diff --git a/.env.example b/.env.example deleted file mode 100644 index 51874a61..00000000 --- a/.env.example +++ /dev/null @@ -1,2 +0,0 @@ -# Optional keys -FRED_API_KEY=your_fred_api_key # You need to request this from FRED if you want to use it diff --git a/aieng-forecasting/aieng/forecasting/evaluation/__init__.py b/aieng-forecasting/aieng/forecasting/evaluation/__init__.py index 63a03c80..1114b95b 100644 --- a/aieng-forecasting/aieng/forecasting/evaluation/__init__.py +++ b/aieng-forecasting/aieng/forecasting/evaluation/__init__.py @@ -20,6 +20,7 @@ compute_rps, multi_backtest, ) +from aieng.forecasting.evaluation.compare import ComparisonResult, compare_multi, compare_results from aieng.forecasting.evaluation.describe import describe_spec, describe_task from aieng.forecasting.evaluation.eval import ( EvalBudgetExceededError, @@ -47,6 +48,7 @@ "BacktestSpec", "BinaryForecast", "CategoricalForecast", + "ComparisonResult", "ContinuousForecast", "EvalBudgetExceededError", "EvalResult", @@ -62,6 +64,8 @@ "backtest", "cached_backtest", "cached_multi_backtest", + "compare_multi", + "compare_results", "compute_brier_score", "compute_rps", "describe_spec", diff --git a/aieng-forecasting/aieng/forecasting/evaluation/compare.py b/aieng-forecasting/aieng/forecasting/evaluation/compare.py new file mode 100644 index 00000000..39073ead --- /dev/null +++ b/aieng-forecasting/aieng/forecasting/evaluation/compare.py @@ -0,0 +1,204 @@ +"""Diebold-Mariano forecast comparison for BacktestResult / EvalResult pairs. + +Wraps ``macroforecast.tests.dm_test`` (the ``comparison`` optional extra) so +two predictors evaluated against the same :class:`~aieng.forecasting.evaluation.task.ForecastingTask` +can be statistically compared on their per-origin CRPS/Brier/RPS loss series, +rather than only by eyeballing ``mean_score``. + +The Diebold-Mariano statistic itself is metric-agnostic — it just tests +whether two paired loss series have equal expected value — so this module +works for continuous, binary, and categorical tasks alike, as long as both +results were scored with the same metric. +""" + +from __future__ import annotations + +import logging +from typing import Any + +from aieng.forecasting.evaluation.backtest import BacktestResult, ScoreMetric +from aieng.forecasting.evaluation.eval import EvalResult +from aieng.forecasting.evaluation.task import ForecastingTask +from pydantic import BaseModel, Field + + +#: A single-task, single-run scored result — the common shape shared by +#: BacktestResult and EvalResult (predictions, scores, metric, predictor_id). +ScoredResult = BacktestResult | EvalResult + +_log = logging.getLogger(__name__) + + +def _task_for(result: ScoredResult) -> ForecastingTask: + """Return the task backing a result. Field name differs: spec vs eval_spec.""" + return result.spec.task if isinstance(result, BacktestResult) else result.eval_spec.task + + +class ComparisonResult(BaseModel): + """Outcome of a Diebold-Mariano comparison between two scored results. + + Parameters + ---------- + predictor_a_id, predictor_b_id : str + Identifiers of the two predictors being compared. + metric : {"crps", "brier", "rps"} + The scoring rule both results were evaluated with. + n_common : int + Number of aligned ``(as_of, forecast_date)`` pairs the test was run on. + statistic : float or None + The Diebold-Mariano test statistic. ``None`` (rare) if macroforecast + could not compute one. + p_value : float or None + Two-sided (or as configured) p-value for the null of equal predictive + accuracy. ``None`` when the test is degenerate — most commonly because + the two loss series are (numerically) identical, so their differential + has zero variance and the test statistic is undefined. This happens + legitimately when comparing near-duplicate predictors; it is not an + error. + metadata : dict[str, Any] + Passthrough of ``macroforecast``'s ``TestResult.metadata`` (e.g. + ``statistic_type``, ``hln_correction``, ``variance_estimator``). + """ + + predictor_a_id: str + predictor_b_id: str + metric: ScoreMetric + n_common: int = Field(description="Number of aligned (as_of, forecast_date) pairs used.") + statistic: float | None + p_value: float | None + metadata: dict[str, Any] = Field( + default_factory=dict, description="Passthrough of macroforecast's TestResult.metadata." + ) + + +def compare_results( + result_a: ScoredResult, + result_b: ScoredResult, + *, + horizon: int | None = None, + **dm_kwargs: Any, +) -> ComparisonResult: + """Run a Diebold-Mariano test between two BacktestResult/EvalResult on the same task. + + Aligns the two results' per-origin scores on ``(as_of, forecast_date)`` + rather than list position or ``forecast_date`` alone: ``run_eval_loop`` + (shared by :func:`~aieng.forecasting.evaluation.backtest.backtest` and + :func:`~aieng.forecasting.evaluation.eval.evaluate`) skips origins + independently per predictor, so the two ``scores`` lists are not + guaranteed to line up; and for multi-horizon tasks, ``forecast_date`` alone + is not a safe join key since two different ``(as_of, horizon)`` pairs can + land on the same date. + + Both results' ``scores`` are already proper-scoring-rule losses (CRPS, + Brier, or RPS — lower is better), so they are passed to + :func:`macroforecast.tests.dm_test` with ``input_type="loss"``. + + Parameters + ---------- + result_a, result_b : BacktestResult | EvalResult + Results to compare. Must share ``metric`` and target the same task + (checked via the first prediction's ``task_id``). + horizon : int or None + Forecast horizon passed to ``dm_test`` for its HAC/HLN variance + correction. Defaults to ``result_a``'s task ``.horizon`` (the max + horizon) when omitted. + **dm_kwargs : Any + Forwarded to :func:`macroforecast.tests.dm_test` (e.g. + ``small_sample``, ``alternative``, ``hac_lags``). + + Returns + ------- + ComparisonResult + The DM statistic, p-value, and comparison metadata. + + Raises + ------ + ValueError + If ``result_a`` and ``result_b`` have different ``metric`` values, + target different tasks, or have no overlapping + ``(as_of, forecast_date)`` pairs to compare. + """ + if result_a.metric != result_b.metric: + raise ValueError( + f"Cannot DM-compare results scored with different metrics: {result_a.metric!r} vs {result_b.metric!r}." + ) + task_id_a = result_a.predictions[0].task_id + task_id_b = result_b.predictions[0].task_id + if task_id_a != task_id_b: + raise ValueError(f"Cannot DM-compare results for different tasks: {task_id_a!r} vs {task_id_b!r}.") + + by_key_a = {(p.as_of, p.forecast_date): s for p, s in zip(result_a.predictions, result_a.scores, strict=True)} + by_key_b = {(p.as_of, p.forecast_date): s for p, s in zip(result_b.predictions, result_b.scores, strict=True)} + common = sorted(set(by_key_a) & set(by_key_b)) + if not common: + raise ValueError( + f"No overlapping (as_of, forecast_date) pairs between '{result_a.predictor_id}' " + f"and '{result_b.predictor_id}' for task '{task_id_a}'." + ) + loss_a = [by_key_a[key] for key in common] + loss_b = [by_key_b[key] for key in common] + resolved_horizon = horizon if horizon is not None else _task_for(result_a).horizon + + # Lazy import: the `comparison` optional dependency need not be installed + # to import this module (only to actually run a comparison). + from macroforecast.tests import dm_test # noqa: PLC0415 + + dm = dm_test(loss_a, loss_b, horizon=resolved_horizon, input_type="loss", **dm_kwargs) + + return ComparisonResult( + predictor_a_id=result_a.predictor_id, + predictor_b_id=result_b.predictor_id, + metric=result_a.metric, + n_common=len(common), + statistic=None if dm.statistic is None else float(dm.statistic), + p_value=None if dm.p_value is None else float(dm.p_value), + metadata=dict(dm.metadata), + ) + + +def compare_multi( + results_a: dict[str, ScoredResult], + results_b: dict[str, ScoredResult], + *, + horizon: int | None = None, + **dm_kwargs: Any, +) -> dict[str, ComparisonResult]: + """DM-compare two multi-target result dicts task by task. + + Intended for the ``dict[task_id, BacktestResult]`` / ``dict[task_id, + EvalResult]`` output of + :func:`~aieng.forecasting.evaluation.backtest.multi_backtest` and + :func:`~aieng.forecasting.evaluation.eval.multi_evaluate`. + + Tasks present in only one of the two dicts are logged at ``WARNING`` and + omitted, and a task that fails inside :func:`compare_results` (e.g. no + overlapping origins) is likewise logged and omitted rather than aborting + the whole batch — matching the resilience style of + :func:`~aieng.forecasting.evaluation.artifacts.cached_multi_backtest`. + + Parameters + ---------- + results_a, results_b : dict[str, BacktestResult | EvalResult] + Per-task results for two predictors, keyed by ``task_id``. + horizon : int or None + Forwarded to :func:`compare_results` for every task. + **dm_kwargs : Any + Forwarded to :func:`compare_results` (and in turn to ``dm_test``). + + Returns + ------- + dict[str, ComparisonResult] + Keyed by ``task_id``, one entry per successfully compared shared task. + """ + shared = sorted(set(results_a) & set(results_b)) + only_one_side = (set(results_a) - set(results_b)) | (set(results_b) - set(results_a)) + for task_id in sorted(only_one_side): + _log.warning("Task '%s' present in only one result set — skipping DM comparison.", task_id) + + out: dict[str, ComparisonResult] = {} + for task_id in shared: + try: + out[task_id] = compare_results(results_a[task_id], results_b[task_id], horizon=horizon, **dm_kwargs) + except ValueError as exc: + _log.warning("DM comparison failed for task '%s' — skipping: %s", task_id, exc) + return out diff --git a/aieng-forecasting/pyproject.toml b/aieng-forecasting/pyproject.toml index 11c07640..f6e95a08 100644 --- a/aieng-forecasting/pyproject.toml +++ b/aieng-forecasting/pyproject.toml @@ -40,6 +40,9 @@ numerical = [ "lightgbm>=4.6.0", "statsforecast>=2.0.1", ] +comparison = [ + "macroforecast>=0.9.5", +] [dependency-groups] dev = [ diff --git a/aieng-forecasting/tests/aieng/forecasting/evaluation/test_compare.py b/aieng-forecasting/tests/aieng/forecasting/evaluation/test_compare.py new file mode 100644 index 00000000..927f9ce4 --- /dev/null +++ b/aieng-forecasting/tests/aieng/forecasting/evaluation/test_compare.py @@ -0,0 +1,272 @@ +"""Tests for the Diebold-Mariano comparison helpers in ``compare.py``.""" + +import math +from datetime import datetime +from unittest.mock import MagicMock + +import pandas as pd +import pytest + + +pytest.importorskip("macroforecast") + +from aieng.forecasting.data.context import ForecastContext # noqa: E402 +from aieng.forecasting.data.models import SeriesMetadata # noqa: E402 +from aieng.forecasting.data.service import DataService # noqa: E402 +from aieng.forecasting.evaluation.backtest import ( # noqa: E402 + BacktestResult, + BacktestSpec, + MultiTargetBacktestSpec, + backtest, + multi_backtest, +) +from aieng.forecasting.evaluation.compare import ComparisonResult, compare_multi, compare_results # noqa: E402 +from aieng.forecasting.evaluation.eval import EvalResult, EvalSpec, evaluate # noqa: E402 +from aieng.forecasting.evaluation.prediction import ( # noqa: E402 + STANDARD_QUANTILES, + ContinuousForecast, + Prediction, +) +from aieng.forecasting.evaluation.predictor import Predictor # noqa: E402 +from aieng.forecasting.evaluation.task import ForecastingTask # noqa: E402 + + +# --------------------------------------------------------------------------- +# Fixtures and helpers +# --------------------------------------------------------------------------- + + +def _make_task(task_id: str = "test_task", series_id: str = "test_series", horizon: int = 12) -> ForecastingTask: + return ForecastingTask( + task_id=task_id, + target_series_id=series_id, + horizons=[horizon], + frequency="MS", + description="Test task", + ) + + +def _make_backtest_spec( + task: ForecastingTask | None = None, + start: str = "2005-01-01", + end: str = "2020-01-01", + stride: int = 3, + warmup: int = 24, +) -> BacktestSpec: + return BacktestSpec( + task=task or _make_task(), + start=datetime.fromisoformat(start), + end=datetime.fromisoformat(end), + stride=stride, + warmup=warmup, + ) + + +def _make_eval_spec( + task: ForecastingTask | None = None, + start: str = "2005-01-01", + end: str = "2020-01-01", + stride: int = 3, + warmup: int = 24, +) -> EvalSpec: + return EvalSpec( + spec_id="test_eval", + task=task or _make_task(), + start=datetime.fromisoformat(start), + end=datetime.fromisoformat(end), + stride=stride, + warmup=warmup, + ) + + +def _build_data_service(*series_ids: str, series_start: str = "2000-01-01", series_end: str = "2026-01-01") -> DataService: + """Build a DataService with one synthetic, linearly increasing monthly series per id.""" + dates = pd.date_range(start=series_start, end=series_end, freq="MS") + svc = DataService() + for series_id in series_ids or ("test_series",): + df = pd.DataFrame({"timestamp": dates, "value": range(len(dates))}) + adapter = MagicMock() + adapter.fetch.return_value = df + meta = SeriesMetadata( + series_id=series_id, + description="Synthetic test series", + source="test", + units="units", + frequency="MS", + ) + svc.register(series_id, adapter, meta) + return svc + + +class ConstantPredictor(Predictor): + """Test predictor that always returns a constant forecast, with a caller-set id.""" + + def __init__(self, value: float = 100.0, predictor_id: str = "constant") -> None: + """Store the constant point forecast value and predictor id.""" + self._value = value + self._predictor_id = predictor_id + + @property + def predictor_id(self) -> str: + """Caller-assigned id, so two instances can be told apart in a comparison.""" + return self._predictor_id + + def predict(self, task: ForecastingTask, context: ForecastContext) -> list[Prediction]: + """Emit one constant prediction per requested horizon step.""" + offset = pd.tseries.frequencies.to_offset(task.frequency) + point = self._value + return [ + Prediction( + predictor_id=self.predictor_id, + task_id=task.task_id, + issued_at=datetime(2024, 1, 1), + as_of=context.as_of, + forecast_date=(pd.Timestamp(context.as_of) + offset * h).to_pydatetime(), + payload=ContinuousForecast( + point_forecast=point, + quantiles={q: point + (q - 0.5) * 5 for q in STANDARD_QUANTILES}, + ), + ) + for h in task.horizons + ] + + +def _make_single_prediction_result( + *, + predictor_id: str, + task_id: str, + metric: str, + score: float, +) -> BacktestResult: + """Build a minimal, directly-constructed BacktestResult for validation-only tests.""" + prediction = Prediction( + predictor_id=predictor_id, + task_id=task_id, + issued_at=datetime(2024, 1, 1), + as_of=datetime(2020, 1, 1), + forecast_date=datetime(2021, 1, 1), + payload=ContinuousForecast(point_forecast=100.0, quantiles={0.5: 100.0}), + ) + return BacktestResult( + spec=_make_backtest_spec(task=_make_task(task_id=task_id)), + predictor_id=predictor_id, + predictions=[prediction], + scores=[score], + metric=metric, + mean_score=score, + ran_at=datetime(2024, 1, 1), + ) + + +# --------------------------------------------------------------------------- +# compare_results() +# --------------------------------------------------------------------------- + + +class TestCompareResults: + """Tests for ``compare_results`` against real BacktestResult/EvalResult output.""" + + def test_backtest_vs_backtest_returns_comparison(self) -> None: + """Two differently-valued predictors on the same spec produce a ComparisonResult.""" + svc = _build_data_service() + spec = _make_backtest_spec() + result_a = backtest(ConstantPredictor(100.0, "low"), spec, svc) + result_b = backtest(ConstantPredictor(300.0, "high"), spec, svc) + + comparison = compare_results(result_a, result_b) + + assert isinstance(comparison, ComparisonResult) + assert comparison.predictor_a_id == "low" + assert comparison.predictor_b_id == "high" + assert comparison.metric == "crps" + assert comparison.n_common == len(result_a.scores) == len(result_b.scores) + assert comparison.n_common > 0 + assert comparison.p_value == comparison.p_value # not NaN + assert 0.0 <= comparison.p_value <= 1.0 + + def test_eval_vs_eval_returns_comparison(self) -> None: + """EvalResult inputs work identically to BacktestResult inputs.""" + svc = _build_data_service() + spec = _make_eval_spec() + result_a = evaluate(ConstantPredictor(100.0, "low"), spec, svc) + result_b = evaluate(ConstantPredictor(300.0, "high"), spec, svc) + + comparison = compare_results(result_a, result_b) + + assert isinstance(comparison, ComparisonResult) + assert comparison.n_common == len(result_a.scores) == len(result_b.scores) + + def test_identical_predictors_give_degenerate_result(self) -> None: + """Two predictors with identical (zero-variance) loss series yield an undefined p-value. + + The DM statistic's denominator is the variance of the loss differential; + when the two loss series are byte-for-byte identical that variance is + zero, so macroforecast reports p_value=None rather than a spurious + number. This must not raise — ComparisonResult.p_value is Optional for + exactly this reason. + """ + svc = _build_data_service() + spec = _make_backtest_spec() + result_a = backtest(ConstantPredictor(100.0, "a"), spec, svc) + result_b = backtest(ConstantPredictor(100.0, "b"), spec, svc) + + comparison = compare_results(result_a, result_b) + + assert comparison.p_value is None + assert comparison.statistic is None or comparison.statistic == 0.0 or math.isnan(comparison.statistic) + + def test_mismatched_metric_raises(self) -> None: + """Comparing results scored with different metrics fails loudly.""" + result_a = _make_single_prediction_result(predictor_id="a", task_id="t", metric="crps", score=1.0) + result_b = _make_single_prediction_result(predictor_id="b", task_id="t", metric="brier", score=0.2) + + with pytest.raises(ValueError, match="different metrics"): + compare_results(result_a, result_b) + + def test_mismatched_task_raises(self) -> None: + """Comparing results for different tasks fails loudly.""" + result_a = _make_single_prediction_result(predictor_id="a", task_id="task_one", metric="crps", score=1.0) + result_b = _make_single_prediction_result(predictor_id="b", task_id="task_two", metric="crps", score=1.0) + + with pytest.raises(ValueError, match="different tasks"): + compare_results(result_a, result_b) + + def test_no_overlap_raises(self) -> None: + """Disjoint backtest windows for the same task have nothing to compare.""" + svc = _build_data_service() + spec_early = _make_backtest_spec(start="2005-01-01", end="2008-01-01", stride=3, warmup=0) + spec_late = _make_backtest_spec(start="2015-01-01", end="2018-01-01", stride=3, warmup=0) + result_a = backtest(ConstantPredictor(100.0, "a"), spec_early, svc) + result_b = backtest(ConstantPredictor(100.0, "b"), spec_late, svc) + + with pytest.raises(ValueError, match="No overlapping"): + compare_results(result_a, result_b) + + +# --------------------------------------------------------------------------- +# compare_multi() +# --------------------------------------------------------------------------- + + +class TestCompareMulti: + """Tests for ``compare_multi`` over multi_backtest() output.""" + + def test_compares_shared_tasks_and_skips_unmatched(self) -> None: + """Only task ids present on both sides are compared; the rest are skipped, not raised.""" + svc = _build_data_service("s_a", "s_b") + spec = MultiTargetBacktestSpec( + spec_id="mt_bt", + tasks=[_make_task("a", "s_a"), _make_task("b", "s_b")], + start=datetime(2005, 1, 1), + end=datetime(2020, 1, 1), + stride=3, + warmup=24, + ) + results_a = multi_backtest(ConstantPredictor(100.0, "low"), spec, svc) + results_b = multi_backtest(ConstantPredictor(300.0, "high"), spec, svc) + del results_b["b"] # simulate task "b" missing on one side + + comparisons = compare_multi(results_a, results_b) + + assert set(comparisons.keys()) == {"a"} + assert isinstance(comparisons["a"], ComparisonResult) diff --git a/implementations/BAA10Y_forecasting/00_RagPrototype.ipynb b/implementations/BAA10Y_forecasting/00_RagPrototype.ipynb new file mode 100644 index 00000000..54ba1253 --- /dev/null +++ b/implementations/BAA10Y_forecasting/00_RagPrototype.ipynb @@ -0,0 +1,9663 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "3_AMgsqVfjJ2" + }, + "source": [ + "In order to run this NB (=notebook), one needs to have a HuggingFace account and Token (say: \"nimportequel\"). Put the following into file .env \"HF_TOKEN=nimportequel\" (without quotation mark) just as people define FRED_API_KEY. Then one also needs to set JupyterServer to our project .venv. Below is a brief description:\n", + "Click the kernel name in the top-right of the notebook.\n", + "It’s the only clickable item on the right side of the toolbar.\n", + "\n", + "A dialog will appear:\n", + "“Select Kernel”\n", + "\n", + "Choose:\n", + "“Select Another Kernel…”\n", + "\n", + "Choose:\n", + "“Python Environment…” \n", + "or\n", + "“Enter interpreter path…”\n", + "\n", + "Choose \"+Create Python Environment\"\n", + "\n", + "Choose \"Enter Interpreter Path ... Browse and Select a Python interpreter from anywhere\" \n", + "(in my coder workspace, this item is the last option being listed)\n", + "Paste your full interpreter path:\n", + "\n", + "/home/coder/agentic-forecasting-c1-bmo-one/implementations/BAA10Y_forecasting/.venv/bin/python\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "collapsed": true, + "id": "636f09e2", + "outputId": "be85a077-11cf-4f16-f96d-bcbc0d44fcf7" + }, + "outputs": [], + "source": [ + "#%pip install langchain langchain-community langchain-huggingface sentence-transformers pypdf rank_bm25" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "4yL7nbpAgEtK" + }, + "source": [ + "Run the following to see if access to HF is OK." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "7aff7458", + "outputId": "7cb84e13-ac89-4019-a5c3-8e7db85a65cb" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/coder/agentic-forecasting-c1-bmo-one/implementations/BAA10Y_forecasting/.venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n", + "Note: Environment variable`HF_TOKEN` is set and is the current active token independently from the token you've just configured.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Successfully logged in to Hugging Face.\n" + ] + } + ], + "source": [ + "# @title\n", + "from dotenv import load_dotenv\n", + "import os\n", + "from huggingface_hub import notebook_login, login\n", + "#from google.colab import userdata\n", + "\n", + "try:\n", + " #hf_token = userdata.get('HF_TOKEN')\n", + " load_dotenv() # walks up from cwd to find the nearest .env\n", + " hf_token = os.environ.get(\"HF_TOKEN\")\n", + " login(token=hf_token)\n", + " print(\"Successfully logged in to Hugging Face.\")\n", + "except Exception as e:\n", + " print(f\"Error logging in to Hugging Face: {e}\")\n", + " print(\"Please ensure you have added your Hugging Face token to Colab Secrets as 'HF_TOKEN'.\")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "LcVWy8Y_gVUN" + }, + "source": [ + "For the moment, ensure that only \"intfloat/e5-base\" is selected." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "f3fb7592", + "outputId": "1c15426c-b8c0-487f-d5f5-155b784e0de1" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Embedding model selected: intfloat/e5-base\n", + "Model kwargs: {}\n" + ] + } + ], + "source": [ + "# @title Configure Embedding Model\n", + "EMBEDDING_MODEL_NAME = \"intfloat/e5-base\" # @param [\"intfloat/e5-base\", \"FinanceMTEB/fin-e5-base\", \"all-MiniLM-L6-v2\"]\n", + "MODEL_KWARGS = {} # @param {type:\"raw\"}\n", + "E5_MODEL_NAMES = {\"intfloat/e5-base\", \"FinanceMTEB/fin-e5-base\"}\n", + "\n", + "#Do NOT use in bootcamp because of potential license issue\n", + "# If using FinanceMTEB/fin-e5-base, it might require trust_remote_code=True\n", + "if EMBEDDING_MODEL_NAME == \"FinanceMTEB/fin-e5-base\":\n", + " MODEL_KWARGS = {'trust_remote_code': True}\n", + "\n", + "print(f\"Embedding model selected: {EMBEDDING_MODEL_NAME}\")\n", + "print(f\"Model kwargs: {MODEL_KWARGS}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "#v001\n", + "from langchain_huggingface import HuggingFaceEmbeddings\n", + "from typing import List\n", + "\n", + "class E5Embeddings(HuggingFaceEmbeddings):\n", + " \"\"\"HuggingFaceEmbeddings + E5's required 'query: '/'passage: ' prefixes.\n", + "\n", + " E5-family models (intfloat/e5-*, FinanceMTEB/fin-e5-*) are trained with\n", + " these prefixes; omitting them degrades retrieval. Only use this wrapper\n", + " for E5-family models — all-MiniLM-L6-v2 was not trained with this\n", + " convention and should be embedded unprefixed.\n", + " \"\"\"\n", + "\n", + " def embed_documents(self, texts: List[str]) -> List[List[float]]:\n", + " return super().embed_documents([f\"passage: {t}\" for t in texts])\n", + "\n", + " def embed_query(self, text: str) -> List[float]:\n", + " return super().embed_query(f\"query: {text}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "collapsed": true, + "id": "f0d48811", + "outputId": "4ad79b53-430e-4f6c-da45-329b01e90c9e" + }, + "outputs": [], + "source": [ + "#%pip install chromadb" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "2APCwzjIhHri" + }, + "source": [ + "Use the immediately following RAG to create vector store because it uses an advanced embedding model pretrained for financial sector. That model is under MIT and may require authentication (from HuggingFace). Note that one might need to adjust \"data_dir\" to point to the right location holding raw unstructured data and \"persist_directory\" to save the generated vectorDB files." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 907, + "referenced_widgets": [ + "32ee4014efb147e59d7306c034db6f3d", + "b4c38c159026419dba77661d6e0ee496", + "1a48f3acfad94d7ba04f6c6f8a74b111", + "dd6898d61bc146c0ab5904691244df82", + "f63e6ed7e5db404d8af13faa260afcf8", + "9b8fbd212d4847829fc635fa5aeac316", + "18cf57fe3470472cbd46b0019e0c20f0", + "92ed47aacd564569968a8898ebab9478", + "fe9a6c14229749369ac95dfa623544ab", + "4ab2027dcb744597bb4d966ddffc92d3", + "4bf48d4dd4074ecdad434820443a6638", + "b20b4eae8fee4b7ab735424daa4547e2", + "9d2339916b9c4965a57d30150000baa8", + "f9fabac9104f4a5187260b0b1c6787dc", + "2f9d6287218543a2bd73f02c8733a91b", + "2eea719d4a144c23816b44636dfba6b3", + "d210138bb9b549f7b878189b0847c56d", + "77e9793f4ac64f40b12559bdd701eb8d", + "ae0237447ef74d57bda01c88380fb99d", + "df26331eeba949bda2e2ed46f286c75c", + "e9ad051ed6c44c5c9e7fc1e4cd79e444", + "be955dc34c124d04b48c7f17b24bcc91", + "e88fc1b8aea04d2883b510d120ad174a", + "8848d99942d5409ba31f5f2fc434b41f", + "b508f9a959a14bd28d227a720a76cabc", + "244e40cd4ceb49f5bbdce3271bcba177", + "fc43f8270ba548ecbf61f6b9b3abb3b2", + "56e93043ba6c410e997c71a27e4ba49b", + "934c6e31acde4db496b4ccaad9d7e91d", + "651e0b3452fa4d878097eea2dd64906c", + "46f5d3de228843b9806ce26c257d12ec", + "7897e874eb944ac9b80c65ca6d548e0a", + "34609f01dee54b0096caa34e15cb0b72", + "0f32519443404d0ca836e6f01fbbb6fe", + "1e7ccff1897145a38449cd916dfcbe97", + "3865d5c31ab946208947133b80779064", + "cd36f70f2dc8409ebb6de27e9e1897e9", + "c899a63fdce04e878c676e79355b7173", + "b7d310b254b147db9fe897da013df934", + "1e541f59967d480f99a25a4b48e6e8da", + "68a86325eb9a4571b9cbc8cd278dd62a", + "75c94933c4374e3a8feee5a864db29dd", + "2d02384778a942258f5ba860f9664462", + "ce8e8dc7681f41869ce69e3d47ce2455", + "dfa2d352fb864676bf4023a133a487ed", + "7749f9f8f4cc4369a145cd5efb8e2ba0", + "07aa405776f34912b3fa3d6258fafa12", + "2d44260d57cd456d90c14d80b03f7ba6", + "d1ab54cd7f6f46d28d81bbb5d787b088", + "6698d711693e4443a47a2bcae5a01915", + "8126fd1ebafe42a3b1f1a30641cfdf92", + "59d6c7349743480da2e2d48df184779e", + "6000f3ee360c46faa89ffe1d29174e95", + "4de0078f98a9487a991a888492d59a30", + "25b3dbf29f444b4e8f2e794940e1f45e", + "b94760f267f5445fb32863bb42b99b5c", + "04ad6c095f7a4002a634a36c6db51bec", + "4fbfdae680e44cc78cc4cd50c7f2b9d3", + "0b82ff9599a24267a5cc55fb39fcd327", + "2ea08f2fbc5744c1b0674af2f24d9536", + "913a077e81c24a9eac989b80e10eadb7", + "1b532c4d1dfe42fcafdf50c6e88705f1", + "ffa1d427b6134bc0aad3d03d6eaf37b6", + "44eece829b224a24b8229ba9df38a36c", + "ae65b2baa3ba4abc932d0d98fa6ddb47", + "239591edcb7f4bb7bed1616c3956e07b", + "0716226e32d44a33a0a9f69b74761958", + "93446af8f4014bf3a2273631d86db021", + "e81ea74a819448a4a421d3828b54b0b8", + "4e033812e0864d619a0039d9326b4960", + "5fc8ecad92c344aeb8b534a67a85c145", + "3f0f27f8b21b4d7a8c593c11e855d30b", + "876785fa10fe4639aa79f26ffe87bd70", + "7d38b66cc6294a98966a84d419526e3f", + "9a77a30e71774be89401592b47f5f6e8", + "f4fb9e46a97c4fa688bc17a8307d634b", + "51476bf23839419994e5cffcec3cf7a4", + "070efa0a613044eb8f9af44c75b5cb85", + "21784cfa107e4b0da97c13fc91fc6d43", + "22e471d4d22348d4b723260d7130c45b", + "070f3afa198948dd97c1aae5638b7bf9", + "f6c2953cce6644058ed0f5a6d12bbbeb", + "1140a367cde348c59a12ee26203770fa", + "d921f8110d6749f1a1504f604130c256", + "57ff7f516e3342169a13e3db74d7e655", + "134d90faf5b44e26a10cd8d5832ea6a1", + "4bca91d0406847489e0dbb6e7a223540", + "9da5449e143946e9b231d88bbea0cbec", + "fa82543d153b43b394b28c7a2bca988d", + "177a3930c9ae41799259549044ddbb30", + "8117720b3c904672b90935de4ad3d54c", + "8afb46822c9b4d01b1a785e1800c0899", + "debeb65a2f25453584246396ce93a366", + "bf2dd299e6a34c8a92c3d3113ca78710", + "ed9aecf8c7a447888b5f3de065805bd3", + "3e1bf833544e40ccb68d23a72790f47b", + "7f957ac6b8bf4942a6c98b9b08cde239", + "ebbc3210fa864b95bf1d5834665a59d5", + "6247b3b0f36e4a1da508f7c4d68dee3f", + "ccffca29fba649da8465d3ac4bf10c1c", + "4bc6accd09154879aea4a32b1646fe33", + "2d313398980c41528c2d85d1ce892034", + "780e443cbd9848bca52d28ff84ce36c2", + "f53c4dde6ac0479188cdf86d7a9576ce", + "b133a935c2354ba18356480836107ca1", + "2db2e100ee85458ab821f571e87c909c", + "1ea0d63ff7ec4c2f82a5292fe4728c28", + "886f82e445534265aa3f81c8b5464a6b", + "f737e922d2d948859c1d1da798147dca", + "f3d89e964c794e679de592ffd8893184", + "420e58cf196b46449457b840bb7663ea", + "d1ccf979d6c947e6a849d2c3f19d2666", + "b7940610d9324d01b58702ccdf70270b", + "9cbe0c661e3a403faeb5490620ea7de0", + "ec1b147e95a247599a7e9a744f813bf0", + "df48938575c04778aa26c0523194aaca", + "708f306af06941afac6be0e13553d210", + "c5665fd723bf43d6aaf6388ec6409ad2", + "69c47a9989e44f3680e97e1b795f6006", + "1792bbc130004f7293ee994a22efc13b", + "b7f4aa531aea478ab5225e325b0011f6", + "62f73c4e180c4922a7a3289bb86512b5", + "52e695bba4fc41ae88e935317eec7cc4", + "399ed8d2bdbb47caabdab766381f068e", + "7948a6eddb07433e8fb55a5259ce97bd", + "7ab99b6cc71040d9a7d4e3b6bd345a23", + "b7d53e5fb21142f497715d2ca5af45c2", + "09842ad2a0ef4f96868cbb3904132363", + "0b75d6ecd2bc48ad8ad8581830e16e41", + "7b8c6586036243d2a0a52346c4458b81", + "c9d4384744ec4cfa9e96226e8bd3942f", + "ca5a9fc86a214098b64d4e036aef78cf" + ] + }, + "id": "a296cc99", + "outputId": "acaab241-0576-44dc-a078-9d5d3689a95b" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_6928/1568176166.py:13: DeprecationWarning: `langchain-community` is being sunset and is no longer actively maintained. See https://github.com/langchain-ai/langchain-community/issues/674 for details and migration guidance toward standalone integration packages.\n", + " from langchain_community.document_loaders import PyPDFLoader, Docx2txtLoader, UnstructuredPowerPointLoader\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Removing existing Chroma DB at ./chroma_db_big due to potential database corruption or dimension mismatch.\n", + "Processing 2 files...\n", + "Produced 12 semantic chunks across 2 documents.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Loading weights: 100%|██████████| 199/199 [00:00<00:00, 3511.68it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ChromaDB PersistentClient successfully created at ./chroma_db_big.\n", + "Successfully indexed 12 chunks and saved to ./chroma_db_big.\n" + ] + } + ], + "source": [ + "# 1. Force upgrade to modern library structures\n", + "#%pip install -q --upgrade langchain langchain-community langchain-huggingface langchain-text-splitters chromadb langchain-chroma openai-whisper unstructured python-pptx docx2txt pycd ..pdf\n", + "\n", + "import os\n", + "import re\n", + "import shutil # Import shutil for directory removal\n", + "import whisper\n", + "import chromadb # Explicitly import chromadb for client creation\n", + "import datetime # Import datetime for date parsing\n", + "from collections import defaultdict\n", + "from typing import List\n", + "from langchain_core.documents import Document\n", + "from langchain_community.document_loaders import PyPDFLoader, Docx2txtLoader, UnstructuredPowerPointLoader\n", + "from langchain_huggingface import HuggingFaceEmbeddings\n", + "from langchain_community.vectorstores import Chroma\n", + "\n", + "# Updated path to /content/gdrive\n", + "persist_directory = './chroma_db_big'\n", + "\n", + "# Remove the existing Chroma DB directory to clear old embeddings if dimensions mismatch\n", + "if os.path.exists(persist_directory):\n", + " print(f\"Removing existing Chroma DB at {persist_directory} due to potential database corruption or dimension mismatch.\")\n", + " shutil.rmtree(persist_directory)\n", + "\n", + "os.makedirs(persist_directory, exist_ok=True)\n", + "\n", + "def extract_date_from_filename(filename):\n", + " match = re.search(r'(\\d{8})', filename)\n", + " # If YYYYMMDD is found, append '0000' for HHMM, otherwise None\n", + " return int(f\"{match.group(1)}0000\") if match else None\n", + "\n", + "# New function to extract date and time from document content\n", + "def extract_datetime_from_content(text):\n", + " # Pattern 1: \"As adopted effective January 24, 2012\" -> YYYYMMDD0000\n", + " match_adopted = re.search(r\"As adopted effective (January|February|March|April|May|June|July|August|September|October|November|December)\\s+(\\d{1,2}),\\s+(\\d{4})\", text)\n", + " if match_adopted:\n", + " month_name, day, year = match_adopted.groups()\n", + " month_num = datetime.datetime.strptime(month_name, '%B').month\n", + " return int(f\"{year}{month_num:02d}{int(day):02d}0000\")\n", + "\n", + " # Pattern 2: \"For release at 2 p.m. EST January 27, 2021\" -> YYYYMMDDHHMM\n", + " # Handles various timezones (EST, EDT, CST, CDT, MST, MDT, PST, PDT)\n", + " match_release = re.search(r\"For release at (\\d{1,2})\\s*(a\\.m\\.|p\\.m\\.)\\s*(EST|EDT|CST|CDT|MST|MDT|PST|PDT)?\\s*(January|February|March|April|May|June|July|August|September|October|November|December)\\s+(\\d{1,2}),\\s+(\\d{4})\", text, re.IGNORECASE)\n", + " if match_release:\n", + " hour_str, ampm, _, month_name, day, year = match_release.groups()\n", + " hour = int(hour_str)\n", + " if ampm.lower() == 'p.m.' and hour != 12:\n", + " hour += 12\n", + " elif ampm.lower() == 'a.m.' and hour == 12: # 12 a.m. is midnight\n", + " hour = 0\n", + " month_num = datetime.datetime.strptime(month_name, '%B').month\n", + " # Minutes are not captured, assume 00\n", + " return int(f\"{year}{month_num:02d}{int(day):02d}{hour:02d}00\")\n", + "\n", + " return None\n", + "\n", + "def load_audio(file_path):\n", + " model = whisper.load_model(\"base\")\n", + " result = model.transcribe(file_path)\n", + " return [Document(page_content=result[\"text\"], metadata={\"source\": file_path})]\n", + "\n", + "# ---------------------------------------------------------------------------\n", + "# Semantic chunking: section headers -> whole paragraph/bullet blocks -> pack\n", + "# ---------------------------------------------------------------------------\n", + "# Replaces fixed-length RecursiveCharacterTextSplitter slicing. Guarantees:\n", + "# 1. A chunk never spans two different named sections.\n", + "# 2. A chunk is built from whole blocks (paragraphs, or a whole contiguous\n", + "# bullet list) -- never split mid-sentence or mid-bullet-list.\n", + "# 3. Blocks are packed greedily into paragraph GROUPS up to max_chars,\n", + "# rather than emitting one chunk per paragraph.\n", + "\n", + "SECTION_HEADERS = [\n", + " \"Financial Conditions\",\n", + " \"Credit Markets\",\n", + " \"Monetary Policy\",\n", + " \"Liquidity and Market Functioning\",\n", + " \"Risks to the Outlook\",\n", + "]\n", + "_HEADER_PATTERN = re.compile(r\"(?m)^(\" + \"|\".join(re.escape(h) for h in SECTION_HEADERS) + r\")\\s*$\")\n", + "_BULLET_PREFIXES = (\"•\", \"- \", \"o \", \"* \")\n", + "\n", + "\n", + "def _split_into_blocks(text: str) -> List[str]:\n", + " \"\"\"Paragraphs as atomic blocks; a run of consecutive bullet lines stays one block.\"\"\"\n", + " raw_blocks = re.split(r\"\\n\\s*\\n\", text.strip())\n", + " blocks, buffer = [], \"\"\n", + " for raw in raw_blocks:\n", + " raw = raw.strip()\n", + " if not raw:\n", + " continue\n", + " is_bullet = raw.lstrip().startswith(_BULLET_PREFIXES)\n", + " if is_bullet and buffer.lstrip().startswith(_BULLET_PREFIXES):\n", + " buffer += \"\\n\" + raw # same bullet list continuing -- merge, don't split\n", + " else:\n", + " if buffer:\n", + " blocks.append(buffer)\n", + " buffer = raw\n", + " if buffer:\n", + " blocks.append(buffer)\n", + " return blocks\n", + "\n", + "\n", + "def _split_sentence_safe(block: str, max_chars: int) -> List[str]:\n", + " \"\"\"Fallback ONLY for a single block that alone exceeds max_chars. Naive regex --\n", + " flag long blocks for manual review rather than trusting this on abbreviation-heavy\n", + " Fed prose (e.g. 'U.S.'); nltk/spacy sentence tokenizers are sturdier if this matters.\"\"\"\n", + " sentences = re.split(r\"(?<=[.!?])\\s+(?=[A-Z])\", block)\n", + " chunks, current = [], \"\"\n", + " for sent in sentences:\n", + " if current and len(current) + len(sent) + 1 > max_chars:\n", + " chunks.append(current)\n", + " current = sent\n", + " else:\n", + " current = f\"{current} {sent}\".strip()\n", + " if current:\n", + " chunks.append(current)\n", + " return chunks\n", + "\n", + "\n", + "def semantic_chunk_document(text: str, max_chars: int = 1200) -> List[dict]:\n", + " \"\"\"Section-header split -> whole-block packing -> sentence-safe fallback for oversized blocks.\"\"\"\n", + " matches = list(_HEADER_PATTERN.finditer(text))\n", + " if not matches:\n", + " sections = [(\"unlabeled\", text)] # e.g. FOMC statements have none of these headers\n", + " else:\n", + " sections = []\n", + " if matches[0].start() > 0:\n", + " sections.append((\"preamble\", text[: matches[0].start()]))\n", + " for i, m in enumerate(matches):\n", + " end = matches[i + 1].start() if i + 1 < len(matches) else len(text)\n", + " sections.append((m.group(1), text[m.end():end]))\n", + "\n", + " results: List[dict] = []\n", + " for section_name, section_text in sections:\n", + " current = \"\"\n", + " for block in _split_into_blocks(section_text):\n", + " if len(block) > max_chars:\n", + " if current:\n", + " results.append({\"section\": section_name, \"text\": current})\n", + " current = \"\"\n", + " results.extend({\"section\": section_name, \"text\": p} for p in _split_sentence_safe(block, max_chars))\n", + " continue\n", + " if current and len(current) + len(block) + 2 > max_chars:\n", + " results.append({\"section\": section_name, \"text\": current})\n", + " current = block\n", + " else:\n", + " current = f\"{current}\\n\\n{block}\".strip()\n", + " if current:\n", + " results.append({\"section\": section_name, \"text\": current})\n", + " return results\n", + "\n", + "raw_docs = []\n", + "data_dir = './unstructured_data' #need to adjust/customize the directory for the raw files location\n", + "supported_exts = ('.pdf', '.docx', '.pptx', '.mp3', '.wav')\n", + "files = [f for f in os.listdir(data_dir) if f.lower().endswith(supported_exts)]\n", + "print(f\"Processing {len(files)} files...\")\n", + "\n", + "for file in files:\n", + " file_path = os.path.join(data_dir, file)\n", + " filename_date_val = extract_date_from_filename(file) # Existing filename-based date as fallback\n", + "\n", + " try:\n", + " file_docs = []\n", + " extracted_content_date = None\n", + "\n", + " if file.lower().endswith('.pdf'):\n", + " file_docs = PyPDFLoader(file_path).load()\n", + " # Attempt to extract date from the first page's content for PDFs\n", + " if file_docs and file_docs[0].page_content:\n", + " extracted_content_date = extract_datetime_from_content(file_docs[0].page_content)\n", + " elif file.lower().endswith('.docx'):\n", + " file_docs = Docx2txtLoader(file_path).load()\n", + " elif file.lower().endswith('.pptx'):\n", + " file_docs = UnstructuredPowerPointLoader(file_path).load()\n", + " elif file.lower().endswith(('.mp3', '.wav')):\n", + " file_docs = load_audio(file_path)\n", + "\n", + " for d in file_docs:\n", + " # Prioritize content-extracted date, fall back to filename date if not found\n", + " if extracted_content_date is not None:\n", + " d.metadata['file_date'] = extracted_content_date\n", + " elif filename_date_val is not None:\n", + " d.metadata['file_date'] = filename_date_val\n", + " else:\n", + " d.metadata['file_date'] = None # No date found from either source\n", + "\n", + " d.metadata['source_file'] = file\n", + " raw_docs.extend(file_docs)\n", + " except Exception as e:\n", + " print(f\"Error processing {file}: {e}\")\n", + "\n", + "if raw_docs:\n", + " # Semantic chunking (section headers -> paragraph/bullet groups -> sentence-safe\n", + " # fallback) replaces fixed-length slicing. raw_docs is one Document per PDF PAGE\n", + " # (PyPDFLoader) -- merge pages per source file first so a section spanning a page\n", + " # break, or a bullet list split across pages, isn't cut there.\n", + " pages_by_file = defaultdict(list)\n", + " for d in raw_docs:\n", + " pages_by_file[d.metadata[\"source_file\"]].append(d)\n", + "\n", + " splits: List[Document] = []\n", + " for source_file, pages in pages_by_file.items():\n", + " full_text = \"\\n\\n\".join(p.page_content for p in pages)\n", + " file_meta = {\"file_date\": pages[0].metadata.get(\"file_date\"), \"source_file\": source_file}\n", + " for chunk in semantic_chunk_document(full_text, max_chars=1200):\n", + " splits.append(Document(page_content=chunk[\"text\"], metadata={**file_meta, \"section\": chunk[\"section\"]}))\n", + "\n", + " print(f\"Produced {len(splits)} semantic chunks across {len(pages_by_file)} documents.\")\n", + "\n", + " #embeddings = HuggingFaceEmbeddings(model_name=EMBEDDING_MODEL_NAME, model_kwargs=MODEL_KWARGS) # Using configured model\n", + " #20260808\n", + " if EMBEDDING_MODEL_NAME in E5_MODEL_NAMES:\n", + " embeddings = E5Embeddings(model_name=EMBEDDING_MODEL_NAME, model_kwargs=MODEL_KWARGS)\n", + " else:\n", + " embeddings = HuggingFaceEmbeddings(model_name=EMBEDDING_MODEL_NAME, model_kwargs=MODEL_KWARGS)\n", + "\n", + " # Explicitly create the ChromaDB client\n", + " try:\n", + " client = chromadb.PersistentClient(path=persist_directory)\n", + " print(f\"ChromaDB PersistentClient successfully created at {persist_directory}.\")\n", + " except Exception as e:\n", + " print(f\"Error creating ChromaDB PersistentClient: {e}\")\n", + " print(\"This often indicates a deeper issue with ChromaDB's installation or interaction with the file system.\")\n", + " raise # Re-raise the exception to stop execution if client cannot be initialized\n", + "\n", + " vectorstore = Chroma.from_documents(\n", + " documents=splits,\n", + " embedding=embeddings,\n", + " client=client, # Pass the explicit client instance\n", + " collection_name=\"my_rag_collection_e5_base\" # Explicitly name the collection for a fresh start\n", + " )\n", + " print(f\"Successfully indexed {len(splits)} chunks and saved to {persist_directory}.\")\n", + "else:\n", + " print(\"No documents found to index.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/coder/agentic-forecasting-c1-bmo-one/implementations/BAA10Y_forecasting/.venv/bin/python\n", + "Name: openai-whisper\n", + "Version: 20250625\n", + "Location: /home/coder/agentic-forecasting-c1-bmo-one/implementations/BAA10Y_forecasting/.venv/lib/python3.12/site-packages\n", + "Requires: more-itertools, numba, numpy, tiktoken, torch, tqdm, triton\n", + "Required-by:\n" + ] + } + ], + "source": [ + "#Diagnostic\n", + "import sys\n", + "print(sys.executable)\n", + "\n", + "!uv pip show openai-whisper\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "4970b54e" + }, + "outputs": [], + "source": [ + "def normalize_date_filter_value(date_val, is_before):\n", + " \"\"\"\n", + " Normalizes a date filter value to YYYYMMDDHHMM format.\n", + " If date_val is YYYYMMDD, it becomes YYYYMMDD0000 (start of day) or YYYYMMDD2359 (end of day).\n", + " If date_val is YYYYMMDDHHMM, it's used as is.\n", + " \"\"\"\n", + " if date_val is None:\n", + " return None\n", + " date_str = str(date_val)\n", + " if len(date_str) == 8: # YYYYMMDD format\n", + " if is_before:\n", + " return int(date_str + \"2359\") # End of day for upper bound\n", + " else:\n", + " return int(date_str + \"0000\") # Beginning of day for lower bound\n", + " elif len(date_str) == 12: # YYYYMMDDHHMM format\n", + " return int(date_str)\n", + " return None # Invalid format\n", + "\n", + "def query_rag_with_date_filter(query, date_before=None, date_after=None, threshold=0.4):\n", + " \"\"\"\n", + " Query Chroma with optional date restrictions.\n", + " Example: date_before=20260312, date_after=20250101\n", + " \"\"\"\n", + " search_kwargs = {\"k\": 3}\n", + " filters = []\n", + "\n", + " normalized_date_after = normalize_date_filter_value(date_after, is_before=False)\n", + " normalized_date_before = normalize_date_filter_value(date_before, is_before=True)\n", + "\n", + " if normalized_date_after:\n", + " filters.append({\"file_date\": {\"$gte\": normalized_date_after}})\n", + " if normalized_date_before:\n", + " filters.append({\"file_date\": {\"$lte\": normalized_date_before}})\n", + "\n", + " if filters:\n", + " if len(filters) == 1:\n", + " search_kwargs[\"filter\"] = filters[0]\n", + " else:\n", + " search_kwargs[\"filter\"] = {\"$and\": filters}\n", + "\n", + " print(f\"[DEBUG] Query: '{query}'\")\n", + " print(f\"[DEBUG] Search arguments for ChromaDB: {search_kwargs}\")\n", + "\n", + " # Get results with relevance scores (0 to 1 range)\n", + " results = vectorstore.similarity_search_with_relevance_scores(query, **search_kwargs)\n", + "\n", + " print(f\"[DEBUG] Raw results from vectorstore: {results}\")\n", + "\n", + " if not results:\n", + " return [], 0.0, True\n", + "\n", + " avg_score = sum(score for doc, score in results) / len(results)\n", + " needs_web_search = avg_score < threshold\n", + "\n", + " print(f\"Confidence: {avg_score:.4f} | Needs Web Search: {needs_web_search}\")\n", + " for doc, score in results:\n", + " print(f\"- [Date: {doc.metadata.get('file_date')}] {doc.metadata.get('source_file')}\")\n", + "\n", + " return results, avg_score, needs_web_search\n", + "\n", + "# Example Demo:\n", + "# results, conf, search = query_rag_with_date_filter(\"inflation outlook\", date_before=20260312)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "ARwU4OoUyj3X", + "outputId": "691329e5-b884-427f-f0b4-c0839a724879" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "BM25 Document DB initialized.\n", + "[DEBUG] Query: 'holdings of Treasury securities'\n", + "[DEBUG] Search arguments for ChromaDB: {'k': 3, 'filter': {'file_date': {'$lte': 202509180001}}}\n", + "[DEBUG] Raw results from vectorstore: [(Document(metadata={'source_file': 'monetary20250917a1.pdf', 'file_date': 202509170000, 'section': 'unlabeled'}, page_content='Redeem Treasury coupon securities up to this \\nmonthly cap and Treasury bills to the extent that coupon principal payments are \\nless than the monthly cap. \\no Reinvest the amount of principal payments from the Federal Reserve\\'s holdings of \\nagency debt and agency mortgage-backed securities (MBS) received in each \\ncalendar month that exceeds a cap of $35 billion per month into Treasury \\nsecurities to roughly match the maturity composition of Treasury securities \\noutstanding. \\no Allow modest deviations from stated amounts for reinvestments, if needed for \\noperational reasons.\"'), 0.7610264417125636), (Document(metadata={'section': 'unlabeled', 'file_date': 202509170000, 'source_file': 'monetary20250917a1.pdf'}, page_content='Recent indicators suggest that growth of economic activity moderated in the first half of \\nthe year. Job gains have slowed, and the unemployment rate has edged up but remains low. Inflation has moved up and remains somewhat elevated. The Committee seeks to achieve maximum employment and inflation at the rate of \\n2 percent over the longer run. Uncertainty about the economic outlook remains elevated. The \\nCommittee is attentive to the risks to both sides of its dual mandate and judges that downside \\nrisks to employment have risen. In support of its goals and in light of the shift in the balance of risks, the Committee \\ndecided to lower the target range for the federal funds rate by 1/4 percentage point to 4 to \\n4-1/4 percent. In considering additional adjustments to the target range for the federal funds rate, \\nthe Committee will carefully assess incoming data, the evolving outlook, and the balance of \\nrisks. The Committee will continue reducing its holdings of Treasury securities and agency debt \\nand agency mortgage‑backed securities. The Committee is strongly committed to supporting \\nmaximum employment and returning inflation to its 2 percent objective.'), 0.6811431805797739), (Document(metadata={'source_file': 'monetary20250917a1.pdf', 'file_date': 202509170000, 'section': 'unlabeled'}, page_content='Decisions Regarding Monetary Policy Implementation \\nThe Federal Reserve has made the following decisions to implement the monetary policy stance \\nannounced by the Federal Open Market Committee in its statement on September 17, 2025: \\n• The Board of Governors of the Federal Reserve System voted to lower the interest rate paid \\non reserve balances to 4.15 percent, effective September 18, 2025. \\n• As part of its policy decision, the Federal Open Market Committee voted to direct the Open \\nMarket Desk at the Federal Reserve Bank of New York, until instructed otherwise, to \\nexecute transactions in the System Open Market Account in accordance with the following \\ndomestic policy directive: \\n\"Effective September 18, 2025, the Federal Open Market Committee directs the Desk to: \\no Undertake open market operations as necessary to maintain the federal funds rate \\nin a target range of 4 to 4-1/4 percent. \\no Conduct standing overnight repurchase agreement operations with a minimum bid \\nrate of 4.25 percent and with an aggregate operation limit of $500 billion. \\no Conduct standing overnight reverse repurchase agreement operations at an \\noffering rate of 4 percent and with a per-counterparty limit of $160 billion per \\nday. \\no Roll over at auction the amount of principal payments from the Federal Reserve\\'s \\nholdings of Treasury securities maturing in each calendar month that exceeds a \\ncap of $5 billion per month.'), 0.6768074289063368)]\n", + "Confidence: 0.7063 | Needs Web Search: False\n", + "- [Date: 202509170000] monetary20250917a1.pdf\n", + "- [Date: 202509170000] monetary20250917a1.pdf\n", + "- [Date: 202509170000] monetary20250917a1.pdf\n", + "[DEBUG] Raw results from vectorstore: [(Document(metadata={'source_file': 'monetary20250917a1.pdf', 'file_date': 202509170000, 'section': 'unlabeled'}, page_content='Redeem Treasury coupon securities up to this \\nmonthly cap and Treasury bills to the extent that coupon principal payments are \\nless than the monthly cap. \\no Reinvest the amount of principal payments from the Federal Reserve\\'s holdings of \\nagency debt and agency mortgage-backed securities (MBS) received in each \\ncalendar month that exceeds a cap of $35 billion per month into Treasury \\nsecurities to roughly match the maturity composition of Treasury securities \\noutstanding. \\no Allow modest deviations from stated amounts for reinvestments, if needed for \\noperational reasons.\"'), 0.7610264417125636), (Document(metadata={'section': 'unlabeled', 'file_date': 202509170000, 'source_file': 'monetary20250917a1.pdf'}, page_content='Recent indicators suggest that growth of economic activity moderated in the first half of \\nthe year. Job gains have slowed, and the unemployment rate has edged up but remains low. Inflation has moved up and remains somewhat elevated. The Committee seeks to achieve maximum employment and inflation at the rate of \\n2 percent over the longer run. Uncertainty about the economic outlook remains elevated. The \\nCommittee is attentive to the risks to both sides of its dual mandate and judges that downside \\nrisks to employment have risen. In support of its goals and in light of the shift in the balance of risks, the Committee \\ndecided to lower the target range for the federal funds rate by 1/4 percentage point to 4 to \\n4-1/4 percent. In considering additional adjustments to the target range for the federal funds rate, \\nthe Committee will carefully assess incoming data, the evolving outlook, and the balance of \\nrisks. The Committee will continue reducing its holdings of Treasury securities and agency debt \\nand agency mortgage‑backed securities. The Committee is strongly committed to supporting \\nmaximum employment and returning inflation to its 2 percent objective.'), 0.6811431805797739), (Document(metadata={'source_file': 'monetary20250917a1.pdf', 'file_date': 202509170000, 'section': 'unlabeled'}, page_content='Decisions Regarding Monetary Policy Implementation \\nThe Federal Reserve has made the following decisions to implement the monetary policy stance \\nannounced by the Federal Open Market Committee in its statement on September 17, 2025: \\n• The Board of Governors of the Federal Reserve System voted to lower the interest rate paid \\non reserve balances to 4.15 percent, effective September 18, 2025. \\n• As part of its policy decision, the Federal Open Market Committee voted to direct the Open \\nMarket Desk at the Federal Reserve Bank of New York, until instructed otherwise, to \\nexecute transactions in the System Open Market Account in accordance with the following \\ndomestic policy directive: \\n\"Effective September 18, 2025, the Federal Open Market Committee directs the Desk to: \\no Undertake open market operations as necessary to maintain the federal funds rate \\nin a target range of 4 to 4-1/4 percent. \\no Conduct standing overnight repurchase agreement operations with a minimum bid \\nrate of 4.25 percent and with an aggregate operation limit of $500 billion. \\no Conduct standing overnight reverse repurchase agreement operations at an \\noffering rate of 4 percent and with a per-counterparty limit of $160 billion per \\nday. \\no Roll over at auction the amount of principal payments from the Federal Reserve\\'s \\nholdings of Treasury securities maturing in each calendar month that exceeds a \\ncap of $5 billion per month.'), 0.6768074289063368)]\n", + "\n", + "[+] Local confidence is sufficient.\n" + ] + } + ], + "source": [ + "from langchain_community.retrievers import BM25Retriever\n", + "\n", + "# Initialize BM25 on the same splits used for Chroma\n", + "bm25_retriever = BM25Retriever.from_documents(splits)\n", + "bm25_retriever.k = 3\n", + "\n", + "print(\"BM25 Document DB initialized.\")\n", + "\n", + "# Example usage of the date-filtered search:\n", + "# This will find documents strictly before \n", + "query_text = \"holdings of Treasury securities\"\n", + "#\"target range for the federal funds rate\"\n", + "target_date = 202509180001\n", + "\n", + "results, confidence, needs_search = query_rag_with_date_filter(query_text, date_before=target_date, date_after=None)\n", + "\n", + "print(f\"[DEBUG] Raw results from vectorstore: {results}\")\n", + "if needs_search:\n", + " print(\"\\n[!] Local confidence is low. Recommendation: Search Google/Web for more info.\")\n", + "else:\n", + " print(\"\\n[+] Local confidence is sufficient.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "77388dbf", + "outputId": "317ec7e6-b415-4b86-c542-4190fd7bd562" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Successfully connected to Chroma. Found 12 chunks.\n", + "Hybrid Retrieval (BM25 + Chroma) is now fully ACTIVE.\n" + ] + } + ], + "source": [ + "# @title\n", + "#%pip install -q -U langchain-chroma langchain-community langchain-core rank_bm25 langchain-huggingface\n", + "#build both VectorDB search and document search with BM25.\n", + "import os\n", + "from langchain_chroma import Chroma\n", + "from langchain_huggingface import HuggingFaceEmbeddings\n", + "from langchain_community.retrievers import BM25Retriever\n", + "from langchain_core.retrievers import BaseRetriever\n", + "from typing import List\n", + "from langchain_core.documents import Document\n", + "\n", + "# Fallback implementation if EnsembleRetriever cannot be imported\n", + "try:\n", + " from langchain_community.retrievers import EnsembleRetriever\n", + "except (ImportError, ModuleNotFoundError):\n", + " class EnsembleRetriever(BaseRetriever):\n", + " retrievers: List[BaseRetriever]\n", + " weights: List[float]\n", + " def _get_relevant_documents(self, query: str, **kwargs) -> List[Document]:\n", + " all_docs = []\n", + " for retriever in self.retrievers:\n", + " all_docs.extend(retriever.get_relevant_documents(query))\n", + " return all_docs[:5]\n", + "\n", + "if 'embeddings' not in locals():\n", + " embeddings = HuggingFaceEmbeddings(model_name=EMBEDDING_MODEL_NAME, model_kwargs=MODEL_KWARGS)\n", + "\n", + "persist_directory = './chroma_db_big'\n", + "\n", + "try:\n", + " vectorstore = Chroma(\n", + " persist_directory=persist_directory,\n", + " embedding_function=embeddings,\n", + " collection_name=\"my_rag_collection_e5_base\" # Added collection name\n", + " )\n", + " count = vectorstore._collection.count()\n", + " print(f\"Successfully connected to Chroma. Found {count} chunks.\")\n", + "except Exception as e:\n", + " print(f\"Error connecting to database: {e}\")\n", + "\n", + "if 'vectorstore' in locals():\n", + " chroma_retriever = vectorstore.as_retriever(search_kwargs={'k': 3})\n", + "\n", + " if 'splits' in locals() and splits:\n", + " bm25_retriever = BM25Retriever.from_documents(splits)\n", + " bm25_retriever.k = 3\n", + " ensemble_retriever = EnsembleRetriever(retrievers=[bm25_retriever, chroma_retriever], weights=[0.5, 0.5])\n", + " print(\"Hybrid Retrieval (BM25 + Chroma) is now fully ACTIVE.\")\n", + " else:\n", + " ensemble_retriever = chroma_retriever\n", + " print(\"Chroma Vector Search is ACTIVE. (BM25 requires 'splits' in memory)\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "0b63c19d", + "outputId": "8710cf00-6d2c-465e-a578-3d115e1e6750" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hybrid EnsembleRetriever initialized successfully.\n" + ] + } + ], + "source": [ + "\n", + "# @title\n", + "from langchain_community.retrievers import BM25Retriever\n", + "\n", + "# Robust import for EnsembleRetriever\n", + "try:\n", + " from langchain.retrievers import EnsembleRetriever\n", + "except ImportError:\n", + " try:\n", + " from langchain_community.retrievers.ensemble import EnsembleRetriever\n", + " except ImportError:\n", + " # Simple implementation if the class is completely unavailable in the installed version\n", + " class EnsembleRetriever:\n", + " def __init__(self, retrievers, weights):\n", + " self.retrievers = retrievers\n", + " self.weights = weights\n", + " def invoke(self, query):\n", + " return self.retrievers[0].invoke(query)\n", + "\n", + "# Initialize Retrievers\n", + "chroma_retriever = vectorstore.as_retriever(search_kwargs={'k': 3})\n", + "bm25_retriever = BM25Retriever.from_documents(splits)\n", + "bm25_retriever.k = 3\n", + "\n", + "# Create Hybrid Ensemble Retriever\n", + "ensemble_retriever = EnsembleRetriever(\n", + " retrievers=[bm25_retriever, chroma_retriever],\n", + " weights=[0.5, 0.5]\n", + ")\n", + "\n", + "print(\"Hybrid EnsembleRetriever initialized successfully.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "id": "b75dd440" + }, + "outputs": [], + "source": [ + "def normalize_date_filter_value(date_val, is_before):\n", + " \"\"\"\n", + " Normalizes a date filter value to YYYYMMDDHHMM format.\n", + " If date_val is YYYYMMDD, it becomes YYYYMMDD0000 (start of day) or YYYYMMDD2359 (end of day).\n", + " If date_val is YYYYMMDDHHMM, it's used as is.\n", + " \"\"\"\n", + " if date_val is None:\n", + " return None\n", + " date_str = str(date_val)\n", + " if len(date_str) == 8: # YYYYMMDD format\n", + " if is_before:\n", + " return int(date_str + \"2359\") # End of day for upper bound\n", + " else:\n", + " return int(date_str + \"0000\") # Beginning of day for lower bound\n", + " elif len(date_str) == 12: # YYYYMMDDHHMM format\n", + " return int(date_str)\n", + " return None # Invalid format\n", + "\n", + "def query_hybrid_rag(query, date_before=None, date_after=None, threshold=0.4):\n", + " \"\"\"\n", + " Queries the Hybrid Ensemble Retriever and calculates confidence.\n", + " \"\"\"\n", + " # Note: EnsembleRetriever typically returns documents without scores by default.\n", + " # To provide the confidence metric you requested, we use the base Chroma retriever\n", + " # for the score while using the ensemble for the document set.\n", + " search_kwargs = {\"k\": 3}\n", + " filters = []\n", + "\n", + " normalized_date_after = normalize_date_filter_value(date_after, is_before=False)\n", + " normalized_date_before = normalize_date_filter_value(date_before, is_before=True)\n", + "\n", + " if normalized_date_after:\n", + " filters.append({\"file_date\": {\"$gte\": normalized_date_after}})\n", + " if normalized_date_before:\n", + " filters.append({\"file_date\": {\"$lte\": normalized_date_before}})\n", + "\n", + " if filters:\n", + " if len(filters) == 1:\n", + " search_kwargs[\"filter\"] = filters[0]\n", + " else:\n", + " search_kwargs[\"filter\"] = {\"$and\": filters}\n", + "\n", + " # Get ensemble results\n", + " docs = ensemble_retriever.invoke(query)\n", + "\n", + " # Get scores specifically from Chroma for the confidence metric\n", + " results_with_scores = vectorstore.similarity_search_with_relevance_scores(query, **search_kwargs)\n", + "\n", + " avg_score = sum(score for doc, score in results_with_scores) / len(results_with_scores) if results_with_scores else 0.0\n", + " needs_web_search = avg_score < threshold\n", + "\n", + " print(f\"Hybrid Query: {query}\")\n", + " print(f\"Confidence Score: {avg_score:.4f}\")\n", + " print(f\"Action: {'TRIGGER WEB SEARCH' if needs_web_search else 'LOCAL DATA SUFFICIENT'}\")\n", + "\n", + " return docs, avg_score, needs_web_search\n", + "\n", + "# Example usage:\n", + "# docs, conf, search = query_hybrid_rag(\"inflation trends\", date_before=20260101, date_after=20250101)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "iOeipKrUM9Zf", + "outputId": "cb768336-771a-49bd-c966-ead9b3328941" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hybrid Query: Increase the System Open Market Account holdings of Treasury securities by how much\n", + "Confidence Score: 0.7628\n", + "Action: LOCAL DATA SUFFICIENT\n", + "[Document(metadata={'file_date': 202509170000, 'source_file': 'monetary20250917a1.pdf', 'section': 'unlabeled'}, page_content='Decisions Regarding Monetary Policy Implementation \\nThe Federal Reserve has made the following decisions to implement the monetary policy stance \\nannounced by the Federal Open Market Committee in its statement on September 17, 2025: \\n• The Board of Governors of the Federal Reserve System voted to lower the interest rate paid \\non reserve balances to 4.15 percent, effective September 18, 2025. \\n• As part of its policy decision, the Federal Open Market Committee voted to direct the Open \\nMarket Desk at the Federal Reserve Bank of New York, until instructed otherwise, to \\nexecute transactions in the System Open Market Account in accordance with the following \\ndomestic policy directive: \\n\"Effective September 18, 2025, the Federal Open Market Committee directs the Desk to: \\no Undertake open market operations as necessary to maintain the federal funds rate \\nin a target range of 4 to 4-1/4 percent. \\no Conduct standing overnight repurchase agreement operations with a minimum bid \\nrate of 4.25 percent and with an aggregate operation limit of $500 billion. \\no Conduct standing overnight reverse repurchase agreement operations at an \\noffering rate of 4 percent and with a per-counterparty limit of $160 billion per \\nday. \\no Roll over at auction the amount of principal payments from the Federal Reserve\\'s \\nholdings of Treasury securities maturing in each calendar month that exceeds a \\ncap of $5 billion per month.'), Document(metadata={'file_date': 202509170000, 'source_file': 'monetary20250917a1.pdf', 'section': 'unlabeled'}, page_content='Redeem Treasury coupon securities up to this \\nmonthly cap and Treasury bills to the extent that coupon principal payments are \\nless than the monthly cap. \\no Reinvest the amount of principal payments from the Federal Reserve\\'s holdings of \\nagency debt and agency mortgage-backed securities (MBS) received in each \\ncalendar month that exceeds a cap of $35 billion per month into Treasury \\nsecurities to roughly match the maturity composition of Treasury securities \\noutstanding. \\no Allow modest deviations from stated amounts for reinvestments, if needed for \\noperational reasons.\"'), Document(metadata={'file_date': 202509170000, 'source_file': 'monetary20250917a1.pdf', 'section': 'unlabeled'}, page_content=\"• In a related action, the Board of Governors of the Federal Reserve System voted to \\napprove a 1/4 percentage point decrease in the primary credit rate to 4.25 percent, \\neffective September 18, 2025. In taking this action, the Board approved requests to \\nestablish that rate submitted by the Boards of Directors of the Federal Reserve Banks of \\nBoston, New York, Philadelphia, Richmond, Atlanta, Chicago, Minneapolis, Kansas \\nCity, Dallas, and San Francisco.\\n\\n(more)\\n\\n-2-\\n\\nThis information will be updated as appropriate to reflect decisions of the Federal Open Market \\nCommittee or the Board of Governors regarding details of the Federal Reserve's operational tools \\nand approach used to implement monetary policy. \\nMore information regarding open market operations and reinvestments may be found on the \\nFederal Reserve Bank of New York's website.\")]\n" + ] + } + ], + "source": [ + "docs, conf, search = query_hybrid_rag(\"Increase the System Open Market Account holdings of Treasury securities by how much\", date_before=202601010000)\n", + "print(docs)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "92653fd7", + "outputId": "b433c217-2834-4a1d-f6ff-d73d72a2bbfe" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "--- Extracted Document Contents (2026-09-08T02:40:08) ---\n", + "Document 1 (Source: monetary20250917a1.pdf | Date: 202509170000):\n", + "Decisions Regarding Monetary Policy Implementation \n", + "The Federal Reserve has made the following decisions to implement the monetary policy stance \n", + "announced by the Federal Open Market Committee in its statement on September 17, 2025: \n", + "• The Board of Governors of the Federal Reserve System voted to lower the interest rate paid \n", + "on reserve balances to 4.15 percent, effective September 18, 2025. \n", + "• As part of its policy decision, the Federal Open Market Committee voted to direct the Open \n", + "Market Desk at the Federal Reserve Bank of New York, until instructed otherwise, to \n", + "execute transactions in the System Open Market Account in accordance with the following \n", + "domestic policy directive: \n", + "\"Effective September 18, 2025, the Federal Open Market Committee directs the Desk to: \n", + "o Undertake open market operations as necessary to maintain the federal funds rate \n", + "in a target range of 4 to 4-1/4 percent. \n", + "o Conduct standing overnight repurchase agreement operations with a minimum bid \n", + "rate of 4.25 percent and with an aggregate operation limit of $500 billion. \n", + "o Conduct standing overnight reverse repurchase agreement operations at an \n", + "offering rate of 4 percent and with a per-counterparty limit of $160 billion per \n", + "day. \n", + "o Roll over at auction the amount of principal payments from the Federal Reserve's \n", + "holdings of Treasury securities maturing in each calendar month that exceeds a \n", + "cap of $5 billion per month.\n", + "\n", + "------------------------------\n", + "\n", + "Document 2 (Source: monetary20250917a1.pdf | Date: 202509170000):\n", + "Redeem Treasury coupon securities up to this \n", + "monthly cap and Treasury bills to the extent that coupon principal payments are \n", + "less than the monthly cap. \n", + "o Reinvest the amount of principal payments from the Federal Reserve's holdings of \n", + "agency debt and agency mortgage-backed securities (MBS) received in each \n", + "calendar month that exceeds a cap of $35 billion per month into Treasury \n", + "securities to roughly match the maturity composition of Treasury securities \n", + "outstanding. \n", + "o Allow modest deviations from stated amounts for reinvestments, if needed for \n", + "operational reasons.\"\n", + "\n", + "------------------------------\n", + "\n", + "Document 3 (Source: monetary20250917a1.pdf | Date: 202509170000):\n", + "• In a related action, the Board of Governors of the Federal Reserve System voted to \n", + "approve a 1/4 percentage point decrease in the primary credit rate to 4.25 percent, \n", + "effective September 18, 2025. In taking this action, the Board approved requests to \n", + "establish that rate submitted by the Boards of Directors of the Federal Reserve Banks of \n", + "Boston, New York, Philadelphia, Richmond, Atlanta, Chicago, Minneapolis, Kansas \n", + "City, Dallas, and San Francisco.\n", + "\n", + "(more)\n", + "\n", + "-2-\n", + "\n", + "This information will be updated as appropriate to reflect decisions of the Federal Open Market \n", + "Committee or the Board of Governors regarding details of the Federal Reserve's operational tools \n", + "and approach used to implement monetary policy. \n", + "More information regarding open market operations and reinvestments may be found on the \n", + "Federal Reserve Bank of New York's website.\n", + "\n", + "------------------------------\n", + "\n" + ] + } + ], + "source": [ + "# Extract and print the content of each document\n", + "from datetime import datetime\n", + "\n", + "print(f\"\\n--- Extracted Document Contents ({datetime.now().isoformat(timespec='seconds')}) ---\")\n", + "for i, doc in enumerate(docs):\n", + " print(f\"Document {i+1} (Source: {doc.metadata.get('source_file')} | Date: {doc.metadata.get('file_date')}):\")\n", + " print(doc.page_content)\n", + " print(\"\\n\" + \"-\" * 30 + \"\\n\")" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "baa10y-forecasting (3.12.3.final.0)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": { + "00657cbce5c64a8dab680c8aa5567c7b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_c83ea3888b8c44ee9d1409e30d805e8a", + "placeholder": "​", + "style": "IPY_MODEL_0960e2dbfae1472eb23ae193055c738f", + "value": "model.safetensors: reconstructing file: 100%" + } + }, + "04ad6c095f7a4002a634a36c6db51bec": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_913a077e81c24a9eac989b80e10eadb7", + "placeholder": "​", + "style": "IPY_MODEL_1b532c4d1dfe42fcafdf50c6e88705f1", + "value": "model.safetensors: downloading bytes: " + } + }, + "070efa0a613044eb8f9af44c75b5cb85": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_21784cfa107e4b0da97c13fc91fc6d43", + "IPY_MODEL_22e471d4d22348d4b723260d7130c45b", + "IPY_MODEL_070f3afa198948dd97c1aae5638b7bf9" + ], + "layout": "IPY_MODEL_f6c2953cce6644058ed0f5a6d12bbbeb" + } + }, + "070f3afa198948dd97c1aae5638b7bf9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_4bca91d0406847489e0dbb6e7a223540", + "placeholder": "​", + "style": "IPY_MODEL_9da5449e143946e9b231d88bbea0cbec", + "value": " 356/356 [00:00<00:00, 28.7kB/s]" + } + }, + "0716226e32d44a33a0a9f69b74761958": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_93446af8f4014bf3a2273631d86db021", + "IPY_MODEL_e81ea74a819448a4a421d3828b54b0b8", + "IPY_MODEL_4e033812e0864d619a0039d9326b4960" + ], + "layout": "IPY_MODEL_5fc8ecad92c344aeb8b534a67a85c145" + } + }, + "07aa405776f34912b3fa3d6258fafa12": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_59d6c7349743480da2e2d48df184779e", + "max": 437955512, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_6000f3ee360c46faa89ffe1d29174e95", + "value": 437955512 + } + }, + "0960e2dbfae1472eb23ae193055c738f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "09842ad2a0ef4f96868cbb3904132363": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "0af5f63fe69a425fb468f92431484ec9": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "0b75d6ecd2bc48ad8ad8581830e16e41": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "0b82ff9599a24267a5cc55fb39fcd327": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_ae65b2baa3ba4abc932d0d98fa6ddb47", + "placeholder": "​", + "style": "IPY_MODEL_239591edcb7f4bb7bed1616c3956e07b", + "value": "  291MB, 23.0MB/s  " + } + }, + "0df7cfa0b51547b2b9dbba3db351742f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "0e16ea7280dd4c548750fea8551b80c6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_3daaeefdff824a3da982f65c6bcd0d44", + "max": 10502, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_8e37d3048ea7402885b44602a848877f", + "value": 10502 + } + }, + "0e8eb2c9602343538656df2be2eeec35": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "0f0d138e5f0240a6931d02725c57a7dc": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_da5447a35a0341f4a7b3a759432c46f6", + "IPY_MODEL_a67b09915bfa45fc981d51056347b47e", + "IPY_MODEL_7187c08e9387461d9610fac3d42fdd4a" + ], + "layout": "IPY_MODEL_9e136c7b4c6f4537b47a0d0002aa2f30" + } + }, + "0f32519443404d0ca836e6f01fbbb6fe": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_1e7ccff1897145a38449cd916dfcbe97", + "IPY_MODEL_3865d5c31ab946208947133b80779064", + "IPY_MODEL_cd36f70f2dc8409ebb6de27e9e1897e9" + ], + "layout": "IPY_MODEL_c899a63fdce04e878c676e79355b7173" + } + }, + "1014c8b3c06f4f05b15c612f9080f60e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_f2721d3bdc3b418fb291929dfc2ad054", + "IPY_MODEL_dac6f5c1347149638b2a10bcbec52d3e", + "IPY_MODEL_e67a53a5a31e47489007b2f4e53e81fa" + ], + "layout": "IPY_MODEL_57714972f8a4496e944b22c02478ca88" + } + }, + "1140a367cde348c59a12ee26203770fa": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "1318c457243c46c49f85da2f55721134": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "134d90faf5b44e26a10cd8d5832ea6a1": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "177a3930c9ae41799259549044ddbb30": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_bf2dd299e6a34c8a92c3d3113ca78710", + "placeholder": "​", + "style": "IPY_MODEL_ed9aecf8c7a447888b5f3de065805bd3", + "value": "vocab.txt: 100%" + } + }, + "1792bbc130004f7293ee994a22efc13b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "18cf57fe3470472cbd46b0019e0c20f0": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "1a48f3acfad94d7ba04f6c6f8a74b111": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_92ed47aacd564569968a8898ebab9478", + "max": 387, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_fe9a6c14229749369ac95dfa623544ab", + "value": 387 + } + }, + "1b532c4d1dfe42fcafdf50c6e88705f1": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "1bb28a6a94cf47dd965b5fbadaee1739": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "1e541f59967d480f99a25a4b48e6e8da": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "1e7ccff1897145a38449cd916dfcbe97": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_b7d310b254b147db9fe897da013df934", + "placeholder": "​", + "style": "IPY_MODEL_1e541f59967d480f99a25a4b48e6e8da", + "value": "config.json: 100%" + } + }, + "1ea0d63ff7ec4c2f82a5292fe4728c28": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "21784cfa107e4b0da97c13fc91fc6d43": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_1140a367cde348c59a12ee26203770fa", + "placeholder": "​", + "style": "IPY_MODEL_d921f8110d6749f1a1504f604130c256", + "value": "tokenizer_config.json: 100%" + } + }, + "22e471d4d22348d4b723260d7130c45b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_57ff7f516e3342169a13e3db74d7e655", + "max": 356, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_134d90faf5b44e26a10cd8d5832ea6a1", + "value": 356 + } + }, + "22e9afc96a3845f69d9c838434a30fe9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_dba734d7244c40d6bd9a4946916d8e98", + "placeholder": "​", + "style": "IPY_MODEL_7d12dd4fd301465eb4d0a0930c93ccca", + "value": " 85.0MB, 8.20MB/s  " + } + }, + "239591edcb7f4bb7bed1616c3956e07b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "242c46e5e8f4457595c473d9634ff67b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "244e40cd4ceb49f5bbdce3271bcba177": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_7897e874eb944ac9b80c65ca6d548e0a", + "placeholder": "​", + "style": "IPY_MODEL_34609f01dee54b0096caa34e15cb0b72", + "value": " 57.0/57.0 [00:00<00:00, 4.98kB/s]" + } + }, + "2594ab00cfac430f8a84575e59e9305c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "25b3dbf29f444b4e8f2e794940e1f45e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "2771b26f5352476b828a7ab101e95ab0": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_242c46e5e8f4457595c473d9634ff67b", + "max": 112, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_bcd6c36b1cca411cad09c05574066ab7", + "value": 112 + } + }, + "281d324fd19448ce9090b4cbde7b5069": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_2b927776e40e464fb12b3b2ba9a675bb", + "placeholder": "​", + "style": "IPY_MODEL_63d5feb6f3f54728baaa037f142d7e95", + "value": "modules.json: 100%" + } + }, + "286db6d072df4dcd91e29db999fe8f02": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_3924d34b11f84399a62465ba2e38f783", + "max": 466247, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_9fbb6f9ce41143e697de679030183fdc", + "value": 466247 + } + }, + "2a62831389974573898089e0a84fd3c4": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "2b8498a58eed4d5cbc2a15371dac6ff5": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "2b927776e40e464fb12b3b2ba9a675bb": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "2c1630d6fd574bc8b963ac0b2314d4aa": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_4a9e57fa4f68469f9a50032d058bbccf", + "placeholder": "​", + "style": "IPY_MODEL_a0b77b3266cb4187bd1c6e186a5b68fb", + "value": "tokenizer.json: 100%" + } + }, + "2c47d59baf0d44578a5dcfde4de1bd0f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "2d02384778a942258f5ba860f9664462": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "2d313398980c41528c2d85d1ce892034": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_1ea0d63ff7ec4c2f82a5292fe4728c28", + "max": 466081, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_886f82e445534265aa3f81c8b5464a6b", + "value": 466081 + } + }, + "2d44260d57cd456d90c14d80b03f7ba6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_4de0078f98a9487a991a888492d59a30", + "placeholder": "​", + "style": "IPY_MODEL_25b3dbf29f444b4e8f2e794940e1f45e", + "value": "  438MB /  438MB, 27.7MB/s  " + } + }, + "2db2e100ee85458ab821f571e87c909c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "2e4ccba2ed9f4e328075ad6bea511ca7": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "2ea08f2fbc5744c1b0674af2f24d9536": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "2eea719d4a144c23816b44636dfba6b3": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "2f9d6287218543a2bd73f02c8733a91b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_e9ad051ed6c44c5c9e7fc1e4cd79e444", + "placeholder": "​", + "style": "IPY_MODEL_be955dc34c124d04b48c7f17b24bcc91", + "value": " 67.6k/67.6k [00:00<00:00, 3.22MB/s]" + } + }, + "2fdbfbe6d3e54c80aca8fea42836fb56": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "325b89ab9a9c4ce48a2eb063e3ef4917": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_2fdbfbe6d3e54c80aca8fea42836fb56", + "placeholder": "​", + "style": "IPY_MODEL_2c47d59baf0d44578a5dcfde4de1bd0f", + "value": " 103/103 [00:00<00:00, 2176.10it/s]" + } + }, + "32b532bcae8f484da439d97bd3a5d415": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_2c1630d6fd574bc8b963ac0b2314d4aa", + "IPY_MODEL_286db6d072df4dcd91e29db999fe8f02", + "IPY_MODEL_9804c4225f3d4f3f9ef005ba8a5b7dea" + ], + "layout": "IPY_MODEL_65ef5ec9f5fd49b1a798cc8a0f86e4d4" + } + }, + "32cc74aa40874dacb7e32473858ebc9b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "32ee4014efb147e59d7306c034db6f3d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_b4c38c159026419dba77661d6e0ee496", + "IPY_MODEL_1a48f3acfad94d7ba04f6c6f8a74b111", + "IPY_MODEL_dd6898d61bc146c0ab5904691244df82" + ], + "layout": "IPY_MODEL_f63e6ed7e5db404d8af13faa260afcf8" + } + }, + "34609f01dee54b0096caa34e15cb0b72": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "34bd0488238c416dbada9156d854f041": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_82b126e13b2448fd8be236eeeea45f0c", + "placeholder": "​", + "style": "IPY_MODEL_2e4ccba2ed9f4e328075ad6bea511ca7", + "value": " 190/190 [00:00<00:00, 13.0kB/s]" + } + }, + "376178dc62c14d769242a01128fb9202": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "37e678abe84e4cbfa7d2c177aca97eba": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3865d5c31ab946208947133b80779064": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_68a86325eb9a4571b9cbc8cd278dd62a", + "max": 645, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_75c94933c4374e3a8feee5a864db29dd", + "value": 645 + } + }, + "38d74ccba87e4b7bae3129c5c1db0c2e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "39200219c8844f219732009b873944b5": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_f54e0c36a16647ceade0e1ee7e7798b2", + "max": 90868376, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_e3a501f352f541e5925167b31680e297", + "value": 84982110 + } + }, + "3924d34b11f84399a62465ba2e38f783": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "399ed8d2bdbb47caabdab766381f068e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_0b75d6ecd2bc48ad8ad8581830e16e41", + "max": 200, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_7b8c6586036243d2a0a52346c4458b81", + "value": 200 + } + }, + "3a0776ff248e4882a99869b03f6a0bff": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_757b24a8b4064094b81fc4ac8c9e633a", + "placeholder": "​", + "style": "IPY_MODEL_a5535e189f7440d4911233a789afa0cb", + "value": " 349/349 [00:00<00:00, 25.7kB/s]" + } + }, + "3a7943acfffc4aecb8cd20b54d5dc886": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3ac2e98245bd49dda8554f1414be3e16": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_5371863607f342ca8307a91f2414784a", + "placeholder": "​", + "style": "IPY_MODEL_8167bd72495e4d8c9b26094b3949ce68", + "value": "model.safetensors: downloading bytes: " + } + }, + "3daaeefdff824a3da982f65c6bcd0d44": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3e1a993e8df547bb9ce9a144911b11a8": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3e1bf833544e40ccb68d23a72790f47b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3f0f27f8b21b4d7a8c593c11e855d30b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3f13ae6d9ba64a21bd7cf7d1cbd26dc8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_0e8eb2c9602343538656df2be2eeec35", + "max": 103, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_77260928cdae4eedb7f43ee386e38226", + "value": 103 + } + }, + "3f32a0c52f0349deacb923c29cdaca12": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_b6b4e2b298674a3099992e58b3e37bf6", + "max": 53, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_2a62831389974573898089e0a84fd3c4", + "value": 53 + } + }, + "3f837dfdce9f44749c3b5f0baca3c3b2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "414775fa6feb493da4e00ae0bb5f0fac": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "41acd89df7a6448cb8e7938c2d118477": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "420e58cf196b46449457b840bb7663ea": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_d1ccf979d6c947e6a849d2c3f19d2666", + "IPY_MODEL_b7940610d9324d01b58702ccdf70270b", + "IPY_MODEL_9cbe0c661e3a403faeb5490620ea7de0" + ], + "layout": "IPY_MODEL_ec1b147e95a247599a7e9a744f813bf0" + } + }, + "43df4967c7cd4e419e6d607061648d4d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "4419e16ffe6f42908c23f3a56e6b070a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_be787a6425554a5eba6130f997b44972", + "IPY_MODEL_7562608d386c4a5d848dc9ea1c63311a", + "IPY_MODEL_715418acab434a198ce8744f15593881" + ], + "layout": "IPY_MODEL_a1b356b5fb1e4924bb5d7aba9648481b" + } + }, + "44eece829b224a24b8229ba9df38a36c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "46f5d3de228843b9806ce26c257d12ec": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "49f962be1469462682981a190db8b770": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "4a9e57fa4f68469f9a50032d058bbccf": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "4ab2027dcb744597bb4d966ddffc92d3": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "4ae714ccc9db4993bda1057c28055e71": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "4bc6accd09154879aea4a32b1646fe33": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_b133a935c2354ba18356480836107ca1", + "placeholder": "​", + "style": "IPY_MODEL_2db2e100ee85458ab821f571e87c909c", + "value": "tokenizer.json: 100%" + } + }, + "4bca91d0406847489e0dbb6e7a223540": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "4bf48d4dd4074ecdad434820443a6638": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "4de0078f98a9487a991a888492d59a30": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "4e033812e0864d619a0039d9326b4960": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_f4fb9e46a97c4fa688bc17a8307d634b", + "placeholder": "​", + "style": "IPY_MODEL_51476bf23839419994e5cffcec3cf7a4", + "value": " 199/199 [00:00<00:00, 3456.81it/s]" + } + }, + "4fbfdae680e44cc78cc4cd50c7f2b9d3": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_ffa1d427b6134bc0aad3d03d6eaf37b6", + "max": 437955512, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_44eece829b224a24b8229ba9df38a36c", + "value": 290864357 + } + }, + "5065c3cba3f748e18251f7926424ed02": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_00657cbce5c64a8dab680c8aa5567c7b", + "IPY_MODEL_75964d981933486ba9b873d290f5513a", + "IPY_MODEL_cb688545fc5843e8ace6c6e5f062a615" + ], + "layout": "IPY_MODEL_df39956b46454e7382e58097cb4a77f1" + } + }, + "51476bf23839419994e5cffcec3cf7a4": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "52e695bba4fc41ae88e935317eec7cc4": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_b7d53e5fb21142f497715d2ca5af45c2", + "placeholder": "​", + "style": "IPY_MODEL_09842ad2a0ef4f96868cbb3904132363", + "value": "config.json: 100%" + } + }, + "5303e4756c994259abe23240e97709be": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_8f69f1ce2f9f412580d34b91f3d452a8", + "IPY_MODEL_0e16ea7280dd4c548750fea8551b80c6", + "IPY_MODEL_70e6e2656399477e882456615289b9ba" + ], + "layout": "IPY_MODEL_0af5f63fe69a425fb468f92431484ec9" + } + }, + "5371863607f342ca8307a91f2414784a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "555347c4bf2e4c75b3fde78297cc628c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "55c48896baed43ed98e3b51b7ab8d4d1": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "56e93043ba6c410e997c71a27e4ba49b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "57714972f8a4496e944b22c02478ca88": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "5790e08a4d33401d9ebc9d01172be01b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_5dc276766ecc4bcfbd9f399d5abdc646", + "placeholder": "​", + "style": "IPY_MODEL_4ae714ccc9db4993bda1057c28055e71", + "value": "special_tokens_map.json: 100%" + } + }, + "57b1b0555ac24471bd2976338d7eeefe": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "57ff7f516e3342169a13e3db74d7e655": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "5824d600c35c4160a09a1d68e21aedd9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "59b7df182edb46d9a5b359fa96b0504b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_698c7f47b51049a8ba86e237cc05d507", + "placeholder": "​", + "style": "IPY_MODEL_55c48896baed43ed98e3b51b7ab8d4d1", + "value": "config.json: 100%" + } + }, + "59d6c7349743480da2e2d48df184779e": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "5dc276766ecc4bcfbd9f399d5abdc646": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "5fc8ecad92c344aeb8b534a67a85c145": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6000f3ee360c46faa89ffe1d29174e95": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "6247b3b0f36e4a1da508f7c4d68dee3f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "62f73c4e180c4922a7a3289bb86512b5": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_52e695bba4fc41ae88e935317eec7cc4", + "IPY_MODEL_399ed8d2bdbb47caabdab766381f068e", + "IPY_MODEL_7948a6eddb07433e8fb55a5259ce97bd" + ], + "layout": "IPY_MODEL_7ab99b6cc71040d9a7d4e3b6bd345a23" + } + }, + "6354d84651ef4390a27e3e7f47747df0": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "63d5feb6f3f54728baaa037f142d7e95": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "646e3ed34eee4c3e89f133eb2b87da2a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_281d324fd19448ce9090b4cbde7b5069", + "IPY_MODEL_ec595d738ec34d4ea4a1a042f5a66369", + "IPY_MODEL_3a0776ff248e4882a99869b03f6a0bff" + ], + "layout": "IPY_MODEL_37e678abe84e4cbfa7d2c177aca97eba" + } + }, + "651e0b3452fa4d878097eea2dd64906c": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6598bb6d9fa84f849d153e124ba32ad7": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "65ef5ec9f5fd49b1a798cc8a0f86e4d4": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "662c46d9d69c4f9d88bf403a70f2a98b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6698d711693e4443a47a2bcae5a01915": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "66eefa90c22249258762574bb44a2c45": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "68a86325eb9a4571b9cbc8cd278dd62a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "698c7f47b51049a8ba86e237cc05d507": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "69c47a9989e44f3680e97e1b795f6006": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "6b6ee2bb8d964b2d828e36f322ba7211": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_5790e08a4d33401d9ebc9d01172be01b", + "IPY_MODEL_2771b26f5352476b828a7ab101e95ab0", + "IPY_MODEL_e9fec9e838c1447dbc3f260298a33829" + ], + "layout": "IPY_MODEL_1bb28a6a94cf47dd965b5fbadaee1739" + } + }, + "6c620af60a8c454b95f9495b21391ebe": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_88d6f91e37714bedbfb4b2ff6ced5cd2", + "IPY_MODEL_da904a4595df4673977462ef87c8e302", + "IPY_MODEL_34bd0488238c416dbada9156d854f041" + ], + "layout": "IPY_MODEL_49f962be1469462682981a190db8b770" + } + }, + "708f306af06941afac6be0e13553d210": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "70e6e2656399477e882456615289b9ba": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_57b1b0555ac24471bd2976338d7eeefe", + "placeholder": "​", + "style": "IPY_MODEL_43df4967c7cd4e419e6d607061648d4d", + "value": " 10.5k/10.5k [00:00<00:00, 802kB/s]" + } + }, + "715418acab434a198ce8744f15593881": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_780a4c98acf04c0b87635b38faf7f172", + "placeholder": "​", + "style": "IPY_MODEL_376178dc62c14d769242a01128fb9202", + "value": " 232k/232k [00:00<00:00, 5.69MB/s]" + } + }, + "7187c08e9387461d9610fac3d42fdd4a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_f6fc3ebd34fa417ab034fe4563551ca2", + "placeholder": "​", + "style": "IPY_MODEL_1318c457243c46c49f85da2f55721134", + "value": " 350/350 [00:00<00:00, 29.5kB/s]" + } + }, + "7562608d386c4a5d848dc9ea1c63311a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_b2cae0829e24455483e4b8ab3bd47acb", + "max": 231508, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_a4f6dadfbc41488493e768be48039ca9", + "value": 231508 + } + }, + "757b24a8b4064094b81fc4ac8c9e633a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "75964d981933486ba9b873d290f5513a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_9f258bc115b848adb3cf4b6c25ac68b2", + "max": 90868376, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_5824d600c35c4160a09a1d68e21aedd9", + "value": 90868376 + } + }, + "75c94933c4374e3a8feee5a864db29dd": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "763082aa08eb4a7eb07a84b150738960": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "77260928cdae4eedb7f43ee386e38226": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "7749f9f8f4cc4369a145cd5efb8e2ba0": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_6698d711693e4443a47a2bcae5a01915", + "placeholder": "​", + "style": "IPY_MODEL_8126fd1ebafe42a3b1f1a30641cfdf92", + "value": "model.safetensors: reconstructing file: 100%" + } + }, + "77cd4175298045e19266bf6ab625cc37": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_66eefa90c22249258762574bb44a2c45", + "placeholder": "​", + "style": "IPY_MODEL_41acd89df7a6448cb8e7938c2d118477", + "value": "sentence_bert_config.json: 100%" + } + }, + "77e9793f4ac64f40b12559bdd701eb8d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "780a4c98acf04c0b87635b38faf7f172": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "780e443cbd9848bca52d28ff84ce36c2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_f737e922d2d948859c1d1da798147dca", + "placeholder": "​", + "style": "IPY_MODEL_f3d89e964c794e679de592ffd8893184", + "value": " 466k/466k [00:00<00:00, 14.5MB/s]" + } + }, + "788b70ad12794883a82f1f8b5b7fbd9c": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "7897e874eb944ac9b80c65ca6d548e0a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "7948a6eddb07433e8fb55a5259ce97bd": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_c9d4384744ec4cfa9e96226e8bd3942f", + "placeholder": "​", + "style": "IPY_MODEL_ca5a9fc86a214098b64d4e036aef78cf", + "value": " 200/200 [00:00<00:00, 8.89kB/s]" + } + }, + "7ab99b6cc71040d9a7d4e3b6bd345a23": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "7b8c6586036243d2a0a52346c4458b81": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "7c46c08d34a64c0bb6e71a0b30b38f11": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_77cd4175298045e19266bf6ab625cc37", + "IPY_MODEL_3f32a0c52f0349deacb923c29cdaca12", + "IPY_MODEL_8f1385ebd7c24e47a8da255cac1151a6" + ], + "layout": "IPY_MODEL_414775fa6feb493da4e00ae0bb5f0fac" + } + }, + "7d12dd4fd301465eb4d0a0930c93ccca": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "7d38b66cc6294a98966a84d419526e3f": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "7f3154925cc44e3aad911e54ae7bfe54": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "7f957ac6b8bf4942a6c98b9b08cde239": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "8117720b3c904672b90935de4ad3d54c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_3e1bf833544e40ccb68d23a72790f47b", + "max": 231508, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_7f957ac6b8bf4942a6c98b9b08cde239", + "value": 231508 + } + }, + "8126fd1ebafe42a3b1f1a30641cfdf92": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "8167bd72495e4d8c9b26094b3949ce68": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "82b126e13b2448fd8be236eeeea45f0c": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "8664dd571a1643879e2b19615b53c122": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "86c548acc49f43c89e64c0dae3384f9e": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "876785fa10fe4639aa79f26ffe87bd70": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "8848d99942d5409ba31f5f2fc434b41f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_56e93043ba6c410e997c71a27e4ba49b", + "placeholder": "​", + "style": "IPY_MODEL_934c6e31acde4db496b4ccaad9d7e91d", + "value": "sentence_bert_config.json: 100%" + } + }, + "885bb890bd8d49aeb9eb5e3da14b1828": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "886f82e445534265aa3f81c8b5464a6b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "88d6f91e37714bedbfb4b2ff6ced5cd2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_ac03f68e8910490ebc5152b960511ad5", + "placeholder": "​", + "style": "IPY_MODEL_ebca1c70d05f46c7a8fe10392822387e", + "value": "config.json: 100%" + } + }, + "8afb46822c9b4d01b1a785e1800c0899": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_ebbc3210fa864b95bf1d5834665a59d5", + "placeholder": "​", + "style": "IPY_MODEL_6247b3b0f36e4a1da508f7c4d68dee3f", + "value": " 232k/232k [00:00<00:00, 7.84MB/s]" + } + }, + "8deabbccb0af411f97a7adfa96aa2afb": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_6598bb6d9fa84f849d153e124ba32ad7", + "placeholder": "​", + "style": "IPY_MODEL_9f2d19f4e675459bb11ad3ce80736a91", + "value": "Loading weights: 100%" + } + }, + "8e37d3048ea7402885b44602a848877f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "8f1385ebd7c24e47a8da255cac1151a6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_662c46d9d69c4f9d88bf403a70f2a98b", + "placeholder": "​", + "style": "IPY_MODEL_38d74ccba87e4b7bae3129c5c1db0c2e", + "value": " 53.0/53.0 [00:00<00:00, 4.03kB/s]" + } + }, + "8f69f1ce2f9f412580d34b91f3d452a8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_b3071c78c4474f3e8a412a20efb3a296", + "placeholder": "​", + "style": "IPY_MODEL_3f837dfdce9f44749c3b5f0baca3c3b2", + "value": "README.md: 100%" + } + }, + "90bfc1807f0b4b7799849dd0f8b77f47": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_b0e6e2afe001483c997f1ef72399b712", + "placeholder": "​", + "style": "IPY_MODEL_d8f921b29c644ac588843c85d1aed9bb", + "value": " 612/612 [00:00<00:00, 43.4kB/s]" + } + }, + "91115e3b01834b5396c3b93a9b849a07": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "913a077e81c24a9eac989b80e10eadb7": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "92c954ad6cd741c2bf19c0317250114e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_59b7df182edb46d9a5b359fa96b0504b", + "IPY_MODEL_f128919cfc6d4fd5938a047f2ffb46a9", + "IPY_MODEL_90bfc1807f0b4b7799849dd0f8b77f47" + ], + "layout": "IPY_MODEL_788b70ad12794883a82f1f8b5b7fbd9c" + } + }, + "92ed47aacd564569968a8898ebab9478": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "93446af8f4014bf3a2273631d86db021": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_3f0f27f8b21b4d7a8c593c11e855d30b", + "placeholder": "​", + "style": "IPY_MODEL_876785fa10fe4639aa79f26ffe87bd70", + "value": "Loading weights: 100%" + } + }, + "934c6e31acde4db496b4ccaad9d7e91d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "97ab48079b9b4f6a893ceda394c97773": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "9804c4225f3d4f3f9ef005ba8a5b7dea": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_32cc74aa40874dacb7e32473858ebc9b", + "placeholder": "​", + "style": "IPY_MODEL_be2810dd71c24103814893d5c951c564", + "value": " 466k/466k [00:00<00:00, 11.6MB/s]" + } + }, + "9a77a30e71774be89401592b47f5f6e8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "9b8fbd212d4847829fc635fa5aeac316": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "9cbe0c661e3a403faeb5490620ea7de0": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_1792bbc130004f7293ee994a22efc13b", + "placeholder": "​", + "style": "IPY_MODEL_b7f4aa531aea478ab5225e325b0011f6", + "value": " 112/112 [00:00<00:00, 9.29kB/s]" + } + }, + "9d2339916b9c4965a57d30150000baa8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_d210138bb9b549f7b878189b0847c56d", + "placeholder": "​", + "style": "IPY_MODEL_77e9793f4ac64f40b12559bdd701eb8d", + "value": "README.md: 100%" + } + }, + "9da5449e143946e9b231d88bbea0cbec": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "9e136c7b4c6f4537b47a0d0002aa2f30": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "9f258bc115b848adb3cf4b6c25ac68b2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "9f2d19f4e675459bb11ad3ce80736a91": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "9fbb6f9ce41143e697de679030183fdc": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "a0b77b3266cb4187bd1c6e186a5b68fb": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "a1337b705b294740b31d13f3aada28ac": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "a1b356b5fb1e4924bb5d7aba9648481b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "a4f6dadfbc41488493e768be48039ca9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "a5535e189f7440d4911233a789afa0cb": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "a5c0278200a04adda50a9e29e2068c58": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "a61bd5d581e246efb5036378b192cb79": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_8deabbccb0af411f97a7adfa96aa2afb", + "IPY_MODEL_3f13ae6d9ba64a21bd7cf7d1cbd26dc8", + "IPY_MODEL_325b89ab9a9c4ce48a2eb063e3ef4917" + ], + "layout": "IPY_MODEL_86c548acc49f43c89e64c0dae3384f9e" + } + }, + "a67b09915bfa45fc981d51056347b47e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_2b8498a58eed4d5cbc2a15371dac6ff5", + "max": 350, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_885bb890bd8d49aeb9eb5e3da14b1828", + "value": 350 + } + }, + "ac03f68e8910490ebc5152b960511ad5": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ae0237447ef74d57bda01c88380fb99d": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ae65b2baa3ba4abc932d0d98fa6ddb47": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b0e6e2afe001483c997f1ef72399b712": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b133a935c2354ba18356480836107ca1": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b20b4eae8fee4b7ab735424daa4547e2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_9d2339916b9c4965a57d30150000baa8", + "IPY_MODEL_f9fabac9104f4a5187260b0b1c6787dc", + "IPY_MODEL_2f9d6287218543a2bd73f02c8733a91b" + ], + "layout": "IPY_MODEL_2eea719d4a144c23816b44636dfba6b3" + } + }, + "b2cae0829e24455483e4b8ab3bd47acb": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b3071c78c4474f3e8a412a20efb3a296": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b4c38c159026419dba77661d6e0ee496": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_9b8fbd212d4847829fc635fa5aeac316", + "placeholder": "​", + "style": "IPY_MODEL_18cf57fe3470472cbd46b0019e0c20f0", + "value": "modules.json: 100%" + } + }, + "b4d69bffb339415e9feefbb7eb7b7b05": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "b508f9a959a14bd28d227a720a76cabc": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_651e0b3452fa4d878097eea2dd64906c", + "max": 57, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_46f5d3de228843b9806ce26c257d12ec", + "value": 57 + } + }, + "b589143b0bc4435aae474ac320238d2c": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b68dd459349e441f979d39b2b6248599": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "b6b4e2b298674a3099992e58b3e37bf6": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b7940610d9324d01b58702ccdf70270b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_c5665fd723bf43d6aaf6388ec6409ad2", + "max": 112, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_69c47a9989e44f3680e97e1b795f6006", + "value": 112 + } + }, + "b7d310b254b147db9fe897da013df934": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b7d53e5fb21142f497715d2ca5af45c2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b7f4aa531aea478ab5225e325b0011f6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "b94760f267f5445fb32863bb42b99b5c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_04ad6c095f7a4002a634a36c6db51bec", + "IPY_MODEL_4fbfdae680e44cc78cc4cd50c7f2b9d3", + "IPY_MODEL_0b82ff9599a24267a5cc55fb39fcd327" + ], + "layout": "IPY_MODEL_2ea08f2fbc5744c1b0674af2f24d9536" + } + }, + "bcd6c36b1cca411cad09c05574066ab7": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "be2810dd71c24103814893d5c951c564": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "be787a6425554a5eba6130f997b44972": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_3a7943acfffc4aecb8cd20b54d5dc886", + "placeholder": "​", + "style": "IPY_MODEL_555347c4bf2e4c75b3fde78297cc628c", + "value": "vocab.txt: 100%" + } + }, + "be955dc34c124d04b48c7f17b24bcc91": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "bf2dd299e6a34c8a92c3d3113ca78710": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c5665fd723bf43d6aaf6388ec6409ad2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c83ea3888b8c44ee9d1409e30d805e8a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c899a63fdce04e878c676e79355b7173": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c9d4384744ec4cfa9e96226e8bd3942f": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ca5a9fc86a214098b64d4e036aef78cf": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "cb688545fc5843e8ace6c6e5f062a615": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_763082aa08eb4a7eb07a84b150738960", + "placeholder": "​", + "style": "IPY_MODEL_b4d69bffb339415e9feefbb7eb7b7b05", + "value": " 90.9MB / 90.9MB, 8.84MB/s  " + } + }, + "ccffca29fba649da8465d3ac4bf10c1c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_4bc6accd09154879aea4a32b1646fe33", + "IPY_MODEL_2d313398980c41528c2d85d1ce892034", + "IPY_MODEL_780e443cbd9848bca52d28ff84ce36c2" + ], + "layout": "IPY_MODEL_f53c4dde6ac0479188cdf86d7a9576ce" + } + }, + "cd36f70f2dc8409ebb6de27e9e1897e9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_2d02384778a942258f5ba860f9664462", + "placeholder": "​", + "style": "IPY_MODEL_ce8e8dc7681f41869ce69e3d47ce2455", + "value": " 645/645 [00:00<00:00, 50.0kB/s]" + } + }, + "ce8e8dc7681f41869ce69e3d47ce2455": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "d0baf5b237634f47b2353f016740840e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "d1ab54cd7f6f46d28d81bbb5d787b088": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "d1ccf979d6c947e6a849d2c3f19d2666": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_df48938575c04778aa26c0523194aaca", + "placeholder": "​", + "style": "IPY_MODEL_708f306af06941afac6be0e13553d210", + "value": "special_tokens_map.json: 100%" + } + }, + "d210138bb9b549f7b878189b0847c56d": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "d21ed0ab668d4d24b6266683ab699950": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "d43a023b84eb4f89b4f14a03d42c7631": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "d8f921b29c644ac588843c85d1aed9bb": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "d921f8110d6749f1a1504f604130c256": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "da5447a35a0341f4a7b3a759432c46f6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_a1337b705b294740b31d13f3aada28ac", + "placeholder": "​", + "style": "IPY_MODEL_6354d84651ef4390a27e3e7f47747df0", + "value": "tokenizer_config.json: 100%" + } + }, + "da904a4595df4673977462ef87c8e302": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_a5c0278200a04adda50a9e29e2068c58", + "max": 190, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_e3e2b57b8e484fa7850324191944f44f", + "value": 190 + } + }, + "dac6f5c1347149638b2a10bcbec52d3e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_d43a023b84eb4f89b4f14a03d42c7631", + "max": 116, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_7f3154925cc44e3aad911e54ae7bfe54", + "value": 116 + } + }, + "dba734d7244c40d6bd9a4946916d8e98": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "dd6898d61bc146c0ab5904691244df82": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_4ab2027dcb744597bb4d966ddffc92d3", + "placeholder": "​", + "style": "IPY_MODEL_4bf48d4dd4074ecdad434820443a6638", + "value": " 387/387 [00:00<00:00, 28.5kB/s]" + } + }, + "debeb65a2f25453584246396ce93a366": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "df26331eeba949bda2e2ed46f286c75c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "df39956b46454e7382e58097cb4a77f1": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "df48938575c04778aa26c0523194aaca": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "dfa2d352fb864676bf4023a133a487ed": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_7749f9f8f4cc4369a145cd5efb8e2ba0", + "IPY_MODEL_07aa405776f34912b3fa3d6258fafa12", + "IPY_MODEL_2d44260d57cd456d90c14d80b03f7ba6" + ], + "layout": "IPY_MODEL_d1ab54cd7f6f46d28d81bbb5d787b088" + } + }, + "e3a501f352f541e5925167b31680e297": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "e3e2b57b8e484fa7850324191944f44f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "e67a53a5a31e47489007b2f4e53e81fa": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_3e1a993e8df547bb9ce9a144911b11a8", + "placeholder": "​", + "style": "IPY_MODEL_2594ab00cfac430f8a84575e59e9305c", + "value": " 116/116 [00:00<00:00, 9.65kB/s]" + } + }, + "e81ea74a819448a4a421d3828b54b0b8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_7d38b66cc6294a98966a84d419526e3f", + "max": 199, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_9a77a30e71774be89401592b47f5f6e8", + "value": 199 + } + }, + "e88fc1b8aea04d2883b510d120ad174a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_8848d99942d5409ba31f5f2fc434b41f", + "IPY_MODEL_b508f9a959a14bd28d227a720a76cabc", + "IPY_MODEL_244e40cd4ceb49f5bbdce3271bcba177" + ], + "layout": "IPY_MODEL_fc43f8270ba548ecbf61f6b9b3abb3b2" + } + }, + "e9ad051ed6c44c5c9e7fc1e4cd79e444": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "e9fec9e838c1447dbc3f260298a33829": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_f90d450d83014c0e9b6ebed13ad1b052", + "placeholder": "​", + "style": "IPY_MODEL_0df7cfa0b51547b2b9dbba3db351742f", + "value": " 112/112 [00:00<00:00, 9.89kB/s]" + } + }, + "ebbc3210fa864b95bf1d5834665a59d5": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ebca1c70d05f46c7a8fe10392822387e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "ec1b147e95a247599a7e9a744f813bf0": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ec595d738ec34d4ea4a1a042f5a66369": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_97ab48079b9b4f6a893ceda394c97773", + "max": 349, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_d0baf5b237634f47b2353f016740840e", + "value": 349 + } + }, + "ed9aecf8c7a447888b5f3de065805bd3": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "f128919cfc6d4fd5938a047f2ffb46a9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_91115e3b01834b5396c3b93a9b849a07", + "max": 612, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_b68dd459349e441f979d39b2b6248599", + "value": 612 + } + }, + "f2721d3bdc3b418fb291929dfc2ad054": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_d21ed0ab668d4d24b6266683ab699950", + "placeholder": "​", + "style": "IPY_MODEL_8664dd571a1643879e2b19615b53c122", + "value": "config_sentence_transformers.json: 100%" + } + }, + "f3d89e964c794e679de592ffd8893184": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "f4fb9e46a97c4fa688bc17a8307d634b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f53c4dde6ac0479188cdf86d7a9576ce": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f54e0c36a16647ceade0e1ee7e7798b2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f63e6ed7e5db404d8af13faa260afcf8": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f6c2953cce6644058ed0f5a6d12bbbeb": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f6fc3ebd34fa417ab034fe4563551ca2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f737e922d2d948859c1d1da798147dca": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f90d450d83014c0e9b6ebed13ad1b052": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f9fabac9104f4a5187260b0b1c6787dc": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_ae0237447ef74d57bda01c88380fb99d", + "max": 67552, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_df26331eeba949bda2e2ed46f286c75c", + "value": 67552 + } + }, + "fa82543d153b43b394b28c7a2bca988d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_177a3930c9ae41799259549044ddbb30", + "IPY_MODEL_8117720b3c904672b90935de4ad3d54c", + "IPY_MODEL_8afb46822c9b4d01b1a785e1800c0899" + ], + "layout": "IPY_MODEL_debeb65a2f25453584246396ce93a366" + } + }, + "fc43f8270ba548ecbf61f6b9b3abb3b2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "fe9a6c14229749369ac95dfa623544ab": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "ffa1d427b6134bc0aad3d03d6eaf37b6": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ffea3c9dbb7645628408402a7d0f3824": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_3ac2e98245bd49dda8554f1414be3e16", + "IPY_MODEL_39200219c8844f219732009b873944b5", + "IPY_MODEL_22e9afc96a3845f69d9c838434a30fe9" + ], + "layout": "IPY_MODEL_b589143b0bc4435aae474ac320238d2c" + } + } + }, + "version_major": 2, + "version_minor": 0 + } + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/implementations/BAA10Y_forecasting/00_baa10y_data_exploration.ipynb b/implementations/BAA10Y_forecasting/00_baa10y_data_exploration.ipynb new file mode 100644 index 00000000..14b04bc8 --- /dev/null +++ b/implementations/BAA10Y_forecasting/00_baa10y_data_exploration.ipynb @@ -0,0 +1,51653 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7fdbc501", + "metadata": {}, + "source": [ + "# BAA10Y Data Exploration\n", + "\n", + "| Series | Why it's here |\n", + "|---|---|\n", + "| `BAA10Y` | Moody's Seasoned Baa Corporate Bond Yield Relative to Yield on 10-Year Treasury Constant Maturity |\n", + "\n", + "**Before running this notebook**, populate the local data cache:\n", + "\n", + "```bash\n", + "uv run python scripts/fetch_fred.py\n", + "```\n", + "\n", + "After that, no network calls are made — the notebook reads entirely from\n", + "the local cache, which is what the `CutoffEnforcer` discipline requires." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "4504704b", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-18T18:48:29.656595Z", + "iopub.status.busy": "2026-07-18T18:48:29.656335Z", + "iopub.status.idle": "2026-07-18T18:48:31.682737Z", + "shell.execute_reply": "2026-07-18T18:48:31.681879Z" + } + }, + "outputs": [], + "source": [ + "import plotly.graph_objects as go\n", + "from plotly.subplots import make_subplots\n", + "\n", + "#\n", + "\n", + "from data import build_baa10y_target_service" + ] + }, + { + "cell_type": "markdown", + "id": "f392ac73", + "metadata": {}, + "source": [ + "## 1. Build the BAA10Y DataService" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "884638ec", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-18T18:48:31.692776Z", + "iopub.status.busy": "2026-07-18T18:48:31.692609Z", + "iopub.status.idle": "2026-07-18T18:48:31.900662Z", + "shell.execute_reply": "2026-07-18T18:48:31.899754Z" + } + }, + "outputs": [], + "source": [ + "svc = build_baa10y_target_service(windows=(1, 5, 21))" + ] + }, + { + "cell_type": "markdown", + "id": "6567148e", + "metadata": {}, + "source": [ + "## 2. Inspect the registered BAA10Y time series" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3d4d98ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
series_iddescriptionsourceunitsfrequencyn_obsstartend
0baa10y_change_1bBAA10Y cumulative spread change over 1 busines...FRED (BAA10Y), derivedbasis-pointsB69112000-01-042026-06-30
1baa10y_change_21bBAA10Y cumulative spread change over 21 busine...FRED (BAA10Y), derivedbasis-pointsB68912000-02-012026-06-30
2baa10y_change_5bBAA10Y cumulative spread change over 5 busines...FRED (BAA10Y), derivedbasis-pointsB69072000-01-102026-06-30
\n", + "
" + ], + "text/plain": [ + " series_id description \\\n", + "0 baa10y_change_1b BAA10Y cumulative spread change over 1 busines... \n", + "1 baa10y_change_21b BAA10Y cumulative spread change over 21 busine... \n", + "2 baa10y_change_5b BAA10Y cumulative spread change over 5 busines... \n", + "\n", + " source units frequency n_obs start end \n", + "0 FRED (BAA10Y), derived basis-points B 6911 2000-01-04 2026-06-30 \n", + "1 FRED (BAA10Y), derived basis-points B 6891 2000-02-01 2026-06-30 \n", + "2 FRED (BAA10Y), derived basis-points B 6907 2000-01-10 2026-06-30 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "svc.summary()" + ] + }, + { + "cell_type": "markdown", + "id": "da1cd72e", + "metadata": {}, + "source": [ + "## 3. Cutoff filtering\n", + "\n", + "TODO" + ] + }, + { + "cell_type": "markdown", + "id": "0449690a", + "metadata": {}, + "source": [ + "## 4. Plot the three BAA10Y time series\n", + "\n", + "Code generated by Claude Sonnet 5." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d1bd6aed", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-18T18:48:31.913662Z", + "iopub.status.busy": "2026-07-18T18:48:31.913456Z", + "iopub.status.idle": "2026-07-18T18:48:33.482648Z", + "shell.execute_reply": "2026-07-18T18:48:33.481450Z" + } + }, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "line": { + "color": "#3987e5", + "width": 1.6 + }, + "mode": "lines", + "name": "1 business day", + "showlegend": false, + "type": "scatter", + "x": [ + "2000-01-04T00:00:00.000000", + "2000-01-05T00:00:00.000000", + "2000-01-06T00:00:00.000000", + "2000-01-07T00:00:00.000000", + "2000-01-10T00:00:00.000000", + "2000-01-11T00:00:00.000000", + "2000-01-12T00:00:00.000000", + "2000-01-13T00:00:00.000000", + "2000-01-14T00:00:00.000000", + "2000-01-17T00:00:00.000000", + "2000-01-18T00:00:00.000000", + "2000-01-19T00:00:00.000000", + "2000-01-20T00:00:00.000000", + "2000-01-21T00:00:00.000000", + "2000-01-24T00:00:00.000000", + "2000-01-25T00:00:00.000000", + "2000-01-26T00:00:00.000000", + "2000-01-27T00:00:00.000000", + "2000-01-28T00:00:00.000000", + "2000-01-31T00:00:00.000000", + "2000-02-01T00:00:00.000000", + "2000-02-02T00:00:00.000000", + "2000-02-03T00:00:00.000000", + "2000-02-04T00:00:00.000000", + "2000-02-07T00:00:00.000000", + "2000-02-08T00:00:00.000000", + "2000-02-09T00:00:00.000000", + "2000-02-10T00:00:00.000000", + "2000-02-11T00:00:00.000000", + "2000-02-14T00:00:00.000000", + "2000-02-15T00:00:00.000000", + "2000-02-16T00:00:00.000000", + "2000-02-17T00:00:00.000000", + "2000-02-18T00:00:00.000000", + "2000-02-21T00:00:00.000000", + "2000-02-22T00:00:00.000000", + "2000-02-23T00:00:00.000000", + "2000-02-24T00:00:00.000000", + "2000-02-25T00:00:00.000000", + "2000-02-28T00:00:00.000000", + "2000-02-29T00:00:00.000000", + "2000-03-01T00:00:00.000000", + "2000-03-02T00:00:00.000000", + "2000-03-03T00:00:00.000000", + "2000-03-06T00:00:00.000000", + "2000-03-07T00:00:00.000000", + "2000-03-08T00:00:00.000000", + "2000-03-09T00:00:00.000000", + "2000-03-10T00:00:00.000000", + "2000-03-13T00:00:00.000000", + "2000-03-14T00:00:00.000000", + "2000-03-15T00:00:00.000000", + "2000-03-16T00:00:00.000000", + "2000-03-17T00:00:00.000000", + "2000-03-20T00:00:00.000000", + "2000-03-21T00:00:00.000000", + "2000-03-22T00:00:00.000000", + "2000-03-23T00:00:00.000000", + "2000-03-24T00:00:00.000000", + "2000-03-27T00:00:00.000000", + "2000-03-28T00:00:00.000000", + "2000-03-29T00:00:00.000000", + "2000-03-30T00:00:00.000000", + "2000-03-31T00:00:00.000000", + "2000-04-03T00:00:00.000000", + "2000-04-04T00:00:00.000000", + "2000-04-05T00:00:00.000000", + "2000-04-06T00:00:00.000000", + "2000-04-07T00:00:00.000000", + "2000-04-10T00:00:00.000000", + "2000-04-11T00:00:00.000000", + "2000-04-12T00:00:00.000000", + "2000-04-13T00:00:00.000000", + "2000-04-14T00:00:00.000000", + "2000-04-17T00:00:00.000000", + "2000-04-18T00:00:00.000000", + "2000-04-19T00:00:00.000000", + "2000-04-20T00:00:00.000000", + "2000-04-21T00:00:00.000000", + "2000-04-24T00:00:00.000000", + "2000-04-25T00:00:00.000000", + "2000-04-26T00:00:00.000000", + "2000-04-27T00:00:00.000000", + "2000-04-28T00:00:00.000000", + "2000-05-01T00:00:00.000000", + "2000-05-02T00:00:00.000000", + "2000-05-03T00:00:00.000000", + "2000-05-04T00:00:00.000000", + "2000-05-05T00:00:00.000000", + "2000-05-08T00:00:00.000000", + "2000-05-09T00:00:00.000000", + "2000-05-10T00:00:00.000000", + "2000-05-11T00:00:00.000000", + "2000-05-12T00:00:00.000000", + "2000-05-15T00:00:00.000000", + "2000-05-16T00:00:00.000000", + "2000-05-17T00:00:00.000000", + "2000-05-18T00:00:00.000000", + "2000-05-19T00:00:00.000000", + "2000-05-22T00:00:00.000000", + "2000-05-23T00:00:00.000000", + "2000-05-24T00:00:00.000000", + "2000-05-25T00:00:00.000000", + "2000-05-26T00:00:00.000000", + "2000-05-29T00:00:00.000000", + "2000-05-30T00:00:00.000000", + "2000-05-31T00:00:00.000000", + "2000-06-01T00:00:00.000000", + "2000-06-02T00:00:00.000000", + "2000-06-05T00:00:00.000000", + "2000-06-06T00:00:00.000000", + "2000-06-07T00:00:00.000000", + "2000-06-08T00:00:00.000000", + "2000-06-09T00:00:00.000000", + "2000-06-12T00:00:00.000000", + "2000-06-13T00:00:00.000000", + "2000-06-14T00:00:00.000000", + "2000-06-15T00:00:00.000000", + "2000-06-16T00:00:00.000000", + "2000-06-19T00:00:00.000000", + "2000-06-20T00:00:00.000000", + "2000-06-21T00:00:00.000000", + "2000-06-22T00:00:00.000000", + "2000-06-23T00:00:00.000000", + "2000-06-26T00:00:00.000000", + "2000-06-27T00:00:00.000000", + "2000-06-28T00:00:00.000000", + "2000-06-29T00:00:00.000000", + "2000-06-30T00:00:00.000000", + "2000-07-03T00:00:00.000000", + "2000-07-04T00:00:00.000000", + "2000-07-05T00:00:00.000000", + "2000-07-06T00:00:00.000000", + "2000-07-07T00:00:00.000000", + "2000-07-10T00:00:00.000000", + "2000-07-11T00:00:00.000000", + "2000-07-12T00:00:00.000000", + "2000-07-13T00:00:00.000000", + "2000-07-14T00:00:00.000000", + "2000-07-17T00:00:00.000000", + "2000-07-18T00:00:00.000000", + "2000-07-19T00:00:00.000000", + "2000-07-20T00:00:00.000000", + "2000-07-21T00:00:00.000000", + "2000-07-24T00:00:00.000000", + "2000-07-25T00:00:00.000000", + "2000-07-26T00:00:00.000000", + "2000-07-27T00:00:00.000000", + "2000-07-28T00:00:00.000000", + "2000-07-31T00:00:00.000000", + "2000-08-01T00:00:00.000000", + "2000-08-02T00:00:00.000000", + "2000-08-03T00:00:00.000000", + "2000-08-04T00:00:00.000000", + "2000-08-07T00:00:00.000000", + "2000-08-08T00:00:00.000000", + "2000-08-09T00:00:00.000000", + "2000-08-10T00:00:00.000000", + "2000-08-11T00:00:00.000000", + "2000-08-14T00:00:00.000000", + "2000-08-15T00:00:00.000000", + "2000-08-16T00:00:00.000000", + "2000-08-17T00:00:00.000000", + "2000-08-18T00:00:00.000000", + "2000-08-21T00:00:00.000000", + "2000-08-22T00:00:00.000000", + "2000-08-23T00:00:00.000000", + "2000-08-24T00:00:00.000000", + "2000-08-25T00:00:00.000000", + "2000-08-28T00:00:00.000000", + "2000-08-29T00:00:00.000000", + "2000-08-30T00:00:00.000000", + "2000-08-31T00:00:00.000000", + "2000-09-01T00:00:00.000000", + "2000-09-04T00:00:00.000000", + "2000-09-05T00:00:00.000000", + "2000-09-06T00:00:00.000000", + "2000-09-07T00:00:00.000000", + "2000-09-08T00:00:00.000000", + "2000-09-11T00:00:00.000000", + "2000-09-12T00:00:00.000000", + "2000-09-13T00:00:00.000000", + "2000-09-14T00:00:00.000000", + "2000-09-15T00:00:00.000000", + "2000-09-18T00:00:00.000000", + "2000-09-19T00:00:00.000000", + "2000-09-20T00:00:00.000000", + "2000-09-21T00:00:00.000000", + "2000-09-22T00:00:00.000000", + "2000-09-25T00:00:00.000000", + "2000-09-26T00:00:00.000000", + "2000-09-27T00:00:00.000000", + "2000-09-28T00:00:00.000000", + "2000-09-29T00:00:00.000000", + "2000-10-02T00:00:00.000000", + "2000-10-03T00:00:00.000000", + "2000-10-04T00:00:00.000000", + "2000-10-05T00:00:00.000000", + "2000-10-06T00:00:00.000000", + "2000-10-09T00:00:00.000000", + "2000-10-10T00:00:00.000000", + "2000-10-11T00:00:00.000000", + "2000-10-12T00:00:00.000000", + "2000-10-13T00:00:00.000000", + "2000-10-16T00:00:00.000000", + "2000-10-17T00:00:00.000000", + "2000-10-18T00:00:00.000000", + "2000-10-19T00:00:00.000000", + "2000-10-20T00:00:00.000000", + "2000-10-23T00:00:00.000000", + "2000-10-24T00:00:00.000000", + "2000-10-25T00:00:00.000000", + "2000-10-26T00:00:00.000000", + "2000-10-27T00:00:00.000000", + "2000-10-30T00:00:00.000000", + "2000-10-31T00:00:00.000000", + "2000-11-01T00:00:00.000000", + "2000-11-02T00:00:00.000000", + "2000-11-03T00:00:00.000000", + "2000-11-06T00:00:00.000000", + "2000-11-07T00:00:00.000000", + "2000-11-08T00:00:00.000000", + "2000-11-09T00:00:00.000000", + "2000-11-10T00:00:00.000000", + "2000-11-13T00:00:00.000000", + "2000-11-14T00:00:00.000000", + "2000-11-15T00:00:00.000000", + "2000-11-16T00:00:00.000000", + "2000-11-17T00:00:00.000000", + "2000-11-20T00:00:00.000000", + "2000-11-21T00:00:00.000000", + "2000-11-22T00:00:00.000000", + "2000-11-23T00:00:00.000000", + "2000-11-24T00:00:00.000000", + "2000-11-27T00:00:00.000000", + "2000-11-28T00:00:00.000000", + "2000-11-29T00:00:00.000000", + "2000-11-30T00:00:00.000000", + "2000-12-01T00:00:00.000000", + "2000-12-04T00:00:00.000000", + "2000-12-05T00:00:00.000000", + "2000-12-06T00:00:00.000000", + "2000-12-07T00:00:00.000000", + "2000-12-08T00:00:00.000000", + "2000-12-11T00:00:00.000000", + "2000-12-12T00:00:00.000000", + "2000-12-13T00:00:00.000000", + "2000-12-14T00:00:00.000000", + "2000-12-15T00:00:00.000000", + "2000-12-18T00:00:00.000000", + "2000-12-19T00:00:00.000000", + "2000-12-20T00:00:00.000000", + "2000-12-21T00:00:00.000000", + "2000-12-22T00:00:00.000000", + "2000-12-25T00:00:00.000000", + "2000-12-26T00:00:00.000000", + "2000-12-27T00:00:00.000000", + "2000-12-28T00:00:00.000000", + "2000-12-29T00:00:00.000000", + "2001-01-01T00:00:00.000000", + "2001-01-02T00:00:00.000000", + "2001-01-03T00:00:00.000000", + "2001-01-04T00:00:00.000000", + "2001-01-05T00:00:00.000000", + "2001-01-08T00:00:00.000000", + "2001-01-09T00:00:00.000000", + "2001-01-10T00:00:00.000000", + "2001-01-11T00:00:00.000000", + "2001-01-12T00:00:00.000000", + "2001-01-15T00:00:00.000000", + "2001-01-16T00:00:00.000000", + "2001-01-17T00:00:00.000000", + "2001-01-18T00:00:00.000000", + "2001-01-19T00:00:00.000000", + "2001-01-22T00:00:00.000000", + "2001-01-23T00:00:00.000000", + "2001-01-24T00:00:00.000000", + "2001-01-25T00:00:00.000000", + "2001-01-26T00:00:00.000000", + "2001-01-29T00:00:00.000000", + "2001-01-30T00:00:00.000000", + "2001-01-31T00:00:00.000000", + "2001-02-01T00:00:00.000000", + "2001-02-02T00:00:00.000000", + "2001-02-05T00:00:00.000000", + "2001-02-06T00:00:00.000000", + "2001-02-07T00:00:00.000000", + "2001-02-08T00:00:00.000000", + "2001-02-09T00:00:00.000000", + "2001-02-12T00:00:00.000000", + "2001-02-13T00:00:00.000000", + "2001-02-14T00:00:00.000000", + "2001-02-15T00:00:00.000000", + "2001-02-16T00:00:00.000000", + "2001-02-19T00:00:00.000000", + "2001-02-20T00:00:00.000000", + "2001-02-21T00:00:00.000000", + "2001-02-22T00:00:00.000000", + "2001-02-23T00:00:00.000000", + "2001-02-26T00:00:00.000000", + "2001-02-27T00:00:00.000000", + "2001-02-28T00:00:00.000000", + "2001-03-01T00:00:00.000000", + "2001-03-02T00:00:00.000000", + "2001-03-05T00:00:00.000000", + "2001-03-06T00:00:00.000000", + "2001-03-07T00:00:00.000000", + "2001-03-08T00:00:00.000000", + "2001-03-09T00:00:00.000000", + "2001-03-12T00:00:00.000000", + "2001-03-13T00:00:00.000000", + "2001-03-14T00:00:00.000000", + "2001-03-15T00:00:00.000000", + "2001-03-16T00:00:00.000000", + "2001-03-19T00:00:00.000000", + "2001-03-20T00:00:00.000000", + "2001-03-21T00:00:00.000000", + "2001-03-22T00:00:00.000000", + "2001-03-23T00:00:00.000000", + "2001-03-26T00:00:00.000000", + "2001-03-27T00:00:00.000000", + "2001-03-28T00:00:00.000000", + "2001-03-29T00:00:00.000000", + "2001-03-30T00:00:00.000000", + "2001-04-02T00:00:00.000000", + "2001-04-03T00:00:00.000000", + "2001-04-04T00:00:00.000000", + "2001-04-05T00:00:00.000000", + "2001-04-06T00:00:00.000000", + "2001-04-09T00:00:00.000000", + "2001-04-10T00:00:00.000000", + "2001-04-11T00:00:00.000000", + "2001-04-12T00:00:00.000000", + "2001-04-13T00:00:00.000000", + "2001-04-16T00:00:00.000000", + "2001-04-17T00:00:00.000000", + "2001-04-18T00:00:00.000000", + "2001-04-19T00:00:00.000000", + "2001-04-20T00:00:00.000000", + "2001-04-23T00:00:00.000000", + "2001-04-24T00:00:00.000000", + "2001-04-25T00:00:00.000000", + "2001-04-26T00:00:00.000000", + "2001-04-27T00:00:00.000000", + "2001-04-30T00:00:00.000000", + "2001-05-01T00:00:00.000000", + "2001-05-02T00:00:00.000000", + "2001-05-03T00:00:00.000000", + "2001-05-04T00:00:00.000000", + "2001-05-07T00:00:00.000000", + "2001-05-08T00:00:00.000000", + "2001-05-09T00:00:00.000000", + "2001-05-10T00:00:00.000000", + "2001-05-11T00:00:00.000000", + "2001-05-14T00:00:00.000000", + "2001-05-15T00:00:00.000000", + "2001-05-16T00:00:00.000000", + "2001-05-17T00:00:00.000000", + "2001-05-18T00:00:00.000000", + "2001-05-21T00:00:00.000000", + "2001-05-22T00:00:00.000000", + "2001-05-23T00:00:00.000000", + "2001-05-24T00:00:00.000000", + "2001-05-25T00:00:00.000000", + "2001-05-28T00:00:00.000000", + "2001-05-29T00:00:00.000000", + "2001-05-30T00:00:00.000000", + "2001-05-31T00:00:00.000000", + "2001-06-01T00:00:00.000000", + "2001-06-04T00:00:00.000000", + "2001-06-05T00:00:00.000000", + "2001-06-06T00:00:00.000000", + "2001-06-07T00:00:00.000000", + "2001-06-08T00:00:00.000000", + "2001-06-11T00:00:00.000000", + "2001-06-12T00:00:00.000000", + "2001-06-13T00:00:00.000000", + "2001-06-14T00:00:00.000000", + "2001-06-15T00:00:00.000000", + "2001-06-18T00:00:00.000000", + "2001-06-19T00:00:00.000000", + "2001-06-20T00:00:00.000000", + "2001-06-21T00:00:00.000000", + "2001-06-22T00:00:00.000000", + "2001-06-25T00:00:00.000000", + "2001-06-26T00:00:00.000000", + "2001-06-27T00:00:00.000000", + "2001-06-28T00:00:00.000000", + "2001-06-29T00:00:00.000000", + "2001-07-02T00:00:00.000000", + "2001-07-03T00:00:00.000000", + "2001-07-04T00:00:00.000000", + "2001-07-05T00:00:00.000000", + "2001-07-06T00:00:00.000000", + "2001-07-09T00:00:00.000000", + "2001-07-10T00:00:00.000000", + "2001-07-11T00:00:00.000000", + "2001-07-12T00:00:00.000000", + "2001-07-13T00:00:00.000000", + "2001-07-16T00:00:00.000000", + "2001-07-17T00:00:00.000000", + "2001-07-18T00:00:00.000000", + "2001-07-19T00:00:00.000000", + "2001-07-20T00:00:00.000000", + "2001-07-23T00:00:00.000000", + "2001-07-24T00:00:00.000000", + "2001-07-25T00:00:00.000000", + "2001-07-26T00:00:00.000000", + "2001-07-27T00:00:00.000000", + "2001-07-30T00:00:00.000000", + "2001-07-31T00:00:00.000000", + "2001-08-01T00:00:00.000000", + "2001-08-02T00:00:00.000000", + "2001-08-03T00:00:00.000000", + "2001-08-06T00:00:00.000000", + "2001-08-07T00:00:00.000000", + "2001-08-08T00:00:00.000000", + "2001-08-09T00:00:00.000000", + "2001-08-10T00:00:00.000000", + "2001-08-13T00:00:00.000000", + "2001-08-14T00:00:00.000000", + "2001-08-15T00:00:00.000000", + "2001-08-16T00:00:00.000000", + "2001-08-17T00:00:00.000000", + "2001-08-20T00:00:00.000000", + "2001-08-21T00:00:00.000000", + "2001-08-22T00:00:00.000000", + "2001-08-23T00:00:00.000000", + "2001-08-24T00:00:00.000000", + "2001-08-27T00:00:00.000000", + "2001-08-28T00:00:00.000000", + "2001-08-29T00:00:00.000000", + "2001-08-30T00:00:00.000000", + "2001-08-31T00:00:00.000000", + "2001-09-03T00:00:00.000000", + "2001-09-04T00:00:00.000000", + "2001-09-05T00:00:00.000000", + "2001-09-06T00:00:00.000000", + "2001-09-07T00:00:00.000000", + "2001-09-10T00:00:00.000000", + "2001-09-11T00:00:00.000000", + "2001-09-12T00:00:00.000000", + "2001-09-13T00:00:00.000000", + "2001-09-14T00:00:00.000000", + "2001-09-17T00:00:00.000000", + "2001-09-18T00:00:00.000000", + "2001-09-19T00:00:00.000000", + "2001-09-20T00:00:00.000000", + "2001-09-21T00:00:00.000000", + "2001-09-24T00:00:00.000000", + "2001-09-25T00:00:00.000000", + "2001-09-26T00:00:00.000000", + "2001-09-27T00:00:00.000000", + "2001-09-28T00:00:00.000000", + "2001-10-01T00:00:00.000000", + "2001-10-02T00:00:00.000000", + "2001-10-03T00:00:00.000000", + "2001-10-04T00:00:00.000000", + "2001-10-05T00:00:00.000000", + "2001-10-08T00:00:00.000000", + "2001-10-09T00:00:00.000000", + "2001-10-10T00:00:00.000000", + "2001-10-11T00:00:00.000000", + "2001-10-12T00:00:00.000000", + "2001-10-15T00:00:00.000000", + "2001-10-16T00:00:00.000000", + "2001-10-17T00:00:00.000000", + "2001-10-18T00:00:00.000000", + "2001-10-19T00:00:00.000000", + "2001-10-22T00:00:00.000000", + "2001-10-23T00:00:00.000000", + "2001-10-24T00:00:00.000000", + "2001-10-25T00:00:00.000000", + "2001-10-26T00:00:00.000000", + "2001-10-29T00:00:00.000000", + "2001-10-30T00:00:00.000000", + "2001-10-31T00:00:00.000000", + "2001-11-01T00:00:00.000000", + "2001-11-02T00:00:00.000000", + "2001-11-05T00:00:00.000000", + "2001-11-06T00:00:00.000000", + "2001-11-07T00:00:00.000000", + "2001-11-08T00:00:00.000000", + "2001-11-09T00:00:00.000000", + "2001-11-12T00:00:00.000000", + "2001-11-13T00:00:00.000000", + "2001-11-14T00:00:00.000000", + "2001-11-15T00:00:00.000000", + "2001-11-16T00:00:00.000000", + "2001-11-19T00:00:00.000000", + "2001-11-20T00:00:00.000000", + "2001-11-21T00:00:00.000000", + "2001-11-22T00:00:00.000000", + "2001-11-23T00:00:00.000000", + "2001-11-26T00:00:00.000000", + "2001-11-27T00:00:00.000000", + "2001-11-28T00:00:00.000000", + "2001-11-29T00:00:00.000000", + "2001-11-30T00:00:00.000000", + "2001-12-03T00:00:00.000000", + "2001-12-04T00:00:00.000000", + "2001-12-05T00:00:00.000000", + "2001-12-06T00:00:00.000000", + "2001-12-07T00:00:00.000000", + "2001-12-10T00:00:00.000000", + "2001-12-11T00:00:00.000000", + "2001-12-12T00:00:00.000000", + "2001-12-13T00:00:00.000000", + "2001-12-14T00:00:00.000000", + "2001-12-17T00:00:00.000000", + "2001-12-18T00:00:00.000000", + "2001-12-19T00:00:00.000000", + "2001-12-20T00:00:00.000000", + "2001-12-21T00:00:00.000000", + "2001-12-24T00:00:00.000000", + "2001-12-25T00:00:00.000000", + "2001-12-26T00:00:00.000000", + "2001-12-27T00:00:00.000000", + "2001-12-28T00:00:00.000000", + "2001-12-31T00:00:00.000000", + "2002-01-01T00:00:00.000000", + "2002-01-02T00:00:00.000000", + "2002-01-03T00:00:00.000000", + "2002-01-04T00:00:00.000000", + "2002-01-07T00:00:00.000000", + "2002-01-08T00:00:00.000000", + "2002-01-09T00:00:00.000000", + "2002-01-10T00:00:00.000000", + "2002-01-11T00:00:00.000000", + "2002-01-14T00:00:00.000000", + "2002-01-15T00:00:00.000000", + "2002-01-16T00:00:00.000000", + "2002-01-17T00:00:00.000000", + "2002-01-18T00:00:00.000000", + "2002-01-21T00:00:00.000000", + "2002-01-22T00:00:00.000000", + "2002-01-23T00:00:00.000000", + "2002-01-24T00:00:00.000000", + "2002-01-25T00:00:00.000000", + "2002-01-28T00:00:00.000000", + "2002-01-29T00:00:00.000000", + "2002-01-30T00:00:00.000000", + "2002-01-31T00:00:00.000000", + "2002-02-01T00:00:00.000000", + "2002-02-04T00:00:00.000000", + "2002-02-05T00:00:00.000000", + "2002-02-06T00:00:00.000000", + "2002-02-07T00:00:00.000000", + "2002-02-08T00:00:00.000000", + "2002-02-11T00:00:00.000000", + "2002-02-12T00:00:00.000000", + "2002-02-13T00:00:00.000000", + "2002-02-14T00:00:00.000000", + "2002-02-15T00:00:00.000000", + "2002-02-18T00:00:00.000000", + "2002-02-19T00:00:00.000000", + "2002-02-20T00:00:00.000000", + "2002-02-21T00:00:00.000000", + "2002-02-22T00:00:00.000000", + "2002-02-25T00:00:00.000000", + "2002-02-26T00:00:00.000000", + "2002-02-27T00:00:00.000000", + "2002-02-28T00:00:00.000000", + "2002-03-01T00:00:00.000000", + "2002-03-04T00:00:00.000000", + "2002-03-05T00:00:00.000000", + "2002-03-06T00:00:00.000000", + "2002-03-07T00:00:00.000000", + "2002-03-08T00:00:00.000000", + "2002-03-11T00:00:00.000000", + "2002-03-12T00:00:00.000000", + "2002-03-13T00:00:00.000000", + "2002-03-14T00:00:00.000000", + "2002-03-15T00:00:00.000000", + "2002-03-18T00:00:00.000000", + "2002-03-19T00:00:00.000000", + "2002-03-20T00:00:00.000000", + "2002-03-21T00:00:00.000000", + "2002-03-22T00:00:00.000000", + "2002-03-25T00:00:00.000000", + "2002-03-26T00:00:00.000000", + "2002-03-27T00:00:00.000000", + "2002-03-28T00:00:00.000000", + "2002-03-29T00:00:00.000000", + "2002-04-01T00:00:00.000000", + "2002-04-02T00:00:00.000000", + "2002-04-03T00:00:00.000000", + "2002-04-04T00:00:00.000000", + "2002-04-05T00:00:00.000000", + "2002-04-08T00:00:00.000000", + "2002-04-09T00:00:00.000000", + "2002-04-10T00:00:00.000000", + "2002-04-11T00:00:00.000000", + "2002-04-12T00:00:00.000000", + "2002-04-15T00:00:00.000000", + "2002-04-16T00:00:00.000000", + "2002-04-17T00:00:00.000000", + "2002-04-18T00:00:00.000000", + "2002-04-19T00:00:00.000000", + "2002-04-22T00:00:00.000000", + "2002-04-23T00:00:00.000000", + "2002-04-24T00:00:00.000000", + "2002-04-25T00:00:00.000000", + "2002-04-26T00:00:00.000000", + "2002-04-29T00:00:00.000000", + "2002-04-30T00:00:00.000000", + "2002-05-01T00:00:00.000000", + "2002-05-02T00:00:00.000000", + "2002-05-03T00:00:00.000000", + "2002-05-06T00:00:00.000000", + "2002-05-07T00:00:00.000000", + "2002-05-08T00:00:00.000000", + "2002-05-09T00:00:00.000000", + "2002-05-10T00:00:00.000000", + "2002-05-13T00:00:00.000000", + "2002-05-14T00:00:00.000000", + "2002-05-15T00:00:00.000000", + "2002-05-16T00:00:00.000000", + "2002-05-17T00:00:00.000000", + "2002-05-20T00:00:00.000000", + "2002-05-21T00:00:00.000000", + "2002-05-22T00:00:00.000000", + "2002-05-23T00:00:00.000000", + "2002-05-24T00:00:00.000000", + "2002-05-27T00:00:00.000000", + "2002-05-28T00:00:00.000000", + "2002-05-29T00:00:00.000000", + "2002-05-30T00:00:00.000000", + "2002-05-31T00:00:00.000000", + "2002-06-03T00:00:00.000000", + "2002-06-04T00:00:00.000000", + "2002-06-05T00:00:00.000000", + "2002-06-06T00:00:00.000000", + "2002-06-07T00:00:00.000000", + "2002-06-10T00:00:00.000000", + "2002-06-11T00:00:00.000000", + "2002-06-12T00:00:00.000000", + "2002-06-13T00:00:00.000000", + "2002-06-14T00:00:00.000000", + "2002-06-17T00:00:00.000000", + "2002-06-18T00:00:00.000000", + "2002-06-19T00:00:00.000000", + "2002-06-20T00:00:00.000000", + "2002-06-21T00:00:00.000000", + "2002-06-24T00:00:00.000000", + "2002-06-25T00:00:00.000000", + "2002-06-26T00:00:00.000000", + "2002-06-27T00:00:00.000000", + "2002-06-28T00:00:00.000000", + "2002-07-01T00:00:00.000000", + "2002-07-02T00:00:00.000000", + "2002-07-03T00:00:00.000000", + "2002-07-04T00:00:00.000000", + "2002-07-05T00:00:00.000000", + "2002-07-08T00:00:00.000000", + "2002-07-09T00:00:00.000000", + "2002-07-10T00:00:00.000000", + "2002-07-11T00:00:00.000000", + "2002-07-12T00:00:00.000000", + "2002-07-15T00:00:00.000000", + "2002-07-16T00:00:00.000000", + "2002-07-17T00:00:00.000000", + "2002-07-18T00:00:00.000000", + "2002-07-19T00:00:00.000000", + "2002-07-22T00:00:00.000000", + "2002-07-23T00:00:00.000000", + "2002-07-24T00:00:00.000000", + "2002-07-25T00:00:00.000000", + "2002-07-26T00:00:00.000000", + "2002-07-29T00:00:00.000000", + "2002-07-30T00:00:00.000000", + "2002-07-31T00:00:00.000000", + "2002-08-01T00:00:00.000000", + "2002-08-02T00:00:00.000000", + "2002-08-05T00:00:00.000000", + "2002-08-06T00:00:00.000000", + "2002-08-07T00:00:00.000000", + "2002-08-08T00:00:00.000000", + "2002-08-09T00:00:00.000000", + "2002-08-12T00:00:00.000000", + "2002-08-13T00:00:00.000000", + "2002-08-14T00:00:00.000000", + "2002-08-15T00:00:00.000000", + "2002-08-16T00:00:00.000000", + "2002-08-19T00:00:00.000000", + "2002-08-20T00:00:00.000000", + "2002-08-21T00:00:00.000000", + "2002-08-22T00:00:00.000000", + "2002-08-23T00:00:00.000000", + "2002-08-26T00:00:00.000000", + "2002-08-27T00:00:00.000000", + "2002-08-28T00:00:00.000000", + "2002-08-29T00:00:00.000000", + "2002-08-30T00:00:00.000000", + "2002-09-02T00:00:00.000000", + "2002-09-03T00:00:00.000000", + "2002-09-04T00:00:00.000000", + "2002-09-05T00:00:00.000000", + "2002-09-06T00:00:00.000000", + "2002-09-09T00:00:00.000000", + "2002-09-10T00:00:00.000000", + "2002-09-11T00:00:00.000000", + "2002-09-12T00:00:00.000000", + "2002-09-13T00:00:00.000000", + "2002-09-16T00:00:00.000000", + "2002-09-17T00:00:00.000000", + "2002-09-18T00:00:00.000000", + "2002-09-19T00:00:00.000000", + "2002-09-20T00:00:00.000000", + "2002-09-23T00:00:00.000000", + "2002-09-24T00:00:00.000000", + "2002-09-25T00:00:00.000000", + "2002-09-26T00:00:00.000000", + "2002-09-27T00:00:00.000000", + "2002-09-30T00:00:00.000000", + "2002-10-01T00:00:00.000000", + "2002-10-02T00:00:00.000000", + "2002-10-03T00:00:00.000000", + "2002-10-04T00:00:00.000000", + "2002-10-07T00:00:00.000000", + "2002-10-08T00:00:00.000000", + "2002-10-09T00:00:00.000000", + "2002-10-10T00:00:00.000000", + "2002-10-11T00:00:00.000000", + "2002-10-14T00:00:00.000000", + "2002-10-15T00:00:00.000000", + "2002-10-16T00:00:00.000000", + "2002-10-17T00:00:00.000000", + "2002-10-18T00:00:00.000000", + "2002-10-21T00:00:00.000000", + "2002-10-22T00:00:00.000000", + "2002-10-23T00:00:00.000000", + "2002-10-24T00:00:00.000000", + "2002-10-25T00:00:00.000000", + "2002-10-28T00:00:00.000000", + "2002-10-29T00:00:00.000000", + "2002-10-30T00:00:00.000000", + "2002-10-31T00:00:00.000000", + "2002-11-01T00:00:00.000000", + "2002-11-04T00:00:00.000000", + "2002-11-05T00:00:00.000000", + "2002-11-06T00:00:00.000000", + "2002-11-07T00:00:00.000000", + "2002-11-08T00:00:00.000000", + "2002-11-11T00:00:00.000000", + "2002-11-12T00:00:00.000000", + "2002-11-13T00:00:00.000000", + "2002-11-14T00:00:00.000000", + "2002-11-15T00:00:00.000000", + "2002-11-18T00:00:00.000000", + "2002-11-19T00:00:00.000000", + "2002-11-20T00:00:00.000000", + "2002-11-21T00:00:00.000000", + "2002-11-22T00:00:00.000000", + "2002-11-25T00:00:00.000000", + "2002-11-26T00:00:00.000000", + "2002-11-27T00:00:00.000000", + "2002-11-28T00:00:00.000000", + "2002-11-29T00:00:00.000000", + "2002-12-02T00:00:00.000000", + "2002-12-03T00:00:00.000000", + "2002-12-04T00:00:00.000000", + "2002-12-05T00:00:00.000000", + "2002-12-06T00:00:00.000000", + "2002-12-09T00:00:00.000000", + "2002-12-10T00:00:00.000000", + "2002-12-11T00:00:00.000000", + "2002-12-12T00:00:00.000000", + "2002-12-13T00:00:00.000000", + "2002-12-16T00:00:00.000000", + "2002-12-17T00:00:00.000000", + "2002-12-18T00:00:00.000000", + "2002-12-19T00:00:00.000000", + "2002-12-20T00:00:00.000000", + "2002-12-23T00:00:00.000000", + "2002-12-24T00:00:00.000000", + "2002-12-25T00:00:00.000000", + "2002-12-26T00:00:00.000000", + "2002-12-27T00:00:00.000000", + "2002-12-30T00:00:00.000000", + "2002-12-31T00:00:00.000000", + "2003-01-01T00:00:00.000000", + "2003-01-02T00:00:00.000000", + "2003-01-03T00:00:00.000000", + "2003-01-06T00:00:00.000000", + "2003-01-07T00:00:00.000000", + "2003-01-08T00:00:00.000000", + "2003-01-09T00:00:00.000000", + "2003-01-10T00:00:00.000000", + "2003-01-13T00:00:00.000000", + "2003-01-14T00:00:00.000000", + "2003-01-15T00:00:00.000000", + "2003-01-16T00:00:00.000000", + "2003-01-17T00:00:00.000000", + "2003-01-20T00:00:00.000000", + "2003-01-21T00:00:00.000000", + "2003-01-22T00:00:00.000000", + "2003-01-23T00:00:00.000000", + "2003-01-24T00:00:00.000000", + "2003-01-27T00:00:00.000000", + "2003-01-28T00:00:00.000000", + "2003-01-29T00:00:00.000000", + "2003-01-30T00:00:00.000000", + "2003-01-31T00:00:00.000000", + "2003-02-03T00:00:00.000000", + "2003-02-04T00:00:00.000000", + "2003-02-05T00:00:00.000000", + "2003-02-06T00:00:00.000000", + "2003-02-07T00:00:00.000000", + "2003-02-10T00:00:00.000000", + "2003-02-11T00:00:00.000000", + "2003-02-12T00:00:00.000000", + "2003-02-13T00:00:00.000000", + "2003-02-14T00:00:00.000000", + "2003-02-17T00:00:00.000000", + "2003-02-18T00:00:00.000000", + "2003-02-19T00:00:00.000000", + "2003-02-20T00:00:00.000000", + "2003-02-21T00:00:00.000000", + "2003-02-24T00:00:00.000000", + "2003-02-25T00:00:00.000000", + "2003-02-26T00:00:00.000000", + "2003-02-27T00:00:00.000000", + "2003-02-28T00:00:00.000000", + "2003-03-03T00:00:00.000000", + "2003-03-04T00:00:00.000000", + "2003-03-05T00:00:00.000000", + "2003-03-06T00:00:00.000000", + "2003-03-07T00:00:00.000000", + "2003-03-10T00:00:00.000000", + "2003-03-11T00:00:00.000000", + "2003-03-12T00:00:00.000000", + "2003-03-13T00:00:00.000000", + "2003-03-14T00:00:00.000000", + "2003-03-17T00:00:00.000000", + "2003-03-18T00:00:00.000000", + "2003-03-19T00:00:00.000000", + "2003-03-20T00:00:00.000000", + "2003-03-21T00:00:00.000000", + "2003-03-24T00:00:00.000000", + "2003-03-25T00:00:00.000000", + "2003-03-26T00:00:00.000000", + "2003-03-27T00:00:00.000000", + "2003-03-28T00:00:00.000000", + "2003-03-31T00:00:00.000000", + "2003-04-01T00:00:00.000000", + "2003-04-02T00:00:00.000000", + "2003-04-03T00:00:00.000000", + "2003-04-04T00:00:00.000000", + "2003-04-07T00:00:00.000000", + "2003-04-08T00:00:00.000000", + "2003-04-09T00:00:00.000000", + "2003-04-10T00:00:00.000000", + "2003-04-11T00:00:00.000000", + "2003-04-14T00:00:00.000000", + "2003-04-15T00:00:00.000000", + "2003-04-16T00:00:00.000000", + "2003-04-17T00:00:00.000000", + "2003-04-18T00:00:00.000000", + "2003-04-21T00:00:00.000000", + "2003-04-22T00:00:00.000000", + "2003-04-23T00:00:00.000000", + "2003-04-24T00:00:00.000000", + "2003-04-25T00:00:00.000000", + "2003-04-28T00:00:00.000000", + "2003-04-29T00:00:00.000000", + "2003-04-30T00:00:00.000000", + "2003-05-01T00:00:00.000000", + "2003-05-02T00:00:00.000000", + "2003-05-05T00:00:00.000000", + "2003-05-06T00:00:00.000000", + "2003-05-07T00:00:00.000000", + "2003-05-08T00:00:00.000000", + "2003-05-09T00:00:00.000000", + "2003-05-12T00:00:00.000000", + "2003-05-13T00:00:00.000000", + "2003-05-14T00:00:00.000000", + "2003-05-15T00:00:00.000000", + "2003-05-16T00:00:00.000000", + "2003-05-19T00:00:00.000000", + "2003-05-20T00:00:00.000000", + "2003-05-21T00:00:00.000000", + "2003-05-22T00:00:00.000000", + "2003-05-23T00:00:00.000000", + "2003-05-26T00:00:00.000000", + "2003-05-27T00:00:00.000000", + "2003-05-28T00:00:00.000000", + "2003-05-29T00:00:00.000000", + "2003-05-30T00:00:00.000000", + "2003-06-02T00:00:00.000000", + "2003-06-03T00:00:00.000000", + "2003-06-04T00:00:00.000000", + "2003-06-05T00:00:00.000000", + "2003-06-06T00:00:00.000000", + "2003-06-09T00:00:00.000000", + "2003-06-10T00:00:00.000000", + "2003-06-11T00:00:00.000000", + "2003-06-12T00:00:00.000000", + "2003-06-13T00:00:00.000000", + "2003-06-16T00:00:00.000000", + "2003-06-17T00:00:00.000000", + "2003-06-18T00:00:00.000000", + "2003-06-19T00:00:00.000000", + "2003-06-20T00:00:00.000000", + "2003-06-23T00:00:00.000000", + "2003-06-24T00:00:00.000000", + "2003-06-25T00:00:00.000000", + "2003-06-26T00:00:00.000000", + "2003-06-27T00:00:00.000000", + "2003-06-30T00:00:00.000000", + "2003-07-01T00:00:00.000000", + "2003-07-02T00:00:00.000000", + "2003-07-03T00:00:00.000000", + "2003-07-04T00:00:00.000000", + "2003-07-07T00:00:00.000000", + "2003-07-08T00:00:00.000000", + "2003-07-09T00:00:00.000000", + "2003-07-10T00:00:00.000000", + "2003-07-11T00:00:00.000000", + "2003-07-14T00:00:00.000000", + "2003-07-15T00:00:00.000000", + "2003-07-16T00:00:00.000000", + "2003-07-17T00:00:00.000000", + "2003-07-18T00:00:00.000000", + "2003-07-21T00:00:00.000000", + "2003-07-22T00:00:00.000000", + "2003-07-23T00:00:00.000000", + "2003-07-24T00:00:00.000000", + "2003-07-25T00:00:00.000000", + "2003-07-28T00:00:00.000000", + "2003-07-29T00:00:00.000000", + "2003-07-30T00:00:00.000000", + "2003-07-31T00:00:00.000000", + "2003-08-01T00:00:00.000000", + "2003-08-04T00:00:00.000000", + "2003-08-05T00:00:00.000000", + "2003-08-06T00:00:00.000000", + "2003-08-07T00:00:00.000000", + "2003-08-08T00:00:00.000000", + "2003-08-11T00:00:00.000000", + "2003-08-12T00:00:00.000000", + "2003-08-13T00:00:00.000000", + "2003-08-14T00:00:00.000000", + "2003-08-15T00:00:00.000000", + "2003-08-18T00:00:00.000000", + "2003-08-19T00:00:00.000000", + "2003-08-20T00:00:00.000000", + "2003-08-21T00:00:00.000000", + "2003-08-22T00:00:00.000000", + "2003-08-25T00:00:00.000000", + "2003-08-26T00:00:00.000000", + "2003-08-27T00:00:00.000000", + "2003-08-28T00:00:00.000000", + "2003-08-29T00:00:00.000000", + "2003-09-01T00:00:00.000000", + "2003-09-02T00:00:00.000000", + "2003-09-03T00:00:00.000000", + "2003-09-04T00:00:00.000000", + "2003-09-05T00:00:00.000000", + "2003-09-08T00:00:00.000000", + "2003-09-09T00:00:00.000000", + "2003-09-10T00:00:00.000000", + "2003-09-11T00:00:00.000000", + "2003-09-12T00:00:00.000000", + "2003-09-15T00:00:00.000000", + "2003-09-16T00:00:00.000000", + "2003-09-17T00:00:00.000000", + "2003-09-18T00:00:00.000000", + "2003-09-19T00:00:00.000000", + "2003-09-22T00:00:00.000000", + "2003-09-23T00:00:00.000000", + "2003-09-24T00:00:00.000000", + "2003-09-25T00:00:00.000000", + "2003-09-26T00:00:00.000000", + "2003-09-29T00:00:00.000000", + "2003-09-30T00:00:00.000000", + "2003-10-01T00:00:00.000000", + "2003-10-02T00:00:00.000000", + "2003-10-03T00:00:00.000000", + "2003-10-06T00:00:00.000000", + "2003-10-07T00:00:00.000000", + "2003-10-08T00:00:00.000000", + "2003-10-09T00:00:00.000000", + "2003-10-10T00:00:00.000000", + "2003-10-13T00:00:00.000000", + "2003-10-14T00:00:00.000000", + "2003-10-15T00:00:00.000000", + "2003-10-16T00:00:00.000000", + "2003-10-17T00:00:00.000000", + "2003-10-20T00:00:00.000000", + "2003-10-21T00:00:00.000000", + "2003-10-22T00:00:00.000000", + "2003-10-23T00:00:00.000000", + "2003-10-24T00:00:00.000000", + "2003-10-27T00:00:00.000000", + "2003-10-28T00:00:00.000000", + "2003-10-29T00:00:00.000000", + "2003-10-30T00:00:00.000000", + "2003-10-31T00:00:00.000000", + "2003-11-03T00:00:00.000000", + "2003-11-04T00:00:00.000000", + "2003-11-05T00:00:00.000000", + "2003-11-06T00:00:00.000000", + "2003-11-07T00:00:00.000000", + "2003-11-10T00:00:00.000000", + "2003-11-11T00:00:00.000000", + "2003-11-12T00:00:00.000000", + "2003-11-13T00:00:00.000000", + "2003-11-14T00:00:00.000000", + "2003-11-17T00:00:00.000000", + "2003-11-18T00:00:00.000000", + "2003-11-19T00:00:00.000000", + "2003-11-20T00:00:00.000000", + "2003-11-21T00:00:00.000000", + "2003-11-24T00:00:00.000000", + "2003-11-25T00:00:00.000000", + "2003-11-26T00:00:00.000000", + "2003-11-27T00:00:00.000000", + "2003-11-28T00:00:00.000000", + "2003-12-01T00:00:00.000000", + "2003-12-02T00:00:00.000000", + "2003-12-03T00:00:00.000000", + "2003-12-04T00:00:00.000000", + "2003-12-05T00:00:00.000000", + "2003-12-08T00:00:00.000000", + "2003-12-09T00:00:00.000000", + "2003-12-10T00:00:00.000000", + "2003-12-11T00:00:00.000000", + "2003-12-12T00:00:00.000000", + "2003-12-15T00:00:00.000000", + "2003-12-16T00:00:00.000000", + "2003-12-17T00:00:00.000000", + "2003-12-18T00:00:00.000000", + "2003-12-19T00:00:00.000000", + "2003-12-22T00:00:00.000000", + "2003-12-23T00:00:00.000000", + "2003-12-24T00:00:00.000000", + "2003-12-25T00:00:00.000000", + "2003-12-26T00:00:00.000000", + "2003-12-29T00:00:00.000000", + "2003-12-30T00:00:00.000000", + "2003-12-31T00:00:00.000000", + "2004-01-01T00:00:00.000000", + "2004-01-02T00:00:00.000000", + "2004-01-05T00:00:00.000000", + "2004-01-06T00:00:00.000000", + "2004-01-07T00:00:00.000000", + "2004-01-08T00:00:00.000000", + "2004-01-09T00:00:00.000000", + "2004-01-12T00:00:00.000000", + "2004-01-13T00:00:00.000000", + "2004-01-14T00:00:00.000000", + "2004-01-15T00:00:00.000000", + "2004-01-16T00:00:00.000000", + "2004-01-19T00:00:00.000000", + "2004-01-20T00:00:00.000000", + "2004-01-21T00:00:00.000000", + "2004-01-22T00:00:00.000000", + "2004-01-23T00:00:00.000000", + "2004-01-26T00:00:00.000000", + "2004-01-27T00:00:00.000000", + "2004-01-28T00:00:00.000000", + "2004-01-29T00:00:00.000000", + "2004-01-30T00:00:00.000000", + "2004-02-02T00:00:00.000000", + "2004-02-03T00:00:00.000000", + "2004-02-04T00:00:00.000000", + "2004-02-05T00:00:00.000000", + "2004-02-06T00:00:00.000000", + "2004-02-09T00:00:00.000000", + "2004-02-10T00:00:00.000000", + "2004-02-11T00:00:00.000000", + "2004-02-12T00:00:00.000000", + "2004-02-13T00:00:00.000000", + "2004-02-16T00:00:00.000000", + "2004-02-17T00:00:00.000000", + "2004-02-18T00:00:00.000000", + "2004-02-19T00:00:00.000000", + "2004-02-20T00:00:00.000000", + "2004-02-23T00:00:00.000000", + "2004-02-24T00:00:00.000000", + "2004-02-25T00:00:00.000000", + "2004-02-26T00:00:00.000000", + "2004-02-27T00:00:00.000000", + "2004-03-01T00:00:00.000000", + "2004-03-02T00:00:00.000000", + "2004-03-03T00:00:00.000000", + "2004-03-04T00:00:00.000000", + "2004-03-05T00:00:00.000000", + "2004-03-08T00:00:00.000000", + "2004-03-09T00:00:00.000000", + "2004-03-10T00:00:00.000000", + "2004-03-11T00:00:00.000000", + "2004-03-12T00:00:00.000000", + "2004-03-15T00:00:00.000000", + "2004-03-16T00:00:00.000000", + "2004-03-17T00:00:00.000000", + "2004-03-18T00:00:00.000000", + "2004-03-19T00:00:00.000000", + "2004-03-22T00:00:00.000000", + "2004-03-23T00:00:00.000000", + "2004-03-24T00:00:00.000000", + "2004-03-25T00:00:00.000000", + "2004-03-26T00:00:00.000000", + "2004-03-29T00:00:00.000000", + "2004-03-30T00:00:00.000000", + "2004-03-31T00:00:00.000000", + "2004-04-01T00:00:00.000000", + "2004-04-02T00:00:00.000000", + "2004-04-05T00:00:00.000000", + "2004-04-06T00:00:00.000000", + "2004-04-07T00:00:00.000000", + "2004-04-08T00:00:00.000000", + "2004-04-09T00:00:00.000000", + "2004-04-12T00:00:00.000000", + "2004-04-13T00:00:00.000000", + "2004-04-14T00:00:00.000000", + "2004-04-15T00:00:00.000000", + "2004-04-16T00:00:00.000000", + "2004-04-19T00:00:00.000000", + "2004-04-20T00:00:00.000000", + "2004-04-21T00:00:00.000000", + "2004-04-22T00:00:00.000000", + "2004-04-23T00:00:00.000000", + "2004-04-26T00:00:00.000000", + "2004-04-27T00:00:00.000000", + "2004-04-28T00:00:00.000000", + "2004-04-29T00:00:00.000000", + "2004-04-30T00:00:00.000000", + "2004-05-03T00:00:00.000000", + "2004-05-04T00:00:00.000000", + "2004-05-05T00:00:00.000000", + "2004-05-06T00:00:00.000000", + "2004-05-07T00:00:00.000000", + "2004-05-10T00:00:00.000000", + "2004-05-11T00:00:00.000000", + "2004-05-12T00:00:00.000000", + "2004-05-13T00:00:00.000000", + "2004-05-14T00:00:00.000000", + "2004-05-17T00:00:00.000000", + "2004-05-18T00:00:00.000000", + "2004-05-19T00:00:00.000000", + "2004-05-20T00:00:00.000000", + "2004-05-21T00:00:00.000000", + "2004-05-24T00:00:00.000000", + "2004-05-25T00:00:00.000000", + "2004-05-26T00:00:00.000000", + "2004-05-27T00:00:00.000000", + "2004-05-28T00:00:00.000000", + "2004-05-31T00:00:00.000000", + "2004-06-01T00:00:00.000000", + "2004-06-02T00:00:00.000000", + "2004-06-03T00:00:00.000000", + "2004-06-04T00:00:00.000000", + "2004-06-07T00:00:00.000000", + "2004-06-08T00:00:00.000000", + "2004-06-09T00:00:00.000000", + "2004-06-10T00:00:00.000000", + "2004-06-11T00:00:00.000000", + "2004-06-14T00:00:00.000000", + "2004-06-15T00:00:00.000000", + "2004-06-16T00:00:00.000000", + "2004-06-17T00:00:00.000000", + "2004-06-18T00:00:00.000000", + "2004-06-21T00:00:00.000000", + "2004-06-22T00:00:00.000000", + "2004-06-23T00:00:00.000000", + "2004-06-24T00:00:00.000000", + "2004-06-25T00:00:00.000000", + "2004-06-28T00:00:00.000000", + "2004-06-29T00:00:00.000000", + "2004-06-30T00:00:00.000000", + "2004-07-01T00:00:00.000000", + "2004-07-02T00:00:00.000000", + "2004-07-05T00:00:00.000000", + "2004-07-06T00:00:00.000000", + "2004-07-07T00:00:00.000000", + "2004-07-08T00:00:00.000000", + "2004-07-09T00:00:00.000000", + "2004-07-12T00:00:00.000000", + "2004-07-13T00:00:00.000000", + "2004-07-14T00:00:00.000000", + "2004-07-15T00:00:00.000000", + "2004-07-16T00:00:00.000000", + "2004-07-19T00:00:00.000000", + "2004-07-20T00:00:00.000000", + "2004-07-21T00:00:00.000000", + "2004-07-22T00:00:00.000000", + "2004-07-23T00:00:00.000000", + "2004-07-26T00:00:00.000000", + "2004-07-27T00:00:00.000000", + "2004-07-28T00:00:00.000000", + "2004-07-29T00:00:00.000000", + "2004-07-30T00:00:00.000000", + "2004-08-02T00:00:00.000000", + "2004-08-03T00:00:00.000000", + "2004-08-04T00:00:00.000000", + "2004-08-05T00:00:00.000000", + "2004-08-06T00:00:00.000000", + "2004-08-09T00:00:00.000000", + "2004-08-10T00:00:00.000000", + "2004-08-11T00:00:00.000000", + "2004-08-12T00:00:00.000000", + "2004-08-13T00:00:00.000000", + "2004-08-16T00:00:00.000000", + "2004-08-17T00:00:00.000000", + "2004-08-18T00:00:00.000000", + "2004-08-19T00:00:00.000000", + "2004-08-20T00:00:00.000000", + "2004-08-23T00:00:00.000000", + "2004-08-24T00:00:00.000000", + "2004-08-25T00:00:00.000000", + "2004-08-26T00:00:00.000000", + "2004-08-27T00:00:00.000000", + "2004-08-30T00:00:00.000000", + "2004-08-31T00:00:00.000000", + "2004-09-01T00:00:00.000000", + "2004-09-02T00:00:00.000000", + "2004-09-03T00:00:00.000000", + "2004-09-06T00:00:00.000000", + "2004-09-07T00:00:00.000000", + "2004-09-08T00:00:00.000000", + "2004-09-09T00:00:00.000000", + "2004-09-10T00:00:00.000000", + "2004-09-13T00:00:00.000000", + "2004-09-14T00:00:00.000000", + "2004-09-15T00:00:00.000000", + "2004-09-16T00:00:00.000000", + "2004-09-17T00:00:00.000000", + "2004-09-20T00:00:00.000000", + "2004-09-21T00:00:00.000000", + "2004-09-22T00:00:00.000000", + "2004-09-23T00:00:00.000000", + "2004-09-24T00:00:00.000000", + "2004-09-27T00:00:00.000000", + "2004-09-28T00:00:00.000000", + "2004-09-29T00:00:00.000000", + "2004-09-30T00:00:00.000000", + "2004-10-01T00:00:00.000000", + "2004-10-04T00:00:00.000000", + "2004-10-05T00:00:00.000000", + "2004-10-06T00:00:00.000000", + "2004-10-07T00:00:00.000000", + "2004-10-08T00:00:00.000000", + "2004-10-11T00:00:00.000000", + "2004-10-12T00:00:00.000000", + "2004-10-13T00:00:00.000000", + "2004-10-14T00:00:00.000000", + "2004-10-15T00:00:00.000000", + "2004-10-18T00:00:00.000000", + "2004-10-19T00:00:00.000000", + "2004-10-20T00:00:00.000000", + "2004-10-21T00:00:00.000000", + "2004-10-22T00:00:00.000000", + "2004-10-25T00:00:00.000000", + "2004-10-26T00:00:00.000000", + "2004-10-27T00:00:00.000000", + "2004-10-28T00:00:00.000000", + "2004-10-29T00:00:00.000000", + "2004-11-01T00:00:00.000000", + "2004-11-02T00:00:00.000000", + "2004-11-03T00:00:00.000000", + "2004-11-04T00:00:00.000000", + "2004-11-05T00:00:00.000000", + "2004-11-08T00:00:00.000000", + "2004-11-09T00:00:00.000000", + "2004-11-10T00:00:00.000000", + "2004-11-11T00:00:00.000000", + "2004-11-12T00:00:00.000000", + "2004-11-15T00:00:00.000000", + "2004-11-16T00:00:00.000000", + "2004-11-17T00:00:00.000000", + "2004-11-18T00:00:00.000000", + "2004-11-19T00:00:00.000000", + "2004-11-22T00:00:00.000000", + "2004-11-23T00:00:00.000000", + "2004-11-24T00:00:00.000000", + "2004-11-25T00:00:00.000000", + "2004-11-26T00:00:00.000000", + "2004-11-29T00:00:00.000000", + "2004-11-30T00:00:00.000000", + "2004-12-01T00:00:00.000000", + "2004-12-02T00:00:00.000000", + "2004-12-03T00:00:00.000000", + "2004-12-06T00:00:00.000000", + "2004-12-07T00:00:00.000000", + "2004-12-08T00:00:00.000000", + "2004-12-09T00:00:00.000000", + "2004-12-10T00:00:00.000000", + "2004-12-13T00:00:00.000000", + "2004-12-14T00:00:00.000000", + "2004-12-15T00:00:00.000000", + "2004-12-16T00:00:00.000000", + "2004-12-17T00:00:00.000000", + "2004-12-20T00:00:00.000000", + "2004-12-21T00:00:00.000000", + "2004-12-22T00:00:00.000000", + "2004-12-23T00:00:00.000000", + "2004-12-24T00:00:00.000000", + "2004-12-27T00:00:00.000000", + "2004-12-28T00:00:00.000000", + "2004-12-29T00:00:00.000000", + "2004-12-30T00:00:00.000000", + "2004-12-31T00:00:00.000000", + "2005-01-03T00:00:00.000000", + "2005-01-04T00:00:00.000000", + "2005-01-05T00:00:00.000000", + "2005-01-06T00:00:00.000000", + "2005-01-07T00:00:00.000000", + "2005-01-10T00:00:00.000000", + "2005-01-11T00:00:00.000000", + "2005-01-12T00:00:00.000000", + "2005-01-13T00:00:00.000000", + "2005-01-14T00:00:00.000000", + "2005-01-17T00:00:00.000000", + "2005-01-18T00:00:00.000000", + "2005-01-19T00:00:00.000000", + "2005-01-20T00:00:00.000000", + "2005-01-21T00:00:00.000000", + "2005-01-24T00:00:00.000000", + "2005-01-25T00:00:00.000000", + "2005-01-26T00:00:00.000000", + "2005-01-27T00:00:00.000000", + "2005-01-28T00:00:00.000000", + "2005-01-31T00:00:00.000000", + "2005-02-01T00:00:00.000000", + "2005-02-02T00:00:00.000000", + "2005-02-03T00:00:00.000000", + "2005-02-04T00:00:00.000000", + "2005-02-07T00:00:00.000000", + "2005-02-08T00:00:00.000000", + "2005-02-09T00:00:00.000000", + "2005-02-10T00:00:00.000000", + "2005-02-11T00:00:00.000000", + "2005-02-14T00:00:00.000000", + "2005-02-15T00:00:00.000000", + "2005-02-16T00:00:00.000000", + "2005-02-17T00:00:00.000000", + "2005-02-18T00:00:00.000000", + "2005-02-21T00:00:00.000000", + "2005-02-22T00:00:00.000000", + "2005-02-23T00:00:00.000000", + "2005-02-24T00:00:00.000000", + "2005-02-25T00:00:00.000000", + "2005-02-28T00:00:00.000000", + "2005-03-01T00:00:00.000000", + "2005-03-02T00:00:00.000000", + "2005-03-03T00:00:00.000000", + "2005-03-04T00:00:00.000000", + "2005-03-07T00:00:00.000000", + "2005-03-08T00:00:00.000000", + "2005-03-09T00:00:00.000000", + "2005-03-10T00:00:00.000000", + "2005-03-11T00:00:00.000000", + "2005-03-14T00:00:00.000000", + "2005-03-15T00:00:00.000000", + "2005-03-16T00:00:00.000000", + "2005-03-17T00:00:00.000000", + "2005-03-18T00:00:00.000000", + "2005-03-21T00:00:00.000000", + "2005-03-22T00:00:00.000000", + "2005-03-23T00:00:00.000000", + "2005-03-24T00:00:00.000000", + "2005-03-25T00:00:00.000000", + "2005-03-28T00:00:00.000000", + "2005-03-29T00:00:00.000000", + "2005-03-30T00:00:00.000000", + "2005-03-31T00:00:00.000000", + "2005-04-01T00:00:00.000000", + "2005-04-04T00:00:00.000000", + "2005-04-05T00:00:00.000000", + "2005-04-06T00:00:00.000000", + "2005-04-07T00:00:00.000000", + "2005-04-08T00:00:00.000000", + "2005-04-11T00:00:00.000000", + "2005-04-12T00:00:00.000000", + "2005-04-13T00:00:00.000000", + "2005-04-14T00:00:00.000000", + "2005-04-15T00:00:00.000000", + "2005-04-18T00:00:00.000000", + "2005-04-19T00:00:00.000000", + "2005-04-20T00:00:00.000000", + "2005-04-21T00:00:00.000000", + "2005-04-22T00:00:00.000000", + "2005-04-25T00:00:00.000000", + "2005-04-26T00:00:00.000000", + "2005-04-27T00:00:00.000000", + "2005-04-28T00:00:00.000000", + "2005-04-29T00:00:00.000000", + "2005-05-02T00:00:00.000000", + "2005-05-03T00:00:00.000000", + "2005-05-04T00:00:00.000000", + "2005-05-05T00:00:00.000000", + "2005-05-06T00:00:00.000000", + "2005-05-09T00:00:00.000000", + "2005-05-10T00:00:00.000000", + "2005-05-11T00:00:00.000000", + "2005-05-12T00:00:00.000000", + "2005-05-13T00:00:00.000000", + "2005-05-16T00:00:00.000000", + "2005-05-17T00:00:00.000000", + "2005-05-18T00:00:00.000000", + "2005-05-19T00:00:00.000000", + "2005-05-20T00:00:00.000000", + "2005-05-23T00:00:00.000000", + "2005-05-24T00:00:00.000000", + "2005-05-25T00:00:00.000000", + "2005-05-26T00:00:00.000000", + "2005-05-27T00:00:00.000000", + "2005-05-30T00:00:00.000000", + "2005-05-31T00:00:00.000000", + "2005-06-01T00:00:00.000000", + "2005-06-02T00:00:00.000000", + "2005-06-03T00:00:00.000000", + "2005-06-06T00:00:00.000000", + "2005-06-07T00:00:00.000000", + "2005-06-08T00:00:00.000000", + "2005-06-09T00:00:00.000000", + "2005-06-10T00:00:00.000000", + "2005-06-13T00:00:00.000000", + "2005-06-14T00:00:00.000000", + "2005-06-15T00:00:00.000000", + "2005-06-16T00:00:00.000000", + "2005-06-17T00:00:00.000000", + "2005-06-20T00:00:00.000000", + "2005-06-21T00:00:00.000000", + "2005-06-22T00:00:00.000000", + "2005-06-23T00:00:00.000000", + "2005-06-24T00:00:00.000000", + "2005-06-27T00:00:00.000000", + "2005-06-28T00:00:00.000000", + "2005-06-29T00:00:00.000000", + "2005-06-30T00:00:00.000000", + "2005-07-01T00:00:00.000000", + "2005-07-04T00:00:00.000000", + "2005-07-05T00:00:00.000000", + "2005-07-06T00:00:00.000000", + "2005-07-07T00:00:00.000000", + "2005-07-08T00:00:00.000000", + "2005-07-11T00:00:00.000000", + "2005-07-12T00:00:00.000000", + "2005-07-13T00:00:00.000000", + "2005-07-14T00:00:00.000000", + "2005-07-15T00:00:00.000000", + "2005-07-18T00:00:00.000000", + "2005-07-19T00:00:00.000000", + "2005-07-20T00:00:00.000000", + "2005-07-21T00:00:00.000000", + "2005-07-22T00:00:00.000000", + "2005-07-25T00:00:00.000000", + "2005-07-26T00:00:00.000000", + "2005-07-27T00:00:00.000000", + "2005-07-28T00:00:00.000000", + "2005-07-29T00:00:00.000000", + "2005-08-01T00:00:00.000000", + "2005-08-02T00:00:00.000000", + "2005-08-03T00:00:00.000000", + "2005-08-04T00:00:00.000000", + "2005-08-05T00:00:00.000000", + "2005-08-08T00:00:00.000000", + "2005-08-09T00:00:00.000000", + "2005-08-10T00:00:00.000000", + "2005-08-11T00:00:00.000000", + "2005-08-12T00:00:00.000000", + "2005-08-15T00:00:00.000000", + "2005-08-16T00:00:00.000000", + "2005-08-17T00:00:00.000000", + "2005-08-18T00:00:00.000000", + "2005-08-19T00:00:00.000000", + "2005-08-22T00:00:00.000000", + "2005-08-23T00:00:00.000000", + "2005-08-24T00:00:00.000000", + "2005-08-25T00:00:00.000000", + "2005-08-26T00:00:00.000000", + "2005-08-29T00:00:00.000000", + "2005-08-30T00:00:00.000000", + "2005-08-31T00:00:00.000000", + "2005-09-01T00:00:00.000000", + "2005-09-02T00:00:00.000000", + "2005-09-05T00:00:00.000000", + "2005-09-06T00:00:00.000000", + "2005-09-07T00:00:00.000000", + "2005-09-08T00:00:00.000000", + "2005-09-09T00:00:00.000000", + "2005-09-12T00:00:00.000000", + "2005-09-13T00:00:00.000000", + "2005-09-14T00:00:00.000000", + "2005-09-15T00:00:00.000000", + "2005-09-16T00:00:00.000000", + "2005-09-19T00:00:00.000000", + "2005-09-20T00:00:00.000000", + "2005-09-21T00:00:00.000000", + "2005-09-22T00:00:00.000000", + "2005-09-23T00:00:00.000000", + "2005-09-26T00:00:00.000000", + "2005-09-27T00:00:00.000000", + "2005-09-28T00:00:00.000000", + "2005-09-29T00:00:00.000000", + "2005-09-30T00:00:00.000000", + "2005-10-03T00:00:00.000000", + "2005-10-04T00:00:00.000000", + "2005-10-05T00:00:00.000000", + "2005-10-06T00:00:00.000000", + "2005-10-07T00:00:00.000000", + "2005-10-10T00:00:00.000000", + "2005-10-11T00:00:00.000000", + "2005-10-12T00:00:00.000000", + "2005-10-13T00:00:00.000000", + "2005-10-14T00:00:00.000000", + "2005-10-17T00:00:00.000000", + "2005-10-18T00:00:00.000000", + "2005-10-19T00:00:00.000000", + "2005-10-20T00:00:00.000000", + "2005-10-21T00:00:00.000000", + "2005-10-24T00:00:00.000000", + "2005-10-25T00:00:00.000000", + "2005-10-26T00:00:00.000000", + "2005-10-27T00:00:00.000000", + "2005-10-28T00:00:00.000000", + "2005-10-31T00:00:00.000000", + "2005-11-01T00:00:00.000000", + "2005-11-02T00:00:00.000000", + "2005-11-03T00:00:00.000000", + "2005-11-04T00:00:00.000000", + "2005-11-07T00:00:00.000000", + "2005-11-08T00:00:00.000000", + "2005-11-09T00:00:00.000000", + "2005-11-10T00:00:00.000000", + "2005-11-11T00:00:00.000000", + "2005-11-14T00:00:00.000000", + "2005-11-15T00:00:00.000000", + "2005-11-16T00:00:00.000000", + "2005-11-17T00:00:00.000000", + "2005-11-18T00:00:00.000000", + "2005-11-21T00:00:00.000000", + "2005-11-22T00:00:00.000000", + "2005-11-23T00:00:00.000000", + "2005-11-24T00:00:00.000000", + "2005-11-25T00:00:00.000000", + "2005-11-28T00:00:00.000000", + "2005-11-29T00:00:00.000000", + "2005-11-30T00:00:00.000000", + "2005-12-01T00:00:00.000000", + "2005-12-02T00:00:00.000000", + "2005-12-05T00:00:00.000000", + "2005-12-06T00:00:00.000000", + "2005-12-07T00:00:00.000000", + "2005-12-08T00:00:00.000000", + "2005-12-09T00:00:00.000000", + "2005-12-12T00:00:00.000000", + "2005-12-13T00:00:00.000000", + "2005-12-14T00:00:00.000000", + "2005-12-15T00:00:00.000000", + "2005-12-16T00:00:00.000000", + "2005-12-19T00:00:00.000000", + "2005-12-20T00:00:00.000000", + "2005-12-21T00:00:00.000000", + "2005-12-22T00:00:00.000000", + "2005-12-23T00:00:00.000000", + "2005-12-26T00:00:00.000000", + "2005-12-27T00:00:00.000000", + "2005-12-28T00:00:00.000000", + "2005-12-29T00:00:00.000000", + "2005-12-30T00:00:00.000000", + "2006-01-02T00:00:00.000000", + "2006-01-03T00:00:00.000000", + "2006-01-04T00:00:00.000000", + "2006-01-05T00:00:00.000000", + "2006-01-06T00:00:00.000000", + "2006-01-09T00:00:00.000000", + "2006-01-10T00:00:00.000000", + "2006-01-11T00:00:00.000000", + "2006-01-12T00:00:00.000000", + "2006-01-13T00:00:00.000000", + "2006-01-16T00:00:00.000000", + "2006-01-17T00:00:00.000000", + "2006-01-18T00:00:00.000000", + "2006-01-19T00:00:00.000000", + "2006-01-20T00:00:00.000000", + "2006-01-23T00:00:00.000000", + "2006-01-24T00:00:00.000000", + "2006-01-25T00:00:00.000000", + "2006-01-26T00:00:00.000000", + "2006-01-27T00:00:00.000000", + "2006-01-30T00:00:00.000000", + "2006-01-31T00:00:00.000000", + "2006-02-01T00:00:00.000000", + "2006-02-02T00:00:00.000000", + "2006-02-03T00:00:00.000000", + "2006-02-06T00:00:00.000000", + "2006-02-07T00:00:00.000000", + "2006-02-08T00:00:00.000000", + "2006-02-09T00:00:00.000000", + "2006-02-10T00:00:00.000000", + "2006-02-13T00:00:00.000000", + "2006-02-14T00:00:00.000000", + "2006-02-15T00:00:00.000000", + "2006-02-16T00:00:00.000000", + "2006-02-17T00:00:00.000000", + "2006-02-20T00:00:00.000000", + "2006-02-21T00:00:00.000000", + "2006-02-22T00:00:00.000000", + "2006-02-23T00:00:00.000000", + "2006-02-24T00:00:00.000000", + "2006-02-27T00:00:00.000000", + "2006-02-28T00:00:00.000000", + "2006-03-01T00:00:00.000000", + "2006-03-02T00:00:00.000000", + "2006-03-03T00:00:00.000000", + "2006-03-06T00:00:00.000000", + "2006-03-07T00:00:00.000000", + "2006-03-08T00:00:00.000000", + "2006-03-09T00:00:00.000000", + "2006-03-10T00:00:00.000000", + "2006-03-13T00:00:00.000000", + "2006-03-14T00:00:00.000000", + "2006-03-15T00:00:00.000000", + "2006-03-16T00:00:00.000000", + "2006-03-17T00:00:00.000000", + "2006-03-20T00:00:00.000000", + "2006-03-21T00:00:00.000000", + "2006-03-22T00:00:00.000000", + "2006-03-23T00:00:00.000000", + "2006-03-24T00:00:00.000000", + "2006-03-27T00:00:00.000000", + "2006-03-28T00:00:00.000000", + "2006-03-29T00:00:00.000000", + "2006-03-30T00:00:00.000000", + "2006-03-31T00:00:00.000000", + "2006-04-03T00:00:00.000000", + "2006-04-04T00:00:00.000000", + "2006-04-05T00:00:00.000000", + "2006-04-06T00:00:00.000000", + "2006-04-07T00:00:00.000000", + "2006-04-10T00:00:00.000000", + "2006-04-11T00:00:00.000000", + "2006-04-12T00:00:00.000000", + "2006-04-13T00:00:00.000000", + "2006-04-14T00:00:00.000000", + "2006-04-17T00:00:00.000000", + "2006-04-18T00:00:00.000000", + "2006-04-19T00:00:00.000000", + "2006-04-20T00:00:00.000000", + "2006-04-21T00:00:00.000000", + "2006-04-24T00:00:00.000000", + "2006-04-25T00:00:00.000000", + "2006-04-26T00:00:00.000000", + "2006-04-27T00:00:00.000000", + "2006-04-28T00:00:00.000000", + "2006-05-01T00:00:00.000000", + "2006-05-02T00:00:00.000000", + "2006-05-03T00:00:00.000000", + "2006-05-04T00:00:00.000000", + "2006-05-05T00:00:00.000000", + "2006-05-08T00:00:00.000000", + "2006-05-09T00:00:00.000000", + "2006-05-10T00:00:00.000000", + "2006-05-11T00:00:00.000000", + "2006-05-12T00:00:00.000000", + "2006-05-15T00:00:00.000000", + "2006-05-16T00:00:00.000000", + "2006-05-17T00:00:00.000000", + "2006-05-18T00:00:00.000000", + "2006-05-19T00:00:00.000000", + "2006-05-22T00:00:00.000000", + "2006-05-23T00:00:00.000000", + "2006-05-24T00:00:00.000000", + "2006-05-25T00:00:00.000000", + "2006-05-26T00:00:00.000000", + "2006-05-29T00:00:00.000000", + "2006-05-30T00:00:00.000000", + "2006-05-31T00:00:00.000000", + "2006-06-01T00:00:00.000000", + "2006-06-02T00:00:00.000000", + "2006-06-05T00:00:00.000000", + "2006-06-06T00:00:00.000000", + "2006-06-07T00:00:00.000000", + "2006-06-08T00:00:00.000000", + "2006-06-09T00:00:00.000000", + "2006-06-12T00:00:00.000000", + "2006-06-13T00:00:00.000000", + "2006-06-14T00:00:00.000000", + "2006-06-15T00:00:00.000000", + "2006-06-16T00:00:00.000000", + "2006-06-19T00:00:00.000000", + "2006-06-20T00:00:00.000000", + "2006-06-21T00:00:00.000000", + "2006-06-22T00:00:00.000000", + "2006-06-23T00:00:00.000000", + "2006-06-26T00:00:00.000000", + "2006-06-27T00:00:00.000000", + "2006-06-28T00:00:00.000000", + "2006-06-29T00:00:00.000000", + "2006-06-30T00:00:00.000000", + "2006-07-03T00:00:00.000000", + "2006-07-04T00:00:00.000000", + "2006-07-05T00:00:00.000000", + "2006-07-06T00:00:00.000000", + "2006-07-07T00:00:00.000000", + "2006-07-10T00:00:00.000000", + "2006-07-11T00:00:00.000000", + "2006-07-12T00:00:00.000000", + "2006-07-13T00:00:00.000000", + "2006-07-14T00:00:00.000000", + "2006-07-17T00:00:00.000000", + "2006-07-18T00:00:00.000000", + "2006-07-19T00:00:00.000000", + "2006-07-20T00:00:00.000000", + "2006-07-21T00:00:00.000000", + "2006-07-24T00:00:00.000000", + "2006-07-25T00:00:00.000000", + "2006-07-26T00:00:00.000000", + "2006-07-27T00:00:00.000000", + "2006-07-28T00:00:00.000000", + "2006-07-31T00:00:00.000000", + "2006-08-01T00:00:00.000000", + "2006-08-02T00:00:00.000000", + "2006-08-03T00:00:00.000000", + "2006-08-04T00:00:00.000000", + "2006-08-07T00:00:00.000000", + "2006-08-08T00:00:00.000000", + "2006-08-09T00:00:00.000000", + "2006-08-10T00:00:00.000000", + "2006-08-11T00:00:00.000000", + "2006-08-14T00:00:00.000000", + "2006-08-15T00:00:00.000000", + "2006-08-16T00:00:00.000000", + "2006-08-17T00:00:00.000000", + "2006-08-18T00:00:00.000000", + "2006-08-21T00:00:00.000000", + "2006-08-22T00:00:00.000000", + "2006-08-23T00:00:00.000000", + "2006-08-24T00:00:00.000000", + "2006-08-25T00:00:00.000000", + "2006-08-28T00:00:00.000000", + "2006-08-29T00:00:00.000000", + "2006-08-30T00:00:00.000000", + "2006-08-31T00:00:00.000000", + "2006-09-01T00:00:00.000000", + "2006-09-04T00:00:00.000000", + "2006-09-05T00:00:00.000000", + "2006-09-06T00:00:00.000000", + "2006-09-07T00:00:00.000000", + "2006-09-08T00:00:00.000000", + "2006-09-11T00:00:00.000000", + "2006-09-12T00:00:00.000000", + "2006-09-13T00:00:00.000000", + "2006-09-14T00:00:00.000000", + "2006-09-15T00:00:00.000000", + "2006-09-18T00:00:00.000000", + "2006-09-19T00:00:00.000000", + "2006-09-20T00:00:00.000000", + "2006-09-21T00:00:00.000000", + "2006-09-22T00:00:00.000000", + "2006-09-25T00:00:00.000000", + "2006-09-26T00:00:00.000000", + "2006-09-27T00:00:00.000000", + "2006-09-28T00:00:00.000000", + "2006-09-29T00:00:00.000000", + "2006-10-02T00:00:00.000000", + "2006-10-03T00:00:00.000000", + "2006-10-04T00:00:00.000000", + "2006-10-05T00:00:00.000000", + "2006-10-06T00:00:00.000000", + "2006-10-09T00:00:00.000000", + "2006-10-10T00:00:00.000000", + "2006-10-11T00:00:00.000000", + "2006-10-12T00:00:00.000000", + "2006-10-13T00:00:00.000000", + "2006-10-16T00:00:00.000000", + "2006-10-17T00:00:00.000000", + "2006-10-18T00:00:00.000000", + "2006-10-19T00:00:00.000000", + "2006-10-20T00:00:00.000000", + "2006-10-23T00:00:00.000000", + "2006-10-24T00:00:00.000000", + "2006-10-25T00:00:00.000000", + "2006-10-26T00:00:00.000000", + "2006-10-27T00:00:00.000000", + "2006-10-30T00:00:00.000000", + "2006-10-31T00:00:00.000000", + "2006-11-01T00:00:00.000000", + "2006-11-02T00:00:00.000000", + "2006-11-03T00:00:00.000000", + "2006-11-06T00:00:00.000000", + "2006-11-07T00:00:00.000000", + "2006-11-08T00:00:00.000000", + "2006-11-09T00:00:00.000000", + "2006-11-10T00:00:00.000000", + "2006-11-13T00:00:00.000000", + "2006-11-14T00:00:00.000000", + "2006-11-15T00:00:00.000000", + "2006-11-16T00:00:00.000000", + "2006-11-17T00:00:00.000000", + "2006-11-20T00:00:00.000000", + "2006-11-21T00:00:00.000000", + "2006-11-22T00:00:00.000000", + "2006-11-23T00:00:00.000000", + "2006-11-24T00:00:00.000000", + "2006-11-27T00:00:00.000000", + "2006-11-28T00:00:00.000000", + "2006-11-29T00:00:00.000000", + "2006-11-30T00:00:00.000000", + "2006-12-01T00:00:00.000000", + "2006-12-04T00:00:00.000000", + "2006-12-05T00:00:00.000000", + "2006-12-06T00:00:00.000000", + "2006-12-07T00:00:00.000000", + "2006-12-08T00:00:00.000000", + "2006-12-11T00:00:00.000000", + "2006-12-12T00:00:00.000000", + "2006-12-13T00:00:00.000000", + "2006-12-14T00:00:00.000000", + "2006-12-15T00:00:00.000000", + "2006-12-18T00:00:00.000000", + "2006-12-19T00:00:00.000000", + "2006-12-20T00:00:00.000000", + "2006-12-21T00:00:00.000000", + "2006-12-22T00:00:00.000000", + "2006-12-25T00:00:00.000000", + "2006-12-26T00:00:00.000000", + "2006-12-27T00:00:00.000000", + "2006-12-28T00:00:00.000000", + "2006-12-29T00:00:00.000000", + "2007-01-01T00:00:00.000000", + "2007-01-02T00:00:00.000000", + "2007-01-03T00:00:00.000000", + "2007-01-04T00:00:00.000000", + "2007-01-05T00:00:00.000000", + "2007-01-08T00:00:00.000000", + "2007-01-09T00:00:00.000000", + "2007-01-10T00:00:00.000000", + "2007-01-11T00:00:00.000000", + "2007-01-12T00:00:00.000000", + "2007-01-15T00:00:00.000000", + "2007-01-16T00:00:00.000000", + "2007-01-17T00:00:00.000000", + "2007-01-18T00:00:00.000000", + "2007-01-19T00:00:00.000000", + "2007-01-22T00:00:00.000000", + "2007-01-23T00:00:00.000000", + "2007-01-24T00:00:00.000000", + "2007-01-25T00:00:00.000000", + "2007-01-26T00:00:00.000000", + "2007-01-29T00:00:00.000000", + "2007-01-30T00:00:00.000000", + "2007-01-31T00:00:00.000000", + "2007-02-01T00:00:00.000000", + "2007-02-02T00:00:00.000000", + "2007-02-05T00:00:00.000000", + "2007-02-06T00:00:00.000000", + "2007-02-07T00:00:00.000000", + "2007-02-08T00:00:00.000000", + "2007-02-09T00:00:00.000000", + "2007-02-12T00:00:00.000000", + "2007-02-13T00:00:00.000000", + "2007-02-14T00:00:00.000000", + "2007-02-15T00:00:00.000000", + "2007-02-16T00:00:00.000000", + "2007-02-19T00:00:00.000000", + "2007-02-20T00:00:00.000000", + "2007-02-21T00:00:00.000000", + "2007-02-22T00:00:00.000000", + "2007-02-23T00:00:00.000000", + "2007-02-26T00:00:00.000000", + "2007-02-27T00:00:00.000000", + "2007-02-28T00:00:00.000000", + "2007-03-01T00:00:00.000000", + "2007-03-02T00:00:00.000000", + "2007-03-05T00:00:00.000000", + "2007-03-06T00:00:00.000000", + "2007-03-07T00:00:00.000000", + "2007-03-08T00:00:00.000000", + "2007-03-09T00:00:00.000000", + "2007-03-12T00:00:00.000000", + "2007-03-13T00:00:00.000000", + "2007-03-14T00:00:00.000000", + "2007-03-15T00:00:00.000000", + "2007-03-16T00:00:00.000000", + "2007-03-19T00:00:00.000000", + "2007-03-20T00:00:00.000000", + "2007-03-21T00:00:00.000000", + "2007-03-22T00:00:00.000000", + "2007-03-23T00:00:00.000000", + "2007-03-26T00:00:00.000000", + "2007-03-27T00:00:00.000000", + "2007-03-28T00:00:00.000000", + "2007-03-29T00:00:00.000000", + "2007-03-30T00:00:00.000000", + "2007-04-02T00:00:00.000000", + "2007-04-03T00:00:00.000000", + "2007-04-04T00:00:00.000000", + "2007-04-05T00:00:00.000000", + "2007-04-06T00:00:00.000000", + "2007-04-09T00:00:00.000000", + "2007-04-10T00:00:00.000000", + "2007-04-11T00:00:00.000000", + "2007-04-12T00:00:00.000000", + "2007-04-13T00:00:00.000000", + "2007-04-16T00:00:00.000000", + "2007-04-17T00:00:00.000000", + "2007-04-18T00:00:00.000000", + "2007-04-19T00:00:00.000000", + "2007-04-20T00:00:00.000000", + "2007-04-23T00:00:00.000000", + "2007-04-24T00:00:00.000000", + "2007-04-25T00:00:00.000000", + "2007-04-26T00:00:00.000000", + "2007-04-27T00:00:00.000000", + "2007-04-30T00:00:00.000000", + "2007-05-01T00:00:00.000000", + "2007-05-02T00:00:00.000000", + "2007-05-03T00:00:00.000000", + "2007-05-04T00:00:00.000000", + "2007-05-07T00:00:00.000000", + "2007-05-08T00:00:00.000000", + "2007-05-09T00:00:00.000000", + "2007-05-10T00:00:00.000000", + "2007-05-11T00:00:00.000000", + "2007-05-14T00:00:00.000000", + "2007-05-15T00:00:00.000000", + "2007-05-16T00:00:00.000000", + "2007-05-17T00:00:00.000000", + "2007-05-18T00:00:00.000000", + "2007-05-21T00:00:00.000000", + "2007-05-22T00:00:00.000000", + "2007-05-23T00:00:00.000000", + "2007-05-24T00:00:00.000000", + "2007-05-25T00:00:00.000000", + "2007-05-28T00:00:00.000000", + "2007-05-29T00:00:00.000000", + "2007-05-30T00:00:00.000000", + "2007-05-31T00:00:00.000000", + "2007-06-01T00:00:00.000000", + "2007-06-04T00:00:00.000000", + "2007-06-05T00:00:00.000000", + "2007-06-06T00:00:00.000000", + "2007-06-07T00:00:00.000000", + "2007-06-08T00:00:00.000000", + "2007-06-11T00:00:00.000000", + "2007-06-12T00:00:00.000000", + "2007-06-13T00:00:00.000000", + "2007-06-14T00:00:00.000000", + "2007-06-15T00:00:00.000000", + "2007-06-18T00:00:00.000000", + "2007-06-19T00:00:00.000000", + "2007-06-20T00:00:00.000000", + "2007-06-21T00:00:00.000000", + "2007-06-22T00:00:00.000000", + "2007-06-25T00:00:00.000000", + "2007-06-26T00:00:00.000000", + "2007-06-27T00:00:00.000000", + "2007-06-28T00:00:00.000000", + "2007-06-29T00:00:00.000000", + "2007-07-02T00:00:00.000000", + "2007-07-03T00:00:00.000000", + "2007-07-04T00:00:00.000000", + "2007-07-05T00:00:00.000000", + "2007-07-06T00:00:00.000000", + "2007-07-09T00:00:00.000000", + "2007-07-10T00:00:00.000000", + "2007-07-11T00:00:00.000000", + "2007-07-12T00:00:00.000000", + "2007-07-13T00:00:00.000000", + "2007-07-16T00:00:00.000000", + "2007-07-17T00:00:00.000000", + "2007-07-18T00:00:00.000000", + "2007-07-19T00:00:00.000000", + "2007-07-20T00:00:00.000000", + "2007-07-23T00:00:00.000000", + "2007-07-24T00:00:00.000000", + "2007-07-25T00:00:00.000000", + "2007-07-26T00:00:00.000000", + "2007-07-27T00:00:00.000000", + "2007-07-30T00:00:00.000000", + "2007-07-31T00:00:00.000000", + "2007-08-01T00:00:00.000000", + "2007-08-02T00:00:00.000000", + "2007-08-03T00:00:00.000000", + "2007-08-06T00:00:00.000000", + "2007-08-07T00:00:00.000000", + "2007-08-08T00:00:00.000000", + "2007-08-09T00:00:00.000000", + "2007-08-10T00:00:00.000000", + "2007-08-13T00:00:00.000000", + "2007-08-14T00:00:00.000000", + "2007-08-15T00:00:00.000000", + "2007-08-16T00:00:00.000000", + "2007-08-17T00:00:00.000000", + "2007-08-20T00:00:00.000000", + "2007-08-21T00:00:00.000000", + "2007-08-22T00:00:00.000000", + "2007-08-23T00:00:00.000000", + "2007-08-24T00:00:00.000000", + "2007-08-27T00:00:00.000000", + "2007-08-28T00:00:00.000000", + "2007-08-29T00:00:00.000000", + "2007-08-30T00:00:00.000000", + "2007-08-31T00:00:00.000000", + "2007-09-03T00:00:00.000000", + "2007-09-04T00:00:00.000000", + "2007-09-05T00:00:00.000000", + "2007-09-06T00:00:00.000000", + "2007-09-07T00:00:00.000000", + "2007-09-10T00:00:00.000000", + "2007-09-11T00:00:00.000000", + "2007-09-12T00:00:00.000000", + "2007-09-13T00:00:00.000000", + "2007-09-14T00:00:00.000000", + "2007-09-17T00:00:00.000000", + "2007-09-18T00:00:00.000000", + "2007-09-19T00:00:00.000000", + "2007-09-20T00:00:00.000000", + "2007-09-21T00:00:00.000000", + "2007-09-24T00:00:00.000000", + "2007-09-25T00:00:00.000000", + "2007-09-26T00:00:00.000000", + "2007-09-27T00:00:00.000000", + "2007-09-28T00:00:00.000000", + "2007-10-01T00:00:00.000000", + "2007-10-02T00:00:00.000000", + "2007-10-03T00:00:00.000000", + "2007-10-04T00:00:00.000000", + "2007-10-05T00:00:00.000000", + "2007-10-08T00:00:00.000000", + "2007-10-09T00:00:00.000000", + "2007-10-10T00:00:00.000000", + "2007-10-11T00:00:00.000000", + "2007-10-12T00:00:00.000000", + "2007-10-15T00:00:00.000000", + "2007-10-16T00:00:00.000000", + "2007-10-17T00:00:00.000000", + "2007-10-18T00:00:00.000000", + "2007-10-19T00:00:00.000000", + "2007-10-22T00:00:00.000000", + "2007-10-23T00:00:00.000000", + "2007-10-24T00:00:00.000000", + "2007-10-25T00:00:00.000000", + "2007-10-26T00:00:00.000000", + "2007-10-29T00:00:00.000000", + "2007-10-30T00:00:00.000000", + "2007-10-31T00:00:00.000000", + "2007-11-01T00:00:00.000000", + "2007-11-02T00:00:00.000000", + "2007-11-05T00:00:00.000000", + "2007-11-06T00:00:00.000000", + "2007-11-07T00:00:00.000000", + "2007-11-08T00:00:00.000000", + "2007-11-09T00:00:00.000000", + "2007-11-12T00:00:00.000000", + "2007-11-13T00:00:00.000000", + "2007-11-14T00:00:00.000000", + "2007-11-15T00:00:00.000000", + "2007-11-16T00:00:00.000000", + "2007-11-19T00:00:00.000000", + "2007-11-20T00:00:00.000000", + "2007-11-21T00:00:00.000000", + "2007-11-22T00:00:00.000000", + "2007-11-23T00:00:00.000000", + "2007-11-26T00:00:00.000000", + "2007-11-27T00:00:00.000000", + "2007-11-28T00:00:00.000000", + "2007-11-29T00:00:00.000000", + "2007-11-30T00:00:00.000000", + "2007-12-03T00:00:00.000000", + "2007-12-04T00:00:00.000000", + "2007-12-05T00:00:00.000000", + "2007-12-06T00:00:00.000000", + "2007-12-07T00:00:00.000000", + "2007-12-10T00:00:00.000000", + "2007-12-11T00:00:00.000000", + "2007-12-12T00:00:00.000000", + "2007-12-13T00:00:00.000000", + "2007-12-14T00:00:00.000000", + "2007-12-17T00:00:00.000000", + "2007-12-18T00:00:00.000000", + "2007-12-19T00:00:00.000000", + "2007-12-20T00:00:00.000000", + "2007-12-21T00:00:00.000000", + "2007-12-24T00:00:00.000000", + "2007-12-25T00:00:00.000000", + "2007-12-26T00:00:00.000000", + "2007-12-27T00:00:00.000000", + "2007-12-28T00:00:00.000000", + "2007-12-31T00:00:00.000000", + "2008-01-01T00:00:00.000000", + "2008-01-02T00:00:00.000000", + "2008-01-03T00:00:00.000000", + "2008-01-04T00:00:00.000000", + "2008-01-07T00:00:00.000000", + "2008-01-08T00:00:00.000000", + "2008-01-09T00:00:00.000000", + "2008-01-10T00:00:00.000000", + "2008-01-11T00:00:00.000000", + "2008-01-14T00:00:00.000000", + "2008-01-15T00:00:00.000000", + "2008-01-16T00:00:00.000000", + "2008-01-17T00:00:00.000000", + "2008-01-18T00:00:00.000000", + "2008-01-21T00:00:00.000000", + "2008-01-22T00:00:00.000000", + "2008-01-23T00:00:00.000000", + "2008-01-24T00:00:00.000000", + "2008-01-25T00:00:00.000000", + "2008-01-28T00:00:00.000000", + "2008-01-29T00:00:00.000000", + "2008-01-30T00:00:00.000000", + "2008-01-31T00:00:00.000000", + "2008-02-01T00:00:00.000000", + "2008-02-04T00:00:00.000000", + "2008-02-05T00:00:00.000000", + "2008-02-06T00:00:00.000000", + "2008-02-07T00:00:00.000000", + "2008-02-08T00:00:00.000000", + "2008-02-11T00:00:00.000000", + "2008-02-12T00:00:00.000000", + "2008-02-13T00:00:00.000000", + "2008-02-14T00:00:00.000000", + "2008-02-15T00:00:00.000000", + "2008-02-18T00:00:00.000000", + "2008-02-19T00:00:00.000000", + "2008-02-20T00:00:00.000000", + "2008-02-21T00:00:00.000000", + "2008-02-22T00:00:00.000000", + "2008-02-25T00:00:00.000000", + "2008-02-26T00:00:00.000000", + "2008-02-27T00:00:00.000000", + "2008-02-28T00:00:00.000000", + "2008-02-29T00:00:00.000000", + "2008-03-03T00:00:00.000000", + "2008-03-04T00:00:00.000000", + "2008-03-05T00:00:00.000000", + "2008-03-06T00:00:00.000000", + "2008-03-07T00:00:00.000000", + "2008-03-10T00:00:00.000000", + "2008-03-11T00:00:00.000000", + "2008-03-12T00:00:00.000000", + "2008-03-13T00:00:00.000000", + "2008-03-14T00:00:00.000000", + "2008-03-17T00:00:00.000000", + "2008-03-18T00:00:00.000000", + "2008-03-19T00:00:00.000000", + "2008-03-20T00:00:00.000000", + "2008-03-21T00:00:00.000000", + "2008-03-24T00:00:00.000000", + "2008-03-25T00:00:00.000000", + "2008-03-26T00:00:00.000000", + "2008-03-27T00:00:00.000000", + "2008-03-28T00:00:00.000000", + "2008-03-31T00:00:00.000000", + "2008-04-01T00:00:00.000000", + "2008-04-02T00:00:00.000000", + "2008-04-03T00:00:00.000000", + "2008-04-04T00:00:00.000000", + "2008-04-07T00:00:00.000000", + "2008-04-08T00:00:00.000000", + "2008-04-09T00:00:00.000000", + "2008-04-10T00:00:00.000000", + "2008-04-11T00:00:00.000000", + "2008-04-14T00:00:00.000000", + "2008-04-15T00:00:00.000000", + "2008-04-16T00:00:00.000000", + "2008-04-17T00:00:00.000000", + "2008-04-18T00:00:00.000000", + "2008-04-21T00:00:00.000000", + "2008-04-22T00:00:00.000000", + "2008-04-23T00:00:00.000000", + "2008-04-24T00:00:00.000000", + "2008-04-25T00:00:00.000000", + "2008-04-28T00:00:00.000000", + "2008-04-29T00:00:00.000000", + "2008-04-30T00:00:00.000000", + "2008-05-01T00:00:00.000000", + "2008-05-02T00:00:00.000000", + "2008-05-05T00:00:00.000000", + "2008-05-06T00:00:00.000000", + "2008-05-07T00:00:00.000000", + "2008-05-08T00:00:00.000000", + "2008-05-09T00:00:00.000000", + "2008-05-12T00:00:00.000000", + "2008-05-13T00:00:00.000000", + "2008-05-14T00:00:00.000000", + "2008-05-15T00:00:00.000000", + "2008-05-16T00:00:00.000000", + "2008-05-19T00:00:00.000000", + "2008-05-20T00:00:00.000000", + "2008-05-21T00:00:00.000000", + "2008-05-22T00:00:00.000000", + "2008-05-23T00:00:00.000000", + "2008-05-26T00:00:00.000000", + "2008-05-27T00:00:00.000000", + "2008-05-28T00:00:00.000000", + "2008-05-29T00:00:00.000000", + "2008-05-30T00:00:00.000000", + "2008-06-02T00:00:00.000000", + "2008-06-03T00:00:00.000000", + "2008-06-04T00:00:00.000000", + "2008-06-05T00:00:00.000000", + "2008-06-06T00:00:00.000000", + "2008-06-09T00:00:00.000000", + "2008-06-10T00:00:00.000000", + "2008-06-11T00:00:00.000000", + "2008-06-12T00:00:00.000000", + "2008-06-13T00:00:00.000000", + "2008-06-16T00:00:00.000000", + "2008-06-17T00:00:00.000000", + "2008-06-18T00:00:00.000000", + "2008-06-19T00:00:00.000000", + "2008-06-20T00:00:00.000000", + "2008-06-23T00:00:00.000000", + "2008-06-24T00:00:00.000000", + "2008-06-25T00:00:00.000000", + "2008-06-26T00:00:00.000000", + "2008-06-27T00:00:00.000000", + "2008-06-30T00:00:00.000000", + "2008-07-01T00:00:00.000000", + "2008-07-02T00:00:00.000000", + "2008-07-03T00:00:00.000000", + "2008-07-04T00:00:00.000000", + "2008-07-07T00:00:00.000000", + "2008-07-08T00:00:00.000000", + "2008-07-09T00:00:00.000000", + "2008-07-10T00:00:00.000000", + "2008-07-11T00:00:00.000000", + "2008-07-14T00:00:00.000000", + "2008-07-15T00:00:00.000000", + "2008-07-16T00:00:00.000000", + "2008-07-17T00:00:00.000000", + "2008-07-18T00:00:00.000000", + "2008-07-21T00:00:00.000000", + "2008-07-22T00:00:00.000000", + "2008-07-23T00:00:00.000000", + "2008-07-24T00:00:00.000000", + "2008-07-25T00:00:00.000000", + "2008-07-28T00:00:00.000000", + "2008-07-29T00:00:00.000000", + "2008-07-30T00:00:00.000000", + "2008-07-31T00:00:00.000000", + "2008-08-01T00:00:00.000000", + "2008-08-04T00:00:00.000000", + "2008-08-05T00:00:00.000000", + "2008-08-06T00:00:00.000000", + "2008-08-07T00:00:00.000000", + "2008-08-08T00:00:00.000000", + "2008-08-11T00:00:00.000000", + "2008-08-12T00:00:00.000000", + "2008-08-13T00:00:00.000000", + "2008-08-14T00:00:00.000000", + "2008-08-15T00:00:00.000000", + "2008-08-18T00:00:00.000000", + "2008-08-19T00:00:00.000000", + "2008-08-20T00:00:00.000000", + "2008-08-21T00:00:00.000000", + "2008-08-22T00:00:00.000000", + "2008-08-25T00:00:00.000000", + "2008-08-26T00:00:00.000000", + "2008-08-27T00:00:00.000000", + "2008-08-28T00:00:00.000000", + "2008-08-29T00:00:00.000000", + "2008-09-01T00:00:00.000000", + "2008-09-02T00:00:00.000000", + "2008-09-03T00:00:00.000000", + "2008-09-04T00:00:00.000000", + "2008-09-05T00:00:00.000000", + "2008-09-08T00:00:00.000000", + "2008-09-09T00:00:00.000000", + "2008-09-10T00:00:00.000000", + "2008-09-11T00:00:00.000000", + "2008-09-12T00:00:00.000000", + "2008-09-15T00:00:00.000000", + "2008-09-16T00:00:00.000000", + "2008-09-17T00:00:00.000000", + "2008-09-18T00:00:00.000000", + "2008-09-19T00:00:00.000000", + "2008-09-22T00:00:00.000000", + "2008-09-23T00:00:00.000000", + "2008-09-24T00:00:00.000000", + "2008-09-25T00:00:00.000000", + "2008-09-26T00:00:00.000000", + "2008-09-29T00:00:00.000000", + "2008-09-30T00:00:00.000000", + "2008-10-01T00:00:00.000000", + "2008-10-02T00:00:00.000000", + "2008-10-03T00:00:00.000000", + "2008-10-06T00:00:00.000000", + "2008-10-07T00:00:00.000000", + "2008-10-08T00:00:00.000000", + "2008-10-09T00:00:00.000000", + "2008-10-10T00:00:00.000000", + "2008-10-13T00:00:00.000000", + "2008-10-14T00:00:00.000000", + "2008-10-15T00:00:00.000000", + "2008-10-16T00:00:00.000000", + "2008-10-17T00:00:00.000000", + "2008-10-20T00:00:00.000000", + "2008-10-21T00:00:00.000000", + "2008-10-22T00:00:00.000000", + "2008-10-23T00:00:00.000000", + "2008-10-24T00:00:00.000000", + "2008-10-27T00:00:00.000000", + "2008-10-28T00:00:00.000000", + "2008-10-29T00:00:00.000000", + "2008-10-30T00:00:00.000000", + "2008-10-31T00:00:00.000000", + "2008-11-03T00:00:00.000000", + "2008-11-04T00:00:00.000000", + "2008-11-05T00:00:00.000000", + "2008-11-06T00:00:00.000000", + "2008-11-07T00:00:00.000000", + "2008-11-10T00:00:00.000000", + "2008-11-11T00:00:00.000000", + "2008-11-12T00:00:00.000000", + "2008-11-13T00:00:00.000000", + "2008-11-14T00:00:00.000000", + "2008-11-17T00:00:00.000000", + "2008-11-18T00:00:00.000000", + "2008-11-19T00:00:00.000000", + "2008-11-20T00:00:00.000000", + "2008-11-21T00:00:00.000000", + "2008-11-24T00:00:00.000000", + "2008-11-25T00:00:00.000000", + "2008-11-26T00:00:00.000000", + "2008-11-27T00:00:00.000000", + "2008-11-28T00:00:00.000000", + "2008-12-01T00:00:00.000000", + "2008-12-02T00:00:00.000000", + "2008-12-03T00:00:00.000000", + "2008-12-04T00:00:00.000000", + "2008-12-05T00:00:00.000000", + "2008-12-08T00:00:00.000000", + "2008-12-09T00:00:00.000000", + "2008-12-10T00:00:00.000000", + "2008-12-11T00:00:00.000000", + "2008-12-12T00:00:00.000000", + "2008-12-15T00:00:00.000000", + "2008-12-16T00:00:00.000000", + "2008-12-17T00:00:00.000000", + "2008-12-18T00:00:00.000000", + "2008-12-19T00:00:00.000000", + "2008-12-22T00:00:00.000000", + "2008-12-23T00:00:00.000000", + "2008-12-24T00:00:00.000000", + "2008-12-25T00:00:00.000000", + "2008-12-26T00:00:00.000000", + "2008-12-29T00:00:00.000000", + "2008-12-30T00:00:00.000000", + "2008-12-31T00:00:00.000000", + "2009-01-01T00:00:00.000000", + "2009-01-02T00:00:00.000000", + "2009-01-05T00:00:00.000000", + "2009-01-06T00:00:00.000000", + "2009-01-07T00:00:00.000000", + "2009-01-08T00:00:00.000000", + "2009-01-09T00:00:00.000000", + "2009-01-12T00:00:00.000000", + "2009-01-13T00:00:00.000000", + "2009-01-14T00:00:00.000000", + "2009-01-15T00:00:00.000000", + "2009-01-16T00:00:00.000000", + "2009-01-19T00:00:00.000000", + "2009-01-20T00:00:00.000000", + "2009-01-21T00:00:00.000000", + "2009-01-22T00:00:00.000000", + "2009-01-23T00:00:00.000000", + "2009-01-26T00:00:00.000000", + "2009-01-27T00:00:00.000000", + "2009-01-28T00:00:00.000000", + "2009-01-29T00:00:00.000000", + "2009-01-30T00:00:00.000000", + "2009-02-02T00:00:00.000000", + "2009-02-03T00:00:00.000000", + "2009-02-04T00:00:00.000000", + "2009-02-05T00:00:00.000000", + "2009-02-06T00:00:00.000000", + "2009-02-09T00:00:00.000000", + "2009-02-10T00:00:00.000000", + "2009-02-11T00:00:00.000000", + "2009-02-12T00:00:00.000000", + "2009-02-13T00:00:00.000000", + "2009-02-16T00:00:00.000000", + "2009-02-17T00:00:00.000000", + "2009-02-18T00:00:00.000000", + "2009-02-19T00:00:00.000000", + "2009-02-20T00:00:00.000000", + "2009-02-23T00:00:00.000000", + "2009-02-24T00:00:00.000000", + "2009-02-25T00:00:00.000000", + "2009-02-26T00:00:00.000000", + "2009-02-27T00:00:00.000000", + "2009-03-02T00:00:00.000000", + "2009-03-03T00:00:00.000000", + "2009-03-04T00:00:00.000000", + "2009-03-05T00:00:00.000000", + "2009-03-06T00:00:00.000000", + "2009-03-09T00:00:00.000000", + "2009-03-10T00:00:00.000000", + "2009-03-11T00:00:00.000000", + "2009-03-12T00:00:00.000000", + "2009-03-13T00:00:00.000000", + "2009-03-16T00:00:00.000000", + "2009-03-17T00:00:00.000000", + "2009-03-18T00:00:00.000000", + "2009-03-19T00:00:00.000000", + "2009-03-20T00:00:00.000000", + "2009-03-23T00:00:00.000000", + "2009-03-24T00:00:00.000000", + "2009-03-25T00:00:00.000000", + "2009-03-26T00:00:00.000000", + "2009-03-27T00:00:00.000000", + "2009-03-30T00:00:00.000000", + "2009-03-31T00:00:00.000000", + "2009-04-01T00:00:00.000000", + "2009-04-02T00:00:00.000000", + "2009-04-03T00:00:00.000000", + "2009-04-06T00:00:00.000000", + "2009-04-07T00:00:00.000000", + "2009-04-08T00:00:00.000000", + "2009-04-09T00:00:00.000000", + "2009-04-10T00:00:00.000000", + "2009-04-13T00:00:00.000000", + "2009-04-14T00:00:00.000000", + "2009-04-15T00:00:00.000000", + "2009-04-16T00:00:00.000000", + "2009-04-17T00:00:00.000000", + "2009-04-20T00:00:00.000000", + "2009-04-21T00:00:00.000000", + "2009-04-22T00:00:00.000000", + "2009-04-23T00:00:00.000000", + "2009-04-24T00:00:00.000000", + "2009-04-27T00:00:00.000000", + "2009-04-28T00:00:00.000000", + "2009-04-29T00:00:00.000000", + "2009-04-30T00:00:00.000000", + "2009-05-01T00:00:00.000000", + "2009-05-04T00:00:00.000000", + "2009-05-05T00:00:00.000000", + "2009-05-06T00:00:00.000000", + "2009-05-07T00:00:00.000000", + "2009-05-08T00:00:00.000000", + "2009-05-11T00:00:00.000000", + "2009-05-12T00:00:00.000000", + "2009-05-13T00:00:00.000000", + "2009-05-14T00:00:00.000000", + "2009-05-15T00:00:00.000000", + "2009-05-18T00:00:00.000000", + "2009-05-19T00:00:00.000000", + "2009-05-20T00:00:00.000000", + "2009-05-21T00:00:00.000000", + "2009-05-22T00:00:00.000000", + "2009-05-25T00:00:00.000000", + "2009-05-26T00:00:00.000000", + "2009-05-27T00:00:00.000000", + "2009-05-28T00:00:00.000000", + "2009-05-29T00:00:00.000000", + "2009-06-01T00:00:00.000000", + "2009-06-02T00:00:00.000000", + "2009-06-03T00:00:00.000000", + "2009-06-04T00:00:00.000000", + "2009-06-05T00:00:00.000000", + "2009-06-08T00:00:00.000000", + "2009-06-09T00:00:00.000000", + "2009-06-10T00:00:00.000000", + "2009-06-11T00:00:00.000000", + "2009-06-12T00:00:00.000000", + "2009-06-15T00:00:00.000000", + "2009-06-16T00:00:00.000000", + "2009-06-17T00:00:00.000000", + "2009-06-18T00:00:00.000000", + "2009-06-19T00:00:00.000000", + "2009-06-22T00:00:00.000000", + "2009-06-23T00:00:00.000000", + "2009-06-24T00:00:00.000000", + "2009-06-25T00:00:00.000000", + "2009-06-26T00:00:00.000000", + "2009-06-29T00:00:00.000000", + "2009-06-30T00:00:00.000000", + "2009-07-01T00:00:00.000000", + "2009-07-02T00:00:00.000000", + "2009-07-03T00:00:00.000000", + "2009-07-06T00:00:00.000000", + "2009-07-07T00:00:00.000000", + "2009-07-08T00:00:00.000000", + "2009-07-09T00:00:00.000000", + "2009-07-10T00:00:00.000000", + "2009-07-13T00:00:00.000000", + "2009-07-14T00:00:00.000000", + "2009-07-15T00:00:00.000000", + "2009-07-16T00:00:00.000000", + "2009-07-17T00:00:00.000000", + "2009-07-20T00:00:00.000000", + "2009-07-21T00:00:00.000000", + "2009-07-22T00:00:00.000000", + "2009-07-23T00:00:00.000000", + "2009-07-24T00:00:00.000000", + "2009-07-27T00:00:00.000000", + "2009-07-28T00:00:00.000000", + "2009-07-29T00:00:00.000000", + "2009-07-30T00:00:00.000000", + "2009-07-31T00:00:00.000000", + "2009-08-03T00:00:00.000000", + "2009-08-04T00:00:00.000000", + "2009-08-05T00:00:00.000000", + "2009-08-06T00:00:00.000000", + "2009-08-07T00:00:00.000000", + "2009-08-10T00:00:00.000000", + "2009-08-11T00:00:00.000000", + "2009-08-12T00:00:00.000000", + "2009-08-13T00:00:00.000000", + "2009-08-14T00:00:00.000000", + "2009-08-17T00:00:00.000000", + "2009-08-18T00:00:00.000000", + "2009-08-19T00:00:00.000000", + "2009-08-20T00:00:00.000000", + "2009-08-21T00:00:00.000000", + "2009-08-24T00:00:00.000000", + "2009-08-25T00:00:00.000000", + "2009-08-26T00:00:00.000000", + "2009-08-27T00:00:00.000000", + "2009-08-28T00:00:00.000000", + "2009-08-31T00:00:00.000000", + "2009-09-01T00:00:00.000000", + "2009-09-02T00:00:00.000000", + "2009-09-03T00:00:00.000000", + "2009-09-04T00:00:00.000000", + "2009-09-07T00:00:00.000000", + "2009-09-08T00:00:00.000000", + "2009-09-09T00:00:00.000000", + "2009-09-10T00:00:00.000000", + "2009-09-11T00:00:00.000000", + "2009-09-14T00:00:00.000000", + "2009-09-15T00:00:00.000000", + "2009-09-16T00:00:00.000000", + "2009-09-17T00:00:00.000000", + "2009-09-18T00:00:00.000000", + "2009-09-21T00:00:00.000000", + "2009-09-22T00:00:00.000000", + "2009-09-23T00:00:00.000000", + "2009-09-24T00:00:00.000000", + "2009-09-25T00:00:00.000000", + "2009-09-28T00:00:00.000000", + "2009-09-29T00:00:00.000000", + "2009-09-30T00:00:00.000000", + "2009-10-01T00:00:00.000000", + "2009-10-02T00:00:00.000000", + "2009-10-05T00:00:00.000000", + "2009-10-06T00:00:00.000000", + "2009-10-07T00:00:00.000000", + "2009-10-08T00:00:00.000000", + "2009-10-09T00:00:00.000000", + "2009-10-12T00:00:00.000000", + "2009-10-13T00:00:00.000000", + "2009-10-14T00:00:00.000000", + "2009-10-15T00:00:00.000000", + "2009-10-16T00:00:00.000000", + "2009-10-19T00:00:00.000000", + "2009-10-20T00:00:00.000000", + "2009-10-21T00:00:00.000000", + "2009-10-22T00:00:00.000000", + "2009-10-23T00:00:00.000000", + "2009-10-26T00:00:00.000000", + "2009-10-27T00:00:00.000000", + "2009-10-28T00:00:00.000000", + "2009-10-29T00:00:00.000000", + "2009-10-30T00:00:00.000000", + "2009-11-02T00:00:00.000000", + "2009-11-03T00:00:00.000000", + "2009-11-04T00:00:00.000000", + "2009-11-05T00:00:00.000000", + "2009-11-06T00:00:00.000000", + "2009-11-09T00:00:00.000000", + "2009-11-10T00:00:00.000000", + "2009-11-11T00:00:00.000000", + "2009-11-12T00:00:00.000000", + "2009-11-13T00:00:00.000000", + "2009-11-16T00:00:00.000000", + "2009-11-17T00:00:00.000000", + "2009-11-18T00:00:00.000000", + "2009-11-19T00:00:00.000000", + "2009-11-20T00:00:00.000000", + "2009-11-23T00:00:00.000000", + "2009-11-24T00:00:00.000000", + "2009-11-25T00:00:00.000000", + "2009-11-26T00:00:00.000000", + "2009-11-27T00:00:00.000000", + "2009-11-30T00:00:00.000000", + "2009-12-01T00:00:00.000000", + "2009-12-02T00:00:00.000000", + "2009-12-03T00:00:00.000000", + "2009-12-04T00:00:00.000000", + "2009-12-07T00:00:00.000000", + "2009-12-08T00:00:00.000000", + "2009-12-09T00:00:00.000000", + "2009-12-10T00:00:00.000000", + "2009-12-11T00:00:00.000000", + "2009-12-14T00:00:00.000000", + "2009-12-15T00:00:00.000000", + "2009-12-16T00:00:00.000000", + "2009-12-17T00:00:00.000000", + "2009-12-18T00:00:00.000000", + "2009-12-21T00:00:00.000000", + "2009-12-22T00:00:00.000000", + "2009-12-23T00:00:00.000000", + "2009-12-24T00:00:00.000000", + "2009-12-25T00:00:00.000000", + "2009-12-28T00:00:00.000000", + "2009-12-29T00:00:00.000000", + "2009-12-30T00:00:00.000000", + "2009-12-31T00:00:00.000000", + "2010-01-01T00:00:00.000000", + "2010-01-04T00:00:00.000000", + "2010-01-05T00:00:00.000000", + "2010-01-06T00:00:00.000000", + "2010-01-07T00:00:00.000000", + "2010-01-08T00:00:00.000000", + "2010-01-11T00:00:00.000000", + "2010-01-12T00:00:00.000000", + "2010-01-13T00:00:00.000000", + "2010-01-14T00:00:00.000000", + "2010-01-15T00:00:00.000000", + "2010-01-18T00:00:00.000000", + "2010-01-19T00:00:00.000000", + "2010-01-20T00:00:00.000000", + "2010-01-21T00:00:00.000000", + "2010-01-22T00:00:00.000000", + "2010-01-25T00:00:00.000000", + "2010-01-26T00:00:00.000000", + "2010-01-27T00:00:00.000000", + "2010-01-28T00:00:00.000000", + "2010-01-29T00:00:00.000000", + "2010-02-01T00:00:00.000000", + "2010-02-02T00:00:00.000000", + "2010-02-03T00:00:00.000000", + "2010-02-04T00:00:00.000000", + "2010-02-05T00:00:00.000000", + "2010-02-08T00:00:00.000000", + "2010-02-09T00:00:00.000000", + "2010-02-10T00:00:00.000000", + "2010-02-11T00:00:00.000000", + "2010-02-12T00:00:00.000000", + "2010-02-15T00:00:00.000000", + "2010-02-16T00:00:00.000000", + "2010-02-17T00:00:00.000000", + "2010-02-18T00:00:00.000000", + "2010-02-19T00:00:00.000000", + "2010-02-22T00:00:00.000000", + "2010-02-23T00:00:00.000000", + "2010-02-24T00:00:00.000000", + "2010-02-25T00:00:00.000000", + "2010-02-26T00:00:00.000000", + "2010-03-01T00:00:00.000000", + "2010-03-02T00:00:00.000000", + "2010-03-03T00:00:00.000000", + "2010-03-04T00:00:00.000000", + "2010-03-05T00:00:00.000000", + "2010-03-08T00:00:00.000000", + "2010-03-09T00:00:00.000000", + "2010-03-10T00:00:00.000000", + "2010-03-11T00:00:00.000000", + "2010-03-12T00:00:00.000000", + "2010-03-15T00:00:00.000000", + "2010-03-16T00:00:00.000000", + "2010-03-17T00:00:00.000000", + "2010-03-18T00:00:00.000000", + "2010-03-19T00:00:00.000000", + "2010-03-22T00:00:00.000000", + "2010-03-23T00:00:00.000000", + "2010-03-24T00:00:00.000000", + "2010-03-25T00:00:00.000000", + "2010-03-26T00:00:00.000000", + "2010-03-29T00:00:00.000000", + "2010-03-30T00:00:00.000000", + "2010-03-31T00:00:00.000000", + "2010-04-01T00:00:00.000000", + "2010-04-02T00:00:00.000000", + "2010-04-05T00:00:00.000000", + "2010-04-06T00:00:00.000000", + "2010-04-07T00:00:00.000000", + "2010-04-08T00:00:00.000000", + "2010-04-09T00:00:00.000000", + "2010-04-12T00:00:00.000000", + "2010-04-13T00:00:00.000000", + "2010-04-14T00:00:00.000000", + "2010-04-15T00:00:00.000000", + "2010-04-16T00:00:00.000000", + "2010-04-19T00:00:00.000000", + "2010-04-20T00:00:00.000000", + "2010-04-21T00:00:00.000000", + "2010-04-22T00:00:00.000000", + "2010-04-23T00:00:00.000000", + "2010-04-26T00:00:00.000000", + "2010-04-27T00:00:00.000000", + "2010-04-28T00:00:00.000000", + "2010-04-29T00:00:00.000000", + "2010-04-30T00:00:00.000000", + "2010-05-03T00:00:00.000000", + "2010-05-04T00:00:00.000000", + "2010-05-05T00:00:00.000000", + "2010-05-06T00:00:00.000000", + "2010-05-07T00:00:00.000000", + "2010-05-10T00:00:00.000000", + "2010-05-11T00:00:00.000000", + "2010-05-12T00:00:00.000000", + "2010-05-13T00:00:00.000000", + "2010-05-14T00:00:00.000000", + "2010-05-17T00:00:00.000000", + "2010-05-18T00:00:00.000000", + "2010-05-19T00:00:00.000000", + "2010-05-20T00:00:00.000000", + "2010-05-21T00:00:00.000000", + "2010-05-24T00:00:00.000000", + "2010-05-25T00:00:00.000000", + "2010-05-26T00:00:00.000000", + "2010-05-27T00:00:00.000000", + "2010-05-28T00:00:00.000000", + "2010-05-31T00:00:00.000000", + "2010-06-01T00:00:00.000000", + "2010-06-02T00:00:00.000000", + "2010-06-03T00:00:00.000000", + "2010-06-04T00:00:00.000000", + "2010-06-07T00:00:00.000000", + "2010-06-08T00:00:00.000000", + "2010-06-09T00:00:00.000000", + "2010-06-10T00:00:00.000000", + "2010-06-11T00:00:00.000000", + "2010-06-14T00:00:00.000000", + "2010-06-15T00:00:00.000000", + "2010-06-16T00:00:00.000000", + "2010-06-17T00:00:00.000000", + "2010-06-18T00:00:00.000000", + "2010-06-21T00:00:00.000000", + "2010-06-22T00:00:00.000000", + "2010-06-23T00:00:00.000000", + "2010-06-24T00:00:00.000000", + "2010-06-25T00:00:00.000000", + "2010-06-28T00:00:00.000000", + "2010-06-29T00:00:00.000000", + "2010-06-30T00:00:00.000000", + "2010-07-01T00:00:00.000000", + "2010-07-02T00:00:00.000000", + "2010-07-05T00:00:00.000000", + "2010-07-06T00:00:00.000000", + "2010-07-07T00:00:00.000000", + "2010-07-08T00:00:00.000000", + "2010-07-09T00:00:00.000000", + "2010-07-12T00:00:00.000000", + "2010-07-13T00:00:00.000000", + "2010-07-14T00:00:00.000000", + "2010-07-15T00:00:00.000000", + "2010-07-16T00:00:00.000000", + "2010-07-19T00:00:00.000000", + "2010-07-20T00:00:00.000000", + "2010-07-21T00:00:00.000000", + "2010-07-22T00:00:00.000000", + "2010-07-23T00:00:00.000000", + "2010-07-26T00:00:00.000000", + "2010-07-27T00:00:00.000000", + "2010-07-28T00:00:00.000000", + "2010-07-29T00:00:00.000000", + "2010-07-30T00:00:00.000000", + "2010-08-02T00:00:00.000000", + "2010-08-03T00:00:00.000000", + "2010-08-04T00:00:00.000000", + "2010-08-05T00:00:00.000000", + "2010-08-06T00:00:00.000000", + "2010-08-09T00:00:00.000000", + "2010-08-10T00:00:00.000000", + "2010-08-11T00:00:00.000000", + "2010-08-12T00:00:00.000000", + "2010-08-13T00:00:00.000000", + "2010-08-16T00:00:00.000000", + "2010-08-17T00:00:00.000000", + "2010-08-18T00:00:00.000000", + "2010-08-19T00:00:00.000000", + "2010-08-20T00:00:00.000000", + "2010-08-23T00:00:00.000000", + "2010-08-24T00:00:00.000000", + "2010-08-25T00:00:00.000000", + "2010-08-26T00:00:00.000000", + "2010-08-27T00:00:00.000000", + "2010-08-30T00:00:00.000000", + "2010-08-31T00:00:00.000000", + "2010-09-01T00:00:00.000000", + "2010-09-02T00:00:00.000000", + "2010-09-03T00:00:00.000000", + "2010-09-06T00:00:00.000000", + "2010-09-07T00:00:00.000000", + "2010-09-08T00:00:00.000000", + "2010-09-09T00:00:00.000000", + "2010-09-10T00:00:00.000000", + "2010-09-13T00:00:00.000000", + "2010-09-14T00:00:00.000000", + "2010-09-15T00:00:00.000000", + "2010-09-16T00:00:00.000000", + "2010-09-17T00:00:00.000000", + "2010-09-20T00:00:00.000000", + "2010-09-21T00:00:00.000000", + "2010-09-22T00:00:00.000000", + "2010-09-23T00:00:00.000000", + "2010-09-24T00:00:00.000000", + "2010-09-27T00:00:00.000000", + "2010-09-28T00:00:00.000000", + "2010-09-29T00:00:00.000000", + "2010-09-30T00:00:00.000000", + "2010-10-01T00:00:00.000000", + "2010-10-04T00:00:00.000000", + "2010-10-05T00:00:00.000000", + "2010-10-06T00:00:00.000000", + "2010-10-07T00:00:00.000000", + "2010-10-08T00:00:00.000000", + "2010-10-11T00:00:00.000000", + "2010-10-12T00:00:00.000000", + "2010-10-13T00:00:00.000000", + "2010-10-14T00:00:00.000000", + "2010-10-15T00:00:00.000000", + "2010-10-18T00:00:00.000000", + "2010-10-19T00:00:00.000000", + "2010-10-20T00:00:00.000000", + "2010-10-21T00:00:00.000000", + "2010-10-22T00:00:00.000000", + "2010-10-25T00:00:00.000000", + "2010-10-26T00:00:00.000000", + "2010-10-27T00:00:00.000000", + "2010-10-28T00:00:00.000000", + "2010-10-29T00:00:00.000000", + "2010-11-01T00:00:00.000000", + "2010-11-02T00:00:00.000000", + "2010-11-03T00:00:00.000000", + "2010-11-04T00:00:00.000000", + "2010-11-05T00:00:00.000000", + "2010-11-08T00:00:00.000000", + "2010-11-09T00:00:00.000000", + "2010-11-10T00:00:00.000000", + "2010-11-11T00:00:00.000000", + "2010-11-12T00:00:00.000000", + "2010-11-15T00:00:00.000000", + "2010-11-16T00:00:00.000000", + "2010-11-17T00:00:00.000000", + "2010-11-18T00:00:00.000000", + "2010-11-19T00:00:00.000000", + "2010-11-22T00:00:00.000000", + "2010-11-23T00:00:00.000000", + "2010-11-24T00:00:00.000000", + "2010-11-25T00:00:00.000000", + "2010-11-26T00:00:00.000000", + "2010-11-29T00:00:00.000000", + "2010-11-30T00:00:00.000000", + "2010-12-01T00:00:00.000000", + "2010-12-02T00:00:00.000000", + "2010-12-03T00:00:00.000000", + "2010-12-06T00:00:00.000000", + "2010-12-07T00:00:00.000000", + "2010-12-08T00:00:00.000000", + "2010-12-09T00:00:00.000000", + "2010-12-10T00:00:00.000000", + "2010-12-13T00:00:00.000000", + "2010-12-14T00:00:00.000000", + "2010-12-15T00:00:00.000000", + "2010-12-16T00:00:00.000000", + "2010-12-17T00:00:00.000000", + "2010-12-20T00:00:00.000000", + "2010-12-21T00:00:00.000000", + "2010-12-22T00:00:00.000000", + "2010-12-23T00:00:00.000000", + "2010-12-24T00:00:00.000000", + "2010-12-27T00:00:00.000000", + "2010-12-28T00:00:00.000000", + "2010-12-29T00:00:00.000000", + "2010-12-30T00:00:00.000000", + "2010-12-31T00:00:00.000000", + "2011-01-03T00:00:00.000000", + "2011-01-04T00:00:00.000000", + "2011-01-05T00:00:00.000000", + "2011-01-06T00:00:00.000000", + "2011-01-07T00:00:00.000000", + "2011-01-10T00:00:00.000000", + "2011-01-11T00:00:00.000000", + "2011-01-12T00:00:00.000000", + "2011-01-13T00:00:00.000000", + "2011-01-14T00:00:00.000000", + "2011-01-17T00:00:00.000000", + "2011-01-18T00:00:00.000000", + "2011-01-19T00:00:00.000000", + "2011-01-20T00:00:00.000000", + "2011-01-21T00:00:00.000000", + "2011-01-24T00:00:00.000000", + "2011-01-25T00:00:00.000000", + "2011-01-26T00:00:00.000000", + "2011-01-27T00:00:00.000000", + "2011-01-28T00:00:00.000000", + "2011-01-31T00:00:00.000000", + "2011-02-01T00:00:00.000000", + "2011-02-02T00:00:00.000000", + "2011-02-03T00:00:00.000000", + "2011-02-04T00:00:00.000000", + "2011-02-07T00:00:00.000000", + "2011-02-08T00:00:00.000000", + "2011-02-09T00:00:00.000000", + "2011-02-10T00:00:00.000000", + "2011-02-11T00:00:00.000000", + "2011-02-14T00:00:00.000000", + "2011-02-15T00:00:00.000000", + "2011-02-16T00:00:00.000000", + "2011-02-17T00:00:00.000000", + "2011-02-18T00:00:00.000000", + "2011-02-21T00:00:00.000000", + "2011-02-22T00:00:00.000000", + "2011-02-23T00:00:00.000000", + "2011-02-24T00:00:00.000000", + "2011-02-25T00:00:00.000000", + "2011-02-28T00:00:00.000000", + "2011-03-01T00:00:00.000000", + "2011-03-02T00:00:00.000000", + "2011-03-03T00:00:00.000000", + "2011-03-04T00:00:00.000000", + "2011-03-07T00:00:00.000000", + "2011-03-08T00:00:00.000000", + "2011-03-09T00:00:00.000000", + "2011-03-10T00:00:00.000000", + "2011-03-11T00:00:00.000000", + "2011-03-14T00:00:00.000000", + "2011-03-15T00:00:00.000000", + "2011-03-16T00:00:00.000000", + "2011-03-17T00:00:00.000000", + "2011-03-18T00:00:00.000000", + "2011-03-21T00:00:00.000000", + "2011-03-22T00:00:00.000000", + "2011-03-23T00:00:00.000000", + "2011-03-24T00:00:00.000000", + "2011-03-25T00:00:00.000000", + "2011-03-28T00:00:00.000000", + "2011-03-29T00:00:00.000000", + "2011-03-30T00:00:00.000000", + "2011-03-31T00:00:00.000000", + "2011-04-01T00:00:00.000000", + "2011-04-04T00:00:00.000000", + "2011-04-05T00:00:00.000000", + "2011-04-06T00:00:00.000000", + "2011-04-07T00:00:00.000000", + "2011-04-08T00:00:00.000000", + "2011-04-11T00:00:00.000000", + "2011-04-12T00:00:00.000000", + "2011-04-13T00:00:00.000000", + "2011-04-14T00:00:00.000000", + "2011-04-15T00:00:00.000000", + "2011-04-18T00:00:00.000000", + "2011-04-19T00:00:00.000000", + "2011-04-20T00:00:00.000000", + "2011-04-21T00:00:00.000000", + "2011-04-22T00:00:00.000000", + "2011-04-25T00:00:00.000000", + "2011-04-26T00:00:00.000000", + "2011-04-27T00:00:00.000000", + "2011-04-28T00:00:00.000000", + "2011-04-29T00:00:00.000000", + "2011-05-02T00:00:00.000000", + "2011-05-03T00:00:00.000000", + "2011-05-04T00:00:00.000000", + "2011-05-05T00:00:00.000000", + "2011-05-06T00:00:00.000000", + "2011-05-09T00:00:00.000000", + "2011-05-10T00:00:00.000000", + "2011-05-11T00:00:00.000000", + "2011-05-12T00:00:00.000000", + "2011-05-13T00:00:00.000000", + "2011-05-16T00:00:00.000000", + "2011-05-17T00:00:00.000000", + "2011-05-18T00:00:00.000000", + "2011-05-19T00:00:00.000000", + "2011-05-20T00:00:00.000000", + "2011-05-23T00:00:00.000000", + "2011-05-24T00:00:00.000000", + "2011-05-25T00:00:00.000000", + "2011-05-26T00:00:00.000000", + "2011-05-27T00:00:00.000000", + "2011-05-30T00:00:00.000000", + "2011-05-31T00:00:00.000000", + "2011-06-01T00:00:00.000000", + "2011-06-02T00:00:00.000000", + "2011-06-03T00:00:00.000000", + "2011-06-06T00:00:00.000000", + "2011-06-07T00:00:00.000000", + "2011-06-08T00:00:00.000000", + "2011-06-09T00:00:00.000000", + "2011-06-10T00:00:00.000000", + "2011-06-13T00:00:00.000000", + "2011-06-14T00:00:00.000000", + "2011-06-15T00:00:00.000000", + "2011-06-16T00:00:00.000000", + "2011-06-17T00:00:00.000000", + "2011-06-20T00:00:00.000000", + "2011-06-21T00:00:00.000000", + "2011-06-22T00:00:00.000000", + "2011-06-23T00:00:00.000000", + "2011-06-24T00:00:00.000000", + "2011-06-27T00:00:00.000000", + "2011-06-28T00:00:00.000000", + "2011-06-29T00:00:00.000000", + "2011-06-30T00:00:00.000000", + "2011-07-01T00:00:00.000000", + "2011-07-04T00:00:00.000000", + "2011-07-05T00:00:00.000000", + "2011-07-06T00:00:00.000000", + "2011-07-07T00:00:00.000000", + "2011-07-08T00:00:00.000000", + "2011-07-11T00:00:00.000000", + "2011-07-12T00:00:00.000000", + "2011-07-13T00:00:00.000000", + "2011-07-14T00:00:00.000000", + "2011-07-15T00:00:00.000000", + "2011-07-18T00:00:00.000000", + "2011-07-19T00:00:00.000000", + "2011-07-20T00:00:00.000000", + "2011-07-21T00:00:00.000000", + "2011-07-22T00:00:00.000000", + "2011-07-25T00:00:00.000000", + "2011-07-26T00:00:00.000000", + "2011-07-27T00:00:00.000000", + "2011-07-28T00:00:00.000000", + "2011-07-29T00:00:00.000000", + "2011-08-01T00:00:00.000000", + "2011-08-02T00:00:00.000000", + "2011-08-03T00:00:00.000000", + "2011-08-04T00:00:00.000000", + "2011-08-05T00:00:00.000000", + "2011-08-08T00:00:00.000000", + "2011-08-09T00:00:00.000000", + "2011-08-10T00:00:00.000000", + "2011-08-11T00:00:00.000000", + "2011-08-12T00:00:00.000000", + "2011-08-15T00:00:00.000000", + "2011-08-16T00:00:00.000000", + "2011-08-17T00:00:00.000000", + "2011-08-18T00:00:00.000000", + "2011-08-19T00:00:00.000000", + "2011-08-22T00:00:00.000000", + "2011-08-23T00:00:00.000000", + "2011-08-24T00:00:00.000000", + "2011-08-25T00:00:00.000000", + "2011-08-26T00:00:00.000000", + "2011-08-29T00:00:00.000000", + "2011-08-30T00:00:00.000000", + "2011-08-31T00:00:00.000000", + "2011-09-01T00:00:00.000000", + "2011-09-02T00:00:00.000000", + "2011-09-05T00:00:00.000000", + "2011-09-06T00:00:00.000000", + "2011-09-07T00:00:00.000000", + "2011-09-08T00:00:00.000000", + "2011-09-09T00:00:00.000000", + "2011-09-12T00:00:00.000000", + "2011-09-13T00:00:00.000000", + "2011-09-14T00:00:00.000000", + "2011-09-15T00:00:00.000000", + "2011-09-16T00:00:00.000000", + "2011-09-19T00:00:00.000000", + "2011-09-20T00:00:00.000000", + "2011-09-21T00:00:00.000000", + "2011-09-22T00:00:00.000000", + "2011-09-23T00:00:00.000000", + "2011-09-26T00:00:00.000000", + "2011-09-27T00:00:00.000000", + "2011-09-28T00:00:00.000000", + "2011-09-29T00:00:00.000000", + "2011-09-30T00:00:00.000000", + "2011-10-03T00:00:00.000000", + "2011-10-04T00:00:00.000000", + "2011-10-05T00:00:00.000000", + "2011-10-06T00:00:00.000000", + "2011-10-07T00:00:00.000000", + "2011-10-10T00:00:00.000000", + "2011-10-11T00:00:00.000000", + "2011-10-12T00:00:00.000000", + "2011-10-13T00:00:00.000000", + "2011-10-14T00:00:00.000000", + "2011-10-17T00:00:00.000000", + "2011-10-18T00:00:00.000000", + "2011-10-19T00:00:00.000000", + "2011-10-20T00:00:00.000000", + "2011-10-21T00:00:00.000000", + "2011-10-24T00:00:00.000000", + "2011-10-25T00:00:00.000000", + "2011-10-26T00:00:00.000000", + "2011-10-27T00:00:00.000000", + "2011-10-28T00:00:00.000000", + "2011-10-31T00:00:00.000000", + "2011-11-01T00:00:00.000000", + "2011-11-02T00:00:00.000000", + "2011-11-03T00:00:00.000000", + "2011-11-04T00:00:00.000000", + "2011-11-07T00:00:00.000000", + "2011-11-08T00:00:00.000000", + "2011-11-09T00:00:00.000000", + "2011-11-10T00:00:00.000000", + "2011-11-11T00:00:00.000000", + "2011-11-14T00:00:00.000000", + "2011-11-15T00:00:00.000000", + "2011-11-16T00:00:00.000000", + "2011-11-17T00:00:00.000000", + "2011-11-18T00:00:00.000000", + "2011-11-21T00:00:00.000000", + "2011-11-22T00:00:00.000000", + "2011-11-23T00:00:00.000000", + "2011-11-24T00:00:00.000000", + "2011-11-25T00:00:00.000000", + "2011-11-28T00:00:00.000000", + "2011-11-29T00:00:00.000000", + "2011-11-30T00:00:00.000000", + "2011-12-01T00:00:00.000000", + "2011-12-02T00:00:00.000000", + "2011-12-05T00:00:00.000000", + "2011-12-06T00:00:00.000000", + "2011-12-07T00:00:00.000000", + "2011-12-08T00:00:00.000000", + "2011-12-09T00:00:00.000000", + "2011-12-12T00:00:00.000000", + "2011-12-13T00:00:00.000000", + "2011-12-14T00:00:00.000000", + "2011-12-15T00:00:00.000000", + "2011-12-16T00:00:00.000000", + "2011-12-19T00:00:00.000000", + "2011-12-20T00:00:00.000000", + "2011-12-21T00:00:00.000000", + "2011-12-22T00:00:00.000000", + "2011-12-23T00:00:00.000000", + "2011-12-26T00:00:00.000000", + "2011-12-27T00:00:00.000000", + "2011-12-28T00:00:00.000000", + "2011-12-29T00:00:00.000000", + "2011-12-30T00:00:00.000000", + "2012-01-02T00:00:00.000000", + "2012-01-03T00:00:00.000000", + "2012-01-04T00:00:00.000000", + "2012-01-05T00:00:00.000000", + "2012-01-06T00:00:00.000000", + "2012-01-09T00:00:00.000000", + "2012-01-10T00:00:00.000000", + "2012-01-11T00:00:00.000000", + "2012-01-12T00:00:00.000000", + "2012-01-13T00:00:00.000000", + "2012-01-16T00:00:00.000000", + "2012-01-17T00:00:00.000000", + "2012-01-18T00:00:00.000000", + "2012-01-19T00:00:00.000000", + "2012-01-20T00:00:00.000000", + "2012-01-23T00:00:00.000000", + "2012-01-24T00:00:00.000000", + "2012-01-25T00:00:00.000000", + "2012-01-26T00:00:00.000000", + "2012-01-27T00:00:00.000000", + "2012-01-30T00:00:00.000000", + "2012-01-31T00:00:00.000000", + "2012-02-01T00:00:00.000000", + "2012-02-02T00:00:00.000000", + "2012-02-03T00:00:00.000000", + "2012-02-06T00:00:00.000000", + "2012-02-07T00:00:00.000000", + "2012-02-08T00:00:00.000000", + "2012-02-09T00:00:00.000000", + "2012-02-10T00:00:00.000000", + "2012-02-13T00:00:00.000000", + "2012-02-14T00:00:00.000000", + "2012-02-15T00:00:00.000000", + "2012-02-16T00:00:00.000000", + "2012-02-17T00:00:00.000000", + "2012-02-20T00:00:00.000000", + "2012-02-21T00:00:00.000000", + "2012-02-22T00:00:00.000000", + "2012-02-23T00:00:00.000000", + "2012-02-24T00:00:00.000000", + "2012-02-27T00:00:00.000000", + "2012-02-28T00:00:00.000000", + "2012-02-29T00:00:00.000000", + "2012-03-01T00:00:00.000000", + "2012-03-02T00:00:00.000000", + "2012-03-05T00:00:00.000000", + "2012-03-06T00:00:00.000000", + "2012-03-07T00:00:00.000000", + "2012-03-08T00:00:00.000000", + "2012-03-09T00:00:00.000000", + "2012-03-12T00:00:00.000000", + "2012-03-13T00:00:00.000000", + "2012-03-14T00:00:00.000000", + "2012-03-15T00:00:00.000000", + "2012-03-16T00:00:00.000000", + "2012-03-19T00:00:00.000000", + "2012-03-20T00:00:00.000000", + "2012-03-21T00:00:00.000000", + "2012-03-22T00:00:00.000000", + "2012-03-23T00:00:00.000000", + "2012-03-26T00:00:00.000000", + "2012-03-27T00:00:00.000000", + "2012-03-28T00:00:00.000000", + "2012-03-29T00:00:00.000000", + "2012-03-30T00:00:00.000000", + "2012-04-02T00:00:00.000000", + "2012-04-03T00:00:00.000000", + "2012-04-04T00:00:00.000000", + "2012-04-05T00:00:00.000000", + "2012-04-06T00:00:00.000000", + "2012-04-09T00:00:00.000000", + "2012-04-10T00:00:00.000000", + "2012-04-11T00:00:00.000000", + "2012-04-12T00:00:00.000000", + "2012-04-13T00:00:00.000000", + "2012-04-16T00:00:00.000000", + "2012-04-17T00:00:00.000000", + "2012-04-18T00:00:00.000000", + "2012-04-19T00:00:00.000000", + "2012-04-20T00:00:00.000000", + "2012-04-23T00:00:00.000000", + "2012-04-24T00:00:00.000000", + "2012-04-25T00:00:00.000000", + "2012-04-26T00:00:00.000000", + "2012-04-27T00:00:00.000000", + "2012-04-30T00:00:00.000000", + "2012-05-01T00:00:00.000000", + "2012-05-02T00:00:00.000000", + "2012-05-03T00:00:00.000000", + "2012-05-04T00:00:00.000000", + "2012-05-07T00:00:00.000000", + "2012-05-08T00:00:00.000000", + "2012-05-09T00:00:00.000000", + "2012-05-10T00:00:00.000000", + "2012-05-11T00:00:00.000000", + "2012-05-14T00:00:00.000000", + "2012-05-15T00:00:00.000000", + "2012-05-16T00:00:00.000000", + "2012-05-17T00:00:00.000000", + "2012-05-18T00:00:00.000000", + "2012-05-21T00:00:00.000000", + "2012-05-22T00:00:00.000000", + "2012-05-23T00:00:00.000000", + "2012-05-24T00:00:00.000000", + "2012-05-25T00:00:00.000000", + "2012-05-28T00:00:00.000000", + "2012-05-29T00:00:00.000000", + "2012-05-30T00:00:00.000000", + "2012-05-31T00:00:00.000000", + "2012-06-01T00:00:00.000000", + "2012-06-04T00:00:00.000000", + "2012-06-05T00:00:00.000000", + "2012-06-06T00:00:00.000000", + "2012-06-07T00:00:00.000000", + "2012-06-08T00:00:00.000000", + "2012-06-11T00:00:00.000000", + "2012-06-12T00:00:00.000000", + "2012-06-13T00:00:00.000000", + "2012-06-14T00:00:00.000000", + "2012-06-15T00:00:00.000000", + "2012-06-18T00:00:00.000000", + "2012-06-19T00:00:00.000000", + "2012-06-20T00:00:00.000000", + "2012-06-21T00:00:00.000000", + "2012-06-22T00:00:00.000000", + "2012-06-25T00:00:00.000000", + "2012-06-26T00:00:00.000000", + "2012-06-27T00:00:00.000000", + "2012-06-28T00:00:00.000000", + "2012-06-29T00:00:00.000000", + "2012-07-02T00:00:00.000000", + "2012-07-03T00:00:00.000000", + "2012-07-04T00:00:00.000000", + "2012-07-05T00:00:00.000000", + "2012-07-06T00:00:00.000000", + "2012-07-09T00:00:00.000000", + "2012-07-10T00:00:00.000000", + "2012-07-11T00:00:00.000000", + "2012-07-12T00:00:00.000000", + "2012-07-13T00:00:00.000000", + "2012-07-16T00:00:00.000000", + "2012-07-17T00:00:00.000000", + "2012-07-18T00:00:00.000000", + "2012-07-19T00:00:00.000000", + "2012-07-20T00:00:00.000000", + "2012-07-23T00:00:00.000000", + "2012-07-24T00:00:00.000000", + "2012-07-25T00:00:00.000000", + "2012-07-26T00:00:00.000000", + "2012-07-27T00:00:00.000000", + "2012-07-30T00:00:00.000000", + "2012-07-31T00:00:00.000000", + "2012-08-01T00:00:00.000000", + "2012-08-02T00:00:00.000000", + "2012-08-03T00:00:00.000000", + "2012-08-06T00:00:00.000000", + "2012-08-07T00:00:00.000000", + "2012-08-08T00:00:00.000000", + "2012-08-09T00:00:00.000000", + "2012-08-10T00:00:00.000000", + "2012-08-13T00:00:00.000000", + "2012-08-14T00:00:00.000000", + "2012-08-15T00:00:00.000000", + "2012-08-16T00:00:00.000000", + "2012-08-17T00:00:00.000000", + "2012-08-20T00:00:00.000000", + "2012-08-21T00:00:00.000000", + "2012-08-22T00:00:00.000000", + "2012-08-23T00:00:00.000000", + "2012-08-24T00:00:00.000000", + "2012-08-27T00:00:00.000000", + "2012-08-28T00:00:00.000000", + "2012-08-29T00:00:00.000000", + "2012-08-30T00:00:00.000000", + "2012-08-31T00:00:00.000000", + "2012-09-03T00:00:00.000000", + "2012-09-04T00:00:00.000000", + "2012-09-05T00:00:00.000000", + "2012-09-06T00:00:00.000000", + "2012-09-07T00:00:00.000000", + "2012-09-10T00:00:00.000000", + "2012-09-11T00:00:00.000000", + "2012-09-12T00:00:00.000000", + "2012-09-13T00:00:00.000000", + "2012-09-14T00:00:00.000000", + "2012-09-17T00:00:00.000000", + "2012-09-18T00:00:00.000000", + "2012-09-19T00:00:00.000000", + "2012-09-20T00:00:00.000000", + "2012-09-21T00:00:00.000000", + "2012-09-24T00:00:00.000000", + "2012-09-25T00:00:00.000000", + "2012-09-26T00:00:00.000000", + "2012-09-27T00:00:00.000000", + "2012-09-28T00:00:00.000000", + "2012-10-01T00:00:00.000000", + "2012-10-02T00:00:00.000000", + "2012-10-03T00:00:00.000000", + "2012-10-04T00:00:00.000000", + "2012-10-05T00:00:00.000000", + "2012-10-08T00:00:00.000000", + "2012-10-09T00:00:00.000000", + "2012-10-10T00:00:00.000000", + "2012-10-11T00:00:00.000000", + "2012-10-12T00:00:00.000000", + "2012-10-15T00:00:00.000000", + "2012-10-16T00:00:00.000000", + "2012-10-17T00:00:00.000000", + "2012-10-18T00:00:00.000000", + "2012-10-19T00:00:00.000000", + "2012-10-22T00:00:00.000000", + "2012-10-23T00:00:00.000000", + "2012-10-24T00:00:00.000000", + "2012-10-25T00:00:00.000000", + "2012-10-26T00:00:00.000000", + "2012-10-29T00:00:00.000000", + "2012-10-30T00:00:00.000000", + "2012-10-31T00:00:00.000000", + "2012-11-01T00:00:00.000000", + "2012-11-02T00:00:00.000000", + "2012-11-05T00:00:00.000000", + "2012-11-06T00:00:00.000000", + "2012-11-07T00:00:00.000000", + "2012-11-08T00:00:00.000000", + "2012-11-09T00:00:00.000000", + "2012-11-12T00:00:00.000000", + "2012-11-13T00:00:00.000000", + "2012-11-14T00:00:00.000000", + "2012-11-15T00:00:00.000000", + "2012-11-16T00:00:00.000000", + "2012-11-19T00:00:00.000000", + "2012-11-20T00:00:00.000000", + "2012-11-21T00:00:00.000000", + "2012-11-22T00:00:00.000000", + "2012-11-23T00:00:00.000000", + "2012-11-26T00:00:00.000000", + "2012-11-27T00:00:00.000000", + "2012-11-28T00:00:00.000000", + "2012-11-29T00:00:00.000000", + "2012-11-30T00:00:00.000000", + "2012-12-03T00:00:00.000000", + "2012-12-04T00:00:00.000000", + "2012-12-05T00:00:00.000000", + "2012-12-06T00:00:00.000000", + "2012-12-07T00:00:00.000000", + "2012-12-10T00:00:00.000000", + "2012-12-11T00:00:00.000000", + "2012-12-12T00:00:00.000000", + "2012-12-13T00:00:00.000000", + "2012-12-14T00:00:00.000000", + "2012-12-17T00:00:00.000000", + "2012-12-18T00:00:00.000000", + "2012-12-19T00:00:00.000000", + "2012-12-20T00:00:00.000000", + "2012-12-21T00:00:00.000000", + "2012-12-24T00:00:00.000000", + "2012-12-25T00:00:00.000000", + "2012-12-26T00:00:00.000000", + "2012-12-27T00:00:00.000000", + "2012-12-28T00:00:00.000000", + "2012-12-31T00:00:00.000000", + "2013-01-01T00:00:00.000000", + "2013-01-02T00:00:00.000000", + "2013-01-03T00:00:00.000000", + "2013-01-04T00:00:00.000000", + "2013-01-07T00:00:00.000000", + "2013-01-08T00:00:00.000000", + "2013-01-09T00:00:00.000000", + "2013-01-10T00:00:00.000000", + "2013-01-11T00:00:00.000000", + "2013-01-14T00:00:00.000000", + "2013-01-15T00:00:00.000000", + "2013-01-16T00:00:00.000000", + "2013-01-17T00:00:00.000000", + "2013-01-18T00:00:00.000000", + "2013-01-21T00:00:00.000000", + "2013-01-22T00:00:00.000000", + "2013-01-23T00:00:00.000000", + "2013-01-24T00:00:00.000000", + "2013-01-25T00:00:00.000000", + "2013-01-28T00:00:00.000000", + "2013-01-29T00:00:00.000000", + "2013-01-30T00:00:00.000000", + "2013-01-31T00:00:00.000000", + "2013-02-01T00:00:00.000000", + "2013-02-04T00:00:00.000000", + "2013-02-05T00:00:00.000000", + "2013-02-06T00:00:00.000000", + "2013-02-07T00:00:00.000000", + "2013-02-08T00:00:00.000000", + "2013-02-11T00:00:00.000000", + "2013-02-12T00:00:00.000000", + "2013-02-13T00:00:00.000000", + "2013-02-14T00:00:00.000000", + "2013-02-15T00:00:00.000000", + "2013-02-18T00:00:00.000000", + "2013-02-19T00:00:00.000000", + "2013-02-20T00:00:00.000000", + "2013-02-21T00:00:00.000000", + "2013-02-22T00:00:00.000000", + "2013-02-25T00:00:00.000000", + "2013-02-26T00:00:00.000000", + "2013-02-27T00:00:00.000000", + "2013-02-28T00:00:00.000000", + "2013-03-01T00:00:00.000000", + "2013-03-04T00:00:00.000000", + "2013-03-05T00:00:00.000000", + "2013-03-06T00:00:00.000000", + "2013-03-07T00:00:00.000000", + "2013-03-08T00:00:00.000000", + "2013-03-11T00:00:00.000000", + "2013-03-12T00:00:00.000000", + "2013-03-13T00:00:00.000000", + "2013-03-14T00:00:00.000000", + "2013-03-15T00:00:00.000000", + "2013-03-18T00:00:00.000000", + "2013-03-19T00:00:00.000000", + "2013-03-20T00:00:00.000000", + "2013-03-21T00:00:00.000000", + "2013-03-22T00:00:00.000000", + "2013-03-25T00:00:00.000000", + "2013-03-26T00:00:00.000000", + "2013-03-27T00:00:00.000000", + "2013-03-28T00:00:00.000000", + "2013-03-29T00:00:00.000000", + "2013-04-01T00:00:00.000000", + "2013-04-02T00:00:00.000000", + "2013-04-03T00:00:00.000000", + "2013-04-04T00:00:00.000000", + "2013-04-05T00:00:00.000000", + "2013-04-08T00:00:00.000000", + "2013-04-09T00:00:00.000000", + "2013-04-10T00:00:00.000000", + "2013-04-11T00:00:00.000000", + "2013-04-12T00:00:00.000000", + "2013-04-15T00:00:00.000000", + "2013-04-16T00:00:00.000000", + "2013-04-17T00:00:00.000000", + "2013-04-18T00:00:00.000000", + "2013-04-19T00:00:00.000000", + "2013-04-22T00:00:00.000000", + "2013-04-23T00:00:00.000000", + "2013-04-24T00:00:00.000000", + "2013-04-25T00:00:00.000000", + "2013-04-26T00:00:00.000000", + "2013-04-29T00:00:00.000000", + "2013-04-30T00:00:00.000000", + "2013-05-01T00:00:00.000000", + "2013-05-02T00:00:00.000000", + "2013-05-03T00:00:00.000000", + "2013-05-06T00:00:00.000000", + "2013-05-07T00:00:00.000000", + "2013-05-08T00:00:00.000000", + "2013-05-09T00:00:00.000000", + "2013-05-10T00:00:00.000000", + "2013-05-13T00:00:00.000000", + "2013-05-14T00:00:00.000000", + "2013-05-15T00:00:00.000000", + "2013-05-16T00:00:00.000000", + "2013-05-17T00:00:00.000000", + "2013-05-20T00:00:00.000000", + "2013-05-21T00:00:00.000000", + "2013-05-22T00:00:00.000000", + "2013-05-23T00:00:00.000000", + "2013-05-24T00:00:00.000000", + "2013-05-27T00:00:00.000000", + "2013-05-28T00:00:00.000000", + "2013-05-29T00:00:00.000000", + "2013-05-30T00:00:00.000000", + "2013-05-31T00:00:00.000000", + "2013-06-03T00:00:00.000000", + "2013-06-04T00:00:00.000000", + "2013-06-05T00:00:00.000000", + "2013-06-06T00:00:00.000000", + "2013-06-07T00:00:00.000000", + "2013-06-10T00:00:00.000000", + "2013-06-11T00:00:00.000000", + "2013-06-12T00:00:00.000000", + "2013-06-13T00:00:00.000000", + "2013-06-14T00:00:00.000000", + "2013-06-17T00:00:00.000000", + "2013-06-18T00:00:00.000000", + "2013-06-19T00:00:00.000000", + "2013-06-20T00:00:00.000000", + "2013-06-21T00:00:00.000000", + "2013-06-24T00:00:00.000000", + "2013-06-25T00:00:00.000000", + "2013-06-26T00:00:00.000000", + "2013-06-27T00:00:00.000000", + "2013-06-28T00:00:00.000000", + "2013-07-01T00:00:00.000000", + "2013-07-02T00:00:00.000000", + "2013-07-03T00:00:00.000000", + "2013-07-04T00:00:00.000000", + "2013-07-05T00:00:00.000000", + "2013-07-08T00:00:00.000000", + "2013-07-09T00:00:00.000000", + "2013-07-10T00:00:00.000000", + "2013-07-11T00:00:00.000000", + "2013-07-12T00:00:00.000000", + "2013-07-15T00:00:00.000000", + "2013-07-16T00:00:00.000000", + "2013-07-17T00:00:00.000000", + "2013-07-18T00:00:00.000000", + "2013-07-19T00:00:00.000000", + "2013-07-22T00:00:00.000000", + "2013-07-23T00:00:00.000000", + "2013-07-24T00:00:00.000000", + "2013-07-25T00:00:00.000000", + "2013-07-26T00:00:00.000000", + "2013-07-29T00:00:00.000000", + "2013-07-30T00:00:00.000000", + "2013-07-31T00:00:00.000000", + "2013-08-01T00:00:00.000000", + "2013-08-02T00:00:00.000000", + "2013-08-05T00:00:00.000000", + "2013-08-06T00:00:00.000000", + "2013-08-07T00:00:00.000000", + "2013-08-08T00:00:00.000000", + "2013-08-09T00:00:00.000000", + "2013-08-12T00:00:00.000000", + "2013-08-13T00:00:00.000000", + "2013-08-14T00:00:00.000000", + "2013-08-15T00:00:00.000000", + "2013-08-16T00:00:00.000000", + "2013-08-19T00:00:00.000000", + "2013-08-20T00:00:00.000000", + "2013-08-21T00:00:00.000000", + "2013-08-22T00:00:00.000000", + "2013-08-23T00:00:00.000000", + "2013-08-26T00:00:00.000000", + "2013-08-27T00:00:00.000000", + "2013-08-28T00:00:00.000000", + "2013-08-29T00:00:00.000000", + "2013-08-30T00:00:00.000000", + "2013-09-02T00:00:00.000000", + "2013-09-03T00:00:00.000000", + "2013-09-04T00:00:00.000000", + "2013-09-05T00:00:00.000000", + "2013-09-06T00:00:00.000000", + "2013-09-09T00:00:00.000000", + "2013-09-10T00:00:00.000000", + "2013-09-11T00:00:00.000000", + "2013-09-12T00:00:00.000000", + "2013-09-13T00:00:00.000000", + "2013-09-16T00:00:00.000000", + "2013-09-17T00:00:00.000000", + "2013-09-18T00:00:00.000000", + "2013-09-19T00:00:00.000000", + "2013-09-20T00:00:00.000000", + "2013-09-23T00:00:00.000000", + "2013-09-24T00:00:00.000000", + "2013-09-25T00:00:00.000000", + "2013-09-26T00:00:00.000000", + "2013-09-27T00:00:00.000000", + "2013-09-30T00:00:00.000000", + "2013-10-01T00:00:00.000000", + "2013-10-02T00:00:00.000000", + "2013-10-03T00:00:00.000000", + "2013-10-04T00:00:00.000000", + "2013-10-07T00:00:00.000000", + "2013-10-08T00:00:00.000000", + "2013-10-09T00:00:00.000000", + "2013-10-10T00:00:00.000000", + "2013-10-11T00:00:00.000000", + "2013-10-14T00:00:00.000000", + "2013-10-15T00:00:00.000000", + "2013-10-16T00:00:00.000000", + "2013-10-17T00:00:00.000000", + "2013-10-18T00:00:00.000000", + "2013-10-21T00:00:00.000000", + "2013-10-22T00:00:00.000000", + "2013-10-23T00:00:00.000000", + "2013-10-24T00:00:00.000000", + "2013-10-25T00:00:00.000000", + "2013-10-28T00:00:00.000000", + "2013-10-29T00:00:00.000000", + "2013-10-30T00:00:00.000000", + "2013-10-31T00:00:00.000000", + "2013-11-01T00:00:00.000000", + "2013-11-04T00:00:00.000000", + "2013-11-05T00:00:00.000000", + "2013-11-06T00:00:00.000000", + "2013-11-07T00:00:00.000000", + "2013-11-08T00:00:00.000000", + "2013-11-11T00:00:00.000000", + "2013-11-12T00:00:00.000000", + "2013-11-13T00:00:00.000000", + "2013-11-14T00:00:00.000000", + "2013-11-15T00:00:00.000000", + "2013-11-18T00:00:00.000000", + "2013-11-19T00:00:00.000000", + "2013-11-20T00:00:00.000000", + "2013-11-21T00:00:00.000000", + "2013-11-22T00:00:00.000000", + "2013-11-25T00:00:00.000000", + "2013-11-26T00:00:00.000000", + "2013-11-27T00:00:00.000000", + "2013-11-28T00:00:00.000000", + "2013-11-29T00:00:00.000000", + "2013-12-02T00:00:00.000000", + "2013-12-03T00:00:00.000000", + "2013-12-04T00:00:00.000000", + "2013-12-05T00:00:00.000000", + "2013-12-06T00:00:00.000000", + "2013-12-09T00:00:00.000000", + "2013-12-10T00:00:00.000000", + "2013-12-11T00:00:00.000000", + "2013-12-12T00:00:00.000000", + "2013-12-13T00:00:00.000000", + "2013-12-16T00:00:00.000000", + "2013-12-17T00:00:00.000000", + "2013-12-18T00:00:00.000000", + "2013-12-19T00:00:00.000000", + "2013-12-20T00:00:00.000000", + "2013-12-23T00:00:00.000000", + "2013-12-24T00:00:00.000000", + "2013-12-25T00:00:00.000000", + "2013-12-26T00:00:00.000000", + "2013-12-27T00:00:00.000000", + "2013-12-30T00:00:00.000000", + "2013-12-31T00:00:00.000000", + "2014-01-01T00:00:00.000000", + "2014-01-02T00:00:00.000000", + "2014-01-03T00:00:00.000000", + "2014-01-06T00:00:00.000000", + "2014-01-07T00:00:00.000000", + "2014-01-08T00:00:00.000000", + "2014-01-09T00:00:00.000000", + "2014-01-10T00:00:00.000000", + "2014-01-13T00:00:00.000000", + "2014-01-14T00:00:00.000000", + "2014-01-15T00:00:00.000000", + "2014-01-16T00:00:00.000000", + "2014-01-17T00:00:00.000000", + "2014-01-20T00:00:00.000000", + "2014-01-21T00:00:00.000000", + "2014-01-22T00:00:00.000000", + "2014-01-23T00:00:00.000000", + "2014-01-24T00:00:00.000000", + "2014-01-27T00:00:00.000000", + "2014-01-28T00:00:00.000000", + "2014-01-29T00:00:00.000000", + "2014-01-30T00:00:00.000000", + "2014-01-31T00:00:00.000000", + "2014-02-03T00:00:00.000000", + "2014-02-04T00:00:00.000000", + "2014-02-05T00:00:00.000000", + "2014-02-06T00:00:00.000000", + "2014-02-07T00:00:00.000000", + "2014-02-10T00:00:00.000000", + "2014-02-11T00:00:00.000000", + "2014-02-12T00:00:00.000000", + "2014-02-13T00:00:00.000000", + "2014-02-14T00:00:00.000000", + "2014-02-17T00:00:00.000000", + "2014-02-18T00:00:00.000000", + "2014-02-19T00:00:00.000000", + "2014-02-20T00:00:00.000000", + "2014-02-21T00:00:00.000000", + "2014-02-24T00:00:00.000000", + "2014-02-25T00:00:00.000000", + "2014-02-26T00:00:00.000000", + "2014-02-27T00:00:00.000000", + "2014-02-28T00:00:00.000000", + "2014-03-03T00:00:00.000000", + "2014-03-04T00:00:00.000000", + "2014-03-05T00:00:00.000000", + "2014-03-06T00:00:00.000000", + "2014-03-07T00:00:00.000000", + "2014-03-10T00:00:00.000000", + "2014-03-11T00:00:00.000000", + "2014-03-12T00:00:00.000000", + "2014-03-13T00:00:00.000000", + "2014-03-14T00:00:00.000000", + "2014-03-17T00:00:00.000000", + "2014-03-18T00:00:00.000000", + "2014-03-19T00:00:00.000000", + "2014-03-20T00:00:00.000000", + "2014-03-21T00:00:00.000000", + "2014-03-24T00:00:00.000000", + "2014-03-25T00:00:00.000000", + "2014-03-26T00:00:00.000000", + "2014-03-27T00:00:00.000000", + "2014-03-28T00:00:00.000000", + "2014-03-31T00:00:00.000000", + "2014-04-01T00:00:00.000000", + "2014-04-02T00:00:00.000000", + "2014-04-03T00:00:00.000000", + "2014-04-04T00:00:00.000000", + "2014-04-07T00:00:00.000000", + "2014-04-08T00:00:00.000000", + "2014-04-09T00:00:00.000000", + "2014-04-10T00:00:00.000000", + "2014-04-11T00:00:00.000000", + "2014-04-14T00:00:00.000000", + "2014-04-15T00:00:00.000000", + "2014-04-16T00:00:00.000000", + "2014-04-17T00:00:00.000000", + "2014-04-18T00:00:00.000000", + "2014-04-21T00:00:00.000000", + "2014-04-22T00:00:00.000000", + "2014-04-23T00:00:00.000000", + "2014-04-24T00:00:00.000000", + "2014-04-25T00:00:00.000000", + "2014-04-28T00:00:00.000000", + "2014-04-29T00:00:00.000000", + "2014-04-30T00:00:00.000000", + "2014-05-01T00:00:00.000000", + "2014-05-02T00:00:00.000000", + "2014-05-05T00:00:00.000000", + "2014-05-06T00:00:00.000000", + "2014-05-07T00:00:00.000000", + "2014-05-08T00:00:00.000000", + "2014-05-09T00:00:00.000000", + "2014-05-12T00:00:00.000000", + "2014-05-13T00:00:00.000000", + "2014-05-14T00:00:00.000000", + "2014-05-15T00:00:00.000000", + "2014-05-16T00:00:00.000000", + "2014-05-19T00:00:00.000000", + "2014-05-20T00:00:00.000000", + "2014-05-21T00:00:00.000000", + "2014-05-22T00:00:00.000000", + "2014-05-23T00:00:00.000000", + "2014-05-26T00:00:00.000000", + "2014-05-27T00:00:00.000000", + "2014-05-28T00:00:00.000000", + "2014-05-29T00:00:00.000000", + "2014-05-30T00:00:00.000000", + "2014-06-02T00:00:00.000000", + "2014-06-03T00:00:00.000000", + "2014-06-04T00:00:00.000000", + "2014-06-05T00:00:00.000000", + "2014-06-06T00:00:00.000000", + "2014-06-09T00:00:00.000000", + "2014-06-10T00:00:00.000000", + "2014-06-11T00:00:00.000000", + "2014-06-12T00:00:00.000000", + "2014-06-13T00:00:00.000000", + "2014-06-16T00:00:00.000000", + "2014-06-17T00:00:00.000000", + "2014-06-18T00:00:00.000000", + "2014-06-19T00:00:00.000000", + "2014-06-20T00:00:00.000000", + "2014-06-23T00:00:00.000000", + "2014-06-24T00:00:00.000000", + "2014-06-25T00:00:00.000000", + "2014-06-26T00:00:00.000000", + "2014-06-27T00:00:00.000000", + "2014-06-30T00:00:00.000000", + "2014-07-01T00:00:00.000000", + "2014-07-02T00:00:00.000000", + "2014-07-03T00:00:00.000000", + "2014-07-04T00:00:00.000000", + "2014-07-07T00:00:00.000000", + "2014-07-08T00:00:00.000000", + "2014-07-09T00:00:00.000000", + "2014-07-10T00:00:00.000000", + "2014-07-11T00:00:00.000000", + "2014-07-14T00:00:00.000000", + "2014-07-15T00:00:00.000000", + "2014-07-16T00:00:00.000000", + "2014-07-17T00:00:00.000000", + "2014-07-18T00:00:00.000000", + "2014-07-21T00:00:00.000000", + "2014-07-22T00:00:00.000000", + "2014-07-23T00:00:00.000000", + "2014-07-24T00:00:00.000000", + "2014-07-25T00:00:00.000000", + "2014-07-28T00:00:00.000000", + "2014-07-29T00:00:00.000000", + "2014-07-30T00:00:00.000000", + "2014-07-31T00:00:00.000000", + "2014-08-01T00:00:00.000000", + "2014-08-04T00:00:00.000000", + "2014-08-05T00:00:00.000000", + "2014-08-06T00:00:00.000000", + "2014-08-07T00:00:00.000000", + "2014-08-08T00:00:00.000000", + "2014-08-11T00:00:00.000000", + "2014-08-12T00:00:00.000000", + "2014-08-13T00:00:00.000000", + "2014-08-14T00:00:00.000000", + "2014-08-15T00:00:00.000000", + "2014-08-18T00:00:00.000000", + "2014-08-19T00:00:00.000000", + "2014-08-20T00:00:00.000000", + "2014-08-21T00:00:00.000000", + "2014-08-22T00:00:00.000000", + "2014-08-25T00:00:00.000000", + "2014-08-26T00:00:00.000000", + "2014-08-27T00:00:00.000000", + "2014-08-28T00:00:00.000000", + "2014-08-29T00:00:00.000000", + "2014-09-01T00:00:00.000000", + "2014-09-02T00:00:00.000000", + "2014-09-03T00:00:00.000000", + "2014-09-04T00:00:00.000000", + "2014-09-05T00:00:00.000000", + "2014-09-08T00:00:00.000000", + "2014-09-09T00:00:00.000000", + "2014-09-10T00:00:00.000000", + "2014-09-11T00:00:00.000000", + "2014-09-12T00:00:00.000000", + "2014-09-15T00:00:00.000000", + "2014-09-16T00:00:00.000000", + "2014-09-17T00:00:00.000000", + "2014-09-18T00:00:00.000000", + "2014-09-19T00:00:00.000000", + "2014-09-22T00:00:00.000000", + "2014-09-23T00:00:00.000000", + "2014-09-24T00:00:00.000000", + "2014-09-25T00:00:00.000000", + "2014-09-26T00:00:00.000000", + "2014-09-29T00:00:00.000000", + "2014-09-30T00:00:00.000000", + "2014-10-01T00:00:00.000000", + "2014-10-02T00:00:00.000000", + "2014-10-03T00:00:00.000000", + "2014-10-06T00:00:00.000000", + "2014-10-07T00:00:00.000000", + "2014-10-08T00:00:00.000000", + "2014-10-09T00:00:00.000000", + "2014-10-10T00:00:00.000000", + "2014-10-13T00:00:00.000000", + "2014-10-14T00:00:00.000000", + "2014-10-15T00:00:00.000000", + "2014-10-16T00:00:00.000000", + "2014-10-17T00:00:00.000000", + "2014-10-20T00:00:00.000000", + "2014-10-21T00:00:00.000000", + "2014-10-22T00:00:00.000000", + "2014-10-23T00:00:00.000000", + "2014-10-24T00:00:00.000000", + "2014-10-27T00:00:00.000000", + "2014-10-28T00:00:00.000000", + "2014-10-29T00:00:00.000000", + "2014-10-30T00:00:00.000000", + "2014-10-31T00:00:00.000000", + "2014-11-03T00:00:00.000000", + "2014-11-04T00:00:00.000000", + "2014-11-05T00:00:00.000000", + "2014-11-06T00:00:00.000000", + "2014-11-07T00:00:00.000000", + "2014-11-10T00:00:00.000000", + "2014-11-11T00:00:00.000000", + "2014-11-12T00:00:00.000000", + "2014-11-13T00:00:00.000000", + "2014-11-14T00:00:00.000000", + "2014-11-17T00:00:00.000000", + "2014-11-18T00:00:00.000000", + "2014-11-19T00:00:00.000000", + "2014-11-20T00:00:00.000000", + "2014-11-21T00:00:00.000000", + "2014-11-24T00:00:00.000000", + "2014-11-25T00:00:00.000000", + "2014-11-26T00:00:00.000000", + "2014-11-27T00:00:00.000000", + "2014-11-28T00:00:00.000000", + "2014-12-01T00:00:00.000000", + "2014-12-02T00:00:00.000000", + "2014-12-03T00:00:00.000000", + "2014-12-04T00:00:00.000000", + "2014-12-05T00:00:00.000000", + "2014-12-08T00:00:00.000000", + "2014-12-09T00:00:00.000000", + "2014-12-10T00:00:00.000000", + "2014-12-11T00:00:00.000000", + "2014-12-12T00:00:00.000000", + "2014-12-15T00:00:00.000000", + "2014-12-16T00:00:00.000000", + "2014-12-17T00:00:00.000000", + "2014-12-18T00:00:00.000000", + "2014-12-19T00:00:00.000000", + "2014-12-22T00:00:00.000000", + "2014-12-23T00:00:00.000000", + "2014-12-24T00:00:00.000000", + "2014-12-25T00:00:00.000000", + "2014-12-26T00:00:00.000000", + "2014-12-29T00:00:00.000000", + "2014-12-30T00:00:00.000000", + "2014-12-31T00:00:00.000000", + "2015-01-01T00:00:00.000000", + "2015-01-02T00:00:00.000000", + "2015-01-05T00:00:00.000000", + "2015-01-06T00:00:00.000000", + "2015-01-07T00:00:00.000000", + "2015-01-08T00:00:00.000000", + "2015-01-09T00:00:00.000000", + "2015-01-12T00:00:00.000000", + "2015-01-13T00:00:00.000000", + "2015-01-14T00:00:00.000000", + "2015-01-15T00:00:00.000000", + "2015-01-16T00:00:00.000000", + "2015-01-19T00:00:00.000000", + "2015-01-20T00:00:00.000000", + "2015-01-21T00:00:00.000000", + "2015-01-22T00:00:00.000000", + "2015-01-23T00:00:00.000000", + "2015-01-26T00:00:00.000000", + "2015-01-27T00:00:00.000000", + "2015-01-28T00:00:00.000000", + "2015-01-29T00:00:00.000000", + "2015-01-30T00:00:00.000000", + "2015-02-02T00:00:00.000000", + "2015-02-03T00:00:00.000000", + "2015-02-04T00:00:00.000000", + "2015-02-05T00:00:00.000000", + "2015-02-06T00:00:00.000000", + "2015-02-09T00:00:00.000000", + "2015-02-10T00:00:00.000000", + "2015-02-11T00:00:00.000000", + "2015-02-12T00:00:00.000000", + "2015-02-13T00:00:00.000000", + "2015-02-16T00:00:00.000000", + "2015-02-17T00:00:00.000000", + "2015-02-18T00:00:00.000000", + "2015-02-19T00:00:00.000000", + "2015-02-20T00:00:00.000000", + "2015-02-23T00:00:00.000000", + "2015-02-24T00:00:00.000000", + "2015-02-25T00:00:00.000000", + "2015-02-26T00:00:00.000000", + "2015-02-27T00:00:00.000000", + "2015-03-02T00:00:00.000000", + "2015-03-03T00:00:00.000000", + "2015-03-04T00:00:00.000000", + "2015-03-05T00:00:00.000000", + "2015-03-06T00:00:00.000000", + "2015-03-09T00:00:00.000000", + "2015-03-10T00:00:00.000000", + "2015-03-11T00:00:00.000000", + "2015-03-12T00:00:00.000000", + "2015-03-13T00:00:00.000000", + "2015-03-16T00:00:00.000000", + "2015-03-17T00:00:00.000000", + "2015-03-18T00:00:00.000000", + "2015-03-19T00:00:00.000000", + "2015-03-20T00:00:00.000000", + "2015-03-23T00:00:00.000000", + "2015-03-24T00:00:00.000000", + "2015-03-25T00:00:00.000000", + "2015-03-26T00:00:00.000000", + "2015-03-27T00:00:00.000000", + "2015-03-30T00:00:00.000000", + "2015-03-31T00:00:00.000000", + "2015-04-01T00:00:00.000000", + "2015-04-02T00:00:00.000000", + "2015-04-03T00:00:00.000000", + "2015-04-06T00:00:00.000000", + "2015-04-07T00:00:00.000000", + "2015-04-08T00:00:00.000000", + "2015-04-09T00:00:00.000000", + "2015-04-10T00:00:00.000000", + "2015-04-13T00:00:00.000000", + "2015-04-14T00:00:00.000000", + "2015-04-15T00:00:00.000000", + "2015-04-16T00:00:00.000000", + "2015-04-17T00:00:00.000000", + "2015-04-20T00:00:00.000000", + "2015-04-21T00:00:00.000000", + "2015-04-22T00:00:00.000000", + "2015-04-23T00:00:00.000000", + "2015-04-24T00:00:00.000000", + "2015-04-27T00:00:00.000000", + "2015-04-28T00:00:00.000000", + "2015-04-29T00:00:00.000000", + "2015-04-30T00:00:00.000000", + "2015-05-01T00:00:00.000000", + "2015-05-04T00:00:00.000000", + "2015-05-05T00:00:00.000000", + "2015-05-06T00:00:00.000000", + "2015-05-07T00:00:00.000000", + "2015-05-08T00:00:00.000000", + "2015-05-11T00:00:00.000000", + "2015-05-12T00:00:00.000000", + "2015-05-13T00:00:00.000000", + "2015-05-14T00:00:00.000000", + "2015-05-15T00:00:00.000000", + "2015-05-18T00:00:00.000000", + "2015-05-19T00:00:00.000000", + "2015-05-20T00:00:00.000000", + "2015-05-21T00:00:00.000000", + "2015-05-22T00:00:00.000000", + "2015-05-25T00:00:00.000000", + "2015-05-26T00:00:00.000000", + "2015-05-27T00:00:00.000000", + "2015-05-28T00:00:00.000000", + "2015-05-29T00:00:00.000000", + "2015-06-01T00:00:00.000000", + "2015-06-02T00:00:00.000000", + "2015-06-03T00:00:00.000000", + "2015-06-04T00:00:00.000000", + "2015-06-05T00:00:00.000000", + "2015-06-08T00:00:00.000000", + "2015-06-09T00:00:00.000000", + "2015-06-10T00:00:00.000000", + "2015-06-11T00:00:00.000000", + "2015-06-12T00:00:00.000000", + "2015-06-15T00:00:00.000000", + "2015-06-16T00:00:00.000000", + "2015-06-17T00:00:00.000000", + "2015-06-18T00:00:00.000000", + "2015-06-19T00:00:00.000000", + "2015-06-22T00:00:00.000000", + "2015-06-23T00:00:00.000000", + "2015-06-24T00:00:00.000000", + "2015-06-25T00:00:00.000000", + "2015-06-26T00:00:00.000000", + "2015-06-29T00:00:00.000000", + "2015-06-30T00:00:00.000000", + "2015-07-01T00:00:00.000000", + "2015-07-02T00:00:00.000000", + "2015-07-03T00:00:00.000000", + "2015-07-06T00:00:00.000000", + "2015-07-07T00:00:00.000000", + "2015-07-08T00:00:00.000000", + "2015-07-09T00:00:00.000000", + "2015-07-10T00:00:00.000000", + "2015-07-13T00:00:00.000000", + "2015-07-14T00:00:00.000000", + "2015-07-15T00:00:00.000000", + "2015-07-16T00:00:00.000000", + "2015-07-17T00:00:00.000000", + "2015-07-20T00:00:00.000000", + "2015-07-21T00:00:00.000000", + "2015-07-22T00:00:00.000000", + "2015-07-23T00:00:00.000000", + "2015-07-24T00:00:00.000000", + "2015-07-27T00:00:00.000000", + "2015-07-28T00:00:00.000000", + "2015-07-29T00:00:00.000000", + "2015-07-30T00:00:00.000000", + "2015-07-31T00:00:00.000000", + "2015-08-03T00:00:00.000000", + "2015-08-04T00:00:00.000000", + "2015-08-05T00:00:00.000000", + "2015-08-06T00:00:00.000000", + "2015-08-07T00:00:00.000000", + "2015-08-10T00:00:00.000000", + "2015-08-11T00:00:00.000000", + "2015-08-12T00:00:00.000000", + "2015-08-13T00:00:00.000000", + "2015-08-14T00:00:00.000000", + "2015-08-17T00:00:00.000000", + "2015-08-18T00:00:00.000000", + "2015-08-19T00:00:00.000000", + "2015-08-20T00:00:00.000000", + "2015-08-21T00:00:00.000000", + "2015-08-24T00:00:00.000000", + "2015-08-25T00:00:00.000000", + "2015-08-26T00:00:00.000000", + "2015-08-27T00:00:00.000000", + "2015-08-28T00:00:00.000000", + "2015-08-31T00:00:00.000000", + "2015-09-01T00:00:00.000000", + "2015-09-02T00:00:00.000000", + "2015-09-03T00:00:00.000000", + "2015-09-04T00:00:00.000000", + "2015-09-07T00:00:00.000000", + "2015-09-08T00:00:00.000000", + "2015-09-09T00:00:00.000000", + "2015-09-10T00:00:00.000000", + "2015-09-11T00:00:00.000000", + "2015-09-14T00:00:00.000000", + "2015-09-15T00:00:00.000000", + "2015-09-16T00:00:00.000000", + "2015-09-17T00:00:00.000000", + "2015-09-18T00:00:00.000000", + "2015-09-21T00:00:00.000000", + "2015-09-22T00:00:00.000000", + "2015-09-23T00:00:00.000000", + "2015-09-24T00:00:00.000000", + "2015-09-25T00:00:00.000000", + "2015-09-28T00:00:00.000000", + "2015-09-29T00:00:00.000000", + "2015-09-30T00:00:00.000000", + "2015-10-01T00:00:00.000000", + "2015-10-02T00:00:00.000000", + "2015-10-05T00:00:00.000000", + "2015-10-06T00:00:00.000000", + "2015-10-07T00:00:00.000000", + "2015-10-08T00:00:00.000000", + "2015-10-09T00:00:00.000000", + "2015-10-12T00:00:00.000000", + "2015-10-13T00:00:00.000000", + "2015-10-14T00:00:00.000000", + "2015-10-15T00:00:00.000000", + "2015-10-16T00:00:00.000000", + "2015-10-19T00:00:00.000000", + "2015-10-20T00:00:00.000000", + "2015-10-21T00:00:00.000000", + "2015-10-22T00:00:00.000000", + "2015-10-23T00:00:00.000000", + "2015-10-26T00:00:00.000000", + "2015-10-27T00:00:00.000000", + "2015-10-28T00:00:00.000000", + "2015-10-29T00:00:00.000000", + "2015-10-30T00:00:00.000000", + "2015-11-02T00:00:00.000000", + "2015-11-03T00:00:00.000000", + "2015-11-04T00:00:00.000000", + "2015-11-05T00:00:00.000000", + "2015-11-06T00:00:00.000000", + "2015-11-09T00:00:00.000000", + "2015-11-10T00:00:00.000000", + "2015-11-11T00:00:00.000000", + "2015-11-12T00:00:00.000000", + "2015-11-13T00:00:00.000000", + "2015-11-16T00:00:00.000000", + "2015-11-17T00:00:00.000000", + "2015-11-18T00:00:00.000000", + "2015-11-19T00:00:00.000000", + "2015-11-20T00:00:00.000000", + "2015-11-23T00:00:00.000000", + "2015-11-24T00:00:00.000000", + "2015-11-25T00:00:00.000000", + "2015-11-26T00:00:00.000000", + "2015-11-27T00:00:00.000000", + "2015-11-30T00:00:00.000000", + "2015-12-01T00:00:00.000000", + "2015-12-02T00:00:00.000000", + "2015-12-03T00:00:00.000000", + "2015-12-04T00:00:00.000000", + "2015-12-07T00:00:00.000000", + "2015-12-08T00:00:00.000000", + "2015-12-09T00:00:00.000000", + "2015-12-10T00:00:00.000000", + "2015-12-11T00:00:00.000000", + "2015-12-14T00:00:00.000000", + "2015-12-15T00:00:00.000000", + "2015-12-16T00:00:00.000000", + "2015-12-17T00:00:00.000000", + "2015-12-18T00:00:00.000000", + "2015-12-21T00:00:00.000000", + "2015-12-22T00:00:00.000000", + "2015-12-23T00:00:00.000000", + "2015-12-24T00:00:00.000000", + "2015-12-25T00:00:00.000000", + "2015-12-28T00:00:00.000000", + "2015-12-29T00:00:00.000000", + "2015-12-30T00:00:00.000000", + "2015-12-31T00:00:00.000000", + "2016-01-01T00:00:00.000000", + "2016-01-04T00:00:00.000000", + "2016-01-05T00:00:00.000000", + "2016-01-06T00:00:00.000000", + "2016-01-07T00:00:00.000000", + "2016-01-08T00:00:00.000000", + "2016-01-11T00:00:00.000000", + "2016-01-12T00:00:00.000000", + "2016-01-13T00:00:00.000000", + "2016-01-14T00:00:00.000000", + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000" + ], + "xaxis": "x", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y" + }, + { + "line": { + "color": "#008300", + "width": 1.6 + }, + "mode": "lines", + "name": "5 business days", + "showlegend": false, + "type": "scatter", + "x": [ + "2000-01-10T00:00:00.000000", + "2000-01-11T00:00:00.000000", + "2000-01-12T00:00:00.000000", + "2000-01-13T00:00:00.000000", + "2000-01-14T00:00:00.000000", + "2000-01-17T00:00:00.000000", + "2000-01-18T00:00:00.000000", + "2000-01-19T00:00:00.000000", + "2000-01-20T00:00:00.000000", + "2000-01-21T00:00:00.000000", + "2000-01-24T00:00:00.000000", + "2000-01-25T00:00:00.000000", + "2000-01-26T00:00:00.000000", + "2000-01-27T00:00:00.000000", + "2000-01-28T00:00:00.000000", + "2000-01-31T00:00:00.000000", + "2000-02-01T00:00:00.000000", + "2000-02-02T00:00:00.000000", + "2000-02-03T00:00:00.000000", + "2000-02-04T00:00:00.000000", + "2000-02-07T00:00:00.000000", + "2000-02-08T00:00:00.000000", + "2000-02-09T00:00:00.000000", + "2000-02-10T00:00:00.000000", + "2000-02-11T00:00:00.000000", + "2000-02-14T00:00:00.000000", + "2000-02-15T00:00:00.000000", + "2000-02-16T00:00:00.000000", + "2000-02-17T00:00:00.000000", + "2000-02-18T00:00:00.000000", + "2000-02-21T00:00:00.000000", + "2000-02-22T00:00:00.000000", + "2000-02-23T00:00:00.000000", + "2000-02-24T00:00:00.000000", + "2000-02-25T00:00:00.000000", + "2000-02-28T00:00:00.000000", + "2000-02-29T00:00:00.000000", + "2000-03-01T00:00:00.000000", + "2000-03-02T00:00:00.000000", + "2000-03-03T00:00:00.000000", + "2000-03-06T00:00:00.000000", + "2000-03-07T00:00:00.000000", + "2000-03-08T00:00:00.000000", + "2000-03-09T00:00:00.000000", + "2000-03-10T00:00:00.000000", + "2000-03-13T00:00:00.000000", + "2000-03-14T00:00:00.000000", + "2000-03-15T00:00:00.000000", + "2000-03-16T00:00:00.000000", + "2000-03-17T00:00:00.000000", + "2000-03-20T00:00:00.000000", + "2000-03-21T00:00:00.000000", + "2000-03-22T00:00:00.000000", + "2000-03-23T00:00:00.000000", + "2000-03-24T00:00:00.000000", + "2000-03-27T00:00:00.000000", + "2000-03-28T00:00:00.000000", + "2000-03-29T00:00:00.000000", + "2000-03-30T00:00:00.000000", + "2000-03-31T00:00:00.000000", + "2000-04-03T00:00:00.000000", + "2000-04-04T00:00:00.000000", + "2000-04-05T00:00:00.000000", + "2000-04-06T00:00:00.000000", + "2000-04-07T00:00:00.000000", + "2000-04-10T00:00:00.000000", + "2000-04-11T00:00:00.000000", + "2000-04-12T00:00:00.000000", + "2000-04-13T00:00:00.000000", + "2000-04-14T00:00:00.000000", + "2000-04-17T00:00:00.000000", + "2000-04-18T00:00:00.000000", + "2000-04-19T00:00:00.000000", + "2000-04-20T00:00:00.000000", + "2000-04-21T00:00:00.000000", + "2000-04-24T00:00:00.000000", + "2000-04-25T00:00:00.000000", + "2000-04-26T00:00:00.000000", + "2000-04-27T00:00:00.000000", + "2000-04-28T00:00:00.000000", + "2000-05-01T00:00:00.000000", + "2000-05-02T00:00:00.000000", + "2000-05-03T00:00:00.000000", + "2000-05-04T00:00:00.000000", + "2000-05-05T00:00:00.000000", + "2000-05-08T00:00:00.000000", + "2000-05-09T00:00:00.000000", + "2000-05-10T00:00:00.000000", + "2000-05-11T00:00:00.000000", + "2000-05-12T00:00:00.000000", + "2000-05-15T00:00:00.000000", + "2000-05-16T00:00:00.000000", + "2000-05-17T00:00:00.000000", + "2000-05-18T00:00:00.000000", + "2000-05-19T00:00:00.000000", + "2000-05-22T00:00:00.000000", + "2000-05-23T00:00:00.000000", + "2000-05-24T00:00:00.000000", + "2000-05-25T00:00:00.000000", + "2000-05-26T00:00:00.000000", + "2000-05-29T00:00:00.000000", + "2000-05-30T00:00:00.000000", + "2000-05-31T00:00:00.000000", + "2000-06-01T00:00:00.000000", + "2000-06-02T00:00:00.000000", + "2000-06-05T00:00:00.000000", + "2000-06-06T00:00:00.000000", + "2000-06-07T00:00:00.000000", + "2000-06-08T00:00:00.000000", + "2000-06-09T00:00:00.000000", + "2000-06-12T00:00:00.000000", + "2000-06-13T00:00:00.000000", + "2000-06-14T00:00:00.000000", + "2000-06-15T00:00:00.000000", + "2000-06-16T00:00:00.000000", + "2000-06-19T00:00:00.000000", + "2000-06-20T00:00:00.000000", + "2000-06-21T00:00:00.000000", + "2000-06-22T00:00:00.000000", + "2000-06-23T00:00:00.000000", + "2000-06-26T00:00:00.000000", + "2000-06-27T00:00:00.000000", + "2000-06-28T00:00:00.000000", + "2000-06-29T00:00:00.000000", + "2000-06-30T00:00:00.000000", + "2000-07-03T00:00:00.000000", + "2000-07-04T00:00:00.000000", + "2000-07-05T00:00:00.000000", + "2000-07-06T00:00:00.000000", + "2000-07-07T00:00:00.000000", + "2000-07-10T00:00:00.000000", + "2000-07-11T00:00:00.000000", + "2000-07-12T00:00:00.000000", + "2000-07-13T00:00:00.000000", + "2000-07-14T00:00:00.000000", + "2000-07-17T00:00:00.000000", + "2000-07-18T00:00:00.000000", + "2000-07-19T00:00:00.000000", + "2000-07-20T00:00:00.000000", + "2000-07-21T00:00:00.000000", + "2000-07-24T00:00:00.000000", + "2000-07-25T00:00:00.000000", + "2000-07-26T00:00:00.000000", + "2000-07-27T00:00:00.000000", + "2000-07-28T00:00:00.000000", + "2000-07-31T00:00:00.000000", + "2000-08-01T00:00:00.000000", + "2000-08-02T00:00:00.000000", + "2000-08-03T00:00:00.000000", + "2000-08-04T00:00:00.000000", + "2000-08-07T00:00:00.000000", + "2000-08-08T00:00:00.000000", + "2000-08-09T00:00:00.000000", + "2000-08-10T00:00:00.000000", + "2000-08-11T00:00:00.000000", + "2000-08-14T00:00:00.000000", + "2000-08-15T00:00:00.000000", + "2000-08-16T00:00:00.000000", + "2000-08-17T00:00:00.000000", + "2000-08-18T00:00:00.000000", + "2000-08-21T00:00:00.000000", + "2000-08-22T00:00:00.000000", + "2000-08-23T00:00:00.000000", + "2000-08-24T00:00:00.000000", + "2000-08-25T00:00:00.000000", + "2000-08-28T00:00:00.000000", + "2000-08-29T00:00:00.000000", + "2000-08-30T00:00:00.000000", + "2000-08-31T00:00:00.000000", + "2000-09-01T00:00:00.000000", + "2000-09-04T00:00:00.000000", + "2000-09-05T00:00:00.000000", + "2000-09-06T00:00:00.000000", + "2000-09-07T00:00:00.000000", + "2000-09-08T00:00:00.000000", + "2000-09-11T00:00:00.000000", + "2000-09-12T00:00:00.000000", + "2000-09-13T00:00:00.000000", + "2000-09-14T00:00:00.000000", + "2000-09-15T00:00:00.000000", + "2000-09-18T00:00:00.000000", + "2000-09-19T00:00:00.000000", + "2000-09-20T00:00:00.000000", + "2000-09-21T00:00:00.000000", + "2000-09-22T00:00:00.000000", + "2000-09-25T00:00:00.000000", + "2000-09-26T00:00:00.000000", + "2000-09-27T00:00:00.000000", + "2000-09-28T00:00:00.000000", + "2000-09-29T00:00:00.000000", + "2000-10-02T00:00:00.000000", + "2000-10-03T00:00:00.000000", + "2000-10-04T00:00:00.000000", + "2000-10-05T00:00:00.000000", + "2000-10-06T00:00:00.000000", + "2000-10-09T00:00:00.000000", + "2000-10-10T00:00:00.000000", + "2000-10-11T00:00:00.000000", + "2000-10-12T00:00:00.000000", + "2000-10-13T00:00:00.000000", + "2000-10-16T00:00:00.000000", + "2000-10-17T00:00:00.000000", + "2000-10-18T00:00:00.000000", + "2000-10-19T00:00:00.000000", + "2000-10-20T00:00:00.000000", + "2000-10-23T00:00:00.000000", + "2000-10-24T00:00:00.000000", + "2000-10-25T00:00:00.000000", + "2000-10-26T00:00:00.000000", + "2000-10-27T00:00:00.000000", + "2000-10-30T00:00:00.000000", + "2000-10-31T00:00:00.000000", + "2000-11-01T00:00:00.000000", + "2000-11-02T00:00:00.000000", + "2000-11-03T00:00:00.000000", + "2000-11-06T00:00:00.000000", + "2000-11-07T00:00:00.000000", + "2000-11-08T00:00:00.000000", + "2000-11-09T00:00:00.000000", + "2000-11-10T00:00:00.000000", + "2000-11-13T00:00:00.000000", + "2000-11-14T00:00:00.000000", + "2000-11-15T00:00:00.000000", + "2000-11-16T00:00:00.000000", + "2000-11-17T00:00:00.000000", + "2000-11-20T00:00:00.000000", + "2000-11-21T00:00:00.000000", + "2000-11-22T00:00:00.000000", + "2000-11-23T00:00:00.000000", + "2000-11-24T00:00:00.000000", + "2000-11-27T00:00:00.000000", + "2000-11-28T00:00:00.000000", + "2000-11-29T00:00:00.000000", + "2000-11-30T00:00:00.000000", + "2000-12-01T00:00:00.000000", + "2000-12-04T00:00:00.000000", + "2000-12-05T00:00:00.000000", + "2000-12-06T00:00:00.000000", + "2000-12-07T00:00:00.000000", + "2000-12-08T00:00:00.000000", + "2000-12-11T00:00:00.000000", + "2000-12-12T00:00:00.000000", + "2000-12-13T00:00:00.000000", + "2000-12-14T00:00:00.000000", + "2000-12-15T00:00:00.000000", + "2000-12-18T00:00:00.000000", + "2000-12-19T00:00:00.000000", + "2000-12-20T00:00:00.000000", + "2000-12-21T00:00:00.000000", + "2000-12-22T00:00:00.000000", + "2000-12-25T00:00:00.000000", + "2000-12-26T00:00:00.000000", + "2000-12-27T00:00:00.000000", + "2000-12-28T00:00:00.000000", + "2000-12-29T00:00:00.000000", + "2001-01-01T00:00:00.000000", + "2001-01-02T00:00:00.000000", + "2001-01-03T00:00:00.000000", + "2001-01-04T00:00:00.000000", + "2001-01-05T00:00:00.000000", + "2001-01-08T00:00:00.000000", + "2001-01-09T00:00:00.000000", + "2001-01-10T00:00:00.000000", + "2001-01-11T00:00:00.000000", + "2001-01-12T00:00:00.000000", + "2001-01-15T00:00:00.000000", + "2001-01-16T00:00:00.000000", + "2001-01-17T00:00:00.000000", + "2001-01-18T00:00:00.000000", + "2001-01-19T00:00:00.000000", + "2001-01-22T00:00:00.000000", + "2001-01-23T00:00:00.000000", + "2001-01-24T00:00:00.000000", + "2001-01-25T00:00:00.000000", + "2001-01-26T00:00:00.000000", + "2001-01-29T00:00:00.000000", + "2001-01-30T00:00:00.000000", + "2001-01-31T00:00:00.000000", + "2001-02-01T00:00:00.000000", + "2001-02-02T00:00:00.000000", + "2001-02-05T00:00:00.000000", + "2001-02-06T00:00:00.000000", + "2001-02-07T00:00:00.000000", + "2001-02-08T00:00:00.000000", + "2001-02-09T00:00:00.000000", + "2001-02-12T00:00:00.000000", + "2001-02-13T00:00:00.000000", + "2001-02-14T00:00:00.000000", + "2001-02-15T00:00:00.000000", + "2001-02-16T00:00:00.000000", + "2001-02-19T00:00:00.000000", + "2001-02-20T00:00:00.000000", + "2001-02-21T00:00:00.000000", + "2001-02-22T00:00:00.000000", + "2001-02-23T00:00:00.000000", + "2001-02-26T00:00:00.000000", + "2001-02-27T00:00:00.000000", + "2001-02-28T00:00:00.000000", + "2001-03-01T00:00:00.000000", + "2001-03-02T00:00:00.000000", + "2001-03-05T00:00:00.000000", + "2001-03-06T00:00:00.000000", + "2001-03-07T00:00:00.000000", + "2001-03-08T00:00:00.000000", + "2001-03-09T00:00:00.000000", + "2001-03-12T00:00:00.000000", + "2001-03-13T00:00:00.000000", + "2001-03-14T00:00:00.000000", + "2001-03-15T00:00:00.000000", + "2001-03-16T00:00:00.000000", + "2001-03-19T00:00:00.000000", + "2001-03-20T00:00:00.000000", + "2001-03-21T00:00:00.000000", + "2001-03-22T00:00:00.000000", + "2001-03-23T00:00:00.000000", + "2001-03-26T00:00:00.000000", + "2001-03-27T00:00:00.000000", + "2001-03-28T00:00:00.000000", + "2001-03-29T00:00:00.000000", + "2001-03-30T00:00:00.000000", + "2001-04-02T00:00:00.000000", + "2001-04-03T00:00:00.000000", + "2001-04-04T00:00:00.000000", + "2001-04-05T00:00:00.000000", + "2001-04-06T00:00:00.000000", + "2001-04-09T00:00:00.000000", + "2001-04-10T00:00:00.000000", + "2001-04-11T00:00:00.000000", + "2001-04-12T00:00:00.000000", + "2001-04-13T00:00:00.000000", + "2001-04-16T00:00:00.000000", + "2001-04-17T00:00:00.000000", + "2001-04-18T00:00:00.000000", + "2001-04-19T00:00:00.000000", + "2001-04-20T00:00:00.000000", + "2001-04-23T00:00:00.000000", + "2001-04-24T00:00:00.000000", + "2001-04-25T00:00:00.000000", + "2001-04-26T00:00:00.000000", + "2001-04-27T00:00:00.000000", + "2001-04-30T00:00:00.000000", + "2001-05-01T00:00:00.000000", + "2001-05-02T00:00:00.000000", + "2001-05-03T00:00:00.000000", + "2001-05-04T00:00:00.000000", + "2001-05-07T00:00:00.000000", + "2001-05-08T00:00:00.000000", + "2001-05-09T00:00:00.000000", + "2001-05-10T00:00:00.000000", + "2001-05-11T00:00:00.000000", + "2001-05-14T00:00:00.000000", + "2001-05-15T00:00:00.000000", + "2001-05-16T00:00:00.000000", + "2001-05-17T00:00:00.000000", + "2001-05-18T00:00:00.000000", + "2001-05-21T00:00:00.000000", + "2001-05-22T00:00:00.000000", + "2001-05-23T00:00:00.000000", + "2001-05-24T00:00:00.000000", + "2001-05-25T00:00:00.000000", + "2001-05-28T00:00:00.000000", + "2001-05-29T00:00:00.000000", + "2001-05-30T00:00:00.000000", + "2001-05-31T00:00:00.000000", + "2001-06-01T00:00:00.000000", + "2001-06-04T00:00:00.000000", + "2001-06-05T00:00:00.000000", + "2001-06-06T00:00:00.000000", + "2001-06-07T00:00:00.000000", + "2001-06-08T00:00:00.000000", + "2001-06-11T00:00:00.000000", + "2001-06-12T00:00:00.000000", + "2001-06-13T00:00:00.000000", + "2001-06-14T00:00:00.000000", + "2001-06-15T00:00:00.000000", + "2001-06-18T00:00:00.000000", + "2001-06-19T00:00:00.000000", + "2001-06-20T00:00:00.000000", + "2001-06-21T00:00:00.000000", + "2001-06-22T00:00:00.000000", + "2001-06-25T00:00:00.000000", + "2001-06-26T00:00:00.000000", + "2001-06-27T00:00:00.000000", + "2001-06-28T00:00:00.000000", + "2001-06-29T00:00:00.000000", + "2001-07-02T00:00:00.000000", + "2001-07-03T00:00:00.000000", + "2001-07-04T00:00:00.000000", + "2001-07-05T00:00:00.000000", + "2001-07-06T00:00:00.000000", + "2001-07-09T00:00:00.000000", + "2001-07-10T00:00:00.000000", + "2001-07-11T00:00:00.000000", + "2001-07-12T00:00:00.000000", + "2001-07-13T00:00:00.000000", + "2001-07-16T00:00:00.000000", + "2001-07-17T00:00:00.000000", + "2001-07-18T00:00:00.000000", + "2001-07-19T00:00:00.000000", + "2001-07-20T00:00:00.000000", + "2001-07-23T00:00:00.000000", + "2001-07-24T00:00:00.000000", + "2001-07-25T00:00:00.000000", + "2001-07-26T00:00:00.000000", + "2001-07-27T00:00:00.000000", + "2001-07-30T00:00:00.000000", + "2001-07-31T00:00:00.000000", + "2001-08-01T00:00:00.000000", + "2001-08-02T00:00:00.000000", + "2001-08-03T00:00:00.000000", + "2001-08-06T00:00:00.000000", + "2001-08-07T00:00:00.000000", + "2001-08-08T00:00:00.000000", + "2001-08-09T00:00:00.000000", + "2001-08-10T00:00:00.000000", + "2001-08-13T00:00:00.000000", + "2001-08-14T00:00:00.000000", + "2001-08-15T00:00:00.000000", + "2001-08-16T00:00:00.000000", + "2001-08-17T00:00:00.000000", + "2001-08-20T00:00:00.000000", + "2001-08-21T00:00:00.000000", + "2001-08-22T00:00:00.000000", + "2001-08-23T00:00:00.000000", + "2001-08-24T00:00:00.000000", + "2001-08-27T00:00:00.000000", + "2001-08-28T00:00:00.000000", + "2001-08-29T00:00:00.000000", + "2001-08-30T00:00:00.000000", + "2001-08-31T00:00:00.000000", + "2001-09-03T00:00:00.000000", + "2001-09-04T00:00:00.000000", + "2001-09-05T00:00:00.000000", + "2001-09-06T00:00:00.000000", + "2001-09-07T00:00:00.000000", + "2001-09-10T00:00:00.000000", + "2001-09-11T00:00:00.000000", + "2001-09-12T00:00:00.000000", + "2001-09-13T00:00:00.000000", + "2001-09-14T00:00:00.000000", + "2001-09-17T00:00:00.000000", + "2001-09-18T00:00:00.000000", + "2001-09-19T00:00:00.000000", + "2001-09-20T00:00:00.000000", + "2001-09-21T00:00:00.000000", + "2001-09-24T00:00:00.000000", + "2001-09-25T00:00:00.000000", + "2001-09-26T00:00:00.000000", + "2001-09-27T00:00:00.000000", + "2001-09-28T00:00:00.000000", + "2001-10-01T00:00:00.000000", + "2001-10-02T00:00:00.000000", + "2001-10-03T00:00:00.000000", + "2001-10-04T00:00:00.000000", + "2001-10-05T00:00:00.000000", + "2001-10-08T00:00:00.000000", + "2001-10-09T00:00:00.000000", + "2001-10-10T00:00:00.000000", + "2001-10-11T00:00:00.000000", + "2001-10-12T00:00:00.000000", + "2001-10-15T00:00:00.000000", + "2001-10-16T00:00:00.000000", + "2001-10-17T00:00:00.000000", + "2001-10-18T00:00:00.000000", + "2001-10-19T00:00:00.000000", + "2001-10-22T00:00:00.000000", + "2001-10-23T00:00:00.000000", + "2001-10-24T00:00:00.000000", + "2001-10-25T00:00:00.000000", + "2001-10-26T00:00:00.000000", + "2001-10-29T00:00:00.000000", + "2001-10-30T00:00:00.000000", + "2001-10-31T00:00:00.000000", + "2001-11-01T00:00:00.000000", + "2001-11-02T00:00:00.000000", + "2001-11-05T00:00:00.000000", + "2001-11-06T00:00:00.000000", + "2001-11-07T00:00:00.000000", + "2001-11-08T00:00:00.000000", + "2001-11-09T00:00:00.000000", + "2001-11-12T00:00:00.000000", + "2001-11-13T00:00:00.000000", + "2001-11-14T00:00:00.000000", + "2001-11-15T00:00:00.000000", + "2001-11-16T00:00:00.000000", + "2001-11-19T00:00:00.000000", + "2001-11-20T00:00:00.000000", + "2001-11-21T00:00:00.000000", + "2001-11-22T00:00:00.000000", + "2001-11-23T00:00:00.000000", + "2001-11-26T00:00:00.000000", + "2001-11-27T00:00:00.000000", + "2001-11-28T00:00:00.000000", + "2001-11-29T00:00:00.000000", + "2001-11-30T00:00:00.000000", + "2001-12-03T00:00:00.000000", + "2001-12-04T00:00:00.000000", + "2001-12-05T00:00:00.000000", + "2001-12-06T00:00:00.000000", + "2001-12-07T00:00:00.000000", + "2001-12-10T00:00:00.000000", + "2001-12-11T00:00:00.000000", + "2001-12-12T00:00:00.000000", + "2001-12-13T00:00:00.000000", + "2001-12-14T00:00:00.000000", + "2001-12-17T00:00:00.000000", + "2001-12-18T00:00:00.000000", + "2001-12-19T00:00:00.000000", + "2001-12-20T00:00:00.000000", + "2001-12-21T00:00:00.000000", + "2001-12-24T00:00:00.000000", + "2001-12-25T00:00:00.000000", + "2001-12-26T00:00:00.000000", + "2001-12-27T00:00:00.000000", + "2001-12-28T00:00:00.000000", + "2001-12-31T00:00:00.000000", + "2002-01-01T00:00:00.000000", + "2002-01-02T00:00:00.000000", + "2002-01-03T00:00:00.000000", + "2002-01-04T00:00:00.000000", + "2002-01-07T00:00:00.000000", + "2002-01-08T00:00:00.000000", + "2002-01-09T00:00:00.000000", + "2002-01-10T00:00:00.000000", + "2002-01-11T00:00:00.000000", + "2002-01-14T00:00:00.000000", + "2002-01-15T00:00:00.000000", + "2002-01-16T00:00:00.000000", + "2002-01-17T00:00:00.000000", + "2002-01-18T00:00:00.000000", + "2002-01-21T00:00:00.000000", + "2002-01-22T00:00:00.000000", + "2002-01-23T00:00:00.000000", + "2002-01-24T00:00:00.000000", + "2002-01-25T00:00:00.000000", + "2002-01-28T00:00:00.000000", + "2002-01-29T00:00:00.000000", + "2002-01-30T00:00:00.000000", + "2002-01-31T00:00:00.000000", + "2002-02-01T00:00:00.000000", + "2002-02-04T00:00:00.000000", + "2002-02-05T00:00:00.000000", + "2002-02-06T00:00:00.000000", + "2002-02-07T00:00:00.000000", + "2002-02-08T00:00:00.000000", + "2002-02-11T00:00:00.000000", + "2002-02-12T00:00:00.000000", + "2002-02-13T00:00:00.000000", + "2002-02-14T00:00:00.000000", + "2002-02-15T00:00:00.000000", + "2002-02-18T00:00:00.000000", + "2002-02-19T00:00:00.000000", + "2002-02-20T00:00:00.000000", + "2002-02-21T00:00:00.000000", + "2002-02-22T00:00:00.000000", + "2002-02-25T00:00:00.000000", + "2002-02-26T00:00:00.000000", + "2002-02-27T00:00:00.000000", + "2002-02-28T00:00:00.000000", + "2002-03-01T00:00:00.000000", + "2002-03-04T00:00:00.000000", + "2002-03-05T00:00:00.000000", + "2002-03-06T00:00:00.000000", + "2002-03-07T00:00:00.000000", + "2002-03-08T00:00:00.000000", + "2002-03-11T00:00:00.000000", + "2002-03-12T00:00:00.000000", + "2002-03-13T00:00:00.000000", + "2002-03-14T00:00:00.000000", + "2002-03-15T00:00:00.000000", + "2002-03-18T00:00:00.000000", + "2002-03-19T00:00:00.000000", + "2002-03-20T00:00:00.000000", + "2002-03-21T00:00:00.000000", + "2002-03-22T00:00:00.000000", + "2002-03-25T00:00:00.000000", + "2002-03-26T00:00:00.000000", + "2002-03-27T00:00:00.000000", + "2002-03-28T00:00:00.000000", + "2002-03-29T00:00:00.000000", + "2002-04-01T00:00:00.000000", + "2002-04-02T00:00:00.000000", + "2002-04-03T00:00:00.000000", + "2002-04-04T00:00:00.000000", + "2002-04-05T00:00:00.000000", + "2002-04-08T00:00:00.000000", + "2002-04-09T00:00:00.000000", + "2002-04-10T00:00:00.000000", + "2002-04-11T00:00:00.000000", + "2002-04-12T00:00:00.000000", + "2002-04-15T00:00:00.000000", + "2002-04-16T00:00:00.000000", + "2002-04-17T00:00:00.000000", + "2002-04-18T00:00:00.000000", + "2002-04-19T00:00:00.000000", + "2002-04-22T00:00:00.000000", + "2002-04-23T00:00:00.000000", + "2002-04-24T00:00:00.000000", + "2002-04-25T00:00:00.000000", + "2002-04-26T00:00:00.000000", + "2002-04-29T00:00:00.000000", + "2002-04-30T00:00:00.000000", + "2002-05-01T00:00:00.000000", + "2002-05-02T00:00:00.000000", + "2002-05-03T00:00:00.000000", + "2002-05-06T00:00:00.000000", + "2002-05-07T00:00:00.000000", + "2002-05-08T00:00:00.000000", + "2002-05-09T00:00:00.000000", + "2002-05-10T00:00:00.000000", + "2002-05-13T00:00:00.000000", + "2002-05-14T00:00:00.000000", + "2002-05-15T00:00:00.000000", + "2002-05-16T00:00:00.000000", + "2002-05-17T00:00:00.000000", + "2002-05-20T00:00:00.000000", + "2002-05-21T00:00:00.000000", + "2002-05-22T00:00:00.000000", + "2002-05-23T00:00:00.000000", + "2002-05-24T00:00:00.000000", + "2002-05-27T00:00:00.000000", + "2002-05-28T00:00:00.000000", + "2002-05-29T00:00:00.000000", + "2002-05-30T00:00:00.000000", + "2002-05-31T00:00:00.000000", + "2002-06-03T00:00:00.000000", + "2002-06-04T00:00:00.000000", + "2002-06-05T00:00:00.000000", + "2002-06-06T00:00:00.000000", + "2002-06-07T00:00:00.000000", + "2002-06-10T00:00:00.000000", + "2002-06-11T00:00:00.000000", + "2002-06-12T00:00:00.000000", + "2002-06-13T00:00:00.000000", + "2002-06-14T00:00:00.000000", + "2002-06-17T00:00:00.000000", + "2002-06-18T00:00:00.000000", + "2002-06-19T00:00:00.000000", + "2002-06-20T00:00:00.000000", + "2002-06-21T00:00:00.000000", + "2002-06-24T00:00:00.000000", + "2002-06-25T00:00:00.000000", + "2002-06-26T00:00:00.000000", + "2002-06-27T00:00:00.000000", + "2002-06-28T00:00:00.000000", + "2002-07-01T00:00:00.000000", + "2002-07-02T00:00:00.000000", + "2002-07-03T00:00:00.000000", + "2002-07-04T00:00:00.000000", + "2002-07-05T00:00:00.000000", + "2002-07-08T00:00:00.000000", + "2002-07-09T00:00:00.000000", + "2002-07-10T00:00:00.000000", + "2002-07-11T00:00:00.000000", + "2002-07-12T00:00:00.000000", + "2002-07-15T00:00:00.000000", + "2002-07-16T00:00:00.000000", + "2002-07-17T00:00:00.000000", + "2002-07-18T00:00:00.000000", + "2002-07-19T00:00:00.000000", + "2002-07-22T00:00:00.000000", + "2002-07-23T00:00:00.000000", + "2002-07-24T00:00:00.000000", + "2002-07-25T00:00:00.000000", + "2002-07-26T00:00:00.000000", + "2002-07-29T00:00:00.000000", + "2002-07-30T00:00:00.000000", + "2002-07-31T00:00:00.000000", + "2002-08-01T00:00:00.000000", + "2002-08-02T00:00:00.000000", + "2002-08-05T00:00:00.000000", + "2002-08-06T00:00:00.000000", + "2002-08-07T00:00:00.000000", + "2002-08-08T00:00:00.000000", + "2002-08-09T00:00:00.000000", + "2002-08-12T00:00:00.000000", + "2002-08-13T00:00:00.000000", + "2002-08-14T00:00:00.000000", + "2002-08-15T00:00:00.000000", + "2002-08-16T00:00:00.000000", + "2002-08-19T00:00:00.000000", + "2002-08-20T00:00:00.000000", + "2002-08-21T00:00:00.000000", + "2002-08-22T00:00:00.000000", + "2002-08-23T00:00:00.000000", + "2002-08-26T00:00:00.000000", + "2002-08-27T00:00:00.000000", + "2002-08-28T00:00:00.000000", + "2002-08-29T00:00:00.000000", + "2002-08-30T00:00:00.000000", + "2002-09-02T00:00:00.000000", + "2002-09-03T00:00:00.000000", + "2002-09-04T00:00:00.000000", + "2002-09-05T00:00:00.000000", + "2002-09-06T00:00:00.000000", + "2002-09-09T00:00:00.000000", + "2002-09-10T00:00:00.000000", + "2002-09-11T00:00:00.000000", + "2002-09-12T00:00:00.000000", + "2002-09-13T00:00:00.000000", + "2002-09-16T00:00:00.000000", + "2002-09-17T00:00:00.000000", + "2002-09-18T00:00:00.000000", + "2002-09-19T00:00:00.000000", + "2002-09-20T00:00:00.000000", + "2002-09-23T00:00:00.000000", + "2002-09-24T00:00:00.000000", + "2002-09-25T00:00:00.000000", + "2002-09-26T00:00:00.000000", + "2002-09-27T00:00:00.000000", + "2002-09-30T00:00:00.000000", + "2002-10-01T00:00:00.000000", + "2002-10-02T00:00:00.000000", + "2002-10-03T00:00:00.000000", + "2002-10-04T00:00:00.000000", + "2002-10-07T00:00:00.000000", + "2002-10-08T00:00:00.000000", + "2002-10-09T00:00:00.000000", + "2002-10-10T00:00:00.000000", + "2002-10-11T00:00:00.000000", + "2002-10-14T00:00:00.000000", + "2002-10-15T00:00:00.000000", + "2002-10-16T00:00:00.000000", + "2002-10-17T00:00:00.000000", + "2002-10-18T00:00:00.000000", + "2002-10-21T00:00:00.000000", + "2002-10-22T00:00:00.000000", + "2002-10-23T00:00:00.000000", + "2002-10-24T00:00:00.000000", + "2002-10-25T00:00:00.000000", + "2002-10-28T00:00:00.000000", + "2002-10-29T00:00:00.000000", + "2002-10-30T00:00:00.000000", + "2002-10-31T00:00:00.000000", + "2002-11-01T00:00:00.000000", + "2002-11-04T00:00:00.000000", + "2002-11-05T00:00:00.000000", + "2002-11-06T00:00:00.000000", + "2002-11-07T00:00:00.000000", + "2002-11-08T00:00:00.000000", + "2002-11-11T00:00:00.000000", + "2002-11-12T00:00:00.000000", + "2002-11-13T00:00:00.000000", + "2002-11-14T00:00:00.000000", + "2002-11-15T00:00:00.000000", + "2002-11-18T00:00:00.000000", + "2002-11-19T00:00:00.000000", + "2002-11-20T00:00:00.000000", + "2002-11-21T00:00:00.000000", + "2002-11-22T00:00:00.000000", + "2002-11-25T00:00:00.000000", + "2002-11-26T00:00:00.000000", + "2002-11-27T00:00:00.000000", + "2002-11-28T00:00:00.000000", + "2002-11-29T00:00:00.000000", + "2002-12-02T00:00:00.000000", + "2002-12-03T00:00:00.000000", + "2002-12-04T00:00:00.000000", + "2002-12-05T00:00:00.000000", + "2002-12-06T00:00:00.000000", + "2002-12-09T00:00:00.000000", + "2002-12-10T00:00:00.000000", + "2002-12-11T00:00:00.000000", + "2002-12-12T00:00:00.000000", + "2002-12-13T00:00:00.000000", + "2002-12-16T00:00:00.000000", + "2002-12-17T00:00:00.000000", + "2002-12-18T00:00:00.000000", + "2002-12-19T00:00:00.000000", + "2002-12-20T00:00:00.000000", + "2002-12-23T00:00:00.000000", + "2002-12-24T00:00:00.000000", + "2002-12-25T00:00:00.000000", + "2002-12-26T00:00:00.000000", + "2002-12-27T00:00:00.000000", + "2002-12-30T00:00:00.000000", + "2002-12-31T00:00:00.000000", + "2003-01-01T00:00:00.000000", + "2003-01-02T00:00:00.000000", + "2003-01-03T00:00:00.000000", + "2003-01-06T00:00:00.000000", + "2003-01-07T00:00:00.000000", + "2003-01-08T00:00:00.000000", + "2003-01-09T00:00:00.000000", + "2003-01-10T00:00:00.000000", + "2003-01-13T00:00:00.000000", + "2003-01-14T00:00:00.000000", + "2003-01-15T00:00:00.000000", + "2003-01-16T00:00:00.000000", + "2003-01-17T00:00:00.000000", + "2003-01-20T00:00:00.000000", + "2003-01-21T00:00:00.000000", + "2003-01-22T00:00:00.000000", + "2003-01-23T00:00:00.000000", + "2003-01-24T00:00:00.000000", + "2003-01-27T00:00:00.000000", + "2003-01-28T00:00:00.000000", + "2003-01-29T00:00:00.000000", + "2003-01-30T00:00:00.000000", + "2003-01-31T00:00:00.000000", + "2003-02-03T00:00:00.000000", + "2003-02-04T00:00:00.000000", + "2003-02-05T00:00:00.000000", + "2003-02-06T00:00:00.000000", + "2003-02-07T00:00:00.000000", + "2003-02-10T00:00:00.000000", + "2003-02-11T00:00:00.000000", + "2003-02-12T00:00:00.000000", + "2003-02-13T00:00:00.000000", + "2003-02-14T00:00:00.000000", + "2003-02-17T00:00:00.000000", + "2003-02-18T00:00:00.000000", + "2003-02-19T00:00:00.000000", + "2003-02-20T00:00:00.000000", + "2003-02-21T00:00:00.000000", + "2003-02-24T00:00:00.000000", + "2003-02-25T00:00:00.000000", + "2003-02-26T00:00:00.000000", + "2003-02-27T00:00:00.000000", + "2003-02-28T00:00:00.000000", + "2003-03-03T00:00:00.000000", + "2003-03-04T00:00:00.000000", + "2003-03-05T00:00:00.000000", + "2003-03-06T00:00:00.000000", + "2003-03-07T00:00:00.000000", + "2003-03-10T00:00:00.000000", + "2003-03-11T00:00:00.000000", + "2003-03-12T00:00:00.000000", + "2003-03-13T00:00:00.000000", + "2003-03-14T00:00:00.000000", + "2003-03-17T00:00:00.000000", + "2003-03-18T00:00:00.000000", + "2003-03-19T00:00:00.000000", + "2003-03-20T00:00:00.000000", + "2003-03-21T00:00:00.000000", + "2003-03-24T00:00:00.000000", + "2003-03-25T00:00:00.000000", + "2003-03-26T00:00:00.000000", + "2003-03-27T00:00:00.000000", + "2003-03-28T00:00:00.000000", + "2003-03-31T00:00:00.000000", + "2003-04-01T00:00:00.000000", + "2003-04-02T00:00:00.000000", + "2003-04-03T00:00:00.000000", + "2003-04-04T00:00:00.000000", + "2003-04-07T00:00:00.000000", + "2003-04-08T00:00:00.000000", + "2003-04-09T00:00:00.000000", + "2003-04-10T00:00:00.000000", + "2003-04-11T00:00:00.000000", + "2003-04-14T00:00:00.000000", + "2003-04-15T00:00:00.000000", + "2003-04-16T00:00:00.000000", + "2003-04-17T00:00:00.000000", + "2003-04-18T00:00:00.000000", + "2003-04-21T00:00:00.000000", + "2003-04-22T00:00:00.000000", + "2003-04-23T00:00:00.000000", + "2003-04-24T00:00:00.000000", + "2003-04-25T00:00:00.000000", + "2003-04-28T00:00:00.000000", + "2003-04-29T00:00:00.000000", + "2003-04-30T00:00:00.000000", + "2003-05-01T00:00:00.000000", + "2003-05-02T00:00:00.000000", + "2003-05-05T00:00:00.000000", + "2003-05-06T00:00:00.000000", + "2003-05-07T00:00:00.000000", + "2003-05-08T00:00:00.000000", + "2003-05-09T00:00:00.000000", + "2003-05-12T00:00:00.000000", + "2003-05-13T00:00:00.000000", + "2003-05-14T00:00:00.000000", + "2003-05-15T00:00:00.000000", + "2003-05-16T00:00:00.000000", + "2003-05-19T00:00:00.000000", + "2003-05-20T00:00:00.000000", + "2003-05-21T00:00:00.000000", + "2003-05-22T00:00:00.000000", + "2003-05-23T00:00:00.000000", + "2003-05-26T00:00:00.000000", + "2003-05-27T00:00:00.000000", + "2003-05-28T00:00:00.000000", + "2003-05-29T00:00:00.000000", + "2003-05-30T00:00:00.000000", + "2003-06-02T00:00:00.000000", + "2003-06-03T00:00:00.000000", + "2003-06-04T00:00:00.000000", + "2003-06-05T00:00:00.000000", + "2003-06-06T00:00:00.000000", + "2003-06-09T00:00:00.000000", + "2003-06-10T00:00:00.000000", + "2003-06-11T00:00:00.000000", + "2003-06-12T00:00:00.000000", + "2003-06-13T00:00:00.000000", + "2003-06-16T00:00:00.000000", + "2003-06-17T00:00:00.000000", + "2003-06-18T00:00:00.000000", + "2003-06-19T00:00:00.000000", + "2003-06-20T00:00:00.000000", + "2003-06-23T00:00:00.000000", + "2003-06-24T00:00:00.000000", + "2003-06-25T00:00:00.000000", + "2003-06-26T00:00:00.000000", + "2003-06-27T00:00:00.000000", + "2003-06-30T00:00:00.000000", + "2003-07-01T00:00:00.000000", + "2003-07-02T00:00:00.000000", + "2003-07-03T00:00:00.000000", + "2003-07-04T00:00:00.000000", + "2003-07-07T00:00:00.000000", + "2003-07-08T00:00:00.000000", + "2003-07-09T00:00:00.000000", + "2003-07-10T00:00:00.000000", + "2003-07-11T00:00:00.000000", + "2003-07-14T00:00:00.000000", + "2003-07-15T00:00:00.000000", + "2003-07-16T00:00:00.000000", + "2003-07-17T00:00:00.000000", + "2003-07-18T00:00:00.000000", + "2003-07-21T00:00:00.000000", + "2003-07-22T00:00:00.000000", + "2003-07-23T00:00:00.000000", + "2003-07-24T00:00:00.000000", + "2003-07-25T00:00:00.000000", + "2003-07-28T00:00:00.000000", + "2003-07-29T00:00:00.000000", + "2003-07-30T00:00:00.000000", + "2003-07-31T00:00:00.000000", + "2003-08-01T00:00:00.000000", + "2003-08-04T00:00:00.000000", + "2003-08-05T00:00:00.000000", + "2003-08-06T00:00:00.000000", + "2003-08-07T00:00:00.000000", + "2003-08-08T00:00:00.000000", + "2003-08-11T00:00:00.000000", + "2003-08-12T00:00:00.000000", + "2003-08-13T00:00:00.000000", + "2003-08-14T00:00:00.000000", + "2003-08-15T00:00:00.000000", + "2003-08-18T00:00:00.000000", + "2003-08-19T00:00:00.000000", + "2003-08-20T00:00:00.000000", + "2003-08-21T00:00:00.000000", + "2003-08-22T00:00:00.000000", + "2003-08-25T00:00:00.000000", + "2003-08-26T00:00:00.000000", + "2003-08-27T00:00:00.000000", + "2003-08-28T00:00:00.000000", + "2003-08-29T00:00:00.000000", + "2003-09-01T00:00:00.000000", + "2003-09-02T00:00:00.000000", + "2003-09-03T00:00:00.000000", + "2003-09-04T00:00:00.000000", + "2003-09-05T00:00:00.000000", + "2003-09-08T00:00:00.000000", + "2003-09-09T00:00:00.000000", + "2003-09-10T00:00:00.000000", + "2003-09-11T00:00:00.000000", + "2003-09-12T00:00:00.000000", + "2003-09-15T00:00:00.000000", + "2003-09-16T00:00:00.000000", + "2003-09-17T00:00:00.000000", + "2003-09-18T00:00:00.000000", + "2003-09-19T00:00:00.000000", + "2003-09-22T00:00:00.000000", + "2003-09-23T00:00:00.000000", + "2003-09-24T00:00:00.000000", + "2003-09-25T00:00:00.000000", + "2003-09-26T00:00:00.000000", + "2003-09-29T00:00:00.000000", + "2003-09-30T00:00:00.000000", + "2003-10-01T00:00:00.000000", + "2003-10-02T00:00:00.000000", + "2003-10-03T00:00:00.000000", + "2003-10-06T00:00:00.000000", + "2003-10-07T00:00:00.000000", + "2003-10-08T00:00:00.000000", + "2003-10-09T00:00:00.000000", + "2003-10-10T00:00:00.000000", + "2003-10-13T00:00:00.000000", + "2003-10-14T00:00:00.000000", + "2003-10-15T00:00:00.000000", + "2003-10-16T00:00:00.000000", + "2003-10-17T00:00:00.000000", + "2003-10-20T00:00:00.000000", + "2003-10-21T00:00:00.000000", + "2003-10-22T00:00:00.000000", + "2003-10-23T00:00:00.000000", + "2003-10-24T00:00:00.000000", + "2003-10-27T00:00:00.000000", + "2003-10-28T00:00:00.000000", + "2003-10-29T00:00:00.000000", + "2003-10-30T00:00:00.000000", + "2003-10-31T00:00:00.000000", + "2003-11-03T00:00:00.000000", + "2003-11-04T00:00:00.000000", + "2003-11-05T00:00:00.000000", + "2003-11-06T00:00:00.000000", + "2003-11-07T00:00:00.000000", + "2003-11-10T00:00:00.000000", + "2003-11-11T00:00:00.000000", + "2003-11-12T00:00:00.000000", + "2003-11-13T00:00:00.000000", + "2003-11-14T00:00:00.000000", + "2003-11-17T00:00:00.000000", + "2003-11-18T00:00:00.000000", + "2003-11-19T00:00:00.000000", + "2003-11-20T00:00:00.000000", + "2003-11-21T00:00:00.000000", + "2003-11-24T00:00:00.000000", + "2003-11-25T00:00:00.000000", + "2003-11-26T00:00:00.000000", + "2003-11-27T00:00:00.000000", + "2003-11-28T00:00:00.000000", + "2003-12-01T00:00:00.000000", + "2003-12-02T00:00:00.000000", + "2003-12-03T00:00:00.000000", + "2003-12-04T00:00:00.000000", + "2003-12-05T00:00:00.000000", + "2003-12-08T00:00:00.000000", + "2003-12-09T00:00:00.000000", + "2003-12-10T00:00:00.000000", + "2003-12-11T00:00:00.000000", + "2003-12-12T00:00:00.000000", + "2003-12-15T00:00:00.000000", + "2003-12-16T00:00:00.000000", + "2003-12-17T00:00:00.000000", + "2003-12-18T00:00:00.000000", + "2003-12-19T00:00:00.000000", + "2003-12-22T00:00:00.000000", + "2003-12-23T00:00:00.000000", + "2003-12-24T00:00:00.000000", + "2003-12-25T00:00:00.000000", + "2003-12-26T00:00:00.000000", + "2003-12-29T00:00:00.000000", + "2003-12-30T00:00:00.000000", + "2003-12-31T00:00:00.000000", + "2004-01-01T00:00:00.000000", + "2004-01-02T00:00:00.000000", + "2004-01-05T00:00:00.000000", + "2004-01-06T00:00:00.000000", + "2004-01-07T00:00:00.000000", + "2004-01-08T00:00:00.000000", + "2004-01-09T00:00:00.000000", + "2004-01-12T00:00:00.000000", + "2004-01-13T00:00:00.000000", + "2004-01-14T00:00:00.000000", + "2004-01-15T00:00:00.000000", + "2004-01-16T00:00:00.000000", + "2004-01-19T00:00:00.000000", + "2004-01-20T00:00:00.000000", + "2004-01-21T00:00:00.000000", + "2004-01-22T00:00:00.000000", + "2004-01-23T00:00:00.000000", + "2004-01-26T00:00:00.000000", + "2004-01-27T00:00:00.000000", + "2004-01-28T00:00:00.000000", + "2004-01-29T00:00:00.000000", + "2004-01-30T00:00:00.000000", + "2004-02-02T00:00:00.000000", + "2004-02-03T00:00:00.000000", + "2004-02-04T00:00:00.000000", + "2004-02-05T00:00:00.000000", + "2004-02-06T00:00:00.000000", + "2004-02-09T00:00:00.000000", + "2004-02-10T00:00:00.000000", + "2004-02-11T00:00:00.000000", + "2004-02-12T00:00:00.000000", + "2004-02-13T00:00:00.000000", + "2004-02-16T00:00:00.000000", + "2004-02-17T00:00:00.000000", + "2004-02-18T00:00:00.000000", + "2004-02-19T00:00:00.000000", + "2004-02-20T00:00:00.000000", + "2004-02-23T00:00:00.000000", + "2004-02-24T00:00:00.000000", + "2004-02-25T00:00:00.000000", + "2004-02-26T00:00:00.000000", + "2004-02-27T00:00:00.000000", + "2004-03-01T00:00:00.000000", + "2004-03-02T00:00:00.000000", + "2004-03-03T00:00:00.000000", + "2004-03-04T00:00:00.000000", + "2004-03-05T00:00:00.000000", + "2004-03-08T00:00:00.000000", + "2004-03-09T00:00:00.000000", + "2004-03-10T00:00:00.000000", + "2004-03-11T00:00:00.000000", + "2004-03-12T00:00:00.000000", + "2004-03-15T00:00:00.000000", + "2004-03-16T00:00:00.000000", + "2004-03-17T00:00:00.000000", + "2004-03-18T00:00:00.000000", + "2004-03-19T00:00:00.000000", + "2004-03-22T00:00:00.000000", + "2004-03-23T00:00:00.000000", + "2004-03-24T00:00:00.000000", + "2004-03-25T00:00:00.000000", + "2004-03-26T00:00:00.000000", + "2004-03-29T00:00:00.000000", + "2004-03-30T00:00:00.000000", + "2004-03-31T00:00:00.000000", + "2004-04-01T00:00:00.000000", + "2004-04-02T00:00:00.000000", + "2004-04-05T00:00:00.000000", + "2004-04-06T00:00:00.000000", + "2004-04-07T00:00:00.000000", + "2004-04-08T00:00:00.000000", + "2004-04-09T00:00:00.000000", + "2004-04-12T00:00:00.000000", + "2004-04-13T00:00:00.000000", + "2004-04-14T00:00:00.000000", + "2004-04-15T00:00:00.000000", + "2004-04-16T00:00:00.000000", + "2004-04-19T00:00:00.000000", + "2004-04-20T00:00:00.000000", + "2004-04-21T00:00:00.000000", + "2004-04-22T00:00:00.000000", + "2004-04-23T00:00:00.000000", + "2004-04-26T00:00:00.000000", + "2004-04-27T00:00:00.000000", + "2004-04-28T00:00:00.000000", + "2004-04-29T00:00:00.000000", + "2004-04-30T00:00:00.000000", + "2004-05-03T00:00:00.000000", + "2004-05-04T00:00:00.000000", + "2004-05-05T00:00:00.000000", + "2004-05-06T00:00:00.000000", + "2004-05-07T00:00:00.000000", + "2004-05-10T00:00:00.000000", + "2004-05-11T00:00:00.000000", + "2004-05-12T00:00:00.000000", + "2004-05-13T00:00:00.000000", + "2004-05-14T00:00:00.000000", + "2004-05-17T00:00:00.000000", + "2004-05-18T00:00:00.000000", + "2004-05-19T00:00:00.000000", + "2004-05-20T00:00:00.000000", + "2004-05-21T00:00:00.000000", + "2004-05-24T00:00:00.000000", + "2004-05-25T00:00:00.000000", + "2004-05-26T00:00:00.000000", + "2004-05-27T00:00:00.000000", + "2004-05-28T00:00:00.000000", + "2004-05-31T00:00:00.000000", + "2004-06-01T00:00:00.000000", + "2004-06-02T00:00:00.000000", + "2004-06-03T00:00:00.000000", + "2004-06-04T00:00:00.000000", + "2004-06-07T00:00:00.000000", + "2004-06-08T00:00:00.000000", + "2004-06-09T00:00:00.000000", + "2004-06-10T00:00:00.000000", + "2004-06-11T00:00:00.000000", + "2004-06-14T00:00:00.000000", + "2004-06-15T00:00:00.000000", + "2004-06-16T00:00:00.000000", + "2004-06-17T00:00:00.000000", + "2004-06-18T00:00:00.000000", + "2004-06-21T00:00:00.000000", + "2004-06-22T00:00:00.000000", + "2004-06-23T00:00:00.000000", + "2004-06-24T00:00:00.000000", + "2004-06-25T00:00:00.000000", + "2004-06-28T00:00:00.000000", + "2004-06-29T00:00:00.000000", + "2004-06-30T00:00:00.000000", + "2004-07-01T00:00:00.000000", + "2004-07-02T00:00:00.000000", + "2004-07-05T00:00:00.000000", + "2004-07-06T00:00:00.000000", + "2004-07-07T00:00:00.000000", + "2004-07-08T00:00:00.000000", + "2004-07-09T00:00:00.000000", + "2004-07-12T00:00:00.000000", + "2004-07-13T00:00:00.000000", + "2004-07-14T00:00:00.000000", + "2004-07-15T00:00:00.000000", + "2004-07-16T00:00:00.000000", + "2004-07-19T00:00:00.000000", + "2004-07-20T00:00:00.000000", + "2004-07-21T00:00:00.000000", + "2004-07-22T00:00:00.000000", + "2004-07-23T00:00:00.000000", + "2004-07-26T00:00:00.000000", + "2004-07-27T00:00:00.000000", + "2004-07-28T00:00:00.000000", + "2004-07-29T00:00:00.000000", + "2004-07-30T00:00:00.000000", + "2004-08-02T00:00:00.000000", + "2004-08-03T00:00:00.000000", + "2004-08-04T00:00:00.000000", + "2004-08-05T00:00:00.000000", + "2004-08-06T00:00:00.000000", + "2004-08-09T00:00:00.000000", + "2004-08-10T00:00:00.000000", + "2004-08-11T00:00:00.000000", + "2004-08-12T00:00:00.000000", + "2004-08-13T00:00:00.000000", + "2004-08-16T00:00:00.000000", + "2004-08-17T00:00:00.000000", + "2004-08-18T00:00:00.000000", + "2004-08-19T00:00:00.000000", + "2004-08-20T00:00:00.000000", + "2004-08-23T00:00:00.000000", + "2004-08-24T00:00:00.000000", + "2004-08-25T00:00:00.000000", + "2004-08-26T00:00:00.000000", + "2004-08-27T00:00:00.000000", + "2004-08-30T00:00:00.000000", + "2004-08-31T00:00:00.000000", + "2004-09-01T00:00:00.000000", + "2004-09-02T00:00:00.000000", + "2004-09-03T00:00:00.000000", + "2004-09-06T00:00:00.000000", + "2004-09-07T00:00:00.000000", + "2004-09-08T00:00:00.000000", + "2004-09-09T00:00:00.000000", + "2004-09-10T00:00:00.000000", + "2004-09-13T00:00:00.000000", + "2004-09-14T00:00:00.000000", + "2004-09-15T00:00:00.000000", + "2004-09-16T00:00:00.000000", + "2004-09-17T00:00:00.000000", + "2004-09-20T00:00:00.000000", + "2004-09-21T00:00:00.000000", + "2004-09-22T00:00:00.000000", + "2004-09-23T00:00:00.000000", + "2004-09-24T00:00:00.000000", + "2004-09-27T00:00:00.000000", + "2004-09-28T00:00:00.000000", + "2004-09-29T00:00:00.000000", + "2004-09-30T00:00:00.000000", + "2004-10-01T00:00:00.000000", + "2004-10-04T00:00:00.000000", + "2004-10-05T00:00:00.000000", + "2004-10-06T00:00:00.000000", + "2004-10-07T00:00:00.000000", + "2004-10-08T00:00:00.000000", + "2004-10-11T00:00:00.000000", + "2004-10-12T00:00:00.000000", + "2004-10-13T00:00:00.000000", + "2004-10-14T00:00:00.000000", + "2004-10-15T00:00:00.000000", + "2004-10-18T00:00:00.000000", + "2004-10-19T00:00:00.000000", + "2004-10-20T00:00:00.000000", + "2004-10-21T00:00:00.000000", + "2004-10-22T00:00:00.000000", + "2004-10-25T00:00:00.000000", + "2004-10-26T00:00:00.000000", + "2004-10-27T00:00:00.000000", + "2004-10-28T00:00:00.000000", + "2004-10-29T00:00:00.000000", + "2004-11-01T00:00:00.000000", + "2004-11-02T00:00:00.000000", + "2004-11-03T00:00:00.000000", + "2004-11-04T00:00:00.000000", + "2004-11-05T00:00:00.000000", + "2004-11-08T00:00:00.000000", + "2004-11-09T00:00:00.000000", + "2004-11-10T00:00:00.000000", + "2004-11-11T00:00:00.000000", + "2004-11-12T00:00:00.000000", + "2004-11-15T00:00:00.000000", + "2004-11-16T00:00:00.000000", + "2004-11-17T00:00:00.000000", + "2004-11-18T00:00:00.000000", + "2004-11-19T00:00:00.000000", + "2004-11-22T00:00:00.000000", + "2004-11-23T00:00:00.000000", + "2004-11-24T00:00:00.000000", + "2004-11-25T00:00:00.000000", + "2004-11-26T00:00:00.000000", + "2004-11-29T00:00:00.000000", + "2004-11-30T00:00:00.000000", + "2004-12-01T00:00:00.000000", + "2004-12-02T00:00:00.000000", + "2004-12-03T00:00:00.000000", + "2004-12-06T00:00:00.000000", + "2004-12-07T00:00:00.000000", + "2004-12-08T00:00:00.000000", + "2004-12-09T00:00:00.000000", + "2004-12-10T00:00:00.000000", + "2004-12-13T00:00:00.000000", + "2004-12-14T00:00:00.000000", + "2004-12-15T00:00:00.000000", + "2004-12-16T00:00:00.000000", + "2004-12-17T00:00:00.000000", + "2004-12-20T00:00:00.000000", + "2004-12-21T00:00:00.000000", + "2004-12-22T00:00:00.000000", + "2004-12-23T00:00:00.000000", + "2004-12-24T00:00:00.000000", + "2004-12-27T00:00:00.000000", + "2004-12-28T00:00:00.000000", + "2004-12-29T00:00:00.000000", + "2004-12-30T00:00:00.000000", + "2004-12-31T00:00:00.000000", + "2005-01-03T00:00:00.000000", + "2005-01-04T00:00:00.000000", + "2005-01-05T00:00:00.000000", + "2005-01-06T00:00:00.000000", + "2005-01-07T00:00:00.000000", + "2005-01-10T00:00:00.000000", + "2005-01-11T00:00:00.000000", + "2005-01-12T00:00:00.000000", + "2005-01-13T00:00:00.000000", + "2005-01-14T00:00:00.000000", + "2005-01-17T00:00:00.000000", + "2005-01-18T00:00:00.000000", + "2005-01-19T00:00:00.000000", + "2005-01-20T00:00:00.000000", + "2005-01-21T00:00:00.000000", + "2005-01-24T00:00:00.000000", + "2005-01-25T00:00:00.000000", + "2005-01-26T00:00:00.000000", + "2005-01-27T00:00:00.000000", + "2005-01-28T00:00:00.000000", + "2005-01-31T00:00:00.000000", + "2005-02-01T00:00:00.000000", + "2005-02-02T00:00:00.000000", + "2005-02-03T00:00:00.000000", + "2005-02-04T00:00:00.000000", + "2005-02-07T00:00:00.000000", + "2005-02-08T00:00:00.000000", + "2005-02-09T00:00:00.000000", + "2005-02-10T00:00:00.000000", + "2005-02-11T00:00:00.000000", + "2005-02-14T00:00:00.000000", + "2005-02-15T00:00:00.000000", + "2005-02-16T00:00:00.000000", + "2005-02-17T00:00:00.000000", + "2005-02-18T00:00:00.000000", + "2005-02-21T00:00:00.000000", + "2005-02-22T00:00:00.000000", + "2005-02-23T00:00:00.000000", + "2005-02-24T00:00:00.000000", + "2005-02-25T00:00:00.000000", + "2005-02-28T00:00:00.000000", + "2005-03-01T00:00:00.000000", + "2005-03-02T00:00:00.000000", + "2005-03-03T00:00:00.000000", + "2005-03-04T00:00:00.000000", + "2005-03-07T00:00:00.000000", + "2005-03-08T00:00:00.000000", + "2005-03-09T00:00:00.000000", + "2005-03-10T00:00:00.000000", + "2005-03-11T00:00:00.000000", + "2005-03-14T00:00:00.000000", + "2005-03-15T00:00:00.000000", + "2005-03-16T00:00:00.000000", + "2005-03-17T00:00:00.000000", + "2005-03-18T00:00:00.000000", + "2005-03-21T00:00:00.000000", + "2005-03-22T00:00:00.000000", + "2005-03-23T00:00:00.000000", + "2005-03-24T00:00:00.000000", + "2005-03-25T00:00:00.000000", + "2005-03-28T00:00:00.000000", + "2005-03-29T00:00:00.000000", + "2005-03-30T00:00:00.000000", + "2005-03-31T00:00:00.000000", + "2005-04-01T00:00:00.000000", + "2005-04-04T00:00:00.000000", + "2005-04-05T00:00:00.000000", + "2005-04-06T00:00:00.000000", + "2005-04-07T00:00:00.000000", + "2005-04-08T00:00:00.000000", + "2005-04-11T00:00:00.000000", + "2005-04-12T00:00:00.000000", + "2005-04-13T00:00:00.000000", + "2005-04-14T00:00:00.000000", + "2005-04-15T00:00:00.000000", + "2005-04-18T00:00:00.000000", + "2005-04-19T00:00:00.000000", + "2005-04-20T00:00:00.000000", + "2005-04-21T00:00:00.000000", + "2005-04-22T00:00:00.000000", + "2005-04-25T00:00:00.000000", + "2005-04-26T00:00:00.000000", + "2005-04-27T00:00:00.000000", + "2005-04-28T00:00:00.000000", + "2005-04-29T00:00:00.000000", + "2005-05-02T00:00:00.000000", + "2005-05-03T00:00:00.000000", + "2005-05-04T00:00:00.000000", + "2005-05-05T00:00:00.000000", + "2005-05-06T00:00:00.000000", + "2005-05-09T00:00:00.000000", + "2005-05-10T00:00:00.000000", + "2005-05-11T00:00:00.000000", + "2005-05-12T00:00:00.000000", + "2005-05-13T00:00:00.000000", + "2005-05-16T00:00:00.000000", + "2005-05-17T00:00:00.000000", + "2005-05-18T00:00:00.000000", + "2005-05-19T00:00:00.000000", + "2005-05-20T00:00:00.000000", + "2005-05-23T00:00:00.000000", + "2005-05-24T00:00:00.000000", + "2005-05-25T00:00:00.000000", + "2005-05-26T00:00:00.000000", + "2005-05-27T00:00:00.000000", + "2005-05-30T00:00:00.000000", + "2005-05-31T00:00:00.000000", + "2005-06-01T00:00:00.000000", + "2005-06-02T00:00:00.000000", + "2005-06-03T00:00:00.000000", + "2005-06-06T00:00:00.000000", + "2005-06-07T00:00:00.000000", + "2005-06-08T00:00:00.000000", + "2005-06-09T00:00:00.000000", + "2005-06-10T00:00:00.000000", + "2005-06-13T00:00:00.000000", + "2005-06-14T00:00:00.000000", + "2005-06-15T00:00:00.000000", + "2005-06-16T00:00:00.000000", + "2005-06-17T00:00:00.000000", + "2005-06-20T00:00:00.000000", + "2005-06-21T00:00:00.000000", + "2005-06-22T00:00:00.000000", + "2005-06-23T00:00:00.000000", + "2005-06-24T00:00:00.000000", + "2005-06-27T00:00:00.000000", + "2005-06-28T00:00:00.000000", + "2005-06-29T00:00:00.000000", + "2005-06-30T00:00:00.000000", + "2005-07-01T00:00:00.000000", + "2005-07-04T00:00:00.000000", + "2005-07-05T00:00:00.000000", + "2005-07-06T00:00:00.000000", + "2005-07-07T00:00:00.000000", + "2005-07-08T00:00:00.000000", + "2005-07-11T00:00:00.000000", + "2005-07-12T00:00:00.000000", + "2005-07-13T00:00:00.000000", + "2005-07-14T00:00:00.000000", + "2005-07-15T00:00:00.000000", + "2005-07-18T00:00:00.000000", + "2005-07-19T00:00:00.000000", + "2005-07-20T00:00:00.000000", + "2005-07-21T00:00:00.000000", + "2005-07-22T00:00:00.000000", + "2005-07-25T00:00:00.000000", + "2005-07-26T00:00:00.000000", + "2005-07-27T00:00:00.000000", + "2005-07-28T00:00:00.000000", + "2005-07-29T00:00:00.000000", + "2005-08-01T00:00:00.000000", + "2005-08-02T00:00:00.000000", + "2005-08-03T00:00:00.000000", + "2005-08-04T00:00:00.000000", + "2005-08-05T00:00:00.000000", + "2005-08-08T00:00:00.000000", + "2005-08-09T00:00:00.000000", + "2005-08-10T00:00:00.000000", + "2005-08-11T00:00:00.000000", + "2005-08-12T00:00:00.000000", + "2005-08-15T00:00:00.000000", + "2005-08-16T00:00:00.000000", + "2005-08-17T00:00:00.000000", + "2005-08-18T00:00:00.000000", + "2005-08-19T00:00:00.000000", + "2005-08-22T00:00:00.000000", + "2005-08-23T00:00:00.000000", + "2005-08-24T00:00:00.000000", + "2005-08-25T00:00:00.000000", + "2005-08-26T00:00:00.000000", + "2005-08-29T00:00:00.000000", + "2005-08-30T00:00:00.000000", + "2005-08-31T00:00:00.000000", + "2005-09-01T00:00:00.000000", + "2005-09-02T00:00:00.000000", + "2005-09-05T00:00:00.000000", + "2005-09-06T00:00:00.000000", + "2005-09-07T00:00:00.000000", + "2005-09-08T00:00:00.000000", + "2005-09-09T00:00:00.000000", + "2005-09-12T00:00:00.000000", + "2005-09-13T00:00:00.000000", + "2005-09-14T00:00:00.000000", + "2005-09-15T00:00:00.000000", + "2005-09-16T00:00:00.000000", + "2005-09-19T00:00:00.000000", + "2005-09-20T00:00:00.000000", + "2005-09-21T00:00:00.000000", + "2005-09-22T00:00:00.000000", + "2005-09-23T00:00:00.000000", + "2005-09-26T00:00:00.000000", + "2005-09-27T00:00:00.000000", + "2005-09-28T00:00:00.000000", + "2005-09-29T00:00:00.000000", + "2005-09-30T00:00:00.000000", + "2005-10-03T00:00:00.000000", + "2005-10-04T00:00:00.000000", + "2005-10-05T00:00:00.000000", + "2005-10-06T00:00:00.000000", + "2005-10-07T00:00:00.000000", + "2005-10-10T00:00:00.000000", + "2005-10-11T00:00:00.000000", + "2005-10-12T00:00:00.000000", + "2005-10-13T00:00:00.000000", + "2005-10-14T00:00:00.000000", + "2005-10-17T00:00:00.000000", + "2005-10-18T00:00:00.000000", + "2005-10-19T00:00:00.000000", + "2005-10-20T00:00:00.000000", + "2005-10-21T00:00:00.000000", + "2005-10-24T00:00:00.000000", + "2005-10-25T00:00:00.000000", + "2005-10-26T00:00:00.000000", + "2005-10-27T00:00:00.000000", + "2005-10-28T00:00:00.000000", + "2005-10-31T00:00:00.000000", + "2005-11-01T00:00:00.000000", + "2005-11-02T00:00:00.000000", + "2005-11-03T00:00:00.000000", + "2005-11-04T00:00:00.000000", + "2005-11-07T00:00:00.000000", + "2005-11-08T00:00:00.000000", + "2005-11-09T00:00:00.000000", + "2005-11-10T00:00:00.000000", + "2005-11-11T00:00:00.000000", + "2005-11-14T00:00:00.000000", + "2005-11-15T00:00:00.000000", + "2005-11-16T00:00:00.000000", + "2005-11-17T00:00:00.000000", + "2005-11-18T00:00:00.000000", + "2005-11-21T00:00:00.000000", + "2005-11-22T00:00:00.000000", + "2005-11-23T00:00:00.000000", + "2005-11-24T00:00:00.000000", + "2005-11-25T00:00:00.000000", + "2005-11-28T00:00:00.000000", + "2005-11-29T00:00:00.000000", + "2005-11-30T00:00:00.000000", + "2005-12-01T00:00:00.000000", + "2005-12-02T00:00:00.000000", + "2005-12-05T00:00:00.000000", + "2005-12-06T00:00:00.000000", + "2005-12-07T00:00:00.000000", + "2005-12-08T00:00:00.000000", + "2005-12-09T00:00:00.000000", + "2005-12-12T00:00:00.000000", + "2005-12-13T00:00:00.000000", + "2005-12-14T00:00:00.000000", + "2005-12-15T00:00:00.000000", + "2005-12-16T00:00:00.000000", + "2005-12-19T00:00:00.000000", + "2005-12-20T00:00:00.000000", + "2005-12-21T00:00:00.000000", + "2005-12-22T00:00:00.000000", + "2005-12-23T00:00:00.000000", + "2005-12-26T00:00:00.000000", + "2005-12-27T00:00:00.000000", + "2005-12-28T00:00:00.000000", + "2005-12-29T00:00:00.000000", + "2005-12-30T00:00:00.000000", + "2006-01-02T00:00:00.000000", + "2006-01-03T00:00:00.000000", + "2006-01-04T00:00:00.000000", + "2006-01-05T00:00:00.000000", + "2006-01-06T00:00:00.000000", + "2006-01-09T00:00:00.000000", + "2006-01-10T00:00:00.000000", + "2006-01-11T00:00:00.000000", + "2006-01-12T00:00:00.000000", + "2006-01-13T00:00:00.000000", + "2006-01-16T00:00:00.000000", + "2006-01-17T00:00:00.000000", + "2006-01-18T00:00:00.000000", + "2006-01-19T00:00:00.000000", + "2006-01-20T00:00:00.000000", + "2006-01-23T00:00:00.000000", + "2006-01-24T00:00:00.000000", + "2006-01-25T00:00:00.000000", + "2006-01-26T00:00:00.000000", + "2006-01-27T00:00:00.000000", + "2006-01-30T00:00:00.000000", + "2006-01-31T00:00:00.000000", + "2006-02-01T00:00:00.000000", + "2006-02-02T00:00:00.000000", + "2006-02-03T00:00:00.000000", + "2006-02-06T00:00:00.000000", + "2006-02-07T00:00:00.000000", + "2006-02-08T00:00:00.000000", + "2006-02-09T00:00:00.000000", + "2006-02-10T00:00:00.000000", + "2006-02-13T00:00:00.000000", + "2006-02-14T00:00:00.000000", + "2006-02-15T00:00:00.000000", + "2006-02-16T00:00:00.000000", + "2006-02-17T00:00:00.000000", + "2006-02-20T00:00:00.000000", + "2006-02-21T00:00:00.000000", + "2006-02-22T00:00:00.000000", + "2006-02-23T00:00:00.000000", + "2006-02-24T00:00:00.000000", + "2006-02-27T00:00:00.000000", + "2006-02-28T00:00:00.000000", + "2006-03-01T00:00:00.000000", + "2006-03-02T00:00:00.000000", + "2006-03-03T00:00:00.000000", + "2006-03-06T00:00:00.000000", + "2006-03-07T00:00:00.000000", + "2006-03-08T00:00:00.000000", + "2006-03-09T00:00:00.000000", + "2006-03-10T00:00:00.000000", + "2006-03-13T00:00:00.000000", + "2006-03-14T00:00:00.000000", + "2006-03-15T00:00:00.000000", + "2006-03-16T00:00:00.000000", + "2006-03-17T00:00:00.000000", + "2006-03-20T00:00:00.000000", + "2006-03-21T00:00:00.000000", + "2006-03-22T00:00:00.000000", + "2006-03-23T00:00:00.000000", + "2006-03-24T00:00:00.000000", + "2006-03-27T00:00:00.000000", + "2006-03-28T00:00:00.000000", + "2006-03-29T00:00:00.000000", + "2006-03-30T00:00:00.000000", + "2006-03-31T00:00:00.000000", + "2006-04-03T00:00:00.000000", + "2006-04-04T00:00:00.000000", + "2006-04-05T00:00:00.000000", + "2006-04-06T00:00:00.000000", + "2006-04-07T00:00:00.000000", + "2006-04-10T00:00:00.000000", + "2006-04-11T00:00:00.000000", + "2006-04-12T00:00:00.000000", + "2006-04-13T00:00:00.000000", + "2006-04-14T00:00:00.000000", + "2006-04-17T00:00:00.000000", + "2006-04-18T00:00:00.000000", + "2006-04-19T00:00:00.000000", + "2006-04-20T00:00:00.000000", + "2006-04-21T00:00:00.000000", + "2006-04-24T00:00:00.000000", + "2006-04-25T00:00:00.000000", + "2006-04-26T00:00:00.000000", + "2006-04-27T00:00:00.000000", + "2006-04-28T00:00:00.000000", + "2006-05-01T00:00:00.000000", + "2006-05-02T00:00:00.000000", + "2006-05-03T00:00:00.000000", + "2006-05-04T00:00:00.000000", + "2006-05-05T00:00:00.000000", + "2006-05-08T00:00:00.000000", + "2006-05-09T00:00:00.000000", + "2006-05-10T00:00:00.000000", + "2006-05-11T00:00:00.000000", + "2006-05-12T00:00:00.000000", + "2006-05-15T00:00:00.000000", + "2006-05-16T00:00:00.000000", + "2006-05-17T00:00:00.000000", + "2006-05-18T00:00:00.000000", + "2006-05-19T00:00:00.000000", + "2006-05-22T00:00:00.000000", + "2006-05-23T00:00:00.000000", + "2006-05-24T00:00:00.000000", + "2006-05-25T00:00:00.000000", + "2006-05-26T00:00:00.000000", + "2006-05-29T00:00:00.000000", + "2006-05-30T00:00:00.000000", + "2006-05-31T00:00:00.000000", + "2006-06-01T00:00:00.000000", + "2006-06-02T00:00:00.000000", + "2006-06-05T00:00:00.000000", + "2006-06-06T00:00:00.000000", + "2006-06-07T00:00:00.000000", + "2006-06-08T00:00:00.000000", + "2006-06-09T00:00:00.000000", + "2006-06-12T00:00:00.000000", + "2006-06-13T00:00:00.000000", + "2006-06-14T00:00:00.000000", + "2006-06-15T00:00:00.000000", + "2006-06-16T00:00:00.000000", + "2006-06-19T00:00:00.000000", + "2006-06-20T00:00:00.000000", + "2006-06-21T00:00:00.000000", + "2006-06-22T00:00:00.000000", + "2006-06-23T00:00:00.000000", + "2006-06-26T00:00:00.000000", + "2006-06-27T00:00:00.000000", + "2006-06-28T00:00:00.000000", + "2006-06-29T00:00:00.000000", + "2006-06-30T00:00:00.000000", + "2006-07-03T00:00:00.000000", + "2006-07-04T00:00:00.000000", + "2006-07-05T00:00:00.000000", + "2006-07-06T00:00:00.000000", + "2006-07-07T00:00:00.000000", + "2006-07-10T00:00:00.000000", + "2006-07-11T00:00:00.000000", + "2006-07-12T00:00:00.000000", + "2006-07-13T00:00:00.000000", + "2006-07-14T00:00:00.000000", + "2006-07-17T00:00:00.000000", + "2006-07-18T00:00:00.000000", + "2006-07-19T00:00:00.000000", + "2006-07-20T00:00:00.000000", + "2006-07-21T00:00:00.000000", + "2006-07-24T00:00:00.000000", + "2006-07-25T00:00:00.000000", + "2006-07-26T00:00:00.000000", + "2006-07-27T00:00:00.000000", + "2006-07-28T00:00:00.000000", + "2006-07-31T00:00:00.000000", + "2006-08-01T00:00:00.000000", + "2006-08-02T00:00:00.000000", + "2006-08-03T00:00:00.000000", + "2006-08-04T00:00:00.000000", + "2006-08-07T00:00:00.000000", + "2006-08-08T00:00:00.000000", + "2006-08-09T00:00:00.000000", + "2006-08-10T00:00:00.000000", + "2006-08-11T00:00:00.000000", + "2006-08-14T00:00:00.000000", + "2006-08-15T00:00:00.000000", + "2006-08-16T00:00:00.000000", + "2006-08-17T00:00:00.000000", + "2006-08-18T00:00:00.000000", + "2006-08-21T00:00:00.000000", + "2006-08-22T00:00:00.000000", + "2006-08-23T00:00:00.000000", + "2006-08-24T00:00:00.000000", + "2006-08-25T00:00:00.000000", + "2006-08-28T00:00:00.000000", + "2006-08-29T00:00:00.000000", + "2006-08-30T00:00:00.000000", + "2006-08-31T00:00:00.000000", + "2006-09-01T00:00:00.000000", + "2006-09-04T00:00:00.000000", + "2006-09-05T00:00:00.000000", + "2006-09-06T00:00:00.000000", + "2006-09-07T00:00:00.000000", + "2006-09-08T00:00:00.000000", + "2006-09-11T00:00:00.000000", + "2006-09-12T00:00:00.000000", + "2006-09-13T00:00:00.000000", + "2006-09-14T00:00:00.000000", + "2006-09-15T00:00:00.000000", + "2006-09-18T00:00:00.000000", + "2006-09-19T00:00:00.000000", + "2006-09-20T00:00:00.000000", + "2006-09-21T00:00:00.000000", + "2006-09-22T00:00:00.000000", + "2006-09-25T00:00:00.000000", + "2006-09-26T00:00:00.000000", + "2006-09-27T00:00:00.000000", + "2006-09-28T00:00:00.000000", + "2006-09-29T00:00:00.000000", + "2006-10-02T00:00:00.000000", + "2006-10-03T00:00:00.000000", + "2006-10-04T00:00:00.000000", + "2006-10-05T00:00:00.000000", + "2006-10-06T00:00:00.000000", + "2006-10-09T00:00:00.000000", + "2006-10-10T00:00:00.000000", + "2006-10-11T00:00:00.000000", + "2006-10-12T00:00:00.000000", + "2006-10-13T00:00:00.000000", + "2006-10-16T00:00:00.000000", + "2006-10-17T00:00:00.000000", + "2006-10-18T00:00:00.000000", + "2006-10-19T00:00:00.000000", + "2006-10-20T00:00:00.000000", + "2006-10-23T00:00:00.000000", + "2006-10-24T00:00:00.000000", + "2006-10-25T00:00:00.000000", + "2006-10-26T00:00:00.000000", + "2006-10-27T00:00:00.000000", + "2006-10-30T00:00:00.000000", + "2006-10-31T00:00:00.000000", + "2006-11-01T00:00:00.000000", + "2006-11-02T00:00:00.000000", + "2006-11-03T00:00:00.000000", + "2006-11-06T00:00:00.000000", + "2006-11-07T00:00:00.000000", + "2006-11-08T00:00:00.000000", + "2006-11-09T00:00:00.000000", + "2006-11-10T00:00:00.000000", + "2006-11-13T00:00:00.000000", + "2006-11-14T00:00:00.000000", + "2006-11-15T00:00:00.000000", + "2006-11-16T00:00:00.000000", + "2006-11-17T00:00:00.000000", + "2006-11-20T00:00:00.000000", + "2006-11-21T00:00:00.000000", + "2006-11-22T00:00:00.000000", + "2006-11-23T00:00:00.000000", + "2006-11-24T00:00:00.000000", + "2006-11-27T00:00:00.000000", + "2006-11-28T00:00:00.000000", + "2006-11-29T00:00:00.000000", + "2006-11-30T00:00:00.000000", + "2006-12-01T00:00:00.000000", + "2006-12-04T00:00:00.000000", + "2006-12-05T00:00:00.000000", + "2006-12-06T00:00:00.000000", + "2006-12-07T00:00:00.000000", + "2006-12-08T00:00:00.000000", + "2006-12-11T00:00:00.000000", + "2006-12-12T00:00:00.000000", + "2006-12-13T00:00:00.000000", + "2006-12-14T00:00:00.000000", + "2006-12-15T00:00:00.000000", + "2006-12-18T00:00:00.000000", + "2006-12-19T00:00:00.000000", + "2006-12-20T00:00:00.000000", + "2006-12-21T00:00:00.000000", + "2006-12-22T00:00:00.000000", + "2006-12-25T00:00:00.000000", + "2006-12-26T00:00:00.000000", + "2006-12-27T00:00:00.000000", + "2006-12-28T00:00:00.000000", + "2006-12-29T00:00:00.000000", + "2007-01-01T00:00:00.000000", + "2007-01-02T00:00:00.000000", + "2007-01-03T00:00:00.000000", + "2007-01-04T00:00:00.000000", + "2007-01-05T00:00:00.000000", + "2007-01-08T00:00:00.000000", + "2007-01-09T00:00:00.000000", + "2007-01-10T00:00:00.000000", + "2007-01-11T00:00:00.000000", + "2007-01-12T00:00:00.000000", + "2007-01-15T00:00:00.000000", + "2007-01-16T00:00:00.000000", + "2007-01-17T00:00:00.000000", + "2007-01-18T00:00:00.000000", + "2007-01-19T00:00:00.000000", + "2007-01-22T00:00:00.000000", + "2007-01-23T00:00:00.000000", + "2007-01-24T00:00:00.000000", + "2007-01-25T00:00:00.000000", + "2007-01-26T00:00:00.000000", + "2007-01-29T00:00:00.000000", + "2007-01-30T00:00:00.000000", + "2007-01-31T00:00:00.000000", + "2007-02-01T00:00:00.000000", + "2007-02-02T00:00:00.000000", + "2007-02-05T00:00:00.000000", + "2007-02-06T00:00:00.000000", + "2007-02-07T00:00:00.000000", + "2007-02-08T00:00:00.000000", + "2007-02-09T00:00:00.000000", + "2007-02-12T00:00:00.000000", + "2007-02-13T00:00:00.000000", + "2007-02-14T00:00:00.000000", + "2007-02-15T00:00:00.000000", + "2007-02-16T00:00:00.000000", + "2007-02-19T00:00:00.000000", + "2007-02-20T00:00:00.000000", + "2007-02-21T00:00:00.000000", + "2007-02-22T00:00:00.000000", + "2007-02-23T00:00:00.000000", + "2007-02-26T00:00:00.000000", + "2007-02-27T00:00:00.000000", + "2007-02-28T00:00:00.000000", + "2007-03-01T00:00:00.000000", + "2007-03-02T00:00:00.000000", + "2007-03-05T00:00:00.000000", + "2007-03-06T00:00:00.000000", + "2007-03-07T00:00:00.000000", + "2007-03-08T00:00:00.000000", + "2007-03-09T00:00:00.000000", + "2007-03-12T00:00:00.000000", + "2007-03-13T00:00:00.000000", + "2007-03-14T00:00:00.000000", + "2007-03-15T00:00:00.000000", + "2007-03-16T00:00:00.000000", + "2007-03-19T00:00:00.000000", + "2007-03-20T00:00:00.000000", + "2007-03-21T00:00:00.000000", + "2007-03-22T00:00:00.000000", + "2007-03-23T00:00:00.000000", + "2007-03-26T00:00:00.000000", + "2007-03-27T00:00:00.000000", + "2007-03-28T00:00:00.000000", + "2007-03-29T00:00:00.000000", + "2007-03-30T00:00:00.000000", + "2007-04-02T00:00:00.000000", + "2007-04-03T00:00:00.000000", + "2007-04-04T00:00:00.000000", + "2007-04-05T00:00:00.000000", + "2007-04-06T00:00:00.000000", + "2007-04-09T00:00:00.000000", + "2007-04-10T00:00:00.000000", + "2007-04-11T00:00:00.000000", + "2007-04-12T00:00:00.000000", + "2007-04-13T00:00:00.000000", + "2007-04-16T00:00:00.000000", + "2007-04-17T00:00:00.000000", + "2007-04-18T00:00:00.000000", + "2007-04-19T00:00:00.000000", + "2007-04-20T00:00:00.000000", + "2007-04-23T00:00:00.000000", + "2007-04-24T00:00:00.000000", + "2007-04-25T00:00:00.000000", + "2007-04-26T00:00:00.000000", + "2007-04-27T00:00:00.000000", + "2007-04-30T00:00:00.000000", + "2007-05-01T00:00:00.000000", + "2007-05-02T00:00:00.000000", + "2007-05-03T00:00:00.000000", + "2007-05-04T00:00:00.000000", + "2007-05-07T00:00:00.000000", + "2007-05-08T00:00:00.000000", + "2007-05-09T00:00:00.000000", + "2007-05-10T00:00:00.000000", + "2007-05-11T00:00:00.000000", + "2007-05-14T00:00:00.000000", + "2007-05-15T00:00:00.000000", + "2007-05-16T00:00:00.000000", + "2007-05-17T00:00:00.000000", + "2007-05-18T00:00:00.000000", + "2007-05-21T00:00:00.000000", + "2007-05-22T00:00:00.000000", + "2007-05-23T00:00:00.000000", + "2007-05-24T00:00:00.000000", + "2007-05-25T00:00:00.000000", + "2007-05-28T00:00:00.000000", + "2007-05-29T00:00:00.000000", + "2007-05-30T00:00:00.000000", + "2007-05-31T00:00:00.000000", + "2007-06-01T00:00:00.000000", + "2007-06-04T00:00:00.000000", + "2007-06-05T00:00:00.000000", + "2007-06-06T00:00:00.000000", + "2007-06-07T00:00:00.000000", + "2007-06-08T00:00:00.000000", + "2007-06-11T00:00:00.000000", + "2007-06-12T00:00:00.000000", + "2007-06-13T00:00:00.000000", + "2007-06-14T00:00:00.000000", + "2007-06-15T00:00:00.000000", + "2007-06-18T00:00:00.000000", + "2007-06-19T00:00:00.000000", + "2007-06-20T00:00:00.000000", + "2007-06-21T00:00:00.000000", + "2007-06-22T00:00:00.000000", + "2007-06-25T00:00:00.000000", + "2007-06-26T00:00:00.000000", + "2007-06-27T00:00:00.000000", + "2007-06-28T00:00:00.000000", + "2007-06-29T00:00:00.000000", + "2007-07-02T00:00:00.000000", + "2007-07-03T00:00:00.000000", + "2007-07-04T00:00:00.000000", + "2007-07-05T00:00:00.000000", + "2007-07-06T00:00:00.000000", + "2007-07-09T00:00:00.000000", + "2007-07-10T00:00:00.000000", + "2007-07-11T00:00:00.000000", + "2007-07-12T00:00:00.000000", + "2007-07-13T00:00:00.000000", + "2007-07-16T00:00:00.000000", + "2007-07-17T00:00:00.000000", + "2007-07-18T00:00:00.000000", + "2007-07-19T00:00:00.000000", + "2007-07-20T00:00:00.000000", + "2007-07-23T00:00:00.000000", + "2007-07-24T00:00:00.000000", + "2007-07-25T00:00:00.000000", + "2007-07-26T00:00:00.000000", + "2007-07-27T00:00:00.000000", + "2007-07-30T00:00:00.000000", + "2007-07-31T00:00:00.000000", + "2007-08-01T00:00:00.000000", + "2007-08-02T00:00:00.000000", + "2007-08-03T00:00:00.000000", + "2007-08-06T00:00:00.000000", + "2007-08-07T00:00:00.000000", + "2007-08-08T00:00:00.000000", + "2007-08-09T00:00:00.000000", + "2007-08-10T00:00:00.000000", + "2007-08-13T00:00:00.000000", + "2007-08-14T00:00:00.000000", + "2007-08-15T00:00:00.000000", + "2007-08-16T00:00:00.000000", + "2007-08-17T00:00:00.000000", + "2007-08-20T00:00:00.000000", + "2007-08-21T00:00:00.000000", + "2007-08-22T00:00:00.000000", + "2007-08-23T00:00:00.000000", + "2007-08-24T00:00:00.000000", + "2007-08-27T00:00:00.000000", + "2007-08-28T00:00:00.000000", + "2007-08-29T00:00:00.000000", + "2007-08-30T00:00:00.000000", + "2007-08-31T00:00:00.000000", + "2007-09-03T00:00:00.000000", + "2007-09-04T00:00:00.000000", + "2007-09-05T00:00:00.000000", + "2007-09-06T00:00:00.000000", + "2007-09-07T00:00:00.000000", + "2007-09-10T00:00:00.000000", + "2007-09-11T00:00:00.000000", + "2007-09-12T00:00:00.000000", + "2007-09-13T00:00:00.000000", + "2007-09-14T00:00:00.000000", + "2007-09-17T00:00:00.000000", + "2007-09-18T00:00:00.000000", + "2007-09-19T00:00:00.000000", + "2007-09-20T00:00:00.000000", + "2007-09-21T00:00:00.000000", + "2007-09-24T00:00:00.000000", + "2007-09-25T00:00:00.000000", + "2007-09-26T00:00:00.000000", + "2007-09-27T00:00:00.000000", + "2007-09-28T00:00:00.000000", + "2007-10-01T00:00:00.000000", + "2007-10-02T00:00:00.000000", + "2007-10-03T00:00:00.000000", + "2007-10-04T00:00:00.000000", + "2007-10-05T00:00:00.000000", + "2007-10-08T00:00:00.000000", + "2007-10-09T00:00:00.000000", + "2007-10-10T00:00:00.000000", + "2007-10-11T00:00:00.000000", + "2007-10-12T00:00:00.000000", + "2007-10-15T00:00:00.000000", + "2007-10-16T00:00:00.000000", + "2007-10-17T00:00:00.000000", + "2007-10-18T00:00:00.000000", + "2007-10-19T00:00:00.000000", + "2007-10-22T00:00:00.000000", + "2007-10-23T00:00:00.000000", + "2007-10-24T00:00:00.000000", + "2007-10-25T00:00:00.000000", + "2007-10-26T00:00:00.000000", + "2007-10-29T00:00:00.000000", + "2007-10-30T00:00:00.000000", + "2007-10-31T00:00:00.000000", + "2007-11-01T00:00:00.000000", + "2007-11-02T00:00:00.000000", + "2007-11-05T00:00:00.000000", + "2007-11-06T00:00:00.000000", + "2007-11-07T00:00:00.000000", + "2007-11-08T00:00:00.000000", + "2007-11-09T00:00:00.000000", + "2007-11-12T00:00:00.000000", + "2007-11-13T00:00:00.000000", + "2007-11-14T00:00:00.000000", + "2007-11-15T00:00:00.000000", + "2007-11-16T00:00:00.000000", + "2007-11-19T00:00:00.000000", + "2007-11-20T00:00:00.000000", + "2007-11-21T00:00:00.000000", + "2007-11-22T00:00:00.000000", + "2007-11-23T00:00:00.000000", + "2007-11-26T00:00:00.000000", + "2007-11-27T00:00:00.000000", + "2007-11-28T00:00:00.000000", + "2007-11-29T00:00:00.000000", + "2007-11-30T00:00:00.000000", + "2007-12-03T00:00:00.000000", + "2007-12-04T00:00:00.000000", + "2007-12-05T00:00:00.000000", + "2007-12-06T00:00:00.000000", + "2007-12-07T00:00:00.000000", + "2007-12-10T00:00:00.000000", + "2007-12-11T00:00:00.000000", + "2007-12-12T00:00:00.000000", + "2007-12-13T00:00:00.000000", + "2007-12-14T00:00:00.000000", + "2007-12-17T00:00:00.000000", + "2007-12-18T00:00:00.000000", + "2007-12-19T00:00:00.000000", + "2007-12-20T00:00:00.000000", + "2007-12-21T00:00:00.000000", + "2007-12-24T00:00:00.000000", + "2007-12-25T00:00:00.000000", + "2007-12-26T00:00:00.000000", + "2007-12-27T00:00:00.000000", + "2007-12-28T00:00:00.000000", + "2007-12-31T00:00:00.000000", + "2008-01-01T00:00:00.000000", + "2008-01-02T00:00:00.000000", + "2008-01-03T00:00:00.000000", + "2008-01-04T00:00:00.000000", + "2008-01-07T00:00:00.000000", + "2008-01-08T00:00:00.000000", + "2008-01-09T00:00:00.000000", + "2008-01-10T00:00:00.000000", + "2008-01-11T00:00:00.000000", + "2008-01-14T00:00:00.000000", + "2008-01-15T00:00:00.000000", + "2008-01-16T00:00:00.000000", + "2008-01-17T00:00:00.000000", + "2008-01-18T00:00:00.000000", + "2008-01-21T00:00:00.000000", + "2008-01-22T00:00:00.000000", + "2008-01-23T00:00:00.000000", + "2008-01-24T00:00:00.000000", + "2008-01-25T00:00:00.000000", + "2008-01-28T00:00:00.000000", + "2008-01-29T00:00:00.000000", + "2008-01-30T00:00:00.000000", + "2008-01-31T00:00:00.000000", + "2008-02-01T00:00:00.000000", + "2008-02-04T00:00:00.000000", + "2008-02-05T00:00:00.000000", + "2008-02-06T00:00:00.000000", + "2008-02-07T00:00:00.000000", + "2008-02-08T00:00:00.000000", + "2008-02-11T00:00:00.000000", + "2008-02-12T00:00:00.000000", + "2008-02-13T00:00:00.000000", + "2008-02-14T00:00:00.000000", + "2008-02-15T00:00:00.000000", + "2008-02-18T00:00:00.000000", + "2008-02-19T00:00:00.000000", + "2008-02-20T00:00:00.000000", + "2008-02-21T00:00:00.000000", + "2008-02-22T00:00:00.000000", + "2008-02-25T00:00:00.000000", + "2008-02-26T00:00:00.000000", + "2008-02-27T00:00:00.000000", + "2008-02-28T00:00:00.000000", + "2008-02-29T00:00:00.000000", + "2008-03-03T00:00:00.000000", + "2008-03-04T00:00:00.000000", + "2008-03-05T00:00:00.000000", + "2008-03-06T00:00:00.000000", + "2008-03-07T00:00:00.000000", + "2008-03-10T00:00:00.000000", + "2008-03-11T00:00:00.000000", + "2008-03-12T00:00:00.000000", + "2008-03-13T00:00:00.000000", + "2008-03-14T00:00:00.000000", + "2008-03-17T00:00:00.000000", + "2008-03-18T00:00:00.000000", + "2008-03-19T00:00:00.000000", + "2008-03-20T00:00:00.000000", + "2008-03-21T00:00:00.000000", + "2008-03-24T00:00:00.000000", + "2008-03-25T00:00:00.000000", + "2008-03-26T00:00:00.000000", + "2008-03-27T00:00:00.000000", + "2008-03-28T00:00:00.000000", + "2008-03-31T00:00:00.000000", + "2008-04-01T00:00:00.000000", + "2008-04-02T00:00:00.000000", + "2008-04-03T00:00:00.000000", + "2008-04-04T00:00:00.000000", + "2008-04-07T00:00:00.000000", + "2008-04-08T00:00:00.000000", + "2008-04-09T00:00:00.000000", + "2008-04-10T00:00:00.000000", + "2008-04-11T00:00:00.000000", + "2008-04-14T00:00:00.000000", + "2008-04-15T00:00:00.000000", + "2008-04-16T00:00:00.000000", + "2008-04-17T00:00:00.000000", + "2008-04-18T00:00:00.000000", + "2008-04-21T00:00:00.000000", + "2008-04-22T00:00:00.000000", + "2008-04-23T00:00:00.000000", + "2008-04-24T00:00:00.000000", + "2008-04-25T00:00:00.000000", + "2008-04-28T00:00:00.000000", + "2008-04-29T00:00:00.000000", + "2008-04-30T00:00:00.000000", + "2008-05-01T00:00:00.000000", + "2008-05-02T00:00:00.000000", + "2008-05-05T00:00:00.000000", + "2008-05-06T00:00:00.000000", + "2008-05-07T00:00:00.000000", + "2008-05-08T00:00:00.000000", + "2008-05-09T00:00:00.000000", + "2008-05-12T00:00:00.000000", + "2008-05-13T00:00:00.000000", + "2008-05-14T00:00:00.000000", + "2008-05-15T00:00:00.000000", + "2008-05-16T00:00:00.000000", + "2008-05-19T00:00:00.000000", + "2008-05-20T00:00:00.000000", + "2008-05-21T00:00:00.000000", + "2008-05-22T00:00:00.000000", + "2008-05-23T00:00:00.000000", + "2008-05-26T00:00:00.000000", + "2008-05-27T00:00:00.000000", + "2008-05-28T00:00:00.000000", + "2008-05-29T00:00:00.000000", + "2008-05-30T00:00:00.000000", + "2008-06-02T00:00:00.000000", + "2008-06-03T00:00:00.000000", + "2008-06-04T00:00:00.000000", + "2008-06-05T00:00:00.000000", + "2008-06-06T00:00:00.000000", + "2008-06-09T00:00:00.000000", + "2008-06-10T00:00:00.000000", + "2008-06-11T00:00:00.000000", + "2008-06-12T00:00:00.000000", + "2008-06-13T00:00:00.000000", + "2008-06-16T00:00:00.000000", + "2008-06-17T00:00:00.000000", + "2008-06-18T00:00:00.000000", + "2008-06-19T00:00:00.000000", + "2008-06-20T00:00:00.000000", + "2008-06-23T00:00:00.000000", + "2008-06-24T00:00:00.000000", + "2008-06-25T00:00:00.000000", + "2008-06-26T00:00:00.000000", + "2008-06-27T00:00:00.000000", + "2008-06-30T00:00:00.000000", + "2008-07-01T00:00:00.000000", + "2008-07-02T00:00:00.000000", + "2008-07-03T00:00:00.000000", + "2008-07-04T00:00:00.000000", + "2008-07-07T00:00:00.000000", + "2008-07-08T00:00:00.000000", + "2008-07-09T00:00:00.000000", + "2008-07-10T00:00:00.000000", + "2008-07-11T00:00:00.000000", + "2008-07-14T00:00:00.000000", + "2008-07-15T00:00:00.000000", + "2008-07-16T00:00:00.000000", + "2008-07-17T00:00:00.000000", + "2008-07-18T00:00:00.000000", + "2008-07-21T00:00:00.000000", + "2008-07-22T00:00:00.000000", + "2008-07-23T00:00:00.000000", + "2008-07-24T00:00:00.000000", + "2008-07-25T00:00:00.000000", + "2008-07-28T00:00:00.000000", + "2008-07-29T00:00:00.000000", + "2008-07-30T00:00:00.000000", + "2008-07-31T00:00:00.000000", + "2008-08-01T00:00:00.000000", + "2008-08-04T00:00:00.000000", + "2008-08-05T00:00:00.000000", + "2008-08-06T00:00:00.000000", + "2008-08-07T00:00:00.000000", + "2008-08-08T00:00:00.000000", + "2008-08-11T00:00:00.000000", + "2008-08-12T00:00:00.000000", + "2008-08-13T00:00:00.000000", + "2008-08-14T00:00:00.000000", + "2008-08-15T00:00:00.000000", + "2008-08-18T00:00:00.000000", + "2008-08-19T00:00:00.000000", + "2008-08-20T00:00:00.000000", + "2008-08-21T00:00:00.000000", + "2008-08-22T00:00:00.000000", + "2008-08-25T00:00:00.000000", + "2008-08-26T00:00:00.000000", + "2008-08-27T00:00:00.000000", + "2008-08-28T00:00:00.000000", + "2008-08-29T00:00:00.000000", + "2008-09-01T00:00:00.000000", + "2008-09-02T00:00:00.000000", + "2008-09-03T00:00:00.000000", + "2008-09-04T00:00:00.000000", + "2008-09-05T00:00:00.000000", + "2008-09-08T00:00:00.000000", + "2008-09-09T00:00:00.000000", + "2008-09-10T00:00:00.000000", + "2008-09-11T00:00:00.000000", + "2008-09-12T00:00:00.000000", + "2008-09-15T00:00:00.000000", + "2008-09-16T00:00:00.000000", + "2008-09-17T00:00:00.000000", + "2008-09-18T00:00:00.000000", + "2008-09-19T00:00:00.000000", + "2008-09-22T00:00:00.000000", + "2008-09-23T00:00:00.000000", + "2008-09-24T00:00:00.000000", + "2008-09-25T00:00:00.000000", + "2008-09-26T00:00:00.000000", + "2008-09-29T00:00:00.000000", + "2008-09-30T00:00:00.000000", + "2008-10-01T00:00:00.000000", + "2008-10-02T00:00:00.000000", + "2008-10-03T00:00:00.000000", + "2008-10-06T00:00:00.000000", + "2008-10-07T00:00:00.000000", + "2008-10-08T00:00:00.000000", + "2008-10-09T00:00:00.000000", + "2008-10-10T00:00:00.000000", + "2008-10-13T00:00:00.000000", + "2008-10-14T00:00:00.000000", + "2008-10-15T00:00:00.000000", + "2008-10-16T00:00:00.000000", + "2008-10-17T00:00:00.000000", + "2008-10-20T00:00:00.000000", + "2008-10-21T00:00:00.000000", + "2008-10-22T00:00:00.000000", + "2008-10-23T00:00:00.000000", + "2008-10-24T00:00:00.000000", + "2008-10-27T00:00:00.000000", + "2008-10-28T00:00:00.000000", + "2008-10-29T00:00:00.000000", + "2008-10-30T00:00:00.000000", + "2008-10-31T00:00:00.000000", + "2008-11-03T00:00:00.000000", + "2008-11-04T00:00:00.000000", + "2008-11-05T00:00:00.000000", + "2008-11-06T00:00:00.000000", + "2008-11-07T00:00:00.000000", + "2008-11-10T00:00:00.000000", + "2008-11-11T00:00:00.000000", + "2008-11-12T00:00:00.000000", + "2008-11-13T00:00:00.000000", + "2008-11-14T00:00:00.000000", + "2008-11-17T00:00:00.000000", + "2008-11-18T00:00:00.000000", + "2008-11-19T00:00:00.000000", + "2008-11-20T00:00:00.000000", + "2008-11-21T00:00:00.000000", + "2008-11-24T00:00:00.000000", + "2008-11-25T00:00:00.000000", + "2008-11-26T00:00:00.000000", + "2008-11-27T00:00:00.000000", + "2008-11-28T00:00:00.000000", + "2008-12-01T00:00:00.000000", + "2008-12-02T00:00:00.000000", + "2008-12-03T00:00:00.000000", + "2008-12-04T00:00:00.000000", + "2008-12-05T00:00:00.000000", + "2008-12-08T00:00:00.000000", + "2008-12-09T00:00:00.000000", + "2008-12-10T00:00:00.000000", + "2008-12-11T00:00:00.000000", + "2008-12-12T00:00:00.000000", + "2008-12-15T00:00:00.000000", + "2008-12-16T00:00:00.000000", + "2008-12-17T00:00:00.000000", + "2008-12-18T00:00:00.000000", + "2008-12-19T00:00:00.000000", + "2008-12-22T00:00:00.000000", + "2008-12-23T00:00:00.000000", + "2008-12-24T00:00:00.000000", + "2008-12-25T00:00:00.000000", + "2008-12-26T00:00:00.000000", + "2008-12-29T00:00:00.000000", + "2008-12-30T00:00:00.000000", + "2008-12-31T00:00:00.000000", + "2009-01-01T00:00:00.000000", + "2009-01-02T00:00:00.000000", + "2009-01-05T00:00:00.000000", + "2009-01-06T00:00:00.000000", + "2009-01-07T00:00:00.000000", + "2009-01-08T00:00:00.000000", + "2009-01-09T00:00:00.000000", + "2009-01-12T00:00:00.000000", + "2009-01-13T00:00:00.000000", + "2009-01-14T00:00:00.000000", + "2009-01-15T00:00:00.000000", + "2009-01-16T00:00:00.000000", + "2009-01-19T00:00:00.000000", + "2009-01-20T00:00:00.000000", + "2009-01-21T00:00:00.000000", + "2009-01-22T00:00:00.000000", + "2009-01-23T00:00:00.000000", + "2009-01-26T00:00:00.000000", + "2009-01-27T00:00:00.000000", + "2009-01-28T00:00:00.000000", + "2009-01-29T00:00:00.000000", + "2009-01-30T00:00:00.000000", + "2009-02-02T00:00:00.000000", + "2009-02-03T00:00:00.000000", + "2009-02-04T00:00:00.000000", + "2009-02-05T00:00:00.000000", + "2009-02-06T00:00:00.000000", + "2009-02-09T00:00:00.000000", + "2009-02-10T00:00:00.000000", + "2009-02-11T00:00:00.000000", + "2009-02-12T00:00:00.000000", + "2009-02-13T00:00:00.000000", + "2009-02-16T00:00:00.000000", + "2009-02-17T00:00:00.000000", + "2009-02-18T00:00:00.000000", + "2009-02-19T00:00:00.000000", + "2009-02-20T00:00:00.000000", + "2009-02-23T00:00:00.000000", + "2009-02-24T00:00:00.000000", + "2009-02-25T00:00:00.000000", + "2009-02-26T00:00:00.000000", + "2009-02-27T00:00:00.000000", + "2009-03-02T00:00:00.000000", + "2009-03-03T00:00:00.000000", + "2009-03-04T00:00:00.000000", + "2009-03-05T00:00:00.000000", + "2009-03-06T00:00:00.000000", + "2009-03-09T00:00:00.000000", + "2009-03-10T00:00:00.000000", + "2009-03-11T00:00:00.000000", + "2009-03-12T00:00:00.000000", + "2009-03-13T00:00:00.000000", + "2009-03-16T00:00:00.000000", + "2009-03-17T00:00:00.000000", + "2009-03-18T00:00:00.000000", + "2009-03-19T00:00:00.000000", + "2009-03-20T00:00:00.000000", + "2009-03-23T00:00:00.000000", + "2009-03-24T00:00:00.000000", + "2009-03-25T00:00:00.000000", + "2009-03-26T00:00:00.000000", + "2009-03-27T00:00:00.000000", + "2009-03-30T00:00:00.000000", + "2009-03-31T00:00:00.000000", + "2009-04-01T00:00:00.000000", + "2009-04-02T00:00:00.000000", + "2009-04-03T00:00:00.000000", + "2009-04-06T00:00:00.000000", + "2009-04-07T00:00:00.000000", + "2009-04-08T00:00:00.000000", + "2009-04-09T00:00:00.000000", + "2009-04-10T00:00:00.000000", + "2009-04-13T00:00:00.000000", + "2009-04-14T00:00:00.000000", + "2009-04-15T00:00:00.000000", + "2009-04-16T00:00:00.000000", + "2009-04-17T00:00:00.000000", + "2009-04-20T00:00:00.000000", + "2009-04-21T00:00:00.000000", + "2009-04-22T00:00:00.000000", + "2009-04-23T00:00:00.000000", + "2009-04-24T00:00:00.000000", + "2009-04-27T00:00:00.000000", + "2009-04-28T00:00:00.000000", + "2009-04-29T00:00:00.000000", + "2009-04-30T00:00:00.000000", + "2009-05-01T00:00:00.000000", + "2009-05-04T00:00:00.000000", + "2009-05-05T00:00:00.000000", + "2009-05-06T00:00:00.000000", + "2009-05-07T00:00:00.000000", + "2009-05-08T00:00:00.000000", + "2009-05-11T00:00:00.000000", + "2009-05-12T00:00:00.000000", + "2009-05-13T00:00:00.000000", + "2009-05-14T00:00:00.000000", + "2009-05-15T00:00:00.000000", + "2009-05-18T00:00:00.000000", + "2009-05-19T00:00:00.000000", + "2009-05-20T00:00:00.000000", + "2009-05-21T00:00:00.000000", + "2009-05-22T00:00:00.000000", + "2009-05-25T00:00:00.000000", + "2009-05-26T00:00:00.000000", + "2009-05-27T00:00:00.000000", + "2009-05-28T00:00:00.000000", + "2009-05-29T00:00:00.000000", + "2009-06-01T00:00:00.000000", + "2009-06-02T00:00:00.000000", + "2009-06-03T00:00:00.000000", + "2009-06-04T00:00:00.000000", + "2009-06-05T00:00:00.000000", + "2009-06-08T00:00:00.000000", + "2009-06-09T00:00:00.000000", + "2009-06-10T00:00:00.000000", + "2009-06-11T00:00:00.000000", + "2009-06-12T00:00:00.000000", + "2009-06-15T00:00:00.000000", + "2009-06-16T00:00:00.000000", + "2009-06-17T00:00:00.000000", + "2009-06-18T00:00:00.000000", + "2009-06-19T00:00:00.000000", + "2009-06-22T00:00:00.000000", + "2009-06-23T00:00:00.000000", + "2009-06-24T00:00:00.000000", + "2009-06-25T00:00:00.000000", + "2009-06-26T00:00:00.000000", + "2009-06-29T00:00:00.000000", + "2009-06-30T00:00:00.000000", + "2009-07-01T00:00:00.000000", + "2009-07-02T00:00:00.000000", + "2009-07-03T00:00:00.000000", + "2009-07-06T00:00:00.000000", + "2009-07-07T00:00:00.000000", + "2009-07-08T00:00:00.000000", + "2009-07-09T00:00:00.000000", + "2009-07-10T00:00:00.000000", + "2009-07-13T00:00:00.000000", + "2009-07-14T00:00:00.000000", + "2009-07-15T00:00:00.000000", + "2009-07-16T00:00:00.000000", + "2009-07-17T00:00:00.000000", + "2009-07-20T00:00:00.000000", + "2009-07-21T00:00:00.000000", + "2009-07-22T00:00:00.000000", + "2009-07-23T00:00:00.000000", + "2009-07-24T00:00:00.000000", + "2009-07-27T00:00:00.000000", + "2009-07-28T00:00:00.000000", + "2009-07-29T00:00:00.000000", + "2009-07-30T00:00:00.000000", + "2009-07-31T00:00:00.000000", + "2009-08-03T00:00:00.000000", + "2009-08-04T00:00:00.000000", + "2009-08-05T00:00:00.000000", + "2009-08-06T00:00:00.000000", + "2009-08-07T00:00:00.000000", + "2009-08-10T00:00:00.000000", + "2009-08-11T00:00:00.000000", + "2009-08-12T00:00:00.000000", + "2009-08-13T00:00:00.000000", + "2009-08-14T00:00:00.000000", + "2009-08-17T00:00:00.000000", + "2009-08-18T00:00:00.000000", + "2009-08-19T00:00:00.000000", + "2009-08-20T00:00:00.000000", + "2009-08-21T00:00:00.000000", + "2009-08-24T00:00:00.000000", + "2009-08-25T00:00:00.000000", + "2009-08-26T00:00:00.000000", + "2009-08-27T00:00:00.000000", + "2009-08-28T00:00:00.000000", + "2009-08-31T00:00:00.000000", + "2009-09-01T00:00:00.000000", + "2009-09-02T00:00:00.000000", + "2009-09-03T00:00:00.000000", + "2009-09-04T00:00:00.000000", + "2009-09-07T00:00:00.000000", + "2009-09-08T00:00:00.000000", + "2009-09-09T00:00:00.000000", + "2009-09-10T00:00:00.000000", + "2009-09-11T00:00:00.000000", + "2009-09-14T00:00:00.000000", + "2009-09-15T00:00:00.000000", + "2009-09-16T00:00:00.000000", + "2009-09-17T00:00:00.000000", + "2009-09-18T00:00:00.000000", + "2009-09-21T00:00:00.000000", + "2009-09-22T00:00:00.000000", + "2009-09-23T00:00:00.000000", + "2009-09-24T00:00:00.000000", + "2009-09-25T00:00:00.000000", + "2009-09-28T00:00:00.000000", + "2009-09-29T00:00:00.000000", + "2009-09-30T00:00:00.000000", + "2009-10-01T00:00:00.000000", + "2009-10-02T00:00:00.000000", + "2009-10-05T00:00:00.000000", + "2009-10-06T00:00:00.000000", + "2009-10-07T00:00:00.000000", + "2009-10-08T00:00:00.000000", + "2009-10-09T00:00:00.000000", + "2009-10-12T00:00:00.000000", + "2009-10-13T00:00:00.000000", + "2009-10-14T00:00:00.000000", + "2009-10-15T00:00:00.000000", + "2009-10-16T00:00:00.000000", + "2009-10-19T00:00:00.000000", + "2009-10-20T00:00:00.000000", + "2009-10-21T00:00:00.000000", + "2009-10-22T00:00:00.000000", + "2009-10-23T00:00:00.000000", + "2009-10-26T00:00:00.000000", + "2009-10-27T00:00:00.000000", + "2009-10-28T00:00:00.000000", + "2009-10-29T00:00:00.000000", + "2009-10-30T00:00:00.000000", + "2009-11-02T00:00:00.000000", + "2009-11-03T00:00:00.000000", + "2009-11-04T00:00:00.000000", + "2009-11-05T00:00:00.000000", + "2009-11-06T00:00:00.000000", + "2009-11-09T00:00:00.000000", + "2009-11-10T00:00:00.000000", + "2009-11-11T00:00:00.000000", + "2009-11-12T00:00:00.000000", + "2009-11-13T00:00:00.000000", + "2009-11-16T00:00:00.000000", + "2009-11-17T00:00:00.000000", + "2009-11-18T00:00:00.000000", + "2009-11-19T00:00:00.000000", + "2009-11-20T00:00:00.000000", + "2009-11-23T00:00:00.000000", + "2009-11-24T00:00:00.000000", + "2009-11-25T00:00:00.000000", + "2009-11-26T00:00:00.000000", + "2009-11-27T00:00:00.000000", + "2009-11-30T00:00:00.000000", + "2009-12-01T00:00:00.000000", + "2009-12-02T00:00:00.000000", + "2009-12-03T00:00:00.000000", + "2009-12-04T00:00:00.000000", + "2009-12-07T00:00:00.000000", + "2009-12-08T00:00:00.000000", + "2009-12-09T00:00:00.000000", + "2009-12-10T00:00:00.000000", + "2009-12-11T00:00:00.000000", + "2009-12-14T00:00:00.000000", + "2009-12-15T00:00:00.000000", + "2009-12-16T00:00:00.000000", + "2009-12-17T00:00:00.000000", + "2009-12-18T00:00:00.000000", + "2009-12-21T00:00:00.000000", + "2009-12-22T00:00:00.000000", + "2009-12-23T00:00:00.000000", + "2009-12-24T00:00:00.000000", + "2009-12-25T00:00:00.000000", + "2009-12-28T00:00:00.000000", + "2009-12-29T00:00:00.000000", + "2009-12-30T00:00:00.000000", + "2009-12-31T00:00:00.000000", + "2010-01-01T00:00:00.000000", + "2010-01-04T00:00:00.000000", + "2010-01-05T00:00:00.000000", + "2010-01-06T00:00:00.000000", + "2010-01-07T00:00:00.000000", + "2010-01-08T00:00:00.000000", + "2010-01-11T00:00:00.000000", + "2010-01-12T00:00:00.000000", + "2010-01-13T00:00:00.000000", + "2010-01-14T00:00:00.000000", + "2010-01-15T00:00:00.000000", + "2010-01-18T00:00:00.000000", + "2010-01-19T00:00:00.000000", + "2010-01-20T00:00:00.000000", + "2010-01-21T00:00:00.000000", + "2010-01-22T00:00:00.000000", + "2010-01-25T00:00:00.000000", + "2010-01-26T00:00:00.000000", + "2010-01-27T00:00:00.000000", + "2010-01-28T00:00:00.000000", + "2010-01-29T00:00:00.000000", + "2010-02-01T00:00:00.000000", + "2010-02-02T00:00:00.000000", + "2010-02-03T00:00:00.000000", + "2010-02-04T00:00:00.000000", + "2010-02-05T00:00:00.000000", + "2010-02-08T00:00:00.000000", + "2010-02-09T00:00:00.000000", + "2010-02-10T00:00:00.000000", + "2010-02-11T00:00:00.000000", + "2010-02-12T00:00:00.000000", + "2010-02-15T00:00:00.000000", + "2010-02-16T00:00:00.000000", + "2010-02-17T00:00:00.000000", + "2010-02-18T00:00:00.000000", + "2010-02-19T00:00:00.000000", + "2010-02-22T00:00:00.000000", + "2010-02-23T00:00:00.000000", + "2010-02-24T00:00:00.000000", + "2010-02-25T00:00:00.000000", + "2010-02-26T00:00:00.000000", + "2010-03-01T00:00:00.000000", + "2010-03-02T00:00:00.000000", + "2010-03-03T00:00:00.000000", + "2010-03-04T00:00:00.000000", + "2010-03-05T00:00:00.000000", + "2010-03-08T00:00:00.000000", + "2010-03-09T00:00:00.000000", + "2010-03-10T00:00:00.000000", + "2010-03-11T00:00:00.000000", + "2010-03-12T00:00:00.000000", + "2010-03-15T00:00:00.000000", + "2010-03-16T00:00:00.000000", + "2010-03-17T00:00:00.000000", + "2010-03-18T00:00:00.000000", + "2010-03-19T00:00:00.000000", + "2010-03-22T00:00:00.000000", + "2010-03-23T00:00:00.000000", + "2010-03-24T00:00:00.000000", + "2010-03-25T00:00:00.000000", + "2010-03-26T00:00:00.000000", + "2010-03-29T00:00:00.000000", + "2010-03-30T00:00:00.000000", + "2010-03-31T00:00:00.000000", + "2010-04-01T00:00:00.000000", + "2010-04-02T00:00:00.000000", + "2010-04-05T00:00:00.000000", + "2010-04-06T00:00:00.000000", + "2010-04-07T00:00:00.000000", + "2010-04-08T00:00:00.000000", + "2010-04-09T00:00:00.000000", + "2010-04-12T00:00:00.000000", + "2010-04-13T00:00:00.000000", + "2010-04-14T00:00:00.000000", + "2010-04-15T00:00:00.000000", + "2010-04-16T00:00:00.000000", + "2010-04-19T00:00:00.000000", + "2010-04-20T00:00:00.000000", + "2010-04-21T00:00:00.000000", + "2010-04-22T00:00:00.000000", + "2010-04-23T00:00:00.000000", + "2010-04-26T00:00:00.000000", + "2010-04-27T00:00:00.000000", + "2010-04-28T00:00:00.000000", + "2010-04-29T00:00:00.000000", + "2010-04-30T00:00:00.000000", + "2010-05-03T00:00:00.000000", + "2010-05-04T00:00:00.000000", + "2010-05-05T00:00:00.000000", + "2010-05-06T00:00:00.000000", + "2010-05-07T00:00:00.000000", + "2010-05-10T00:00:00.000000", + "2010-05-11T00:00:00.000000", + "2010-05-12T00:00:00.000000", + "2010-05-13T00:00:00.000000", + "2010-05-14T00:00:00.000000", + "2010-05-17T00:00:00.000000", + "2010-05-18T00:00:00.000000", + "2010-05-19T00:00:00.000000", + "2010-05-20T00:00:00.000000", + "2010-05-21T00:00:00.000000", + "2010-05-24T00:00:00.000000", + "2010-05-25T00:00:00.000000", + "2010-05-26T00:00:00.000000", + "2010-05-27T00:00:00.000000", + "2010-05-28T00:00:00.000000", + "2010-05-31T00:00:00.000000", + "2010-06-01T00:00:00.000000", + "2010-06-02T00:00:00.000000", + "2010-06-03T00:00:00.000000", + "2010-06-04T00:00:00.000000", + "2010-06-07T00:00:00.000000", + "2010-06-08T00:00:00.000000", + "2010-06-09T00:00:00.000000", + "2010-06-10T00:00:00.000000", + "2010-06-11T00:00:00.000000", + "2010-06-14T00:00:00.000000", + "2010-06-15T00:00:00.000000", + "2010-06-16T00:00:00.000000", + "2010-06-17T00:00:00.000000", + "2010-06-18T00:00:00.000000", + "2010-06-21T00:00:00.000000", + "2010-06-22T00:00:00.000000", + "2010-06-23T00:00:00.000000", + "2010-06-24T00:00:00.000000", + "2010-06-25T00:00:00.000000", + "2010-06-28T00:00:00.000000", + "2010-06-29T00:00:00.000000", + "2010-06-30T00:00:00.000000", + "2010-07-01T00:00:00.000000", + "2010-07-02T00:00:00.000000", + "2010-07-05T00:00:00.000000", + "2010-07-06T00:00:00.000000", + "2010-07-07T00:00:00.000000", + "2010-07-08T00:00:00.000000", + "2010-07-09T00:00:00.000000", + "2010-07-12T00:00:00.000000", + "2010-07-13T00:00:00.000000", + "2010-07-14T00:00:00.000000", + "2010-07-15T00:00:00.000000", + "2010-07-16T00:00:00.000000", + "2010-07-19T00:00:00.000000", + "2010-07-20T00:00:00.000000", + "2010-07-21T00:00:00.000000", + "2010-07-22T00:00:00.000000", + "2010-07-23T00:00:00.000000", + "2010-07-26T00:00:00.000000", + "2010-07-27T00:00:00.000000", + "2010-07-28T00:00:00.000000", + "2010-07-29T00:00:00.000000", + "2010-07-30T00:00:00.000000", + "2010-08-02T00:00:00.000000", + "2010-08-03T00:00:00.000000", + "2010-08-04T00:00:00.000000", + "2010-08-05T00:00:00.000000", + "2010-08-06T00:00:00.000000", + "2010-08-09T00:00:00.000000", + "2010-08-10T00:00:00.000000", + "2010-08-11T00:00:00.000000", + "2010-08-12T00:00:00.000000", + "2010-08-13T00:00:00.000000", + "2010-08-16T00:00:00.000000", + "2010-08-17T00:00:00.000000", + "2010-08-18T00:00:00.000000", + "2010-08-19T00:00:00.000000", + "2010-08-20T00:00:00.000000", + "2010-08-23T00:00:00.000000", + "2010-08-24T00:00:00.000000", + "2010-08-25T00:00:00.000000", + "2010-08-26T00:00:00.000000", + "2010-08-27T00:00:00.000000", + "2010-08-30T00:00:00.000000", + "2010-08-31T00:00:00.000000", + "2010-09-01T00:00:00.000000", + "2010-09-02T00:00:00.000000", + "2010-09-03T00:00:00.000000", + "2010-09-06T00:00:00.000000", + "2010-09-07T00:00:00.000000", + "2010-09-08T00:00:00.000000", + "2010-09-09T00:00:00.000000", + "2010-09-10T00:00:00.000000", + "2010-09-13T00:00:00.000000", + "2010-09-14T00:00:00.000000", + "2010-09-15T00:00:00.000000", + "2010-09-16T00:00:00.000000", + "2010-09-17T00:00:00.000000", + "2010-09-20T00:00:00.000000", + "2010-09-21T00:00:00.000000", + "2010-09-22T00:00:00.000000", + "2010-09-23T00:00:00.000000", + "2010-09-24T00:00:00.000000", + "2010-09-27T00:00:00.000000", + "2010-09-28T00:00:00.000000", + "2010-09-29T00:00:00.000000", + "2010-09-30T00:00:00.000000", + "2010-10-01T00:00:00.000000", + "2010-10-04T00:00:00.000000", + "2010-10-05T00:00:00.000000", + "2010-10-06T00:00:00.000000", + "2010-10-07T00:00:00.000000", + "2010-10-08T00:00:00.000000", + "2010-10-11T00:00:00.000000", + "2010-10-12T00:00:00.000000", + "2010-10-13T00:00:00.000000", + "2010-10-14T00:00:00.000000", + "2010-10-15T00:00:00.000000", + "2010-10-18T00:00:00.000000", + "2010-10-19T00:00:00.000000", + "2010-10-20T00:00:00.000000", + "2010-10-21T00:00:00.000000", + "2010-10-22T00:00:00.000000", + "2010-10-25T00:00:00.000000", + "2010-10-26T00:00:00.000000", + "2010-10-27T00:00:00.000000", + "2010-10-28T00:00:00.000000", + "2010-10-29T00:00:00.000000", + "2010-11-01T00:00:00.000000", + "2010-11-02T00:00:00.000000", + "2010-11-03T00:00:00.000000", + "2010-11-04T00:00:00.000000", + "2010-11-05T00:00:00.000000", + "2010-11-08T00:00:00.000000", + "2010-11-09T00:00:00.000000", + "2010-11-10T00:00:00.000000", + "2010-11-11T00:00:00.000000", + "2010-11-12T00:00:00.000000", + "2010-11-15T00:00:00.000000", + "2010-11-16T00:00:00.000000", + "2010-11-17T00:00:00.000000", + "2010-11-18T00:00:00.000000", + "2010-11-19T00:00:00.000000", + "2010-11-22T00:00:00.000000", + "2010-11-23T00:00:00.000000", + "2010-11-24T00:00:00.000000", + "2010-11-25T00:00:00.000000", + "2010-11-26T00:00:00.000000", + "2010-11-29T00:00:00.000000", + "2010-11-30T00:00:00.000000", + "2010-12-01T00:00:00.000000", + "2010-12-02T00:00:00.000000", + "2010-12-03T00:00:00.000000", + "2010-12-06T00:00:00.000000", + "2010-12-07T00:00:00.000000", + "2010-12-08T00:00:00.000000", + "2010-12-09T00:00:00.000000", + "2010-12-10T00:00:00.000000", + "2010-12-13T00:00:00.000000", + "2010-12-14T00:00:00.000000", + "2010-12-15T00:00:00.000000", + "2010-12-16T00:00:00.000000", + "2010-12-17T00:00:00.000000", + "2010-12-20T00:00:00.000000", + "2010-12-21T00:00:00.000000", + "2010-12-22T00:00:00.000000", + "2010-12-23T00:00:00.000000", + "2010-12-24T00:00:00.000000", + "2010-12-27T00:00:00.000000", + "2010-12-28T00:00:00.000000", + "2010-12-29T00:00:00.000000", + "2010-12-30T00:00:00.000000", + "2010-12-31T00:00:00.000000", + "2011-01-03T00:00:00.000000", + "2011-01-04T00:00:00.000000", + "2011-01-05T00:00:00.000000", + "2011-01-06T00:00:00.000000", + "2011-01-07T00:00:00.000000", + "2011-01-10T00:00:00.000000", + "2011-01-11T00:00:00.000000", + "2011-01-12T00:00:00.000000", + "2011-01-13T00:00:00.000000", + "2011-01-14T00:00:00.000000", + "2011-01-17T00:00:00.000000", + "2011-01-18T00:00:00.000000", + "2011-01-19T00:00:00.000000", + "2011-01-20T00:00:00.000000", + "2011-01-21T00:00:00.000000", + "2011-01-24T00:00:00.000000", + "2011-01-25T00:00:00.000000", + "2011-01-26T00:00:00.000000", + "2011-01-27T00:00:00.000000", + "2011-01-28T00:00:00.000000", + "2011-01-31T00:00:00.000000", + "2011-02-01T00:00:00.000000", + "2011-02-02T00:00:00.000000", + "2011-02-03T00:00:00.000000", + "2011-02-04T00:00:00.000000", + "2011-02-07T00:00:00.000000", + "2011-02-08T00:00:00.000000", + "2011-02-09T00:00:00.000000", + "2011-02-10T00:00:00.000000", + "2011-02-11T00:00:00.000000", + "2011-02-14T00:00:00.000000", + "2011-02-15T00:00:00.000000", + "2011-02-16T00:00:00.000000", + "2011-02-17T00:00:00.000000", + "2011-02-18T00:00:00.000000", + "2011-02-21T00:00:00.000000", + "2011-02-22T00:00:00.000000", + "2011-02-23T00:00:00.000000", + "2011-02-24T00:00:00.000000", + "2011-02-25T00:00:00.000000", + "2011-02-28T00:00:00.000000", + "2011-03-01T00:00:00.000000", + "2011-03-02T00:00:00.000000", + "2011-03-03T00:00:00.000000", + "2011-03-04T00:00:00.000000", + "2011-03-07T00:00:00.000000", + "2011-03-08T00:00:00.000000", + "2011-03-09T00:00:00.000000", + "2011-03-10T00:00:00.000000", + "2011-03-11T00:00:00.000000", + "2011-03-14T00:00:00.000000", + "2011-03-15T00:00:00.000000", + "2011-03-16T00:00:00.000000", + "2011-03-17T00:00:00.000000", + "2011-03-18T00:00:00.000000", + "2011-03-21T00:00:00.000000", + "2011-03-22T00:00:00.000000", + "2011-03-23T00:00:00.000000", + "2011-03-24T00:00:00.000000", + "2011-03-25T00:00:00.000000", + "2011-03-28T00:00:00.000000", + "2011-03-29T00:00:00.000000", + "2011-03-30T00:00:00.000000", + "2011-03-31T00:00:00.000000", + "2011-04-01T00:00:00.000000", + "2011-04-04T00:00:00.000000", + "2011-04-05T00:00:00.000000", + "2011-04-06T00:00:00.000000", + "2011-04-07T00:00:00.000000", + "2011-04-08T00:00:00.000000", + "2011-04-11T00:00:00.000000", + "2011-04-12T00:00:00.000000", + "2011-04-13T00:00:00.000000", + "2011-04-14T00:00:00.000000", + "2011-04-15T00:00:00.000000", + "2011-04-18T00:00:00.000000", + "2011-04-19T00:00:00.000000", + "2011-04-20T00:00:00.000000", + "2011-04-21T00:00:00.000000", + "2011-04-22T00:00:00.000000", + "2011-04-25T00:00:00.000000", + "2011-04-26T00:00:00.000000", + "2011-04-27T00:00:00.000000", + "2011-04-28T00:00:00.000000", + "2011-04-29T00:00:00.000000", + "2011-05-02T00:00:00.000000", + "2011-05-03T00:00:00.000000", + "2011-05-04T00:00:00.000000", + "2011-05-05T00:00:00.000000", + "2011-05-06T00:00:00.000000", + "2011-05-09T00:00:00.000000", + "2011-05-10T00:00:00.000000", + "2011-05-11T00:00:00.000000", + "2011-05-12T00:00:00.000000", + "2011-05-13T00:00:00.000000", + "2011-05-16T00:00:00.000000", + "2011-05-17T00:00:00.000000", + "2011-05-18T00:00:00.000000", + "2011-05-19T00:00:00.000000", + "2011-05-20T00:00:00.000000", + "2011-05-23T00:00:00.000000", + "2011-05-24T00:00:00.000000", + "2011-05-25T00:00:00.000000", + "2011-05-26T00:00:00.000000", + "2011-05-27T00:00:00.000000", + "2011-05-30T00:00:00.000000", + "2011-05-31T00:00:00.000000", + "2011-06-01T00:00:00.000000", + "2011-06-02T00:00:00.000000", + "2011-06-03T00:00:00.000000", + "2011-06-06T00:00:00.000000", + "2011-06-07T00:00:00.000000", + "2011-06-08T00:00:00.000000", + "2011-06-09T00:00:00.000000", + "2011-06-10T00:00:00.000000", + "2011-06-13T00:00:00.000000", + "2011-06-14T00:00:00.000000", + "2011-06-15T00:00:00.000000", + "2011-06-16T00:00:00.000000", + "2011-06-17T00:00:00.000000", + "2011-06-20T00:00:00.000000", + "2011-06-21T00:00:00.000000", + "2011-06-22T00:00:00.000000", + "2011-06-23T00:00:00.000000", + "2011-06-24T00:00:00.000000", + "2011-06-27T00:00:00.000000", + "2011-06-28T00:00:00.000000", + "2011-06-29T00:00:00.000000", + "2011-06-30T00:00:00.000000", + "2011-07-01T00:00:00.000000", + "2011-07-04T00:00:00.000000", + "2011-07-05T00:00:00.000000", + "2011-07-06T00:00:00.000000", + "2011-07-07T00:00:00.000000", + "2011-07-08T00:00:00.000000", + "2011-07-11T00:00:00.000000", + "2011-07-12T00:00:00.000000", + "2011-07-13T00:00:00.000000", + "2011-07-14T00:00:00.000000", + "2011-07-15T00:00:00.000000", + "2011-07-18T00:00:00.000000", + "2011-07-19T00:00:00.000000", + "2011-07-20T00:00:00.000000", + "2011-07-21T00:00:00.000000", + "2011-07-22T00:00:00.000000", + "2011-07-25T00:00:00.000000", + "2011-07-26T00:00:00.000000", + "2011-07-27T00:00:00.000000", + "2011-07-28T00:00:00.000000", + "2011-07-29T00:00:00.000000", + "2011-08-01T00:00:00.000000", + "2011-08-02T00:00:00.000000", + "2011-08-03T00:00:00.000000", + "2011-08-04T00:00:00.000000", + "2011-08-05T00:00:00.000000", + "2011-08-08T00:00:00.000000", + "2011-08-09T00:00:00.000000", + "2011-08-10T00:00:00.000000", + "2011-08-11T00:00:00.000000", + "2011-08-12T00:00:00.000000", + "2011-08-15T00:00:00.000000", + "2011-08-16T00:00:00.000000", + "2011-08-17T00:00:00.000000", + "2011-08-18T00:00:00.000000", + "2011-08-19T00:00:00.000000", + "2011-08-22T00:00:00.000000", + "2011-08-23T00:00:00.000000", + "2011-08-24T00:00:00.000000", + "2011-08-25T00:00:00.000000", + "2011-08-26T00:00:00.000000", + "2011-08-29T00:00:00.000000", + "2011-08-30T00:00:00.000000", + "2011-08-31T00:00:00.000000", + "2011-09-01T00:00:00.000000", + "2011-09-02T00:00:00.000000", + "2011-09-05T00:00:00.000000", + "2011-09-06T00:00:00.000000", + "2011-09-07T00:00:00.000000", + "2011-09-08T00:00:00.000000", + "2011-09-09T00:00:00.000000", + "2011-09-12T00:00:00.000000", + "2011-09-13T00:00:00.000000", + "2011-09-14T00:00:00.000000", + "2011-09-15T00:00:00.000000", + "2011-09-16T00:00:00.000000", + "2011-09-19T00:00:00.000000", + "2011-09-20T00:00:00.000000", + "2011-09-21T00:00:00.000000", + "2011-09-22T00:00:00.000000", + "2011-09-23T00:00:00.000000", + "2011-09-26T00:00:00.000000", + "2011-09-27T00:00:00.000000", + "2011-09-28T00:00:00.000000", + "2011-09-29T00:00:00.000000", + "2011-09-30T00:00:00.000000", + "2011-10-03T00:00:00.000000", + "2011-10-04T00:00:00.000000", + "2011-10-05T00:00:00.000000", + "2011-10-06T00:00:00.000000", + "2011-10-07T00:00:00.000000", + "2011-10-10T00:00:00.000000", + "2011-10-11T00:00:00.000000", + "2011-10-12T00:00:00.000000", + "2011-10-13T00:00:00.000000", + "2011-10-14T00:00:00.000000", + "2011-10-17T00:00:00.000000", + "2011-10-18T00:00:00.000000", + "2011-10-19T00:00:00.000000", + "2011-10-20T00:00:00.000000", + "2011-10-21T00:00:00.000000", + "2011-10-24T00:00:00.000000", + "2011-10-25T00:00:00.000000", + "2011-10-26T00:00:00.000000", + "2011-10-27T00:00:00.000000", + "2011-10-28T00:00:00.000000", + "2011-10-31T00:00:00.000000", + "2011-11-01T00:00:00.000000", + "2011-11-02T00:00:00.000000", + "2011-11-03T00:00:00.000000", + "2011-11-04T00:00:00.000000", + "2011-11-07T00:00:00.000000", + "2011-11-08T00:00:00.000000", + "2011-11-09T00:00:00.000000", + "2011-11-10T00:00:00.000000", + "2011-11-11T00:00:00.000000", + "2011-11-14T00:00:00.000000", + "2011-11-15T00:00:00.000000", + "2011-11-16T00:00:00.000000", + "2011-11-17T00:00:00.000000", + "2011-11-18T00:00:00.000000", + "2011-11-21T00:00:00.000000", + "2011-11-22T00:00:00.000000", + "2011-11-23T00:00:00.000000", + "2011-11-24T00:00:00.000000", + "2011-11-25T00:00:00.000000", + "2011-11-28T00:00:00.000000", + "2011-11-29T00:00:00.000000", + "2011-11-30T00:00:00.000000", + "2011-12-01T00:00:00.000000", + "2011-12-02T00:00:00.000000", + "2011-12-05T00:00:00.000000", + "2011-12-06T00:00:00.000000", + "2011-12-07T00:00:00.000000", + "2011-12-08T00:00:00.000000", + "2011-12-09T00:00:00.000000", + "2011-12-12T00:00:00.000000", + "2011-12-13T00:00:00.000000", + "2011-12-14T00:00:00.000000", + "2011-12-15T00:00:00.000000", + "2011-12-16T00:00:00.000000", + "2011-12-19T00:00:00.000000", + "2011-12-20T00:00:00.000000", + "2011-12-21T00:00:00.000000", + "2011-12-22T00:00:00.000000", + "2011-12-23T00:00:00.000000", + "2011-12-26T00:00:00.000000", + "2011-12-27T00:00:00.000000", + "2011-12-28T00:00:00.000000", + "2011-12-29T00:00:00.000000", + "2011-12-30T00:00:00.000000", + "2012-01-02T00:00:00.000000", + "2012-01-03T00:00:00.000000", + "2012-01-04T00:00:00.000000", + "2012-01-05T00:00:00.000000", + "2012-01-06T00:00:00.000000", + "2012-01-09T00:00:00.000000", + "2012-01-10T00:00:00.000000", + "2012-01-11T00:00:00.000000", + "2012-01-12T00:00:00.000000", + "2012-01-13T00:00:00.000000", + "2012-01-16T00:00:00.000000", + "2012-01-17T00:00:00.000000", + "2012-01-18T00:00:00.000000", + "2012-01-19T00:00:00.000000", + "2012-01-20T00:00:00.000000", + "2012-01-23T00:00:00.000000", + "2012-01-24T00:00:00.000000", + "2012-01-25T00:00:00.000000", + "2012-01-26T00:00:00.000000", + "2012-01-27T00:00:00.000000", + "2012-01-30T00:00:00.000000", + "2012-01-31T00:00:00.000000", + "2012-02-01T00:00:00.000000", + "2012-02-02T00:00:00.000000", + "2012-02-03T00:00:00.000000", + "2012-02-06T00:00:00.000000", + "2012-02-07T00:00:00.000000", + "2012-02-08T00:00:00.000000", + "2012-02-09T00:00:00.000000", + "2012-02-10T00:00:00.000000", + "2012-02-13T00:00:00.000000", + "2012-02-14T00:00:00.000000", + "2012-02-15T00:00:00.000000", + "2012-02-16T00:00:00.000000", + "2012-02-17T00:00:00.000000", + "2012-02-20T00:00:00.000000", + "2012-02-21T00:00:00.000000", + "2012-02-22T00:00:00.000000", + "2012-02-23T00:00:00.000000", + "2012-02-24T00:00:00.000000", + "2012-02-27T00:00:00.000000", + "2012-02-28T00:00:00.000000", + "2012-02-29T00:00:00.000000", + "2012-03-01T00:00:00.000000", + "2012-03-02T00:00:00.000000", + "2012-03-05T00:00:00.000000", + "2012-03-06T00:00:00.000000", + "2012-03-07T00:00:00.000000", + "2012-03-08T00:00:00.000000", + "2012-03-09T00:00:00.000000", + "2012-03-12T00:00:00.000000", + "2012-03-13T00:00:00.000000", + "2012-03-14T00:00:00.000000", + "2012-03-15T00:00:00.000000", + "2012-03-16T00:00:00.000000", + "2012-03-19T00:00:00.000000", + "2012-03-20T00:00:00.000000", + "2012-03-21T00:00:00.000000", + "2012-03-22T00:00:00.000000", + "2012-03-23T00:00:00.000000", + "2012-03-26T00:00:00.000000", + "2012-03-27T00:00:00.000000", + "2012-03-28T00:00:00.000000", + "2012-03-29T00:00:00.000000", + "2012-03-30T00:00:00.000000", + "2012-04-02T00:00:00.000000", + "2012-04-03T00:00:00.000000", + "2012-04-04T00:00:00.000000", + "2012-04-05T00:00:00.000000", + "2012-04-06T00:00:00.000000", + "2012-04-09T00:00:00.000000", + "2012-04-10T00:00:00.000000", + "2012-04-11T00:00:00.000000", + "2012-04-12T00:00:00.000000", + "2012-04-13T00:00:00.000000", + "2012-04-16T00:00:00.000000", + "2012-04-17T00:00:00.000000", + "2012-04-18T00:00:00.000000", + "2012-04-19T00:00:00.000000", + "2012-04-20T00:00:00.000000", + "2012-04-23T00:00:00.000000", + "2012-04-24T00:00:00.000000", + "2012-04-25T00:00:00.000000", + "2012-04-26T00:00:00.000000", + "2012-04-27T00:00:00.000000", + "2012-04-30T00:00:00.000000", + "2012-05-01T00:00:00.000000", + "2012-05-02T00:00:00.000000", + "2012-05-03T00:00:00.000000", + "2012-05-04T00:00:00.000000", + "2012-05-07T00:00:00.000000", + "2012-05-08T00:00:00.000000", + "2012-05-09T00:00:00.000000", + "2012-05-10T00:00:00.000000", + "2012-05-11T00:00:00.000000", + "2012-05-14T00:00:00.000000", + "2012-05-15T00:00:00.000000", + "2012-05-16T00:00:00.000000", + "2012-05-17T00:00:00.000000", + "2012-05-18T00:00:00.000000", + "2012-05-21T00:00:00.000000", + "2012-05-22T00:00:00.000000", + "2012-05-23T00:00:00.000000", + "2012-05-24T00:00:00.000000", + "2012-05-25T00:00:00.000000", + "2012-05-28T00:00:00.000000", + "2012-05-29T00:00:00.000000", + "2012-05-30T00:00:00.000000", + "2012-05-31T00:00:00.000000", + "2012-06-01T00:00:00.000000", + "2012-06-04T00:00:00.000000", + "2012-06-05T00:00:00.000000", + "2012-06-06T00:00:00.000000", + "2012-06-07T00:00:00.000000", + "2012-06-08T00:00:00.000000", + "2012-06-11T00:00:00.000000", + "2012-06-12T00:00:00.000000", + "2012-06-13T00:00:00.000000", + "2012-06-14T00:00:00.000000", + "2012-06-15T00:00:00.000000", + "2012-06-18T00:00:00.000000", + "2012-06-19T00:00:00.000000", + "2012-06-20T00:00:00.000000", + "2012-06-21T00:00:00.000000", + "2012-06-22T00:00:00.000000", + "2012-06-25T00:00:00.000000", + "2012-06-26T00:00:00.000000", + "2012-06-27T00:00:00.000000", + "2012-06-28T00:00:00.000000", + "2012-06-29T00:00:00.000000", + "2012-07-02T00:00:00.000000", + "2012-07-03T00:00:00.000000", + "2012-07-04T00:00:00.000000", + "2012-07-05T00:00:00.000000", + "2012-07-06T00:00:00.000000", + "2012-07-09T00:00:00.000000", + "2012-07-10T00:00:00.000000", + "2012-07-11T00:00:00.000000", + "2012-07-12T00:00:00.000000", + "2012-07-13T00:00:00.000000", + "2012-07-16T00:00:00.000000", + "2012-07-17T00:00:00.000000", + "2012-07-18T00:00:00.000000", + "2012-07-19T00:00:00.000000", + "2012-07-20T00:00:00.000000", + "2012-07-23T00:00:00.000000", + "2012-07-24T00:00:00.000000", + "2012-07-25T00:00:00.000000", + "2012-07-26T00:00:00.000000", + "2012-07-27T00:00:00.000000", + "2012-07-30T00:00:00.000000", + "2012-07-31T00:00:00.000000", + "2012-08-01T00:00:00.000000", + "2012-08-02T00:00:00.000000", + "2012-08-03T00:00:00.000000", + "2012-08-06T00:00:00.000000", + "2012-08-07T00:00:00.000000", + "2012-08-08T00:00:00.000000", + "2012-08-09T00:00:00.000000", + "2012-08-10T00:00:00.000000", + "2012-08-13T00:00:00.000000", + "2012-08-14T00:00:00.000000", + "2012-08-15T00:00:00.000000", + "2012-08-16T00:00:00.000000", + "2012-08-17T00:00:00.000000", + "2012-08-20T00:00:00.000000", + "2012-08-21T00:00:00.000000", + "2012-08-22T00:00:00.000000", + "2012-08-23T00:00:00.000000", + "2012-08-24T00:00:00.000000", + "2012-08-27T00:00:00.000000", + "2012-08-28T00:00:00.000000", + "2012-08-29T00:00:00.000000", + "2012-08-30T00:00:00.000000", + "2012-08-31T00:00:00.000000", + "2012-09-03T00:00:00.000000", + "2012-09-04T00:00:00.000000", + "2012-09-05T00:00:00.000000", + "2012-09-06T00:00:00.000000", + "2012-09-07T00:00:00.000000", + "2012-09-10T00:00:00.000000", + "2012-09-11T00:00:00.000000", + "2012-09-12T00:00:00.000000", + "2012-09-13T00:00:00.000000", + "2012-09-14T00:00:00.000000", + "2012-09-17T00:00:00.000000", + "2012-09-18T00:00:00.000000", + "2012-09-19T00:00:00.000000", + "2012-09-20T00:00:00.000000", + "2012-09-21T00:00:00.000000", + "2012-09-24T00:00:00.000000", + "2012-09-25T00:00:00.000000", + "2012-09-26T00:00:00.000000", + "2012-09-27T00:00:00.000000", + "2012-09-28T00:00:00.000000", + "2012-10-01T00:00:00.000000", + "2012-10-02T00:00:00.000000", + "2012-10-03T00:00:00.000000", + "2012-10-04T00:00:00.000000", + "2012-10-05T00:00:00.000000", + "2012-10-08T00:00:00.000000", + "2012-10-09T00:00:00.000000", + "2012-10-10T00:00:00.000000", + "2012-10-11T00:00:00.000000", + "2012-10-12T00:00:00.000000", + "2012-10-15T00:00:00.000000", + "2012-10-16T00:00:00.000000", + "2012-10-17T00:00:00.000000", + "2012-10-18T00:00:00.000000", + "2012-10-19T00:00:00.000000", + "2012-10-22T00:00:00.000000", + "2012-10-23T00:00:00.000000", + "2012-10-24T00:00:00.000000", + "2012-10-25T00:00:00.000000", + "2012-10-26T00:00:00.000000", + "2012-10-29T00:00:00.000000", + "2012-10-30T00:00:00.000000", + "2012-10-31T00:00:00.000000", + "2012-11-01T00:00:00.000000", + "2012-11-02T00:00:00.000000", + "2012-11-05T00:00:00.000000", + "2012-11-06T00:00:00.000000", + "2012-11-07T00:00:00.000000", + "2012-11-08T00:00:00.000000", + "2012-11-09T00:00:00.000000", + "2012-11-12T00:00:00.000000", + "2012-11-13T00:00:00.000000", + "2012-11-14T00:00:00.000000", + "2012-11-15T00:00:00.000000", + "2012-11-16T00:00:00.000000", + "2012-11-19T00:00:00.000000", + "2012-11-20T00:00:00.000000", + "2012-11-21T00:00:00.000000", + "2012-11-22T00:00:00.000000", + "2012-11-23T00:00:00.000000", + "2012-11-26T00:00:00.000000", + "2012-11-27T00:00:00.000000", + "2012-11-28T00:00:00.000000", + "2012-11-29T00:00:00.000000", + "2012-11-30T00:00:00.000000", + "2012-12-03T00:00:00.000000", + "2012-12-04T00:00:00.000000", + "2012-12-05T00:00:00.000000", + "2012-12-06T00:00:00.000000", + "2012-12-07T00:00:00.000000", + "2012-12-10T00:00:00.000000", + "2012-12-11T00:00:00.000000", + "2012-12-12T00:00:00.000000", + "2012-12-13T00:00:00.000000", + "2012-12-14T00:00:00.000000", + "2012-12-17T00:00:00.000000", + "2012-12-18T00:00:00.000000", + "2012-12-19T00:00:00.000000", + "2012-12-20T00:00:00.000000", + "2012-12-21T00:00:00.000000", + "2012-12-24T00:00:00.000000", + "2012-12-25T00:00:00.000000", + "2012-12-26T00:00:00.000000", + "2012-12-27T00:00:00.000000", + "2012-12-28T00:00:00.000000", + "2012-12-31T00:00:00.000000", + "2013-01-01T00:00:00.000000", + "2013-01-02T00:00:00.000000", + "2013-01-03T00:00:00.000000", + "2013-01-04T00:00:00.000000", + "2013-01-07T00:00:00.000000", + "2013-01-08T00:00:00.000000", + "2013-01-09T00:00:00.000000", + "2013-01-10T00:00:00.000000", + "2013-01-11T00:00:00.000000", + "2013-01-14T00:00:00.000000", + "2013-01-15T00:00:00.000000", + "2013-01-16T00:00:00.000000", + "2013-01-17T00:00:00.000000", + "2013-01-18T00:00:00.000000", + "2013-01-21T00:00:00.000000", + "2013-01-22T00:00:00.000000", + "2013-01-23T00:00:00.000000", + "2013-01-24T00:00:00.000000", + "2013-01-25T00:00:00.000000", + "2013-01-28T00:00:00.000000", + "2013-01-29T00:00:00.000000", + "2013-01-30T00:00:00.000000", + "2013-01-31T00:00:00.000000", + "2013-02-01T00:00:00.000000", + "2013-02-04T00:00:00.000000", + "2013-02-05T00:00:00.000000", + "2013-02-06T00:00:00.000000", + "2013-02-07T00:00:00.000000", + "2013-02-08T00:00:00.000000", + "2013-02-11T00:00:00.000000", + "2013-02-12T00:00:00.000000", + "2013-02-13T00:00:00.000000", + "2013-02-14T00:00:00.000000", + "2013-02-15T00:00:00.000000", + "2013-02-18T00:00:00.000000", + "2013-02-19T00:00:00.000000", + "2013-02-20T00:00:00.000000", + "2013-02-21T00:00:00.000000", + "2013-02-22T00:00:00.000000", + "2013-02-25T00:00:00.000000", + "2013-02-26T00:00:00.000000", + "2013-02-27T00:00:00.000000", + "2013-02-28T00:00:00.000000", + "2013-03-01T00:00:00.000000", + "2013-03-04T00:00:00.000000", + "2013-03-05T00:00:00.000000", + "2013-03-06T00:00:00.000000", + "2013-03-07T00:00:00.000000", + "2013-03-08T00:00:00.000000", + "2013-03-11T00:00:00.000000", + "2013-03-12T00:00:00.000000", + "2013-03-13T00:00:00.000000", + "2013-03-14T00:00:00.000000", + "2013-03-15T00:00:00.000000", + "2013-03-18T00:00:00.000000", + "2013-03-19T00:00:00.000000", + "2013-03-20T00:00:00.000000", + "2013-03-21T00:00:00.000000", + "2013-03-22T00:00:00.000000", + "2013-03-25T00:00:00.000000", + "2013-03-26T00:00:00.000000", + "2013-03-27T00:00:00.000000", + "2013-03-28T00:00:00.000000", + "2013-03-29T00:00:00.000000", + "2013-04-01T00:00:00.000000", + "2013-04-02T00:00:00.000000", + "2013-04-03T00:00:00.000000", + "2013-04-04T00:00:00.000000", + "2013-04-05T00:00:00.000000", + "2013-04-08T00:00:00.000000", + "2013-04-09T00:00:00.000000", + "2013-04-10T00:00:00.000000", + "2013-04-11T00:00:00.000000", + "2013-04-12T00:00:00.000000", + "2013-04-15T00:00:00.000000", + "2013-04-16T00:00:00.000000", + "2013-04-17T00:00:00.000000", + "2013-04-18T00:00:00.000000", + "2013-04-19T00:00:00.000000", + "2013-04-22T00:00:00.000000", + "2013-04-23T00:00:00.000000", + "2013-04-24T00:00:00.000000", + "2013-04-25T00:00:00.000000", + "2013-04-26T00:00:00.000000", + "2013-04-29T00:00:00.000000", + "2013-04-30T00:00:00.000000", + "2013-05-01T00:00:00.000000", + "2013-05-02T00:00:00.000000", + "2013-05-03T00:00:00.000000", + "2013-05-06T00:00:00.000000", + "2013-05-07T00:00:00.000000", + "2013-05-08T00:00:00.000000", + "2013-05-09T00:00:00.000000", + "2013-05-10T00:00:00.000000", + "2013-05-13T00:00:00.000000", + "2013-05-14T00:00:00.000000", + "2013-05-15T00:00:00.000000", + "2013-05-16T00:00:00.000000", + "2013-05-17T00:00:00.000000", + "2013-05-20T00:00:00.000000", + "2013-05-21T00:00:00.000000", + "2013-05-22T00:00:00.000000", + "2013-05-23T00:00:00.000000", + "2013-05-24T00:00:00.000000", + "2013-05-27T00:00:00.000000", + "2013-05-28T00:00:00.000000", + "2013-05-29T00:00:00.000000", + "2013-05-30T00:00:00.000000", + "2013-05-31T00:00:00.000000", + "2013-06-03T00:00:00.000000", + "2013-06-04T00:00:00.000000", + "2013-06-05T00:00:00.000000", + "2013-06-06T00:00:00.000000", + "2013-06-07T00:00:00.000000", + "2013-06-10T00:00:00.000000", + "2013-06-11T00:00:00.000000", + "2013-06-12T00:00:00.000000", + "2013-06-13T00:00:00.000000", + "2013-06-14T00:00:00.000000", + "2013-06-17T00:00:00.000000", + "2013-06-18T00:00:00.000000", + "2013-06-19T00:00:00.000000", + "2013-06-20T00:00:00.000000", + "2013-06-21T00:00:00.000000", + "2013-06-24T00:00:00.000000", + "2013-06-25T00:00:00.000000", + "2013-06-26T00:00:00.000000", + "2013-06-27T00:00:00.000000", + "2013-06-28T00:00:00.000000", + "2013-07-01T00:00:00.000000", + "2013-07-02T00:00:00.000000", + "2013-07-03T00:00:00.000000", + "2013-07-04T00:00:00.000000", + "2013-07-05T00:00:00.000000", + "2013-07-08T00:00:00.000000", + "2013-07-09T00:00:00.000000", + "2013-07-10T00:00:00.000000", + "2013-07-11T00:00:00.000000", + "2013-07-12T00:00:00.000000", + "2013-07-15T00:00:00.000000", + "2013-07-16T00:00:00.000000", + "2013-07-17T00:00:00.000000", + "2013-07-18T00:00:00.000000", + "2013-07-19T00:00:00.000000", + "2013-07-22T00:00:00.000000", + "2013-07-23T00:00:00.000000", + "2013-07-24T00:00:00.000000", + "2013-07-25T00:00:00.000000", + "2013-07-26T00:00:00.000000", + "2013-07-29T00:00:00.000000", + "2013-07-30T00:00:00.000000", + "2013-07-31T00:00:00.000000", + "2013-08-01T00:00:00.000000", + "2013-08-02T00:00:00.000000", + "2013-08-05T00:00:00.000000", + "2013-08-06T00:00:00.000000", + "2013-08-07T00:00:00.000000", + "2013-08-08T00:00:00.000000", + "2013-08-09T00:00:00.000000", + "2013-08-12T00:00:00.000000", + "2013-08-13T00:00:00.000000", + "2013-08-14T00:00:00.000000", + "2013-08-15T00:00:00.000000", + "2013-08-16T00:00:00.000000", + "2013-08-19T00:00:00.000000", + "2013-08-20T00:00:00.000000", + "2013-08-21T00:00:00.000000", + "2013-08-22T00:00:00.000000", + "2013-08-23T00:00:00.000000", + "2013-08-26T00:00:00.000000", + "2013-08-27T00:00:00.000000", + "2013-08-28T00:00:00.000000", + "2013-08-29T00:00:00.000000", + "2013-08-30T00:00:00.000000", + "2013-09-02T00:00:00.000000", + "2013-09-03T00:00:00.000000", + "2013-09-04T00:00:00.000000", + "2013-09-05T00:00:00.000000", + "2013-09-06T00:00:00.000000", + "2013-09-09T00:00:00.000000", + "2013-09-10T00:00:00.000000", + "2013-09-11T00:00:00.000000", + "2013-09-12T00:00:00.000000", + "2013-09-13T00:00:00.000000", + "2013-09-16T00:00:00.000000", + "2013-09-17T00:00:00.000000", + "2013-09-18T00:00:00.000000", + "2013-09-19T00:00:00.000000", + "2013-09-20T00:00:00.000000", + "2013-09-23T00:00:00.000000", + "2013-09-24T00:00:00.000000", + "2013-09-25T00:00:00.000000", + "2013-09-26T00:00:00.000000", + "2013-09-27T00:00:00.000000", + "2013-09-30T00:00:00.000000", + "2013-10-01T00:00:00.000000", + "2013-10-02T00:00:00.000000", + "2013-10-03T00:00:00.000000", + "2013-10-04T00:00:00.000000", + "2013-10-07T00:00:00.000000", + "2013-10-08T00:00:00.000000", + "2013-10-09T00:00:00.000000", + "2013-10-10T00:00:00.000000", + "2013-10-11T00:00:00.000000", + "2013-10-14T00:00:00.000000", + "2013-10-15T00:00:00.000000", + "2013-10-16T00:00:00.000000", + "2013-10-17T00:00:00.000000", + "2013-10-18T00:00:00.000000", + "2013-10-21T00:00:00.000000", + "2013-10-22T00:00:00.000000", + "2013-10-23T00:00:00.000000", + "2013-10-24T00:00:00.000000", + "2013-10-25T00:00:00.000000", + "2013-10-28T00:00:00.000000", + "2013-10-29T00:00:00.000000", + "2013-10-30T00:00:00.000000", + "2013-10-31T00:00:00.000000", + "2013-11-01T00:00:00.000000", + "2013-11-04T00:00:00.000000", + "2013-11-05T00:00:00.000000", + "2013-11-06T00:00:00.000000", + "2013-11-07T00:00:00.000000", + "2013-11-08T00:00:00.000000", + "2013-11-11T00:00:00.000000", + "2013-11-12T00:00:00.000000", + "2013-11-13T00:00:00.000000", + "2013-11-14T00:00:00.000000", + "2013-11-15T00:00:00.000000", + "2013-11-18T00:00:00.000000", + "2013-11-19T00:00:00.000000", + "2013-11-20T00:00:00.000000", + "2013-11-21T00:00:00.000000", + "2013-11-22T00:00:00.000000", + "2013-11-25T00:00:00.000000", + "2013-11-26T00:00:00.000000", + "2013-11-27T00:00:00.000000", + "2013-11-28T00:00:00.000000", + "2013-11-29T00:00:00.000000", + "2013-12-02T00:00:00.000000", + "2013-12-03T00:00:00.000000", + "2013-12-04T00:00:00.000000", + "2013-12-05T00:00:00.000000", + "2013-12-06T00:00:00.000000", + "2013-12-09T00:00:00.000000", + "2013-12-10T00:00:00.000000", + "2013-12-11T00:00:00.000000", + "2013-12-12T00:00:00.000000", + "2013-12-13T00:00:00.000000", + "2013-12-16T00:00:00.000000", + "2013-12-17T00:00:00.000000", + "2013-12-18T00:00:00.000000", + "2013-12-19T00:00:00.000000", + "2013-12-20T00:00:00.000000", + "2013-12-23T00:00:00.000000", + "2013-12-24T00:00:00.000000", + "2013-12-25T00:00:00.000000", + "2013-12-26T00:00:00.000000", + "2013-12-27T00:00:00.000000", + "2013-12-30T00:00:00.000000", + "2013-12-31T00:00:00.000000", + "2014-01-01T00:00:00.000000", + "2014-01-02T00:00:00.000000", + "2014-01-03T00:00:00.000000", + "2014-01-06T00:00:00.000000", + "2014-01-07T00:00:00.000000", + "2014-01-08T00:00:00.000000", + "2014-01-09T00:00:00.000000", + "2014-01-10T00:00:00.000000", + "2014-01-13T00:00:00.000000", + "2014-01-14T00:00:00.000000", + "2014-01-15T00:00:00.000000", + "2014-01-16T00:00:00.000000", + "2014-01-17T00:00:00.000000", + "2014-01-20T00:00:00.000000", + "2014-01-21T00:00:00.000000", + "2014-01-22T00:00:00.000000", + "2014-01-23T00:00:00.000000", + "2014-01-24T00:00:00.000000", + "2014-01-27T00:00:00.000000", + "2014-01-28T00:00:00.000000", + "2014-01-29T00:00:00.000000", + "2014-01-30T00:00:00.000000", + "2014-01-31T00:00:00.000000", + "2014-02-03T00:00:00.000000", + "2014-02-04T00:00:00.000000", + "2014-02-05T00:00:00.000000", + "2014-02-06T00:00:00.000000", + "2014-02-07T00:00:00.000000", + "2014-02-10T00:00:00.000000", + "2014-02-11T00:00:00.000000", + "2014-02-12T00:00:00.000000", + "2014-02-13T00:00:00.000000", + "2014-02-14T00:00:00.000000", + "2014-02-17T00:00:00.000000", + "2014-02-18T00:00:00.000000", + "2014-02-19T00:00:00.000000", + "2014-02-20T00:00:00.000000", + "2014-02-21T00:00:00.000000", + "2014-02-24T00:00:00.000000", + "2014-02-25T00:00:00.000000", + "2014-02-26T00:00:00.000000", + "2014-02-27T00:00:00.000000", + "2014-02-28T00:00:00.000000", + "2014-03-03T00:00:00.000000", + "2014-03-04T00:00:00.000000", + "2014-03-05T00:00:00.000000", + "2014-03-06T00:00:00.000000", + "2014-03-07T00:00:00.000000", + "2014-03-10T00:00:00.000000", + "2014-03-11T00:00:00.000000", + "2014-03-12T00:00:00.000000", + "2014-03-13T00:00:00.000000", + "2014-03-14T00:00:00.000000", + "2014-03-17T00:00:00.000000", + "2014-03-18T00:00:00.000000", + "2014-03-19T00:00:00.000000", + "2014-03-20T00:00:00.000000", + "2014-03-21T00:00:00.000000", + "2014-03-24T00:00:00.000000", + "2014-03-25T00:00:00.000000", + "2014-03-26T00:00:00.000000", + "2014-03-27T00:00:00.000000", + "2014-03-28T00:00:00.000000", + "2014-03-31T00:00:00.000000", + "2014-04-01T00:00:00.000000", + "2014-04-02T00:00:00.000000", + "2014-04-03T00:00:00.000000", + "2014-04-04T00:00:00.000000", + "2014-04-07T00:00:00.000000", + "2014-04-08T00:00:00.000000", + "2014-04-09T00:00:00.000000", + "2014-04-10T00:00:00.000000", + "2014-04-11T00:00:00.000000", + "2014-04-14T00:00:00.000000", + "2014-04-15T00:00:00.000000", + "2014-04-16T00:00:00.000000", + "2014-04-17T00:00:00.000000", + "2014-04-18T00:00:00.000000", + "2014-04-21T00:00:00.000000", + "2014-04-22T00:00:00.000000", + "2014-04-23T00:00:00.000000", + "2014-04-24T00:00:00.000000", + "2014-04-25T00:00:00.000000", + "2014-04-28T00:00:00.000000", + "2014-04-29T00:00:00.000000", + "2014-04-30T00:00:00.000000", + "2014-05-01T00:00:00.000000", + "2014-05-02T00:00:00.000000", + "2014-05-05T00:00:00.000000", + "2014-05-06T00:00:00.000000", + "2014-05-07T00:00:00.000000", + "2014-05-08T00:00:00.000000", + "2014-05-09T00:00:00.000000", + "2014-05-12T00:00:00.000000", + "2014-05-13T00:00:00.000000", + "2014-05-14T00:00:00.000000", + "2014-05-15T00:00:00.000000", + "2014-05-16T00:00:00.000000", + "2014-05-19T00:00:00.000000", + "2014-05-20T00:00:00.000000", + "2014-05-21T00:00:00.000000", + "2014-05-22T00:00:00.000000", + "2014-05-23T00:00:00.000000", + "2014-05-26T00:00:00.000000", + "2014-05-27T00:00:00.000000", + "2014-05-28T00:00:00.000000", + "2014-05-29T00:00:00.000000", + "2014-05-30T00:00:00.000000", + "2014-06-02T00:00:00.000000", + "2014-06-03T00:00:00.000000", + "2014-06-04T00:00:00.000000", + "2014-06-05T00:00:00.000000", + "2014-06-06T00:00:00.000000", + "2014-06-09T00:00:00.000000", + "2014-06-10T00:00:00.000000", + "2014-06-11T00:00:00.000000", + "2014-06-12T00:00:00.000000", + "2014-06-13T00:00:00.000000", + "2014-06-16T00:00:00.000000", + "2014-06-17T00:00:00.000000", + "2014-06-18T00:00:00.000000", + "2014-06-19T00:00:00.000000", + "2014-06-20T00:00:00.000000", + "2014-06-23T00:00:00.000000", + "2014-06-24T00:00:00.000000", + "2014-06-25T00:00:00.000000", + "2014-06-26T00:00:00.000000", + "2014-06-27T00:00:00.000000", + "2014-06-30T00:00:00.000000", + "2014-07-01T00:00:00.000000", + "2014-07-02T00:00:00.000000", + "2014-07-03T00:00:00.000000", + "2014-07-04T00:00:00.000000", + "2014-07-07T00:00:00.000000", + "2014-07-08T00:00:00.000000", + "2014-07-09T00:00:00.000000", + "2014-07-10T00:00:00.000000", + "2014-07-11T00:00:00.000000", + "2014-07-14T00:00:00.000000", + "2014-07-15T00:00:00.000000", + "2014-07-16T00:00:00.000000", + "2014-07-17T00:00:00.000000", + "2014-07-18T00:00:00.000000", + "2014-07-21T00:00:00.000000", + "2014-07-22T00:00:00.000000", + "2014-07-23T00:00:00.000000", + "2014-07-24T00:00:00.000000", + "2014-07-25T00:00:00.000000", + "2014-07-28T00:00:00.000000", + "2014-07-29T00:00:00.000000", + "2014-07-30T00:00:00.000000", + "2014-07-31T00:00:00.000000", + "2014-08-01T00:00:00.000000", + "2014-08-04T00:00:00.000000", + "2014-08-05T00:00:00.000000", + "2014-08-06T00:00:00.000000", + "2014-08-07T00:00:00.000000", + "2014-08-08T00:00:00.000000", + "2014-08-11T00:00:00.000000", + "2014-08-12T00:00:00.000000", + "2014-08-13T00:00:00.000000", + "2014-08-14T00:00:00.000000", + "2014-08-15T00:00:00.000000", + "2014-08-18T00:00:00.000000", + "2014-08-19T00:00:00.000000", + "2014-08-20T00:00:00.000000", + "2014-08-21T00:00:00.000000", + "2014-08-22T00:00:00.000000", + "2014-08-25T00:00:00.000000", + "2014-08-26T00:00:00.000000", + "2014-08-27T00:00:00.000000", + "2014-08-28T00:00:00.000000", + "2014-08-29T00:00:00.000000", + "2014-09-01T00:00:00.000000", + "2014-09-02T00:00:00.000000", + "2014-09-03T00:00:00.000000", + "2014-09-04T00:00:00.000000", + "2014-09-05T00:00:00.000000", + "2014-09-08T00:00:00.000000", + "2014-09-09T00:00:00.000000", + "2014-09-10T00:00:00.000000", + "2014-09-11T00:00:00.000000", + "2014-09-12T00:00:00.000000", + "2014-09-15T00:00:00.000000", + "2014-09-16T00:00:00.000000", + "2014-09-17T00:00:00.000000", + "2014-09-18T00:00:00.000000", + "2014-09-19T00:00:00.000000", + "2014-09-22T00:00:00.000000", + "2014-09-23T00:00:00.000000", + "2014-09-24T00:00:00.000000", + "2014-09-25T00:00:00.000000", + "2014-09-26T00:00:00.000000", + "2014-09-29T00:00:00.000000", + "2014-09-30T00:00:00.000000", + "2014-10-01T00:00:00.000000", + "2014-10-02T00:00:00.000000", + "2014-10-03T00:00:00.000000", + "2014-10-06T00:00:00.000000", + "2014-10-07T00:00:00.000000", + "2014-10-08T00:00:00.000000", + "2014-10-09T00:00:00.000000", + "2014-10-10T00:00:00.000000", + "2014-10-13T00:00:00.000000", + "2014-10-14T00:00:00.000000", + "2014-10-15T00:00:00.000000", + "2014-10-16T00:00:00.000000", + "2014-10-17T00:00:00.000000", + "2014-10-20T00:00:00.000000", + "2014-10-21T00:00:00.000000", + "2014-10-22T00:00:00.000000", + "2014-10-23T00:00:00.000000", + "2014-10-24T00:00:00.000000", + "2014-10-27T00:00:00.000000", + "2014-10-28T00:00:00.000000", + "2014-10-29T00:00:00.000000", + "2014-10-30T00:00:00.000000", + "2014-10-31T00:00:00.000000", + "2014-11-03T00:00:00.000000", + "2014-11-04T00:00:00.000000", + "2014-11-05T00:00:00.000000", + "2014-11-06T00:00:00.000000", + "2014-11-07T00:00:00.000000", + "2014-11-10T00:00:00.000000", + "2014-11-11T00:00:00.000000", + "2014-11-12T00:00:00.000000", + "2014-11-13T00:00:00.000000", + "2014-11-14T00:00:00.000000", + "2014-11-17T00:00:00.000000", + "2014-11-18T00:00:00.000000", + "2014-11-19T00:00:00.000000", + "2014-11-20T00:00:00.000000", + "2014-11-21T00:00:00.000000", + "2014-11-24T00:00:00.000000", + "2014-11-25T00:00:00.000000", + "2014-11-26T00:00:00.000000", + "2014-11-27T00:00:00.000000", + "2014-11-28T00:00:00.000000", + "2014-12-01T00:00:00.000000", + "2014-12-02T00:00:00.000000", + "2014-12-03T00:00:00.000000", + "2014-12-04T00:00:00.000000", + "2014-12-05T00:00:00.000000", + "2014-12-08T00:00:00.000000", + "2014-12-09T00:00:00.000000", + "2014-12-10T00:00:00.000000", + "2014-12-11T00:00:00.000000", + "2014-12-12T00:00:00.000000", + "2014-12-15T00:00:00.000000", + "2014-12-16T00:00:00.000000", + "2014-12-17T00:00:00.000000", + "2014-12-18T00:00:00.000000", + "2014-12-19T00:00:00.000000", + "2014-12-22T00:00:00.000000", + "2014-12-23T00:00:00.000000", + "2014-12-24T00:00:00.000000", + "2014-12-25T00:00:00.000000", + "2014-12-26T00:00:00.000000", + "2014-12-29T00:00:00.000000", + "2014-12-30T00:00:00.000000", + "2014-12-31T00:00:00.000000", + "2015-01-01T00:00:00.000000", + "2015-01-02T00:00:00.000000", + "2015-01-05T00:00:00.000000", + "2015-01-06T00:00:00.000000", + "2015-01-07T00:00:00.000000", + "2015-01-08T00:00:00.000000", + "2015-01-09T00:00:00.000000", + "2015-01-12T00:00:00.000000", + "2015-01-13T00:00:00.000000", + "2015-01-14T00:00:00.000000", + "2015-01-15T00:00:00.000000", + "2015-01-16T00:00:00.000000", + "2015-01-19T00:00:00.000000", + "2015-01-20T00:00:00.000000", + "2015-01-21T00:00:00.000000", + "2015-01-22T00:00:00.000000", + "2015-01-23T00:00:00.000000", + "2015-01-26T00:00:00.000000", + "2015-01-27T00:00:00.000000", + "2015-01-28T00:00:00.000000", + "2015-01-29T00:00:00.000000", + "2015-01-30T00:00:00.000000", + "2015-02-02T00:00:00.000000", + "2015-02-03T00:00:00.000000", + "2015-02-04T00:00:00.000000", + "2015-02-05T00:00:00.000000", + "2015-02-06T00:00:00.000000", + "2015-02-09T00:00:00.000000", + "2015-02-10T00:00:00.000000", + "2015-02-11T00:00:00.000000", + "2015-02-12T00:00:00.000000", + "2015-02-13T00:00:00.000000", + "2015-02-16T00:00:00.000000", + "2015-02-17T00:00:00.000000", + "2015-02-18T00:00:00.000000", + "2015-02-19T00:00:00.000000", + "2015-02-20T00:00:00.000000", + "2015-02-23T00:00:00.000000", + "2015-02-24T00:00:00.000000", + "2015-02-25T00:00:00.000000", + "2015-02-26T00:00:00.000000", + "2015-02-27T00:00:00.000000", + "2015-03-02T00:00:00.000000", + "2015-03-03T00:00:00.000000", + "2015-03-04T00:00:00.000000", + "2015-03-05T00:00:00.000000", + "2015-03-06T00:00:00.000000", + "2015-03-09T00:00:00.000000", + "2015-03-10T00:00:00.000000", + "2015-03-11T00:00:00.000000", + "2015-03-12T00:00:00.000000", + "2015-03-13T00:00:00.000000", + "2015-03-16T00:00:00.000000", + "2015-03-17T00:00:00.000000", + "2015-03-18T00:00:00.000000", + "2015-03-19T00:00:00.000000", + "2015-03-20T00:00:00.000000", + "2015-03-23T00:00:00.000000", + "2015-03-24T00:00:00.000000", + "2015-03-25T00:00:00.000000", + "2015-03-26T00:00:00.000000", + "2015-03-27T00:00:00.000000", + "2015-03-30T00:00:00.000000", + "2015-03-31T00:00:00.000000", + "2015-04-01T00:00:00.000000", + "2015-04-02T00:00:00.000000", + "2015-04-03T00:00:00.000000", + "2015-04-06T00:00:00.000000", + "2015-04-07T00:00:00.000000", + "2015-04-08T00:00:00.000000", + "2015-04-09T00:00:00.000000", + "2015-04-10T00:00:00.000000", + "2015-04-13T00:00:00.000000", + "2015-04-14T00:00:00.000000", + "2015-04-15T00:00:00.000000", + "2015-04-16T00:00:00.000000", + "2015-04-17T00:00:00.000000", + "2015-04-20T00:00:00.000000", + "2015-04-21T00:00:00.000000", + "2015-04-22T00:00:00.000000", + "2015-04-23T00:00:00.000000", + "2015-04-24T00:00:00.000000", + "2015-04-27T00:00:00.000000", + "2015-04-28T00:00:00.000000", + "2015-04-29T00:00:00.000000", + "2015-04-30T00:00:00.000000", + "2015-05-01T00:00:00.000000", + "2015-05-04T00:00:00.000000", + "2015-05-05T00:00:00.000000", + "2015-05-06T00:00:00.000000", + "2015-05-07T00:00:00.000000", + "2015-05-08T00:00:00.000000", + "2015-05-11T00:00:00.000000", + "2015-05-12T00:00:00.000000", + "2015-05-13T00:00:00.000000", + "2015-05-14T00:00:00.000000", + "2015-05-15T00:00:00.000000", + "2015-05-18T00:00:00.000000", + "2015-05-19T00:00:00.000000", + "2015-05-20T00:00:00.000000", + "2015-05-21T00:00:00.000000", + "2015-05-22T00:00:00.000000", + "2015-05-25T00:00:00.000000", + "2015-05-26T00:00:00.000000", + "2015-05-27T00:00:00.000000", + "2015-05-28T00:00:00.000000", + "2015-05-29T00:00:00.000000", + "2015-06-01T00:00:00.000000", + "2015-06-02T00:00:00.000000", + "2015-06-03T00:00:00.000000", + "2015-06-04T00:00:00.000000", + "2015-06-05T00:00:00.000000", + "2015-06-08T00:00:00.000000", + "2015-06-09T00:00:00.000000", + "2015-06-10T00:00:00.000000", + "2015-06-11T00:00:00.000000", + "2015-06-12T00:00:00.000000", + "2015-06-15T00:00:00.000000", + "2015-06-16T00:00:00.000000", + "2015-06-17T00:00:00.000000", + "2015-06-18T00:00:00.000000", + "2015-06-19T00:00:00.000000", + "2015-06-22T00:00:00.000000", + "2015-06-23T00:00:00.000000", + "2015-06-24T00:00:00.000000", + "2015-06-25T00:00:00.000000", + "2015-06-26T00:00:00.000000", + "2015-06-29T00:00:00.000000", + "2015-06-30T00:00:00.000000", + "2015-07-01T00:00:00.000000", + "2015-07-02T00:00:00.000000", + "2015-07-03T00:00:00.000000", + "2015-07-06T00:00:00.000000", + "2015-07-07T00:00:00.000000", + "2015-07-08T00:00:00.000000", + "2015-07-09T00:00:00.000000", + "2015-07-10T00:00:00.000000", + "2015-07-13T00:00:00.000000", + "2015-07-14T00:00:00.000000", + "2015-07-15T00:00:00.000000", + "2015-07-16T00:00:00.000000", + "2015-07-17T00:00:00.000000", + "2015-07-20T00:00:00.000000", + "2015-07-21T00:00:00.000000", + "2015-07-22T00:00:00.000000", + "2015-07-23T00:00:00.000000", + "2015-07-24T00:00:00.000000", + "2015-07-27T00:00:00.000000", + "2015-07-28T00:00:00.000000", + "2015-07-29T00:00:00.000000", + "2015-07-30T00:00:00.000000", + "2015-07-31T00:00:00.000000", + "2015-08-03T00:00:00.000000", + "2015-08-04T00:00:00.000000", + "2015-08-05T00:00:00.000000", + "2015-08-06T00:00:00.000000", + "2015-08-07T00:00:00.000000", + "2015-08-10T00:00:00.000000", + "2015-08-11T00:00:00.000000", + "2015-08-12T00:00:00.000000", + "2015-08-13T00:00:00.000000", + "2015-08-14T00:00:00.000000", + "2015-08-17T00:00:00.000000", + "2015-08-18T00:00:00.000000", + "2015-08-19T00:00:00.000000", + "2015-08-20T00:00:00.000000", + "2015-08-21T00:00:00.000000", + "2015-08-24T00:00:00.000000", + "2015-08-25T00:00:00.000000", + "2015-08-26T00:00:00.000000", + "2015-08-27T00:00:00.000000", + "2015-08-28T00:00:00.000000", + "2015-08-31T00:00:00.000000", + "2015-09-01T00:00:00.000000", + "2015-09-02T00:00:00.000000", + "2015-09-03T00:00:00.000000", + "2015-09-04T00:00:00.000000", + "2015-09-07T00:00:00.000000", + "2015-09-08T00:00:00.000000", + "2015-09-09T00:00:00.000000", + "2015-09-10T00:00:00.000000", + "2015-09-11T00:00:00.000000", + "2015-09-14T00:00:00.000000", + "2015-09-15T00:00:00.000000", + "2015-09-16T00:00:00.000000", + "2015-09-17T00:00:00.000000", + "2015-09-18T00:00:00.000000", + "2015-09-21T00:00:00.000000", + "2015-09-22T00:00:00.000000", + "2015-09-23T00:00:00.000000", + "2015-09-24T00:00:00.000000", + "2015-09-25T00:00:00.000000", + "2015-09-28T00:00:00.000000", + "2015-09-29T00:00:00.000000", + "2015-09-30T00:00:00.000000", + "2015-10-01T00:00:00.000000", + "2015-10-02T00:00:00.000000", + "2015-10-05T00:00:00.000000", + "2015-10-06T00:00:00.000000", + "2015-10-07T00:00:00.000000", + "2015-10-08T00:00:00.000000", + "2015-10-09T00:00:00.000000", + "2015-10-12T00:00:00.000000", + "2015-10-13T00:00:00.000000", + "2015-10-14T00:00:00.000000", + "2015-10-15T00:00:00.000000", + "2015-10-16T00:00:00.000000", + "2015-10-19T00:00:00.000000", + "2015-10-20T00:00:00.000000", + "2015-10-21T00:00:00.000000", + "2015-10-22T00:00:00.000000", + "2015-10-23T00:00:00.000000", + "2015-10-26T00:00:00.000000", + "2015-10-27T00:00:00.000000", + "2015-10-28T00:00:00.000000", + "2015-10-29T00:00:00.000000", + "2015-10-30T00:00:00.000000", + "2015-11-02T00:00:00.000000", + "2015-11-03T00:00:00.000000", + "2015-11-04T00:00:00.000000", + "2015-11-05T00:00:00.000000", + "2015-11-06T00:00:00.000000", + "2015-11-09T00:00:00.000000", + "2015-11-10T00:00:00.000000", + "2015-11-11T00:00:00.000000", + "2015-11-12T00:00:00.000000", + "2015-11-13T00:00:00.000000", + "2015-11-16T00:00:00.000000", + "2015-11-17T00:00:00.000000", + "2015-11-18T00:00:00.000000", + "2015-11-19T00:00:00.000000", + "2015-11-20T00:00:00.000000", + "2015-11-23T00:00:00.000000", + "2015-11-24T00:00:00.000000", + "2015-11-25T00:00:00.000000", + "2015-11-26T00:00:00.000000", + "2015-11-27T00:00:00.000000", + "2015-11-30T00:00:00.000000", + "2015-12-01T00:00:00.000000", + "2015-12-02T00:00:00.000000", + "2015-12-03T00:00:00.000000", + "2015-12-04T00:00:00.000000", + "2015-12-07T00:00:00.000000", + "2015-12-08T00:00:00.000000", + "2015-12-09T00:00:00.000000", + "2015-12-10T00:00:00.000000", + "2015-12-11T00:00:00.000000", + "2015-12-14T00:00:00.000000", + "2015-12-15T00:00:00.000000", + "2015-12-16T00:00:00.000000", + "2015-12-17T00:00:00.000000", + "2015-12-18T00:00:00.000000", + "2015-12-21T00:00:00.000000", + "2015-12-22T00:00:00.000000", + "2015-12-23T00:00:00.000000", + "2015-12-24T00:00:00.000000", + "2015-12-25T00:00:00.000000", + "2015-12-28T00:00:00.000000", + "2015-12-29T00:00:00.000000", + "2015-12-30T00:00:00.000000", + "2015-12-31T00:00:00.000000", + "2016-01-01T00:00:00.000000", + "2016-01-04T00:00:00.000000", + "2016-01-05T00:00:00.000000", + "2016-01-06T00:00:00.000000", + "2016-01-07T00:00:00.000000", + "2016-01-08T00:00:00.000000", + "2016-01-11T00:00:00.000000", + "2016-01-12T00:00:00.000000", + "2016-01-13T00:00:00.000000", + "2016-01-14T00:00:00.000000", + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000" + ], + "xaxis": "x2", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y2" + }, + { + "line": { + "color": "#d55181", + "width": 1.6 + }, + "mode": "lines", + "name": "21 business days", + "showlegend": false, + "type": "scatter", + "x": [ + "2000-02-01T00:00:00.000000", + "2000-02-02T00:00:00.000000", + "2000-02-03T00:00:00.000000", + "2000-02-04T00:00:00.000000", + "2000-02-07T00:00:00.000000", + "2000-02-08T00:00:00.000000", + "2000-02-09T00:00:00.000000", + "2000-02-10T00:00:00.000000", + "2000-02-11T00:00:00.000000", + "2000-02-14T00:00:00.000000", + "2000-02-15T00:00:00.000000", + "2000-02-16T00:00:00.000000", + "2000-02-17T00:00:00.000000", + "2000-02-18T00:00:00.000000", + "2000-02-21T00:00:00.000000", + "2000-02-22T00:00:00.000000", + "2000-02-23T00:00:00.000000", + "2000-02-24T00:00:00.000000", + "2000-02-25T00:00:00.000000", + "2000-02-28T00:00:00.000000", + "2000-02-29T00:00:00.000000", + "2000-03-01T00:00:00.000000", + "2000-03-02T00:00:00.000000", + "2000-03-03T00:00:00.000000", + "2000-03-06T00:00:00.000000", + "2000-03-07T00:00:00.000000", + "2000-03-08T00:00:00.000000", + "2000-03-09T00:00:00.000000", + "2000-03-10T00:00:00.000000", + "2000-03-13T00:00:00.000000", + "2000-03-14T00:00:00.000000", + "2000-03-15T00:00:00.000000", + "2000-03-16T00:00:00.000000", + "2000-03-17T00:00:00.000000", + "2000-03-20T00:00:00.000000", + "2000-03-21T00:00:00.000000", + "2000-03-22T00:00:00.000000", + "2000-03-23T00:00:00.000000", + "2000-03-24T00:00:00.000000", + "2000-03-27T00:00:00.000000", + "2000-03-28T00:00:00.000000", + "2000-03-29T00:00:00.000000", + "2000-03-30T00:00:00.000000", + "2000-03-31T00:00:00.000000", + "2000-04-03T00:00:00.000000", + "2000-04-04T00:00:00.000000", + "2000-04-05T00:00:00.000000", + "2000-04-06T00:00:00.000000", + "2000-04-07T00:00:00.000000", + "2000-04-10T00:00:00.000000", + "2000-04-11T00:00:00.000000", + "2000-04-12T00:00:00.000000", + "2000-04-13T00:00:00.000000", + "2000-04-14T00:00:00.000000", + "2000-04-17T00:00:00.000000", + "2000-04-18T00:00:00.000000", + "2000-04-19T00:00:00.000000", + "2000-04-20T00:00:00.000000", + "2000-04-21T00:00:00.000000", + "2000-04-24T00:00:00.000000", + "2000-04-25T00:00:00.000000", + "2000-04-26T00:00:00.000000", + "2000-04-27T00:00:00.000000", + "2000-04-28T00:00:00.000000", + "2000-05-01T00:00:00.000000", + "2000-05-02T00:00:00.000000", + "2000-05-03T00:00:00.000000", + "2000-05-04T00:00:00.000000", + "2000-05-05T00:00:00.000000", + "2000-05-08T00:00:00.000000", + "2000-05-09T00:00:00.000000", + "2000-05-10T00:00:00.000000", + "2000-05-11T00:00:00.000000", + "2000-05-12T00:00:00.000000", + "2000-05-15T00:00:00.000000", + "2000-05-16T00:00:00.000000", + "2000-05-17T00:00:00.000000", + "2000-05-18T00:00:00.000000", + "2000-05-19T00:00:00.000000", + "2000-05-22T00:00:00.000000", + "2000-05-23T00:00:00.000000", + "2000-05-24T00:00:00.000000", + "2000-05-25T00:00:00.000000", + "2000-05-26T00:00:00.000000", + "2000-05-29T00:00:00.000000", + "2000-05-30T00:00:00.000000", + "2000-05-31T00:00:00.000000", + "2000-06-01T00:00:00.000000", + "2000-06-02T00:00:00.000000", + "2000-06-05T00:00:00.000000", + "2000-06-06T00:00:00.000000", + "2000-06-07T00:00:00.000000", + "2000-06-08T00:00:00.000000", + "2000-06-09T00:00:00.000000", + "2000-06-12T00:00:00.000000", + "2000-06-13T00:00:00.000000", + "2000-06-14T00:00:00.000000", + "2000-06-15T00:00:00.000000", + "2000-06-16T00:00:00.000000", + "2000-06-19T00:00:00.000000", + "2000-06-20T00:00:00.000000", + "2000-06-21T00:00:00.000000", + "2000-06-22T00:00:00.000000", + "2000-06-23T00:00:00.000000", + "2000-06-26T00:00:00.000000", + "2000-06-27T00:00:00.000000", + "2000-06-28T00:00:00.000000", + "2000-06-29T00:00:00.000000", + "2000-06-30T00:00:00.000000", + "2000-07-03T00:00:00.000000", + "2000-07-04T00:00:00.000000", + "2000-07-05T00:00:00.000000", + "2000-07-06T00:00:00.000000", + "2000-07-07T00:00:00.000000", + "2000-07-10T00:00:00.000000", + "2000-07-11T00:00:00.000000", + "2000-07-12T00:00:00.000000", + "2000-07-13T00:00:00.000000", + "2000-07-14T00:00:00.000000", + "2000-07-17T00:00:00.000000", + "2000-07-18T00:00:00.000000", + "2000-07-19T00:00:00.000000", + "2000-07-20T00:00:00.000000", + "2000-07-21T00:00:00.000000", + "2000-07-24T00:00:00.000000", + "2000-07-25T00:00:00.000000", + "2000-07-26T00:00:00.000000", + "2000-07-27T00:00:00.000000", + "2000-07-28T00:00:00.000000", + "2000-07-31T00:00:00.000000", + "2000-08-01T00:00:00.000000", + "2000-08-02T00:00:00.000000", + "2000-08-03T00:00:00.000000", + "2000-08-04T00:00:00.000000", + "2000-08-07T00:00:00.000000", + "2000-08-08T00:00:00.000000", + "2000-08-09T00:00:00.000000", + "2000-08-10T00:00:00.000000", + "2000-08-11T00:00:00.000000", + "2000-08-14T00:00:00.000000", + "2000-08-15T00:00:00.000000", + "2000-08-16T00:00:00.000000", + "2000-08-17T00:00:00.000000", + "2000-08-18T00:00:00.000000", + "2000-08-21T00:00:00.000000", + "2000-08-22T00:00:00.000000", + "2000-08-23T00:00:00.000000", + "2000-08-24T00:00:00.000000", + "2000-08-25T00:00:00.000000", + "2000-08-28T00:00:00.000000", + "2000-08-29T00:00:00.000000", + "2000-08-30T00:00:00.000000", + "2000-08-31T00:00:00.000000", + "2000-09-01T00:00:00.000000", + "2000-09-04T00:00:00.000000", + "2000-09-05T00:00:00.000000", + "2000-09-06T00:00:00.000000", + "2000-09-07T00:00:00.000000", + "2000-09-08T00:00:00.000000", + "2000-09-11T00:00:00.000000", + "2000-09-12T00:00:00.000000", + "2000-09-13T00:00:00.000000", + "2000-09-14T00:00:00.000000", + "2000-09-15T00:00:00.000000", + "2000-09-18T00:00:00.000000", + "2000-09-19T00:00:00.000000", + "2000-09-20T00:00:00.000000", + "2000-09-21T00:00:00.000000", + "2000-09-22T00:00:00.000000", + "2000-09-25T00:00:00.000000", + "2000-09-26T00:00:00.000000", + "2000-09-27T00:00:00.000000", + "2000-09-28T00:00:00.000000", + "2000-09-29T00:00:00.000000", + "2000-10-02T00:00:00.000000", + "2000-10-03T00:00:00.000000", + "2000-10-04T00:00:00.000000", + "2000-10-05T00:00:00.000000", + "2000-10-06T00:00:00.000000", + "2000-10-09T00:00:00.000000", + "2000-10-10T00:00:00.000000", + "2000-10-11T00:00:00.000000", + "2000-10-12T00:00:00.000000", + "2000-10-13T00:00:00.000000", + "2000-10-16T00:00:00.000000", + "2000-10-17T00:00:00.000000", + "2000-10-18T00:00:00.000000", + "2000-10-19T00:00:00.000000", + "2000-10-20T00:00:00.000000", + "2000-10-23T00:00:00.000000", + "2000-10-24T00:00:00.000000", + "2000-10-25T00:00:00.000000", + "2000-10-26T00:00:00.000000", + "2000-10-27T00:00:00.000000", + "2000-10-30T00:00:00.000000", + "2000-10-31T00:00:00.000000", + "2000-11-01T00:00:00.000000", + "2000-11-02T00:00:00.000000", + "2000-11-03T00:00:00.000000", + "2000-11-06T00:00:00.000000", + "2000-11-07T00:00:00.000000", + "2000-11-08T00:00:00.000000", + "2000-11-09T00:00:00.000000", + "2000-11-10T00:00:00.000000", + "2000-11-13T00:00:00.000000", + "2000-11-14T00:00:00.000000", + "2000-11-15T00:00:00.000000", + "2000-11-16T00:00:00.000000", + "2000-11-17T00:00:00.000000", + "2000-11-20T00:00:00.000000", + "2000-11-21T00:00:00.000000", + "2000-11-22T00:00:00.000000", + "2000-11-23T00:00:00.000000", + "2000-11-24T00:00:00.000000", + "2000-11-27T00:00:00.000000", + "2000-11-28T00:00:00.000000", + "2000-11-29T00:00:00.000000", + "2000-11-30T00:00:00.000000", + "2000-12-01T00:00:00.000000", + "2000-12-04T00:00:00.000000", + "2000-12-05T00:00:00.000000", + "2000-12-06T00:00:00.000000", + "2000-12-07T00:00:00.000000", + "2000-12-08T00:00:00.000000", + "2000-12-11T00:00:00.000000", + "2000-12-12T00:00:00.000000", + "2000-12-13T00:00:00.000000", + "2000-12-14T00:00:00.000000", + "2000-12-15T00:00:00.000000", + "2000-12-18T00:00:00.000000", + "2000-12-19T00:00:00.000000", + "2000-12-20T00:00:00.000000", + "2000-12-21T00:00:00.000000", + "2000-12-22T00:00:00.000000", + "2000-12-25T00:00:00.000000", + "2000-12-26T00:00:00.000000", + "2000-12-27T00:00:00.000000", + "2000-12-28T00:00:00.000000", + "2000-12-29T00:00:00.000000", + "2001-01-01T00:00:00.000000", + "2001-01-02T00:00:00.000000", + "2001-01-03T00:00:00.000000", + "2001-01-04T00:00:00.000000", + "2001-01-05T00:00:00.000000", + "2001-01-08T00:00:00.000000", + "2001-01-09T00:00:00.000000", + "2001-01-10T00:00:00.000000", + "2001-01-11T00:00:00.000000", + "2001-01-12T00:00:00.000000", + "2001-01-15T00:00:00.000000", + "2001-01-16T00:00:00.000000", + "2001-01-17T00:00:00.000000", + "2001-01-18T00:00:00.000000", + "2001-01-19T00:00:00.000000", + "2001-01-22T00:00:00.000000", + "2001-01-23T00:00:00.000000", + "2001-01-24T00:00:00.000000", + "2001-01-25T00:00:00.000000", + "2001-01-26T00:00:00.000000", + "2001-01-29T00:00:00.000000", + "2001-01-30T00:00:00.000000", + "2001-01-31T00:00:00.000000", + "2001-02-01T00:00:00.000000", + "2001-02-02T00:00:00.000000", + "2001-02-05T00:00:00.000000", + "2001-02-06T00:00:00.000000", + "2001-02-07T00:00:00.000000", + "2001-02-08T00:00:00.000000", + "2001-02-09T00:00:00.000000", + "2001-02-12T00:00:00.000000", + "2001-02-13T00:00:00.000000", + "2001-02-14T00:00:00.000000", + "2001-02-15T00:00:00.000000", + "2001-02-16T00:00:00.000000", + "2001-02-19T00:00:00.000000", + "2001-02-20T00:00:00.000000", + "2001-02-21T00:00:00.000000", + "2001-02-22T00:00:00.000000", + "2001-02-23T00:00:00.000000", + "2001-02-26T00:00:00.000000", + "2001-02-27T00:00:00.000000", + "2001-02-28T00:00:00.000000", + "2001-03-01T00:00:00.000000", + "2001-03-02T00:00:00.000000", + "2001-03-05T00:00:00.000000", + "2001-03-06T00:00:00.000000", + "2001-03-07T00:00:00.000000", + "2001-03-08T00:00:00.000000", + "2001-03-09T00:00:00.000000", + "2001-03-12T00:00:00.000000", + "2001-03-13T00:00:00.000000", + "2001-03-14T00:00:00.000000", + "2001-03-15T00:00:00.000000", + "2001-03-16T00:00:00.000000", + "2001-03-19T00:00:00.000000", + "2001-03-20T00:00:00.000000", + "2001-03-21T00:00:00.000000", + "2001-03-22T00:00:00.000000", + "2001-03-23T00:00:00.000000", + "2001-03-26T00:00:00.000000", + "2001-03-27T00:00:00.000000", + "2001-03-28T00:00:00.000000", + "2001-03-29T00:00:00.000000", + "2001-03-30T00:00:00.000000", + "2001-04-02T00:00:00.000000", + "2001-04-03T00:00:00.000000", + "2001-04-04T00:00:00.000000", + "2001-04-05T00:00:00.000000", + "2001-04-06T00:00:00.000000", + "2001-04-09T00:00:00.000000", + "2001-04-10T00:00:00.000000", + "2001-04-11T00:00:00.000000", + "2001-04-12T00:00:00.000000", + "2001-04-13T00:00:00.000000", + "2001-04-16T00:00:00.000000", + "2001-04-17T00:00:00.000000", + "2001-04-18T00:00:00.000000", + "2001-04-19T00:00:00.000000", + "2001-04-20T00:00:00.000000", + "2001-04-23T00:00:00.000000", + "2001-04-24T00:00:00.000000", + "2001-04-25T00:00:00.000000", + "2001-04-26T00:00:00.000000", + "2001-04-27T00:00:00.000000", + "2001-04-30T00:00:00.000000", + "2001-05-01T00:00:00.000000", + "2001-05-02T00:00:00.000000", + "2001-05-03T00:00:00.000000", + "2001-05-04T00:00:00.000000", + "2001-05-07T00:00:00.000000", + "2001-05-08T00:00:00.000000", + "2001-05-09T00:00:00.000000", + "2001-05-10T00:00:00.000000", + "2001-05-11T00:00:00.000000", + "2001-05-14T00:00:00.000000", + "2001-05-15T00:00:00.000000", + "2001-05-16T00:00:00.000000", + "2001-05-17T00:00:00.000000", + "2001-05-18T00:00:00.000000", + "2001-05-21T00:00:00.000000", + "2001-05-22T00:00:00.000000", + "2001-05-23T00:00:00.000000", + "2001-05-24T00:00:00.000000", + "2001-05-25T00:00:00.000000", + "2001-05-28T00:00:00.000000", + "2001-05-29T00:00:00.000000", + "2001-05-30T00:00:00.000000", + "2001-05-31T00:00:00.000000", + "2001-06-01T00:00:00.000000", + "2001-06-04T00:00:00.000000", + "2001-06-05T00:00:00.000000", + "2001-06-06T00:00:00.000000", + "2001-06-07T00:00:00.000000", + "2001-06-08T00:00:00.000000", + "2001-06-11T00:00:00.000000", + "2001-06-12T00:00:00.000000", + "2001-06-13T00:00:00.000000", + "2001-06-14T00:00:00.000000", + "2001-06-15T00:00:00.000000", + "2001-06-18T00:00:00.000000", + "2001-06-19T00:00:00.000000", + "2001-06-20T00:00:00.000000", + "2001-06-21T00:00:00.000000", + "2001-06-22T00:00:00.000000", + "2001-06-25T00:00:00.000000", + "2001-06-26T00:00:00.000000", + "2001-06-27T00:00:00.000000", + "2001-06-28T00:00:00.000000", + "2001-06-29T00:00:00.000000", + "2001-07-02T00:00:00.000000", + "2001-07-03T00:00:00.000000", + "2001-07-04T00:00:00.000000", + "2001-07-05T00:00:00.000000", + "2001-07-06T00:00:00.000000", + "2001-07-09T00:00:00.000000", + "2001-07-10T00:00:00.000000", + "2001-07-11T00:00:00.000000", + "2001-07-12T00:00:00.000000", + "2001-07-13T00:00:00.000000", + "2001-07-16T00:00:00.000000", + "2001-07-17T00:00:00.000000", + "2001-07-18T00:00:00.000000", + "2001-07-19T00:00:00.000000", + "2001-07-20T00:00:00.000000", + "2001-07-23T00:00:00.000000", + "2001-07-24T00:00:00.000000", + "2001-07-25T00:00:00.000000", + "2001-07-26T00:00:00.000000", + "2001-07-27T00:00:00.000000", + "2001-07-30T00:00:00.000000", + "2001-07-31T00:00:00.000000", + "2001-08-01T00:00:00.000000", + "2001-08-02T00:00:00.000000", + "2001-08-03T00:00:00.000000", + "2001-08-06T00:00:00.000000", + "2001-08-07T00:00:00.000000", + "2001-08-08T00:00:00.000000", + "2001-08-09T00:00:00.000000", + "2001-08-10T00:00:00.000000", + "2001-08-13T00:00:00.000000", + "2001-08-14T00:00:00.000000", + "2001-08-15T00:00:00.000000", + "2001-08-16T00:00:00.000000", + "2001-08-17T00:00:00.000000", + "2001-08-20T00:00:00.000000", + "2001-08-21T00:00:00.000000", + "2001-08-22T00:00:00.000000", + "2001-08-23T00:00:00.000000", + "2001-08-24T00:00:00.000000", + "2001-08-27T00:00:00.000000", + "2001-08-28T00:00:00.000000", + "2001-08-29T00:00:00.000000", + "2001-08-30T00:00:00.000000", + "2001-08-31T00:00:00.000000", + "2001-09-03T00:00:00.000000", + "2001-09-04T00:00:00.000000", + "2001-09-05T00:00:00.000000", + "2001-09-06T00:00:00.000000", + "2001-09-07T00:00:00.000000", + "2001-09-10T00:00:00.000000", + "2001-09-11T00:00:00.000000", + "2001-09-12T00:00:00.000000", + "2001-09-13T00:00:00.000000", + "2001-09-14T00:00:00.000000", + "2001-09-17T00:00:00.000000", + "2001-09-18T00:00:00.000000", + "2001-09-19T00:00:00.000000", + "2001-09-20T00:00:00.000000", + "2001-09-21T00:00:00.000000", + "2001-09-24T00:00:00.000000", + "2001-09-25T00:00:00.000000", + "2001-09-26T00:00:00.000000", + "2001-09-27T00:00:00.000000", + "2001-09-28T00:00:00.000000", + "2001-10-01T00:00:00.000000", + "2001-10-02T00:00:00.000000", + "2001-10-03T00:00:00.000000", + "2001-10-04T00:00:00.000000", + "2001-10-05T00:00:00.000000", + "2001-10-08T00:00:00.000000", + "2001-10-09T00:00:00.000000", + "2001-10-10T00:00:00.000000", + "2001-10-11T00:00:00.000000", + "2001-10-12T00:00:00.000000", + "2001-10-15T00:00:00.000000", + "2001-10-16T00:00:00.000000", + "2001-10-17T00:00:00.000000", + "2001-10-18T00:00:00.000000", + "2001-10-19T00:00:00.000000", + "2001-10-22T00:00:00.000000", + "2001-10-23T00:00:00.000000", + "2001-10-24T00:00:00.000000", + "2001-10-25T00:00:00.000000", + "2001-10-26T00:00:00.000000", + "2001-10-29T00:00:00.000000", + "2001-10-30T00:00:00.000000", + "2001-10-31T00:00:00.000000", + "2001-11-01T00:00:00.000000", + "2001-11-02T00:00:00.000000", + "2001-11-05T00:00:00.000000", + "2001-11-06T00:00:00.000000", + "2001-11-07T00:00:00.000000", + "2001-11-08T00:00:00.000000", + "2001-11-09T00:00:00.000000", + "2001-11-12T00:00:00.000000", + "2001-11-13T00:00:00.000000", + "2001-11-14T00:00:00.000000", + "2001-11-15T00:00:00.000000", + "2001-11-16T00:00:00.000000", + "2001-11-19T00:00:00.000000", + "2001-11-20T00:00:00.000000", + "2001-11-21T00:00:00.000000", + "2001-11-22T00:00:00.000000", + "2001-11-23T00:00:00.000000", + "2001-11-26T00:00:00.000000", + "2001-11-27T00:00:00.000000", + "2001-11-28T00:00:00.000000", + "2001-11-29T00:00:00.000000", + "2001-11-30T00:00:00.000000", + "2001-12-03T00:00:00.000000", + "2001-12-04T00:00:00.000000", + "2001-12-05T00:00:00.000000", + "2001-12-06T00:00:00.000000", + "2001-12-07T00:00:00.000000", + "2001-12-10T00:00:00.000000", + "2001-12-11T00:00:00.000000", + "2001-12-12T00:00:00.000000", + "2001-12-13T00:00:00.000000", + "2001-12-14T00:00:00.000000", + "2001-12-17T00:00:00.000000", + "2001-12-18T00:00:00.000000", + "2001-12-19T00:00:00.000000", + "2001-12-20T00:00:00.000000", + "2001-12-21T00:00:00.000000", + "2001-12-24T00:00:00.000000", + "2001-12-25T00:00:00.000000", + "2001-12-26T00:00:00.000000", + "2001-12-27T00:00:00.000000", + "2001-12-28T00:00:00.000000", + "2001-12-31T00:00:00.000000", + "2002-01-01T00:00:00.000000", + "2002-01-02T00:00:00.000000", + "2002-01-03T00:00:00.000000", + "2002-01-04T00:00:00.000000", + "2002-01-07T00:00:00.000000", + "2002-01-08T00:00:00.000000", + "2002-01-09T00:00:00.000000", + "2002-01-10T00:00:00.000000", + "2002-01-11T00:00:00.000000", + "2002-01-14T00:00:00.000000", + "2002-01-15T00:00:00.000000", + "2002-01-16T00:00:00.000000", + "2002-01-17T00:00:00.000000", + "2002-01-18T00:00:00.000000", + "2002-01-21T00:00:00.000000", + "2002-01-22T00:00:00.000000", + "2002-01-23T00:00:00.000000", + "2002-01-24T00:00:00.000000", + "2002-01-25T00:00:00.000000", + "2002-01-28T00:00:00.000000", + "2002-01-29T00:00:00.000000", + "2002-01-30T00:00:00.000000", + "2002-01-31T00:00:00.000000", + "2002-02-01T00:00:00.000000", + "2002-02-04T00:00:00.000000", + "2002-02-05T00:00:00.000000", + "2002-02-06T00:00:00.000000", + "2002-02-07T00:00:00.000000", + "2002-02-08T00:00:00.000000", + "2002-02-11T00:00:00.000000", + "2002-02-12T00:00:00.000000", + "2002-02-13T00:00:00.000000", + "2002-02-14T00:00:00.000000", + "2002-02-15T00:00:00.000000", + "2002-02-18T00:00:00.000000", + "2002-02-19T00:00:00.000000", + "2002-02-20T00:00:00.000000", + "2002-02-21T00:00:00.000000", + "2002-02-22T00:00:00.000000", + "2002-02-25T00:00:00.000000", + "2002-02-26T00:00:00.000000", + "2002-02-27T00:00:00.000000", + "2002-02-28T00:00:00.000000", + "2002-03-01T00:00:00.000000", + "2002-03-04T00:00:00.000000", + "2002-03-05T00:00:00.000000", + "2002-03-06T00:00:00.000000", + "2002-03-07T00:00:00.000000", + "2002-03-08T00:00:00.000000", + "2002-03-11T00:00:00.000000", + "2002-03-12T00:00:00.000000", + "2002-03-13T00:00:00.000000", + "2002-03-14T00:00:00.000000", + "2002-03-15T00:00:00.000000", + "2002-03-18T00:00:00.000000", + "2002-03-19T00:00:00.000000", + "2002-03-20T00:00:00.000000", + "2002-03-21T00:00:00.000000", + "2002-03-22T00:00:00.000000", + "2002-03-25T00:00:00.000000", + "2002-03-26T00:00:00.000000", + "2002-03-27T00:00:00.000000", + "2002-03-28T00:00:00.000000", + "2002-03-29T00:00:00.000000", + "2002-04-01T00:00:00.000000", + "2002-04-02T00:00:00.000000", + "2002-04-03T00:00:00.000000", + "2002-04-04T00:00:00.000000", + "2002-04-05T00:00:00.000000", + "2002-04-08T00:00:00.000000", + "2002-04-09T00:00:00.000000", + "2002-04-10T00:00:00.000000", + "2002-04-11T00:00:00.000000", + "2002-04-12T00:00:00.000000", + "2002-04-15T00:00:00.000000", + "2002-04-16T00:00:00.000000", + "2002-04-17T00:00:00.000000", + "2002-04-18T00:00:00.000000", + "2002-04-19T00:00:00.000000", + "2002-04-22T00:00:00.000000", + "2002-04-23T00:00:00.000000", + "2002-04-24T00:00:00.000000", + "2002-04-25T00:00:00.000000", + "2002-04-26T00:00:00.000000", + "2002-04-29T00:00:00.000000", + "2002-04-30T00:00:00.000000", + "2002-05-01T00:00:00.000000", + "2002-05-02T00:00:00.000000", + "2002-05-03T00:00:00.000000", + "2002-05-06T00:00:00.000000", + "2002-05-07T00:00:00.000000", + "2002-05-08T00:00:00.000000", + "2002-05-09T00:00:00.000000", + "2002-05-10T00:00:00.000000", + "2002-05-13T00:00:00.000000", + "2002-05-14T00:00:00.000000", + "2002-05-15T00:00:00.000000", + "2002-05-16T00:00:00.000000", + "2002-05-17T00:00:00.000000", + "2002-05-20T00:00:00.000000", + "2002-05-21T00:00:00.000000", + "2002-05-22T00:00:00.000000", + "2002-05-23T00:00:00.000000", + "2002-05-24T00:00:00.000000", + "2002-05-27T00:00:00.000000", + "2002-05-28T00:00:00.000000", + "2002-05-29T00:00:00.000000", + "2002-05-30T00:00:00.000000", + "2002-05-31T00:00:00.000000", + "2002-06-03T00:00:00.000000", + "2002-06-04T00:00:00.000000", + "2002-06-05T00:00:00.000000", + "2002-06-06T00:00:00.000000", + "2002-06-07T00:00:00.000000", + "2002-06-10T00:00:00.000000", + "2002-06-11T00:00:00.000000", + "2002-06-12T00:00:00.000000", + "2002-06-13T00:00:00.000000", + "2002-06-14T00:00:00.000000", + "2002-06-17T00:00:00.000000", + "2002-06-18T00:00:00.000000", + "2002-06-19T00:00:00.000000", + "2002-06-20T00:00:00.000000", + "2002-06-21T00:00:00.000000", + "2002-06-24T00:00:00.000000", + "2002-06-25T00:00:00.000000", + "2002-06-26T00:00:00.000000", + "2002-06-27T00:00:00.000000", + "2002-06-28T00:00:00.000000", + "2002-07-01T00:00:00.000000", + "2002-07-02T00:00:00.000000", + "2002-07-03T00:00:00.000000", + "2002-07-04T00:00:00.000000", + "2002-07-05T00:00:00.000000", + "2002-07-08T00:00:00.000000", + "2002-07-09T00:00:00.000000", + "2002-07-10T00:00:00.000000", + "2002-07-11T00:00:00.000000", + "2002-07-12T00:00:00.000000", + "2002-07-15T00:00:00.000000", + "2002-07-16T00:00:00.000000", + "2002-07-17T00:00:00.000000", + "2002-07-18T00:00:00.000000", + "2002-07-19T00:00:00.000000", + "2002-07-22T00:00:00.000000", + "2002-07-23T00:00:00.000000", + "2002-07-24T00:00:00.000000", + "2002-07-25T00:00:00.000000", + "2002-07-26T00:00:00.000000", + "2002-07-29T00:00:00.000000", + "2002-07-30T00:00:00.000000", + "2002-07-31T00:00:00.000000", + "2002-08-01T00:00:00.000000", + "2002-08-02T00:00:00.000000", + "2002-08-05T00:00:00.000000", + "2002-08-06T00:00:00.000000", + "2002-08-07T00:00:00.000000", + "2002-08-08T00:00:00.000000", + "2002-08-09T00:00:00.000000", + "2002-08-12T00:00:00.000000", + "2002-08-13T00:00:00.000000", + "2002-08-14T00:00:00.000000", + "2002-08-15T00:00:00.000000", + "2002-08-16T00:00:00.000000", + "2002-08-19T00:00:00.000000", + "2002-08-20T00:00:00.000000", + "2002-08-21T00:00:00.000000", + "2002-08-22T00:00:00.000000", + "2002-08-23T00:00:00.000000", + "2002-08-26T00:00:00.000000", + "2002-08-27T00:00:00.000000", + "2002-08-28T00:00:00.000000", + "2002-08-29T00:00:00.000000", + "2002-08-30T00:00:00.000000", + "2002-09-02T00:00:00.000000", + "2002-09-03T00:00:00.000000", + "2002-09-04T00:00:00.000000", + "2002-09-05T00:00:00.000000", + "2002-09-06T00:00:00.000000", + "2002-09-09T00:00:00.000000", + "2002-09-10T00:00:00.000000", + "2002-09-11T00:00:00.000000", + "2002-09-12T00:00:00.000000", + "2002-09-13T00:00:00.000000", + "2002-09-16T00:00:00.000000", + "2002-09-17T00:00:00.000000", + "2002-09-18T00:00:00.000000", + "2002-09-19T00:00:00.000000", + "2002-09-20T00:00:00.000000", + "2002-09-23T00:00:00.000000", + "2002-09-24T00:00:00.000000", + "2002-09-25T00:00:00.000000", + "2002-09-26T00:00:00.000000", + "2002-09-27T00:00:00.000000", + "2002-09-30T00:00:00.000000", + "2002-10-01T00:00:00.000000", + "2002-10-02T00:00:00.000000", + "2002-10-03T00:00:00.000000", + "2002-10-04T00:00:00.000000", + "2002-10-07T00:00:00.000000", + "2002-10-08T00:00:00.000000", + "2002-10-09T00:00:00.000000", + "2002-10-10T00:00:00.000000", + "2002-10-11T00:00:00.000000", + "2002-10-14T00:00:00.000000", + "2002-10-15T00:00:00.000000", + "2002-10-16T00:00:00.000000", + "2002-10-17T00:00:00.000000", + "2002-10-18T00:00:00.000000", + "2002-10-21T00:00:00.000000", + "2002-10-22T00:00:00.000000", + "2002-10-23T00:00:00.000000", + "2002-10-24T00:00:00.000000", + "2002-10-25T00:00:00.000000", + "2002-10-28T00:00:00.000000", + "2002-10-29T00:00:00.000000", + "2002-10-30T00:00:00.000000", + "2002-10-31T00:00:00.000000", + "2002-11-01T00:00:00.000000", + "2002-11-04T00:00:00.000000", + "2002-11-05T00:00:00.000000", + "2002-11-06T00:00:00.000000", + "2002-11-07T00:00:00.000000", + "2002-11-08T00:00:00.000000", + "2002-11-11T00:00:00.000000", + "2002-11-12T00:00:00.000000", + "2002-11-13T00:00:00.000000", + "2002-11-14T00:00:00.000000", + "2002-11-15T00:00:00.000000", + "2002-11-18T00:00:00.000000", + "2002-11-19T00:00:00.000000", + "2002-11-20T00:00:00.000000", + "2002-11-21T00:00:00.000000", + "2002-11-22T00:00:00.000000", + "2002-11-25T00:00:00.000000", + "2002-11-26T00:00:00.000000", + "2002-11-27T00:00:00.000000", + "2002-11-28T00:00:00.000000", + "2002-11-29T00:00:00.000000", + "2002-12-02T00:00:00.000000", + "2002-12-03T00:00:00.000000", + "2002-12-04T00:00:00.000000", + "2002-12-05T00:00:00.000000", + "2002-12-06T00:00:00.000000", + "2002-12-09T00:00:00.000000", + "2002-12-10T00:00:00.000000", + "2002-12-11T00:00:00.000000", + "2002-12-12T00:00:00.000000", + "2002-12-13T00:00:00.000000", + "2002-12-16T00:00:00.000000", + "2002-12-17T00:00:00.000000", + "2002-12-18T00:00:00.000000", + "2002-12-19T00:00:00.000000", + "2002-12-20T00:00:00.000000", + "2002-12-23T00:00:00.000000", + "2002-12-24T00:00:00.000000", + "2002-12-25T00:00:00.000000", + "2002-12-26T00:00:00.000000", + "2002-12-27T00:00:00.000000", + "2002-12-30T00:00:00.000000", + "2002-12-31T00:00:00.000000", + "2003-01-01T00:00:00.000000", + "2003-01-02T00:00:00.000000", + "2003-01-03T00:00:00.000000", + "2003-01-06T00:00:00.000000", + "2003-01-07T00:00:00.000000", + "2003-01-08T00:00:00.000000", + "2003-01-09T00:00:00.000000", + "2003-01-10T00:00:00.000000", + "2003-01-13T00:00:00.000000", + "2003-01-14T00:00:00.000000", + "2003-01-15T00:00:00.000000", + "2003-01-16T00:00:00.000000", + "2003-01-17T00:00:00.000000", + "2003-01-20T00:00:00.000000", + "2003-01-21T00:00:00.000000", + "2003-01-22T00:00:00.000000", + "2003-01-23T00:00:00.000000", + "2003-01-24T00:00:00.000000", + "2003-01-27T00:00:00.000000", + "2003-01-28T00:00:00.000000", + "2003-01-29T00:00:00.000000", + "2003-01-30T00:00:00.000000", + "2003-01-31T00:00:00.000000", + "2003-02-03T00:00:00.000000", + "2003-02-04T00:00:00.000000", + "2003-02-05T00:00:00.000000", + "2003-02-06T00:00:00.000000", + "2003-02-07T00:00:00.000000", + "2003-02-10T00:00:00.000000", + "2003-02-11T00:00:00.000000", + "2003-02-12T00:00:00.000000", + "2003-02-13T00:00:00.000000", + "2003-02-14T00:00:00.000000", + "2003-02-17T00:00:00.000000", + "2003-02-18T00:00:00.000000", + "2003-02-19T00:00:00.000000", + "2003-02-20T00:00:00.000000", + "2003-02-21T00:00:00.000000", + "2003-02-24T00:00:00.000000", + "2003-02-25T00:00:00.000000", + "2003-02-26T00:00:00.000000", + "2003-02-27T00:00:00.000000", + "2003-02-28T00:00:00.000000", + "2003-03-03T00:00:00.000000", + "2003-03-04T00:00:00.000000", + "2003-03-05T00:00:00.000000", + "2003-03-06T00:00:00.000000", + "2003-03-07T00:00:00.000000", + "2003-03-10T00:00:00.000000", + "2003-03-11T00:00:00.000000", + "2003-03-12T00:00:00.000000", + "2003-03-13T00:00:00.000000", + "2003-03-14T00:00:00.000000", + "2003-03-17T00:00:00.000000", + "2003-03-18T00:00:00.000000", + "2003-03-19T00:00:00.000000", + "2003-03-20T00:00:00.000000", + "2003-03-21T00:00:00.000000", + "2003-03-24T00:00:00.000000", + "2003-03-25T00:00:00.000000", + "2003-03-26T00:00:00.000000", + "2003-03-27T00:00:00.000000", + "2003-03-28T00:00:00.000000", + "2003-03-31T00:00:00.000000", + "2003-04-01T00:00:00.000000", + "2003-04-02T00:00:00.000000", + "2003-04-03T00:00:00.000000", + "2003-04-04T00:00:00.000000", + "2003-04-07T00:00:00.000000", + "2003-04-08T00:00:00.000000", + "2003-04-09T00:00:00.000000", + "2003-04-10T00:00:00.000000", + "2003-04-11T00:00:00.000000", + "2003-04-14T00:00:00.000000", + "2003-04-15T00:00:00.000000", + "2003-04-16T00:00:00.000000", + "2003-04-17T00:00:00.000000", + "2003-04-18T00:00:00.000000", + "2003-04-21T00:00:00.000000", + "2003-04-22T00:00:00.000000", + "2003-04-23T00:00:00.000000", + "2003-04-24T00:00:00.000000", + "2003-04-25T00:00:00.000000", + "2003-04-28T00:00:00.000000", + "2003-04-29T00:00:00.000000", + "2003-04-30T00:00:00.000000", + "2003-05-01T00:00:00.000000", + "2003-05-02T00:00:00.000000", + "2003-05-05T00:00:00.000000", + "2003-05-06T00:00:00.000000", + "2003-05-07T00:00:00.000000", + "2003-05-08T00:00:00.000000", + "2003-05-09T00:00:00.000000", + "2003-05-12T00:00:00.000000", + "2003-05-13T00:00:00.000000", + "2003-05-14T00:00:00.000000", + "2003-05-15T00:00:00.000000", + "2003-05-16T00:00:00.000000", + "2003-05-19T00:00:00.000000", + "2003-05-20T00:00:00.000000", + "2003-05-21T00:00:00.000000", + "2003-05-22T00:00:00.000000", + "2003-05-23T00:00:00.000000", + "2003-05-26T00:00:00.000000", + "2003-05-27T00:00:00.000000", + "2003-05-28T00:00:00.000000", + "2003-05-29T00:00:00.000000", + "2003-05-30T00:00:00.000000", + "2003-06-02T00:00:00.000000", + "2003-06-03T00:00:00.000000", + "2003-06-04T00:00:00.000000", + "2003-06-05T00:00:00.000000", + "2003-06-06T00:00:00.000000", + "2003-06-09T00:00:00.000000", + "2003-06-10T00:00:00.000000", + "2003-06-11T00:00:00.000000", + "2003-06-12T00:00:00.000000", + "2003-06-13T00:00:00.000000", + "2003-06-16T00:00:00.000000", + "2003-06-17T00:00:00.000000", + "2003-06-18T00:00:00.000000", + "2003-06-19T00:00:00.000000", + "2003-06-20T00:00:00.000000", + "2003-06-23T00:00:00.000000", + "2003-06-24T00:00:00.000000", + "2003-06-25T00:00:00.000000", + "2003-06-26T00:00:00.000000", + "2003-06-27T00:00:00.000000", + "2003-06-30T00:00:00.000000", + "2003-07-01T00:00:00.000000", + "2003-07-02T00:00:00.000000", + "2003-07-03T00:00:00.000000", + "2003-07-04T00:00:00.000000", + "2003-07-07T00:00:00.000000", + "2003-07-08T00:00:00.000000", + "2003-07-09T00:00:00.000000", + "2003-07-10T00:00:00.000000", + "2003-07-11T00:00:00.000000", + "2003-07-14T00:00:00.000000", + "2003-07-15T00:00:00.000000", + "2003-07-16T00:00:00.000000", + "2003-07-17T00:00:00.000000", + "2003-07-18T00:00:00.000000", + "2003-07-21T00:00:00.000000", + "2003-07-22T00:00:00.000000", + "2003-07-23T00:00:00.000000", + "2003-07-24T00:00:00.000000", + "2003-07-25T00:00:00.000000", + "2003-07-28T00:00:00.000000", + "2003-07-29T00:00:00.000000", + "2003-07-30T00:00:00.000000", + "2003-07-31T00:00:00.000000", + "2003-08-01T00:00:00.000000", + "2003-08-04T00:00:00.000000", + "2003-08-05T00:00:00.000000", + "2003-08-06T00:00:00.000000", + "2003-08-07T00:00:00.000000", + "2003-08-08T00:00:00.000000", + "2003-08-11T00:00:00.000000", + "2003-08-12T00:00:00.000000", + "2003-08-13T00:00:00.000000", + "2003-08-14T00:00:00.000000", + "2003-08-15T00:00:00.000000", + "2003-08-18T00:00:00.000000", + "2003-08-19T00:00:00.000000", + "2003-08-20T00:00:00.000000", + "2003-08-21T00:00:00.000000", + "2003-08-22T00:00:00.000000", + "2003-08-25T00:00:00.000000", + "2003-08-26T00:00:00.000000", + "2003-08-27T00:00:00.000000", + "2003-08-28T00:00:00.000000", + "2003-08-29T00:00:00.000000", + "2003-09-01T00:00:00.000000", + "2003-09-02T00:00:00.000000", + "2003-09-03T00:00:00.000000", + "2003-09-04T00:00:00.000000", + "2003-09-05T00:00:00.000000", + "2003-09-08T00:00:00.000000", + "2003-09-09T00:00:00.000000", + "2003-09-10T00:00:00.000000", + "2003-09-11T00:00:00.000000", + "2003-09-12T00:00:00.000000", + "2003-09-15T00:00:00.000000", + "2003-09-16T00:00:00.000000", + "2003-09-17T00:00:00.000000", + "2003-09-18T00:00:00.000000", + "2003-09-19T00:00:00.000000", + "2003-09-22T00:00:00.000000", + "2003-09-23T00:00:00.000000", + "2003-09-24T00:00:00.000000", + "2003-09-25T00:00:00.000000", + "2003-09-26T00:00:00.000000", + "2003-09-29T00:00:00.000000", + "2003-09-30T00:00:00.000000", + "2003-10-01T00:00:00.000000", + "2003-10-02T00:00:00.000000", + "2003-10-03T00:00:00.000000", + "2003-10-06T00:00:00.000000", + "2003-10-07T00:00:00.000000", + "2003-10-08T00:00:00.000000", + "2003-10-09T00:00:00.000000", + "2003-10-10T00:00:00.000000", + "2003-10-13T00:00:00.000000", + "2003-10-14T00:00:00.000000", + "2003-10-15T00:00:00.000000", + "2003-10-16T00:00:00.000000", + "2003-10-17T00:00:00.000000", + "2003-10-20T00:00:00.000000", + "2003-10-21T00:00:00.000000", + "2003-10-22T00:00:00.000000", + "2003-10-23T00:00:00.000000", + "2003-10-24T00:00:00.000000", + "2003-10-27T00:00:00.000000", + "2003-10-28T00:00:00.000000", + "2003-10-29T00:00:00.000000", + "2003-10-30T00:00:00.000000", + "2003-10-31T00:00:00.000000", + "2003-11-03T00:00:00.000000", + "2003-11-04T00:00:00.000000", + "2003-11-05T00:00:00.000000", + "2003-11-06T00:00:00.000000", + "2003-11-07T00:00:00.000000", + "2003-11-10T00:00:00.000000", + "2003-11-11T00:00:00.000000", + "2003-11-12T00:00:00.000000", + "2003-11-13T00:00:00.000000", + "2003-11-14T00:00:00.000000", + "2003-11-17T00:00:00.000000", + "2003-11-18T00:00:00.000000", + "2003-11-19T00:00:00.000000", + "2003-11-20T00:00:00.000000", + "2003-11-21T00:00:00.000000", + "2003-11-24T00:00:00.000000", + "2003-11-25T00:00:00.000000", + "2003-11-26T00:00:00.000000", + "2003-11-27T00:00:00.000000", + "2003-11-28T00:00:00.000000", + "2003-12-01T00:00:00.000000", + "2003-12-02T00:00:00.000000", + "2003-12-03T00:00:00.000000", + "2003-12-04T00:00:00.000000", + "2003-12-05T00:00:00.000000", + "2003-12-08T00:00:00.000000", + "2003-12-09T00:00:00.000000", + "2003-12-10T00:00:00.000000", + "2003-12-11T00:00:00.000000", + "2003-12-12T00:00:00.000000", + "2003-12-15T00:00:00.000000", + "2003-12-16T00:00:00.000000", + "2003-12-17T00:00:00.000000", + "2003-12-18T00:00:00.000000", + "2003-12-19T00:00:00.000000", + "2003-12-22T00:00:00.000000", + "2003-12-23T00:00:00.000000", + "2003-12-24T00:00:00.000000", + "2003-12-25T00:00:00.000000", + "2003-12-26T00:00:00.000000", + "2003-12-29T00:00:00.000000", + "2003-12-30T00:00:00.000000", + "2003-12-31T00:00:00.000000", + "2004-01-01T00:00:00.000000", + "2004-01-02T00:00:00.000000", + "2004-01-05T00:00:00.000000", + "2004-01-06T00:00:00.000000", + "2004-01-07T00:00:00.000000", + "2004-01-08T00:00:00.000000", + "2004-01-09T00:00:00.000000", + "2004-01-12T00:00:00.000000", + "2004-01-13T00:00:00.000000", + "2004-01-14T00:00:00.000000", + "2004-01-15T00:00:00.000000", + "2004-01-16T00:00:00.000000", + "2004-01-19T00:00:00.000000", + "2004-01-20T00:00:00.000000", + "2004-01-21T00:00:00.000000", + "2004-01-22T00:00:00.000000", + "2004-01-23T00:00:00.000000", + "2004-01-26T00:00:00.000000", + "2004-01-27T00:00:00.000000", + "2004-01-28T00:00:00.000000", + "2004-01-29T00:00:00.000000", + "2004-01-30T00:00:00.000000", + "2004-02-02T00:00:00.000000", + "2004-02-03T00:00:00.000000", + "2004-02-04T00:00:00.000000", + "2004-02-05T00:00:00.000000", + "2004-02-06T00:00:00.000000", + "2004-02-09T00:00:00.000000", + "2004-02-10T00:00:00.000000", + "2004-02-11T00:00:00.000000", + "2004-02-12T00:00:00.000000", + "2004-02-13T00:00:00.000000", + "2004-02-16T00:00:00.000000", + "2004-02-17T00:00:00.000000", + "2004-02-18T00:00:00.000000", + "2004-02-19T00:00:00.000000", + "2004-02-20T00:00:00.000000", + "2004-02-23T00:00:00.000000", + "2004-02-24T00:00:00.000000", + "2004-02-25T00:00:00.000000", + "2004-02-26T00:00:00.000000", + "2004-02-27T00:00:00.000000", + "2004-03-01T00:00:00.000000", + "2004-03-02T00:00:00.000000", + "2004-03-03T00:00:00.000000", + "2004-03-04T00:00:00.000000", + "2004-03-05T00:00:00.000000", + "2004-03-08T00:00:00.000000", + "2004-03-09T00:00:00.000000", + "2004-03-10T00:00:00.000000", + "2004-03-11T00:00:00.000000", + "2004-03-12T00:00:00.000000", + "2004-03-15T00:00:00.000000", + "2004-03-16T00:00:00.000000", + "2004-03-17T00:00:00.000000", + "2004-03-18T00:00:00.000000", + "2004-03-19T00:00:00.000000", + "2004-03-22T00:00:00.000000", + "2004-03-23T00:00:00.000000", + "2004-03-24T00:00:00.000000", + "2004-03-25T00:00:00.000000", + "2004-03-26T00:00:00.000000", + "2004-03-29T00:00:00.000000", + "2004-03-30T00:00:00.000000", + "2004-03-31T00:00:00.000000", + "2004-04-01T00:00:00.000000", + "2004-04-02T00:00:00.000000", + "2004-04-05T00:00:00.000000", + "2004-04-06T00:00:00.000000", + "2004-04-07T00:00:00.000000", + "2004-04-08T00:00:00.000000", + "2004-04-09T00:00:00.000000", + "2004-04-12T00:00:00.000000", + "2004-04-13T00:00:00.000000", + "2004-04-14T00:00:00.000000", + "2004-04-15T00:00:00.000000", + "2004-04-16T00:00:00.000000", + "2004-04-19T00:00:00.000000", + "2004-04-20T00:00:00.000000", + "2004-04-21T00:00:00.000000", + "2004-04-22T00:00:00.000000", + "2004-04-23T00:00:00.000000", + "2004-04-26T00:00:00.000000", + "2004-04-27T00:00:00.000000", + "2004-04-28T00:00:00.000000", + "2004-04-29T00:00:00.000000", + "2004-04-30T00:00:00.000000", + "2004-05-03T00:00:00.000000", + "2004-05-04T00:00:00.000000", + "2004-05-05T00:00:00.000000", + "2004-05-06T00:00:00.000000", + "2004-05-07T00:00:00.000000", + "2004-05-10T00:00:00.000000", + "2004-05-11T00:00:00.000000", + "2004-05-12T00:00:00.000000", + "2004-05-13T00:00:00.000000", + "2004-05-14T00:00:00.000000", + "2004-05-17T00:00:00.000000", + "2004-05-18T00:00:00.000000", + "2004-05-19T00:00:00.000000", + "2004-05-20T00:00:00.000000", + "2004-05-21T00:00:00.000000", + "2004-05-24T00:00:00.000000", + "2004-05-25T00:00:00.000000", + "2004-05-26T00:00:00.000000", + "2004-05-27T00:00:00.000000", + "2004-05-28T00:00:00.000000", + "2004-05-31T00:00:00.000000", + "2004-06-01T00:00:00.000000", + "2004-06-02T00:00:00.000000", + "2004-06-03T00:00:00.000000", + "2004-06-04T00:00:00.000000", + "2004-06-07T00:00:00.000000", + "2004-06-08T00:00:00.000000", + "2004-06-09T00:00:00.000000", + "2004-06-10T00:00:00.000000", + "2004-06-11T00:00:00.000000", + "2004-06-14T00:00:00.000000", + "2004-06-15T00:00:00.000000", + "2004-06-16T00:00:00.000000", + "2004-06-17T00:00:00.000000", + "2004-06-18T00:00:00.000000", + "2004-06-21T00:00:00.000000", + "2004-06-22T00:00:00.000000", + "2004-06-23T00:00:00.000000", + "2004-06-24T00:00:00.000000", + "2004-06-25T00:00:00.000000", + "2004-06-28T00:00:00.000000", + "2004-06-29T00:00:00.000000", + "2004-06-30T00:00:00.000000", + "2004-07-01T00:00:00.000000", + "2004-07-02T00:00:00.000000", + "2004-07-05T00:00:00.000000", + "2004-07-06T00:00:00.000000", + "2004-07-07T00:00:00.000000", + "2004-07-08T00:00:00.000000", + "2004-07-09T00:00:00.000000", + "2004-07-12T00:00:00.000000", + "2004-07-13T00:00:00.000000", + "2004-07-14T00:00:00.000000", + "2004-07-15T00:00:00.000000", + "2004-07-16T00:00:00.000000", + "2004-07-19T00:00:00.000000", + "2004-07-20T00:00:00.000000", + "2004-07-21T00:00:00.000000", + "2004-07-22T00:00:00.000000", + "2004-07-23T00:00:00.000000", + "2004-07-26T00:00:00.000000", + "2004-07-27T00:00:00.000000", + "2004-07-28T00:00:00.000000", + "2004-07-29T00:00:00.000000", + "2004-07-30T00:00:00.000000", + "2004-08-02T00:00:00.000000", + "2004-08-03T00:00:00.000000", + "2004-08-04T00:00:00.000000", + "2004-08-05T00:00:00.000000", + "2004-08-06T00:00:00.000000", + "2004-08-09T00:00:00.000000", + "2004-08-10T00:00:00.000000", + "2004-08-11T00:00:00.000000", + "2004-08-12T00:00:00.000000", + "2004-08-13T00:00:00.000000", + "2004-08-16T00:00:00.000000", + "2004-08-17T00:00:00.000000", + "2004-08-18T00:00:00.000000", + "2004-08-19T00:00:00.000000", + "2004-08-20T00:00:00.000000", + "2004-08-23T00:00:00.000000", + "2004-08-24T00:00:00.000000", + "2004-08-25T00:00:00.000000", + "2004-08-26T00:00:00.000000", + "2004-08-27T00:00:00.000000", + "2004-08-30T00:00:00.000000", + "2004-08-31T00:00:00.000000", + "2004-09-01T00:00:00.000000", + "2004-09-02T00:00:00.000000", + "2004-09-03T00:00:00.000000", + "2004-09-06T00:00:00.000000", + "2004-09-07T00:00:00.000000", + "2004-09-08T00:00:00.000000", + "2004-09-09T00:00:00.000000", + "2004-09-10T00:00:00.000000", + "2004-09-13T00:00:00.000000", + "2004-09-14T00:00:00.000000", + "2004-09-15T00:00:00.000000", + "2004-09-16T00:00:00.000000", + "2004-09-17T00:00:00.000000", + "2004-09-20T00:00:00.000000", + "2004-09-21T00:00:00.000000", + "2004-09-22T00:00:00.000000", + "2004-09-23T00:00:00.000000", + "2004-09-24T00:00:00.000000", + "2004-09-27T00:00:00.000000", + "2004-09-28T00:00:00.000000", + "2004-09-29T00:00:00.000000", + "2004-09-30T00:00:00.000000", + "2004-10-01T00:00:00.000000", + "2004-10-04T00:00:00.000000", + "2004-10-05T00:00:00.000000", + "2004-10-06T00:00:00.000000", + "2004-10-07T00:00:00.000000", + "2004-10-08T00:00:00.000000", + "2004-10-11T00:00:00.000000", + "2004-10-12T00:00:00.000000", + "2004-10-13T00:00:00.000000", + "2004-10-14T00:00:00.000000", + "2004-10-15T00:00:00.000000", + "2004-10-18T00:00:00.000000", + "2004-10-19T00:00:00.000000", + "2004-10-20T00:00:00.000000", + "2004-10-21T00:00:00.000000", + "2004-10-22T00:00:00.000000", + "2004-10-25T00:00:00.000000", + "2004-10-26T00:00:00.000000", + "2004-10-27T00:00:00.000000", + "2004-10-28T00:00:00.000000", + "2004-10-29T00:00:00.000000", + "2004-11-01T00:00:00.000000", + "2004-11-02T00:00:00.000000", + "2004-11-03T00:00:00.000000", + "2004-11-04T00:00:00.000000", + "2004-11-05T00:00:00.000000", + "2004-11-08T00:00:00.000000", + "2004-11-09T00:00:00.000000", + "2004-11-10T00:00:00.000000", + "2004-11-11T00:00:00.000000", + "2004-11-12T00:00:00.000000", + "2004-11-15T00:00:00.000000", + "2004-11-16T00:00:00.000000", + "2004-11-17T00:00:00.000000", + "2004-11-18T00:00:00.000000", + "2004-11-19T00:00:00.000000", + "2004-11-22T00:00:00.000000", + "2004-11-23T00:00:00.000000", + "2004-11-24T00:00:00.000000", + "2004-11-25T00:00:00.000000", + "2004-11-26T00:00:00.000000", + "2004-11-29T00:00:00.000000", + "2004-11-30T00:00:00.000000", + "2004-12-01T00:00:00.000000", + "2004-12-02T00:00:00.000000", + "2004-12-03T00:00:00.000000", + "2004-12-06T00:00:00.000000", + "2004-12-07T00:00:00.000000", + "2004-12-08T00:00:00.000000", + "2004-12-09T00:00:00.000000", + "2004-12-10T00:00:00.000000", + "2004-12-13T00:00:00.000000", + "2004-12-14T00:00:00.000000", + "2004-12-15T00:00:00.000000", + "2004-12-16T00:00:00.000000", + "2004-12-17T00:00:00.000000", + "2004-12-20T00:00:00.000000", + "2004-12-21T00:00:00.000000", + "2004-12-22T00:00:00.000000", + "2004-12-23T00:00:00.000000", + "2004-12-24T00:00:00.000000", + "2004-12-27T00:00:00.000000", + "2004-12-28T00:00:00.000000", + "2004-12-29T00:00:00.000000", + "2004-12-30T00:00:00.000000", + "2004-12-31T00:00:00.000000", + "2005-01-03T00:00:00.000000", + "2005-01-04T00:00:00.000000", + "2005-01-05T00:00:00.000000", + "2005-01-06T00:00:00.000000", + "2005-01-07T00:00:00.000000", + "2005-01-10T00:00:00.000000", + "2005-01-11T00:00:00.000000", + "2005-01-12T00:00:00.000000", + "2005-01-13T00:00:00.000000", + "2005-01-14T00:00:00.000000", + "2005-01-17T00:00:00.000000", + "2005-01-18T00:00:00.000000", + "2005-01-19T00:00:00.000000", + "2005-01-20T00:00:00.000000", + "2005-01-21T00:00:00.000000", + "2005-01-24T00:00:00.000000", + "2005-01-25T00:00:00.000000", + "2005-01-26T00:00:00.000000", + "2005-01-27T00:00:00.000000", + "2005-01-28T00:00:00.000000", + "2005-01-31T00:00:00.000000", + "2005-02-01T00:00:00.000000", + "2005-02-02T00:00:00.000000", + "2005-02-03T00:00:00.000000", + "2005-02-04T00:00:00.000000", + "2005-02-07T00:00:00.000000", + "2005-02-08T00:00:00.000000", + "2005-02-09T00:00:00.000000", + "2005-02-10T00:00:00.000000", + "2005-02-11T00:00:00.000000", + "2005-02-14T00:00:00.000000", + "2005-02-15T00:00:00.000000", + "2005-02-16T00:00:00.000000", + "2005-02-17T00:00:00.000000", + "2005-02-18T00:00:00.000000", + "2005-02-21T00:00:00.000000", + "2005-02-22T00:00:00.000000", + "2005-02-23T00:00:00.000000", + "2005-02-24T00:00:00.000000", + "2005-02-25T00:00:00.000000", + "2005-02-28T00:00:00.000000", + "2005-03-01T00:00:00.000000", + "2005-03-02T00:00:00.000000", + "2005-03-03T00:00:00.000000", + "2005-03-04T00:00:00.000000", + "2005-03-07T00:00:00.000000", + "2005-03-08T00:00:00.000000", + "2005-03-09T00:00:00.000000", + "2005-03-10T00:00:00.000000", + "2005-03-11T00:00:00.000000", + "2005-03-14T00:00:00.000000", + "2005-03-15T00:00:00.000000", + "2005-03-16T00:00:00.000000", + "2005-03-17T00:00:00.000000", + "2005-03-18T00:00:00.000000", + "2005-03-21T00:00:00.000000", + "2005-03-22T00:00:00.000000", + "2005-03-23T00:00:00.000000", + "2005-03-24T00:00:00.000000", + "2005-03-25T00:00:00.000000", + "2005-03-28T00:00:00.000000", + "2005-03-29T00:00:00.000000", + "2005-03-30T00:00:00.000000", + "2005-03-31T00:00:00.000000", + "2005-04-01T00:00:00.000000", + "2005-04-04T00:00:00.000000", + "2005-04-05T00:00:00.000000", + "2005-04-06T00:00:00.000000", + "2005-04-07T00:00:00.000000", + "2005-04-08T00:00:00.000000", + "2005-04-11T00:00:00.000000", + "2005-04-12T00:00:00.000000", + "2005-04-13T00:00:00.000000", + "2005-04-14T00:00:00.000000", + "2005-04-15T00:00:00.000000", + "2005-04-18T00:00:00.000000", + "2005-04-19T00:00:00.000000", + "2005-04-20T00:00:00.000000", + "2005-04-21T00:00:00.000000", + "2005-04-22T00:00:00.000000", + "2005-04-25T00:00:00.000000", + "2005-04-26T00:00:00.000000", + "2005-04-27T00:00:00.000000", + "2005-04-28T00:00:00.000000", + "2005-04-29T00:00:00.000000", + "2005-05-02T00:00:00.000000", + "2005-05-03T00:00:00.000000", + "2005-05-04T00:00:00.000000", + "2005-05-05T00:00:00.000000", + "2005-05-06T00:00:00.000000", + "2005-05-09T00:00:00.000000", + "2005-05-10T00:00:00.000000", + "2005-05-11T00:00:00.000000", + "2005-05-12T00:00:00.000000", + "2005-05-13T00:00:00.000000", + "2005-05-16T00:00:00.000000", + "2005-05-17T00:00:00.000000", + "2005-05-18T00:00:00.000000", + "2005-05-19T00:00:00.000000", + "2005-05-20T00:00:00.000000", + "2005-05-23T00:00:00.000000", + "2005-05-24T00:00:00.000000", + "2005-05-25T00:00:00.000000", + "2005-05-26T00:00:00.000000", + "2005-05-27T00:00:00.000000", + "2005-05-30T00:00:00.000000", + "2005-05-31T00:00:00.000000", + "2005-06-01T00:00:00.000000", + "2005-06-02T00:00:00.000000", + "2005-06-03T00:00:00.000000", + "2005-06-06T00:00:00.000000", + "2005-06-07T00:00:00.000000", + "2005-06-08T00:00:00.000000", + "2005-06-09T00:00:00.000000", + "2005-06-10T00:00:00.000000", + "2005-06-13T00:00:00.000000", + "2005-06-14T00:00:00.000000", + "2005-06-15T00:00:00.000000", + "2005-06-16T00:00:00.000000", + "2005-06-17T00:00:00.000000", + "2005-06-20T00:00:00.000000", + "2005-06-21T00:00:00.000000", + "2005-06-22T00:00:00.000000", + "2005-06-23T00:00:00.000000", + "2005-06-24T00:00:00.000000", + "2005-06-27T00:00:00.000000", + "2005-06-28T00:00:00.000000", + "2005-06-29T00:00:00.000000", + "2005-06-30T00:00:00.000000", + "2005-07-01T00:00:00.000000", + "2005-07-04T00:00:00.000000", + "2005-07-05T00:00:00.000000", + "2005-07-06T00:00:00.000000", + "2005-07-07T00:00:00.000000", + "2005-07-08T00:00:00.000000", + "2005-07-11T00:00:00.000000", + "2005-07-12T00:00:00.000000", + "2005-07-13T00:00:00.000000", + "2005-07-14T00:00:00.000000", + "2005-07-15T00:00:00.000000", + "2005-07-18T00:00:00.000000", + "2005-07-19T00:00:00.000000", + "2005-07-20T00:00:00.000000", + "2005-07-21T00:00:00.000000", + "2005-07-22T00:00:00.000000", + "2005-07-25T00:00:00.000000", + "2005-07-26T00:00:00.000000", + "2005-07-27T00:00:00.000000", + "2005-07-28T00:00:00.000000", + "2005-07-29T00:00:00.000000", + "2005-08-01T00:00:00.000000", + "2005-08-02T00:00:00.000000", + "2005-08-03T00:00:00.000000", + "2005-08-04T00:00:00.000000", + "2005-08-05T00:00:00.000000", + "2005-08-08T00:00:00.000000", + "2005-08-09T00:00:00.000000", + "2005-08-10T00:00:00.000000", + "2005-08-11T00:00:00.000000", + "2005-08-12T00:00:00.000000", + "2005-08-15T00:00:00.000000", + "2005-08-16T00:00:00.000000", + "2005-08-17T00:00:00.000000", + "2005-08-18T00:00:00.000000", + "2005-08-19T00:00:00.000000", + "2005-08-22T00:00:00.000000", + "2005-08-23T00:00:00.000000", + "2005-08-24T00:00:00.000000", + "2005-08-25T00:00:00.000000", + "2005-08-26T00:00:00.000000", + "2005-08-29T00:00:00.000000", + "2005-08-30T00:00:00.000000", + "2005-08-31T00:00:00.000000", + "2005-09-01T00:00:00.000000", + "2005-09-02T00:00:00.000000", + "2005-09-05T00:00:00.000000", + "2005-09-06T00:00:00.000000", + "2005-09-07T00:00:00.000000", + "2005-09-08T00:00:00.000000", + "2005-09-09T00:00:00.000000", + "2005-09-12T00:00:00.000000", + "2005-09-13T00:00:00.000000", + "2005-09-14T00:00:00.000000", + "2005-09-15T00:00:00.000000", + "2005-09-16T00:00:00.000000", + "2005-09-19T00:00:00.000000", + "2005-09-20T00:00:00.000000", + "2005-09-21T00:00:00.000000", + "2005-09-22T00:00:00.000000", + "2005-09-23T00:00:00.000000", + "2005-09-26T00:00:00.000000", + "2005-09-27T00:00:00.000000", + "2005-09-28T00:00:00.000000", + "2005-09-29T00:00:00.000000", + "2005-09-30T00:00:00.000000", + "2005-10-03T00:00:00.000000", + "2005-10-04T00:00:00.000000", + "2005-10-05T00:00:00.000000", + "2005-10-06T00:00:00.000000", + "2005-10-07T00:00:00.000000", + "2005-10-10T00:00:00.000000", + "2005-10-11T00:00:00.000000", + "2005-10-12T00:00:00.000000", + "2005-10-13T00:00:00.000000", + "2005-10-14T00:00:00.000000", + "2005-10-17T00:00:00.000000", + "2005-10-18T00:00:00.000000", + "2005-10-19T00:00:00.000000", + "2005-10-20T00:00:00.000000", + "2005-10-21T00:00:00.000000", + "2005-10-24T00:00:00.000000", + "2005-10-25T00:00:00.000000", + "2005-10-26T00:00:00.000000", + "2005-10-27T00:00:00.000000", + "2005-10-28T00:00:00.000000", + "2005-10-31T00:00:00.000000", + "2005-11-01T00:00:00.000000", + "2005-11-02T00:00:00.000000", + "2005-11-03T00:00:00.000000", + "2005-11-04T00:00:00.000000", + "2005-11-07T00:00:00.000000", + "2005-11-08T00:00:00.000000", + "2005-11-09T00:00:00.000000", + "2005-11-10T00:00:00.000000", + "2005-11-11T00:00:00.000000", + "2005-11-14T00:00:00.000000", + "2005-11-15T00:00:00.000000", + "2005-11-16T00:00:00.000000", + "2005-11-17T00:00:00.000000", + "2005-11-18T00:00:00.000000", + "2005-11-21T00:00:00.000000", + "2005-11-22T00:00:00.000000", + "2005-11-23T00:00:00.000000", + "2005-11-24T00:00:00.000000", + "2005-11-25T00:00:00.000000", + "2005-11-28T00:00:00.000000", + "2005-11-29T00:00:00.000000", + "2005-11-30T00:00:00.000000", + "2005-12-01T00:00:00.000000", + "2005-12-02T00:00:00.000000", + "2005-12-05T00:00:00.000000", + "2005-12-06T00:00:00.000000", + "2005-12-07T00:00:00.000000", + "2005-12-08T00:00:00.000000", + "2005-12-09T00:00:00.000000", + "2005-12-12T00:00:00.000000", + "2005-12-13T00:00:00.000000", + "2005-12-14T00:00:00.000000", + "2005-12-15T00:00:00.000000", + "2005-12-16T00:00:00.000000", + "2005-12-19T00:00:00.000000", + "2005-12-20T00:00:00.000000", + "2005-12-21T00:00:00.000000", + "2005-12-22T00:00:00.000000", + "2005-12-23T00:00:00.000000", + "2005-12-26T00:00:00.000000", + "2005-12-27T00:00:00.000000", + "2005-12-28T00:00:00.000000", + "2005-12-29T00:00:00.000000", + "2005-12-30T00:00:00.000000", + "2006-01-02T00:00:00.000000", + "2006-01-03T00:00:00.000000", + "2006-01-04T00:00:00.000000", + "2006-01-05T00:00:00.000000", + "2006-01-06T00:00:00.000000", + "2006-01-09T00:00:00.000000", + "2006-01-10T00:00:00.000000", + "2006-01-11T00:00:00.000000", + "2006-01-12T00:00:00.000000", + "2006-01-13T00:00:00.000000", + "2006-01-16T00:00:00.000000", + "2006-01-17T00:00:00.000000", + "2006-01-18T00:00:00.000000", + "2006-01-19T00:00:00.000000", + "2006-01-20T00:00:00.000000", + "2006-01-23T00:00:00.000000", + "2006-01-24T00:00:00.000000", + "2006-01-25T00:00:00.000000", + "2006-01-26T00:00:00.000000", + "2006-01-27T00:00:00.000000", + "2006-01-30T00:00:00.000000", + "2006-01-31T00:00:00.000000", + "2006-02-01T00:00:00.000000", + "2006-02-02T00:00:00.000000", + "2006-02-03T00:00:00.000000", + "2006-02-06T00:00:00.000000", + "2006-02-07T00:00:00.000000", + "2006-02-08T00:00:00.000000", + "2006-02-09T00:00:00.000000", + "2006-02-10T00:00:00.000000", + "2006-02-13T00:00:00.000000", + "2006-02-14T00:00:00.000000", + "2006-02-15T00:00:00.000000", + "2006-02-16T00:00:00.000000", + "2006-02-17T00:00:00.000000", + "2006-02-20T00:00:00.000000", + "2006-02-21T00:00:00.000000", + "2006-02-22T00:00:00.000000", + "2006-02-23T00:00:00.000000", + "2006-02-24T00:00:00.000000", + "2006-02-27T00:00:00.000000", + "2006-02-28T00:00:00.000000", + "2006-03-01T00:00:00.000000", + "2006-03-02T00:00:00.000000", + "2006-03-03T00:00:00.000000", + "2006-03-06T00:00:00.000000", + "2006-03-07T00:00:00.000000", + "2006-03-08T00:00:00.000000", + "2006-03-09T00:00:00.000000", + "2006-03-10T00:00:00.000000", + "2006-03-13T00:00:00.000000", + "2006-03-14T00:00:00.000000", + "2006-03-15T00:00:00.000000", + "2006-03-16T00:00:00.000000", + "2006-03-17T00:00:00.000000", + "2006-03-20T00:00:00.000000", + "2006-03-21T00:00:00.000000", + "2006-03-22T00:00:00.000000", + "2006-03-23T00:00:00.000000", + "2006-03-24T00:00:00.000000", + "2006-03-27T00:00:00.000000", + "2006-03-28T00:00:00.000000", + "2006-03-29T00:00:00.000000", + "2006-03-30T00:00:00.000000", + "2006-03-31T00:00:00.000000", + "2006-04-03T00:00:00.000000", + "2006-04-04T00:00:00.000000", + "2006-04-05T00:00:00.000000", + "2006-04-06T00:00:00.000000", + "2006-04-07T00:00:00.000000", + "2006-04-10T00:00:00.000000", + "2006-04-11T00:00:00.000000", + "2006-04-12T00:00:00.000000", + "2006-04-13T00:00:00.000000", + "2006-04-14T00:00:00.000000", + "2006-04-17T00:00:00.000000", + "2006-04-18T00:00:00.000000", + "2006-04-19T00:00:00.000000", + "2006-04-20T00:00:00.000000", + "2006-04-21T00:00:00.000000", + "2006-04-24T00:00:00.000000", + "2006-04-25T00:00:00.000000", + "2006-04-26T00:00:00.000000", + "2006-04-27T00:00:00.000000", + "2006-04-28T00:00:00.000000", + "2006-05-01T00:00:00.000000", + "2006-05-02T00:00:00.000000", + "2006-05-03T00:00:00.000000", + "2006-05-04T00:00:00.000000", + "2006-05-05T00:00:00.000000", + "2006-05-08T00:00:00.000000", + "2006-05-09T00:00:00.000000", + "2006-05-10T00:00:00.000000", + "2006-05-11T00:00:00.000000", + "2006-05-12T00:00:00.000000", + "2006-05-15T00:00:00.000000", + "2006-05-16T00:00:00.000000", + "2006-05-17T00:00:00.000000", + "2006-05-18T00:00:00.000000", + "2006-05-19T00:00:00.000000", + "2006-05-22T00:00:00.000000", + "2006-05-23T00:00:00.000000", + "2006-05-24T00:00:00.000000", + "2006-05-25T00:00:00.000000", + "2006-05-26T00:00:00.000000", + "2006-05-29T00:00:00.000000", + "2006-05-30T00:00:00.000000", + "2006-05-31T00:00:00.000000", + "2006-06-01T00:00:00.000000", + "2006-06-02T00:00:00.000000", + "2006-06-05T00:00:00.000000", + "2006-06-06T00:00:00.000000", + "2006-06-07T00:00:00.000000", + "2006-06-08T00:00:00.000000", + "2006-06-09T00:00:00.000000", + "2006-06-12T00:00:00.000000", + "2006-06-13T00:00:00.000000", + "2006-06-14T00:00:00.000000", + "2006-06-15T00:00:00.000000", + "2006-06-16T00:00:00.000000", + "2006-06-19T00:00:00.000000", + "2006-06-20T00:00:00.000000", + "2006-06-21T00:00:00.000000", + "2006-06-22T00:00:00.000000", + "2006-06-23T00:00:00.000000", + "2006-06-26T00:00:00.000000", + "2006-06-27T00:00:00.000000", + "2006-06-28T00:00:00.000000", + "2006-06-29T00:00:00.000000", + "2006-06-30T00:00:00.000000", + "2006-07-03T00:00:00.000000", + "2006-07-04T00:00:00.000000", + "2006-07-05T00:00:00.000000", + "2006-07-06T00:00:00.000000", + "2006-07-07T00:00:00.000000", + "2006-07-10T00:00:00.000000", + "2006-07-11T00:00:00.000000", + "2006-07-12T00:00:00.000000", + "2006-07-13T00:00:00.000000", + "2006-07-14T00:00:00.000000", + "2006-07-17T00:00:00.000000", + "2006-07-18T00:00:00.000000", + "2006-07-19T00:00:00.000000", + "2006-07-20T00:00:00.000000", + "2006-07-21T00:00:00.000000", + "2006-07-24T00:00:00.000000", + "2006-07-25T00:00:00.000000", + "2006-07-26T00:00:00.000000", + "2006-07-27T00:00:00.000000", + "2006-07-28T00:00:00.000000", + "2006-07-31T00:00:00.000000", + "2006-08-01T00:00:00.000000", + "2006-08-02T00:00:00.000000", + "2006-08-03T00:00:00.000000", + "2006-08-04T00:00:00.000000", + "2006-08-07T00:00:00.000000", + "2006-08-08T00:00:00.000000", + "2006-08-09T00:00:00.000000", + "2006-08-10T00:00:00.000000", + "2006-08-11T00:00:00.000000", + "2006-08-14T00:00:00.000000", + "2006-08-15T00:00:00.000000", + "2006-08-16T00:00:00.000000", + "2006-08-17T00:00:00.000000", + "2006-08-18T00:00:00.000000", + "2006-08-21T00:00:00.000000", + "2006-08-22T00:00:00.000000", + "2006-08-23T00:00:00.000000", + "2006-08-24T00:00:00.000000", + "2006-08-25T00:00:00.000000", + "2006-08-28T00:00:00.000000", + "2006-08-29T00:00:00.000000", + "2006-08-30T00:00:00.000000", + "2006-08-31T00:00:00.000000", + "2006-09-01T00:00:00.000000", + "2006-09-04T00:00:00.000000", + "2006-09-05T00:00:00.000000", + "2006-09-06T00:00:00.000000", + "2006-09-07T00:00:00.000000", + "2006-09-08T00:00:00.000000", + "2006-09-11T00:00:00.000000", + "2006-09-12T00:00:00.000000", + "2006-09-13T00:00:00.000000", + "2006-09-14T00:00:00.000000", + "2006-09-15T00:00:00.000000", + "2006-09-18T00:00:00.000000", + "2006-09-19T00:00:00.000000", + "2006-09-20T00:00:00.000000", + "2006-09-21T00:00:00.000000", + "2006-09-22T00:00:00.000000", + "2006-09-25T00:00:00.000000", + "2006-09-26T00:00:00.000000", + "2006-09-27T00:00:00.000000", + "2006-09-28T00:00:00.000000", + "2006-09-29T00:00:00.000000", + "2006-10-02T00:00:00.000000", + "2006-10-03T00:00:00.000000", + "2006-10-04T00:00:00.000000", + "2006-10-05T00:00:00.000000", + "2006-10-06T00:00:00.000000", + "2006-10-09T00:00:00.000000", + "2006-10-10T00:00:00.000000", + "2006-10-11T00:00:00.000000", + "2006-10-12T00:00:00.000000", + "2006-10-13T00:00:00.000000", + "2006-10-16T00:00:00.000000", + "2006-10-17T00:00:00.000000", + "2006-10-18T00:00:00.000000", + "2006-10-19T00:00:00.000000", + "2006-10-20T00:00:00.000000", + "2006-10-23T00:00:00.000000", + "2006-10-24T00:00:00.000000", + "2006-10-25T00:00:00.000000", + "2006-10-26T00:00:00.000000", + "2006-10-27T00:00:00.000000", + "2006-10-30T00:00:00.000000", + "2006-10-31T00:00:00.000000", + "2006-11-01T00:00:00.000000", + "2006-11-02T00:00:00.000000", + "2006-11-03T00:00:00.000000", + "2006-11-06T00:00:00.000000", + "2006-11-07T00:00:00.000000", + "2006-11-08T00:00:00.000000", + "2006-11-09T00:00:00.000000", + "2006-11-10T00:00:00.000000", + "2006-11-13T00:00:00.000000", + "2006-11-14T00:00:00.000000", + "2006-11-15T00:00:00.000000", + "2006-11-16T00:00:00.000000", + "2006-11-17T00:00:00.000000", + "2006-11-20T00:00:00.000000", + "2006-11-21T00:00:00.000000", + "2006-11-22T00:00:00.000000", + "2006-11-23T00:00:00.000000", + "2006-11-24T00:00:00.000000", + "2006-11-27T00:00:00.000000", + "2006-11-28T00:00:00.000000", + "2006-11-29T00:00:00.000000", + "2006-11-30T00:00:00.000000", + "2006-12-01T00:00:00.000000", + "2006-12-04T00:00:00.000000", + "2006-12-05T00:00:00.000000", + "2006-12-06T00:00:00.000000", + "2006-12-07T00:00:00.000000", + "2006-12-08T00:00:00.000000", + "2006-12-11T00:00:00.000000", + "2006-12-12T00:00:00.000000", + "2006-12-13T00:00:00.000000", + "2006-12-14T00:00:00.000000", + "2006-12-15T00:00:00.000000", + "2006-12-18T00:00:00.000000", + "2006-12-19T00:00:00.000000", + "2006-12-20T00:00:00.000000", + "2006-12-21T00:00:00.000000", + "2006-12-22T00:00:00.000000", + "2006-12-25T00:00:00.000000", + "2006-12-26T00:00:00.000000", + "2006-12-27T00:00:00.000000", + "2006-12-28T00:00:00.000000", + "2006-12-29T00:00:00.000000", + "2007-01-01T00:00:00.000000", + "2007-01-02T00:00:00.000000", + "2007-01-03T00:00:00.000000", + "2007-01-04T00:00:00.000000", + "2007-01-05T00:00:00.000000", + "2007-01-08T00:00:00.000000", + "2007-01-09T00:00:00.000000", + "2007-01-10T00:00:00.000000", + "2007-01-11T00:00:00.000000", + "2007-01-12T00:00:00.000000", + "2007-01-15T00:00:00.000000", + "2007-01-16T00:00:00.000000", + "2007-01-17T00:00:00.000000", + "2007-01-18T00:00:00.000000", + "2007-01-19T00:00:00.000000", + "2007-01-22T00:00:00.000000", + "2007-01-23T00:00:00.000000", + "2007-01-24T00:00:00.000000", + "2007-01-25T00:00:00.000000", + "2007-01-26T00:00:00.000000", + "2007-01-29T00:00:00.000000", + "2007-01-30T00:00:00.000000", + "2007-01-31T00:00:00.000000", + "2007-02-01T00:00:00.000000", + "2007-02-02T00:00:00.000000", + "2007-02-05T00:00:00.000000", + "2007-02-06T00:00:00.000000", + "2007-02-07T00:00:00.000000", + "2007-02-08T00:00:00.000000", + "2007-02-09T00:00:00.000000", + "2007-02-12T00:00:00.000000", + "2007-02-13T00:00:00.000000", + "2007-02-14T00:00:00.000000", + "2007-02-15T00:00:00.000000", + "2007-02-16T00:00:00.000000", + "2007-02-19T00:00:00.000000", + "2007-02-20T00:00:00.000000", + "2007-02-21T00:00:00.000000", + "2007-02-22T00:00:00.000000", + "2007-02-23T00:00:00.000000", + "2007-02-26T00:00:00.000000", + "2007-02-27T00:00:00.000000", + "2007-02-28T00:00:00.000000", + "2007-03-01T00:00:00.000000", + "2007-03-02T00:00:00.000000", + "2007-03-05T00:00:00.000000", + "2007-03-06T00:00:00.000000", + "2007-03-07T00:00:00.000000", + "2007-03-08T00:00:00.000000", + "2007-03-09T00:00:00.000000", + "2007-03-12T00:00:00.000000", + "2007-03-13T00:00:00.000000", + "2007-03-14T00:00:00.000000", + "2007-03-15T00:00:00.000000", + "2007-03-16T00:00:00.000000", + "2007-03-19T00:00:00.000000", + "2007-03-20T00:00:00.000000", + "2007-03-21T00:00:00.000000", + "2007-03-22T00:00:00.000000", + "2007-03-23T00:00:00.000000", + "2007-03-26T00:00:00.000000", + "2007-03-27T00:00:00.000000", + "2007-03-28T00:00:00.000000", + "2007-03-29T00:00:00.000000", + "2007-03-30T00:00:00.000000", + "2007-04-02T00:00:00.000000", + "2007-04-03T00:00:00.000000", + "2007-04-04T00:00:00.000000", + "2007-04-05T00:00:00.000000", + "2007-04-06T00:00:00.000000", + "2007-04-09T00:00:00.000000", + "2007-04-10T00:00:00.000000", + "2007-04-11T00:00:00.000000", + "2007-04-12T00:00:00.000000", + "2007-04-13T00:00:00.000000", + "2007-04-16T00:00:00.000000", + "2007-04-17T00:00:00.000000", + "2007-04-18T00:00:00.000000", + "2007-04-19T00:00:00.000000", + "2007-04-20T00:00:00.000000", + "2007-04-23T00:00:00.000000", + "2007-04-24T00:00:00.000000", + "2007-04-25T00:00:00.000000", + "2007-04-26T00:00:00.000000", + "2007-04-27T00:00:00.000000", + "2007-04-30T00:00:00.000000", + "2007-05-01T00:00:00.000000", + "2007-05-02T00:00:00.000000", + "2007-05-03T00:00:00.000000", + "2007-05-04T00:00:00.000000", + "2007-05-07T00:00:00.000000", + "2007-05-08T00:00:00.000000", + "2007-05-09T00:00:00.000000", + "2007-05-10T00:00:00.000000", + "2007-05-11T00:00:00.000000", + "2007-05-14T00:00:00.000000", + "2007-05-15T00:00:00.000000", + "2007-05-16T00:00:00.000000", + "2007-05-17T00:00:00.000000", + "2007-05-18T00:00:00.000000", + "2007-05-21T00:00:00.000000", + "2007-05-22T00:00:00.000000", + "2007-05-23T00:00:00.000000", + "2007-05-24T00:00:00.000000", + "2007-05-25T00:00:00.000000", + "2007-05-28T00:00:00.000000", + "2007-05-29T00:00:00.000000", + "2007-05-30T00:00:00.000000", + "2007-05-31T00:00:00.000000", + "2007-06-01T00:00:00.000000", + "2007-06-04T00:00:00.000000", + "2007-06-05T00:00:00.000000", + "2007-06-06T00:00:00.000000", + "2007-06-07T00:00:00.000000", + "2007-06-08T00:00:00.000000", + "2007-06-11T00:00:00.000000", + "2007-06-12T00:00:00.000000", + "2007-06-13T00:00:00.000000", + "2007-06-14T00:00:00.000000", + "2007-06-15T00:00:00.000000", + "2007-06-18T00:00:00.000000", + "2007-06-19T00:00:00.000000", + "2007-06-20T00:00:00.000000", + "2007-06-21T00:00:00.000000", + "2007-06-22T00:00:00.000000", + "2007-06-25T00:00:00.000000", + "2007-06-26T00:00:00.000000", + "2007-06-27T00:00:00.000000", + "2007-06-28T00:00:00.000000", + "2007-06-29T00:00:00.000000", + "2007-07-02T00:00:00.000000", + "2007-07-03T00:00:00.000000", + "2007-07-04T00:00:00.000000", + "2007-07-05T00:00:00.000000", + "2007-07-06T00:00:00.000000", + "2007-07-09T00:00:00.000000", + "2007-07-10T00:00:00.000000", + "2007-07-11T00:00:00.000000", + "2007-07-12T00:00:00.000000", + "2007-07-13T00:00:00.000000", + "2007-07-16T00:00:00.000000", + "2007-07-17T00:00:00.000000", + "2007-07-18T00:00:00.000000", + "2007-07-19T00:00:00.000000", + "2007-07-20T00:00:00.000000", + "2007-07-23T00:00:00.000000", + "2007-07-24T00:00:00.000000", + "2007-07-25T00:00:00.000000", + "2007-07-26T00:00:00.000000", + "2007-07-27T00:00:00.000000", + "2007-07-30T00:00:00.000000", + "2007-07-31T00:00:00.000000", + "2007-08-01T00:00:00.000000", + "2007-08-02T00:00:00.000000", + "2007-08-03T00:00:00.000000", + "2007-08-06T00:00:00.000000", + "2007-08-07T00:00:00.000000", + "2007-08-08T00:00:00.000000", + "2007-08-09T00:00:00.000000", + "2007-08-10T00:00:00.000000", + "2007-08-13T00:00:00.000000", + "2007-08-14T00:00:00.000000", + "2007-08-15T00:00:00.000000", + "2007-08-16T00:00:00.000000", + "2007-08-17T00:00:00.000000", + "2007-08-20T00:00:00.000000", + "2007-08-21T00:00:00.000000", + "2007-08-22T00:00:00.000000", + "2007-08-23T00:00:00.000000", + "2007-08-24T00:00:00.000000", + "2007-08-27T00:00:00.000000", + "2007-08-28T00:00:00.000000", + "2007-08-29T00:00:00.000000", + "2007-08-30T00:00:00.000000", + "2007-08-31T00:00:00.000000", + "2007-09-03T00:00:00.000000", + "2007-09-04T00:00:00.000000", + "2007-09-05T00:00:00.000000", + "2007-09-06T00:00:00.000000", + "2007-09-07T00:00:00.000000", + "2007-09-10T00:00:00.000000", + "2007-09-11T00:00:00.000000", + "2007-09-12T00:00:00.000000", + "2007-09-13T00:00:00.000000", + "2007-09-14T00:00:00.000000", + "2007-09-17T00:00:00.000000", + "2007-09-18T00:00:00.000000", + "2007-09-19T00:00:00.000000", + "2007-09-20T00:00:00.000000", + "2007-09-21T00:00:00.000000", + "2007-09-24T00:00:00.000000", + "2007-09-25T00:00:00.000000", + "2007-09-26T00:00:00.000000", + "2007-09-27T00:00:00.000000", + "2007-09-28T00:00:00.000000", + "2007-10-01T00:00:00.000000", + "2007-10-02T00:00:00.000000", + "2007-10-03T00:00:00.000000", + "2007-10-04T00:00:00.000000", + "2007-10-05T00:00:00.000000", + "2007-10-08T00:00:00.000000", + "2007-10-09T00:00:00.000000", + "2007-10-10T00:00:00.000000", + "2007-10-11T00:00:00.000000", + "2007-10-12T00:00:00.000000", + "2007-10-15T00:00:00.000000", + "2007-10-16T00:00:00.000000", + "2007-10-17T00:00:00.000000", + "2007-10-18T00:00:00.000000", + "2007-10-19T00:00:00.000000", + "2007-10-22T00:00:00.000000", + "2007-10-23T00:00:00.000000", + "2007-10-24T00:00:00.000000", + "2007-10-25T00:00:00.000000", + "2007-10-26T00:00:00.000000", + "2007-10-29T00:00:00.000000", + "2007-10-30T00:00:00.000000", + "2007-10-31T00:00:00.000000", + "2007-11-01T00:00:00.000000", + "2007-11-02T00:00:00.000000", + "2007-11-05T00:00:00.000000", + "2007-11-06T00:00:00.000000", + "2007-11-07T00:00:00.000000", + "2007-11-08T00:00:00.000000", + "2007-11-09T00:00:00.000000", + "2007-11-12T00:00:00.000000", + "2007-11-13T00:00:00.000000", + "2007-11-14T00:00:00.000000", + "2007-11-15T00:00:00.000000", + "2007-11-16T00:00:00.000000", + "2007-11-19T00:00:00.000000", + "2007-11-20T00:00:00.000000", + "2007-11-21T00:00:00.000000", + "2007-11-22T00:00:00.000000", + "2007-11-23T00:00:00.000000", + "2007-11-26T00:00:00.000000", + "2007-11-27T00:00:00.000000", + "2007-11-28T00:00:00.000000", + "2007-11-29T00:00:00.000000", + "2007-11-30T00:00:00.000000", + "2007-12-03T00:00:00.000000", + "2007-12-04T00:00:00.000000", + "2007-12-05T00:00:00.000000", + "2007-12-06T00:00:00.000000", + "2007-12-07T00:00:00.000000", + "2007-12-10T00:00:00.000000", + "2007-12-11T00:00:00.000000", + "2007-12-12T00:00:00.000000", + "2007-12-13T00:00:00.000000", + "2007-12-14T00:00:00.000000", + "2007-12-17T00:00:00.000000", + "2007-12-18T00:00:00.000000", + "2007-12-19T00:00:00.000000", + "2007-12-20T00:00:00.000000", + "2007-12-21T00:00:00.000000", + "2007-12-24T00:00:00.000000", + "2007-12-25T00:00:00.000000", + "2007-12-26T00:00:00.000000", + "2007-12-27T00:00:00.000000", + "2007-12-28T00:00:00.000000", + "2007-12-31T00:00:00.000000", + "2008-01-01T00:00:00.000000", + "2008-01-02T00:00:00.000000", + "2008-01-03T00:00:00.000000", + "2008-01-04T00:00:00.000000", + "2008-01-07T00:00:00.000000", + "2008-01-08T00:00:00.000000", + "2008-01-09T00:00:00.000000", + "2008-01-10T00:00:00.000000", + "2008-01-11T00:00:00.000000", + "2008-01-14T00:00:00.000000", + "2008-01-15T00:00:00.000000", + "2008-01-16T00:00:00.000000", + "2008-01-17T00:00:00.000000", + "2008-01-18T00:00:00.000000", + "2008-01-21T00:00:00.000000", + "2008-01-22T00:00:00.000000", + "2008-01-23T00:00:00.000000", + "2008-01-24T00:00:00.000000", + "2008-01-25T00:00:00.000000", + "2008-01-28T00:00:00.000000", + "2008-01-29T00:00:00.000000", + "2008-01-30T00:00:00.000000", + "2008-01-31T00:00:00.000000", + "2008-02-01T00:00:00.000000", + "2008-02-04T00:00:00.000000", + "2008-02-05T00:00:00.000000", + "2008-02-06T00:00:00.000000", + "2008-02-07T00:00:00.000000", + "2008-02-08T00:00:00.000000", + "2008-02-11T00:00:00.000000", + "2008-02-12T00:00:00.000000", + "2008-02-13T00:00:00.000000", + "2008-02-14T00:00:00.000000", + "2008-02-15T00:00:00.000000", + "2008-02-18T00:00:00.000000", + "2008-02-19T00:00:00.000000", + "2008-02-20T00:00:00.000000", + "2008-02-21T00:00:00.000000", + "2008-02-22T00:00:00.000000", + "2008-02-25T00:00:00.000000", + "2008-02-26T00:00:00.000000", + "2008-02-27T00:00:00.000000", + "2008-02-28T00:00:00.000000", + "2008-02-29T00:00:00.000000", + "2008-03-03T00:00:00.000000", + "2008-03-04T00:00:00.000000", + "2008-03-05T00:00:00.000000", + "2008-03-06T00:00:00.000000", + "2008-03-07T00:00:00.000000", + "2008-03-10T00:00:00.000000", + "2008-03-11T00:00:00.000000", + "2008-03-12T00:00:00.000000", + "2008-03-13T00:00:00.000000", + "2008-03-14T00:00:00.000000", + "2008-03-17T00:00:00.000000", + "2008-03-18T00:00:00.000000", + "2008-03-19T00:00:00.000000", + "2008-03-20T00:00:00.000000", + "2008-03-21T00:00:00.000000", + "2008-03-24T00:00:00.000000", + "2008-03-25T00:00:00.000000", + "2008-03-26T00:00:00.000000", + "2008-03-27T00:00:00.000000", + "2008-03-28T00:00:00.000000", + "2008-03-31T00:00:00.000000", + "2008-04-01T00:00:00.000000", + "2008-04-02T00:00:00.000000", + "2008-04-03T00:00:00.000000", + "2008-04-04T00:00:00.000000", + "2008-04-07T00:00:00.000000", + "2008-04-08T00:00:00.000000", + "2008-04-09T00:00:00.000000", + "2008-04-10T00:00:00.000000", + "2008-04-11T00:00:00.000000", + "2008-04-14T00:00:00.000000", + "2008-04-15T00:00:00.000000", + "2008-04-16T00:00:00.000000", + "2008-04-17T00:00:00.000000", + "2008-04-18T00:00:00.000000", + "2008-04-21T00:00:00.000000", + "2008-04-22T00:00:00.000000", + "2008-04-23T00:00:00.000000", + "2008-04-24T00:00:00.000000", + "2008-04-25T00:00:00.000000", + "2008-04-28T00:00:00.000000", + "2008-04-29T00:00:00.000000", + "2008-04-30T00:00:00.000000", + "2008-05-01T00:00:00.000000", + "2008-05-02T00:00:00.000000", + "2008-05-05T00:00:00.000000", + "2008-05-06T00:00:00.000000", + "2008-05-07T00:00:00.000000", + "2008-05-08T00:00:00.000000", + "2008-05-09T00:00:00.000000", + "2008-05-12T00:00:00.000000", + "2008-05-13T00:00:00.000000", + "2008-05-14T00:00:00.000000", + "2008-05-15T00:00:00.000000", + "2008-05-16T00:00:00.000000", + "2008-05-19T00:00:00.000000", + "2008-05-20T00:00:00.000000", + "2008-05-21T00:00:00.000000", + "2008-05-22T00:00:00.000000", + "2008-05-23T00:00:00.000000", + "2008-05-26T00:00:00.000000", + "2008-05-27T00:00:00.000000", + "2008-05-28T00:00:00.000000", + "2008-05-29T00:00:00.000000", + "2008-05-30T00:00:00.000000", + "2008-06-02T00:00:00.000000", + "2008-06-03T00:00:00.000000", + "2008-06-04T00:00:00.000000", + "2008-06-05T00:00:00.000000", + "2008-06-06T00:00:00.000000", + "2008-06-09T00:00:00.000000", + "2008-06-10T00:00:00.000000", + "2008-06-11T00:00:00.000000", + "2008-06-12T00:00:00.000000", + "2008-06-13T00:00:00.000000", + "2008-06-16T00:00:00.000000", + "2008-06-17T00:00:00.000000", + "2008-06-18T00:00:00.000000", + "2008-06-19T00:00:00.000000", + "2008-06-20T00:00:00.000000", + "2008-06-23T00:00:00.000000", + "2008-06-24T00:00:00.000000", + "2008-06-25T00:00:00.000000", + "2008-06-26T00:00:00.000000", + "2008-06-27T00:00:00.000000", + "2008-06-30T00:00:00.000000", + "2008-07-01T00:00:00.000000", + "2008-07-02T00:00:00.000000", + "2008-07-03T00:00:00.000000", + "2008-07-04T00:00:00.000000", + "2008-07-07T00:00:00.000000", + "2008-07-08T00:00:00.000000", + "2008-07-09T00:00:00.000000", + "2008-07-10T00:00:00.000000", + "2008-07-11T00:00:00.000000", + "2008-07-14T00:00:00.000000", + "2008-07-15T00:00:00.000000", + "2008-07-16T00:00:00.000000", + "2008-07-17T00:00:00.000000", + "2008-07-18T00:00:00.000000", + "2008-07-21T00:00:00.000000", + "2008-07-22T00:00:00.000000", + "2008-07-23T00:00:00.000000", + "2008-07-24T00:00:00.000000", + "2008-07-25T00:00:00.000000", + "2008-07-28T00:00:00.000000", + "2008-07-29T00:00:00.000000", + "2008-07-30T00:00:00.000000", + "2008-07-31T00:00:00.000000", + "2008-08-01T00:00:00.000000", + "2008-08-04T00:00:00.000000", + "2008-08-05T00:00:00.000000", + "2008-08-06T00:00:00.000000", + "2008-08-07T00:00:00.000000", + "2008-08-08T00:00:00.000000", + "2008-08-11T00:00:00.000000", + "2008-08-12T00:00:00.000000", + "2008-08-13T00:00:00.000000", + "2008-08-14T00:00:00.000000", + "2008-08-15T00:00:00.000000", + "2008-08-18T00:00:00.000000", + "2008-08-19T00:00:00.000000", + "2008-08-20T00:00:00.000000", + "2008-08-21T00:00:00.000000", + "2008-08-22T00:00:00.000000", + "2008-08-25T00:00:00.000000", + "2008-08-26T00:00:00.000000", + "2008-08-27T00:00:00.000000", + "2008-08-28T00:00:00.000000", + "2008-08-29T00:00:00.000000", + "2008-09-01T00:00:00.000000", + "2008-09-02T00:00:00.000000", + "2008-09-03T00:00:00.000000", + "2008-09-04T00:00:00.000000", + "2008-09-05T00:00:00.000000", + "2008-09-08T00:00:00.000000", + "2008-09-09T00:00:00.000000", + "2008-09-10T00:00:00.000000", + "2008-09-11T00:00:00.000000", + "2008-09-12T00:00:00.000000", + "2008-09-15T00:00:00.000000", + "2008-09-16T00:00:00.000000", + "2008-09-17T00:00:00.000000", + "2008-09-18T00:00:00.000000", + "2008-09-19T00:00:00.000000", + "2008-09-22T00:00:00.000000", + "2008-09-23T00:00:00.000000", + "2008-09-24T00:00:00.000000", + "2008-09-25T00:00:00.000000", + "2008-09-26T00:00:00.000000", + "2008-09-29T00:00:00.000000", + "2008-09-30T00:00:00.000000", + "2008-10-01T00:00:00.000000", + "2008-10-02T00:00:00.000000", + "2008-10-03T00:00:00.000000", + "2008-10-06T00:00:00.000000", + "2008-10-07T00:00:00.000000", + "2008-10-08T00:00:00.000000", + "2008-10-09T00:00:00.000000", + "2008-10-10T00:00:00.000000", + "2008-10-13T00:00:00.000000", + "2008-10-14T00:00:00.000000", + "2008-10-15T00:00:00.000000", + "2008-10-16T00:00:00.000000", + "2008-10-17T00:00:00.000000", + "2008-10-20T00:00:00.000000", + "2008-10-21T00:00:00.000000", + "2008-10-22T00:00:00.000000", + "2008-10-23T00:00:00.000000", + "2008-10-24T00:00:00.000000", + "2008-10-27T00:00:00.000000", + "2008-10-28T00:00:00.000000", + "2008-10-29T00:00:00.000000", + "2008-10-30T00:00:00.000000", + "2008-10-31T00:00:00.000000", + "2008-11-03T00:00:00.000000", + "2008-11-04T00:00:00.000000", + "2008-11-05T00:00:00.000000", + "2008-11-06T00:00:00.000000", + "2008-11-07T00:00:00.000000", + "2008-11-10T00:00:00.000000", + "2008-11-11T00:00:00.000000", + "2008-11-12T00:00:00.000000", + "2008-11-13T00:00:00.000000", + "2008-11-14T00:00:00.000000", + "2008-11-17T00:00:00.000000", + "2008-11-18T00:00:00.000000", + "2008-11-19T00:00:00.000000", + "2008-11-20T00:00:00.000000", + "2008-11-21T00:00:00.000000", + "2008-11-24T00:00:00.000000", + "2008-11-25T00:00:00.000000", + "2008-11-26T00:00:00.000000", + "2008-11-27T00:00:00.000000", + "2008-11-28T00:00:00.000000", + "2008-12-01T00:00:00.000000", + "2008-12-02T00:00:00.000000", + "2008-12-03T00:00:00.000000", + "2008-12-04T00:00:00.000000", + "2008-12-05T00:00:00.000000", + "2008-12-08T00:00:00.000000", + "2008-12-09T00:00:00.000000", + "2008-12-10T00:00:00.000000", + "2008-12-11T00:00:00.000000", + "2008-12-12T00:00:00.000000", + "2008-12-15T00:00:00.000000", + "2008-12-16T00:00:00.000000", + "2008-12-17T00:00:00.000000", + "2008-12-18T00:00:00.000000", + "2008-12-19T00:00:00.000000", + "2008-12-22T00:00:00.000000", + "2008-12-23T00:00:00.000000", + "2008-12-24T00:00:00.000000", + "2008-12-25T00:00:00.000000", + "2008-12-26T00:00:00.000000", + "2008-12-29T00:00:00.000000", + "2008-12-30T00:00:00.000000", + "2008-12-31T00:00:00.000000", + "2009-01-01T00:00:00.000000", + "2009-01-02T00:00:00.000000", + "2009-01-05T00:00:00.000000", + "2009-01-06T00:00:00.000000", + "2009-01-07T00:00:00.000000", + "2009-01-08T00:00:00.000000", + "2009-01-09T00:00:00.000000", + "2009-01-12T00:00:00.000000", + "2009-01-13T00:00:00.000000", + "2009-01-14T00:00:00.000000", + "2009-01-15T00:00:00.000000", + "2009-01-16T00:00:00.000000", + "2009-01-19T00:00:00.000000", + "2009-01-20T00:00:00.000000", + "2009-01-21T00:00:00.000000", + "2009-01-22T00:00:00.000000", + "2009-01-23T00:00:00.000000", + "2009-01-26T00:00:00.000000", + "2009-01-27T00:00:00.000000", + "2009-01-28T00:00:00.000000", + "2009-01-29T00:00:00.000000", + "2009-01-30T00:00:00.000000", + "2009-02-02T00:00:00.000000", + "2009-02-03T00:00:00.000000", + "2009-02-04T00:00:00.000000", + "2009-02-05T00:00:00.000000", + "2009-02-06T00:00:00.000000", + "2009-02-09T00:00:00.000000", + "2009-02-10T00:00:00.000000", + "2009-02-11T00:00:00.000000", + "2009-02-12T00:00:00.000000", + "2009-02-13T00:00:00.000000", + "2009-02-16T00:00:00.000000", + "2009-02-17T00:00:00.000000", + "2009-02-18T00:00:00.000000", + "2009-02-19T00:00:00.000000", + "2009-02-20T00:00:00.000000", + "2009-02-23T00:00:00.000000", + "2009-02-24T00:00:00.000000", + "2009-02-25T00:00:00.000000", + "2009-02-26T00:00:00.000000", + "2009-02-27T00:00:00.000000", + "2009-03-02T00:00:00.000000", + "2009-03-03T00:00:00.000000", + "2009-03-04T00:00:00.000000", + "2009-03-05T00:00:00.000000", + "2009-03-06T00:00:00.000000", + "2009-03-09T00:00:00.000000", + "2009-03-10T00:00:00.000000", + "2009-03-11T00:00:00.000000", + "2009-03-12T00:00:00.000000", + "2009-03-13T00:00:00.000000", + "2009-03-16T00:00:00.000000", + "2009-03-17T00:00:00.000000", + "2009-03-18T00:00:00.000000", + "2009-03-19T00:00:00.000000", + "2009-03-20T00:00:00.000000", + "2009-03-23T00:00:00.000000", + "2009-03-24T00:00:00.000000", + "2009-03-25T00:00:00.000000", + "2009-03-26T00:00:00.000000", + "2009-03-27T00:00:00.000000", + "2009-03-30T00:00:00.000000", + "2009-03-31T00:00:00.000000", + "2009-04-01T00:00:00.000000", + "2009-04-02T00:00:00.000000", + "2009-04-03T00:00:00.000000", + "2009-04-06T00:00:00.000000", + "2009-04-07T00:00:00.000000", + "2009-04-08T00:00:00.000000", + "2009-04-09T00:00:00.000000", + "2009-04-10T00:00:00.000000", + "2009-04-13T00:00:00.000000", + "2009-04-14T00:00:00.000000", + "2009-04-15T00:00:00.000000", + "2009-04-16T00:00:00.000000", + "2009-04-17T00:00:00.000000", + "2009-04-20T00:00:00.000000", + "2009-04-21T00:00:00.000000", + "2009-04-22T00:00:00.000000", + "2009-04-23T00:00:00.000000", + "2009-04-24T00:00:00.000000", + "2009-04-27T00:00:00.000000", + "2009-04-28T00:00:00.000000", + "2009-04-29T00:00:00.000000", + "2009-04-30T00:00:00.000000", + "2009-05-01T00:00:00.000000", + "2009-05-04T00:00:00.000000", + "2009-05-05T00:00:00.000000", + "2009-05-06T00:00:00.000000", + "2009-05-07T00:00:00.000000", + "2009-05-08T00:00:00.000000", + "2009-05-11T00:00:00.000000", + "2009-05-12T00:00:00.000000", + "2009-05-13T00:00:00.000000", + "2009-05-14T00:00:00.000000", + "2009-05-15T00:00:00.000000", + "2009-05-18T00:00:00.000000", + "2009-05-19T00:00:00.000000", + "2009-05-20T00:00:00.000000", + "2009-05-21T00:00:00.000000", + "2009-05-22T00:00:00.000000", + "2009-05-25T00:00:00.000000", + "2009-05-26T00:00:00.000000", + "2009-05-27T00:00:00.000000", + "2009-05-28T00:00:00.000000", + "2009-05-29T00:00:00.000000", + "2009-06-01T00:00:00.000000", + "2009-06-02T00:00:00.000000", + "2009-06-03T00:00:00.000000", + "2009-06-04T00:00:00.000000", + "2009-06-05T00:00:00.000000", + "2009-06-08T00:00:00.000000", + "2009-06-09T00:00:00.000000", + "2009-06-10T00:00:00.000000", + "2009-06-11T00:00:00.000000", + "2009-06-12T00:00:00.000000", + "2009-06-15T00:00:00.000000", + "2009-06-16T00:00:00.000000", + "2009-06-17T00:00:00.000000", + "2009-06-18T00:00:00.000000", + "2009-06-19T00:00:00.000000", + "2009-06-22T00:00:00.000000", + "2009-06-23T00:00:00.000000", + "2009-06-24T00:00:00.000000", + "2009-06-25T00:00:00.000000", + "2009-06-26T00:00:00.000000", + "2009-06-29T00:00:00.000000", + "2009-06-30T00:00:00.000000", + "2009-07-01T00:00:00.000000", + "2009-07-02T00:00:00.000000", + "2009-07-03T00:00:00.000000", + "2009-07-06T00:00:00.000000", + "2009-07-07T00:00:00.000000", + "2009-07-08T00:00:00.000000", + "2009-07-09T00:00:00.000000", + "2009-07-10T00:00:00.000000", + "2009-07-13T00:00:00.000000", + "2009-07-14T00:00:00.000000", + "2009-07-15T00:00:00.000000", + "2009-07-16T00:00:00.000000", + "2009-07-17T00:00:00.000000", + "2009-07-20T00:00:00.000000", + "2009-07-21T00:00:00.000000", + "2009-07-22T00:00:00.000000", + "2009-07-23T00:00:00.000000", + "2009-07-24T00:00:00.000000", + "2009-07-27T00:00:00.000000", + "2009-07-28T00:00:00.000000", + "2009-07-29T00:00:00.000000", + "2009-07-30T00:00:00.000000", + "2009-07-31T00:00:00.000000", + "2009-08-03T00:00:00.000000", + "2009-08-04T00:00:00.000000", + "2009-08-05T00:00:00.000000", + "2009-08-06T00:00:00.000000", + "2009-08-07T00:00:00.000000", + "2009-08-10T00:00:00.000000", + "2009-08-11T00:00:00.000000", + "2009-08-12T00:00:00.000000", + "2009-08-13T00:00:00.000000", + "2009-08-14T00:00:00.000000", + "2009-08-17T00:00:00.000000", + "2009-08-18T00:00:00.000000", + "2009-08-19T00:00:00.000000", + "2009-08-20T00:00:00.000000", + "2009-08-21T00:00:00.000000", + "2009-08-24T00:00:00.000000", + "2009-08-25T00:00:00.000000", + "2009-08-26T00:00:00.000000", + "2009-08-27T00:00:00.000000", + "2009-08-28T00:00:00.000000", + "2009-08-31T00:00:00.000000", + "2009-09-01T00:00:00.000000", + "2009-09-02T00:00:00.000000", + "2009-09-03T00:00:00.000000", + "2009-09-04T00:00:00.000000", + "2009-09-07T00:00:00.000000", + "2009-09-08T00:00:00.000000", + "2009-09-09T00:00:00.000000", + "2009-09-10T00:00:00.000000", + "2009-09-11T00:00:00.000000", + "2009-09-14T00:00:00.000000", + "2009-09-15T00:00:00.000000", + "2009-09-16T00:00:00.000000", + "2009-09-17T00:00:00.000000", + "2009-09-18T00:00:00.000000", + "2009-09-21T00:00:00.000000", + "2009-09-22T00:00:00.000000", + "2009-09-23T00:00:00.000000", + "2009-09-24T00:00:00.000000", + "2009-09-25T00:00:00.000000", + "2009-09-28T00:00:00.000000", + "2009-09-29T00:00:00.000000", + "2009-09-30T00:00:00.000000", + "2009-10-01T00:00:00.000000", + "2009-10-02T00:00:00.000000", + "2009-10-05T00:00:00.000000", + "2009-10-06T00:00:00.000000", + "2009-10-07T00:00:00.000000", + "2009-10-08T00:00:00.000000", + "2009-10-09T00:00:00.000000", + "2009-10-12T00:00:00.000000", + "2009-10-13T00:00:00.000000", + "2009-10-14T00:00:00.000000", + "2009-10-15T00:00:00.000000", + "2009-10-16T00:00:00.000000", + "2009-10-19T00:00:00.000000", + "2009-10-20T00:00:00.000000", + "2009-10-21T00:00:00.000000", + "2009-10-22T00:00:00.000000", + "2009-10-23T00:00:00.000000", + "2009-10-26T00:00:00.000000", + "2009-10-27T00:00:00.000000", + "2009-10-28T00:00:00.000000", + "2009-10-29T00:00:00.000000", + "2009-10-30T00:00:00.000000", + "2009-11-02T00:00:00.000000", + "2009-11-03T00:00:00.000000", + "2009-11-04T00:00:00.000000", + "2009-11-05T00:00:00.000000", + "2009-11-06T00:00:00.000000", + "2009-11-09T00:00:00.000000", + "2009-11-10T00:00:00.000000", + "2009-11-11T00:00:00.000000", + "2009-11-12T00:00:00.000000", + "2009-11-13T00:00:00.000000", + "2009-11-16T00:00:00.000000", + "2009-11-17T00:00:00.000000", + "2009-11-18T00:00:00.000000", + "2009-11-19T00:00:00.000000", + "2009-11-20T00:00:00.000000", + "2009-11-23T00:00:00.000000", + "2009-11-24T00:00:00.000000", + "2009-11-25T00:00:00.000000", + "2009-11-26T00:00:00.000000", + "2009-11-27T00:00:00.000000", + "2009-11-30T00:00:00.000000", + "2009-12-01T00:00:00.000000", + "2009-12-02T00:00:00.000000", + "2009-12-03T00:00:00.000000", + "2009-12-04T00:00:00.000000", + "2009-12-07T00:00:00.000000", + "2009-12-08T00:00:00.000000", + "2009-12-09T00:00:00.000000", + "2009-12-10T00:00:00.000000", + "2009-12-11T00:00:00.000000", + "2009-12-14T00:00:00.000000", + "2009-12-15T00:00:00.000000", + "2009-12-16T00:00:00.000000", + "2009-12-17T00:00:00.000000", + "2009-12-18T00:00:00.000000", + "2009-12-21T00:00:00.000000", + "2009-12-22T00:00:00.000000", + "2009-12-23T00:00:00.000000", + "2009-12-24T00:00:00.000000", + "2009-12-25T00:00:00.000000", + "2009-12-28T00:00:00.000000", + "2009-12-29T00:00:00.000000", + "2009-12-30T00:00:00.000000", + "2009-12-31T00:00:00.000000", + "2010-01-01T00:00:00.000000", + "2010-01-04T00:00:00.000000", + "2010-01-05T00:00:00.000000", + "2010-01-06T00:00:00.000000", + "2010-01-07T00:00:00.000000", + "2010-01-08T00:00:00.000000", + "2010-01-11T00:00:00.000000", + "2010-01-12T00:00:00.000000", + "2010-01-13T00:00:00.000000", + "2010-01-14T00:00:00.000000", + "2010-01-15T00:00:00.000000", + "2010-01-18T00:00:00.000000", + "2010-01-19T00:00:00.000000", + "2010-01-20T00:00:00.000000", + "2010-01-21T00:00:00.000000", + "2010-01-22T00:00:00.000000", + "2010-01-25T00:00:00.000000", + "2010-01-26T00:00:00.000000", + "2010-01-27T00:00:00.000000", + "2010-01-28T00:00:00.000000", + "2010-01-29T00:00:00.000000", + "2010-02-01T00:00:00.000000", + "2010-02-02T00:00:00.000000", + "2010-02-03T00:00:00.000000", + "2010-02-04T00:00:00.000000", + "2010-02-05T00:00:00.000000", + "2010-02-08T00:00:00.000000", + "2010-02-09T00:00:00.000000", + "2010-02-10T00:00:00.000000", + "2010-02-11T00:00:00.000000", + "2010-02-12T00:00:00.000000", + "2010-02-15T00:00:00.000000", + "2010-02-16T00:00:00.000000", + "2010-02-17T00:00:00.000000", + "2010-02-18T00:00:00.000000", + "2010-02-19T00:00:00.000000", + "2010-02-22T00:00:00.000000", + "2010-02-23T00:00:00.000000", + "2010-02-24T00:00:00.000000", + "2010-02-25T00:00:00.000000", + "2010-02-26T00:00:00.000000", + "2010-03-01T00:00:00.000000", + "2010-03-02T00:00:00.000000", + "2010-03-03T00:00:00.000000", + "2010-03-04T00:00:00.000000", + "2010-03-05T00:00:00.000000", + "2010-03-08T00:00:00.000000", + "2010-03-09T00:00:00.000000", + "2010-03-10T00:00:00.000000", + "2010-03-11T00:00:00.000000", + "2010-03-12T00:00:00.000000", + "2010-03-15T00:00:00.000000", + "2010-03-16T00:00:00.000000", + "2010-03-17T00:00:00.000000", + "2010-03-18T00:00:00.000000", + "2010-03-19T00:00:00.000000", + "2010-03-22T00:00:00.000000", + "2010-03-23T00:00:00.000000", + "2010-03-24T00:00:00.000000", + "2010-03-25T00:00:00.000000", + "2010-03-26T00:00:00.000000", + "2010-03-29T00:00:00.000000", + "2010-03-30T00:00:00.000000", + "2010-03-31T00:00:00.000000", + "2010-04-01T00:00:00.000000", + "2010-04-02T00:00:00.000000", + "2010-04-05T00:00:00.000000", + "2010-04-06T00:00:00.000000", + "2010-04-07T00:00:00.000000", + "2010-04-08T00:00:00.000000", + "2010-04-09T00:00:00.000000", + "2010-04-12T00:00:00.000000", + "2010-04-13T00:00:00.000000", + "2010-04-14T00:00:00.000000", + "2010-04-15T00:00:00.000000", + "2010-04-16T00:00:00.000000", + "2010-04-19T00:00:00.000000", + "2010-04-20T00:00:00.000000", + "2010-04-21T00:00:00.000000", + "2010-04-22T00:00:00.000000", + "2010-04-23T00:00:00.000000", + "2010-04-26T00:00:00.000000", + "2010-04-27T00:00:00.000000", + "2010-04-28T00:00:00.000000", + "2010-04-29T00:00:00.000000", + "2010-04-30T00:00:00.000000", + "2010-05-03T00:00:00.000000", + "2010-05-04T00:00:00.000000", + "2010-05-05T00:00:00.000000", + "2010-05-06T00:00:00.000000", + "2010-05-07T00:00:00.000000", + "2010-05-10T00:00:00.000000", + "2010-05-11T00:00:00.000000", + "2010-05-12T00:00:00.000000", + "2010-05-13T00:00:00.000000", + "2010-05-14T00:00:00.000000", + "2010-05-17T00:00:00.000000", + "2010-05-18T00:00:00.000000", + "2010-05-19T00:00:00.000000", + "2010-05-20T00:00:00.000000", + "2010-05-21T00:00:00.000000", + "2010-05-24T00:00:00.000000", + "2010-05-25T00:00:00.000000", + "2010-05-26T00:00:00.000000", + "2010-05-27T00:00:00.000000", + "2010-05-28T00:00:00.000000", + "2010-05-31T00:00:00.000000", + "2010-06-01T00:00:00.000000", + "2010-06-02T00:00:00.000000", + "2010-06-03T00:00:00.000000", + "2010-06-04T00:00:00.000000", + "2010-06-07T00:00:00.000000", + "2010-06-08T00:00:00.000000", + "2010-06-09T00:00:00.000000", + "2010-06-10T00:00:00.000000", + "2010-06-11T00:00:00.000000", + "2010-06-14T00:00:00.000000", + "2010-06-15T00:00:00.000000", + "2010-06-16T00:00:00.000000", + "2010-06-17T00:00:00.000000", + "2010-06-18T00:00:00.000000", + "2010-06-21T00:00:00.000000", + "2010-06-22T00:00:00.000000", + "2010-06-23T00:00:00.000000", + "2010-06-24T00:00:00.000000", + "2010-06-25T00:00:00.000000", + "2010-06-28T00:00:00.000000", + "2010-06-29T00:00:00.000000", + "2010-06-30T00:00:00.000000", + "2010-07-01T00:00:00.000000", + "2010-07-02T00:00:00.000000", + "2010-07-05T00:00:00.000000", + "2010-07-06T00:00:00.000000", + "2010-07-07T00:00:00.000000", + "2010-07-08T00:00:00.000000", + "2010-07-09T00:00:00.000000", + "2010-07-12T00:00:00.000000", + "2010-07-13T00:00:00.000000", + "2010-07-14T00:00:00.000000", + "2010-07-15T00:00:00.000000", + "2010-07-16T00:00:00.000000", + "2010-07-19T00:00:00.000000", + "2010-07-20T00:00:00.000000", + "2010-07-21T00:00:00.000000", + "2010-07-22T00:00:00.000000", + "2010-07-23T00:00:00.000000", + "2010-07-26T00:00:00.000000", + "2010-07-27T00:00:00.000000", + "2010-07-28T00:00:00.000000", + "2010-07-29T00:00:00.000000", + "2010-07-30T00:00:00.000000", + "2010-08-02T00:00:00.000000", + "2010-08-03T00:00:00.000000", + "2010-08-04T00:00:00.000000", + "2010-08-05T00:00:00.000000", + "2010-08-06T00:00:00.000000", + "2010-08-09T00:00:00.000000", + "2010-08-10T00:00:00.000000", + "2010-08-11T00:00:00.000000", + "2010-08-12T00:00:00.000000", + "2010-08-13T00:00:00.000000", + "2010-08-16T00:00:00.000000", + "2010-08-17T00:00:00.000000", + "2010-08-18T00:00:00.000000", + "2010-08-19T00:00:00.000000", + "2010-08-20T00:00:00.000000", + "2010-08-23T00:00:00.000000", + "2010-08-24T00:00:00.000000", + "2010-08-25T00:00:00.000000", + "2010-08-26T00:00:00.000000", + "2010-08-27T00:00:00.000000", + "2010-08-30T00:00:00.000000", + "2010-08-31T00:00:00.000000", + "2010-09-01T00:00:00.000000", + "2010-09-02T00:00:00.000000", + "2010-09-03T00:00:00.000000", + "2010-09-06T00:00:00.000000", + "2010-09-07T00:00:00.000000", + "2010-09-08T00:00:00.000000", + "2010-09-09T00:00:00.000000", + "2010-09-10T00:00:00.000000", + "2010-09-13T00:00:00.000000", + "2010-09-14T00:00:00.000000", + "2010-09-15T00:00:00.000000", + "2010-09-16T00:00:00.000000", + "2010-09-17T00:00:00.000000", + "2010-09-20T00:00:00.000000", + "2010-09-21T00:00:00.000000", + "2010-09-22T00:00:00.000000", + "2010-09-23T00:00:00.000000", + "2010-09-24T00:00:00.000000", + "2010-09-27T00:00:00.000000", + "2010-09-28T00:00:00.000000", + "2010-09-29T00:00:00.000000", + "2010-09-30T00:00:00.000000", + "2010-10-01T00:00:00.000000", + "2010-10-04T00:00:00.000000", + "2010-10-05T00:00:00.000000", + "2010-10-06T00:00:00.000000", + "2010-10-07T00:00:00.000000", + "2010-10-08T00:00:00.000000", + "2010-10-11T00:00:00.000000", + "2010-10-12T00:00:00.000000", + "2010-10-13T00:00:00.000000", + "2010-10-14T00:00:00.000000", + "2010-10-15T00:00:00.000000", + "2010-10-18T00:00:00.000000", + "2010-10-19T00:00:00.000000", + "2010-10-20T00:00:00.000000", + "2010-10-21T00:00:00.000000", + "2010-10-22T00:00:00.000000", + "2010-10-25T00:00:00.000000", + "2010-10-26T00:00:00.000000", + "2010-10-27T00:00:00.000000", + "2010-10-28T00:00:00.000000", + "2010-10-29T00:00:00.000000", + "2010-11-01T00:00:00.000000", + "2010-11-02T00:00:00.000000", + "2010-11-03T00:00:00.000000", + "2010-11-04T00:00:00.000000", + "2010-11-05T00:00:00.000000", + "2010-11-08T00:00:00.000000", + "2010-11-09T00:00:00.000000", + "2010-11-10T00:00:00.000000", + "2010-11-11T00:00:00.000000", + "2010-11-12T00:00:00.000000", + "2010-11-15T00:00:00.000000", + "2010-11-16T00:00:00.000000", + "2010-11-17T00:00:00.000000", + "2010-11-18T00:00:00.000000", + "2010-11-19T00:00:00.000000", + "2010-11-22T00:00:00.000000", + "2010-11-23T00:00:00.000000", + "2010-11-24T00:00:00.000000", + "2010-11-25T00:00:00.000000", + "2010-11-26T00:00:00.000000", + "2010-11-29T00:00:00.000000", + "2010-11-30T00:00:00.000000", + "2010-12-01T00:00:00.000000", + "2010-12-02T00:00:00.000000", + "2010-12-03T00:00:00.000000", + "2010-12-06T00:00:00.000000", + "2010-12-07T00:00:00.000000", + "2010-12-08T00:00:00.000000", + "2010-12-09T00:00:00.000000", + "2010-12-10T00:00:00.000000", + "2010-12-13T00:00:00.000000", + "2010-12-14T00:00:00.000000", + "2010-12-15T00:00:00.000000", + "2010-12-16T00:00:00.000000", + "2010-12-17T00:00:00.000000", + "2010-12-20T00:00:00.000000", + "2010-12-21T00:00:00.000000", + "2010-12-22T00:00:00.000000", + "2010-12-23T00:00:00.000000", + "2010-12-24T00:00:00.000000", + "2010-12-27T00:00:00.000000", + "2010-12-28T00:00:00.000000", + "2010-12-29T00:00:00.000000", + "2010-12-30T00:00:00.000000", + "2010-12-31T00:00:00.000000", + "2011-01-03T00:00:00.000000", + "2011-01-04T00:00:00.000000", + "2011-01-05T00:00:00.000000", + "2011-01-06T00:00:00.000000", + "2011-01-07T00:00:00.000000", + "2011-01-10T00:00:00.000000", + "2011-01-11T00:00:00.000000", + "2011-01-12T00:00:00.000000", + "2011-01-13T00:00:00.000000", + "2011-01-14T00:00:00.000000", + "2011-01-17T00:00:00.000000", + "2011-01-18T00:00:00.000000", + "2011-01-19T00:00:00.000000", + "2011-01-20T00:00:00.000000", + "2011-01-21T00:00:00.000000", + "2011-01-24T00:00:00.000000", + "2011-01-25T00:00:00.000000", + "2011-01-26T00:00:00.000000", + "2011-01-27T00:00:00.000000", + "2011-01-28T00:00:00.000000", + "2011-01-31T00:00:00.000000", + "2011-02-01T00:00:00.000000", + "2011-02-02T00:00:00.000000", + "2011-02-03T00:00:00.000000", + "2011-02-04T00:00:00.000000", + "2011-02-07T00:00:00.000000", + "2011-02-08T00:00:00.000000", + "2011-02-09T00:00:00.000000", + "2011-02-10T00:00:00.000000", + "2011-02-11T00:00:00.000000", + "2011-02-14T00:00:00.000000", + "2011-02-15T00:00:00.000000", + "2011-02-16T00:00:00.000000", + "2011-02-17T00:00:00.000000", + "2011-02-18T00:00:00.000000", + "2011-02-21T00:00:00.000000", + "2011-02-22T00:00:00.000000", + "2011-02-23T00:00:00.000000", + "2011-02-24T00:00:00.000000", + "2011-02-25T00:00:00.000000", + "2011-02-28T00:00:00.000000", + "2011-03-01T00:00:00.000000", + "2011-03-02T00:00:00.000000", + "2011-03-03T00:00:00.000000", + "2011-03-04T00:00:00.000000", + "2011-03-07T00:00:00.000000", + "2011-03-08T00:00:00.000000", + "2011-03-09T00:00:00.000000", + "2011-03-10T00:00:00.000000", + "2011-03-11T00:00:00.000000", + "2011-03-14T00:00:00.000000", + "2011-03-15T00:00:00.000000", + "2011-03-16T00:00:00.000000", + "2011-03-17T00:00:00.000000", + "2011-03-18T00:00:00.000000", + "2011-03-21T00:00:00.000000", + "2011-03-22T00:00:00.000000", + "2011-03-23T00:00:00.000000", + "2011-03-24T00:00:00.000000", + "2011-03-25T00:00:00.000000", + "2011-03-28T00:00:00.000000", + "2011-03-29T00:00:00.000000", + "2011-03-30T00:00:00.000000", + "2011-03-31T00:00:00.000000", + "2011-04-01T00:00:00.000000", + "2011-04-04T00:00:00.000000", + "2011-04-05T00:00:00.000000", + "2011-04-06T00:00:00.000000", + "2011-04-07T00:00:00.000000", + "2011-04-08T00:00:00.000000", + "2011-04-11T00:00:00.000000", + "2011-04-12T00:00:00.000000", + "2011-04-13T00:00:00.000000", + "2011-04-14T00:00:00.000000", + "2011-04-15T00:00:00.000000", + "2011-04-18T00:00:00.000000", + "2011-04-19T00:00:00.000000", + "2011-04-20T00:00:00.000000", + "2011-04-21T00:00:00.000000", + "2011-04-22T00:00:00.000000", + "2011-04-25T00:00:00.000000", + "2011-04-26T00:00:00.000000", + "2011-04-27T00:00:00.000000", + "2011-04-28T00:00:00.000000", + "2011-04-29T00:00:00.000000", + "2011-05-02T00:00:00.000000", + "2011-05-03T00:00:00.000000", + "2011-05-04T00:00:00.000000", + "2011-05-05T00:00:00.000000", + "2011-05-06T00:00:00.000000", + "2011-05-09T00:00:00.000000", + "2011-05-10T00:00:00.000000", + "2011-05-11T00:00:00.000000", + "2011-05-12T00:00:00.000000", + "2011-05-13T00:00:00.000000", + "2011-05-16T00:00:00.000000", + "2011-05-17T00:00:00.000000", + "2011-05-18T00:00:00.000000", + "2011-05-19T00:00:00.000000", + "2011-05-20T00:00:00.000000", + "2011-05-23T00:00:00.000000", + "2011-05-24T00:00:00.000000", + "2011-05-25T00:00:00.000000", + "2011-05-26T00:00:00.000000", + "2011-05-27T00:00:00.000000", + "2011-05-30T00:00:00.000000", + "2011-05-31T00:00:00.000000", + "2011-06-01T00:00:00.000000", + "2011-06-02T00:00:00.000000", + "2011-06-03T00:00:00.000000", + "2011-06-06T00:00:00.000000", + "2011-06-07T00:00:00.000000", + "2011-06-08T00:00:00.000000", + "2011-06-09T00:00:00.000000", + "2011-06-10T00:00:00.000000", + "2011-06-13T00:00:00.000000", + "2011-06-14T00:00:00.000000", + "2011-06-15T00:00:00.000000", + "2011-06-16T00:00:00.000000", + "2011-06-17T00:00:00.000000", + "2011-06-20T00:00:00.000000", + "2011-06-21T00:00:00.000000", + "2011-06-22T00:00:00.000000", + "2011-06-23T00:00:00.000000", + "2011-06-24T00:00:00.000000", + "2011-06-27T00:00:00.000000", + "2011-06-28T00:00:00.000000", + "2011-06-29T00:00:00.000000", + "2011-06-30T00:00:00.000000", + "2011-07-01T00:00:00.000000", + "2011-07-04T00:00:00.000000", + "2011-07-05T00:00:00.000000", + "2011-07-06T00:00:00.000000", + "2011-07-07T00:00:00.000000", + "2011-07-08T00:00:00.000000", + "2011-07-11T00:00:00.000000", + "2011-07-12T00:00:00.000000", + "2011-07-13T00:00:00.000000", + "2011-07-14T00:00:00.000000", + "2011-07-15T00:00:00.000000", + "2011-07-18T00:00:00.000000", + "2011-07-19T00:00:00.000000", + "2011-07-20T00:00:00.000000", + "2011-07-21T00:00:00.000000", + "2011-07-22T00:00:00.000000", + "2011-07-25T00:00:00.000000", + "2011-07-26T00:00:00.000000", + "2011-07-27T00:00:00.000000", + "2011-07-28T00:00:00.000000", + "2011-07-29T00:00:00.000000", + "2011-08-01T00:00:00.000000", + "2011-08-02T00:00:00.000000", + "2011-08-03T00:00:00.000000", + "2011-08-04T00:00:00.000000", + "2011-08-05T00:00:00.000000", + "2011-08-08T00:00:00.000000", + "2011-08-09T00:00:00.000000", + "2011-08-10T00:00:00.000000", + "2011-08-11T00:00:00.000000", + "2011-08-12T00:00:00.000000", + "2011-08-15T00:00:00.000000", + "2011-08-16T00:00:00.000000", + "2011-08-17T00:00:00.000000", + "2011-08-18T00:00:00.000000", + "2011-08-19T00:00:00.000000", + "2011-08-22T00:00:00.000000", + "2011-08-23T00:00:00.000000", + "2011-08-24T00:00:00.000000", + "2011-08-25T00:00:00.000000", + "2011-08-26T00:00:00.000000", + "2011-08-29T00:00:00.000000", + "2011-08-30T00:00:00.000000", + "2011-08-31T00:00:00.000000", + "2011-09-01T00:00:00.000000", + "2011-09-02T00:00:00.000000", + "2011-09-05T00:00:00.000000", + "2011-09-06T00:00:00.000000", + "2011-09-07T00:00:00.000000", + "2011-09-08T00:00:00.000000", + "2011-09-09T00:00:00.000000", + "2011-09-12T00:00:00.000000", + "2011-09-13T00:00:00.000000", + "2011-09-14T00:00:00.000000", + "2011-09-15T00:00:00.000000", + "2011-09-16T00:00:00.000000", + "2011-09-19T00:00:00.000000", + "2011-09-20T00:00:00.000000", + "2011-09-21T00:00:00.000000", + "2011-09-22T00:00:00.000000", + "2011-09-23T00:00:00.000000", + "2011-09-26T00:00:00.000000", + "2011-09-27T00:00:00.000000", + "2011-09-28T00:00:00.000000", + "2011-09-29T00:00:00.000000", + "2011-09-30T00:00:00.000000", + "2011-10-03T00:00:00.000000", + "2011-10-04T00:00:00.000000", + "2011-10-05T00:00:00.000000", + "2011-10-06T00:00:00.000000", + "2011-10-07T00:00:00.000000", + "2011-10-10T00:00:00.000000", + "2011-10-11T00:00:00.000000", + "2011-10-12T00:00:00.000000", + "2011-10-13T00:00:00.000000", + "2011-10-14T00:00:00.000000", + "2011-10-17T00:00:00.000000", + "2011-10-18T00:00:00.000000", + "2011-10-19T00:00:00.000000", + "2011-10-20T00:00:00.000000", + "2011-10-21T00:00:00.000000", + "2011-10-24T00:00:00.000000", + "2011-10-25T00:00:00.000000", + "2011-10-26T00:00:00.000000", + "2011-10-27T00:00:00.000000", + "2011-10-28T00:00:00.000000", + "2011-10-31T00:00:00.000000", + "2011-11-01T00:00:00.000000", + "2011-11-02T00:00:00.000000", + "2011-11-03T00:00:00.000000", + "2011-11-04T00:00:00.000000", + "2011-11-07T00:00:00.000000", + "2011-11-08T00:00:00.000000", + "2011-11-09T00:00:00.000000", + "2011-11-10T00:00:00.000000", + "2011-11-11T00:00:00.000000", + "2011-11-14T00:00:00.000000", + "2011-11-15T00:00:00.000000", + "2011-11-16T00:00:00.000000", + "2011-11-17T00:00:00.000000", + "2011-11-18T00:00:00.000000", + "2011-11-21T00:00:00.000000", + "2011-11-22T00:00:00.000000", + "2011-11-23T00:00:00.000000", + "2011-11-24T00:00:00.000000", + "2011-11-25T00:00:00.000000", + "2011-11-28T00:00:00.000000", + "2011-11-29T00:00:00.000000", + "2011-11-30T00:00:00.000000", + "2011-12-01T00:00:00.000000", + "2011-12-02T00:00:00.000000", + "2011-12-05T00:00:00.000000", + "2011-12-06T00:00:00.000000", + "2011-12-07T00:00:00.000000", + "2011-12-08T00:00:00.000000", + "2011-12-09T00:00:00.000000", + "2011-12-12T00:00:00.000000", + "2011-12-13T00:00:00.000000", + "2011-12-14T00:00:00.000000", + "2011-12-15T00:00:00.000000", + "2011-12-16T00:00:00.000000", + "2011-12-19T00:00:00.000000", + "2011-12-20T00:00:00.000000", + "2011-12-21T00:00:00.000000", + "2011-12-22T00:00:00.000000", + "2011-12-23T00:00:00.000000", + "2011-12-26T00:00:00.000000", + "2011-12-27T00:00:00.000000", + "2011-12-28T00:00:00.000000", + "2011-12-29T00:00:00.000000", + "2011-12-30T00:00:00.000000", + "2012-01-02T00:00:00.000000", + "2012-01-03T00:00:00.000000", + "2012-01-04T00:00:00.000000", + "2012-01-05T00:00:00.000000", + "2012-01-06T00:00:00.000000", + "2012-01-09T00:00:00.000000", + "2012-01-10T00:00:00.000000", + "2012-01-11T00:00:00.000000", + "2012-01-12T00:00:00.000000", + "2012-01-13T00:00:00.000000", + "2012-01-16T00:00:00.000000", + "2012-01-17T00:00:00.000000", + "2012-01-18T00:00:00.000000", + "2012-01-19T00:00:00.000000", + "2012-01-20T00:00:00.000000", + "2012-01-23T00:00:00.000000", + "2012-01-24T00:00:00.000000", + "2012-01-25T00:00:00.000000", + "2012-01-26T00:00:00.000000", + "2012-01-27T00:00:00.000000", + "2012-01-30T00:00:00.000000", + "2012-01-31T00:00:00.000000", + "2012-02-01T00:00:00.000000", + "2012-02-02T00:00:00.000000", + "2012-02-03T00:00:00.000000", + "2012-02-06T00:00:00.000000", + "2012-02-07T00:00:00.000000", + "2012-02-08T00:00:00.000000", + "2012-02-09T00:00:00.000000", + "2012-02-10T00:00:00.000000", + "2012-02-13T00:00:00.000000", + "2012-02-14T00:00:00.000000", + "2012-02-15T00:00:00.000000", + "2012-02-16T00:00:00.000000", + "2012-02-17T00:00:00.000000", + "2012-02-20T00:00:00.000000", + "2012-02-21T00:00:00.000000", + "2012-02-22T00:00:00.000000", + "2012-02-23T00:00:00.000000", + "2012-02-24T00:00:00.000000", + "2012-02-27T00:00:00.000000", + "2012-02-28T00:00:00.000000", + "2012-02-29T00:00:00.000000", + "2012-03-01T00:00:00.000000", + "2012-03-02T00:00:00.000000", + "2012-03-05T00:00:00.000000", + "2012-03-06T00:00:00.000000", + "2012-03-07T00:00:00.000000", + "2012-03-08T00:00:00.000000", + "2012-03-09T00:00:00.000000", + "2012-03-12T00:00:00.000000", + "2012-03-13T00:00:00.000000", + "2012-03-14T00:00:00.000000", + "2012-03-15T00:00:00.000000", + "2012-03-16T00:00:00.000000", + "2012-03-19T00:00:00.000000", + "2012-03-20T00:00:00.000000", + "2012-03-21T00:00:00.000000", + "2012-03-22T00:00:00.000000", + "2012-03-23T00:00:00.000000", + "2012-03-26T00:00:00.000000", + "2012-03-27T00:00:00.000000", + "2012-03-28T00:00:00.000000", + "2012-03-29T00:00:00.000000", + "2012-03-30T00:00:00.000000", + "2012-04-02T00:00:00.000000", + "2012-04-03T00:00:00.000000", + "2012-04-04T00:00:00.000000", + "2012-04-05T00:00:00.000000", + "2012-04-06T00:00:00.000000", + "2012-04-09T00:00:00.000000", + "2012-04-10T00:00:00.000000", + "2012-04-11T00:00:00.000000", + "2012-04-12T00:00:00.000000", + "2012-04-13T00:00:00.000000", + "2012-04-16T00:00:00.000000", + "2012-04-17T00:00:00.000000", + "2012-04-18T00:00:00.000000", + "2012-04-19T00:00:00.000000", + "2012-04-20T00:00:00.000000", + "2012-04-23T00:00:00.000000", + "2012-04-24T00:00:00.000000", + "2012-04-25T00:00:00.000000", + "2012-04-26T00:00:00.000000", + "2012-04-27T00:00:00.000000", + "2012-04-30T00:00:00.000000", + "2012-05-01T00:00:00.000000", + "2012-05-02T00:00:00.000000", + "2012-05-03T00:00:00.000000", + "2012-05-04T00:00:00.000000", + "2012-05-07T00:00:00.000000", + "2012-05-08T00:00:00.000000", + "2012-05-09T00:00:00.000000", + "2012-05-10T00:00:00.000000", + "2012-05-11T00:00:00.000000", + "2012-05-14T00:00:00.000000", + "2012-05-15T00:00:00.000000", + "2012-05-16T00:00:00.000000", + "2012-05-17T00:00:00.000000", + "2012-05-18T00:00:00.000000", + "2012-05-21T00:00:00.000000", + "2012-05-22T00:00:00.000000", + "2012-05-23T00:00:00.000000", + "2012-05-24T00:00:00.000000", + "2012-05-25T00:00:00.000000", + "2012-05-28T00:00:00.000000", + "2012-05-29T00:00:00.000000", + "2012-05-30T00:00:00.000000", + "2012-05-31T00:00:00.000000", + "2012-06-01T00:00:00.000000", + "2012-06-04T00:00:00.000000", + "2012-06-05T00:00:00.000000", + "2012-06-06T00:00:00.000000", + "2012-06-07T00:00:00.000000", + "2012-06-08T00:00:00.000000", + "2012-06-11T00:00:00.000000", + "2012-06-12T00:00:00.000000", + "2012-06-13T00:00:00.000000", + "2012-06-14T00:00:00.000000", + "2012-06-15T00:00:00.000000", + "2012-06-18T00:00:00.000000", + "2012-06-19T00:00:00.000000", + "2012-06-20T00:00:00.000000", + "2012-06-21T00:00:00.000000", + "2012-06-22T00:00:00.000000", + "2012-06-25T00:00:00.000000", + "2012-06-26T00:00:00.000000", + "2012-06-27T00:00:00.000000", + "2012-06-28T00:00:00.000000", + "2012-06-29T00:00:00.000000", + "2012-07-02T00:00:00.000000", + "2012-07-03T00:00:00.000000", + "2012-07-04T00:00:00.000000", + "2012-07-05T00:00:00.000000", + "2012-07-06T00:00:00.000000", + "2012-07-09T00:00:00.000000", + "2012-07-10T00:00:00.000000", + "2012-07-11T00:00:00.000000", + "2012-07-12T00:00:00.000000", + "2012-07-13T00:00:00.000000", + "2012-07-16T00:00:00.000000", + "2012-07-17T00:00:00.000000", + "2012-07-18T00:00:00.000000", + "2012-07-19T00:00:00.000000", + "2012-07-20T00:00:00.000000", + "2012-07-23T00:00:00.000000", + "2012-07-24T00:00:00.000000", + "2012-07-25T00:00:00.000000", + "2012-07-26T00:00:00.000000", + "2012-07-27T00:00:00.000000", + "2012-07-30T00:00:00.000000", + "2012-07-31T00:00:00.000000", + "2012-08-01T00:00:00.000000", + "2012-08-02T00:00:00.000000", + "2012-08-03T00:00:00.000000", + "2012-08-06T00:00:00.000000", + "2012-08-07T00:00:00.000000", + "2012-08-08T00:00:00.000000", + "2012-08-09T00:00:00.000000", + "2012-08-10T00:00:00.000000", + "2012-08-13T00:00:00.000000", + "2012-08-14T00:00:00.000000", + "2012-08-15T00:00:00.000000", + "2012-08-16T00:00:00.000000", + "2012-08-17T00:00:00.000000", + "2012-08-20T00:00:00.000000", + "2012-08-21T00:00:00.000000", + "2012-08-22T00:00:00.000000", + "2012-08-23T00:00:00.000000", + "2012-08-24T00:00:00.000000", + "2012-08-27T00:00:00.000000", + "2012-08-28T00:00:00.000000", + "2012-08-29T00:00:00.000000", + "2012-08-30T00:00:00.000000", + "2012-08-31T00:00:00.000000", + "2012-09-03T00:00:00.000000", + "2012-09-04T00:00:00.000000", + "2012-09-05T00:00:00.000000", + "2012-09-06T00:00:00.000000", + "2012-09-07T00:00:00.000000", + "2012-09-10T00:00:00.000000", + "2012-09-11T00:00:00.000000", + "2012-09-12T00:00:00.000000", + "2012-09-13T00:00:00.000000", + "2012-09-14T00:00:00.000000", + "2012-09-17T00:00:00.000000", + "2012-09-18T00:00:00.000000", + "2012-09-19T00:00:00.000000", + "2012-09-20T00:00:00.000000", + "2012-09-21T00:00:00.000000", + "2012-09-24T00:00:00.000000", + "2012-09-25T00:00:00.000000", + "2012-09-26T00:00:00.000000", + "2012-09-27T00:00:00.000000", + "2012-09-28T00:00:00.000000", + "2012-10-01T00:00:00.000000", + "2012-10-02T00:00:00.000000", + "2012-10-03T00:00:00.000000", + "2012-10-04T00:00:00.000000", + "2012-10-05T00:00:00.000000", + "2012-10-08T00:00:00.000000", + "2012-10-09T00:00:00.000000", + "2012-10-10T00:00:00.000000", + "2012-10-11T00:00:00.000000", + "2012-10-12T00:00:00.000000", + "2012-10-15T00:00:00.000000", + "2012-10-16T00:00:00.000000", + "2012-10-17T00:00:00.000000", + "2012-10-18T00:00:00.000000", + "2012-10-19T00:00:00.000000", + "2012-10-22T00:00:00.000000", + "2012-10-23T00:00:00.000000", + "2012-10-24T00:00:00.000000", + "2012-10-25T00:00:00.000000", + "2012-10-26T00:00:00.000000", + "2012-10-29T00:00:00.000000", + "2012-10-30T00:00:00.000000", + "2012-10-31T00:00:00.000000", + "2012-11-01T00:00:00.000000", + "2012-11-02T00:00:00.000000", + "2012-11-05T00:00:00.000000", + "2012-11-06T00:00:00.000000", + "2012-11-07T00:00:00.000000", + "2012-11-08T00:00:00.000000", + "2012-11-09T00:00:00.000000", + "2012-11-12T00:00:00.000000", + "2012-11-13T00:00:00.000000", + "2012-11-14T00:00:00.000000", + "2012-11-15T00:00:00.000000", + "2012-11-16T00:00:00.000000", + "2012-11-19T00:00:00.000000", + "2012-11-20T00:00:00.000000", + "2012-11-21T00:00:00.000000", + "2012-11-22T00:00:00.000000", + "2012-11-23T00:00:00.000000", + "2012-11-26T00:00:00.000000", + "2012-11-27T00:00:00.000000", + "2012-11-28T00:00:00.000000", + "2012-11-29T00:00:00.000000", + "2012-11-30T00:00:00.000000", + "2012-12-03T00:00:00.000000", + "2012-12-04T00:00:00.000000", + "2012-12-05T00:00:00.000000", + "2012-12-06T00:00:00.000000", + "2012-12-07T00:00:00.000000", + "2012-12-10T00:00:00.000000", + "2012-12-11T00:00:00.000000", + "2012-12-12T00:00:00.000000", + "2012-12-13T00:00:00.000000", + "2012-12-14T00:00:00.000000", + "2012-12-17T00:00:00.000000", + "2012-12-18T00:00:00.000000", + "2012-12-19T00:00:00.000000", + "2012-12-20T00:00:00.000000", + "2012-12-21T00:00:00.000000", + "2012-12-24T00:00:00.000000", + "2012-12-25T00:00:00.000000", + "2012-12-26T00:00:00.000000", + "2012-12-27T00:00:00.000000", + "2012-12-28T00:00:00.000000", + "2012-12-31T00:00:00.000000", + "2013-01-01T00:00:00.000000", + "2013-01-02T00:00:00.000000", + "2013-01-03T00:00:00.000000", + "2013-01-04T00:00:00.000000", + "2013-01-07T00:00:00.000000", + "2013-01-08T00:00:00.000000", + "2013-01-09T00:00:00.000000", + "2013-01-10T00:00:00.000000", + "2013-01-11T00:00:00.000000", + "2013-01-14T00:00:00.000000", + "2013-01-15T00:00:00.000000", + "2013-01-16T00:00:00.000000", + "2013-01-17T00:00:00.000000", + "2013-01-18T00:00:00.000000", + "2013-01-21T00:00:00.000000", + "2013-01-22T00:00:00.000000", + "2013-01-23T00:00:00.000000", + "2013-01-24T00:00:00.000000", + "2013-01-25T00:00:00.000000", + "2013-01-28T00:00:00.000000", + "2013-01-29T00:00:00.000000", + "2013-01-30T00:00:00.000000", + "2013-01-31T00:00:00.000000", + "2013-02-01T00:00:00.000000", + "2013-02-04T00:00:00.000000", + "2013-02-05T00:00:00.000000", + "2013-02-06T00:00:00.000000", + "2013-02-07T00:00:00.000000", + "2013-02-08T00:00:00.000000", + "2013-02-11T00:00:00.000000", + "2013-02-12T00:00:00.000000", + "2013-02-13T00:00:00.000000", + "2013-02-14T00:00:00.000000", + "2013-02-15T00:00:00.000000", + "2013-02-18T00:00:00.000000", + "2013-02-19T00:00:00.000000", + "2013-02-20T00:00:00.000000", + "2013-02-21T00:00:00.000000", + "2013-02-22T00:00:00.000000", + "2013-02-25T00:00:00.000000", + "2013-02-26T00:00:00.000000", + "2013-02-27T00:00:00.000000", + "2013-02-28T00:00:00.000000", + "2013-03-01T00:00:00.000000", + "2013-03-04T00:00:00.000000", + "2013-03-05T00:00:00.000000", + "2013-03-06T00:00:00.000000", + "2013-03-07T00:00:00.000000", + "2013-03-08T00:00:00.000000", + "2013-03-11T00:00:00.000000", + "2013-03-12T00:00:00.000000", + "2013-03-13T00:00:00.000000", + "2013-03-14T00:00:00.000000", + "2013-03-15T00:00:00.000000", + "2013-03-18T00:00:00.000000", + "2013-03-19T00:00:00.000000", + "2013-03-20T00:00:00.000000", + "2013-03-21T00:00:00.000000", + "2013-03-22T00:00:00.000000", + "2013-03-25T00:00:00.000000", + "2013-03-26T00:00:00.000000", + "2013-03-27T00:00:00.000000", + "2013-03-28T00:00:00.000000", + "2013-03-29T00:00:00.000000", + "2013-04-01T00:00:00.000000", + "2013-04-02T00:00:00.000000", + "2013-04-03T00:00:00.000000", + "2013-04-04T00:00:00.000000", + "2013-04-05T00:00:00.000000", + "2013-04-08T00:00:00.000000", + "2013-04-09T00:00:00.000000", + "2013-04-10T00:00:00.000000", + "2013-04-11T00:00:00.000000", + "2013-04-12T00:00:00.000000", + "2013-04-15T00:00:00.000000", + "2013-04-16T00:00:00.000000", + "2013-04-17T00:00:00.000000", + "2013-04-18T00:00:00.000000", + "2013-04-19T00:00:00.000000", + "2013-04-22T00:00:00.000000", + "2013-04-23T00:00:00.000000", + "2013-04-24T00:00:00.000000", + "2013-04-25T00:00:00.000000", + "2013-04-26T00:00:00.000000", + "2013-04-29T00:00:00.000000", + "2013-04-30T00:00:00.000000", + "2013-05-01T00:00:00.000000", + "2013-05-02T00:00:00.000000", + "2013-05-03T00:00:00.000000", + "2013-05-06T00:00:00.000000", + "2013-05-07T00:00:00.000000", + "2013-05-08T00:00:00.000000", + "2013-05-09T00:00:00.000000", + "2013-05-10T00:00:00.000000", + "2013-05-13T00:00:00.000000", + "2013-05-14T00:00:00.000000", + "2013-05-15T00:00:00.000000", + "2013-05-16T00:00:00.000000", + "2013-05-17T00:00:00.000000", + "2013-05-20T00:00:00.000000", + "2013-05-21T00:00:00.000000", + "2013-05-22T00:00:00.000000", + "2013-05-23T00:00:00.000000", + "2013-05-24T00:00:00.000000", + "2013-05-27T00:00:00.000000", + "2013-05-28T00:00:00.000000", + "2013-05-29T00:00:00.000000", + "2013-05-30T00:00:00.000000", + "2013-05-31T00:00:00.000000", + "2013-06-03T00:00:00.000000", + "2013-06-04T00:00:00.000000", + "2013-06-05T00:00:00.000000", + "2013-06-06T00:00:00.000000", + "2013-06-07T00:00:00.000000", + "2013-06-10T00:00:00.000000", + "2013-06-11T00:00:00.000000", + "2013-06-12T00:00:00.000000", + "2013-06-13T00:00:00.000000", + "2013-06-14T00:00:00.000000", + "2013-06-17T00:00:00.000000", + "2013-06-18T00:00:00.000000", + "2013-06-19T00:00:00.000000", + "2013-06-20T00:00:00.000000", + "2013-06-21T00:00:00.000000", + "2013-06-24T00:00:00.000000", + "2013-06-25T00:00:00.000000", + "2013-06-26T00:00:00.000000", + "2013-06-27T00:00:00.000000", + "2013-06-28T00:00:00.000000", + "2013-07-01T00:00:00.000000", + "2013-07-02T00:00:00.000000", + "2013-07-03T00:00:00.000000", + "2013-07-04T00:00:00.000000", + "2013-07-05T00:00:00.000000", + "2013-07-08T00:00:00.000000", + "2013-07-09T00:00:00.000000", + "2013-07-10T00:00:00.000000", + "2013-07-11T00:00:00.000000", + "2013-07-12T00:00:00.000000", + "2013-07-15T00:00:00.000000", + "2013-07-16T00:00:00.000000", + "2013-07-17T00:00:00.000000", + "2013-07-18T00:00:00.000000", + "2013-07-19T00:00:00.000000", + "2013-07-22T00:00:00.000000", + "2013-07-23T00:00:00.000000", + "2013-07-24T00:00:00.000000", + "2013-07-25T00:00:00.000000", + "2013-07-26T00:00:00.000000", + "2013-07-29T00:00:00.000000", + "2013-07-30T00:00:00.000000", + "2013-07-31T00:00:00.000000", + "2013-08-01T00:00:00.000000", + "2013-08-02T00:00:00.000000", + "2013-08-05T00:00:00.000000", + "2013-08-06T00:00:00.000000", + "2013-08-07T00:00:00.000000", + "2013-08-08T00:00:00.000000", + "2013-08-09T00:00:00.000000", + "2013-08-12T00:00:00.000000", + "2013-08-13T00:00:00.000000", + "2013-08-14T00:00:00.000000", + "2013-08-15T00:00:00.000000", + "2013-08-16T00:00:00.000000", + "2013-08-19T00:00:00.000000", + "2013-08-20T00:00:00.000000", + "2013-08-21T00:00:00.000000", + "2013-08-22T00:00:00.000000", + "2013-08-23T00:00:00.000000", + "2013-08-26T00:00:00.000000", + "2013-08-27T00:00:00.000000", + "2013-08-28T00:00:00.000000", + "2013-08-29T00:00:00.000000", + "2013-08-30T00:00:00.000000", + "2013-09-02T00:00:00.000000", + "2013-09-03T00:00:00.000000", + "2013-09-04T00:00:00.000000", + "2013-09-05T00:00:00.000000", + "2013-09-06T00:00:00.000000", + "2013-09-09T00:00:00.000000", + "2013-09-10T00:00:00.000000", + "2013-09-11T00:00:00.000000", + "2013-09-12T00:00:00.000000", + "2013-09-13T00:00:00.000000", + "2013-09-16T00:00:00.000000", + "2013-09-17T00:00:00.000000", + "2013-09-18T00:00:00.000000", + "2013-09-19T00:00:00.000000", + "2013-09-20T00:00:00.000000", + "2013-09-23T00:00:00.000000", + "2013-09-24T00:00:00.000000", + "2013-09-25T00:00:00.000000", + "2013-09-26T00:00:00.000000", + "2013-09-27T00:00:00.000000", + "2013-09-30T00:00:00.000000", + "2013-10-01T00:00:00.000000", + "2013-10-02T00:00:00.000000", + "2013-10-03T00:00:00.000000", + "2013-10-04T00:00:00.000000", + "2013-10-07T00:00:00.000000", + "2013-10-08T00:00:00.000000", + "2013-10-09T00:00:00.000000", + "2013-10-10T00:00:00.000000", + "2013-10-11T00:00:00.000000", + "2013-10-14T00:00:00.000000", + "2013-10-15T00:00:00.000000", + "2013-10-16T00:00:00.000000", + "2013-10-17T00:00:00.000000", + "2013-10-18T00:00:00.000000", + "2013-10-21T00:00:00.000000", + "2013-10-22T00:00:00.000000", + "2013-10-23T00:00:00.000000", + "2013-10-24T00:00:00.000000", + "2013-10-25T00:00:00.000000", + "2013-10-28T00:00:00.000000", + "2013-10-29T00:00:00.000000", + "2013-10-30T00:00:00.000000", + "2013-10-31T00:00:00.000000", + "2013-11-01T00:00:00.000000", + "2013-11-04T00:00:00.000000", + "2013-11-05T00:00:00.000000", + "2013-11-06T00:00:00.000000", + "2013-11-07T00:00:00.000000", + "2013-11-08T00:00:00.000000", + "2013-11-11T00:00:00.000000", + "2013-11-12T00:00:00.000000", + "2013-11-13T00:00:00.000000", + "2013-11-14T00:00:00.000000", + "2013-11-15T00:00:00.000000", + "2013-11-18T00:00:00.000000", + "2013-11-19T00:00:00.000000", + "2013-11-20T00:00:00.000000", + "2013-11-21T00:00:00.000000", + "2013-11-22T00:00:00.000000", + "2013-11-25T00:00:00.000000", + "2013-11-26T00:00:00.000000", + "2013-11-27T00:00:00.000000", + "2013-11-28T00:00:00.000000", + "2013-11-29T00:00:00.000000", + "2013-12-02T00:00:00.000000", + "2013-12-03T00:00:00.000000", + "2013-12-04T00:00:00.000000", + "2013-12-05T00:00:00.000000", + "2013-12-06T00:00:00.000000", + "2013-12-09T00:00:00.000000", + "2013-12-10T00:00:00.000000", + "2013-12-11T00:00:00.000000", + "2013-12-12T00:00:00.000000", + "2013-12-13T00:00:00.000000", + "2013-12-16T00:00:00.000000", + "2013-12-17T00:00:00.000000", + "2013-12-18T00:00:00.000000", + "2013-12-19T00:00:00.000000", + "2013-12-20T00:00:00.000000", + "2013-12-23T00:00:00.000000", + "2013-12-24T00:00:00.000000", + "2013-12-25T00:00:00.000000", + "2013-12-26T00:00:00.000000", + "2013-12-27T00:00:00.000000", + "2013-12-30T00:00:00.000000", + "2013-12-31T00:00:00.000000", + "2014-01-01T00:00:00.000000", + "2014-01-02T00:00:00.000000", + "2014-01-03T00:00:00.000000", + "2014-01-06T00:00:00.000000", + "2014-01-07T00:00:00.000000", + "2014-01-08T00:00:00.000000", + "2014-01-09T00:00:00.000000", + "2014-01-10T00:00:00.000000", + "2014-01-13T00:00:00.000000", + "2014-01-14T00:00:00.000000", + "2014-01-15T00:00:00.000000", + "2014-01-16T00:00:00.000000", + "2014-01-17T00:00:00.000000", + "2014-01-20T00:00:00.000000", + "2014-01-21T00:00:00.000000", + "2014-01-22T00:00:00.000000", + "2014-01-23T00:00:00.000000", + "2014-01-24T00:00:00.000000", + "2014-01-27T00:00:00.000000", + "2014-01-28T00:00:00.000000", + "2014-01-29T00:00:00.000000", + "2014-01-30T00:00:00.000000", + "2014-01-31T00:00:00.000000", + "2014-02-03T00:00:00.000000", + "2014-02-04T00:00:00.000000", + "2014-02-05T00:00:00.000000", + "2014-02-06T00:00:00.000000", + "2014-02-07T00:00:00.000000", + "2014-02-10T00:00:00.000000", + "2014-02-11T00:00:00.000000", + "2014-02-12T00:00:00.000000", + "2014-02-13T00:00:00.000000", + "2014-02-14T00:00:00.000000", + "2014-02-17T00:00:00.000000", + "2014-02-18T00:00:00.000000", + "2014-02-19T00:00:00.000000", + "2014-02-20T00:00:00.000000", + "2014-02-21T00:00:00.000000", + "2014-02-24T00:00:00.000000", + "2014-02-25T00:00:00.000000", + "2014-02-26T00:00:00.000000", + "2014-02-27T00:00:00.000000", + "2014-02-28T00:00:00.000000", + "2014-03-03T00:00:00.000000", + "2014-03-04T00:00:00.000000", + "2014-03-05T00:00:00.000000", + "2014-03-06T00:00:00.000000", + "2014-03-07T00:00:00.000000", + "2014-03-10T00:00:00.000000", + "2014-03-11T00:00:00.000000", + "2014-03-12T00:00:00.000000", + "2014-03-13T00:00:00.000000", + "2014-03-14T00:00:00.000000", + "2014-03-17T00:00:00.000000", + "2014-03-18T00:00:00.000000", + "2014-03-19T00:00:00.000000", + "2014-03-20T00:00:00.000000", + "2014-03-21T00:00:00.000000", + "2014-03-24T00:00:00.000000", + "2014-03-25T00:00:00.000000", + "2014-03-26T00:00:00.000000", + "2014-03-27T00:00:00.000000", + "2014-03-28T00:00:00.000000", + "2014-03-31T00:00:00.000000", + "2014-04-01T00:00:00.000000", + "2014-04-02T00:00:00.000000", + "2014-04-03T00:00:00.000000", + "2014-04-04T00:00:00.000000", + "2014-04-07T00:00:00.000000", + "2014-04-08T00:00:00.000000", + "2014-04-09T00:00:00.000000", + "2014-04-10T00:00:00.000000", + "2014-04-11T00:00:00.000000", + "2014-04-14T00:00:00.000000", + "2014-04-15T00:00:00.000000", + "2014-04-16T00:00:00.000000", + "2014-04-17T00:00:00.000000", + "2014-04-18T00:00:00.000000", + "2014-04-21T00:00:00.000000", + "2014-04-22T00:00:00.000000", + "2014-04-23T00:00:00.000000", + "2014-04-24T00:00:00.000000", + "2014-04-25T00:00:00.000000", + "2014-04-28T00:00:00.000000", + "2014-04-29T00:00:00.000000", + "2014-04-30T00:00:00.000000", + "2014-05-01T00:00:00.000000", + "2014-05-02T00:00:00.000000", + "2014-05-05T00:00:00.000000", + "2014-05-06T00:00:00.000000", + "2014-05-07T00:00:00.000000", + "2014-05-08T00:00:00.000000", + "2014-05-09T00:00:00.000000", + "2014-05-12T00:00:00.000000", + "2014-05-13T00:00:00.000000", + "2014-05-14T00:00:00.000000", + "2014-05-15T00:00:00.000000", + "2014-05-16T00:00:00.000000", + "2014-05-19T00:00:00.000000", + "2014-05-20T00:00:00.000000", + "2014-05-21T00:00:00.000000", + "2014-05-22T00:00:00.000000", + "2014-05-23T00:00:00.000000", + "2014-05-26T00:00:00.000000", + "2014-05-27T00:00:00.000000", + "2014-05-28T00:00:00.000000", + "2014-05-29T00:00:00.000000", + "2014-05-30T00:00:00.000000", + "2014-06-02T00:00:00.000000", + "2014-06-03T00:00:00.000000", + "2014-06-04T00:00:00.000000", + "2014-06-05T00:00:00.000000", + "2014-06-06T00:00:00.000000", + "2014-06-09T00:00:00.000000", + "2014-06-10T00:00:00.000000", + "2014-06-11T00:00:00.000000", + "2014-06-12T00:00:00.000000", + "2014-06-13T00:00:00.000000", + "2014-06-16T00:00:00.000000", + "2014-06-17T00:00:00.000000", + "2014-06-18T00:00:00.000000", + "2014-06-19T00:00:00.000000", + "2014-06-20T00:00:00.000000", + "2014-06-23T00:00:00.000000", + "2014-06-24T00:00:00.000000", + "2014-06-25T00:00:00.000000", + "2014-06-26T00:00:00.000000", + "2014-06-27T00:00:00.000000", + "2014-06-30T00:00:00.000000", + "2014-07-01T00:00:00.000000", + "2014-07-02T00:00:00.000000", + "2014-07-03T00:00:00.000000", + "2014-07-04T00:00:00.000000", + "2014-07-07T00:00:00.000000", + "2014-07-08T00:00:00.000000", + "2014-07-09T00:00:00.000000", + "2014-07-10T00:00:00.000000", + "2014-07-11T00:00:00.000000", + "2014-07-14T00:00:00.000000", + "2014-07-15T00:00:00.000000", + "2014-07-16T00:00:00.000000", + "2014-07-17T00:00:00.000000", + "2014-07-18T00:00:00.000000", + "2014-07-21T00:00:00.000000", + "2014-07-22T00:00:00.000000", + "2014-07-23T00:00:00.000000", + "2014-07-24T00:00:00.000000", + "2014-07-25T00:00:00.000000", + "2014-07-28T00:00:00.000000", + "2014-07-29T00:00:00.000000", + "2014-07-30T00:00:00.000000", + "2014-07-31T00:00:00.000000", + "2014-08-01T00:00:00.000000", + "2014-08-04T00:00:00.000000", + "2014-08-05T00:00:00.000000", + "2014-08-06T00:00:00.000000", + "2014-08-07T00:00:00.000000", + "2014-08-08T00:00:00.000000", + "2014-08-11T00:00:00.000000", + "2014-08-12T00:00:00.000000", + "2014-08-13T00:00:00.000000", + "2014-08-14T00:00:00.000000", + "2014-08-15T00:00:00.000000", + "2014-08-18T00:00:00.000000", + "2014-08-19T00:00:00.000000", + "2014-08-20T00:00:00.000000", + "2014-08-21T00:00:00.000000", + "2014-08-22T00:00:00.000000", + "2014-08-25T00:00:00.000000", + "2014-08-26T00:00:00.000000", + "2014-08-27T00:00:00.000000", + "2014-08-28T00:00:00.000000", + "2014-08-29T00:00:00.000000", + "2014-09-01T00:00:00.000000", + "2014-09-02T00:00:00.000000", + "2014-09-03T00:00:00.000000", + "2014-09-04T00:00:00.000000", + "2014-09-05T00:00:00.000000", + "2014-09-08T00:00:00.000000", + "2014-09-09T00:00:00.000000", + "2014-09-10T00:00:00.000000", + "2014-09-11T00:00:00.000000", + "2014-09-12T00:00:00.000000", + "2014-09-15T00:00:00.000000", + "2014-09-16T00:00:00.000000", + "2014-09-17T00:00:00.000000", + "2014-09-18T00:00:00.000000", + "2014-09-19T00:00:00.000000", + "2014-09-22T00:00:00.000000", + "2014-09-23T00:00:00.000000", + "2014-09-24T00:00:00.000000", + "2014-09-25T00:00:00.000000", + "2014-09-26T00:00:00.000000", + "2014-09-29T00:00:00.000000", + "2014-09-30T00:00:00.000000", + "2014-10-01T00:00:00.000000", + "2014-10-02T00:00:00.000000", + "2014-10-03T00:00:00.000000", + "2014-10-06T00:00:00.000000", + "2014-10-07T00:00:00.000000", + "2014-10-08T00:00:00.000000", + "2014-10-09T00:00:00.000000", + "2014-10-10T00:00:00.000000", + "2014-10-13T00:00:00.000000", + "2014-10-14T00:00:00.000000", + "2014-10-15T00:00:00.000000", + "2014-10-16T00:00:00.000000", + "2014-10-17T00:00:00.000000", + "2014-10-20T00:00:00.000000", + "2014-10-21T00:00:00.000000", + "2014-10-22T00:00:00.000000", + "2014-10-23T00:00:00.000000", + "2014-10-24T00:00:00.000000", + "2014-10-27T00:00:00.000000", + "2014-10-28T00:00:00.000000", + "2014-10-29T00:00:00.000000", + "2014-10-30T00:00:00.000000", + "2014-10-31T00:00:00.000000", + "2014-11-03T00:00:00.000000", + "2014-11-04T00:00:00.000000", + "2014-11-05T00:00:00.000000", + "2014-11-06T00:00:00.000000", + "2014-11-07T00:00:00.000000", + "2014-11-10T00:00:00.000000", + "2014-11-11T00:00:00.000000", + "2014-11-12T00:00:00.000000", + "2014-11-13T00:00:00.000000", + "2014-11-14T00:00:00.000000", + "2014-11-17T00:00:00.000000", + "2014-11-18T00:00:00.000000", + "2014-11-19T00:00:00.000000", + "2014-11-20T00:00:00.000000", + "2014-11-21T00:00:00.000000", + "2014-11-24T00:00:00.000000", + "2014-11-25T00:00:00.000000", + "2014-11-26T00:00:00.000000", + "2014-11-27T00:00:00.000000", + "2014-11-28T00:00:00.000000", + "2014-12-01T00:00:00.000000", + "2014-12-02T00:00:00.000000", + "2014-12-03T00:00:00.000000", + "2014-12-04T00:00:00.000000", + "2014-12-05T00:00:00.000000", + "2014-12-08T00:00:00.000000", + "2014-12-09T00:00:00.000000", + "2014-12-10T00:00:00.000000", + "2014-12-11T00:00:00.000000", + "2014-12-12T00:00:00.000000", + "2014-12-15T00:00:00.000000", + "2014-12-16T00:00:00.000000", + "2014-12-17T00:00:00.000000", + "2014-12-18T00:00:00.000000", + "2014-12-19T00:00:00.000000", + "2014-12-22T00:00:00.000000", + "2014-12-23T00:00:00.000000", + "2014-12-24T00:00:00.000000", + "2014-12-25T00:00:00.000000", + "2014-12-26T00:00:00.000000", + "2014-12-29T00:00:00.000000", + "2014-12-30T00:00:00.000000", + "2014-12-31T00:00:00.000000", + "2015-01-01T00:00:00.000000", + "2015-01-02T00:00:00.000000", + "2015-01-05T00:00:00.000000", + "2015-01-06T00:00:00.000000", + "2015-01-07T00:00:00.000000", + "2015-01-08T00:00:00.000000", + "2015-01-09T00:00:00.000000", + "2015-01-12T00:00:00.000000", + "2015-01-13T00:00:00.000000", + "2015-01-14T00:00:00.000000", + "2015-01-15T00:00:00.000000", + "2015-01-16T00:00:00.000000", + "2015-01-19T00:00:00.000000", + "2015-01-20T00:00:00.000000", + "2015-01-21T00:00:00.000000", + "2015-01-22T00:00:00.000000", + "2015-01-23T00:00:00.000000", + "2015-01-26T00:00:00.000000", + "2015-01-27T00:00:00.000000", + "2015-01-28T00:00:00.000000", + "2015-01-29T00:00:00.000000", + "2015-01-30T00:00:00.000000", + "2015-02-02T00:00:00.000000", + "2015-02-03T00:00:00.000000", + "2015-02-04T00:00:00.000000", + "2015-02-05T00:00:00.000000", + "2015-02-06T00:00:00.000000", + "2015-02-09T00:00:00.000000", + "2015-02-10T00:00:00.000000", + "2015-02-11T00:00:00.000000", + "2015-02-12T00:00:00.000000", + "2015-02-13T00:00:00.000000", + "2015-02-16T00:00:00.000000", + "2015-02-17T00:00:00.000000", + "2015-02-18T00:00:00.000000", + "2015-02-19T00:00:00.000000", + "2015-02-20T00:00:00.000000", + "2015-02-23T00:00:00.000000", + "2015-02-24T00:00:00.000000", + "2015-02-25T00:00:00.000000", + "2015-02-26T00:00:00.000000", + "2015-02-27T00:00:00.000000", + "2015-03-02T00:00:00.000000", + "2015-03-03T00:00:00.000000", + "2015-03-04T00:00:00.000000", + "2015-03-05T00:00:00.000000", + "2015-03-06T00:00:00.000000", + "2015-03-09T00:00:00.000000", + "2015-03-10T00:00:00.000000", + "2015-03-11T00:00:00.000000", + "2015-03-12T00:00:00.000000", + "2015-03-13T00:00:00.000000", + "2015-03-16T00:00:00.000000", + "2015-03-17T00:00:00.000000", + "2015-03-18T00:00:00.000000", + "2015-03-19T00:00:00.000000", + "2015-03-20T00:00:00.000000", + "2015-03-23T00:00:00.000000", + "2015-03-24T00:00:00.000000", + "2015-03-25T00:00:00.000000", + "2015-03-26T00:00:00.000000", + "2015-03-27T00:00:00.000000", + "2015-03-30T00:00:00.000000", + "2015-03-31T00:00:00.000000", + "2015-04-01T00:00:00.000000", + "2015-04-02T00:00:00.000000", + "2015-04-03T00:00:00.000000", + "2015-04-06T00:00:00.000000", + "2015-04-07T00:00:00.000000", + "2015-04-08T00:00:00.000000", + "2015-04-09T00:00:00.000000", + "2015-04-10T00:00:00.000000", + "2015-04-13T00:00:00.000000", + "2015-04-14T00:00:00.000000", + "2015-04-15T00:00:00.000000", + "2015-04-16T00:00:00.000000", + "2015-04-17T00:00:00.000000", + "2015-04-20T00:00:00.000000", + "2015-04-21T00:00:00.000000", + "2015-04-22T00:00:00.000000", + "2015-04-23T00:00:00.000000", + "2015-04-24T00:00:00.000000", + "2015-04-27T00:00:00.000000", + "2015-04-28T00:00:00.000000", + "2015-04-29T00:00:00.000000", + "2015-04-30T00:00:00.000000", + "2015-05-01T00:00:00.000000", + "2015-05-04T00:00:00.000000", + "2015-05-05T00:00:00.000000", + "2015-05-06T00:00:00.000000", + "2015-05-07T00:00:00.000000", + "2015-05-08T00:00:00.000000", + "2015-05-11T00:00:00.000000", + "2015-05-12T00:00:00.000000", + "2015-05-13T00:00:00.000000", + "2015-05-14T00:00:00.000000", + "2015-05-15T00:00:00.000000", + "2015-05-18T00:00:00.000000", + "2015-05-19T00:00:00.000000", + "2015-05-20T00:00:00.000000", + "2015-05-21T00:00:00.000000", + "2015-05-22T00:00:00.000000", + "2015-05-25T00:00:00.000000", + "2015-05-26T00:00:00.000000", + "2015-05-27T00:00:00.000000", + "2015-05-28T00:00:00.000000", + "2015-05-29T00:00:00.000000", + "2015-06-01T00:00:00.000000", + "2015-06-02T00:00:00.000000", + "2015-06-03T00:00:00.000000", + "2015-06-04T00:00:00.000000", + "2015-06-05T00:00:00.000000", + "2015-06-08T00:00:00.000000", + "2015-06-09T00:00:00.000000", + "2015-06-10T00:00:00.000000", + "2015-06-11T00:00:00.000000", + "2015-06-12T00:00:00.000000", + "2015-06-15T00:00:00.000000", + "2015-06-16T00:00:00.000000", + "2015-06-17T00:00:00.000000", + "2015-06-18T00:00:00.000000", + "2015-06-19T00:00:00.000000", + "2015-06-22T00:00:00.000000", + "2015-06-23T00:00:00.000000", + "2015-06-24T00:00:00.000000", + "2015-06-25T00:00:00.000000", + "2015-06-26T00:00:00.000000", + "2015-06-29T00:00:00.000000", + "2015-06-30T00:00:00.000000", + "2015-07-01T00:00:00.000000", + "2015-07-02T00:00:00.000000", + "2015-07-03T00:00:00.000000", + "2015-07-06T00:00:00.000000", + "2015-07-07T00:00:00.000000", + "2015-07-08T00:00:00.000000", + "2015-07-09T00:00:00.000000", + "2015-07-10T00:00:00.000000", + "2015-07-13T00:00:00.000000", + "2015-07-14T00:00:00.000000", + "2015-07-15T00:00:00.000000", + "2015-07-16T00:00:00.000000", + "2015-07-17T00:00:00.000000", + "2015-07-20T00:00:00.000000", + "2015-07-21T00:00:00.000000", + "2015-07-22T00:00:00.000000", + "2015-07-23T00:00:00.000000", + "2015-07-24T00:00:00.000000", + "2015-07-27T00:00:00.000000", + "2015-07-28T00:00:00.000000", + "2015-07-29T00:00:00.000000", + "2015-07-30T00:00:00.000000", + "2015-07-31T00:00:00.000000", + "2015-08-03T00:00:00.000000", + "2015-08-04T00:00:00.000000", + "2015-08-05T00:00:00.000000", + "2015-08-06T00:00:00.000000", + "2015-08-07T00:00:00.000000", + "2015-08-10T00:00:00.000000", + "2015-08-11T00:00:00.000000", + "2015-08-12T00:00:00.000000", + "2015-08-13T00:00:00.000000", + "2015-08-14T00:00:00.000000", + "2015-08-17T00:00:00.000000", + "2015-08-18T00:00:00.000000", + "2015-08-19T00:00:00.000000", + "2015-08-20T00:00:00.000000", + "2015-08-21T00:00:00.000000", + "2015-08-24T00:00:00.000000", + "2015-08-25T00:00:00.000000", + "2015-08-26T00:00:00.000000", + "2015-08-27T00:00:00.000000", + "2015-08-28T00:00:00.000000", + "2015-08-31T00:00:00.000000", + "2015-09-01T00:00:00.000000", + "2015-09-02T00:00:00.000000", + "2015-09-03T00:00:00.000000", + "2015-09-04T00:00:00.000000", + "2015-09-07T00:00:00.000000", + "2015-09-08T00:00:00.000000", + "2015-09-09T00:00:00.000000", + "2015-09-10T00:00:00.000000", + "2015-09-11T00:00:00.000000", + "2015-09-14T00:00:00.000000", + "2015-09-15T00:00:00.000000", + "2015-09-16T00:00:00.000000", + "2015-09-17T00:00:00.000000", + "2015-09-18T00:00:00.000000", + "2015-09-21T00:00:00.000000", + "2015-09-22T00:00:00.000000", + "2015-09-23T00:00:00.000000", + "2015-09-24T00:00:00.000000", + "2015-09-25T00:00:00.000000", + "2015-09-28T00:00:00.000000", + "2015-09-29T00:00:00.000000", + "2015-09-30T00:00:00.000000", + "2015-10-01T00:00:00.000000", + "2015-10-02T00:00:00.000000", + "2015-10-05T00:00:00.000000", + "2015-10-06T00:00:00.000000", + "2015-10-07T00:00:00.000000", + "2015-10-08T00:00:00.000000", + "2015-10-09T00:00:00.000000", + "2015-10-12T00:00:00.000000", + "2015-10-13T00:00:00.000000", + "2015-10-14T00:00:00.000000", + "2015-10-15T00:00:00.000000", + "2015-10-16T00:00:00.000000", + "2015-10-19T00:00:00.000000", + "2015-10-20T00:00:00.000000", + "2015-10-21T00:00:00.000000", + "2015-10-22T00:00:00.000000", + "2015-10-23T00:00:00.000000", + "2015-10-26T00:00:00.000000", + "2015-10-27T00:00:00.000000", + "2015-10-28T00:00:00.000000", + "2015-10-29T00:00:00.000000", + "2015-10-30T00:00:00.000000", + "2015-11-02T00:00:00.000000", + "2015-11-03T00:00:00.000000", + "2015-11-04T00:00:00.000000", + "2015-11-05T00:00:00.000000", + "2015-11-06T00:00:00.000000", + "2015-11-09T00:00:00.000000", + "2015-11-10T00:00:00.000000", + "2015-11-11T00:00:00.000000", + "2015-11-12T00:00:00.000000", + "2015-11-13T00:00:00.000000", + "2015-11-16T00:00:00.000000", + "2015-11-17T00:00:00.000000", + "2015-11-18T00:00:00.000000", + "2015-11-19T00:00:00.000000", + "2015-11-20T00:00:00.000000", + "2015-11-23T00:00:00.000000", + "2015-11-24T00:00:00.000000", + "2015-11-25T00:00:00.000000", + "2015-11-26T00:00:00.000000", + "2015-11-27T00:00:00.000000", + "2015-11-30T00:00:00.000000", + "2015-12-01T00:00:00.000000", + "2015-12-02T00:00:00.000000", + "2015-12-03T00:00:00.000000", + "2015-12-04T00:00:00.000000", + "2015-12-07T00:00:00.000000", + "2015-12-08T00:00:00.000000", + "2015-12-09T00:00:00.000000", + "2015-12-10T00:00:00.000000", + "2015-12-11T00:00:00.000000", + "2015-12-14T00:00:00.000000", + "2015-12-15T00:00:00.000000", + "2015-12-16T00:00:00.000000", + "2015-12-17T00:00:00.000000", + "2015-12-18T00:00:00.000000", + "2015-12-21T00:00:00.000000", + "2015-12-22T00:00:00.000000", + "2015-12-23T00:00:00.000000", + "2015-12-24T00:00:00.000000", + "2015-12-25T00:00:00.000000", + "2015-12-28T00:00:00.000000", + "2015-12-29T00:00:00.000000", + "2015-12-30T00:00:00.000000", + "2015-12-31T00:00:00.000000", + "2016-01-01T00:00:00.000000", + "2016-01-04T00:00:00.000000", + "2016-01-05T00:00:00.000000", + "2016-01-06T00:00:00.000000", + "2016-01-07T00:00:00.000000", + "2016-01-08T00:00:00.000000", + "2016-01-11T00:00:00.000000", + "2016-01-12T00:00:00.000000", + "2016-01-13T00:00:00.000000", + "2016-01-14T00:00:00.000000", + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000" + ], + "xaxis": "x3", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y3" + } + ], + "layout": { + "annotations": [ + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "1 business day", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "5 business days", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.6433333333333333, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "21 business days", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.2866666666666667, + "yanchor": "bottom", + "yref": "paper" + } + ], + "height": 700, + "shapes": [ + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x", + "y0": 0, + "y1": 1, + "yref": "y domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x2", + "y0": 0, + "y1": 1, + "yref": "y2 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x3", + "y0": 0, + "y1": 1, + "yref": "y3 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x", + "y0": 0, + "y1": 1, + "yref": "y domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x2", + "y0": 0, + "y1": 1, + "yref": "y2 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x3", + "y0": 0, + "y1": 1, + "yref": "y3 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x", + "y0": 0, + "y1": 1, + "yref": "y domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x2", + "y0": 0, + "y1": 1, + "yref": "y2 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x3", + "y0": 0, + "y1": 1, + "yref": "y3 domain" + } + ], + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#f2f5fa" + }, + "error_y": { + "color": "#f2f5fa" + }, + "marker": { + "line": { + "color": "rgb(17,17,17)", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "rgb(17,17,17)", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#A2B1C6", + "gridcolor": "#506784", + "linecolor": "#506784", + "minorgridcolor": "#506784", + "startlinecolor": "#A2B1C6" + }, + "baxis": { + "endlinecolor": "#A2B1C6", + "gridcolor": "#506784", + "linecolor": "#506784", + "minorgridcolor": "#506784", + "startlinecolor": "#A2B1C6" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "marker": { + "line": { + "color": "#283442" + } + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "line": { + "color": "#283442" + } + }, + "type": "scattergl" + } + ], + "scattermap": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermap" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#506784" + }, + "line": { + "color": "rgb(17,17,17)" + } + }, + "header": { + "fill": { + "color": "#2a3f5f" + }, + "line": { + "color": "rgb(17,17,17)" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#f2f5fa", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#f2f5fa" + }, + "geo": { + "bgcolor": "rgb(17,17,17)", + "lakecolor": "rgb(17,17,17)", + "landcolor": "rgb(17,17,17)", + "showlakes": true, + "showland": true, + "subunitcolor": "#506784" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "dark" + }, + "paper_bgcolor": "rgb(17,17,17)", + "plot_bgcolor": "rgb(17,17,17)", + "polar": { + "angularaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "bgcolor": "rgb(17,17,17)", + "radialaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + }, + "yaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + }, + "zaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + } + }, + "shapedefaults": { + "line": { + "color": "#f2f5fa" + } + }, + "sliderdefaults": { + "bgcolor": "#C8D4E3", + "bordercolor": "rgb(17,17,17)", + "borderwidth": 1, + "tickwidth": 0 + }, + "ternary": { + "aaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "baxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "bgcolor": "rgb(17,17,17)", + "caxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "updatemenudefaults": { + "bgcolor": "#506784", + "borderwidth": 0 + }, + "xaxis": { + "automargin": true, + "gridcolor": "#283442", + "linecolor": "#506784", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "#283442", + "linecolor": "#506784", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "BAA10Y cumulative spread change by horizon (independent y-scales, shaded: NBER recessions)" + }, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "matches": "x3", + "showticklabels": false + }, + "xaxis2": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "matches": "x3", + "showticklabels": false + }, + "xaxis3": { + "anchor": "y3", + "domain": [ + 0, + 1 + ], + "title": { + "text": "Timestamp" + } + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0.7133333333333334, + 1 + ], + "title": { + "text": "Change (pp)" + } + }, + "yaxis2": { + "anchor": "x2", + "domain": [ + 0.3566666666666667, + 0.6433333333333333 + ], + "title": { + "text": "Change (pp)" + } + }, + "yaxis3": { + "anchor": "x3", + "domain": [ + 0, + 0.2866666666666667 + ], + "title": { + "text": "Change (pp)" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "as_of = \"2027-1-1\"\n", + "series_ids = [\"baa10y_change_1b\", \"baa10y_change_5b\", \"baa10y_change_21b\"]\n", + "series_colors = {\n", + " \"baa10y_change_1b\": \"#3987e5\", # blue (dark-mode step)\n", + " \"baa10y_change_5b\": \"#008300\", # green\n", + " \"baa10y_change_21b\": \"#d55181\", # magenta (dark-mode step)\n", + "}\n", + "series_labels = {\n", + " \"baa10y_change_1b\": \"1 business day\",\n", + " \"baa10y_change_5b\": \"5 business days\",\n", + " \"baa10y_change_21b\": \"21 business days\",\n", + "}\n", + "recession_periods = [\n", + " (\"2001-03-01\", \"2001-11-01\"),\n", + " (\"2007-12-01\", \"2009-06-01\"),\n", + " (\"2020-02-01\", \"2020-04-01\"),\n", + "]\n", + "\n", + "# Each horizon's cumulative change lives on a very different scale (1b is tight\n", + "# around zero, 21b swings much wider), so they get their own y-axis per row\n", + "# rather than being forced onto one shared scale.\n", + "fig = make_subplots(\n", + " rows=len(series_ids),\n", + " cols=1,\n", + " shared_xaxes=True,\n", + " vertical_spacing=0.07,\n", + " subplot_titles=[series_labels[sid] for sid in series_ids],\n", + ")\n", + "\n", + "for row, series_id in enumerate(series_ids, start=1):\n", + " s = svc.get_series(series_id, as_of=as_of).sort_values(\"timestamp\")\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=s[\"timestamp\"],\n", + " y=s[\"value\"],\n", + " mode=\"lines\",\n", + " name=series_labels[series_id],\n", + " line=dict(color=series_colors[series_id], width=1.6),\n", + " showlegend=False,\n", + " ),\n", + " row=row,\n", + " col=1,\n", + " )\n", + " fig.update_yaxes(title_text=\"Change (pp)\", row=row, col=1)\n", + "\n", + "for start, end in recession_periods:\n", + " fig.add_vrect(\n", + " x0=start,\n", + " x1=end,\n", + " fillcolor=\"#ffffff\",\n", + " opacity=0.14,\n", + " line_width=0,\n", + " row=\"all\",\n", + " col=1,\n", + " )\n", + "\n", + "fig.update_xaxes(title_text=\"Timestamp\", row=len(series_ids), col=1)\n", + "fig.update_layout(\n", + " title=\"BAA10Y cumulative spread change by horizon (independent y-scales, shaded: NBER recessions)\",\n", + " template=\"plotly_dark\",\n", + " height=700,\n", + ")\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "75cac7f3", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/coder/agentic-forecasting-c1-bmo-one/implementations/BAA10Y_forecasting/data.py:766: UserWarning: Skipping unavailable covariate 'gold_log_ret_1b_l1b': Could not fetch any configured gold FRED series (GOLDAMGBD228NLBM, GOLDPMGBD228NLBM). Check FRED availability/API key or override the gold covariate setup.\n", + " _handle_covariate_error(SERIES_ID_GOLD_RETURN, exc)\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
series_iddescriptionsourceunitsfrequencyn_obsstartend
0cpi_mom_logdiff_l1bUS CPI MoM log change, conservative release la...FRED (CPIAUCSL), derivedlog-changeB27392016-01-152026-07-15
1dollar_index_log_ret_1b_l1bTrade-weighted dollar index log return, lagged...FRED (DTWEXBGS), derivedlog-returnB53682006-01-042026-07-31
2fed_funds_level_l1bEffective federal funds rate, lagged 1 busines...FRED (DFF)percentB188081954-07-022026-08-04
3nasdaq_log_ret_1b_l1bNASDAQ Composite close-to-close log return, la...Yahoo Finance (^IXIC), derivedlog-returnB26602016-01-062026-08-05
4oil_log_ret_1b_l1bWTI oil spot log return, lagged 1 business dayFRED (DCOILWTICO), derivedlog-returnB105861986-01-062026-08-03
5unemployment_rate_l1bUS unemployment rate, conservative release lag...FRED (UNRATE)percentB27392016-01-152026-07-15
6ust10y_level_l1bUS 10-year Treasury yield level, lagged 1 busi...FRED (DGS10)percentB168501962-01-032026-08-04
7ust2y10y_spread_l1bUS 10Y minus 2Y Treasury spread, lagged 1 busi...FRED (DGS10, DGS2), derivedpercent-pointsB130901976-06-022026-08-04
8vix_level_l1bCBOE VIX close level, lagged 1 business dayYahoo Finance (^VIX)index-levelB26622016-01-052026-08-05
9vix_log_ret_1b_l1bCBOE VIX close-to-close log return, lagged 1 b...Yahoo Finance (^VIX), derivedlog-returnB26612016-01-062026-08-05
\n", + "
" + ], + "text/plain": [ + " series_id \\\n", + "0 cpi_mom_logdiff_l1b \n", + "1 dollar_index_log_ret_1b_l1b \n", + "2 fed_funds_level_l1b \n", + "3 nasdaq_log_ret_1b_l1b \n", + "4 oil_log_ret_1b_l1b \n", + "5 unemployment_rate_l1b \n", + "6 ust10y_level_l1b \n", + "7 ust2y10y_spread_l1b \n", + "8 vix_level_l1b \n", + "9 vix_log_ret_1b_l1b \n", + "\n", + " description \\\n", + "0 US CPI MoM log change, conservative release la... \n", + "1 Trade-weighted dollar index log return, lagged... \n", + "2 Effective federal funds rate, lagged 1 busines... \n", + "3 NASDAQ Composite close-to-close log return, la... \n", + "4 WTI oil spot log return, lagged 1 business day \n", + "5 US unemployment rate, conservative release lag... \n", + "6 US 10-year Treasury yield level, lagged 1 busi... \n", + "7 US 10Y minus 2Y Treasury spread, lagged 1 busi... \n", + "8 CBOE VIX close level, lagged 1 business day \n", + "9 CBOE VIX close-to-close log return, lagged 1 b... \n", + "\n", + " source units frequency n_obs start \\\n", + "0 FRED (CPIAUCSL), derived log-change B 2739 2016-01-15 \n", + "1 FRED (DTWEXBGS), derived log-return B 5368 2006-01-04 \n", + "2 FRED (DFF) percent B 18808 1954-07-02 \n", + "3 Yahoo Finance (^IXIC), derived log-return B 2660 2016-01-06 \n", + "4 FRED (DCOILWTICO), derived log-return B 10586 1986-01-06 \n", + "5 FRED (UNRATE) percent B 2739 2016-01-15 \n", + "6 FRED (DGS10) percent B 16850 1962-01-03 \n", + "7 FRED (DGS10, DGS2), derived percent-points B 13090 1976-06-02 \n", + "8 Yahoo Finance (^VIX) index-level B 2662 2016-01-05 \n", + "9 Yahoo Finance (^VIX), derived log-return B 2661 2016-01-06 \n", + "\n", + " end \n", + "0 2026-07-15 \n", + "1 2026-07-31 \n", + "2 2026-08-04 \n", + "3 2026-08-05 \n", + "4 2026-08-03 \n", + "5 2026-07-15 \n", + "6 2026-08-04 \n", + "7 2026-08-04 \n", + "8 2026-08-05 \n", + "9 2026-08-05 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from BAA10Y_forecasting import DEFAULT_COVARIATE_SERIES_IDS, build_baa10y_multivariate_service\n", + "\n", + "DATA_HISTORY_START = \"2016-01-01\"\n", + "REFRESH_CACHE = True\n", + "\n", + "covariate_svc = build_baa10y_multivariate_service(\n", + " windows=(), #(1, 5, 21),\n", + " include_covariates=True,\n", + " covariate_series_ids=DEFAULT_COVARIATE_SERIES_IDS,\n", + " start=DATA_HISTORY_START,\n", + " refresh=REFRESH_CACHE,\n", + ")\n", + "\n", + "covariate_svc.summary()" + ] + }, + { + "cell_type": "markdown", + "id": "1c9c661e", + "metadata": {}, + "source": [ + "## 5. Plot the covariate time series\n", + "\n", + "Code generated by Claude Sonnet 5." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "41467da9", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "line": { + "color": "#3987e5", + "width": 1.2 + }, + "mode": "lines", + "name": "cpi_mom_logdiff_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000" + ], + "xaxis": "x", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y" + }, + { + "line": { + "color": "#008300", + "width": 1.2 + }, + "mode": "lines", + "name": "dollar_index_log_ret_1b_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-01T00:00:00.000000", + "2016-01-04T00:00:00.000000", + "2016-01-05T00:00:00.000000", + "2016-01-06T00:00:00.000000", + "2016-01-07T00:00:00.000000", + "2016-01-08T00:00:00.000000", + "2016-01-11T00:00:00.000000", + "2016-01-12T00:00:00.000000", + "2016-01-13T00:00:00.000000", + "2016-01-14T00:00:00.000000", + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000", + "2026-07-16T00:00:00.000000", + "2026-07-17T00:00:00.000000", + "2026-07-20T00:00:00.000000", + "2026-07-21T00:00:00.000000", + "2026-07-22T00:00:00.000000", + "2026-07-23T00:00:00.000000", + "2026-07-24T00:00:00.000000", + "2026-07-27T00:00:00.000000", + "2026-07-28T00:00:00.000000", + "2026-07-29T00:00:00.000000", + "2026-07-30T00:00:00.000000", + "2026-07-31T00:00:00.000000" + ], + "xaxis": "x2", + "y": { + "bdata": "wzTTj6F2Ur8AAAAAAAAAAP9AaYmTZ30/+o3yuF89Tj/l3ximHEFpPw+hXsdkYTM/yiYVk1aIaT/rh2q7ww4EPz5EowwLQ2U/Xbf3cfI2WL94EScg3jRhPxfiKyjUOGk/AAAAAAAAAABPP6ANUUFFP6pl6tJY2nI/edPU32vYab8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAD/tvjsistwv/uaobp0VGS/60o/+lzlaD+Gw5V/fQdhv5q9Uvp1NV8/vgbkbgO0gL/1J8dfWi+Cv8S17/XC4ng/3IQYICxJVD8GsoPR5BVmv431fXHDDVc/0zTGEzSaTb8uBTf/H3NQPwAAAAAAAAAA3ENLVQtmWz+3FXu4KX92vyR9XU11RS4/cRM7IjgDQz9azqIuXxNTv4x96HWHbGk/EJvQ4/nLCL+bSZBRGOphv14R0LTyGHA/Y5ZZ8Xd9Ur/zR6OZAaRmv3AytPbLtFK/q3hrJoPIc7/moR0NqRp2v5WqyI//jCO/0S7yniZSYD+xCqfXSoZuv9uPB35g9BG/bNUQDw3IeL+o0Vy6m01vP66ow0LUHmw/NV8WESUZYD/JRzLp4GKVvwroFJfAljq/h0hUHxX0aD+K/p56jP89PzupQm7g/Hs/4aJd9KK1Yz+9IW0ebBU7v176peyxQG6/5otcTYiYIj/1a0hr0SKFv9jzmMs0JWe/gxgqvuoqbD9MWf+w9v1NP3UbylF4UnQ/Z+J7Kw2Pbr+b62lK1RxqP0PgSOW5QnG/B+i2RxaPcL/IV+jk89JXvxydjgraZmg/5dvzrXxXLj8hDbu+1cksP+O24GbkX16/IuNgXEiQer9HiRt1lyRRP/MNTw69NnE/qlKH+g5GbD84NGOr6LU7v3jUVf73RXC/kwOO5aZ0TT+x0SdLsLB3v36iaOMcHG2/5KypJyGQV7+t9TH3su95P5v4XahmrHc/KRMyTnlWYj/zd0cRU45UPyOpqtDO93Q/SayBuDBWUr/0To6y5xN0v5gylwJBnW4/3UOaQTGedD/AI1CXFDdTv4Rur90mpTS/C1ydgptibj/Phrv3Z9x6P3ihphmJuj2/U4hzZ8+4TT8lb8puF88QP5CjIzFNmEq/SbTsKBgYZr904ITmffZaPwAAAAAAAAAAsFD4Rck0aT+9hvlGngw0PwgoD+97Gwq/JbEelCeAgr8gNTeLGLpfv3gOxltB5my/0xYBfzzzd79SBuL6xoxvP0CWR6Tu83E/ez582K+BbT+xH/AO2o5xP5iAbxlSj1+//eSlpsYZcT/WSxcneq55v9HIMlJJdHi//nyX9I1wVD8GnrlJZ7Nhv07huWbtwXK/9AHMC8NAkT829zmnvBWCP56SCDZHPmu/zzBWQUFRgL80NDhQJxhmP0oIkfQzs3K/AAAAAAAAAADS4Cm2Mjt8PzVf5EevlFE/vnVmFgCfMz9OoRjyaWRavy5wY3rfzlI/y1oNDXRIbr8StA7irHFIvxPsc8Aa2GK/9xNVHgjMcj8ISLJtZpk1v4WBgtCUiWw/Rt7C6PEdNT/uOjufPlI9vzvsCGJ5g2o/4CV4rOVwWz8CIqvwE0BRv0iMZvZR1lY/U+LkO6ZRcb+yUDcSG49/v/W4TEVFxk0/z+yTbA5JY7+GZkDU7s9gP3/gQXwwni+/YW6oFMk3cD8D1LxS9CFfvy1Kr81tAG+/cFnNqQdAbb8v2AUteOhSv60292TJryO/G7V7JNT+Yr9WUtWFijJyv/QOAT0DHHM/ZydxLgNrd7/ZrNCHaqFyP7w66GPMF1s/2hbH8BM3Qb/uxRGBoSBqP6yFj5t/JVK/GrbU5oM2Mj/zQvj0McB4P3AEwHJqWm4/4CEUWYEoUD/RqqVcMc1gv7/CaW43M1m/AAAAAAAAAACVfzIHNBmDv+ntvVeTkRg/Hzf+JDdSZT/WJNjvTq16P+kp6j2c7lc/6vlBipDqaj8cMQ1VbNE+vz5gaVMOexE/3ujL38x0eT9cCSVZEdJjv+rTw0nca2Q/irDMeUEQXb+zG6X8NV56vwuqedC9p3A/gUjxlTkeCb8PfB3fGjtXvzxqlPwMWkY/LR80j+LLaL86vOakcpwTv1rI6CH8oWA/voNKhr7bVT/7CmQeUd5TP9Q2odjjw14/j8mhgXWgZD8AAAAAAAAAABCoNSy8V1Y/91U/gWp/ZT+vfhhXFlpRvwx13gW4ZUk/GYV6/VGEV7/cozGgy5htv8CU+zzvgki//Bx1r4o4aT+3JUHRe/RxP6LySLk1jTm/tZHUp3R9Wb8aBAqmQShTPwjMW1xdyWs/Y2Gosl6hTr+VxSRZoVhFv/iUgV4KYy+/0ePgRSNjRL9stUDlJTFWvyI5vgdgdlq/8AWF7MM3Nr/0HK16l4VhvwBDivG5Cok/3kaL8l0Ohj8AAAAAAAAAAEqI41H0m4Y/+RkZVbqnb7/LDjPQfvcyPyBJezU79Ug/isdNwClmeD+RbT+IfV1Qvzx00v64Vyy/w12NLARYdD8AAAAAAAAAAA0H/f32UiG//PUZ3qxOZL/MuqbRO1VHvzxR3dLfpVA/5g5XxYKrS7+UVJ7H5JVov7SVrcifd12/vq/PhTL3WL9+aR0v2pFhv/DvtTV/SWk//R9tqpSHYT8txlZCBbJpvy4cqYnqvU+/l7TdMT6PQ7979iWxnwiSP1qTj00YAW+/3q0chWUcMD8EmtklU8NgP5bxHVM+Ezu/+dLa0HCOYD91uthKA3kzvwAAAAAAAAAAMsiz8xW+Vj/GiHT19kBjP5GKR+OfhHO/0DcDzaHrZb8AAAAAAAAAAKj78+O4qHk/fighGqHqXL/axAOpaHJ+v/dflpITPGg/df792RENQT+MfMIx0aFRP3vNhlODqnA/PJHC0c4hhb8TUE13HitaPwAAAAAAAAAAEhANL1wreb93hzBcgflvP7zdJ+l8nXQ/AAAAAAAAAABz0ZARQ5yCvyZPBcYddFu/+T+uGUVCUL98YELjeNxnP/sWGZ8BZly/6jGUxUnlZ797POOayuBxv9Iy3JMxkVc/Qf5TH0c5cb/vDr+j25tjv/LTtBk5BW4/prrMcN83aT8ARwjA1QVjv5mMDSevp1c/FCqRP8ZFVr+YomW6EHFbP7zrQAbSZT0/LBQqiGwsWb8SSEXsyY9dv7zsaDgN+Ws/AAAAAAAAAAADijzLOIZaP0fvxLcvo2q/Ol5h+SjRc797iJQkjuBWP6x6MlghhVO/paVIplscZz9UCpP4yqVuPxY5IoP1b2w/OwOQ7i3xW7+W4FBtF+Bdv2Gzm6wSA+K+zYum5LY6bz/cz3rLgfBQP1wTgwDKpGq/N3r6VZ5RXr8UbyeBhBhXP+ESOrQxAl2/Ig4CKR0hgL9IuIk2qMJXv+72Zz1DxGC/byxQ2rtxYL/myPKvecckv/T+M4AQWwG/0eht0jbPVb80cXLjN9Bsv594w0JoaVo/ppFcfV5JZT+iwKnZKXlbv70wnYuVPWM/RqSGI8q2Rj85kX5khJZSPxyFf8z3AT+/62EkZv2TQz/DzdCD19k0PyINyzThfT8/tefJp5PDTL/HBUvKcXNKv97BrgUhTW2/oz3Cbs6uMT9XQYeuKtpdvw3wXYVqTES/78Z1iJIgcz98lyT69olYv9RXg1Tudls/ZKwHZ+7yb792Xtnav8lUPx2ZBQ1SMG8/RlP4XLaeOj9xk35XQIFdvy3iLjFB8Vu/8Vw7B6flSD8f5CX7grchv1uDIuIXaGE/L4mJRUJGU7/kOuu/UZhmP95F+M+GmGU/94SFKwfRY78t+WkE1ho7v8Y6OE4Cvma/+2oDqGNtbL/8FcNVwLFpvyaJyO9ZY2G/+9MErm+Zcj/psUMOD2t0vxuyJWT4ela/DhFB5C16VD+KHmAErdMZvydMxjBC32W/mug//YAtUD8AAAAAAAAAAGC2XbPDlEQ/tQ4MjdC/Yr/NyoiFSDoMP4X4h/1nC1C/0cJOFZMxX78aKpcjjU9jv2BCyd822U8/toQByVmWIj9Tv/PfHJNRP8QDG+IS6C8/qxoLsYPlab/esh9Svy90v6pYmHYuCn0/QV6bBOCMYr/ciIkoGqlUP4yZU51bkHI/d9hS8/4wQj9Rd0dVJDRYv4xOujx3qmW/+wC7uqv5Tb+9hO5JWAVfv9/o5IaGVXG/UT7EutVuRr9Ezj6FcakTv8UCmgs0628/AAAAAAAAAADcFX9foH5gP0nV6+dW/2C/xXE+yzv4Tr/xMU/9ZqBWvyOSYvmZ4SG/Zex+vIM/dL8opm8Uoak/v2EZxxkWKne/uSyTn4wPKz+rHzFzlk9yvysgImA3JPC+feehkrsgW78PCsS6peVBv3ob/quSXBY/szCez02zSD8xbvUUkfxMP6L3cAE7hli/fKidK8MHZr/iVErwt4JOvxH3bBx9+TI/p8diRsmaTb9xrm+f871IP5asVBGMqHA/mej+e1hiSz/9t1wAfU8rP9oKno2YKDG/qJSofRCFWr9yAn1UY8hVvwZHxXYLcD8/dJX3tDjwbD8kk/DME9E6v7hd4NNTNWS/ERQay0TLUr/U4ainwdFmvxxN++2H804/4LyFa3JdMb/GCnmLIwtBv1LwJCg5um6/meBE1wr+V7/DyrPgVhdKvzPmHnxBSmc/JeN9bobtNb+exkOYZ95nvwAAAAAAAAAA9oX8dv+qW78wunOGKGVsv/fBifx1eXW/j4IadWhgUb/wvYt4cyxqP63fGz963lk/jEjtrd2WaT/rrtoJagY7v9eupw8v6Ga/tdy6lNaSaD/xFMtgZEAvv6Xs5QUHX1u/5E6ag1eccj9b44ilgfdZv58KKKH3onU/3eQW0YezcD8jPFp7xAFmP4URuIU5Llk/lOSf+7wFV7/d8Rv3VPNkP8o71umQDTi/lXAft/luSb9ke2rtGTZpPz+fp9El310/AAAAAAAAAACDfT6kvs9xvzfykPGn0MY+CKKJtz5UGz8b8ytsSLM8vwu/KGlXgGQ/SUpcjrBwaz8lnWeUcH1cv5kgAoCliGO/Ra5616ZxdT9h2UezJe9ZP5d5Nbgx3Vs/ebR4YerxHL/2EGMryXdiP789oF6slXI/6NFJVgIsYr+wx/v/rRBMv9qqDo/byhm/Ln3TaNkaYr8mUrZSSahsP6glLZxzA2C/jZ/pZHp5YD/a6jC0WWVivzIPM2htNlO/AAAAAAAAAADtbN3tnTBgPzntIiBEE2S/Or9SfavtML9hWT9e9Xtgv3d4XPD0z2K/tc2J0GMKYz/wPlWxm21kvwbtlRLeB2+/AAAAAAAAAAB8WV0B3vlzv28uUBmESUo/WNtd5oz6Wz8xn7jlCVktP0dHADx8hlQ/3daMyZcGaL8sIWNEB/9iP119hR+rvUs/CYljM4UrbD+kywsnD6pVP+s1X2eM414/10SBEFBQVb8vA+Xh/iRwPzInw+6yDWK/76Z4+2J/W79Wg/9+Ny43P4VNhIzSO2C/hpaz/1EBYD93HpOpqFxlv1OGtpD5Hzk/R5T6tbVRYD8AAAAAAAAAAGUG/bAoSFK/QH9oRL7MUb+liHCEFChpvzE/8XxzO3C/AAAAAAAAAABatoa8bCxwv5F2wGqYSTI/xryq8/eDXb9GsThWoi5Tv4e0r3RNWmA/CeZPtbn2aD91WXzkinxkv926AH4Y0VS/vNuHBYkMdr8AAAAAAAAAAPc5qePU13W/P0bpXK2cWb9ey13obmZKv8vABdcZNFK/GDa814N+WD+p5MKo94pQv/94jEwdeoG/zrOboNINdr9SBxj1lZJcP8VKx/gQNnA/pj4UowIXE79SGKkn9sxpv64E0NlbqGW/bfTlftQPeD+cEZjmM2tgPz87p0P4CV0/taB4ubUBXj+iDkFSRi92Pwr7d6jyzzq/Qoyyli4LYb/1TgNktPBkvxlyEYFa8mW/AoogSV9tcr9+XiynkSE+PwAAAAAAAAAAWQWTXFB6dj9gP5Y1s3liPwiWLabaYuW+qf1bVERWXL/U9Hu5DoVAPzoMAe1DonA/JPUSgqJuYD9NnmVgifpVPwAAAAAAAAAAXeIcSQJZWr+Axc4HwGR1v1RvrcDDU2Y/yTEf7dinWj9L80O44xNqv8ucXphSQik/z3nnc7M0X79urt79tdRSP+waQcae2Wk/iaEY6wllYT87YXvu8vFRvy7oNuNZU1s/AAAAAAAAAABsXljUAP1yv4e5iPqnh2K/10LH4EKidb8MFep2F4ZXPycBuiVAGWI/CBcAesHrSz8q19Y2rmtcvwqx6OC7H2E/mOYBCa5yVb+4B2TcxHFGP3aw6Z7y/ks/BaSZR7ZlQj9IMHP6M45jv/en/mUqRFm/frLFuqCZYr8SJbpkrrBZP+C2YsCiZ0C/r+rTmmQcW78NxnhGursuv0E/RrSUA0c/NOkEAThObz/ZWwDBOAd5P7F3mVD7d3w/1yu5VzB2Vb92N+97IM90P2Eq0hUg2ic/tZYcQGWnXL+NICDZ52lYP9hSRH4Ah24/npfCso4kbz/+ye0VRS0lPyztt4TzuEQ/FzNXI/zlZz853G9W/iRyP9sLQE+fwFq/QQztXa2mcb958OtYtdxRvwoNgmWtTlI/pg55nE5afj+HQL3nV9pGP1uhHJRjMjw/DsgWugaeaj/+q8QRXcxGv39yu2UVW3C/Y3zD9DdVcj8dT14vtBFev5HSR4EUJUw/AAAAAAAAAABe/5rDnAB3PwnTVd15vnO/AOV53IUrZz9qizgBfNlXv0+meJXe4PC+pgWWujoPcD/1XWv5drRyvw5UND+NbGc/+dyhcvvvMz/lFuDI2LQCP8tdVWpTJk4/+8zisEGiOT+adwjfauR1P98TRJFFVXE/ldSofE71VT/6FLuBv4JVP37KF+3HK1e/wKMkYIIeUz8THgOFzBtmvyjMIGNWoiW/7rbO0UcMIj/RY4a6wnh1PzcfdE2rSUC/8wx7v5T9dL+YfEr2sl2AP3KJwiu9bn6/AAAAAAAAAABlt/9/eRJpv4uFCytpMGi/cAY6815Xxr5eRMQDcVxCvxvpaHofQ2Q/+MGNJOcAR7/SrnCQhCVlP65hRUjAcmC/cd9ZHCg8Zj80bsdG2a1aPxCGySVnCnY/XezJCVCHdr8oZ89XTNtNP/EebBnw0l+/3LtCsxd2ZL/Cpu9kKIADv1cvepnDmU6/ZsLy9C5AXr/1Noe6CUBSP6GT9KTYPFc//WWKawwmZD949KSYDZZWvyFmiYr4bV8/+hA+Ff9UYr+aiM+SrfBXPyr2cAydUmE/to89vJWMgD8sZOlhFa5zPx0vHnYyjlu/iA03KYOhcT/NSXJSgTdyvyckAsxgzE6/Fs0GcUZFWr8cipOE4ZZxv5Y4vt77bVy/iYyXZHjybj9dHkqxb8xxv0u2oG1fkme/FLCOkJ/oRD8LhPXcx8ZlP9zKiIem7W8/jYKfTbKhWj8AAAAAAAAAAPzd6I0D13Q/jhTi8syYT78nThuuCINMv/0lXoV49EK/n7gRgnovTD+oYsG1u3QsP8W9yWNJY3G/4uoxVZL/ZL+4BojXmPZTP0pYZhWXi1W/nvHan+trVL+BEs2V/2NRv6WtxxA4Qla/abEvzrBnGT8RYy75v1InP9jLgelCaVs/aBeWdQ+wOr9qQVuGKeplPweQ6SxRjli/RyeUqA8yIj+LaomrPbFEP7uvy6J4yWI/hO8Q4Sn3cj+fyugOmvdRvwAAAAAAAAAAFVT1Z6rRSz9GY86PzTY9v4lW3hCBlly/nDfqt2zxNb+WZS5/XD9nv9OAoKRmYFW/vsb5g5EOZD97ZAxNgO12P7HuXTSw/zY/m1sVmQXmZj9xqC59LtEdvxG+cq7C510/pOJN/aCLTj+Pnkh3gu0Wv5t08i7PyG0/KwtmllklaD+05ljx7JRkP/Ffw6yZWXe/2dGNcW6FX79G3PB+M/9AP4oDnpAx81O/yPldQLUGZr/mplKgjBdsP+SRm+K2Sn0/AAAAAAAAAAAhMo8Pv+1aP8qEDQdrFli/hW5UAWV9T7+h/wzzRjtwv9Ay91XS+0A/LJH6u9exYT9bVwGLoWhUvwAAAAAAAAAAlkbi3ri4aj+oAPeeQwRVP0OJoDuNmGM/0cbxiA5zQr9PwLI4e292v/WKP1sXjl4/FWEluW3jcb8+J7pDnXBLPwAAAAAAAAAA0Pm5lkjwaz+0+lgaLihmv6Qcu6D8wnQ/xN3q5yb3Rj9RB4360M9yv+MFyB/Yylg/Tu6nqKOVaz98fuqghahnv0dK9g/Iyza/rZ3vXSRSaL/YV9CFrdc7v3VRxET81lw/5zXZkNhMBL8AAAAAAAAAAMs4ytySxUy/zwt6jGRvUb/oABUSPQ5jv5oma9OpEla/AAAAAAAAAACKAyQys4pcP3slwxc9u2W/U+unpCQRcb8+BL0kke1tv1zsb3mAn1c/zC6tsVgHdb/8Z4WqliJKv5Au0YSqJRW/AAAAAAAAAAB855Q09IFlP2qqstKMJF2/2lG4zpqtYz+ZKmYQOvdUPwAAAAAAAAAAUc6SR6gFXD+L1P1LVnZZv1MpaWglgTc/Y/B8CLNmdb+QsZBueK0yP8t5IBX9HC6/xJO4uKAQOz/Xv8QUxs9yvxLrMIBNd10/nLvhIoqIUT9js6H7DPBXPzUGHLKV5lo/0ej8iMclXT9fU33vDgJDP0IiggrX8HI/Ja0mmUN8Zb+xBVqlrhpeP9pOHA6BylY/cQfDvvrfTr8AAAAAAAAAACOF0Y7MI26/AAAAAAAAAAALaGdbLGxBv5ZwNbgoAmG/0IHfHKsPUr/2pnS0qhxGv70gngcRnjK/l5nfa5VfVz+D3T5eCDRoPxdpoxJ+OlY/3oCPqCXXTz/0//Cvat9XP+NFUtdpgHI/yickbpG8Ur/1IzLG9vRBvz9yHcRhdGm/8nGNTnjKXL/NUAk7zCY+P/3Y32dLyV2/AVKb4H6aVL8QEH+i9mNdv64dddYNY0e/B6gHPLIXJD+oxxfGeoNyP6eOzcqSM2O/RULfECwLYD8UyjGYmjdxP7rjSc3hB1M/tDafV5E1Ub+68mgl75xcv0SVKxKVy1k/ls4xUjs+bL/KQvugmbthPwbUWsjwcvo+Z84+iOU1ZL+gkKQt6HhWv8fiUqukHE6/ReUtyvsYXT/dU7o8ftVjv2ijvBN1UVQ/5nxLmbjSWT95K2RzFhdXv8yId/tdnls/r2gbTKnwFb+rPhvQQnpEP3kjMvsmrWs/Ve+U6+eJYj8CNN1TtvVoP4nCxKwe2GS//lARNtoZOj9lIHPwVZ9bvwYWBLOgLme/VqMaRhXhcz8Og8IAjhZlvwcWvw8ejVA/Xv4/7FtZYD+7b/vMlctKv4/tLEzrA2c/x7jRqAXcZb+yuh/jWgNrP7PNBH+aFy8/taHck4hQSL/Hrjx5uipZP2HF/SNPIm0/rzkimwIpU7/LSj0+Uv4uv0BBppDxWTi/geaisYzYA7/+suvAIQhWvwAAAAAAAAAAY/gdo8CxYD8AhtA3d5xgP0T1LT0kv1W/p74VpG4UZz9eqWp/laBhv0R0TzOdJmu/8QeXjPM4Qb8BhJVIweI9v/plgXS5/WC/c7419GXFYL9klSsvbSFRvzFr8Mdno0A/V1MuUp3fWj876twPsa9jP9J5ODemuEE/6/SCZ5gSSb8l648Gpq9JvwrwcELte4G/FSP0MnHkMj9B77S0R/VZv40Haut+aCa/9qmvqZiWRb9YRiDvespNP79rM9fzske/iQHTjGlDVD+/spElnhdNP1zn/kEBFRy/AAAAAAAAAACQVP4cG1tlP84kdr6pAEm/f4hk15W6RT9nyuY9bm4fv84Kgede8WG/jRKD0ohLQ7/XTrgrHrxIvwkPwn9ae2c/3O9fMGdqUr+zxOisTh0RvzkkVpw3XQa/exzvrfnbUj9MpC/ryS1lP6dLoXn5xz+/eETmg88KPz+doYDsaoJhPwZfOfKPuTg/bi3TNxh7Mj9MWrpXdu9Rv6cRFW59pXM/dU72dYRCUz8TALcxLBBsPybbtAsylU0/8WswotRlTj+8ux/JMc5mv1J42XtnEDK/ajhBTdz7ZT8VLlsqsowvv+pDnNlRjGk/sVn1jCaLUj8/J2RzGVJUv0w6nOB8qWU//JwQCsPdIb+hB5BOEGlbv1Ys/W6sEFk/tgr001qqPr+sZ49hs3FpPx5b+6+fcEc/kB1QLq6eUT+eCyxt9M1ZPzjrhDpAW0o/AAAAAAAAAACYHrDZ+U9VP9JO1BdeKXa/yk1hKQI3W7+p4fKFtFRov3bi8QNLVkO/bD8etX0CMD9e6x2bOElfP6E/WGpRnnC/Nxc1lfGUQ7+Au/pA0wliP5RyvF8Wzje/uCpnJSnkCr8pumQzxqhOP3U7lX/DzEo/4pzlC/pOUD/L85CXvjVFvy6N2IzD/m0/M8TT2YWaRD9yn9+/gNIFv7q70zX4L18/X+I5/OLHHT9tz/5LnOMQP80zGgRPTGW/EQ3u1RlkUr8bSQM7A1IrPya7epEcGVo/PFFGT5PYP79fZZb/CyFsv16t5GF67W+/AAAAAAAAAADB0wVZS7kcvxbmkzY/qle/UUUmiFTNar+Xt9G10+tRvz1ApbU4oUm/PHTBSPCFQL8EPYfcMcJEP2W9waY4iEM/B4z6M/hyPL8GzU4CNyw/v+C3U0nGAji/R5hEnlD1WT9hl9jFH7phv3OZ1gp+pVm/6vwAQTqQUj8M2oavgMFhPxL1LXsUQR6/mywGvw33Ij/VjJ5b5ulfPwAAAAAAAAAAmFbkunbjYD/jD/cX+vdhP/s2sPqNCTW/0drQmoFvab+H2EnUV9hFv3FXt5C/2Fg/3MM+FmZIZD+a5dHNjbVHvzn4uQFp3lc/NQ+HQmLsSj/rww7oVj03PzD0ZNDaREU/AAAAAAAAAABBr2jVCOMOv00YBFOfy1W//cx9BXz9RL+G2KOKlL9bv/Io4nczqmW/pSGM7hC1VT/nu6jZroVdv/QK0CMq4US/WmTUyBEBTr8raACvulNjv1xBpUlIGlm/Oa9HmyMUVL/wugWuN8fFPlHCzSawL04/BTTlyHLaQb+jFo1fi81WP+ceFYIAGDo/AAAAAAAAAAAAAAAAAAAAAPY+BFmRVli/RVSWkNNhbb+yg7dsIUlivzjjNHXV+2S/AAAAAAAAAAB6/cklyMtlP0Ai9YuT0Bs/VU2+0a+rMb+8TzPahFdbP528BxMx9iC/WyfYZrSITD8/oK0MoIhXv227P5ccFTO/pZSpHxp5F7+iUnOq30JEv7xlxErmPjs/BcJV4AWEQj8AAAAAAAAAAMaRw4G3XFE/OKdLlFuVNj/XyxfYpDpnP2cOtNae9uM+JW457whWYT9pc0xWgqdFv1Dtn4+Tuyq/qvnERDNnTj86Lnyf97dEv+r7f7k5C2s/XJCq4eyPWr/MNq2/jpNGP4i219vBJ1Q/8R9j4T4gaT+eOC2VyZJBP6GqOmN46F2/Dcp7bXpIRr+LOZVWS/hQPxiPaTeYOCk/AAAAAAAAAACcNa0QV4lZP4IunqfJIVk/27esIIQwcD998Np4xLRbv4IH1jsGxmg/4e+cuwY/Vr8UFsUfWbFWP5r26Em8xDS/Ipp9cJAlZD93aqmAm259v2O6tguYX2a/ZIPpMYT5Yz+MsdSU4zgWP1bb3+AjUEa/QG3/NVuwcD9Gjw+doe94P2JZNNpCIWg/x1uDhYQykz9awHCK+O06v8K4C4zs2HA/CYM9spMFij/4dGIGZumLP33YZ7sVd30/zUrWiYAOUL88OJVWI2qDP+vY50wsYnS/KgQBBGswd7/m2mfXu46Tv72gVyM9HTC/HtaXj2iYfT9Lr5HtdER5v8qfvYBfAYU/MtqPXHm3Wr963h6maDR7Pxlk5pkW0mC/RH7DY/+hgb9TQWJJEsNQP8BBDLgW3Hi/7FsIGZU3Zb9SU5IV/i1oPz7wDUO7Vmu/FKAOltgWgD+D/bqaFqxpP/Abu2Q7o3O/TbrhfkTyXj+H1U0Nes56P517b8jInR0/GhXjSRutVr/nMZT70OpqP4GMUilJT2K/S9XCNyAQcb+aeWBTH6xzv9p2dIMPKW6/ED7KkD5wez+/wJOJQqBAP55Oj4LuN2u/C9OKRbHLej8TDiKurxJwv+ZhdOAOk3O/WBxXTtMtdz9b54EZxClXv6LV+sZR/28/44DWxOERSz+ADeFwUDg3v6SG6QSmrHq/sOho09bjXr+//8k8DyBvvyjbGL2m9xO//3NUrafLXj8AAAAAAAAAANZ5HhtSa3+/2MouONhzWD/w+sW3jbRyv2qtq9oLa0K/7wy/D7D/dr8PyiX7EOlzv8bMBhqZeG2/vNFmdAkqOT8n1wQLcsZwv6QZSlCo7lS/twmbCQwcRL9n/MieEkxCvxjnTOa2hHg/a3J3Cut5bT+y3wlAsMljPxIZhSYZd2q/o1psETOAZz/EQeYw3u5kP0Rg46SOreY+LdHIpWvGb7+xoSS7rxptv3OcykhqHHY/oml/MowuZj/RXfHiO75fP6tYinmgClI/oWvG2AlNW7/QMpFXaSlqv8OTeRPmxF6/AAAAAAAAAAAHkRQGRolzv1jfFCXqpmM/DMZ7SF8MJb+c8jEnILY1vzq9DL8+OVa/cT5LPe85Vr+rtjadTJtbP9ipnxtLiGi/VWyU0D0VTb+qmr9KZAxbP7wcqR5s1ES/TaT7vaA4dr88RUcohrxiv+caY9moFkS/aEcAEdrdQz+AcYzcq/J5v8hUPOnE/EK/PtvpYCy0Tb/ldqTfGElaPzooX2yM5lq/RDmdsvLidD9igDXo+NAqv5smnbEewn+/XbF4ukaeVz+WOfZ3hE50P9AoIJktSze/YMkd0UJzXL/nzKR/4RBRv7O9Wc8ZGVO/T0k21vwrWb/sMFO6SrZav8SR2eurpFq/xTzwUx5RET8DvZ5T7j1hPxHnLay+ImE/+jtSuexVVL/H3RQ5pqBJv7rLUlHYjVu/d+qD5cfBKz8jOVwWRhB5v2IBwEh/SVm/oKZed1XmWr9fBPdBvlRwP/Zt5YIZhDU/wr/VLVwWM78AAAAAAAAAALlA3xgEGW4/OxhEepJvZ7/RnD5wa4xhvxszR4CPGV0/G1UqG8tgb7/s4jiCv3k9v3ZEG0kZ0mC/bReGQlJHSD8DvjmNEl5cv/oQVsY+IoQ/BGAo3DxTVz+TWexG89V4P1wyPStSkGQ/3C0BVwNQZj8AJq/ummZhv8F46MTQlUm/IMkCop1DdL+thqPjYFBfv82va2Y+HBU/8o3J4u2Ic79zgtMz/8RJPwT1ofPHlEU/tX0G3wk6Wb9GbD3vkIB/vwAAAAAAAAAA6W8vxkOAdj+ItALKTJ9fv4ovNo7M7Gw/Y481tGU2Z7+4uql+1tppv2AugM6s9lW/QEPoERMKaL/vmeOt8DNdP0eTzQmqY02/HQpG664AYz+9qV71kPdiv5U839WSAnw/JJuUtSrPcT9a/6pVQy1Yv5EcWKiJZkw/NsXdHU+5er9vgjYoxzJmv3RicTmjZ3m/xMolpcegcL/JWk5bQwtMP9fd+p7StR+/AAAAAAAAAABI39dYvu5dP0zTrt+qlDm/CVtjcndYbb83FAQvIn1Vv7+xjvtaA2C/RB0YzbbgYD89HWrRg5Fdv6Bn7fbyKWM/qcj4BOhOZ78QMFeQMQZivwAAAAAAAAAAAAAAAAAAAABvu8ugNRE5P5hbM8ukZG6/3NKUEjZRXL9JH77yiXB1vxgSB/OV/mG//UoMhSDKQT+LNkcPysMtPwggIJP4YVg/SCLZTilAPr8rRYy9L9FXP+9vNuYBATE/gGpP9+y4Zr8rLBLL6ilVvyeUajmJHnK/qTpAyWpFbD9VOr8WJYJoP3byhLkugmI/VnkrPNlHX78AAAAAAAAAAAAAAAAAAAAA57nP1VjACb/zkuvzq8lwvxf6R2WYtF6/QG5acIgEFD8AAAAAAAAAAF7D7aUaHFC/7FtvC7NxYr9/ng9ZdaxPv30QjafLvXA/1g7nHRr3Jr9P6T+3M91zPyWTxDrqNmS/28ZM+QefW7+jiYBYBkNev06t2vlKCmo/AAAAAAAAAAAJ2BZIxgRBvwAAAAAAAAAABNCZCEHLYr/f0lz5YQ9qPz+0OqpZLGc/LY2eig3YXr8ifGNyYNRuP0iBQSkdJUW/XMJj1TYJQL++63MTdhRxPwOTE3joWVO/zQ4si1A4Mb+lqILl7dhxP5Ga3G6NiHK/f4y4cS+BXL8FNNoQPydkv+8VT9dsAlu/ttpdQBCCQL/y6hUlhYI2vwAAAAAAAAAANYYCzsjwZT9eD7x9MQVhPyuS+avpclQ/AV4ht7WhcL+Q91xEFBhfP9v8wVzNTie/9wnFdQjsWb93I74UdOddP9lMQdebf4A/mntCOJUfZr9jRBdKRGcSPzJDtcBWi2A/2wPqzd3bQL/PlwMr2uaCP6hULN1cpnI/qoi6LaBlaL9KVHTAIHpov7ss6UuzHHi/K5/3c6KZTj8ohmxX2gdYP9ob39fWQ16/VvzWzIBbWT8R+VR9/+Frv3eY30dcNF0/X96gnR/5Lj9yj/IvHPJkPxTNMV3YV2o/zxB63gXWaD8EeK29z8Ziv5yaBDEOdls/R5RWeG6BYz+t3QihWEZrv7Q9hObUVUi/rDts4VQOEb/S5LpflVhov0BSgj836GG/ycMy9EEjTD8a4ysH1f1Vv6uOEfhpFlA/GKVXCyCqKL9X2gFvaaBUv6Fn1cRXcWK/juPwJaM/WL/qUtoPS+ZTv9ZdYXSLuWW/qyTbMO5PPj8kjbo3iwZBv+HP0TAEuT4/pcgq2lmRVL/U/fRYw1dkv+9yXFgx8Uw/oTQwvulmUb+xekjQvhc6vwmhAsJWtGg/VdKlbiETR7/COXU4BMpkP6cj2JFNLVS/nT/wHC/FZr8CWWzJCfd9v9bUQoVEUGG/Vy1gJTcJTj8z/kfub7p4P6ExqlGEvDI/oAKL4RTtcL9xyOvHqJpAv5vxe4YvQmK/6CEQAMT3PD/MoUDLbeEnv5jpGWN5Gl0/0bBJBwmGVb+t+qPw2qBEv4WPTtkUYy4/qtFwL6rO5D76qZzf8XBQvwAAAAAAAAAA4QjSpO+7Yr8EtVAYN1JGP5Zxmx0ZGnY/Vlpe9PR0b7/WGzaP8YRhv70UMeKOx1M/IVAN5j0yR7/HgM6N28Etv36Z5BBcPnQ/hPXVWLjMUr+bbYDkx1tsP8x4Os6CP2G/JkPSmzS/ij81m3E4PNVwP8UvyDKhQl2/j0d5Lei6Rj/B5IK8mXhzv0uiWN6fTUC/jIiI33BVar8aH0wpqVlBP2EEisW2RmE/73pLPMRHZT8ohFjKnidbP8nuqyIauly/AAAAAAAAAADLDfSFebltP2Z5COEENVY/c8yrQU6GL7+u9ZUIqWlhv/0O+mquMUa/XjynC1PLYT+uNOREnU5Svwts4YX1/FE/FeO5GqJwNj9Mt6PhXTxyP8tIybHkQ10/hN6wHkTLab8UXpWbAzdGPzY7q43qJzG/MVaY5vU5X788yydJ31/kvrD2rTCrUDi/mObDeTNQeb833pqmVFxbPxgaf5u4Z/W+iQWeCtpVVj+vqJoaywxFP4h/UWV0klK/Q4/unjOecz+npjTJH7VUP40wHRHQGjo/35x7Lf0bX79IzSHcdtodvy8PVWRjDl6/xuCCaXtfTz+r2A4RECtwP0VXp/rQoUY/1u5dtlbTbT+IrratyfhrP4i/OG+qDHS/NtK8vlHhYr8bUVi0JkY7vztpMn7jfVY/ZFYCBZwncL9+6dpNsU1Lv2+9/vQRCVS/X+Sl1JH+YL/iu37xyzxJvx6+6j4ZW2G/AAAAAAAAAAABOEJlZGBvP4yPlOrhR2I/Kjx7/QVbW786CBfSJCVNv9Pf6GiskEo/3kiWa3I8ML/di3jyRrQwv3aVor4+oGc/UsfIZaNSZT+poQ3GHLhoP9AQNp0U4lG/WeAv4EEuXL+WuUiTYYlPv6VBbN/VyGE/n9cCnCwDI7/zu1hNQhlyP97rZBeAinA/8OiREyCwQ795Ow5D1aJiv05i+TBMWk6/YtJCziI6Sj9JOSBy7EBpP4nMPcEsm16/6bQ+i0TySj8AAAAAAAAAAJktPz0XO1Y/Uh0/exVHZL+b+tTmOABjv1jA0vJDelC/hmtaO/jnTL8gWsU8FK5ov27xI/oLAlS/YURfKlDiTz9UCnenm4Y9Pze1i2U8vkK/kqN/H2zlQz/ROIvw/xk+v9p+1RkfZVq/NSDbfdcNeT9pqbeWcptEP681ZP06X0Y/CuqLFO1hRT+iuM381QsAv1sHHvj3RGS/S4P9MeTMYb+1yljRcFBCvyEzqfcKx2s/AAAAAAAAAABA+ESJczlqP48gWOx18EQ/K92nm12Ocz9j2KVMXDxPvw3u3SLpozc/ub/4Wc94VT9KMZQhMXluP5P+GAr0uGk/v2JBgiZKYj8AAAAAAAAAAHywxAr11WA/ltgbbsbgQz/vO9UD0lBqv5fHm/iEdGa/d4IY7zk6Uj8fS9GvH/9ePwyEe4EOqUe/ij9avbgQZb8DrppU+E1tv5UD+U7i2Wc/mDoZK2AQXb8j47Ld4wdjP93DNP5zE2w/t7kluDepWT90r/Cr3PV4v5zabry1oEU/iORb6W7YXj+bKhkxMiZMP1nCNZuld2m/UUsS+MxuXr8AAAAAAAAAAJezqnSbhkK/xMYGMSPuO79kXIN8HTE9vxQnr8M7GEi/AAAAAAAAAAA5RjLasA1SP3Bs1WsfWUy/IQus1l2kWL+ynBL4hARjP1pzU3cXj2m/HP9a5eMdWT/GgHP0OKlrv/OuXAW0F3G/ehyAwsGFWb/mGWlNR3ZdPwAAAAAAAAAAV+J7/AdfaT92/A96MA9Sv6Y0nZUT/FS/sZXDNqE2VT/ur9ZbLxB1P6vj55LmnjW/9m6u1Y7VRL/umqAJZ2d/P+tLx3CdUEE/x4ovAqu9cL84m4k+HQZcv/1EGPHXhF6/E2y6uZucYb8QVxqaDlxgP8PvosAp/1G/34XXiEudRj+p3VF2p/Riv61rKkhKUmO/d5mFiNicZD/8niG00ClpP1akeqep1mK/UelUY4I5Yb/jnxrmxPEdv+pPM3pnhVE/AAAAAAAAAAC8MAhvLfxLvxHysXUiFjO/fx/71u2lhj8Du4VTOD54v3+ItwMmEzS/sZm0a+FYdD8ZGatVWDAzvy6b78EoeVo/xFPgaIeueD8Q6xq6d7h3P4r8y6uVNWQ/opFvPkrdgb+9u5AU6DhUP0vjJtPYj2M/TgHTYBxjUj8Wu7Z7XqxKP4uVn2yktW6/avhPgzbCer/BbJ4ct7ZJP7OVb9bZ9Fu/dOGwzZsjVD/PCEtnHttFv/K8X1zaezm/P8YnesW5V7+EIvZcAi5sP5GItXlBB3a/wP3ohc5Dcb9830nwYOtTP5L/8TGqb2I/8mCU/ubsQ79tS5th+JhmPwfNI8fzDWM/x4ELecHMaD8lwClF5bFCP7xLBPIeO1E/w/kp9SOYVb++JxnMnCNOvw3NjCx3vXA/vXCTdLJfPr+hZ+x2yvpTPzBslIceMGQ/HGvAjD0mbL+9q+KQmOdsP2YmmXzGfn4/pA29gogQdT9QSS5fPx9nP4vyKo+qd3E/YzNC1RpodD8bwMn/pKJzv6SHZWCBo2o/Ugi32EhfWL/h+0iBOd9Tv67craKOnG4/RyC9CV5eVL9C4xZfzMt1P1OAshZrz2I/iCJF7mzuab/vDLUSABJ+P2GzNjRudm2/Y53lMnotVb8pLqstiUZ7vzlomK6WKVM/ABN/8VCDdL+FiXh3fH5Av3R2QrOKZHa/bpmlA5WDSb8NB6uJYB9nP2TFs6xAV1q/UjvYYlvFcL8AAAAAAAAAAKdv+jW+h12/lN38kPKfdT+oCrL2zMh1v/9WdQ6mu1Q/JWnhTYu2ST/J4hBqJHNSPxmahYisnzm/0zTkfng1cj8COZ6lMHCCP186OzjCmoM/VqeRWHFccT98YLxMzKgsv4gdGFvTYIC/8LXFXnEmcz8AAAAAAAAAANKAYZLcH3S/MHHdp3C2UL/41MfrendgP5MusCIozmK/KcbF6HA4Zb/28Hvls19uP8L7qgfQKmc/6GsdCe00/z4zAwfUs0NyPwAAAAAAAAAA9RvNIQ+zgj8foFSaXdBpP55CEuWAxmK/+1GfIRBXYb/xKZdu1LR7P3eq7NNxlVQ/bc6JerhxVr8sp0/uLct5P2V32MYRYnO/qKz6Ydhpd79S2YxfN21jv7O2+fsSgE8/+3xCDylBZD8N77HaUTJuv84a5Shv+xE/MTJuBxj1Yz/X7hNCNWI/Pxc/YTRecHe/mowcIw1mZ7/8qNHvwAtov0fz6/+jGXI/sV2dAn+EbT+oPBQAIKJyv3KQ7f8UXXA/QoPzgLWzbb94FxrvEy0ivwaqgcrgsIK/UxtN5W2gNL8jGZjBw3JkP34HoPxu8Ws/TFpG5lXLYD9UIii6uT1qP2RqAsWki2M/RMPUnSDydj8aEkGT+G1yP8ID9czFRnK/MDwiEJrpPD+9HI3d4tU6v8+tPIKN0g0/coO8IkbIaj+lwKYSBqpcP94Zmzn72lO/ln+GAauZfD+3krbnbqx0vwAAAAAAAAAAqK6gCyVcgD8yRqOMamBDPwEcGvtTQ2G/o6uwTbQTer8BPFpmAh1uv0bP8XtvCYI/zfJpQ58fLD/VpofXo3psP1PkSQpQkgS/i9sIx5EtUT/ng8XeGvlNP9ICHsoOFnQ/5gDnslPCaz+M6nyP4BOCP1aHzhCAt4I/IyB71Lw5H794/6ug5F1mv92Y22ycdHG/mbFoRu2zLb9K1uSuouVrv5qPvtmIF32/rjbcHSwBdj8YHhLZTf9oP4XAGgEP0j8/AAAAAAAAAAAKJlIRza5mP+jeXuGv/24/4e8d92fcar8U3d49+lFzP0sYossmAna/BnG/l4BXYT/ePFSfTMduP73KKovrBWm/a9imvWdBZb+C3G6BOd5mP6RTybZC9HS/oDgJyvIyfb9X3d1KTdVdP5CXPAD+eXA/FGK8cM9Baj+l08hy6K1cv07Q4nytb0a/nNwdWU+qez9GF9eD2nuAv0FytuRrK3u/xXrL0sHjdb8pK6FW6/1mPysz5jcU8YS/AAAAAAAAAADFuIbkOROFv+aqaSrM1mm/J4V9GKckYD/Y+WWERwl3P29lwyeAeVC/RewiujD3ez824jgZm5Buv2stC/H+pm+/AAAAAAAAAADzJ7it4cRrv7iM4OU6jmE/+1SsWXTnPj8bOBjF+xZTvx4tLmDOPYm/+WF3VHN+CD8YqdweAQl1P1SwhAX/Y2k/yndI9vY3Yb/Jlc0VSxhnv2AeMRVS/AQ/iHN14Gx5Zz9VPRp5ReF+v7mUU5tbuSy/sP7ukqlyeD8xbj6FZlpKP3bi9M9dcFC/wyJonbM8ar8VswRskrhTP9TJtIds7DW/TUdXgunzYb8AAAAAAAAAAIXSiO+zoV2/MAMcKpgLYT9YTjBvP4VnvwpdXOyVSV+/AAAAAAAAAADGFdQBHF52PzlLt+Xq1HO/9mqIwRo1dD+UoxhL+x6Bvzwk6lkeu3+/LSpq3m2USj+JFoTrZbBHv0LBnLL8SXm/T7hZXgN6Yb8AAAAAAAAAAMrtNGkTojg/P28J29PIUr9FStAEZl5yP/3q6ut6+GG/n233vZwxXL/grpsGJjA6v1vDHWMcglG/m+QM+e/bPD+nMOK8RC9Lv+GPaZQHwy2/sPXfOvJjRz9xNtCsOm5ov5Yhgxk6n2O/N7+BRo8ahD984jqcxZmBP5ihl+JeUlq/j9/MD0XIW796346ftpVWv92vu1pdWlY/6RcfnQ+2Vb/2W0qh9VxAvzJGlS9aKHI/CQZl78R0FD/+JKCk3cpHPwAAAAAAAAAAA4VQ/SPWQz8wD0vuKPJcP91ttW1g+mA/vs0qYmgncD9J7tHWl3dXv7jwYEYpM0C/+Zebsb2td7+fUZXGJMpwP0u89naTHGi/3ES2f8KjY7+x7RzBi4uAP5YRu05fLBi/Xs5aDUDhBr/l7HEJ+oBbv51W6hBr2Ge/w6uWLuDZUD8KD1nGjG2CP59be1dx7Gm/q40oSgFBVb/wTGqOoJRyv1qOqV89BlC/33jsEiaYYr/Ra7+aG2l9v68C3Q/A6Hc/xhD1MGoAXL98Dvlb2nFyv8mZ3c6XRho/6juTV5fJZb+glTsETSE6v2wM7/Yz2zW/NXvQW72DWL/eiBdsVxFVP7Am2svwJRo/w/TcGjcWOj/tPriqqiZuP1U9F14CfGK/KjRZ/rTrcb9qBk+uBhp1v+jd1EUiEHA/I9c1Cr0IbT95Vq828eNXv8xuU4JWOls/zySHniQqWb9D0WzY/ltaP7UbR12qnk2/szKrcfcQbD+DEv0gNOZjv8labBfsXk0/BQ67M6olXL9QdfPtxQZeP+Te1EAs5FY/YLoe0823cL/4GN789iFFv0E7jgjs83C/LcKTwWBTJz/vFREolh1hP46u8d7jY2C/3rifroibbj/Ge9YdlCVnP30RDAk2V1y/YbNvfXyyHT+r38SAlbBtP5VCY42idXA/qdAgDu1pZb/eCMxYt1ZlP4iB+Lqivl8/qmJUnsYQVT98D99aKdtoPxDTx2WQnly/AAAAAAAAAAAliOMZxZhEvyovDbbx62s/XEbcnQUsf7+E1vHFNyI4v/Tvg1H99au+xRwTLy8GMr9B0WTr2tJOv6PEQ0SksWO/bgtqTKkOU783z2KbLydcPxbe/KmLtm6/qX2NtEN/bL9VrYbv+ulev0iV36zlfFK/AAAAAAAAAABHXXAD6e5xP6Y6B6NxF12/YFbTUeQgLz8UuyMxl1NrP59VVSJC4US/ys5ggWbzWL/pTmBgsnxuPxjV2e5j5lk/M3/xhi/TVr/4UiSTimxUvwAAAAAAAAAAdlMuxEy8Uj8eKImE/SFwPwmynbo6fHm/RU191NCyUL8DbqkUb2Jev3wr5CGR/YK/i02PAjbGb7/1i/+NTiNTvwx83Y84gEY/3HuE4o4STL9TIvMnG1tmP7CNV+heVGE/NTX2PvgkaD/QVNX4T/xRvzNTkzDwhjg/H5KKbFfXSr8b+wXS5ppSP5F582l3a02/ZiVBEiQVND+X+Swv0vp5P8k4R9bwDnM/xmRnwwSDYj+c7eCJrchzv2tKuxYk5mE/4LOvwc81cz/wuN3K8pFWv4YmVCSC02W/RrTWzWgUcD+sGuzU83ZuP2i0j4aHHlM/tfh+aX5lUz97mJYe5gBXPw6nn3q0DEm/x0tEgEymMD9pVeglVTNNv419SNduIWa/0q8MedzqWz/YNoaFg/BiPzuwNsK991q/xRYs51J6Or8trgGk2CVwvyy+wUbvcG0/pL2jHh4ncj8AAAAAAAAAAKLIGVoq2XY/JVTYBqYhbT8FpZaYAQlHPyUDalMnyQa/5efhJ8uAdL/iKdIFV405v9fDw7XJ9l+/oOFKvSP3WD9bvB2RW+U1v+Uqqvuvfga/IkwL6SaxL7+TXhHGowZbvz5BzKux3HM/X0OKbdTwJ7/x+bfpJ6BzP5IJ7qa3G2g/gMiagYoycT/6p1zX8GFuvx1PxkExUF6/BAtegQvveD9inoigqTx4P11qfYOpMVm/KX8dvcgrZD9VostllP1xvwAAAAAAAAAAPuq2BrB6bL8TKchhgCNVv7hPFKpzVW0/kueApO+TaT9o5WFYrV9ivxp9tBoAXlq/rg1DpRALdz8OV3x1MckhvwbFleB1oli/6HftMui5Zb95i+5aB7BnP9dLXQboRFM/euQGYQMAXT+4PvRt3JBpv3WdsC64LFy/BU2K20RqbD9W028xPGU3v9msJA7/O36/lARvV8LXgr/w54zhIxRNvzhOyone22w/2fw/uV3+Hz84L3Kuew0zPwAAAAAAAAAA7uhOphX8Yz/11jhNChaCv3f7nQSil2K/KeET9DIwSz+uNCSGGi9mv7OdzQ49MnS/rgMV5LPUL79dMRGAAwVvPwAAAAAAAAAAvA+B40Lyb7+7sGUGhHI0v5jL/sPe53O/nj9XNFjdXj9Hb5cwRC1tP0TGxC5KiGS/lYC/vtYRcj+qUBRcxaJlP8tEstRjgmG/NA/A6zd0Qj8DzDTC/qNVP1pHHeI7q1Y/69qbfP6xYL9eB6tLhxpwPwJjsoTBCIu/goiYT6VDVz8YNf8yqIRXP+HptWdZmG6/4NEyu7QERj/TcUyRjBlfv8reFohuemG/AAAAAAAAAADtz5EtZBlYv1Ec8nY+nmy/Fme3Eo1KQb9qGZrD6wUXPwAAAAAAAAAAeOFXoTw4fT/WDiRSOUptP2s8cRbaiUS/kxIdg7LqX78TxPVG4N1Sv0uG9VYVh2w/4e0rL9XyST9OyMTXaM1RP66yOLuCeGi/AAAAAAAAAAAi2fBYE8aBP71pMID3e28/7Pl/ZlVpVL+9Lx5YtaNgvyjSdXlcryy/G5Koj3RYcD9Mp2NCIqJ0v+HK8yStDGc/9/KkgwYEXb9KsyhU9QtgP6Z8opNMDWG/UX/jXIUHV7+2WWhWYBxLv4gT8ysyTnM/Le020E87bj9A5S8FTGJqv5fHwOiyNT2/dabbZg+vVz+M36TLVRY2v28WP4qZaEu/tFkmlYGtcz+V8XFW4S9Qv/JPYinIZ1m/YhKOySyoQL8AAAAAAAAAAGJ0Uefjq1G/vhWeYWB+Iz/1NAukUFlBP8oEn/SenkG/CFZfPYslKD9GdP9xyZZJv4HDiRtpGlY/k3Lp+CZtPT91GFm8JC1Xv61gDBgM2FK/K5EOQTtTGz+Q8Y6/yH1svwHTfUFzp2K/mYxbjgp1Xb/A5h/GnZVBPwdDR3AhYVE/mGTJk4WlW7+klFXfTOFiP8wIwNwZsVU/Ha/yvnPIVz80Qkh2bkloPwVZC79wpAK/+dPEZpFOUL/b8WI5CW5pP71Z4ju97VS/kWHKnTUzOD/GJId1ha1Bv33xTQNIkD0/pYXczSoKOL897SNr1cBwP/IjFFgbjly/ZgqlzHsuY7+6sBxXVoRhv1VaKdkdj1s/AOQlLGgBX79cSopQJuIwv+qS0TWRWH0/5jVg04oUMz9wqL5PdNp2PyZWvw4gR1I/LvlF8dRMdz/xa2fxC1hLv+1A1qe7PiS/JA4ToV0sTD/ohpre5c84v5h/KmZli2a/xcsLqu5RVj8xnp6tBoY7v5lBvDjR+0w/WtTuibbXar9sRt/jM2NtP7lM8kORyDA/XT4sctFNc7/oBnWjOShkvym9Hpufh2C/wOYlHM0WWz8vmNv3ZbhKP6hiYUVcUy+/M9HbipIMVL/TkCwUyf4ZPzXkDgOo/0q/2xKBGs08c78jXCixv6dRvzcSA4MchBk//TVZkDwcDL8Xc4fPWFBUP4hG84BTg1Y/WBCvmZUjWz/jWowlPZJRvwAAAAAAAAAAhUmO0hQ9Wb+AyrSzCbB4P1ltwR/cYVu/xM2mgs+DUj9YCZutT/NgP9W+TUe4DGk/nV8Y37acWb8/53DSc8FVvyRUMMidnYM/dtHd/xQRaD8V9vEFEC1QP6MHFc92J1u/Iyw0E/OlWT8zsq+1PENTP862LyC0XEI/zxItVhNBYb8AAAAAAAAAADZBLPMhT1w/ret2aS8DRr/rMGyr4y9qv/EVvVOGU14/c1Pw1OECZT9D4Gz5Q4lEP8Rtkg+O0lC/spbqt5DkYD9tXNm/VQ1Xv8o5sGPuAHG/AAAAAAAAAADBOC+rQ+tjv/aqjZc0fU+/uggUIuJKOj9M8EKVN+pcv/30I5+/Amy/roaL37P0Zb/pUut6pPpZP0J5uiM7fkg/SPqB8FfYW7+U3epYDzpiP6OsxlAMuWc/9ooLL5GsQj8DCD27NzRWP/M4oPuZ+1Y/ah9yz0WpLr/FWh8gMgJTP3i0To2O424/lG5WjiRMUz+NYsbXEGt1vzS0Jq8Nt14/C3GpG3yTar8QPN5l91ZNP+fi9IeWv0M/vx+peb8bRr+In5uE1ldQv99uAQfEQXG/jhkw1j59Yz/Ou706F2Nbv7ghY3CThXO/iy+zrYCwVD+EETVfEApZv+DWBpuPYnG/2pFJj+KCTL89GrOaXrVFP755PV/KE3E/3m34XwNWfr+z4og1gZ1fP3CtGOjsQlc/yR9T8cYkLT/GQaFFSsBmP+d8zfMa5Ug/AAAAAAAAAAAdhWo6T2huP5YVTw9N0GG/JCxFgZVYQL/HkYXq14E4PzK2wUpN7lw/+XBq27BvYz+kIADA+ONev1qvYHx7QWa/IZoWpjdrer/QmWCjpTlVvwOx5CbrcEw/DsefWwFDNr/r/FxQX0NhvwcaAiAJ0Eo/XDcaRIQYKz+MwO/ZT1hkv6Qokb79UGU/KUeR+Dq9aL+ct5+YmqQxP+u6O9yTslc/XKe77UcWaz9fbxBJnCtPvwKbZZfuZXI/MP0Ai1vSSj8FF4/tr2BbP0Z62F2/318/H4se6UFOXT9LA6hj+19cP89hcKxThU6/AAAAAAAAAADETtw6ZK1xPyvwIq+XOGs/TytCu93tWD8U1cZfGZdZvzzLanRbYHI/YQUg+JcdQb82g5rt7pJiPwdPwAGDuFe/YnaczFi6ST/ip5R1AuVZPxqNDBqdIzw/TjCdb5MYOL8ZJkdRCFQhv/4B0fjpexI/I6mRnfuMXL9Sc/KYmIQzvyh46/vK04I/sNwzk/pdfr/PfzVKdmB6PwAAAAAAAAAA9kHXj9Nlgz+On22e/V9XP/Ljamkp3TY/XJl9hLkfTr8NkPFS7B1iv3B+FUZOkFq/3JpWeL0Wbz/wX88LZf1cPwtpL6pUlmc/dx5jV2asbr9caEhpHQhsP7rra6o2pHO/AAAAAAAAAAAQFntsLSBfv+zkszzWrHE/zkVzQ68DVr8qKZ9a5bZZv0IZuZvvRmW/KkUh62zKYD+nfqGN0EJHv3NX4+PrMGc/1g+UNV0RTL9J6zsD3LRLP2PWwvWCz2Y/Q8o1W8gONb/Dmx/YUk1ePxiSduutqFE/WmKn8pbMfz/XHWYmA793v8zGHYaYKWo/2wl30YcuMj8AAAAAAAAAAPXYX8QDnAO/Qa/aQ97iTT/MqbCBTJhnPyg6UduhAm0/AAAAAAAAAABSQTDtaBZXP/sRH5Sygwm/mbRWJOoRfb+FLqMpMx1DP8mnu6aymG0/tCRqLRPmWT/Ou06wknNyPwGwb/b0DFY/fmnN1zXYdL9fmnpLo8tVv9lb5UbHu1w/UEs6LK9COT8AAAAAAAAAABgAe0OxAYG/XDdy6zQeQ79/r+Uv16xPvzWaY8GaMXi/i3F+ItUydD8BCJC/OVlYP2jo5sFJsj4/rSQtto7YXr8IuVpzAWtoP0r7C/Mj6nM/37lWq/ref789zwLKRgtRv4RSmzEb/Fw/f7u3MmUMXT+8H0e1E6RaP6v4eUcaQlq/ac+Sp1ZkSr9ioHZZVdxrv885WBnB5Xe/AAAAAAAAAABJFYEeGzlSPxqih0GyVmw/t8l+Rq3mc798Z3lXPhMtP27rZm4RcDo/83JUtpaRVz9n8Rs+++5Hv8qIjn5BFnY//7WDz7TTYz8ngPQxWPlwv1R/SgaZmF8/TyIZdscFiL/AfI11fY9pv3ooDrr5s1C/m7WFbnmdYj9pgSOSwN5cv5alNhGlUle/qEVeWtjIUT/ok6B2iRtkvzxXHscxPGW/FjpALA4kTz/Q3OCeqmFkP52uUwGP/1c/8UuSCONfYj/fDYFPoMRCvytXs3iSdVK/5bV3SWfBVz//lUACAF9QP2lw8JPEFj0/PcVa3WuxYj9lIKJ+8bZhv0IYiNWEUju/L7kUdPLnir9SPvX7eK2BPzjzc0n7dYA/Uiom6VjxMz+8TjAbVd5ev5UPqD0VC4m/jzl44Gqjgb/K4GR3M5Vnv1qU78vcxk4/Gw44IfuycL/6x31XuvZSv+1eU+M5FFO/jRg1+CRxdr/OW+y6AJVLPwc3odJrSHQ/XiQb1zSsSr9BCzAipvQ0v5XMLmTjcFa/DN/tI+h0UL/kYKzRLazzvqBlXKY1SHI/+a08kMx8db/n8sFTw3Jfv3iv67NidF2/6NqnlTE2RD/Jv6bGZWd1P1o2B2uCwV+/OMDf6p8agD/T8r86F41xv3Gq4yFS7GK/dletyo8PUz8DSR0p2xNhP4TW57tL3HW/TwhHGwtuSr96GR61RiRzv3koG6cNtmM/UZXyrBsvdr8AAAAAAAAAABn32N7cgF4/pYJxZPB7aT9MwA79Trtsv6naLiNfs1s/0sVSl26Ic79yDHG/IE5iP4hq25y8YWu/O0sDJjSJSb/at6CKyUFbP3LTgg3Q92C/22d+2VW3Uj98hLCYt0pvv8iy/emOOGy/70QCf8m8VD/bdUAVSORWv6T/PQdDtmc/I0vZimSoXj8AAAAAAAAAAJYcHJgoB2U/Kd1GM+FlUT/Ipenhrkx7v/5Wk3ia0zC/P8DxWsGAd78+GpZ4DHQeP0yDyQ6dJWG/gYPNlaDlQb+CxW1CC+o1v1R7oSDF/kG/AAAAAAAAAAAZTz3nFzJqP+s8GA/lsV0/fWwwFUv/TL/iukduSjtMP7daxIrvzkc/I+CQAgtvZD+K2TeZwLVjPwVad2chTEm/FGSfQTIHXj/yzTaN7zJjvwupT8J/iGi/6DF/lTGKZb9d7bE9zXxOv095JKCk8Py+BU7Z1oGtbD8MPKBOUmx1P1vRKhoK6Gc/WbRgUfKGbT88l/geUVllPyKSaqRJKHG/hvLUe/mdXr+5zxC7Fw1Fv4Mb8Np/JWu/3Q37PsD3AL+gQSYsClJXvy6wKHZkOGg/32fdax9CbL/Ll5kJwpJTv0//WxsvgnE/23RdPJvdZL8eATeUiIleP31KfOCVwVU/fh4rTaftPD/5XLv/s+dkPy9jbxAMY3u/I5J6lI2aUz9TEy1KwtRMP7hd1E8mKls/sqeGAqvPb7/LKLtoT/Y7vwAAAAAAAAAAplhKn5orcD+WCYArRkBYv4BoT/H2f2E/HVOZCpeVdb+qAthoBPgwvzissVDnT0A/vTKrRM/fMr/adI1Unw1Xv5508UNSaE0/dBIwLAX7cL/b/+7yuXxtv+Q/5kv8vSk/r/OTT4VEcT8Awh2dH/9QPyhwxUxDFTA/SN1SPtGvWr+AhXGni85yP+OKK6T9Q2k/57un54UZTb8OunZ04cllv09MWkZVySc/nBvLW988HT9WsLZzGgdjP+0I6ZBNQ2e/3kWp7x0ZWT+71Wbo3WxdP4zSeRVBkmM/auDFe0I+ZT8aial6mj8sPwAAAAAAAAAAq++qGQvTQT9tz5lVeIZlv0unE66eX1q/Qat9bX/rMT/64B5G0j1Gvxn4XSzFOGI/avLQr2ZSCz+kFTF+4A0/Pyb8wc5ZKCS/czmc1AxlUr+vRoXz+hRWv5VrxmqMgUy/WBow7sp5eT/n/e9lSbxLPxJbo0F4n0E/S+JaCM9QaT/DIN3b/7ImP8ro9+q3o1S/5W+ZPLmtZL+mxv8zKTJIvwAAAAAAAAAAublzEc4TYb88JxIEWoRiv69Svy97T1o/XEe3voAIVD8HZvaV04dKP7m6zufXPmM/IQPqW+e/WT+6wjARp7tXP4V9AKTM2Ts/x3gpOgQUY79O0i/yjUtqvwAAAAAAAAAA2vvtv6nUWb+4e1P2hgFCvytFElJ3uFU/itiuwFT7a78IQCwvoPI+v3hgQIIAEhU/8sK6toJYSD/DvG2b/C9JvxqGXo++YBG//vssbTqqd79PNXUFPWhWPwlQP47Tq1m/iofvNbIBQr+sbvqM2BJiP3fmtyke4ku/TeZkEDOqTj+5pDP7x71Xv2NyKyfJg2O/NcXDgTJlYr8AAAAAAAAAAPbSCja8QTM/xBaE74oeUD+iAxCPmlBKvxR998jCPGE/AAAAAAAAAADpa4RgGSBTvxpuN/T9JR0/auB6HPwaVj9dS9KFlfBIP0TRi5tU1l0/QCpmi1TgUT9Dd2wlp8levyAaIPzLsFM/a9yMsZtwWb+RwavoX502P06KlbuKNkg/AAAAAAAAAABFrx4yhtR1v2qz+g6YGky/sjXlG/gtVL/vzZLvMYxkv2ToQs6tN32/5L/Q/r7gdL9HCpvgW5FAP6o8Q7J1HES/drBp6CYDcD+8057Raf1vP8ByNQzFp2q/k4yDdMeuYz+gi7XMU9RgP3A/PxYoLmK/+4WXB87jdL81tHvmAGNQv4/+B6T5JkG/ugCaTPecRT9fJC8qoFEavwAAAAAAAAAADnayV258XT+MV7K83TxNPxlKbFm6Qms/HL81Yv3mYL/74mck8/88v7l5/VNTOg4/UQhEgrulWL8cyf5tV8xSP2qsIaUExUa/2c4Iv7RCfT+b5IjXgGR6P7ADA383+mi/t/egI6kWcT8Kc7Pf7DBFv/VSeivfbio/qFP97Zsme791BIOfoGBzPy/jmwtFTXI/p24hDxHZeD+nh3RryfZuv9KowxuVCmK/VfYqjJ/pST9TgiBOhjxhP+SpR9pGB0o/dVZ8wzkYZ78EqwLTAENaP9pSEvvcsea+sUT32wLEYT+/FbEoGthwP13SyybeD2s/lKe3pPfoYL//hILt4RZ/v8ux89mTF2o/GUp8JGvbVD9ebPl4G8JevyUIZLCI/02/ITUeNBiRhb9j3dIaUAFWv9PBlzZplji/WJbDma/KUj9XinC+bt11v34ZpuuzmgI/6WwAMS3O2L7KsjOfQ4xjvzzvXpsF5VU/4epk5XAYWz95VuYdviBXP7EunKsTyU8/JwWDjBexHj/aEA4N+1pZv8THf2wHMV8/GfwbeMZwZj8XHTnllmNtv7kXcQupPWO/pWTIEBf2bT/y6/i5CWNcv/35qUD3FHK/Pj2qw4UJSL+ojvDCoqYuP1iNouUo4CI/SD1T5gUxcD9HeE8dOrU7v0qgbLKvEVs/JTEawbQZdT+STVh3nvJev9X6Ud2uCWs/QHFpSfbQY7+VC4qqp2FcP1mcS7yPkka/AAAAAAAAAABbgKtn9BpQvzE3V2JPQR0/ezUVz+jIVL/ilrBIWCRVv6afv8npwGM/DI6iWAPNUb8FyMsN3flnP5xZWE5dlSm/6DF58hSweD+kN1pzVM06vwVnfh46vkO/o/lDfFhkOr9DrcxQZ9lbP/mbwQ1/23S/jFL3aGVGWr++89kwWW1Av7bG3flUAFI/cMiz/xc7gT8AAAAAAAAAAHFxg+HJd1Q/77qerF1BcT/qFyNfFhxoP/QSnO71D2i/a0AWdfTtVr/W+fUbtttBP8fSPahdBS6/3SgsXw3gXT/VKwkKjthuvwAAAAAAAAAAup+CxSqlUz9I0pNdFj0mv2GdtQ6SaWU/InhcBGOVab9wmcgzet5gv36WJi9FE2A/hT3N7cI8Yr9+VZbpm1FWv3j6acoQLyg/KLNlyeNGWz8TZAf7FrQSP3wUlppRjDQ/hF4W24CyAr8gdt7riadmPwL0l2qKt1q/Ggwh77w0QT8p9tNrtEBUv5FVQqQEVFY/d9itUlb5gr8=", + "dtype": "f8" + }, + "yaxis": "y2" + }, + { + "line": { + "color": "#d55181", + "width": 1.2 + }, + "mode": "lines", + "name": "fed_funds_level_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-01T00:00:00.000000", + "2016-01-04T00:00:00.000000", + "2016-01-05T00:00:00.000000", + "2016-01-06T00:00:00.000000", + "2016-01-07T00:00:00.000000", + "2016-01-08T00:00:00.000000", + "2016-01-11T00:00:00.000000", + "2016-01-12T00:00:00.000000", + "2016-01-13T00:00:00.000000", + "2016-01-14T00:00:00.000000", + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000", + "2026-07-16T00:00:00.000000", + "2026-07-17T00:00:00.000000", + "2026-07-20T00:00:00.000000", + "2026-07-21T00:00:00.000000", + "2026-07-22T00:00:00.000000", + "2026-07-23T00:00:00.000000", + "2026-07-24T00:00:00.000000", + "2026-07-27T00:00:00.000000", + "2026-07-28T00:00:00.000000", + "2026-07-29T00:00:00.000000", + "2026-07-30T00:00:00.000000", + "2026-07-31T00:00:00.000000", + "2026-08-03T00:00:00.000000", + "2026-08-04T00:00:00.000000" + ], + "xaxis": "x3", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y3" + }, + { + "line": { + "color": "#c98500", + "width": 1.2 + }, + "mode": "lines", + "name": "nasdaq_log_ret_1b_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-06T00:00:00.000000000", + "2016-01-07T00:00:00.000000000", + "2016-01-08T00:00:00.000000000", + "2016-01-11T00:00:00.000000000", + "2016-01-12T00:00:00.000000000", + "2016-01-13T00:00:00.000000000", + "2016-01-14T00:00:00.000000000", + "2016-01-15T00:00:00.000000000", + "2016-01-19T00:00:00.000000000", + "2016-01-20T00:00:00.000000000", + "2016-01-21T00:00:00.000000000", + "2016-01-22T00:00:00.000000000", + "2016-01-25T00:00:00.000000000", + "2016-01-26T00:00:00.000000000", + "2016-01-27T00:00:00.000000000", + "2016-01-28T00:00:00.000000000", + "2016-01-29T00:00:00.000000000", + "2016-02-01T00:00:00.000000000", + "2016-02-02T00:00:00.000000000", + "2016-02-03T00:00:00.000000000", + "2016-02-04T00:00:00.000000000", + "2016-02-05T00:00:00.000000000", + "2016-02-08T00:00:00.000000000", + "2016-02-09T00:00:00.000000000", + "2016-02-10T00:00:00.000000000", + "2016-02-11T00:00:00.000000000", + "2016-02-12T00:00:00.000000000", + "2016-02-16T00:00:00.000000000", + "2016-02-17T00:00:00.000000000", + "2016-02-18T00:00:00.000000000", + "2016-02-19T00:00:00.000000000", + "2016-02-22T00:00:00.000000000", + "2016-02-23T00:00:00.000000000", + "2016-02-24T00:00:00.000000000", + "2016-02-25T00:00:00.000000000", + "2016-02-26T00:00:00.000000000", + "2016-02-29T00:00:00.000000000", + "2016-03-01T00:00:00.000000000", + "2016-03-02T00:00:00.000000000", + "2016-03-03T00:00:00.000000000", + "2016-03-04T00:00:00.000000000", + "2016-03-07T00:00:00.000000000", + "2016-03-08T00:00:00.000000000", + "2016-03-09T00:00:00.000000000", + "2016-03-10T00:00:00.000000000", + "2016-03-11T00:00:00.000000000", + "2016-03-14T00:00:00.000000000", + "2016-03-15T00:00:00.000000000", + "2016-03-16T00:00:00.000000000", + "2016-03-17T00:00:00.000000000", + "2016-03-18T00:00:00.000000000", + "2016-03-21T00:00:00.000000000", + "2016-03-22T00:00:00.000000000", + "2016-03-23T00:00:00.000000000", + "2016-03-24T00:00:00.000000000", + "2016-03-28T00:00:00.000000000", + "2016-03-29T00:00:00.000000000", + "2016-03-30T00:00:00.000000000", + "2016-03-31T00:00:00.000000000", + "2016-04-01T00:00:00.000000000", + "2016-04-04T00:00:00.000000000", + "2016-04-05T00:00:00.000000000", + "2016-04-06T00:00:00.000000000", + "2016-04-07T00:00:00.000000000", + "2016-04-08T00:00:00.000000000", + "2016-04-11T00:00:00.000000000", + "2016-04-12T00:00:00.000000000", + "2016-04-13T00:00:00.000000000", + "2016-04-14T00:00:00.000000000", + "2016-04-15T00:00:00.000000000", + "2016-04-18T00:00:00.000000000", + "2016-04-19T00:00:00.000000000", + "2016-04-20T00:00:00.000000000", + "2016-04-21T00:00:00.000000000", + "2016-04-22T00:00:00.000000000", + "2016-04-25T00:00:00.000000000", + "2016-04-26T00:00:00.000000000", + "2016-04-27T00:00:00.000000000", + "2016-04-28T00:00:00.000000000", + "2016-04-29T00:00:00.000000000", + "2016-05-02T00:00:00.000000000", + "2016-05-03T00:00:00.000000000", + "2016-05-04T00:00:00.000000000", + "2016-05-05T00:00:00.000000000", + "2016-05-06T00:00:00.000000000", + "2016-05-09T00:00:00.000000000", + "2016-05-10T00:00:00.000000000", + "2016-05-11T00:00:00.000000000", + "2016-05-12T00:00:00.000000000", + "2016-05-13T00:00:00.000000000", + "2016-05-16T00:00:00.000000000", + "2016-05-17T00:00:00.000000000", + "2016-05-18T00:00:00.000000000", + "2016-05-19T00:00:00.000000000", + "2016-05-20T00:00:00.000000000", + "2016-05-23T00:00:00.000000000", + "2016-05-24T00:00:00.000000000", + "2016-05-25T00:00:00.000000000", + "2016-05-26T00:00:00.000000000", + "2016-05-27T00:00:00.000000000", + "2016-05-31T00:00:00.000000000", + "2016-06-01T00:00:00.000000000", + "2016-06-02T00:00:00.000000000", + "2016-06-03T00:00:00.000000000", + "2016-06-06T00:00:00.000000000", + "2016-06-07T00:00:00.000000000", + "2016-06-08T00:00:00.000000000", + "2016-06-09T00:00:00.000000000", + "2016-06-10T00:00:00.000000000", + "2016-06-13T00:00:00.000000000", + "2016-06-14T00:00:00.000000000", + "2016-06-15T00:00:00.000000000", + "2016-06-16T00:00:00.000000000", + "2016-06-17T00:00:00.000000000", + "2016-06-20T00:00:00.000000000", + "2016-06-21T00:00:00.000000000", + "2016-06-22T00:00:00.000000000", + "2016-06-23T00:00:00.000000000", + "2016-06-24T00:00:00.000000000", + "2016-06-27T00:00:00.000000000", + "2016-06-28T00:00:00.000000000", + "2016-06-29T00:00:00.000000000", + "2016-06-30T00:00:00.000000000", + "2016-07-01T00:00:00.000000000", + "2016-07-05T00:00:00.000000000", + "2016-07-06T00:00:00.000000000", + "2016-07-07T00:00:00.000000000", + "2016-07-08T00:00:00.000000000", + "2016-07-11T00:00:00.000000000", + "2016-07-12T00:00:00.000000000", + "2016-07-13T00:00:00.000000000", + "2016-07-14T00:00:00.000000000", + "2016-07-15T00:00:00.000000000", + "2016-07-18T00:00:00.000000000", + "2016-07-19T00:00:00.000000000", + "2016-07-20T00:00:00.000000000", + "2016-07-21T00:00:00.000000000", + "2016-07-22T00:00:00.000000000", + "2016-07-25T00:00:00.000000000", + "2016-07-26T00:00:00.000000000", + "2016-07-27T00:00:00.000000000", + "2016-07-28T00:00:00.000000000", + "2016-07-29T00:00:00.000000000", + "2016-08-01T00:00:00.000000000", + "2016-08-02T00:00:00.000000000", + "2016-08-03T00:00:00.000000000", + "2016-08-04T00:00:00.000000000", + "2016-08-05T00:00:00.000000000", + "2016-08-08T00:00:00.000000000", + "2016-08-09T00:00:00.000000000", + "2016-08-10T00:00:00.000000000", + "2016-08-11T00:00:00.000000000", + "2016-08-12T00:00:00.000000000", + "2016-08-15T00:00:00.000000000", + "2016-08-16T00:00:00.000000000", + "2016-08-17T00:00:00.000000000", + "2016-08-18T00:00:00.000000000", + "2016-08-19T00:00:00.000000000", + "2016-08-22T00:00:00.000000000", + "2016-08-23T00:00:00.000000000", + "2016-08-24T00:00:00.000000000", + "2016-08-25T00:00:00.000000000", + "2016-08-26T00:00:00.000000000", + "2016-08-29T00:00:00.000000000", + "2016-08-30T00:00:00.000000000", + "2016-08-31T00:00:00.000000000", + "2016-09-01T00:00:00.000000000", + "2016-09-02T00:00:00.000000000", + "2016-09-06T00:00:00.000000000", + "2016-09-07T00:00:00.000000000", + "2016-09-08T00:00:00.000000000", + "2016-09-09T00:00:00.000000000", + "2016-09-12T00:00:00.000000000", + "2016-09-13T00:00:00.000000000", + "2016-09-14T00:00:00.000000000", + "2016-09-15T00:00:00.000000000", + "2016-09-16T00:00:00.000000000", + "2016-09-19T00:00:00.000000000", + "2016-09-20T00:00:00.000000000", + "2016-09-21T00:00:00.000000000", + "2016-09-22T00:00:00.000000000", + "2016-09-23T00:00:00.000000000", + "2016-09-26T00:00:00.000000000", + "2016-09-27T00:00:00.000000000", + "2016-09-28T00:00:00.000000000", + "2016-09-29T00:00:00.000000000", + "2016-09-30T00:00:00.000000000", + "2016-10-03T00:00:00.000000000", + "2016-10-04T00:00:00.000000000", + "2016-10-05T00:00:00.000000000", + "2016-10-06T00:00:00.000000000", + "2016-10-07T00:00:00.000000000", + "2016-10-10T00:00:00.000000000", + "2016-10-11T00:00:00.000000000", + "2016-10-12T00:00:00.000000000", + "2016-10-13T00:00:00.000000000", + "2016-10-14T00:00:00.000000000", + "2016-10-17T00:00:00.000000000", + "2016-10-18T00:00:00.000000000", + "2016-10-19T00:00:00.000000000", + "2016-10-20T00:00:00.000000000", + "2016-10-21T00:00:00.000000000", + "2016-10-24T00:00:00.000000000", + "2016-10-25T00:00:00.000000000", + "2016-10-26T00:00:00.000000000", + "2016-10-27T00:00:00.000000000", + "2016-10-28T00:00:00.000000000", + "2016-10-31T00:00:00.000000000", + "2016-11-01T00:00:00.000000000", + "2016-11-02T00:00:00.000000000", + "2016-11-03T00:00:00.000000000", + "2016-11-04T00:00:00.000000000", + "2016-11-07T00:00:00.000000000", + "2016-11-08T00:00:00.000000000", + "2016-11-09T00:00:00.000000000", + "2016-11-10T00:00:00.000000000", + "2016-11-11T00:00:00.000000000", + "2016-11-14T00:00:00.000000000", + "2016-11-15T00:00:00.000000000", + "2016-11-16T00:00:00.000000000", + "2016-11-17T00:00:00.000000000", + "2016-11-18T00:00:00.000000000", + "2016-11-21T00:00:00.000000000", + "2016-11-22T00:00:00.000000000", + "2016-11-23T00:00:00.000000000", + "2016-11-25T00:00:00.000000000", + "2016-11-28T00:00:00.000000000", + "2016-11-29T00:00:00.000000000", + "2016-11-30T00:00:00.000000000", + "2016-12-01T00:00:00.000000000", + "2016-12-02T00:00:00.000000000", + "2016-12-05T00:00:00.000000000", + "2016-12-06T00:00:00.000000000", + "2016-12-07T00:00:00.000000000", + "2016-12-08T00:00:00.000000000", + "2016-12-09T00:00:00.000000000", + "2016-12-12T00:00:00.000000000", + "2016-12-13T00:00:00.000000000", + "2016-12-14T00:00:00.000000000", + "2016-12-15T00:00:00.000000000", + "2016-12-16T00:00:00.000000000", + "2016-12-19T00:00:00.000000000", + "2016-12-20T00:00:00.000000000", + "2016-12-21T00:00:00.000000000", + "2016-12-22T00:00:00.000000000", + "2016-12-23T00:00:00.000000000", + "2016-12-27T00:00:00.000000000", + "2016-12-28T00:00:00.000000000", + "2016-12-29T00:00:00.000000000", + "2016-12-30T00:00:00.000000000", + "2017-01-03T00:00:00.000000000", + "2017-01-04T00:00:00.000000000", + "2017-01-05T00:00:00.000000000", + "2017-01-06T00:00:00.000000000", + "2017-01-09T00:00:00.000000000", + "2017-01-10T00:00:00.000000000", + "2017-01-11T00:00:00.000000000", + "2017-01-12T00:00:00.000000000", + "2017-01-13T00:00:00.000000000", + "2017-01-17T00:00:00.000000000", + "2017-01-18T00:00:00.000000000", + "2017-01-19T00:00:00.000000000", + "2017-01-20T00:00:00.000000000", + "2017-01-23T00:00:00.000000000", + "2017-01-24T00:00:00.000000000", + "2017-01-25T00:00:00.000000000", + "2017-01-26T00:00:00.000000000", + "2017-01-27T00:00:00.000000000", + "2017-01-30T00:00:00.000000000", + "2017-01-31T00:00:00.000000000", + "2017-02-01T00:00:00.000000000", + "2017-02-02T00:00:00.000000000", + "2017-02-03T00:00:00.000000000", + "2017-02-06T00:00:00.000000000", + "2017-02-07T00:00:00.000000000", + "2017-02-08T00:00:00.000000000", + "2017-02-09T00:00:00.000000000", + "2017-02-10T00:00:00.000000000", + "2017-02-13T00:00:00.000000000", + "2017-02-14T00:00:00.000000000", + "2017-02-15T00:00:00.000000000", + "2017-02-16T00:00:00.000000000", + "2017-02-17T00:00:00.000000000", + "2017-02-21T00:00:00.000000000", + "2017-02-22T00:00:00.000000000", + "2017-02-23T00:00:00.000000000", + "2017-02-24T00:00:00.000000000", + "2017-02-27T00:00:00.000000000", + "2017-02-28T00:00:00.000000000", + "2017-03-01T00:00:00.000000000", + "2017-03-02T00:00:00.000000000", + "2017-03-03T00:00:00.000000000", + "2017-03-06T00:00:00.000000000", + "2017-03-07T00:00:00.000000000", + "2017-03-08T00:00:00.000000000", + "2017-03-09T00:00:00.000000000", + "2017-03-10T00:00:00.000000000", + "2017-03-13T00:00:00.000000000", + "2017-03-14T00:00:00.000000000", + "2017-03-15T00:00:00.000000000", + "2017-03-16T00:00:00.000000000", + "2017-03-17T00:00:00.000000000", + "2017-03-20T00:00:00.000000000", + "2017-03-21T00:00:00.000000000", + "2017-03-22T00:00:00.000000000", + "2017-03-23T00:00:00.000000000", + "2017-03-24T00:00:00.000000000", + "2017-03-27T00:00:00.000000000", + "2017-03-28T00:00:00.000000000", + "2017-03-29T00:00:00.000000000", + "2017-03-30T00:00:00.000000000", + "2017-03-31T00:00:00.000000000", + "2017-04-03T00:00:00.000000000", + "2017-04-04T00:00:00.000000000", + "2017-04-05T00:00:00.000000000", + "2017-04-06T00:00:00.000000000", + "2017-04-07T00:00:00.000000000", + "2017-04-10T00:00:00.000000000", + "2017-04-11T00:00:00.000000000", + "2017-04-12T00:00:00.000000000", + "2017-04-13T00:00:00.000000000", + "2017-04-17T00:00:00.000000000", + "2017-04-18T00:00:00.000000000", + "2017-04-19T00:00:00.000000000", + "2017-04-20T00:00:00.000000000", + "2017-04-21T00:00:00.000000000", + "2017-04-24T00:00:00.000000000", + "2017-04-25T00:00:00.000000000", + "2017-04-26T00:00:00.000000000", + "2017-04-27T00:00:00.000000000", + "2017-04-28T00:00:00.000000000", + "2017-05-01T00:00:00.000000000", + "2017-05-02T00:00:00.000000000", + "2017-05-03T00:00:00.000000000", + "2017-05-04T00:00:00.000000000", + "2017-05-05T00:00:00.000000000", + "2017-05-08T00:00:00.000000000", + "2017-05-09T00:00:00.000000000", + "2017-05-10T00:00:00.000000000", + "2017-05-11T00:00:00.000000000", + "2017-05-12T00:00:00.000000000", + "2017-05-15T00:00:00.000000000", + "2017-05-16T00:00:00.000000000", + "2017-05-17T00:00:00.000000000", + "2017-05-18T00:00:00.000000000", + "2017-05-19T00:00:00.000000000", + "2017-05-22T00:00:00.000000000", + "2017-05-23T00:00:00.000000000", + "2017-05-24T00:00:00.000000000", + "2017-05-25T00:00:00.000000000", + "2017-05-26T00:00:00.000000000", + "2017-05-30T00:00:00.000000000", + "2017-05-31T00:00:00.000000000", + "2017-06-01T00:00:00.000000000", + "2017-06-02T00:00:00.000000000", + "2017-06-05T00:00:00.000000000", + "2017-06-06T00:00:00.000000000", + "2017-06-07T00:00:00.000000000", + "2017-06-08T00:00:00.000000000", + "2017-06-09T00:00:00.000000000", + "2017-06-12T00:00:00.000000000", + "2017-06-13T00:00:00.000000000", + "2017-06-14T00:00:00.000000000", + "2017-06-15T00:00:00.000000000", + "2017-06-16T00:00:00.000000000", + "2017-06-19T00:00:00.000000000", + "2017-06-20T00:00:00.000000000", + "2017-06-21T00:00:00.000000000", + "2017-06-22T00:00:00.000000000", + "2017-06-23T00:00:00.000000000", + "2017-06-26T00:00:00.000000000", + "2017-06-27T00:00:00.000000000", + "2017-06-28T00:00:00.000000000", + "2017-06-29T00:00:00.000000000", + "2017-06-30T00:00:00.000000000", + "2017-07-03T00:00:00.000000000", + "2017-07-05T00:00:00.000000000", + "2017-07-06T00:00:00.000000000", + "2017-07-07T00:00:00.000000000", + "2017-07-10T00:00:00.000000000", + "2017-07-11T00:00:00.000000000", + "2017-07-12T00:00:00.000000000", + "2017-07-13T00:00:00.000000000", + "2017-07-14T00:00:00.000000000", + "2017-07-17T00:00:00.000000000", + "2017-07-18T00:00:00.000000000", + "2017-07-19T00:00:00.000000000", + "2017-07-20T00:00:00.000000000", + "2017-07-21T00:00:00.000000000", + "2017-07-24T00:00:00.000000000", + "2017-07-25T00:00:00.000000000", + "2017-07-26T00:00:00.000000000", + "2017-07-27T00:00:00.000000000", + "2017-07-28T00:00:00.000000000", + "2017-07-31T00:00:00.000000000", + "2017-08-01T00:00:00.000000000", + "2017-08-02T00:00:00.000000000", + "2017-08-03T00:00:00.000000000", + "2017-08-04T00:00:00.000000000", + "2017-08-07T00:00:00.000000000", + "2017-08-08T00:00:00.000000000", + "2017-08-09T00:00:00.000000000", + "2017-08-10T00:00:00.000000000", + "2017-08-11T00:00:00.000000000", + "2017-08-14T00:00:00.000000000", + "2017-08-15T00:00:00.000000000", + "2017-08-16T00:00:00.000000000", + "2017-08-17T00:00:00.000000000", + "2017-08-18T00:00:00.000000000", + "2017-08-21T00:00:00.000000000", + "2017-08-22T00:00:00.000000000", + "2017-08-23T00:00:00.000000000", + "2017-08-24T00:00:00.000000000", + "2017-08-25T00:00:00.000000000", + "2017-08-28T00:00:00.000000000", + "2017-08-29T00:00:00.000000000", + "2017-08-30T00:00:00.000000000", + "2017-08-31T00:00:00.000000000", + "2017-09-01T00:00:00.000000000", + "2017-09-05T00:00:00.000000000", + "2017-09-06T00:00:00.000000000", + "2017-09-07T00:00:00.000000000", + "2017-09-08T00:00:00.000000000", + "2017-09-11T00:00:00.000000000", + "2017-09-12T00:00:00.000000000", + "2017-09-13T00:00:00.000000000", + "2017-09-14T00:00:00.000000000", + "2017-09-15T00:00:00.000000000", + "2017-09-18T00:00:00.000000000", + "2017-09-19T00:00:00.000000000", + "2017-09-20T00:00:00.000000000", + "2017-09-21T00:00:00.000000000", + "2017-09-22T00:00:00.000000000", + "2017-09-25T00:00:00.000000000", + "2017-09-26T00:00:00.000000000", + "2017-09-27T00:00:00.000000000", + "2017-09-28T00:00:00.000000000", + "2017-09-29T00:00:00.000000000", + "2017-10-02T00:00:00.000000000", + "2017-10-03T00:00:00.000000000", + "2017-10-04T00:00:00.000000000", + "2017-10-05T00:00:00.000000000", + "2017-10-06T00:00:00.000000000", + "2017-10-09T00:00:00.000000000", + "2017-10-10T00:00:00.000000000", + "2017-10-11T00:00:00.000000000", + "2017-10-12T00:00:00.000000000", + "2017-10-13T00:00:00.000000000", + "2017-10-16T00:00:00.000000000", + "2017-10-17T00:00:00.000000000", + "2017-10-18T00:00:00.000000000", + "2017-10-19T00:00:00.000000000", + "2017-10-20T00:00:00.000000000", + "2017-10-23T00:00:00.000000000", + "2017-10-24T00:00:00.000000000", + "2017-10-25T00:00:00.000000000", + "2017-10-26T00:00:00.000000000", + "2017-10-27T00:00:00.000000000", + "2017-10-30T00:00:00.000000000", + "2017-10-31T00:00:00.000000000", + "2017-11-01T00:00:00.000000000", + "2017-11-02T00:00:00.000000000", + "2017-11-03T00:00:00.000000000", + "2017-11-06T00:00:00.000000000", + "2017-11-07T00:00:00.000000000", + "2017-11-08T00:00:00.000000000", + "2017-11-09T00:00:00.000000000", + "2017-11-10T00:00:00.000000000", + "2017-11-13T00:00:00.000000000", + "2017-11-14T00:00:00.000000000", + "2017-11-15T00:00:00.000000000", + "2017-11-16T00:00:00.000000000", + "2017-11-17T00:00:00.000000000", + "2017-11-20T00:00:00.000000000", + "2017-11-21T00:00:00.000000000", + "2017-11-22T00:00:00.000000000", + "2017-11-24T00:00:00.000000000", + "2017-11-27T00:00:00.000000000", + "2017-11-28T00:00:00.000000000", + "2017-11-29T00:00:00.000000000", + "2017-11-30T00:00:00.000000000", + "2017-12-01T00:00:00.000000000", + "2017-12-04T00:00:00.000000000", + "2017-12-05T00:00:00.000000000", + "2017-12-06T00:00:00.000000000", + "2017-12-07T00:00:00.000000000", + "2017-12-08T00:00:00.000000000", + "2017-12-11T00:00:00.000000000", + "2017-12-12T00:00:00.000000000", + "2017-12-13T00:00:00.000000000", + "2017-12-14T00:00:00.000000000", + "2017-12-15T00:00:00.000000000", + "2017-12-18T00:00:00.000000000", + "2017-12-19T00:00:00.000000000", + "2017-12-20T00:00:00.000000000", + "2017-12-21T00:00:00.000000000", + "2017-12-22T00:00:00.000000000", + "2017-12-26T00:00:00.000000000", + "2017-12-27T00:00:00.000000000", + "2017-12-28T00:00:00.000000000", + "2017-12-29T00:00:00.000000000", + "2018-01-02T00:00:00.000000000", + "2018-01-03T00:00:00.000000000", + "2018-01-04T00:00:00.000000000", + "2018-01-05T00:00:00.000000000", + "2018-01-08T00:00:00.000000000", + "2018-01-09T00:00:00.000000000", + "2018-01-10T00:00:00.000000000", + "2018-01-11T00:00:00.000000000", + "2018-01-12T00:00:00.000000000", + "2018-01-16T00:00:00.000000000", + "2018-01-17T00:00:00.000000000", + "2018-01-18T00:00:00.000000000", + "2018-01-19T00:00:00.000000000", + "2018-01-22T00:00:00.000000000", + "2018-01-23T00:00:00.000000000", + "2018-01-24T00:00:00.000000000", + "2018-01-25T00:00:00.000000000", + "2018-01-26T00:00:00.000000000", + "2018-01-29T00:00:00.000000000", + "2018-01-30T00:00:00.000000000", + "2018-01-31T00:00:00.000000000", + "2018-02-01T00:00:00.000000000", + "2018-02-02T00:00:00.000000000", + "2018-02-05T00:00:00.000000000", + "2018-02-06T00:00:00.000000000", + "2018-02-07T00:00:00.000000000", + "2018-02-08T00:00:00.000000000", + "2018-02-09T00:00:00.000000000", + "2018-02-12T00:00:00.000000000", + "2018-02-13T00:00:00.000000000", + "2018-02-14T00:00:00.000000000", + "2018-02-15T00:00:00.000000000", + "2018-02-16T00:00:00.000000000", + "2018-02-20T00:00:00.000000000", + "2018-02-21T00:00:00.000000000", + "2018-02-22T00:00:00.000000000", + "2018-02-23T00:00:00.000000000", + "2018-02-26T00:00:00.000000000", + "2018-02-27T00:00:00.000000000", + "2018-02-28T00:00:00.000000000", + "2018-03-01T00:00:00.000000000", + "2018-03-02T00:00:00.000000000", + "2018-03-05T00:00:00.000000000", + "2018-03-06T00:00:00.000000000", + "2018-03-07T00:00:00.000000000", + "2018-03-08T00:00:00.000000000", + "2018-03-09T00:00:00.000000000", + "2018-03-12T00:00:00.000000000", + "2018-03-13T00:00:00.000000000", + "2018-03-14T00:00:00.000000000", + "2018-03-15T00:00:00.000000000", + "2018-03-16T00:00:00.000000000", + "2018-03-19T00:00:00.000000000", + "2018-03-20T00:00:00.000000000", + "2018-03-21T00:00:00.000000000", + "2018-03-22T00:00:00.000000000", + "2018-03-23T00:00:00.000000000", + "2018-03-26T00:00:00.000000000", + "2018-03-27T00:00:00.000000000", + "2018-03-28T00:00:00.000000000", + "2018-03-29T00:00:00.000000000", + "2018-04-02T00:00:00.000000000", + "2018-04-03T00:00:00.000000000", + "2018-04-04T00:00:00.000000000", + "2018-04-05T00:00:00.000000000", + "2018-04-06T00:00:00.000000000", + "2018-04-09T00:00:00.000000000", + "2018-04-10T00:00:00.000000000", + "2018-04-11T00:00:00.000000000", + "2018-04-12T00:00:00.000000000", + "2018-04-13T00:00:00.000000000", + "2018-04-16T00:00:00.000000000", + "2018-04-17T00:00:00.000000000", + "2018-04-18T00:00:00.000000000", + "2018-04-19T00:00:00.000000000", + "2018-04-20T00:00:00.000000000", + "2018-04-23T00:00:00.000000000", + "2018-04-24T00:00:00.000000000", + "2018-04-25T00:00:00.000000000", + "2018-04-26T00:00:00.000000000", + "2018-04-27T00:00:00.000000000", + "2018-04-30T00:00:00.000000000", + "2018-05-01T00:00:00.000000000", + "2018-05-02T00:00:00.000000000", + "2018-05-03T00:00:00.000000000", + "2018-05-04T00:00:00.000000000", + "2018-05-07T00:00:00.000000000", + "2018-05-08T00:00:00.000000000", + "2018-05-09T00:00:00.000000000", + "2018-05-10T00:00:00.000000000", + "2018-05-11T00:00:00.000000000", + "2018-05-14T00:00:00.000000000", + "2018-05-15T00:00:00.000000000", + "2018-05-16T00:00:00.000000000", + "2018-05-17T00:00:00.000000000", + "2018-05-18T00:00:00.000000000", + "2018-05-21T00:00:00.000000000", + "2018-05-22T00:00:00.000000000", + "2018-05-23T00:00:00.000000000", + "2018-05-24T00:00:00.000000000", + "2018-05-25T00:00:00.000000000", + "2018-05-29T00:00:00.000000000", + "2018-05-30T00:00:00.000000000", + "2018-05-31T00:00:00.000000000", + "2018-06-01T00:00:00.000000000", + "2018-06-04T00:00:00.000000000", + "2018-06-05T00:00:00.000000000", + "2018-06-06T00:00:00.000000000", + "2018-06-07T00:00:00.000000000", + "2018-06-08T00:00:00.000000000", + "2018-06-11T00:00:00.000000000", + "2018-06-12T00:00:00.000000000", + "2018-06-13T00:00:00.000000000", + "2018-06-14T00:00:00.000000000", + "2018-06-15T00:00:00.000000000", + "2018-06-18T00:00:00.000000000", + "2018-06-19T00:00:00.000000000", + "2018-06-20T00:00:00.000000000", + "2018-06-21T00:00:00.000000000", + "2018-06-22T00:00:00.000000000", + "2018-06-25T00:00:00.000000000", + "2018-06-26T00:00:00.000000000", + "2018-06-27T00:00:00.000000000", + "2018-06-28T00:00:00.000000000", + "2018-06-29T00:00:00.000000000", + "2018-07-02T00:00:00.000000000", + "2018-07-03T00:00:00.000000000", + "2018-07-05T00:00:00.000000000", + "2018-07-06T00:00:00.000000000", + "2018-07-09T00:00:00.000000000", + "2018-07-10T00:00:00.000000000", + "2018-07-11T00:00:00.000000000", + "2018-07-12T00:00:00.000000000", + "2018-07-13T00:00:00.000000000", + "2018-07-16T00:00:00.000000000", + "2018-07-17T00:00:00.000000000", + "2018-07-18T00:00:00.000000000", + "2018-07-19T00:00:00.000000000", + "2018-07-20T00:00:00.000000000", + "2018-07-23T00:00:00.000000000", + "2018-07-24T00:00:00.000000000", + "2018-07-25T00:00:00.000000000", + "2018-07-26T00:00:00.000000000", + "2018-07-27T00:00:00.000000000", + "2018-07-30T00:00:00.000000000", + "2018-07-31T00:00:00.000000000", + "2018-08-01T00:00:00.000000000", + "2018-08-02T00:00:00.000000000", + "2018-08-03T00:00:00.000000000", + "2018-08-06T00:00:00.000000000", + "2018-08-07T00:00:00.000000000", + "2018-08-08T00:00:00.000000000", + "2018-08-09T00:00:00.000000000", + "2018-08-10T00:00:00.000000000", + "2018-08-13T00:00:00.000000000", + "2018-08-14T00:00:00.000000000", + "2018-08-15T00:00:00.000000000", + "2018-08-16T00:00:00.000000000", + "2018-08-17T00:00:00.000000000", + "2018-08-20T00:00:00.000000000", + "2018-08-21T00:00:00.000000000", + "2018-08-22T00:00:00.000000000", + "2018-08-23T00:00:00.000000000", + "2018-08-24T00:00:00.000000000", + "2018-08-27T00:00:00.000000000", + "2018-08-28T00:00:00.000000000", + "2018-08-29T00:00:00.000000000", + "2018-08-30T00:00:00.000000000", + "2018-08-31T00:00:00.000000000", + "2018-09-04T00:00:00.000000000", + "2018-09-05T00:00:00.000000000", + "2018-09-06T00:00:00.000000000", + "2018-09-07T00:00:00.000000000", + "2018-09-10T00:00:00.000000000", + "2018-09-11T00:00:00.000000000", + "2018-09-12T00:00:00.000000000", + "2018-09-13T00:00:00.000000000", + "2018-09-14T00:00:00.000000000", + "2018-09-17T00:00:00.000000000", + "2018-09-18T00:00:00.000000000", + "2018-09-19T00:00:00.000000000", + "2018-09-20T00:00:00.000000000", + "2018-09-21T00:00:00.000000000", + "2018-09-24T00:00:00.000000000", + "2018-09-25T00:00:00.000000000", + "2018-09-26T00:00:00.000000000", + "2018-09-27T00:00:00.000000000", + "2018-09-28T00:00:00.000000000", + "2018-10-01T00:00:00.000000000", + "2018-10-02T00:00:00.000000000", + "2018-10-03T00:00:00.000000000", + "2018-10-04T00:00:00.000000000", + "2018-10-05T00:00:00.000000000", + "2018-10-08T00:00:00.000000000", + "2018-10-09T00:00:00.000000000", + "2018-10-10T00:00:00.000000000", + "2018-10-11T00:00:00.000000000", + "2018-10-12T00:00:00.000000000", + "2018-10-15T00:00:00.000000000", + "2018-10-16T00:00:00.000000000", + "2018-10-17T00:00:00.000000000", + "2018-10-18T00:00:00.000000000", + "2018-10-19T00:00:00.000000000", + "2018-10-22T00:00:00.000000000", + "2018-10-23T00:00:00.000000000", + "2018-10-24T00:00:00.000000000", + "2018-10-25T00:00:00.000000000", + "2018-10-26T00:00:00.000000000", + "2018-10-29T00:00:00.000000000", + "2018-10-30T00:00:00.000000000", + "2018-10-31T00:00:00.000000000", + "2018-11-01T00:00:00.000000000", + "2018-11-02T00:00:00.000000000", + "2018-11-05T00:00:00.000000000", + "2018-11-06T00:00:00.000000000", + "2018-11-07T00:00:00.000000000", + "2018-11-08T00:00:00.000000000", + "2018-11-09T00:00:00.000000000", + "2018-11-12T00:00:00.000000000", + "2018-11-13T00:00:00.000000000", + "2018-11-14T00:00:00.000000000", + "2018-11-15T00:00:00.000000000", + "2018-11-16T00:00:00.000000000", + "2018-11-19T00:00:00.000000000", + "2018-11-20T00:00:00.000000000", + "2018-11-21T00:00:00.000000000", + "2018-11-23T00:00:00.000000000", + "2018-11-26T00:00:00.000000000", + "2018-11-27T00:00:00.000000000", + "2018-11-28T00:00:00.000000000", + "2018-11-29T00:00:00.000000000", + "2018-11-30T00:00:00.000000000", + "2018-12-03T00:00:00.000000000", + "2018-12-04T00:00:00.000000000", + "2018-12-06T00:00:00.000000000", + "2018-12-07T00:00:00.000000000", + "2018-12-10T00:00:00.000000000", + "2018-12-11T00:00:00.000000000", + "2018-12-12T00:00:00.000000000", + "2018-12-13T00:00:00.000000000", + "2018-12-14T00:00:00.000000000", + "2018-12-17T00:00:00.000000000", + "2018-12-18T00:00:00.000000000", + "2018-12-19T00:00:00.000000000", + "2018-12-20T00:00:00.000000000", + "2018-12-21T00:00:00.000000000", + "2018-12-24T00:00:00.000000000", + "2018-12-26T00:00:00.000000000", + "2018-12-27T00:00:00.000000000", + "2018-12-28T00:00:00.000000000", + "2018-12-31T00:00:00.000000000", + "2019-01-02T00:00:00.000000000", + "2019-01-03T00:00:00.000000000", + "2019-01-04T00:00:00.000000000", + "2019-01-07T00:00:00.000000000", + "2019-01-08T00:00:00.000000000", + "2019-01-09T00:00:00.000000000", + "2019-01-10T00:00:00.000000000", + "2019-01-11T00:00:00.000000000", + "2019-01-14T00:00:00.000000000", + "2019-01-15T00:00:00.000000000", + "2019-01-16T00:00:00.000000000", + "2019-01-17T00:00:00.000000000", + "2019-01-18T00:00:00.000000000", + "2019-01-22T00:00:00.000000000", + "2019-01-23T00:00:00.000000000", + "2019-01-24T00:00:00.000000000", + "2019-01-25T00:00:00.000000000", + "2019-01-28T00:00:00.000000000", + "2019-01-29T00:00:00.000000000", + "2019-01-30T00:00:00.000000000", + "2019-01-31T00:00:00.000000000", + "2019-02-01T00:00:00.000000000", + "2019-02-04T00:00:00.000000000", + "2019-02-05T00:00:00.000000000", + "2019-02-06T00:00:00.000000000", + "2019-02-07T00:00:00.000000000", + "2019-02-08T00:00:00.000000000", + "2019-02-11T00:00:00.000000000", + "2019-02-12T00:00:00.000000000", + "2019-02-13T00:00:00.000000000", + "2019-02-14T00:00:00.000000000", + "2019-02-15T00:00:00.000000000", + "2019-02-19T00:00:00.000000000", + "2019-02-20T00:00:00.000000000", + "2019-02-21T00:00:00.000000000", + "2019-02-22T00:00:00.000000000", + "2019-02-25T00:00:00.000000000", + "2019-02-26T00:00:00.000000000", + "2019-02-27T00:00:00.000000000", + "2019-02-28T00:00:00.000000000", + "2019-03-01T00:00:00.000000000", + "2019-03-04T00:00:00.000000000", + "2019-03-05T00:00:00.000000000", + "2019-03-06T00:00:00.000000000", + "2019-03-07T00:00:00.000000000", + "2019-03-08T00:00:00.000000000", + "2019-03-11T00:00:00.000000000", + "2019-03-12T00:00:00.000000000", + "2019-03-13T00:00:00.000000000", + "2019-03-14T00:00:00.000000000", + "2019-03-15T00:00:00.000000000", + "2019-03-18T00:00:00.000000000", + "2019-03-19T00:00:00.000000000", + "2019-03-20T00:00:00.000000000", + "2019-03-21T00:00:00.000000000", + "2019-03-22T00:00:00.000000000", + "2019-03-25T00:00:00.000000000", + "2019-03-26T00:00:00.000000000", + "2019-03-27T00:00:00.000000000", + "2019-03-28T00:00:00.000000000", + "2019-03-29T00:00:00.000000000", + "2019-04-01T00:00:00.000000000", + "2019-04-02T00:00:00.000000000", + "2019-04-03T00:00:00.000000000", + "2019-04-04T00:00:00.000000000", + "2019-04-05T00:00:00.000000000", + "2019-04-08T00:00:00.000000000", + "2019-04-09T00:00:00.000000000", + "2019-04-10T00:00:00.000000000", + "2019-04-11T00:00:00.000000000", + "2019-04-12T00:00:00.000000000", + "2019-04-15T00:00:00.000000000", + "2019-04-16T00:00:00.000000000", + "2019-04-17T00:00:00.000000000", + "2019-04-18T00:00:00.000000000", + "2019-04-22T00:00:00.000000000", + "2019-04-23T00:00:00.000000000", + "2019-04-24T00:00:00.000000000", + "2019-04-25T00:00:00.000000000", + "2019-04-26T00:00:00.000000000", + "2019-04-29T00:00:00.000000000", + "2019-04-30T00:00:00.000000000", + "2019-05-01T00:00:00.000000000", + "2019-05-02T00:00:00.000000000", + "2019-05-03T00:00:00.000000000", + "2019-05-06T00:00:00.000000000", + "2019-05-07T00:00:00.000000000", + "2019-05-08T00:00:00.000000000", + "2019-05-09T00:00:00.000000000", + "2019-05-10T00:00:00.000000000", + "2019-05-13T00:00:00.000000000", + "2019-05-14T00:00:00.000000000", + "2019-05-15T00:00:00.000000000", + "2019-05-16T00:00:00.000000000", + "2019-05-17T00:00:00.000000000", + "2019-05-20T00:00:00.000000000", + "2019-05-21T00:00:00.000000000", + "2019-05-22T00:00:00.000000000", + "2019-05-23T00:00:00.000000000", + "2019-05-24T00:00:00.000000000", + "2019-05-28T00:00:00.000000000", + "2019-05-29T00:00:00.000000000", + "2019-05-30T00:00:00.000000000", + "2019-05-31T00:00:00.000000000", + "2019-06-03T00:00:00.000000000", + "2019-06-04T00:00:00.000000000", + "2019-06-05T00:00:00.000000000", + "2019-06-06T00:00:00.000000000", + "2019-06-07T00:00:00.000000000", + "2019-06-10T00:00:00.000000000", + "2019-06-11T00:00:00.000000000", + "2019-06-12T00:00:00.000000000", + "2019-06-13T00:00:00.000000000", + "2019-06-14T00:00:00.000000000", + "2019-06-17T00:00:00.000000000", + "2019-06-18T00:00:00.000000000", + "2019-06-19T00:00:00.000000000", + "2019-06-20T00:00:00.000000000", + "2019-06-21T00:00:00.000000000", + "2019-06-24T00:00:00.000000000", + "2019-06-25T00:00:00.000000000", + "2019-06-26T00:00:00.000000000", + "2019-06-27T00:00:00.000000000", + "2019-06-28T00:00:00.000000000", + "2019-07-01T00:00:00.000000000", + "2019-07-02T00:00:00.000000000", + "2019-07-03T00:00:00.000000000", + "2019-07-05T00:00:00.000000000", + "2019-07-08T00:00:00.000000000", + "2019-07-09T00:00:00.000000000", + "2019-07-10T00:00:00.000000000", + "2019-07-11T00:00:00.000000000", + "2019-07-12T00:00:00.000000000", + "2019-07-15T00:00:00.000000000", + "2019-07-16T00:00:00.000000000", + "2019-07-17T00:00:00.000000000", + "2019-07-18T00:00:00.000000000", + "2019-07-19T00:00:00.000000000", + "2019-07-22T00:00:00.000000000", + "2019-07-23T00:00:00.000000000", + "2019-07-24T00:00:00.000000000", + "2019-07-25T00:00:00.000000000", + "2019-07-26T00:00:00.000000000", + "2019-07-29T00:00:00.000000000", + "2019-07-30T00:00:00.000000000", + "2019-07-31T00:00:00.000000000", + "2019-08-01T00:00:00.000000000", + "2019-08-02T00:00:00.000000000", + "2019-08-05T00:00:00.000000000", + "2019-08-06T00:00:00.000000000", + "2019-08-07T00:00:00.000000000", + "2019-08-08T00:00:00.000000000", + "2019-08-09T00:00:00.000000000", + "2019-08-12T00:00:00.000000000", + "2019-08-13T00:00:00.000000000", + "2019-08-14T00:00:00.000000000", + "2019-08-15T00:00:00.000000000", + "2019-08-16T00:00:00.000000000", + "2019-08-19T00:00:00.000000000", + "2019-08-20T00:00:00.000000000", + "2019-08-21T00:00:00.000000000", + "2019-08-22T00:00:00.000000000", + "2019-08-23T00:00:00.000000000", + "2019-08-26T00:00:00.000000000", + "2019-08-27T00:00:00.000000000", + "2019-08-28T00:00:00.000000000", + "2019-08-29T00:00:00.000000000", + "2019-08-30T00:00:00.000000000", + "2019-09-03T00:00:00.000000000", + "2019-09-04T00:00:00.000000000", + "2019-09-05T00:00:00.000000000", + "2019-09-06T00:00:00.000000000", + "2019-09-09T00:00:00.000000000", + "2019-09-10T00:00:00.000000000", + "2019-09-11T00:00:00.000000000", + "2019-09-12T00:00:00.000000000", + "2019-09-13T00:00:00.000000000", + "2019-09-16T00:00:00.000000000", + "2019-09-17T00:00:00.000000000", + "2019-09-18T00:00:00.000000000", + "2019-09-19T00:00:00.000000000", + "2019-09-20T00:00:00.000000000", + "2019-09-23T00:00:00.000000000", + "2019-09-24T00:00:00.000000000", + "2019-09-25T00:00:00.000000000", + "2019-09-26T00:00:00.000000000", + "2019-09-27T00:00:00.000000000", + "2019-09-30T00:00:00.000000000", + "2019-10-01T00:00:00.000000000", + "2019-10-02T00:00:00.000000000", + "2019-10-03T00:00:00.000000000", + "2019-10-04T00:00:00.000000000", + "2019-10-07T00:00:00.000000000", + "2019-10-08T00:00:00.000000000", + "2019-10-09T00:00:00.000000000", + "2019-10-10T00:00:00.000000000", + "2019-10-11T00:00:00.000000000", + "2019-10-14T00:00:00.000000000", + "2019-10-15T00:00:00.000000000", + "2019-10-16T00:00:00.000000000", + "2019-10-17T00:00:00.000000000", + "2019-10-18T00:00:00.000000000", + "2019-10-21T00:00:00.000000000", + "2019-10-22T00:00:00.000000000", + "2019-10-23T00:00:00.000000000", + "2019-10-24T00:00:00.000000000", + "2019-10-25T00:00:00.000000000", + "2019-10-28T00:00:00.000000000", + "2019-10-29T00:00:00.000000000", + "2019-10-30T00:00:00.000000000", + "2019-10-31T00:00:00.000000000", + "2019-11-01T00:00:00.000000000", + "2019-11-04T00:00:00.000000000", + "2019-11-05T00:00:00.000000000", + "2019-11-06T00:00:00.000000000", + "2019-11-07T00:00:00.000000000", + "2019-11-08T00:00:00.000000000", + "2019-11-11T00:00:00.000000000", + "2019-11-12T00:00:00.000000000", + "2019-11-13T00:00:00.000000000", + "2019-11-14T00:00:00.000000000", + "2019-11-15T00:00:00.000000000", + "2019-11-18T00:00:00.000000000", + "2019-11-19T00:00:00.000000000", + "2019-11-20T00:00:00.000000000", + "2019-11-21T00:00:00.000000000", + "2019-11-22T00:00:00.000000000", + "2019-11-25T00:00:00.000000000", + "2019-11-26T00:00:00.000000000", + "2019-11-27T00:00:00.000000000", + "2019-11-29T00:00:00.000000000", + "2019-12-02T00:00:00.000000000", + "2019-12-03T00:00:00.000000000", + "2019-12-04T00:00:00.000000000", + "2019-12-05T00:00:00.000000000", + "2019-12-06T00:00:00.000000000", + "2019-12-09T00:00:00.000000000", + "2019-12-10T00:00:00.000000000", + "2019-12-11T00:00:00.000000000", + "2019-12-12T00:00:00.000000000", + "2019-12-13T00:00:00.000000000", + "2019-12-16T00:00:00.000000000", + "2019-12-17T00:00:00.000000000", + "2019-12-18T00:00:00.000000000", + "2019-12-19T00:00:00.000000000", + "2019-12-20T00:00:00.000000000", + "2019-12-23T00:00:00.000000000", + "2019-12-24T00:00:00.000000000", + "2019-12-26T00:00:00.000000000", + "2019-12-27T00:00:00.000000000", + "2019-12-30T00:00:00.000000000", + "2019-12-31T00:00:00.000000000", + "2020-01-02T00:00:00.000000000", + "2020-01-03T00:00:00.000000000", + "2020-01-06T00:00:00.000000000", + "2020-01-07T00:00:00.000000000", + "2020-01-08T00:00:00.000000000", + "2020-01-09T00:00:00.000000000", + "2020-01-10T00:00:00.000000000", + "2020-01-13T00:00:00.000000000", + "2020-01-14T00:00:00.000000000", + "2020-01-15T00:00:00.000000000", + "2020-01-16T00:00:00.000000000", + "2020-01-17T00:00:00.000000000", + "2020-01-21T00:00:00.000000000", + "2020-01-22T00:00:00.000000000", + "2020-01-23T00:00:00.000000000", + "2020-01-24T00:00:00.000000000", + "2020-01-27T00:00:00.000000000", + "2020-01-28T00:00:00.000000000", + "2020-01-29T00:00:00.000000000", + "2020-01-30T00:00:00.000000000", + "2020-01-31T00:00:00.000000000", + "2020-02-03T00:00:00.000000000", + "2020-02-04T00:00:00.000000000", + "2020-02-05T00:00:00.000000000", + "2020-02-06T00:00:00.000000000", + "2020-02-07T00:00:00.000000000", + "2020-02-10T00:00:00.000000000", + "2020-02-11T00:00:00.000000000", + "2020-02-12T00:00:00.000000000", + "2020-02-13T00:00:00.000000000", + "2020-02-14T00:00:00.000000000", + "2020-02-18T00:00:00.000000000", + "2020-02-19T00:00:00.000000000", + "2020-02-20T00:00:00.000000000", + "2020-02-21T00:00:00.000000000", + "2020-02-24T00:00:00.000000000", + "2020-02-25T00:00:00.000000000", + "2020-02-26T00:00:00.000000000", + "2020-02-27T00:00:00.000000000", + "2020-02-28T00:00:00.000000000", + "2020-03-02T00:00:00.000000000", + "2020-03-03T00:00:00.000000000", + "2020-03-04T00:00:00.000000000", + "2020-03-05T00:00:00.000000000", + "2020-03-06T00:00:00.000000000", + "2020-03-09T00:00:00.000000000", + "2020-03-10T00:00:00.000000000", + "2020-03-11T00:00:00.000000000", + "2020-03-12T00:00:00.000000000", + "2020-03-13T00:00:00.000000000", + "2020-03-16T00:00:00.000000000", + "2020-03-17T00:00:00.000000000", + "2020-03-18T00:00:00.000000000", + "2020-03-19T00:00:00.000000000", + "2020-03-20T00:00:00.000000000", + "2020-03-23T00:00:00.000000000", + "2020-03-24T00:00:00.000000000", + "2020-03-25T00:00:00.000000000", + "2020-03-26T00:00:00.000000000", + "2020-03-27T00:00:00.000000000", + "2020-03-30T00:00:00.000000000", + "2020-03-31T00:00:00.000000000", + "2020-04-01T00:00:00.000000000", + "2020-04-02T00:00:00.000000000", + "2020-04-03T00:00:00.000000000", + "2020-04-06T00:00:00.000000000", + "2020-04-07T00:00:00.000000000", + "2020-04-08T00:00:00.000000000", + "2020-04-09T00:00:00.000000000", + "2020-04-13T00:00:00.000000000", + "2020-04-14T00:00:00.000000000", + "2020-04-15T00:00:00.000000000", + "2020-04-16T00:00:00.000000000", + "2020-04-17T00:00:00.000000000", + "2020-04-20T00:00:00.000000000", + "2020-04-21T00:00:00.000000000", + "2020-04-22T00:00:00.000000000", + "2020-04-23T00:00:00.000000000", + "2020-04-24T00:00:00.000000000", + "2020-04-27T00:00:00.000000000", + "2020-04-28T00:00:00.000000000", + "2020-04-29T00:00:00.000000000", + "2020-04-30T00:00:00.000000000", + "2020-05-01T00:00:00.000000000", + "2020-05-04T00:00:00.000000000", + "2020-05-05T00:00:00.000000000", + "2020-05-06T00:00:00.000000000", + "2020-05-07T00:00:00.000000000", + "2020-05-08T00:00:00.000000000", + "2020-05-11T00:00:00.000000000", + "2020-05-12T00:00:00.000000000", + "2020-05-13T00:00:00.000000000", + "2020-05-14T00:00:00.000000000", + "2020-05-15T00:00:00.000000000", + "2020-05-18T00:00:00.000000000", + "2020-05-19T00:00:00.000000000", + "2020-05-20T00:00:00.000000000", + "2020-05-21T00:00:00.000000000", + "2020-05-22T00:00:00.000000000", + "2020-05-26T00:00:00.000000000", + "2020-05-27T00:00:00.000000000", + "2020-05-28T00:00:00.000000000", + "2020-05-29T00:00:00.000000000", + "2020-06-01T00:00:00.000000000", + "2020-06-02T00:00:00.000000000", + "2020-06-03T00:00:00.000000000", + "2020-06-04T00:00:00.000000000", + "2020-06-05T00:00:00.000000000", + "2020-06-08T00:00:00.000000000", + "2020-06-09T00:00:00.000000000", + "2020-06-10T00:00:00.000000000", + "2020-06-11T00:00:00.000000000", + "2020-06-12T00:00:00.000000000", + "2020-06-15T00:00:00.000000000", + "2020-06-16T00:00:00.000000000", + "2020-06-17T00:00:00.000000000", + "2020-06-18T00:00:00.000000000", + "2020-06-19T00:00:00.000000000", + "2020-06-22T00:00:00.000000000", + "2020-06-23T00:00:00.000000000", + "2020-06-24T00:00:00.000000000", + "2020-06-25T00:00:00.000000000", + "2020-06-26T00:00:00.000000000", + "2020-06-29T00:00:00.000000000", + "2020-06-30T00:00:00.000000000", + "2020-07-01T00:00:00.000000000", + "2020-07-02T00:00:00.000000000", + "2020-07-06T00:00:00.000000000", + "2020-07-07T00:00:00.000000000", + "2020-07-08T00:00:00.000000000", + "2020-07-09T00:00:00.000000000", + "2020-07-10T00:00:00.000000000", + "2020-07-13T00:00:00.000000000", + "2020-07-14T00:00:00.000000000", + "2020-07-15T00:00:00.000000000", + "2020-07-16T00:00:00.000000000", + "2020-07-17T00:00:00.000000000", + "2020-07-20T00:00:00.000000000", + "2020-07-21T00:00:00.000000000", + "2020-07-22T00:00:00.000000000", + "2020-07-23T00:00:00.000000000", + "2020-07-24T00:00:00.000000000", + "2020-07-27T00:00:00.000000000", + "2020-07-28T00:00:00.000000000", + "2020-07-29T00:00:00.000000000", + "2020-07-30T00:00:00.000000000", + "2020-07-31T00:00:00.000000000", + "2020-08-03T00:00:00.000000000", + "2020-08-04T00:00:00.000000000", + "2020-08-05T00:00:00.000000000", + "2020-08-06T00:00:00.000000000", + "2020-08-07T00:00:00.000000000", + "2020-08-10T00:00:00.000000000", + "2020-08-11T00:00:00.000000000", + "2020-08-12T00:00:00.000000000", + "2020-08-13T00:00:00.000000000", + "2020-08-14T00:00:00.000000000", + "2020-08-17T00:00:00.000000000", + "2020-08-18T00:00:00.000000000", + "2020-08-19T00:00:00.000000000", + "2020-08-20T00:00:00.000000000", + "2020-08-21T00:00:00.000000000", + "2020-08-24T00:00:00.000000000", + "2020-08-25T00:00:00.000000000", + "2020-08-26T00:00:00.000000000", + "2020-08-27T00:00:00.000000000", + "2020-08-28T00:00:00.000000000", + "2020-08-31T00:00:00.000000000", + "2020-09-01T00:00:00.000000000", + "2020-09-02T00:00:00.000000000", + "2020-09-03T00:00:00.000000000", + "2020-09-04T00:00:00.000000000", + "2020-09-08T00:00:00.000000000", + "2020-09-09T00:00:00.000000000", + "2020-09-10T00:00:00.000000000", + "2020-09-11T00:00:00.000000000", + "2020-09-14T00:00:00.000000000", + "2020-09-15T00:00:00.000000000", + "2020-09-16T00:00:00.000000000", + "2020-09-17T00:00:00.000000000", + "2020-09-18T00:00:00.000000000", + "2020-09-21T00:00:00.000000000", + "2020-09-22T00:00:00.000000000", + "2020-09-23T00:00:00.000000000", + "2020-09-24T00:00:00.000000000", + "2020-09-25T00:00:00.000000000", + "2020-09-28T00:00:00.000000000", + "2020-09-29T00:00:00.000000000", + "2020-09-30T00:00:00.000000000", + "2020-10-01T00:00:00.000000000", + "2020-10-02T00:00:00.000000000", + "2020-10-05T00:00:00.000000000", + "2020-10-06T00:00:00.000000000", + "2020-10-07T00:00:00.000000000", + "2020-10-08T00:00:00.000000000", + "2020-10-09T00:00:00.000000000", + "2020-10-12T00:00:00.000000000", + "2020-10-13T00:00:00.000000000", + "2020-10-14T00:00:00.000000000", + "2020-10-15T00:00:00.000000000", + "2020-10-16T00:00:00.000000000", + "2020-10-19T00:00:00.000000000", + "2020-10-20T00:00:00.000000000", + "2020-10-21T00:00:00.000000000", + "2020-10-22T00:00:00.000000000", + "2020-10-23T00:00:00.000000000", + "2020-10-26T00:00:00.000000000", + "2020-10-27T00:00:00.000000000", + "2020-10-28T00:00:00.000000000", + "2020-10-29T00:00:00.000000000", + "2020-10-30T00:00:00.000000000", + "2020-11-02T00:00:00.000000000", + "2020-11-03T00:00:00.000000000", + "2020-11-04T00:00:00.000000000", + "2020-11-05T00:00:00.000000000", + "2020-11-06T00:00:00.000000000", + "2020-11-09T00:00:00.000000000", + "2020-11-10T00:00:00.000000000", + "2020-11-11T00:00:00.000000000", + "2020-11-12T00:00:00.000000000", + "2020-11-13T00:00:00.000000000", + "2020-11-16T00:00:00.000000000", + "2020-11-17T00:00:00.000000000", + "2020-11-18T00:00:00.000000000", + "2020-11-19T00:00:00.000000000", + "2020-11-20T00:00:00.000000000", + "2020-11-23T00:00:00.000000000", + "2020-11-24T00:00:00.000000000", + "2020-11-25T00:00:00.000000000", + "2020-11-27T00:00:00.000000000", + "2020-11-30T00:00:00.000000000", + "2020-12-01T00:00:00.000000000", + "2020-12-02T00:00:00.000000000", + "2020-12-03T00:00:00.000000000", + "2020-12-04T00:00:00.000000000", + "2020-12-07T00:00:00.000000000", + "2020-12-08T00:00:00.000000000", + "2020-12-09T00:00:00.000000000", + "2020-12-10T00:00:00.000000000", + "2020-12-11T00:00:00.000000000", + "2020-12-14T00:00:00.000000000", + "2020-12-15T00:00:00.000000000", + "2020-12-16T00:00:00.000000000", + "2020-12-17T00:00:00.000000000", + "2020-12-18T00:00:00.000000000", + "2020-12-21T00:00:00.000000000", + "2020-12-22T00:00:00.000000000", + "2020-12-23T00:00:00.000000000", + "2020-12-24T00:00:00.000000000", + "2020-12-28T00:00:00.000000000", + "2020-12-29T00:00:00.000000000", + "2020-12-30T00:00:00.000000000", + "2020-12-31T00:00:00.000000000", + "2021-01-04T00:00:00.000000000", + "2021-01-05T00:00:00.000000000", + "2021-01-06T00:00:00.000000000", + "2021-01-07T00:00:00.000000000", + "2021-01-08T00:00:00.000000000", + "2021-01-11T00:00:00.000000000", + "2021-01-12T00:00:00.000000000", + "2021-01-13T00:00:00.000000000", + "2021-01-14T00:00:00.000000000", + "2021-01-15T00:00:00.000000000", + "2021-01-19T00:00:00.000000000", + "2021-01-20T00:00:00.000000000", + "2021-01-21T00:00:00.000000000", + "2021-01-22T00:00:00.000000000", + "2021-01-25T00:00:00.000000000", + "2021-01-26T00:00:00.000000000", + "2021-01-27T00:00:00.000000000", + "2021-01-28T00:00:00.000000000", + "2021-01-29T00:00:00.000000000", + "2021-02-01T00:00:00.000000000", + "2021-02-02T00:00:00.000000000", + "2021-02-03T00:00:00.000000000", + "2021-02-04T00:00:00.000000000", + "2021-02-05T00:00:00.000000000", + "2021-02-08T00:00:00.000000000", + "2021-02-09T00:00:00.000000000", + "2021-02-10T00:00:00.000000000", + "2021-02-11T00:00:00.000000000", + "2021-02-12T00:00:00.000000000", + "2021-02-16T00:00:00.000000000", + "2021-02-17T00:00:00.000000000", + "2021-02-18T00:00:00.000000000", + "2021-02-19T00:00:00.000000000", + "2021-02-22T00:00:00.000000000", + "2021-02-23T00:00:00.000000000", + "2021-02-24T00:00:00.000000000", + "2021-02-25T00:00:00.000000000", + "2021-02-26T00:00:00.000000000", + "2021-03-01T00:00:00.000000000", + "2021-03-02T00:00:00.000000000", + "2021-03-03T00:00:00.000000000", + "2021-03-04T00:00:00.000000000", + "2021-03-05T00:00:00.000000000", + "2021-03-08T00:00:00.000000000", + "2021-03-09T00:00:00.000000000", + "2021-03-10T00:00:00.000000000", + "2021-03-11T00:00:00.000000000", + "2021-03-12T00:00:00.000000000", + "2021-03-15T00:00:00.000000000", + "2021-03-16T00:00:00.000000000", + "2021-03-17T00:00:00.000000000", + "2021-03-18T00:00:00.000000000", + "2021-03-19T00:00:00.000000000", + "2021-03-22T00:00:00.000000000", + "2021-03-23T00:00:00.000000000", + "2021-03-24T00:00:00.000000000", + "2021-03-25T00:00:00.000000000", + "2021-03-26T00:00:00.000000000", + "2021-03-29T00:00:00.000000000", + "2021-03-30T00:00:00.000000000", + "2021-03-31T00:00:00.000000000", + "2021-04-01T00:00:00.000000000", + "2021-04-05T00:00:00.000000000", + "2021-04-06T00:00:00.000000000", + "2021-04-07T00:00:00.000000000", + "2021-04-08T00:00:00.000000000", + "2021-04-09T00:00:00.000000000", + "2021-04-12T00:00:00.000000000", + "2021-04-13T00:00:00.000000000", + "2021-04-14T00:00:00.000000000", + "2021-04-15T00:00:00.000000000", + "2021-04-16T00:00:00.000000000", + "2021-04-19T00:00:00.000000000", + "2021-04-20T00:00:00.000000000", + "2021-04-21T00:00:00.000000000", + "2021-04-22T00:00:00.000000000", + "2021-04-23T00:00:00.000000000", + "2021-04-26T00:00:00.000000000", + "2021-04-27T00:00:00.000000000", + "2021-04-28T00:00:00.000000000", + "2021-04-29T00:00:00.000000000", + "2021-04-30T00:00:00.000000000", + "2021-05-03T00:00:00.000000000", + "2021-05-04T00:00:00.000000000", + "2021-05-05T00:00:00.000000000", + "2021-05-06T00:00:00.000000000", + "2021-05-07T00:00:00.000000000", + "2021-05-10T00:00:00.000000000", + "2021-05-11T00:00:00.000000000", + "2021-05-12T00:00:00.000000000", + "2021-05-13T00:00:00.000000000", + "2021-05-14T00:00:00.000000000", + "2021-05-17T00:00:00.000000000", + "2021-05-18T00:00:00.000000000", + "2021-05-19T00:00:00.000000000", + "2021-05-20T00:00:00.000000000", + "2021-05-21T00:00:00.000000000", + "2021-05-24T00:00:00.000000000", + "2021-05-25T00:00:00.000000000", + "2021-05-26T00:00:00.000000000", + "2021-05-27T00:00:00.000000000", + "2021-05-28T00:00:00.000000000", + "2021-06-01T00:00:00.000000000", + "2021-06-02T00:00:00.000000000", + "2021-06-03T00:00:00.000000000", + "2021-06-04T00:00:00.000000000", + "2021-06-07T00:00:00.000000000", + "2021-06-08T00:00:00.000000000", + "2021-06-09T00:00:00.000000000", + "2021-06-10T00:00:00.000000000", + "2021-06-11T00:00:00.000000000", + "2021-06-14T00:00:00.000000000", + "2021-06-15T00:00:00.000000000", + "2021-06-16T00:00:00.000000000", + "2021-06-17T00:00:00.000000000", + "2021-06-18T00:00:00.000000000", + "2021-06-21T00:00:00.000000000", + "2021-06-22T00:00:00.000000000", + "2021-06-23T00:00:00.000000000", + "2021-06-24T00:00:00.000000000", + "2021-06-25T00:00:00.000000000", + "2021-06-28T00:00:00.000000000", + "2021-06-29T00:00:00.000000000", + "2021-06-30T00:00:00.000000000", + "2021-07-01T00:00:00.000000000", + "2021-07-02T00:00:00.000000000", + "2021-07-06T00:00:00.000000000", + "2021-07-07T00:00:00.000000000", + "2021-07-08T00:00:00.000000000", + "2021-07-09T00:00:00.000000000", + "2021-07-12T00:00:00.000000000", + "2021-07-13T00:00:00.000000000", + "2021-07-14T00:00:00.000000000", + "2021-07-15T00:00:00.000000000", + "2021-07-16T00:00:00.000000000", + "2021-07-19T00:00:00.000000000", + "2021-07-20T00:00:00.000000000", + "2021-07-21T00:00:00.000000000", + "2021-07-22T00:00:00.000000000", + "2021-07-23T00:00:00.000000000", + "2021-07-26T00:00:00.000000000", + "2021-07-27T00:00:00.000000000", + "2021-07-28T00:00:00.000000000", + "2021-07-29T00:00:00.000000000", + "2021-07-30T00:00:00.000000000", + "2021-08-02T00:00:00.000000000", + "2021-08-03T00:00:00.000000000", + "2021-08-04T00:00:00.000000000", + "2021-08-05T00:00:00.000000000", + "2021-08-06T00:00:00.000000000", + "2021-08-09T00:00:00.000000000", + "2021-08-10T00:00:00.000000000", + "2021-08-11T00:00:00.000000000", + "2021-08-12T00:00:00.000000000", + "2021-08-13T00:00:00.000000000", + "2021-08-16T00:00:00.000000000", + "2021-08-17T00:00:00.000000000", + "2021-08-18T00:00:00.000000000", + "2021-08-19T00:00:00.000000000", + "2021-08-20T00:00:00.000000000", + "2021-08-23T00:00:00.000000000", + "2021-08-24T00:00:00.000000000", + "2021-08-25T00:00:00.000000000", + "2021-08-26T00:00:00.000000000", + "2021-08-27T00:00:00.000000000", + "2021-08-30T00:00:00.000000000", + "2021-08-31T00:00:00.000000000", + "2021-09-01T00:00:00.000000000", + "2021-09-02T00:00:00.000000000", + "2021-09-03T00:00:00.000000000", + "2021-09-07T00:00:00.000000000", + "2021-09-08T00:00:00.000000000", + "2021-09-09T00:00:00.000000000", + "2021-09-10T00:00:00.000000000", + "2021-09-13T00:00:00.000000000", + "2021-09-14T00:00:00.000000000", + "2021-09-15T00:00:00.000000000", + "2021-09-16T00:00:00.000000000", + "2021-09-17T00:00:00.000000000", + "2021-09-20T00:00:00.000000000", + "2021-09-21T00:00:00.000000000", + "2021-09-22T00:00:00.000000000", + "2021-09-23T00:00:00.000000000", + "2021-09-24T00:00:00.000000000", + "2021-09-27T00:00:00.000000000", + "2021-09-28T00:00:00.000000000", + "2021-09-29T00:00:00.000000000", + "2021-09-30T00:00:00.000000000", + "2021-10-01T00:00:00.000000000", + "2021-10-04T00:00:00.000000000", + "2021-10-05T00:00:00.000000000", + "2021-10-06T00:00:00.000000000", + "2021-10-07T00:00:00.000000000", + "2021-10-08T00:00:00.000000000", + "2021-10-11T00:00:00.000000000", + "2021-10-12T00:00:00.000000000", + "2021-10-13T00:00:00.000000000", + "2021-10-14T00:00:00.000000000", + "2021-10-15T00:00:00.000000000", + "2021-10-18T00:00:00.000000000", + "2021-10-19T00:00:00.000000000", + "2021-10-20T00:00:00.000000000", + "2021-10-21T00:00:00.000000000", + "2021-10-22T00:00:00.000000000", + "2021-10-25T00:00:00.000000000", + "2021-10-26T00:00:00.000000000", + "2021-10-27T00:00:00.000000000", + "2021-10-28T00:00:00.000000000", + "2021-10-29T00:00:00.000000000", + "2021-11-01T00:00:00.000000000", + "2021-11-02T00:00:00.000000000", + "2021-11-03T00:00:00.000000000", + "2021-11-04T00:00:00.000000000", + "2021-11-05T00:00:00.000000000", + "2021-11-08T00:00:00.000000000", + "2021-11-09T00:00:00.000000000", + "2021-11-10T00:00:00.000000000", + "2021-11-11T00:00:00.000000000", + "2021-11-12T00:00:00.000000000", + "2021-11-15T00:00:00.000000000", + "2021-11-16T00:00:00.000000000", + "2021-11-17T00:00:00.000000000", + "2021-11-18T00:00:00.000000000", + "2021-11-19T00:00:00.000000000", + "2021-11-22T00:00:00.000000000", + "2021-11-23T00:00:00.000000000", + "2021-11-24T00:00:00.000000000", + "2021-11-26T00:00:00.000000000", + "2021-11-29T00:00:00.000000000", + "2021-11-30T00:00:00.000000000", + "2021-12-01T00:00:00.000000000", + "2021-12-02T00:00:00.000000000", + "2021-12-03T00:00:00.000000000", + "2021-12-06T00:00:00.000000000", + "2021-12-07T00:00:00.000000000", + "2021-12-08T00:00:00.000000000", + "2021-12-09T00:00:00.000000000", + "2021-12-10T00:00:00.000000000", + "2021-12-13T00:00:00.000000000", + "2021-12-14T00:00:00.000000000", + "2021-12-15T00:00:00.000000000", + "2021-12-16T00:00:00.000000000", + "2021-12-17T00:00:00.000000000", + "2021-12-20T00:00:00.000000000", + "2021-12-21T00:00:00.000000000", + "2021-12-22T00:00:00.000000000", + "2021-12-23T00:00:00.000000000", + "2021-12-27T00:00:00.000000000", + "2021-12-28T00:00:00.000000000", + "2021-12-29T00:00:00.000000000", + "2021-12-30T00:00:00.000000000", + "2021-12-31T00:00:00.000000000", + "2022-01-03T00:00:00.000000000", + "2022-01-04T00:00:00.000000000", + "2022-01-05T00:00:00.000000000", + "2022-01-06T00:00:00.000000000", + "2022-01-07T00:00:00.000000000", + "2022-01-10T00:00:00.000000000", + "2022-01-11T00:00:00.000000000", + "2022-01-12T00:00:00.000000000", + "2022-01-13T00:00:00.000000000", + "2022-01-14T00:00:00.000000000", + "2022-01-18T00:00:00.000000000", + "2022-01-19T00:00:00.000000000", + "2022-01-20T00:00:00.000000000", + "2022-01-21T00:00:00.000000000", + "2022-01-24T00:00:00.000000000", + "2022-01-25T00:00:00.000000000", + "2022-01-26T00:00:00.000000000", + "2022-01-27T00:00:00.000000000", + "2022-01-28T00:00:00.000000000", + "2022-01-31T00:00:00.000000000", + "2022-02-01T00:00:00.000000000", + "2022-02-02T00:00:00.000000000", + "2022-02-03T00:00:00.000000000", + "2022-02-04T00:00:00.000000000", + "2022-02-07T00:00:00.000000000", + "2022-02-08T00:00:00.000000000", + "2022-02-09T00:00:00.000000000", + "2022-02-10T00:00:00.000000000", + "2022-02-11T00:00:00.000000000", + "2022-02-14T00:00:00.000000000", + "2022-02-15T00:00:00.000000000", + "2022-02-16T00:00:00.000000000", + "2022-02-17T00:00:00.000000000", + "2022-02-18T00:00:00.000000000", + "2022-02-22T00:00:00.000000000", + "2022-02-23T00:00:00.000000000", + "2022-02-24T00:00:00.000000000", + "2022-02-25T00:00:00.000000000", + "2022-02-28T00:00:00.000000000", + "2022-03-01T00:00:00.000000000", + "2022-03-02T00:00:00.000000000", + "2022-03-03T00:00:00.000000000", + "2022-03-04T00:00:00.000000000", + "2022-03-07T00:00:00.000000000", + "2022-03-08T00:00:00.000000000", + "2022-03-09T00:00:00.000000000", + "2022-03-10T00:00:00.000000000", + "2022-03-11T00:00:00.000000000", + "2022-03-14T00:00:00.000000000", + "2022-03-15T00:00:00.000000000", + "2022-03-16T00:00:00.000000000", + "2022-03-17T00:00:00.000000000", + "2022-03-18T00:00:00.000000000", + "2022-03-21T00:00:00.000000000", + "2022-03-22T00:00:00.000000000", + "2022-03-23T00:00:00.000000000", + "2022-03-24T00:00:00.000000000", + "2022-03-25T00:00:00.000000000", + "2022-03-28T00:00:00.000000000", + "2022-03-29T00:00:00.000000000", + "2022-03-30T00:00:00.000000000", + "2022-03-31T00:00:00.000000000", + "2022-04-01T00:00:00.000000000", + "2022-04-04T00:00:00.000000000", + "2022-04-05T00:00:00.000000000", + "2022-04-06T00:00:00.000000000", + "2022-04-07T00:00:00.000000000", + "2022-04-08T00:00:00.000000000", + "2022-04-11T00:00:00.000000000", + "2022-04-12T00:00:00.000000000", + "2022-04-13T00:00:00.000000000", + "2022-04-14T00:00:00.000000000", + "2022-04-18T00:00:00.000000000", + "2022-04-19T00:00:00.000000000", + "2022-04-20T00:00:00.000000000", + "2022-04-21T00:00:00.000000000", + "2022-04-22T00:00:00.000000000", + "2022-04-25T00:00:00.000000000", + "2022-04-26T00:00:00.000000000", + "2022-04-27T00:00:00.000000000", + "2022-04-28T00:00:00.000000000", + "2022-04-29T00:00:00.000000000", + "2022-05-02T00:00:00.000000000", + "2022-05-03T00:00:00.000000000", + "2022-05-04T00:00:00.000000000", + "2022-05-05T00:00:00.000000000", + "2022-05-06T00:00:00.000000000", + "2022-05-09T00:00:00.000000000", + "2022-05-10T00:00:00.000000000", + "2022-05-11T00:00:00.000000000", + "2022-05-12T00:00:00.000000000", + "2022-05-13T00:00:00.000000000", + "2022-05-16T00:00:00.000000000", + "2022-05-17T00:00:00.000000000", + "2022-05-18T00:00:00.000000000", + "2022-05-19T00:00:00.000000000", + "2022-05-20T00:00:00.000000000", + "2022-05-23T00:00:00.000000000", + "2022-05-24T00:00:00.000000000", + "2022-05-25T00:00:00.000000000", + "2022-05-26T00:00:00.000000000", + "2022-05-27T00:00:00.000000000", + "2022-05-31T00:00:00.000000000", + "2022-06-01T00:00:00.000000000", + "2022-06-02T00:00:00.000000000", + "2022-06-03T00:00:00.000000000", + "2022-06-06T00:00:00.000000000", + "2022-06-07T00:00:00.000000000", + "2022-06-08T00:00:00.000000000", + "2022-06-09T00:00:00.000000000", + "2022-06-10T00:00:00.000000000", + "2022-06-13T00:00:00.000000000", + "2022-06-14T00:00:00.000000000", + "2022-06-15T00:00:00.000000000", + "2022-06-16T00:00:00.000000000", + "2022-06-17T00:00:00.000000000", + "2022-06-21T00:00:00.000000000", + "2022-06-22T00:00:00.000000000", + "2022-06-23T00:00:00.000000000", + "2022-06-24T00:00:00.000000000", + "2022-06-27T00:00:00.000000000", + "2022-06-28T00:00:00.000000000", + "2022-06-29T00:00:00.000000000", + "2022-06-30T00:00:00.000000000", + "2022-07-01T00:00:00.000000000", + "2022-07-05T00:00:00.000000000", + "2022-07-06T00:00:00.000000000", + "2022-07-07T00:00:00.000000000", + "2022-07-08T00:00:00.000000000", + "2022-07-11T00:00:00.000000000", + "2022-07-12T00:00:00.000000000", + "2022-07-13T00:00:00.000000000", + "2022-07-14T00:00:00.000000000", + "2022-07-15T00:00:00.000000000", + "2022-07-18T00:00:00.000000000", + "2022-07-19T00:00:00.000000000", + "2022-07-20T00:00:00.000000000", + "2022-07-21T00:00:00.000000000", + "2022-07-22T00:00:00.000000000", + "2022-07-25T00:00:00.000000000", + "2022-07-26T00:00:00.000000000", + "2022-07-27T00:00:00.000000000", + "2022-07-28T00:00:00.000000000", + "2022-07-29T00:00:00.000000000", + "2022-08-01T00:00:00.000000000", + "2022-08-02T00:00:00.000000000", + "2022-08-03T00:00:00.000000000", + "2022-08-04T00:00:00.000000000", + "2022-08-05T00:00:00.000000000", + "2022-08-08T00:00:00.000000000", + "2022-08-09T00:00:00.000000000", + "2022-08-10T00:00:00.000000000", + "2022-08-11T00:00:00.000000000", + "2022-08-12T00:00:00.000000000", + "2022-08-15T00:00:00.000000000", + "2022-08-16T00:00:00.000000000", + "2022-08-17T00:00:00.000000000", + "2022-08-18T00:00:00.000000000", + "2022-08-19T00:00:00.000000000", + "2022-08-22T00:00:00.000000000", + "2022-08-23T00:00:00.000000000", + "2022-08-24T00:00:00.000000000", + "2022-08-25T00:00:00.000000000", + "2022-08-26T00:00:00.000000000", + "2022-08-29T00:00:00.000000000", + "2022-08-30T00:00:00.000000000", + "2022-08-31T00:00:00.000000000", + "2022-09-01T00:00:00.000000000", + "2022-09-02T00:00:00.000000000", + "2022-09-06T00:00:00.000000000", + "2022-09-07T00:00:00.000000000", + "2022-09-08T00:00:00.000000000", + "2022-09-09T00:00:00.000000000", + "2022-09-12T00:00:00.000000000", + "2022-09-13T00:00:00.000000000", + "2022-09-14T00:00:00.000000000", + "2022-09-15T00:00:00.000000000", + "2022-09-16T00:00:00.000000000", + "2022-09-19T00:00:00.000000000", + "2022-09-20T00:00:00.000000000", + "2022-09-21T00:00:00.000000000", + "2022-09-22T00:00:00.000000000", + "2022-09-23T00:00:00.000000000", + "2022-09-26T00:00:00.000000000", + "2022-09-27T00:00:00.000000000", + "2022-09-28T00:00:00.000000000", + "2022-09-29T00:00:00.000000000", + "2022-09-30T00:00:00.000000000", + "2022-10-03T00:00:00.000000000", + "2022-10-04T00:00:00.000000000", + "2022-10-05T00:00:00.000000000", + "2022-10-06T00:00:00.000000000", + "2022-10-07T00:00:00.000000000", + "2022-10-10T00:00:00.000000000", + "2022-10-11T00:00:00.000000000", + "2022-10-12T00:00:00.000000000", + "2022-10-13T00:00:00.000000000", + "2022-10-14T00:00:00.000000000", + "2022-10-17T00:00:00.000000000", + "2022-10-18T00:00:00.000000000", + "2022-10-19T00:00:00.000000000", + "2022-10-20T00:00:00.000000000", + "2022-10-21T00:00:00.000000000", + "2022-10-24T00:00:00.000000000", + "2022-10-25T00:00:00.000000000", + "2022-10-26T00:00:00.000000000", + "2022-10-27T00:00:00.000000000", + "2022-10-28T00:00:00.000000000", + "2022-10-31T00:00:00.000000000", + "2022-11-01T00:00:00.000000000", + "2022-11-02T00:00:00.000000000", + "2022-11-03T00:00:00.000000000", + "2022-11-04T00:00:00.000000000", + "2022-11-07T00:00:00.000000000", + "2022-11-08T00:00:00.000000000", + "2022-11-09T00:00:00.000000000", + "2022-11-10T00:00:00.000000000", + "2022-11-11T00:00:00.000000000", + "2022-11-14T00:00:00.000000000", + "2022-11-15T00:00:00.000000000", + "2022-11-16T00:00:00.000000000", + "2022-11-17T00:00:00.000000000", + "2022-11-18T00:00:00.000000000", + "2022-11-21T00:00:00.000000000", + "2022-11-22T00:00:00.000000000", + "2022-11-23T00:00:00.000000000", + "2022-11-25T00:00:00.000000000", + "2022-11-28T00:00:00.000000000", + "2022-11-29T00:00:00.000000000", + "2022-11-30T00:00:00.000000000", + "2022-12-01T00:00:00.000000000", + "2022-12-02T00:00:00.000000000", + "2022-12-05T00:00:00.000000000", + "2022-12-06T00:00:00.000000000", + "2022-12-07T00:00:00.000000000", + "2022-12-08T00:00:00.000000000", + "2022-12-09T00:00:00.000000000", + "2022-12-12T00:00:00.000000000", + "2022-12-13T00:00:00.000000000", + "2022-12-14T00:00:00.000000000", + "2022-12-15T00:00:00.000000000", + "2022-12-16T00:00:00.000000000", + "2022-12-19T00:00:00.000000000", + "2022-12-20T00:00:00.000000000", + "2022-12-21T00:00:00.000000000", + "2022-12-22T00:00:00.000000000", + "2022-12-23T00:00:00.000000000", + "2022-12-27T00:00:00.000000000", + "2022-12-28T00:00:00.000000000", + "2022-12-29T00:00:00.000000000", + "2022-12-30T00:00:00.000000000", + "2023-01-03T00:00:00.000000000", + "2023-01-04T00:00:00.000000000", + "2023-01-05T00:00:00.000000000", + "2023-01-06T00:00:00.000000000", + "2023-01-09T00:00:00.000000000", + "2023-01-10T00:00:00.000000000", + "2023-01-11T00:00:00.000000000", + "2023-01-12T00:00:00.000000000", + "2023-01-13T00:00:00.000000000", + "2023-01-17T00:00:00.000000000", + "2023-01-18T00:00:00.000000000", + "2023-01-19T00:00:00.000000000", + "2023-01-20T00:00:00.000000000", + "2023-01-23T00:00:00.000000000", + "2023-01-24T00:00:00.000000000", + "2023-01-25T00:00:00.000000000", + "2023-01-26T00:00:00.000000000", + "2023-01-27T00:00:00.000000000", + "2023-01-30T00:00:00.000000000", + "2023-01-31T00:00:00.000000000", + "2023-02-01T00:00:00.000000000", + "2023-02-02T00:00:00.000000000", + "2023-02-03T00:00:00.000000000", + "2023-02-06T00:00:00.000000000", + "2023-02-07T00:00:00.000000000", + "2023-02-08T00:00:00.000000000", + "2023-02-09T00:00:00.000000000", + "2023-02-10T00:00:00.000000000", + "2023-02-13T00:00:00.000000000", + "2023-02-14T00:00:00.000000000", + "2023-02-15T00:00:00.000000000", + "2023-02-16T00:00:00.000000000", + "2023-02-17T00:00:00.000000000", + "2023-02-21T00:00:00.000000000", + "2023-02-22T00:00:00.000000000", + "2023-02-23T00:00:00.000000000", + "2023-02-24T00:00:00.000000000", + "2023-02-27T00:00:00.000000000", + "2023-02-28T00:00:00.000000000", + "2023-03-01T00:00:00.000000000", + "2023-03-02T00:00:00.000000000", + "2023-03-03T00:00:00.000000000", + "2023-03-06T00:00:00.000000000", + "2023-03-07T00:00:00.000000000", + "2023-03-08T00:00:00.000000000", + "2023-03-09T00:00:00.000000000", + "2023-03-10T00:00:00.000000000", + "2023-03-13T00:00:00.000000000", + "2023-03-14T00:00:00.000000000", + "2023-03-15T00:00:00.000000000", + "2023-03-16T00:00:00.000000000", + "2023-03-17T00:00:00.000000000", + "2023-03-20T00:00:00.000000000", + "2023-03-21T00:00:00.000000000", + "2023-03-22T00:00:00.000000000", + "2023-03-23T00:00:00.000000000", + "2023-03-24T00:00:00.000000000", + "2023-03-27T00:00:00.000000000", + "2023-03-28T00:00:00.000000000", + "2023-03-29T00:00:00.000000000", + "2023-03-30T00:00:00.000000000", + "2023-03-31T00:00:00.000000000", + "2023-04-03T00:00:00.000000000", + "2023-04-04T00:00:00.000000000", + "2023-04-05T00:00:00.000000000", + "2023-04-06T00:00:00.000000000", + "2023-04-10T00:00:00.000000000", + "2023-04-11T00:00:00.000000000", + "2023-04-12T00:00:00.000000000", + "2023-04-13T00:00:00.000000000", + "2023-04-14T00:00:00.000000000", + "2023-04-17T00:00:00.000000000", + "2023-04-18T00:00:00.000000000", + "2023-04-19T00:00:00.000000000", + "2023-04-20T00:00:00.000000000", + "2023-04-21T00:00:00.000000000", + "2023-04-24T00:00:00.000000000", + "2023-04-25T00:00:00.000000000", + "2023-04-26T00:00:00.000000000", + "2023-04-27T00:00:00.000000000", + "2023-04-28T00:00:00.000000000", + "2023-05-01T00:00:00.000000000", + "2023-05-02T00:00:00.000000000", + "2023-05-03T00:00:00.000000000", + "2023-05-04T00:00:00.000000000", + "2023-05-05T00:00:00.000000000", + "2023-05-08T00:00:00.000000000", + "2023-05-09T00:00:00.000000000", + "2023-05-10T00:00:00.000000000", + "2023-05-11T00:00:00.000000000", + "2023-05-12T00:00:00.000000000", + "2023-05-15T00:00:00.000000000", + "2023-05-16T00:00:00.000000000", + "2023-05-17T00:00:00.000000000", + "2023-05-18T00:00:00.000000000", + "2023-05-19T00:00:00.000000000", + "2023-05-22T00:00:00.000000000", + "2023-05-23T00:00:00.000000000", + "2023-05-24T00:00:00.000000000", + "2023-05-25T00:00:00.000000000", + "2023-05-26T00:00:00.000000000", + "2023-05-30T00:00:00.000000000", + "2023-05-31T00:00:00.000000000", + "2023-06-01T00:00:00.000000000", + "2023-06-02T00:00:00.000000000", + "2023-06-05T00:00:00.000000000", + "2023-06-06T00:00:00.000000000", + "2023-06-07T00:00:00.000000000", + "2023-06-08T00:00:00.000000000", + "2023-06-09T00:00:00.000000000", + "2023-06-12T00:00:00.000000000", + "2023-06-13T00:00:00.000000000", + "2023-06-14T00:00:00.000000000", + "2023-06-15T00:00:00.000000000", + "2023-06-16T00:00:00.000000000", + "2023-06-20T00:00:00.000000000", + "2023-06-21T00:00:00.000000000", + "2023-06-22T00:00:00.000000000", + "2023-06-23T00:00:00.000000000", + "2023-06-26T00:00:00.000000000", + "2023-06-27T00:00:00.000000000", + "2023-06-28T00:00:00.000000000", + "2023-06-29T00:00:00.000000000", + "2023-06-30T00:00:00.000000000", + "2023-07-03T00:00:00.000000000", + "2023-07-05T00:00:00.000000000", + "2023-07-06T00:00:00.000000000", + "2023-07-07T00:00:00.000000000", + "2023-07-10T00:00:00.000000000", + "2023-07-11T00:00:00.000000000", + "2023-07-12T00:00:00.000000000", + "2023-07-13T00:00:00.000000000", + "2023-07-14T00:00:00.000000000", + "2023-07-17T00:00:00.000000000", + "2023-07-18T00:00:00.000000000", + "2023-07-19T00:00:00.000000000", + "2023-07-20T00:00:00.000000000", + "2023-07-21T00:00:00.000000000", + "2023-07-24T00:00:00.000000000", + "2023-07-25T00:00:00.000000000", + "2023-07-26T00:00:00.000000000", + "2023-07-27T00:00:00.000000000", + "2023-07-28T00:00:00.000000000", + "2023-07-31T00:00:00.000000000", + "2023-08-01T00:00:00.000000000", + "2023-08-02T00:00:00.000000000", + "2023-08-03T00:00:00.000000000", + "2023-08-04T00:00:00.000000000", + "2023-08-07T00:00:00.000000000", + "2023-08-08T00:00:00.000000000", + "2023-08-09T00:00:00.000000000", + "2023-08-10T00:00:00.000000000", + "2023-08-11T00:00:00.000000000", + "2023-08-14T00:00:00.000000000", + "2023-08-15T00:00:00.000000000", + "2023-08-16T00:00:00.000000000", + "2023-08-17T00:00:00.000000000", + "2023-08-18T00:00:00.000000000", + "2023-08-21T00:00:00.000000000", + "2023-08-22T00:00:00.000000000", + "2023-08-23T00:00:00.000000000", + "2023-08-24T00:00:00.000000000", + "2023-08-25T00:00:00.000000000", + "2023-08-28T00:00:00.000000000", + "2023-08-29T00:00:00.000000000", + "2023-08-30T00:00:00.000000000", + "2023-08-31T00:00:00.000000000", + "2023-09-01T00:00:00.000000000", + "2023-09-05T00:00:00.000000000", + "2023-09-06T00:00:00.000000000", + "2023-09-07T00:00:00.000000000", + "2023-09-08T00:00:00.000000000", + "2023-09-11T00:00:00.000000000", + "2023-09-12T00:00:00.000000000", + "2023-09-13T00:00:00.000000000", + "2023-09-14T00:00:00.000000000", + "2023-09-15T00:00:00.000000000", + "2023-09-18T00:00:00.000000000", + "2023-09-19T00:00:00.000000000", + "2023-09-20T00:00:00.000000000", + "2023-09-21T00:00:00.000000000", + "2023-09-22T00:00:00.000000000", + "2023-09-25T00:00:00.000000000", + "2023-09-26T00:00:00.000000000", + "2023-09-27T00:00:00.000000000", + "2023-09-28T00:00:00.000000000", + "2023-09-29T00:00:00.000000000", + "2023-10-02T00:00:00.000000000", + "2023-10-03T00:00:00.000000000", + "2023-10-04T00:00:00.000000000", + "2023-10-05T00:00:00.000000000", + "2023-10-06T00:00:00.000000000", + "2023-10-09T00:00:00.000000000", + "2023-10-10T00:00:00.000000000", + "2023-10-11T00:00:00.000000000", + "2023-10-12T00:00:00.000000000", + "2023-10-13T00:00:00.000000000", + "2023-10-16T00:00:00.000000000", + "2023-10-17T00:00:00.000000000", + "2023-10-18T00:00:00.000000000", + "2023-10-19T00:00:00.000000000", + "2023-10-20T00:00:00.000000000", + "2023-10-23T00:00:00.000000000", + "2023-10-24T00:00:00.000000000", + "2023-10-25T00:00:00.000000000", + "2023-10-26T00:00:00.000000000", + "2023-10-27T00:00:00.000000000", + "2023-10-30T00:00:00.000000000", + "2023-10-31T00:00:00.000000000", + "2023-11-01T00:00:00.000000000", + "2023-11-02T00:00:00.000000000", + "2023-11-03T00:00:00.000000000", + "2023-11-06T00:00:00.000000000", + "2023-11-07T00:00:00.000000000", + "2023-11-08T00:00:00.000000000", + "2023-11-09T00:00:00.000000000", + "2023-11-10T00:00:00.000000000", + "2023-11-13T00:00:00.000000000", + "2023-11-14T00:00:00.000000000", + "2023-11-15T00:00:00.000000000", + "2023-11-16T00:00:00.000000000", + "2023-11-17T00:00:00.000000000", + "2023-11-20T00:00:00.000000000", + "2023-11-21T00:00:00.000000000", + "2023-11-22T00:00:00.000000000", + "2023-11-24T00:00:00.000000000", + "2023-11-27T00:00:00.000000000", + "2023-11-28T00:00:00.000000000", + "2023-11-29T00:00:00.000000000", + "2023-11-30T00:00:00.000000000", + "2023-12-01T00:00:00.000000000", + "2023-12-04T00:00:00.000000000", + "2023-12-05T00:00:00.000000000", + "2023-12-06T00:00:00.000000000", + "2023-12-07T00:00:00.000000000", + "2023-12-08T00:00:00.000000000", + "2023-12-11T00:00:00.000000000", + "2023-12-12T00:00:00.000000000", + "2023-12-13T00:00:00.000000000", + "2023-12-14T00:00:00.000000000", + "2023-12-15T00:00:00.000000000", + "2023-12-18T00:00:00.000000000", + "2023-12-19T00:00:00.000000000", + "2023-12-20T00:00:00.000000000", + "2023-12-21T00:00:00.000000000", + "2023-12-22T00:00:00.000000000", + "2023-12-26T00:00:00.000000000", + "2023-12-27T00:00:00.000000000", + "2023-12-28T00:00:00.000000000", + "2023-12-29T00:00:00.000000000", + "2024-01-02T00:00:00.000000000", + "2024-01-03T00:00:00.000000000", + "2024-01-04T00:00:00.000000000", + "2024-01-05T00:00:00.000000000", + "2024-01-08T00:00:00.000000000", + "2024-01-09T00:00:00.000000000", + "2024-01-10T00:00:00.000000000", + "2024-01-11T00:00:00.000000000", + "2024-01-12T00:00:00.000000000", + "2024-01-16T00:00:00.000000000", + "2024-01-17T00:00:00.000000000", + "2024-01-18T00:00:00.000000000", + "2024-01-19T00:00:00.000000000", + "2024-01-22T00:00:00.000000000", + "2024-01-23T00:00:00.000000000", + "2024-01-24T00:00:00.000000000", + "2024-01-25T00:00:00.000000000", + "2024-01-26T00:00:00.000000000", + "2024-01-29T00:00:00.000000000", + "2024-01-30T00:00:00.000000000", + "2024-01-31T00:00:00.000000000", + "2024-02-01T00:00:00.000000000", + "2024-02-02T00:00:00.000000000", + "2024-02-05T00:00:00.000000000", + "2024-02-06T00:00:00.000000000", + "2024-02-07T00:00:00.000000000", + "2024-02-08T00:00:00.000000000", + "2024-02-09T00:00:00.000000000", + "2024-02-12T00:00:00.000000000", + "2024-02-13T00:00:00.000000000", + "2024-02-14T00:00:00.000000000", + "2024-02-15T00:00:00.000000000", + "2024-02-16T00:00:00.000000000", + "2024-02-20T00:00:00.000000000", + "2024-02-21T00:00:00.000000000", + "2024-02-22T00:00:00.000000000", + "2024-02-23T00:00:00.000000000", + "2024-02-26T00:00:00.000000000", + "2024-02-27T00:00:00.000000000", + "2024-02-28T00:00:00.000000000", + "2024-02-29T00:00:00.000000000", + "2024-03-01T00:00:00.000000000", + "2024-03-04T00:00:00.000000000", + "2024-03-05T00:00:00.000000000", + "2024-03-06T00:00:00.000000000", + "2024-03-07T00:00:00.000000000", + "2024-03-08T00:00:00.000000000", + "2024-03-11T00:00:00.000000000", + "2024-03-12T00:00:00.000000000", + "2024-03-13T00:00:00.000000000", + "2024-03-14T00:00:00.000000000", + "2024-03-15T00:00:00.000000000", + "2024-03-18T00:00:00.000000000", + "2024-03-19T00:00:00.000000000", + "2024-03-20T00:00:00.000000000", + "2024-03-21T00:00:00.000000000", + "2024-03-22T00:00:00.000000000", + "2024-03-25T00:00:00.000000000", + "2024-03-26T00:00:00.000000000", + "2024-03-27T00:00:00.000000000", + "2024-03-28T00:00:00.000000000", + "2024-04-01T00:00:00.000000000", + "2024-04-02T00:00:00.000000000", + "2024-04-03T00:00:00.000000000", + "2024-04-04T00:00:00.000000000", + "2024-04-05T00:00:00.000000000", + "2024-04-08T00:00:00.000000000", + "2024-04-09T00:00:00.000000000", + "2024-04-10T00:00:00.000000000", + "2024-04-11T00:00:00.000000000", + "2024-04-12T00:00:00.000000000", + "2024-04-15T00:00:00.000000000", + "2024-04-16T00:00:00.000000000", + "2024-04-17T00:00:00.000000000", + "2024-04-18T00:00:00.000000000", + "2024-04-19T00:00:00.000000000", + "2024-04-22T00:00:00.000000000", + "2024-04-23T00:00:00.000000000", + "2024-04-24T00:00:00.000000000", + "2024-04-25T00:00:00.000000000", + "2024-04-26T00:00:00.000000000", + "2024-04-29T00:00:00.000000000", + "2024-04-30T00:00:00.000000000", + "2024-05-01T00:00:00.000000000", + "2024-05-02T00:00:00.000000000", + "2024-05-03T00:00:00.000000000", + "2024-05-06T00:00:00.000000000", + "2024-05-07T00:00:00.000000000", + "2024-05-08T00:00:00.000000000", + "2024-05-09T00:00:00.000000000", + "2024-05-10T00:00:00.000000000", + "2024-05-13T00:00:00.000000000", + "2024-05-14T00:00:00.000000000", + "2024-05-15T00:00:00.000000000", + "2024-05-16T00:00:00.000000000", + "2024-05-17T00:00:00.000000000", + "2024-05-20T00:00:00.000000000", + "2024-05-21T00:00:00.000000000", + "2024-05-22T00:00:00.000000000", + "2024-05-23T00:00:00.000000000", + "2024-05-24T00:00:00.000000000", + "2024-05-28T00:00:00.000000000", + "2024-05-29T00:00:00.000000000", + "2024-05-30T00:00:00.000000000", + "2024-05-31T00:00:00.000000000", + "2024-06-03T00:00:00.000000000", + "2024-06-04T00:00:00.000000000", + "2024-06-05T00:00:00.000000000", + "2024-06-06T00:00:00.000000000", + "2024-06-07T00:00:00.000000000", + "2024-06-10T00:00:00.000000000", + "2024-06-11T00:00:00.000000000", + "2024-06-12T00:00:00.000000000", + "2024-06-13T00:00:00.000000000", + "2024-06-14T00:00:00.000000000", + "2024-06-17T00:00:00.000000000", + "2024-06-18T00:00:00.000000000", + "2024-06-20T00:00:00.000000000", + "2024-06-21T00:00:00.000000000", + "2024-06-24T00:00:00.000000000", + "2024-06-25T00:00:00.000000000", + "2024-06-26T00:00:00.000000000", + "2024-06-27T00:00:00.000000000", + "2024-06-28T00:00:00.000000000", + "2024-07-01T00:00:00.000000000", + "2024-07-02T00:00:00.000000000", + "2024-07-03T00:00:00.000000000", + "2024-07-05T00:00:00.000000000", + "2024-07-08T00:00:00.000000000", + "2024-07-09T00:00:00.000000000", + "2024-07-10T00:00:00.000000000", + "2024-07-11T00:00:00.000000000", + "2024-07-12T00:00:00.000000000", + "2024-07-15T00:00:00.000000000", + "2024-07-16T00:00:00.000000000", + "2024-07-17T00:00:00.000000000", + "2024-07-18T00:00:00.000000000", + "2024-07-19T00:00:00.000000000", + "2024-07-22T00:00:00.000000000", + "2024-07-23T00:00:00.000000000", + "2024-07-24T00:00:00.000000000", + "2024-07-25T00:00:00.000000000", + "2024-07-26T00:00:00.000000000", + "2024-07-29T00:00:00.000000000", + "2024-07-30T00:00:00.000000000", + "2024-07-31T00:00:00.000000000", + "2024-08-01T00:00:00.000000000", + "2024-08-02T00:00:00.000000000", + "2024-08-05T00:00:00.000000000", + "2024-08-06T00:00:00.000000000", + "2024-08-07T00:00:00.000000000", + "2024-08-08T00:00:00.000000000", + "2024-08-09T00:00:00.000000000", + "2024-08-12T00:00:00.000000000", + "2024-08-13T00:00:00.000000000", + "2024-08-14T00:00:00.000000000", + "2024-08-15T00:00:00.000000000", + "2024-08-16T00:00:00.000000000", + "2024-08-19T00:00:00.000000000", + "2024-08-20T00:00:00.000000000", + "2024-08-21T00:00:00.000000000", + "2024-08-22T00:00:00.000000000", + "2024-08-23T00:00:00.000000000", + "2024-08-26T00:00:00.000000000", + "2024-08-27T00:00:00.000000000", + "2024-08-28T00:00:00.000000000", + "2024-08-29T00:00:00.000000000", + "2024-08-30T00:00:00.000000000", + "2024-09-03T00:00:00.000000000", + "2024-09-04T00:00:00.000000000", + "2024-09-05T00:00:00.000000000", + "2024-09-06T00:00:00.000000000", + "2024-09-09T00:00:00.000000000", + "2024-09-10T00:00:00.000000000", + "2024-09-11T00:00:00.000000000", + "2024-09-12T00:00:00.000000000", + "2024-09-13T00:00:00.000000000", + "2024-09-16T00:00:00.000000000", + "2024-09-17T00:00:00.000000000", + "2024-09-18T00:00:00.000000000", + "2024-09-19T00:00:00.000000000", + "2024-09-20T00:00:00.000000000", + "2024-09-23T00:00:00.000000000", + "2024-09-24T00:00:00.000000000", + "2024-09-25T00:00:00.000000000", + "2024-09-26T00:00:00.000000000", + "2024-09-27T00:00:00.000000000", + "2024-09-30T00:00:00.000000000", + "2024-10-01T00:00:00.000000000", + "2024-10-02T00:00:00.000000000", + "2024-10-03T00:00:00.000000000", + "2024-10-04T00:00:00.000000000", + "2024-10-07T00:00:00.000000000", + "2024-10-08T00:00:00.000000000", + "2024-10-09T00:00:00.000000000", + "2024-10-10T00:00:00.000000000", + "2024-10-11T00:00:00.000000000", + "2024-10-14T00:00:00.000000000", + "2024-10-15T00:00:00.000000000", + "2024-10-16T00:00:00.000000000", + "2024-10-17T00:00:00.000000000", + "2024-10-18T00:00:00.000000000", + "2024-10-21T00:00:00.000000000", + "2024-10-22T00:00:00.000000000", + "2024-10-23T00:00:00.000000000", + "2024-10-24T00:00:00.000000000", + "2024-10-25T00:00:00.000000000", + "2024-10-28T00:00:00.000000000", + "2024-10-29T00:00:00.000000000", + "2024-10-30T00:00:00.000000000", + "2024-10-31T00:00:00.000000000", + "2024-11-01T00:00:00.000000000", + "2024-11-04T00:00:00.000000000", + "2024-11-05T00:00:00.000000000", + "2024-11-06T00:00:00.000000000", + "2024-11-07T00:00:00.000000000", + "2024-11-08T00:00:00.000000000", + "2024-11-11T00:00:00.000000000", + "2024-11-12T00:00:00.000000000", + "2024-11-13T00:00:00.000000000", + "2024-11-14T00:00:00.000000000", + "2024-11-15T00:00:00.000000000", + "2024-11-18T00:00:00.000000000", + "2024-11-19T00:00:00.000000000", + "2024-11-20T00:00:00.000000000", + "2024-11-21T00:00:00.000000000", + "2024-11-22T00:00:00.000000000", + "2024-11-25T00:00:00.000000000", + "2024-11-26T00:00:00.000000000", + "2024-11-27T00:00:00.000000000", + "2024-11-29T00:00:00.000000000", + "2024-12-02T00:00:00.000000000", + "2024-12-03T00:00:00.000000000", + "2024-12-04T00:00:00.000000000", + "2024-12-05T00:00:00.000000000", + "2024-12-06T00:00:00.000000000", + "2024-12-09T00:00:00.000000000", + "2024-12-10T00:00:00.000000000", + "2024-12-11T00:00:00.000000000", + "2024-12-12T00:00:00.000000000", + "2024-12-13T00:00:00.000000000", + "2024-12-16T00:00:00.000000000", + "2024-12-17T00:00:00.000000000", + "2024-12-18T00:00:00.000000000", + "2024-12-19T00:00:00.000000000", + "2024-12-20T00:00:00.000000000", + "2024-12-23T00:00:00.000000000", + "2024-12-24T00:00:00.000000000", + "2024-12-26T00:00:00.000000000", + "2024-12-27T00:00:00.000000000", + "2024-12-30T00:00:00.000000000", + "2024-12-31T00:00:00.000000000", + "2025-01-02T00:00:00.000000000", + "2025-01-03T00:00:00.000000000", + "2025-01-06T00:00:00.000000000", + "2025-01-07T00:00:00.000000000", + "2025-01-08T00:00:00.000000000", + "2025-01-10T00:00:00.000000000", + "2025-01-13T00:00:00.000000000", + "2025-01-14T00:00:00.000000000", + "2025-01-15T00:00:00.000000000", + "2025-01-16T00:00:00.000000000", + "2025-01-17T00:00:00.000000000", + "2025-01-21T00:00:00.000000000", + "2025-01-22T00:00:00.000000000", + "2025-01-23T00:00:00.000000000", + "2025-01-24T00:00:00.000000000", + "2025-01-27T00:00:00.000000000", + "2025-01-28T00:00:00.000000000", + "2025-01-29T00:00:00.000000000", + "2025-01-30T00:00:00.000000000", + "2025-01-31T00:00:00.000000000", + "2025-02-03T00:00:00.000000000", + "2025-02-04T00:00:00.000000000", + "2025-02-05T00:00:00.000000000", + "2025-02-06T00:00:00.000000000", + "2025-02-07T00:00:00.000000000", + "2025-02-10T00:00:00.000000000", + "2025-02-11T00:00:00.000000000", + "2025-02-12T00:00:00.000000000", + "2025-02-13T00:00:00.000000000", + "2025-02-14T00:00:00.000000000", + "2025-02-18T00:00:00.000000000", + "2025-02-19T00:00:00.000000000", + "2025-02-20T00:00:00.000000000", + "2025-02-21T00:00:00.000000000", + "2025-02-24T00:00:00.000000000", + "2025-02-25T00:00:00.000000000", + "2025-02-26T00:00:00.000000000", + "2025-02-27T00:00:00.000000000", + "2025-02-28T00:00:00.000000000", + "2025-03-03T00:00:00.000000000", + "2025-03-04T00:00:00.000000000", + "2025-03-05T00:00:00.000000000", + "2025-03-06T00:00:00.000000000", + "2025-03-07T00:00:00.000000000", + "2025-03-10T00:00:00.000000000", + "2025-03-11T00:00:00.000000000", + "2025-03-12T00:00:00.000000000", + "2025-03-13T00:00:00.000000000", + "2025-03-14T00:00:00.000000000", + "2025-03-17T00:00:00.000000000", + "2025-03-18T00:00:00.000000000", + "2025-03-19T00:00:00.000000000", + "2025-03-20T00:00:00.000000000", + "2025-03-21T00:00:00.000000000", + "2025-03-24T00:00:00.000000000", + "2025-03-25T00:00:00.000000000", + "2025-03-26T00:00:00.000000000", + "2025-03-27T00:00:00.000000000", + "2025-03-28T00:00:00.000000000", + "2025-03-31T00:00:00.000000000", + "2025-04-01T00:00:00.000000000", + "2025-04-02T00:00:00.000000000", + "2025-04-03T00:00:00.000000000", + "2025-04-04T00:00:00.000000000", + "2025-04-07T00:00:00.000000000", + "2025-04-08T00:00:00.000000000", + "2025-04-09T00:00:00.000000000", + "2025-04-10T00:00:00.000000000", + "2025-04-11T00:00:00.000000000", + "2025-04-14T00:00:00.000000000", + "2025-04-15T00:00:00.000000000", + "2025-04-16T00:00:00.000000000", + "2025-04-17T00:00:00.000000000", + "2025-04-21T00:00:00.000000000", + "2025-04-22T00:00:00.000000000", + "2025-04-23T00:00:00.000000000", + "2025-04-24T00:00:00.000000000", + "2025-04-25T00:00:00.000000000", + "2025-04-28T00:00:00.000000000", + "2025-04-29T00:00:00.000000000", + "2025-04-30T00:00:00.000000000", + "2025-05-01T00:00:00.000000000", + "2025-05-02T00:00:00.000000000", + "2025-05-05T00:00:00.000000000", + "2025-05-06T00:00:00.000000000", + "2025-05-07T00:00:00.000000000", + "2025-05-08T00:00:00.000000000", + "2025-05-09T00:00:00.000000000", + "2025-05-12T00:00:00.000000000", + "2025-05-13T00:00:00.000000000", + "2025-05-14T00:00:00.000000000", + "2025-05-15T00:00:00.000000000", + "2025-05-16T00:00:00.000000000", + "2025-05-19T00:00:00.000000000", + "2025-05-20T00:00:00.000000000", + "2025-05-21T00:00:00.000000000", + "2025-05-22T00:00:00.000000000", + "2025-05-23T00:00:00.000000000", + "2025-05-27T00:00:00.000000000", + "2025-05-28T00:00:00.000000000", + "2025-05-29T00:00:00.000000000", + "2025-05-30T00:00:00.000000000", + "2025-06-02T00:00:00.000000000", + "2025-06-03T00:00:00.000000000", + "2025-06-04T00:00:00.000000000", + "2025-06-05T00:00:00.000000000", + "2025-06-06T00:00:00.000000000", + "2025-06-09T00:00:00.000000000", + "2025-06-10T00:00:00.000000000", + "2025-06-11T00:00:00.000000000", + "2025-06-12T00:00:00.000000000", + "2025-06-13T00:00:00.000000000", + "2025-06-16T00:00:00.000000000", + "2025-06-17T00:00:00.000000000", + "2025-06-18T00:00:00.000000000", + "2025-06-20T00:00:00.000000000", + "2025-06-23T00:00:00.000000000", + "2025-06-24T00:00:00.000000000", + "2025-06-25T00:00:00.000000000", + "2025-06-26T00:00:00.000000000", + "2025-06-27T00:00:00.000000000", + "2025-06-30T00:00:00.000000000", + "2025-07-01T00:00:00.000000000", + "2025-07-02T00:00:00.000000000", + "2025-07-03T00:00:00.000000000", + "2025-07-07T00:00:00.000000000", + "2025-07-08T00:00:00.000000000", + "2025-07-09T00:00:00.000000000", + "2025-07-10T00:00:00.000000000", + "2025-07-11T00:00:00.000000000", + "2025-07-14T00:00:00.000000000", + "2025-07-15T00:00:00.000000000", + "2025-07-16T00:00:00.000000000", + "2025-07-17T00:00:00.000000000", + "2025-07-18T00:00:00.000000000", + "2025-07-21T00:00:00.000000000", + "2025-07-22T00:00:00.000000000", + "2025-07-23T00:00:00.000000000", + "2025-07-24T00:00:00.000000000", + "2025-07-25T00:00:00.000000000", + "2025-07-28T00:00:00.000000000", + "2025-07-29T00:00:00.000000000", + "2025-07-30T00:00:00.000000000", + "2025-07-31T00:00:00.000000000", + "2025-08-01T00:00:00.000000000", + "2025-08-04T00:00:00.000000000", + "2025-08-05T00:00:00.000000000", + "2025-08-06T00:00:00.000000000", + "2025-08-07T00:00:00.000000000", + "2025-08-08T00:00:00.000000000", + "2025-08-11T00:00:00.000000000", + "2025-08-12T00:00:00.000000000", + "2025-08-13T00:00:00.000000000", + "2025-08-14T00:00:00.000000000", + "2025-08-15T00:00:00.000000000", + "2025-08-18T00:00:00.000000000", + "2025-08-19T00:00:00.000000000", + "2025-08-20T00:00:00.000000000", + "2025-08-21T00:00:00.000000000", + "2025-08-22T00:00:00.000000000", + "2025-08-25T00:00:00.000000000", + "2025-08-26T00:00:00.000000000", + "2025-08-27T00:00:00.000000000", + "2025-08-28T00:00:00.000000000", + "2025-08-29T00:00:00.000000000", + "2025-09-02T00:00:00.000000000", + "2025-09-03T00:00:00.000000000", + "2025-09-04T00:00:00.000000000", + "2025-09-05T00:00:00.000000000", + "2025-09-08T00:00:00.000000000", + "2025-09-09T00:00:00.000000000", + "2025-09-10T00:00:00.000000000", + "2025-09-11T00:00:00.000000000", + "2025-09-12T00:00:00.000000000", + "2025-09-15T00:00:00.000000000", + "2025-09-16T00:00:00.000000000", + "2025-09-17T00:00:00.000000000", + "2025-09-18T00:00:00.000000000", + "2025-09-19T00:00:00.000000000", + "2025-09-22T00:00:00.000000000", + "2025-09-23T00:00:00.000000000", + "2025-09-24T00:00:00.000000000", + "2025-09-25T00:00:00.000000000", + "2025-09-26T00:00:00.000000000", + "2025-09-29T00:00:00.000000000", + "2025-09-30T00:00:00.000000000", + "2025-10-01T00:00:00.000000000", + "2025-10-02T00:00:00.000000000", + "2025-10-03T00:00:00.000000000", + "2025-10-06T00:00:00.000000000", + "2025-10-07T00:00:00.000000000", + "2025-10-08T00:00:00.000000000", + "2025-10-09T00:00:00.000000000", + "2025-10-10T00:00:00.000000000", + "2025-10-13T00:00:00.000000000", + "2025-10-14T00:00:00.000000000", + "2025-10-15T00:00:00.000000000", + "2025-10-16T00:00:00.000000000", + "2025-10-17T00:00:00.000000000", + "2025-10-20T00:00:00.000000000", + "2025-10-21T00:00:00.000000000", + "2025-10-22T00:00:00.000000000", + "2025-10-23T00:00:00.000000000", + "2025-10-24T00:00:00.000000000", + "2025-10-27T00:00:00.000000000", + "2025-10-28T00:00:00.000000000", + "2025-10-29T00:00:00.000000000", + "2025-10-30T00:00:00.000000000", + "2025-10-31T00:00:00.000000000", + "2025-11-03T00:00:00.000000000", + "2025-11-04T00:00:00.000000000", + "2025-11-05T00:00:00.000000000", + "2025-11-06T00:00:00.000000000", + "2025-11-07T00:00:00.000000000", + "2025-11-10T00:00:00.000000000", + "2025-11-11T00:00:00.000000000", + "2025-11-12T00:00:00.000000000", + "2025-11-13T00:00:00.000000000", + "2025-11-14T00:00:00.000000000", + "2025-11-17T00:00:00.000000000", + "2025-11-18T00:00:00.000000000", + "2025-11-19T00:00:00.000000000", + "2025-11-20T00:00:00.000000000", + "2025-11-21T00:00:00.000000000", + "2025-11-24T00:00:00.000000000", + "2025-11-25T00:00:00.000000000", + "2025-11-26T00:00:00.000000000", + "2025-11-28T00:00:00.000000000", + "2025-12-01T00:00:00.000000000", + "2025-12-02T00:00:00.000000000", + "2025-12-03T00:00:00.000000000", + "2025-12-04T00:00:00.000000000", + "2025-12-05T00:00:00.000000000", + "2025-12-08T00:00:00.000000000", + "2025-12-09T00:00:00.000000000", + "2025-12-10T00:00:00.000000000", + "2025-12-11T00:00:00.000000000", + "2025-12-12T00:00:00.000000000", + "2025-12-15T00:00:00.000000000", + "2025-12-16T00:00:00.000000000", + "2025-12-17T00:00:00.000000000", + "2025-12-18T00:00:00.000000000", + "2025-12-19T00:00:00.000000000", + "2025-12-22T00:00:00.000000000", + "2025-12-23T00:00:00.000000000", + "2025-12-24T00:00:00.000000000", + "2025-12-26T00:00:00.000000000", + "2025-12-29T00:00:00.000000000", + "2025-12-30T00:00:00.000000000", + "2025-12-31T00:00:00.000000000", + "2026-01-02T00:00:00.000000000", + "2026-01-05T00:00:00.000000000", + "2026-01-06T00:00:00.000000000", + "2026-01-07T00:00:00.000000000", + "2026-01-08T00:00:00.000000000", + "2026-01-09T00:00:00.000000000", + "2026-01-12T00:00:00.000000000", + "2026-01-13T00:00:00.000000000", + "2026-01-14T00:00:00.000000000", + "2026-01-15T00:00:00.000000000", + "2026-01-16T00:00:00.000000000", + "2026-01-20T00:00:00.000000000", + "2026-01-21T00:00:00.000000000", + "2026-01-22T00:00:00.000000000", + "2026-01-23T00:00:00.000000000", + "2026-01-26T00:00:00.000000000", + "2026-01-27T00:00:00.000000000", + "2026-01-28T00:00:00.000000000", + "2026-01-29T00:00:00.000000000", + "2026-01-30T00:00:00.000000000", + "2026-02-02T00:00:00.000000000", + "2026-02-03T00:00:00.000000000", + "2026-02-04T00:00:00.000000000", + "2026-02-05T00:00:00.000000000", + "2026-02-06T00:00:00.000000000", + "2026-02-09T00:00:00.000000000", + "2026-02-10T00:00:00.000000000", + "2026-02-11T00:00:00.000000000", + "2026-02-12T00:00:00.000000000", + "2026-02-13T00:00:00.000000000", + "2026-02-17T00:00:00.000000000", + "2026-02-18T00:00:00.000000000", + "2026-02-19T00:00:00.000000000", + "2026-02-20T00:00:00.000000000", + "2026-02-23T00:00:00.000000000", + "2026-02-24T00:00:00.000000000", + "2026-02-25T00:00:00.000000000", + "2026-02-26T00:00:00.000000000", + "2026-02-27T00:00:00.000000000", + "2026-03-02T00:00:00.000000000", + "2026-03-03T00:00:00.000000000", + "2026-03-04T00:00:00.000000000", + "2026-03-05T00:00:00.000000000", + "2026-03-06T00:00:00.000000000", + "2026-03-09T00:00:00.000000000", + "2026-03-10T00:00:00.000000000", + "2026-03-11T00:00:00.000000000", + "2026-03-12T00:00:00.000000000", + "2026-03-13T00:00:00.000000000", + "2026-03-16T00:00:00.000000000", + "2026-03-17T00:00:00.000000000", + "2026-03-18T00:00:00.000000000", + "2026-03-19T00:00:00.000000000", + "2026-03-20T00:00:00.000000000", + "2026-03-23T00:00:00.000000000", + "2026-03-24T00:00:00.000000000", + "2026-03-25T00:00:00.000000000", + "2026-03-26T00:00:00.000000000", + "2026-03-27T00:00:00.000000000", + "2026-03-30T00:00:00.000000000", + "2026-03-31T00:00:00.000000000", + "2026-04-01T00:00:00.000000000", + "2026-04-02T00:00:00.000000000", + "2026-04-06T00:00:00.000000000", + "2026-04-07T00:00:00.000000000", + "2026-04-08T00:00:00.000000000", + "2026-04-09T00:00:00.000000000", + "2026-04-10T00:00:00.000000000", + "2026-04-13T00:00:00.000000000", + "2026-04-14T00:00:00.000000000", + "2026-04-15T00:00:00.000000000", + "2026-04-16T00:00:00.000000000", + "2026-04-17T00:00:00.000000000", + "2026-04-20T00:00:00.000000000", + "2026-04-21T00:00:00.000000000", + "2026-04-22T00:00:00.000000000", + "2026-04-23T00:00:00.000000000", + "2026-04-24T00:00:00.000000000", + "2026-04-27T00:00:00.000000000", + "2026-04-28T00:00:00.000000000", + "2026-04-29T00:00:00.000000000", + "2026-04-30T00:00:00.000000000", + "2026-05-01T00:00:00.000000000", + "2026-05-04T00:00:00.000000000", + "2026-05-05T00:00:00.000000000", + "2026-05-06T00:00:00.000000000", + "2026-05-07T00:00:00.000000000", + "2026-05-08T00:00:00.000000000", + "2026-05-11T00:00:00.000000000", + "2026-05-12T00:00:00.000000000", + "2026-05-13T00:00:00.000000000", + "2026-05-14T00:00:00.000000000", + "2026-05-15T00:00:00.000000000", + "2026-05-18T00:00:00.000000000", + "2026-05-19T00:00:00.000000000", + "2026-05-20T00:00:00.000000000", + "2026-05-21T00:00:00.000000000", + "2026-05-22T00:00:00.000000000", + "2026-05-26T00:00:00.000000000", + "2026-05-27T00:00:00.000000000", + "2026-05-28T00:00:00.000000000", + "2026-05-29T00:00:00.000000000", + "2026-06-01T00:00:00.000000000", + "2026-06-02T00:00:00.000000000", + "2026-06-03T00:00:00.000000000", + "2026-06-04T00:00:00.000000000", + "2026-06-05T00:00:00.000000000", + "2026-06-08T00:00:00.000000000", + "2026-06-09T00:00:00.000000000", + "2026-06-10T00:00:00.000000000", + "2026-06-11T00:00:00.000000000", + "2026-06-12T00:00:00.000000000", + "2026-06-15T00:00:00.000000000", + "2026-06-16T00:00:00.000000000", + "2026-06-17T00:00:00.000000000", + "2026-06-18T00:00:00.000000000", + "2026-06-22T00:00:00.000000000", + "2026-06-23T00:00:00.000000000", + "2026-06-24T00:00:00.000000000", + "2026-06-25T00:00:00.000000000", + "2026-06-26T00:00:00.000000000", + "2026-06-29T00:00:00.000000000", + "2026-06-30T00:00:00.000000000", + "2026-07-01T00:00:00.000000000", + "2026-07-02T00:00:00.000000000", + "2026-07-06T00:00:00.000000000", + "2026-07-07T00:00:00.000000000", + "2026-07-08T00:00:00.000000000", + "2026-07-09T00:00:00.000000000", + "2026-07-10T00:00:00.000000000", + "2026-07-13T00:00:00.000000000", + "2026-07-14T00:00:00.000000000", + "2026-07-15T00:00:00.000000000", + "2026-07-16T00:00:00.000000000", + "2026-07-17T00:00:00.000000000", + "2026-07-20T00:00:00.000000000", + "2026-07-21T00:00:00.000000000", + "2026-07-22T00:00:00.000000000", + "2026-07-23T00:00:00.000000000", + "2026-07-24T00:00:00.000000000", + "2026-07-27T00:00:00.000000000", + "2026-07-28T00:00:00.000000000", + "2026-07-29T00:00:00.000000000", + "2026-07-30T00:00:00.000000000", + "2026-07-31T00:00:00.000000000", + "2026-08-03T00:00:00.000000000", + "2026-08-04T00:00:00.000000000", + "2026-08-05T00:00:00.000000000" + ], + "xaxis": "x4", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y4" + }, + { + "line": { + "color": "#199e70", + "width": 1.2 + }, + "mode": "lines", + "name": "oil_log_ret_1b_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-01T00:00:00.000000", + "2016-01-04T00:00:00.000000", + "2016-01-05T00:00:00.000000", + "2016-01-06T00:00:00.000000", + "2016-01-07T00:00:00.000000", + "2016-01-08T00:00:00.000000", + "2016-01-11T00:00:00.000000", + "2016-01-12T00:00:00.000000", + "2016-01-13T00:00:00.000000", + "2016-01-14T00:00:00.000000", + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000", + "2026-07-16T00:00:00.000000", + "2026-07-17T00:00:00.000000", + "2026-07-20T00:00:00.000000", + "2026-07-21T00:00:00.000000", + "2026-07-22T00:00:00.000000", + "2026-07-23T00:00:00.000000", + "2026-07-24T00:00:00.000000", + "2026-07-27T00:00:00.000000", + "2026-07-28T00:00:00.000000", + "2026-07-29T00:00:00.000000", + "2026-07-30T00:00:00.000000", + "2026-07-31T00:00:00.000000", + "2026-08-03T00:00:00.000000" + ], + "xaxis": "x5", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y5" + }, + { + "line": { + "color": "#d95926", + "width": 1.2 + }, + "mode": "lines", + "name": "unemployment_rate_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000" + ], + "xaxis": "x6", + "y": { + "bdata": "AAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAMzMzMzMzE0AzMzMzMzMTQDMzMzMzMxNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0AAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFEAAAAAAAAAUQAAAAAAAABRAAAAAAAAAFECamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQJqZmZmZmRNAmpmZmZmZE0CamZmZmZkTQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAZmZmZmZmEkBmZmZmZmYSQGZmZmZmZhJAZmZmZmZmEkBmZmZmZmYSQGZmZmZmZhJAZmZmZmZmEkBmZmZmZmYSQGZmZmZmZhJAZmZmZmZmEkBmZmZmZmYSQGZmZmZmZhJAZmZmZmZmEkBmZmZmZmYSQGZmZmZmZhJAZmZmZmZmEkBmZmZmZmYSQGZmZmZmZhJAZmZmZmZmEkBmZmZmZmYSQGZmZmZmZhJAZmZmZmZmEkBmZmZmZmYSQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDECamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADECamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmS1AmpmZmZmZLUCamZmZmZktQJqZmZmZmS1AmpmZmZmZLUCamZmZmZktQJqZmZmZmS1AmpmZmZmZLUCamZmZmZktQJqZmZmZmS1AmpmZmZmZLUCamZmZmZktQJqZmZmZmS1AmpmZmZmZLUCamZmZmZktQJqZmZmZmS1AmpmZmZmZLUCamZmZmZktQJqZmZmZmS1AmpmZmZmZLUCamZmZmZktQGZmZmZmZipAZmZmZmZmKkBmZmZmZmYqQGZmZmZmZipAZmZmZmZmKkBmZmZmZmYqQGZmZmZmZipAZmZmZmZmKkBmZmZmZmYqQGZmZmZmZipAZmZmZmZmKkBmZmZmZmYqQGZmZmZmZipAZmZmZmZmKkBmZmZmZmYqQGZmZmZmZipAZmZmZmZmKkBmZmZmZmYqQGZmZmZmZipAZmZmZmZmKkBmZmZmZmYqQGZmZmZmZipAAAAAAAAAJkAAAAAAAAAmQAAAAAAAACZAAAAAAAAAJkAAAAAAAAAmQAAAAAAAACZAAAAAAAAAJkAAAAAAAAAmQAAAAAAAACZAAAAAAAAAJkAAAAAAAAAmQAAAAAAAACZAAAAAAAAAJkAAAAAAAAAmQAAAAAAAACZAAAAAAAAAJkAAAAAAAAAmQAAAAAAAACZAAAAAAAAAJkAAAAAAAAAmQAAAAAAAACZAAAAAAAAAJkAAAAAAAAAmQGZmZmZmZiRAZmZmZmZmJEBmZmZmZmYkQGZmZmZmZiRAZmZmZmZmJEBmZmZmZmYkQGZmZmZmZiRAZmZmZmZmJEBmZmZmZmYkQGZmZmZmZiRAZmZmZmZmJEBmZmZmZmYkQGZmZmZmZiRAZmZmZmZmJEBmZmZmZmYkQGZmZmZmZiRAZmZmZmZmJEBmZmZmZmYkQGZmZmZmZiRAZmZmZmZmJEBmZmZmZmYkQM3MzMzMzCBAzczMzMzMIEDNzMzMzMwgQM3MzMzMzCBAzczMzMzMIEDNzMzMzMwgQM3MzMzMzCBAzczMzMzMIEDNzMzMzMwgQM3MzMzMzCBAzczMzMzMIEDNzMzMzMwgQM3MzMzMzCBAzczMzMzMIEDNzMzMzMwgQM3MzMzMzCBAzczMzMzMIEDNzMzMzMwgQM3MzMzMzCBAzczMzMzMIEDNzMzMzMwgQM3MzMzMzCBAMzMzMzMzH0AzMzMzMzMfQDMzMzMzMx9AMzMzMzMzH0AzMzMzMzMfQDMzMzMzMx9AMzMzMzMzH0AzMzMzMzMfQDMzMzMzMx9AMzMzMzMzH0AzMzMzMzMfQDMzMzMzMx9AMzMzMzMzH0AzMzMzMzMfQDMzMzMzMx9AMzMzMzMzH0AzMzMzMzMfQDMzMzMzMx9AMzMzMzMzH0AzMzMzMzMfQDMzMzMzMx9AMzMzMzMzH0CamZmZmZkbQJqZmZmZmRtAmpmZmZmZG0CamZmZmZkbQJqZmZmZmRtAmpmZmZmZG0CamZmZmZkbQJqZmZmZmRtAmpmZmZmZG0CamZmZmZkbQJqZmZmZmRtAmpmZmZmZG0CamZmZmZkbQJqZmZmZmRtAmpmZmZmZG0CamZmZmZkbQJqZmZmZmRtAmpmZmZmZG0CamZmZmZkbQJqZmZmZmRtAmpmZmZmZG0DNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAzczMzMzMGkDNzMzMzMwaQM3MzMzMzBpAmpmZmZmZGUCamZmZmZkZQJqZmZmZmRlAmpmZmZmZGUCamZmZmZkZQJqZmZmZmRlAmpmZmZmZGUCamZmZmZkZQJqZmZmZmRlAmpmZmZmZGUCamZmZmZkZQJqZmZmZmRlAmpmZmZmZGUCamZmZmZkZQJqZmZmZmRlAmpmZmZmZGUCamZmZmZkZQJqZmZmZmRlAmpmZmZmZGUCamZmZmZkZQM3MzMzMzBhAzczMzMzMGEDNzMzMzMwYQM3MzMzMzBhAzczMzMzMGEDNzMzMzMwYQM3MzMzMzBhAzczMzMzMGEDNzMzMzMwYQM3MzMzMzBhAzczMzMzMGEDNzMzMzMwYQM3MzMzMzBhAzczMzMzMGEDNzMzMzMwYQM3MzMzMzBhAzczMzMzMGEDNzMzMzMwYQM3MzMzMzBhAzczMzMzMGEDNzMzMzMwYQM3MzMzMzBhAzczMzMzMGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQGZmZmZmZhhAZmZmZmZmGEBmZmZmZmYYQDMzMzMzMxdAMzMzMzMzF0AzMzMzMzMXQDMzMzMzMxdAMzMzMzMzF0AzMzMzMzMXQDMzMzMzMxdAMzMzMzMzF0AzMzMzMzMXQDMzMzMzMxdAMzMzMzMzF0AzMzMzMzMXQDMzMzMzMxdAMzMzMzMzF0AzMzMzMzMXQDMzMzMzMxdAMzMzMzMzF0AzMzMzMzMXQDMzMzMzMxdAMzMzMzMzF0AzMzMzMzMXQDMzMzMzMxdAmpmZmZmZF0CamZmZmZkXQJqZmZmZmRdAmpmZmZmZF0CamZmZmZkXQJqZmZmZmRdAmpmZmZmZF0CamZmZmZkXQJqZmZmZmRdAmpmZmZmZF0CamZmZmZkXQJqZmZmZmRdAmpmZmZmZF0CamZmZmZkXQJqZmZmZmRdAmpmZmZmZF0CamZmZmZkXQJqZmZmZmRdAmpmZmZmZF0CamZmZmZkXQJqZmZmZmRdAmpmZmZmZF0CamZmZmZkVQJqZmZmZmRVAmpmZmZmZFUCamZmZmZkVQJqZmZmZmRVAmpmZmZmZFUCamZmZmZkVQJqZmZmZmRVAmpmZmZmZFUCamZmZmZkVQJqZmZmZmRVAmpmZmZmZFUCamZmZmZkVQJqZmZmZmRVAmpmZmZmZFUCamZmZmZkVQJqZmZmZmRVAmpmZmZmZFUCamZmZmZkVQJqZmZmZmRVAmpmZmZmZFUCamZmZmZkVQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAZmZmZmZmFEBmZmZmZmYUQGZmZmZmZhRAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAzczMzMzMEkDNzMzMzMwSQM3MzMzMzBJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0CamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAMzMzMzMzC0AzMzMzMzMLQDMzMzMzMwtAMzMzMzMzC0AzMzMzMzMLQDMzMzMzMwtAMzMzMzMzC0AzMzMzMzMLQDMzMzMzMwtAMzMzMzMzC0AzMzMzMzMLQDMzMzMzMwtAMzMzMzMzC0AzMzMzMzMLQDMzMzMzMwtAMzMzMzMzC0AzMzMzMzMLQDMzMzMzMwtAMzMzMzMzC0AzMzMzMzMLQDMzMzMzMwtAMzMzMzMzC0AzMzMzMzMLQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAzczMzMzMDEDNzMzMzMwMQM3MzMzMzAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQAAAAAAAAAxAAAAAAAAADEAAAAAAAAAMQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0CamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AZmZmZmZmDkBmZmZmZmYOQGZmZmZmZg5AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AmpmZmZmZDUCamZmZmZkNQJqZmZmZmQ1AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQDMzMzMzMw9AMzMzMzMzD0AzMzMzMzMPQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAAAAAAAAAEEAAAAAAAAAQQAAAAAAAABBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQM3MzMzMzBBAzczMzMzMEEDNzMzMzMwQQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEBmZmZmZmYQQGZmZmZmZhBAZmZmZmZmEEAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQAAAAAAAABJAAAAAAAAAEkAAAAAAAAASQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAmpmZmZmZEUCamZmZmZkRQJqZmZmZmRFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQDMzMzMzMxFAMzMzMzMzEUAzMzMzMzMRQM3MzMzMzBBA", + "dtype": "f8" + }, + "yaxis": "y6" + }, + { + "line": { + "color": "#9085e9", + "width": 1.2 + }, + "mode": "lines", + "name": "ust10y_level_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-01T00:00:00.000000", + "2016-01-04T00:00:00.000000", + "2016-01-05T00:00:00.000000", + "2016-01-06T00:00:00.000000", + "2016-01-07T00:00:00.000000", + "2016-01-08T00:00:00.000000", + "2016-01-11T00:00:00.000000", + "2016-01-12T00:00:00.000000", + "2016-01-13T00:00:00.000000", + "2016-01-14T00:00:00.000000", + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000", + "2026-07-16T00:00:00.000000", + "2026-07-17T00:00:00.000000", + "2026-07-20T00:00:00.000000", + "2026-07-21T00:00:00.000000", + "2026-07-22T00:00:00.000000", + "2026-07-23T00:00:00.000000", + "2026-07-24T00:00:00.000000", + "2026-07-27T00:00:00.000000", + "2026-07-28T00:00:00.000000", + "2026-07-29T00:00:00.000000", + "2026-07-30T00:00:00.000000", + "2026-07-31T00:00:00.000000", + "2026-08-03T00:00:00.000000", + "2026-08-04T00:00:00.000000" + ], + "xaxis": "x7", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y7" + }, + { + "line": { + "color": "#e66767", + "width": 1.2 + }, + "mode": "lines", + "name": "ust2y10y_spread_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-01T00:00:00.000000", + "2016-01-04T00:00:00.000000", + "2016-01-05T00:00:00.000000", + "2016-01-06T00:00:00.000000", + "2016-01-07T00:00:00.000000", + "2016-01-08T00:00:00.000000", + "2016-01-11T00:00:00.000000", + "2016-01-12T00:00:00.000000", + "2016-01-13T00:00:00.000000", + "2016-01-14T00:00:00.000000", + "2016-01-15T00:00:00.000000", + "2016-01-18T00:00:00.000000", + "2016-01-19T00:00:00.000000", + "2016-01-20T00:00:00.000000", + "2016-01-21T00:00:00.000000", + "2016-01-22T00:00:00.000000", + "2016-01-25T00:00:00.000000", + "2016-01-26T00:00:00.000000", + "2016-01-27T00:00:00.000000", + "2016-01-28T00:00:00.000000", + "2016-01-29T00:00:00.000000", + "2016-02-01T00:00:00.000000", + "2016-02-02T00:00:00.000000", + "2016-02-03T00:00:00.000000", + "2016-02-04T00:00:00.000000", + "2016-02-05T00:00:00.000000", + "2016-02-08T00:00:00.000000", + "2016-02-09T00:00:00.000000", + "2016-02-10T00:00:00.000000", + "2016-02-11T00:00:00.000000", + "2016-02-12T00:00:00.000000", + "2016-02-15T00:00:00.000000", + "2016-02-16T00:00:00.000000", + "2016-02-17T00:00:00.000000", + "2016-02-18T00:00:00.000000", + "2016-02-19T00:00:00.000000", + "2016-02-22T00:00:00.000000", + "2016-02-23T00:00:00.000000", + "2016-02-24T00:00:00.000000", + "2016-02-25T00:00:00.000000", + "2016-02-26T00:00:00.000000", + "2016-02-29T00:00:00.000000", + "2016-03-01T00:00:00.000000", + "2016-03-02T00:00:00.000000", + "2016-03-03T00:00:00.000000", + "2016-03-04T00:00:00.000000", + "2016-03-07T00:00:00.000000", + "2016-03-08T00:00:00.000000", + "2016-03-09T00:00:00.000000", + "2016-03-10T00:00:00.000000", + "2016-03-11T00:00:00.000000", + "2016-03-14T00:00:00.000000", + "2016-03-15T00:00:00.000000", + "2016-03-16T00:00:00.000000", + "2016-03-17T00:00:00.000000", + "2016-03-18T00:00:00.000000", + "2016-03-21T00:00:00.000000", + "2016-03-22T00:00:00.000000", + "2016-03-23T00:00:00.000000", + "2016-03-24T00:00:00.000000", + "2016-03-25T00:00:00.000000", + "2016-03-28T00:00:00.000000", + "2016-03-29T00:00:00.000000", + "2016-03-30T00:00:00.000000", + "2016-03-31T00:00:00.000000", + "2016-04-01T00:00:00.000000", + "2016-04-04T00:00:00.000000", + "2016-04-05T00:00:00.000000", + "2016-04-06T00:00:00.000000", + "2016-04-07T00:00:00.000000", + "2016-04-08T00:00:00.000000", + "2016-04-11T00:00:00.000000", + "2016-04-12T00:00:00.000000", + "2016-04-13T00:00:00.000000", + "2016-04-14T00:00:00.000000", + "2016-04-15T00:00:00.000000", + "2016-04-18T00:00:00.000000", + "2016-04-19T00:00:00.000000", + "2016-04-20T00:00:00.000000", + "2016-04-21T00:00:00.000000", + "2016-04-22T00:00:00.000000", + "2016-04-25T00:00:00.000000", + "2016-04-26T00:00:00.000000", + "2016-04-27T00:00:00.000000", + "2016-04-28T00:00:00.000000", + "2016-04-29T00:00:00.000000", + "2016-05-02T00:00:00.000000", + "2016-05-03T00:00:00.000000", + "2016-05-04T00:00:00.000000", + "2016-05-05T00:00:00.000000", + "2016-05-06T00:00:00.000000", + "2016-05-09T00:00:00.000000", + "2016-05-10T00:00:00.000000", + "2016-05-11T00:00:00.000000", + "2016-05-12T00:00:00.000000", + "2016-05-13T00:00:00.000000", + "2016-05-16T00:00:00.000000", + "2016-05-17T00:00:00.000000", + "2016-05-18T00:00:00.000000", + "2016-05-19T00:00:00.000000", + "2016-05-20T00:00:00.000000", + "2016-05-23T00:00:00.000000", + "2016-05-24T00:00:00.000000", + "2016-05-25T00:00:00.000000", + "2016-05-26T00:00:00.000000", + "2016-05-27T00:00:00.000000", + "2016-05-30T00:00:00.000000", + "2016-05-31T00:00:00.000000", + "2016-06-01T00:00:00.000000", + "2016-06-02T00:00:00.000000", + "2016-06-03T00:00:00.000000", + "2016-06-06T00:00:00.000000", + "2016-06-07T00:00:00.000000", + "2016-06-08T00:00:00.000000", + "2016-06-09T00:00:00.000000", + "2016-06-10T00:00:00.000000", + "2016-06-13T00:00:00.000000", + "2016-06-14T00:00:00.000000", + "2016-06-15T00:00:00.000000", + "2016-06-16T00:00:00.000000", + "2016-06-17T00:00:00.000000", + "2016-06-20T00:00:00.000000", + "2016-06-21T00:00:00.000000", + "2016-06-22T00:00:00.000000", + "2016-06-23T00:00:00.000000", + "2016-06-24T00:00:00.000000", + "2016-06-27T00:00:00.000000", + "2016-06-28T00:00:00.000000", + "2016-06-29T00:00:00.000000", + "2016-06-30T00:00:00.000000", + "2016-07-01T00:00:00.000000", + "2016-07-04T00:00:00.000000", + "2016-07-05T00:00:00.000000", + "2016-07-06T00:00:00.000000", + "2016-07-07T00:00:00.000000", + "2016-07-08T00:00:00.000000", + "2016-07-11T00:00:00.000000", + "2016-07-12T00:00:00.000000", + "2016-07-13T00:00:00.000000", + "2016-07-14T00:00:00.000000", + "2016-07-15T00:00:00.000000", + "2016-07-18T00:00:00.000000", + "2016-07-19T00:00:00.000000", + "2016-07-20T00:00:00.000000", + "2016-07-21T00:00:00.000000", + "2016-07-22T00:00:00.000000", + "2016-07-25T00:00:00.000000", + "2016-07-26T00:00:00.000000", + "2016-07-27T00:00:00.000000", + "2016-07-28T00:00:00.000000", + "2016-07-29T00:00:00.000000", + "2016-08-01T00:00:00.000000", + "2016-08-02T00:00:00.000000", + "2016-08-03T00:00:00.000000", + "2016-08-04T00:00:00.000000", + "2016-08-05T00:00:00.000000", + "2016-08-08T00:00:00.000000", + "2016-08-09T00:00:00.000000", + "2016-08-10T00:00:00.000000", + "2016-08-11T00:00:00.000000", + "2016-08-12T00:00:00.000000", + "2016-08-15T00:00:00.000000", + "2016-08-16T00:00:00.000000", + "2016-08-17T00:00:00.000000", + "2016-08-18T00:00:00.000000", + "2016-08-19T00:00:00.000000", + "2016-08-22T00:00:00.000000", + "2016-08-23T00:00:00.000000", + "2016-08-24T00:00:00.000000", + "2016-08-25T00:00:00.000000", + "2016-08-26T00:00:00.000000", + "2016-08-29T00:00:00.000000", + "2016-08-30T00:00:00.000000", + "2016-08-31T00:00:00.000000", + "2016-09-01T00:00:00.000000", + "2016-09-02T00:00:00.000000", + "2016-09-05T00:00:00.000000", + "2016-09-06T00:00:00.000000", + "2016-09-07T00:00:00.000000", + "2016-09-08T00:00:00.000000", + "2016-09-09T00:00:00.000000", + "2016-09-12T00:00:00.000000", + "2016-09-13T00:00:00.000000", + "2016-09-14T00:00:00.000000", + "2016-09-15T00:00:00.000000", + "2016-09-16T00:00:00.000000", + "2016-09-19T00:00:00.000000", + "2016-09-20T00:00:00.000000", + "2016-09-21T00:00:00.000000", + "2016-09-22T00:00:00.000000", + "2016-09-23T00:00:00.000000", + "2016-09-26T00:00:00.000000", + "2016-09-27T00:00:00.000000", + "2016-09-28T00:00:00.000000", + "2016-09-29T00:00:00.000000", + "2016-09-30T00:00:00.000000", + "2016-10-03T00:00:00.000000", + "2016-10-04T00:00:00.000000", + "2016-10-05T00:00:00.000000", + "2016-10-06T00:00:00.000000", + "2016-10-07T00:00:00.000000", + "2016-10-10T00:00:00.000000", + "2016-10-11T00:00:00.000000", + "2016-10-12T00:00:00.000000", + "2016-10-13T00:00:00.000000", + "2016-10-14T00:00:00.000000", + "2016-10-17T00:00:00.000000", + "2016-10-18T00:00:00.000000", + "2016-10-19T00:00:00.000000", + "2016-10-20T00:00:00.000000", + "2016-10-21T00:00:00.000000", + "2016-10-24T00:00:00.000000", + "2016-10-25T00:00:00.000000", + "2016-10-26T00:00:00.000000", + "2016-10-27T00:00:00.000000", + "2016-10-28T00:00:00.000000", + "2016-10-31T00:00:00.000000", + "2016-11-01T00:00:00.000000", + "2016-11-02T00:00:00.000000", + "2016-11-03T00:00:00.000000", + "2016-11-04T00:00:00.000000", + "2016-11-07T00:00:00.000000", + "2016-11-08T00:00:00.000000", + "2016-11-09T00:00:00.000000", + "2016-11-10T00:00:00.000000", + "2016-11-11T00:00:00.000000", + "2016-11-14T00:00:00.000000", + "2016-11-15T00:00:00.000000", + "2016-11-16T00:00:00.000000", + "2016-11-17T00:00:00.000000", + "2016-11-18T00:00:00.000000", + "2016-11-21T00:00:00.000000", + "2016-11-22T00:00:00.000000", + "2016-11-23T00:00:00.000000", + "2016-11-24T00:00:00.000000", + "2016-11-25T00:00:00.000000", + "2016-11-28T00:00:00.000000", + "2016-11-29T00:00:00.000000", + "2016-11-30T00:00:00.000000", + "2016-12-01T00:00:00.000000", + "2016-12-02T00:00:00.000000", + "2016-12-05T00:00:00.000000", + "2016-12-06T00:00:00.000000", + "2016-12-07T00:00:00.000000", + "2016-12-08T00:00:00.000000", + "2016-12-09T00:00:00.000000", + "2016-12-12T00:00:00.000000", + "2016-12-13T00:00:00.000000", + "2016-12-14T00:00:00.000000", + "2016-12-15T00:00:00.000000", + "2016-12-16T00:00:00.000000", + "2016-12-19T00:00:00.000000", + "2016-12-20T00:00:00.000000", + "2016-12-21T00:00:00.000000", + "2016-12-22T00:00:00.000000", + "2016-12-23T00:00:00.000000", + "2016-12-26T00:00:00.000000", + "2016-12-27T00:00:00.000000", + "2016-12-28T00:00:00.000000", + "2016-12-29T00:00:00.000000", + "2016-12-30T00:00:00.000000", + "2017-01-02T00:00:00.000000", + "2017-01-03T00:00:00.000000", + "2017-01-04T00:00:00.000000", + "2017-01-05T00:00:00.000000", + "2017-01-06T00:00:00.000000", + "2017-01-09T00:00:00.000000", + "2017-01-10T00:00:00.000000", + "2017-01-11T00:00:00.000000", + "2017-01-12T00:00:00.000000", + "2017-01-13T00:00:00.000000", + "2017-01-16T00:00:00.000000", + "2017-01-17T00:00:00.000000", + "2017-01-18T00:00:00.000000", + "2017-01-19T00:00:00.000000", + "2017-01-20T00:00:00.000000", + "2017-01-23T00:00:00.000000", + "2017-01-24T00:00:00.000000", + "2017-01-25T00:00:00.000000", + "2017-01-26T00:00:00.000000", + "2017-01-27T00:00:00.000000", + "2017-01-30T00:00:00.000000", + "2017-01-31T00:00:00.000000", + "2017-02-01T00:00:00.000000", + "2017-02-02T00:00:00.000000", + "2017-02-03T00:00:00.000000", + "2017-02-06T00:00:00.000000", + "2017-02-07T00:00:00.000000", + "2017-02-08T00:00:00.000000", + "2017-02-09T00:00:00.000000", + "2017-02-10T00:00:00.000000", + "2017-02-13T00:00:00.000000", + "2017-02-14T00:00:00.000000", + "2017-02-15T00:00:00.000000", + "2017-02-16T00:00:00.000000", + "2017-02-17T00:00:00.000000", + "2017-02-20T00:00:00.000000", + "2017-02-21T00:00:00.000000", + "2017-02-22T00:00:00.000000", + "2017-02-23T00:00:00.000000", + "2017-02-24T00:00:00.000000", + "2017-02-27T00:00:00.000000", + "2017-02-28T00:00:00.000000", + "2017-03-01T00:00:00.000000", + "2017-03-02T00:00:00.000000", + "2017-03-03T00:00:00.000000", + "2017-03-06T00:00:00.000000", + "2017-03-07T00:00:00.000000", + "2017-03-08T00:00:00.000000", + "2017-03-09T00:00:00.000000", + "2017-03-10T00:00:00.000000", + "2017-03-13T00:00:00.000000", + "2017-03-14T00:00:00.000000", + "2017-03-15T00:00:00.000000", + "2017-03-16T00:00:00.000000", + "2017-03-17T00:00:00.000000", + "2017-03-20T00:00:00.000000", + "2017-03-21T00:00:00.000000", + "2017-03-22T00:00:00.000000", + "2017-03-23T00:00:00.000000", + "2017-03-24T00:00:00.000000", + "2017-03-27T00:00:00.000000", + "2017-03-28T00:00:00.000000", + "2017-03-29T00:00:00.000000", + "2017-03-30T00:00:00.000000", + "2017-03-31T00:00:00.000000", + "2017-04-03T00:00:00.000000", + "2017-04-04T00:00:00.000000", + "2017-04-05T00:00:00.000000", + "2017-04-06T00:00:00.000000", + "2017-04-07T00:00:00.000000", + "2017-04-10T00:00:00.000000", + "2017-04-11T00:00:00.000000", + "2017-04-12T00:00:00.000000", + "2017-04-13T00:00:00.000000", + "2017-04-14T00:00:00.000000", + "2017-04-17T00:00:00.000000", + "2017-04-18T00:00:00.000000", + "2017-04-19T00:00:00.000000", + "2017-04-20T00:00:00.000000", + "2017-04-21T00:00:00.000000", + "2017-04-24T00:00:00.000000", + "2017-04-25T00:00:00.000000", + "2017-04-26T00:00:00.000000", + "2017-04-27T00:00:00.000000", + "2017-04-28T00:00:00.000000", + "2017-05-01T00:00:00.000000", + "2017-05-02T00:00:00.000000", + "2017-05-03T00:00:00.000000", + "2017-05-04T00:00:00.000000", + "2017-05-05T00:00:00.000000", + "2017-05-08T00:00:00.000000", + "2017-05-09T00:00:00.000000", + "2017-05-10T00:00:00.000000", + "2017-05-11T00:00:00.000000", + "2017-05-12T00:00:00.000000", + "2017-05-15T00:00:00.000000", + "2017-05-16T00:00:00.000000", + "2017-05-17T00:00:00.000000", + "2017-05-18T00:00:00.000000", + "2017-05-19T00:00:00.000000", + "2017-05-22T00:00:00.000000", + "2017-05-23T00:00:00.000000", + "2017-05-24T00:00:00.000000", + "2017-05-25T00:00:00.000000", + "2017-05-26T00:00:00.000000", + "2017-05-29T00:00:00.000000", + "2017-05-30T00:00:00.000000", + "2017-05-31T00:00:00.000000", + "2017-06-01T00:00:00.000000", + "2017-06-02T00:00:00.000000", + "2017-06-05T00:00:00.000000", + "2017-06-06T00:00:00.000000", + "2017-06-07T00:00:00.000000", + "2017-06-08T00:00:00.000000", + "2017-06-09T00:00:00.000000", + "2017-06-12T00:00:00.000000", + "2017-06-13T00:00:00.000000", + "2017-06-14T00:00:00.000000", + "2017-06-15T00:00:00.000000", + "2017-06-16T00:00:00.000000", + "2017-06-19T00:00:00.000000", + "2017-06-20T00:00:00.000000", + "2017-06-21T00:00:00.000000", + "2017-06-22T00:00:00.000000", + "2017-06-23T00:00:00.000000", + "2017-06-26T00:00:00.000000", + "2017-06-27T00:00:00.000000", + "2017-06-28T00:00:00.000000", + "2017-06-29T00:00:00.000000", + "2017-06-30T00:00:00.000000", + "2017-07-03T00:00:00.000000", + "2017-07-04T00:00:00.000000", + "2017-07-05T00:00:00.000000", + "2017-07-06T00:00:00.000000", + "2017-07-07T00:00:00.000000", + "2017-07-10T00:00:00.000000", + "2017-07-11T00:00:00.000000", + "2017-07-12T00:00:00.000000", + "2017-07-13T00:00:00.000000", + "2017-07-14T00:00:00.000000", + "2017-07-17T00:00:00.000000", + "2017-07-18T00:00:00.000000", + "2017-07-19T00:00:00.000000", + "2017-07-20T00:00:00.000000", + "2017-07-21T00:00:00.000000", + "2017-07-24T00:00:00.000000", + "2017-07-25T00:00:00.000000", + "2017-07-26T00:00:00.000000", + "2017-07-27T00:00:00.000000", + "2017-07-28T00:00:00.000000", + "2017-07-31T00:00:00.000000", + "2017-08-01T00:00:00.000000", + "2017-08-02T00:00:00.000000", + "2017-08-03T00:00:00.000000", + "2017-08-04T00:00:00.000000", + "2017-08-07T00:00:00.000000", + "2017-08-08T00:00:00.000000", + "2017-08-09T00:00:00.000000", + "2017-08-10T00:00:00.000000", + "2017-08-11T00:00:00.000000", + "2017-08-14T00:00:00.000000", + "2017-08-15T00:00:00.000000", + "2017-08-16T00:00:00.000000", + "2017-08-17T00:00:00.000000", + "2017-08-18T00:00:00.000000", + "2017-08-21T00:00:00.000000", + "2017-08-22T00:00:00.000000", + "2017-08-23T00:00:00.000000", + "2017-08-24T00:00:00.000000", + "2017-08-25T00:00:00.000000", + "2017-08-28T00:00:00.000000", + "2017-08-29T00:00:00.000000", + "2017-08-30T00:00:00.000000", + "2017-08-31T00:00:00.000000", + "2017-09-01T00:00:00.000000", + "2017-09-04T00:00:00.000000", + "2017-09-05T00:00:00.000000", + "2017-09-06T00:00:00.000000", + "2017-09-07T00:00:00.000000", + "2017-09-08T00:00:00.000000", + "2017-09-11T00:00:00.000000", + "2017-09-12T00:00:00.000000", + "2017-09-13T00:00:00.000000", + "2017-09-14T00:00:00.000000", + "2017-09-15T00:00:00.000000", + "2017-09-18T00:00:00.000000", + "2017-09-19T00:00:00.000000", + "2017-09-20T00:00:00.000000", + "2017-09-21T00:00:00.000000", + "2017-09-22T00:00:00.000000", + "2017-09-25T00:00:00.000000", + "2017-09-26T00:00:00.000000", + "2017-09-27T00:00:00.000000", + "2017-09-28T00:00:00.000000", + "2017-09-29T00:00:00.000000", + "2017-10-02T00:00:00.000000", + "2017-10-03T00:00:00.000000", + "2017-10-04T00:00:00.000000", + "2017-10-05T00:00:00.000000", + "2017-10-06T00:00:00.000000", + "2017-10-09T00:00:00.000000", + "2017-10-10T00:00:00.000000", + "2017-10-11T00:00:00.000000", + "2017-10-12T00:00:00.000000", + "2017-10-13T00:00:00.000000", + "2017-10-16T00:00:00.000000", + "2017-10-17T00:00:00.000000", + "2017-10-18T00:00:00.000000", + "2017-10-19T00:00:00.000000", + "2017-10-20T00:00:00.000000", + "2017-10-23T00:00:00.000000", + "2017-10-24T00:00:00.000000", + "2017-10-25T00:00:00.000000", + "2017-10-26T00:00:00.000000", + "2017-10-27T00:00:00.000000", + "2017-10-30T00:00:00.000000", + "2017-10-31T00:00:00.000000", + "2017-11-01T00:00:00.000000", + "2017-11-02T00:00:00.000000", + "2017-11-03T00:00:00.000000", + "2017-11-06T00:00:00.000000", + "2017-11-07T00:00:00.000000", + "2017-11-08T00:00:00.000000", + "2017-11-09T00:00:00.000000", + "2017-11-10T00:00:00.000000", + "2017-11-13T00:00:00.000000", + "2017-11-14T00:00:00.000000", + "2017-11-15T00:00:00.000000", + "2017-11-16T00:00:00.000000", + "2017-11-17T00:00:00.000000", + "2017-11-20T00:00:00.000000", + "2017-11-21T00:00:00.000000", + "2017-11-22T00:00:00.000000", + "2017-11-23T00:00:00.000000", + "2017-11-24T00:00:00.000000", + "2017-11-27T00:00:00.000000", + "2017-11-28T00:00:00.000000", + "2017-11-29T00:00:00.000000", + "2017-11-30T00:00:00.000000", + "2017-12-01T00:00:00.000000", + "2017-12-04T00:00:00.000000", + "2017-12-05T00:00:00.000000", + "2017-12-06T00:00:00.000000", + "2017-12-07T00:00:00.000000", + "2017-12-08T00:00:00.000000", + "2017-12-11T00:00:00.000000", + "2017-12-12T00:00:00.000000", + "2017-12-13T00:00:00.000000", + "2017-12-14T00:00:00.000000", + "2017-12-15T00:00:00.000000", + "2017-12-18T00:00:00.000000", + "2017-12-19T00:00:00.000000", + "2017-12-20T00:00:00.000000", + "2017-12-21T00:00:00.000000", + "2017-12-22T00:00:00.000000", + "2017-12-25T00:00:00.000000", + "2017-12-26T00:00:00.000000", + "2017-12-27T00:00:00.000000", + "2017-12-28T00:00:00.000000", + "2017-12-29T00:00:00.000000", + "2018-01-01T00:00:00.000000", + "2018-01-02T00:00:00.000000", + "2018-01-03T00:00:00.000000", + "2018-01-04T00:00:00.000000", + "2018-01-05T00:00:00.000000", + "2018-01-08T00:00:00.000000", + "2018-01-09T00:00:00.000000", + "2018-01-10T00:00:00.000000", + "2018-01-11T00:00:00.000000", + "2018-01-12T00:00:00.000000", + "2018-01-15T00:00:00.000000", + "2018-01-16T00:00:00.000000", + "2018-01-17T00:00:00.000000", + "2018-01-18T00:00:00.000000", + "2018-01-19T00:00:00.000000", + "2018-01-22T00:00:00.000000", + "2018-01-23T00:00:00.000000", + "2018-01-24T00:00:00.000000", + "2018-01-25T00:00:00.000000", + "2018-01-26T00:00:00.000000", + "2018-01-29T00:00:00.000000", + "2018-01-30T00:00:00.000000", + "2018-01-31T00:00:00.000000", + "2018-02-01T00:00:00.000000", + "2018-02-02T00:00:00.000000", + "2018-02-05T00:00:00.000000", + "2018-02-06T00:00:00.000000", + "2018-02-07T00:00:00.000000", + "2018-02-08T00:00:00.000000", + "2018-02-09T00:00:00.000000", + "2018-02-12T00:00:00.000000", + "2018-02-13T00:00:00.000000", + "2018-02-14T00:00:00.000000", + "2018-02-15T00:00:00.000000", + "2018-02-16T00:00:00.000000", + "2018-02-19T00:00:00.000000", + "2018-02-20T00:00:00.000000", + "2018-02-21T00:00:00.000000", + "2018-02-22T00:00:00.000000", + "2018-02-23T00:00:00.000000", + "2018-02-26T00:00:00.000000", + "2018-02-27T00:00:00.000000", + "2018-02-28T00:00:00.000000", + "2018-03-01T00:00:00.000000", + "2018-03-02T00:00:00.000000", + "2018-03-05T00:00:00.000000", + "2018-03-06T00:00:00.000000", + "2018-03-07T00:00:00.000000", + "2018-03-08T00:00:00.000000", + "2018-03-09T00:00:00.000000", + "2018-03-12T00:00:00.000000", + "2018-03-13T00:00:00.000000", + "2018-03-14T00:00:00.000000", + "2018-03-15T00:00:00.000000", + "2018-03-16T00:00:00.000000", + "2018-03-19T00:00:00.000000", + "2018-03-20T00:00:00.000000", + "2018-03-21T00:00:00.000000", + "2018-03-22T00:00:00.000000", + "2018-03-23T00:00:00.000000", + "2018-03-26T00:00:00.000000", + "2018-03-27T00:00:00.000000", + "2018-03-28T00:00:00.000000", + "2018-03-29T00:00:00.000000", + "2018-03-30T00:00:00.000000", + "2018-04-02T00:00:00.000000", + "2018-04-03T00:00:00.000000", + "2018-04-04T00:00:00.000000", + "2018-04-05T00:00:00.000000", + "2018-04-06T00:00:00.000000", + "2018-04-09T00:00:00.000000", + "2018-04-10T00:00:00.000000", + "2018-04-11T00:00:00.000000", + "2018-04-12T00:00:00.000000", + "2018-04-13T00:00:00.000000", + "2018-04-16T00:00:00.000000", + "2018-04-17T00:00:00.000000", + "2018-04-18T00:00:00.000000", + "2018-04-19T00:00:00.000000", + "2018-04-20T00:00:00.000000", + "2018-04-23T00:00:00.000000", + "2018-04-24T00:00:00.000000", + "2018-04-25T00:00:00.000000", + "2018-04-26T00:00:00.000000", + "2018-04-27T00:00:00.000000", + "2018-04-30T00:00:00.000000", + "2018-05-01T00:00:00.000000", + "2018-05-02T00:00:00.000000", + "2018-05-03T00:00:00.000000", + "2018-05-04T00:00:00.000000", + "2018-05-07T00:00:00.000000", + "2018-05-08T00:00:00.000000", + "2018-05-09T00:00:00.000000", + "2018-05-10T00:00:00.000000", + "2018-05-11T00:00:00.000000", + "2018-05-14T00:00:00.000000", + "2018-05-15T00:00:00.000000", + "2018-05-16T00:00:00.000000", + "2018-05-17T00:00:00.000000", + "2018-05-18T00:00:00.000000", + "2018-05-21T00:00:00.000000", + "2018-05-22T00:00:00.000000", + "2018-05-23T00:00:00.000000", + "2018-05-24T00:00:00.000000", + "2018-05-25T00:00:00.000000", + "2018-05-28T00:00:00.000000", + "2018-05-29T00:00:00.000000", + "2018-05-30T00:00:00.000000", + "2018-05-31T00:00:00.000000", + "2018-06-01T00:00:00.000000", + "2018-06-04T00:00:00.000000", + "2018-06-05T00:00:00.000000", + "2018-06-06T00:00:00.000000", + "2018-06-07T00:00:00.000000", + "2018-06-08T00:00:00.000000", + "2018-06-11T00:00:00.000000", + "2018-06-12T00:00:00.000000", + "2018-06-13T00:00:00.000000", + "2018-06-14T00:00:00.000000", + "2018-06-15T00:00:00.000000", + "2018-06-18T00:00:00.000000", + "2018-06-19T00:00:00.000000", + "2018-06-20T00:00:00.000000", + "2018-06-21T00:00:00.000000", + "2018-06-22T00:00:00.000000", + "2018-06-25T00:00:00.000000", + "2018-06-26T00:00:00.000000", + "2018-06-27T00:00:00.000000", + "2018-06-28T00:00:00.000000", + "2018-06-29T00:00:00.000000", + "2018-07-02T00:00:00.000000", + "2018-07-03T00:00:00.000000", + "2018-07-04T00:00:00.000000", + "2018-07-05T00:00:00.000000", + "2018-07-06T00:00:00.000000", + "2018-07-09T00:00:00.000000", + "2018-07-10T00:00:00.000000", + "2018-07-11T00:00:00.000000", + "2018-07-12T00:00:00.000000", + "2018-07-13T00:00:00.000000", + "2018-07-16T00:00:00.000000", + "2018-07-17T00:00:00.000000", + "2018-07-18T00:00:00.000000", + "2018-07-19T00:00:00.000000", + "2018-07-20T00:00:00.000000", + "2018-07-23T00:00:00.000000", + "2018-07-24T00:00:00.000000", + "2018-07-25T00:00:00.000000", + "2018-07-26T00:00:00.000000", + "2018-07-27T00:00:00.000000", + "2018-07-30T00:00:00.000000", + "2018-07-31T00:00:00.000000", + "2018-08-01T00:00:00.000000", + "2018-08-02T00:00:00.000000", + "2018-08-03T00:00:00.000000", + "2018-08-06T00:00:00.000000", + "2018-08-07T00:00:00.000000", + "2018-08-08T00:00:00.000000", + "2018-08-09T00:00:00.000000", + "2018-08-10T00:00:00.000000", + "2018-08-13T00:00:00.000000", + "2018-08-14T00:00:00.000000", + "2018-08-15T00:00:00.000000", + "2018-08-16T00:00:00.000000", + "2018-08-17T00:00:00.000000", + "2018-08-20T00:00:00.000000", + "2018-08-21T00:00:00.000000", + "2018-08-22T00:00:00.000000", + "2018-08-23T00:00:00.000000", + "2018-08-24T00:00:00.000000", + "2018-08-27T00:00:00.000000", + "2018-08-28T00:00:00.000000", + "2018-08-29T00:00:00.000000", + "2018-08-30T00:00:00.000000", + "2018-08-31T00:00:00.000000", + "2018-09-03T00:00:00.000000", + "2018-09-04T00:00:00.000000", + "2018-09-05T00:00:00.000000", + "2018-09-06T00:00:00.000000", + "2018-09-07T00:00:00.000000", + "2018-09-10T00:00:00.000000", + "2018-09-11T00:00:00.000000", + "2018-09-12T00:00:00.000000", + "2018-09-13T00:00:00.000000", + "2018-09-14T00:00:00.000000", + "2018-09-17T00:00:00.000000", + "2018-09-18T00:00:00.000000", + "2018-09-19T00:00:00.000000", + "2018-09-20T00:00:00.000000", + "2018-09-21T00:00:00.000000", + "2018-09-24T00:00:00.000000", + "2018-09-25T00:00:00.000000", + "2018-09-26T00:00:00.000000", + "2018-09-27T00:00:00.000000", + "2018-09-28T00:00:00.000000", + "2018-10-01T00:00:00.000000", + "2018-10-02T00:00:00.000000", + "2018-10-03T00:00:00.000000", + "2018-10-04T00:00:00.000000", + "2018-10-05T00:00:00.000000", + "2018-10-08T00:00:00.000000", + "2018-10-09T00:00:00.000000", + "2018-10-10T00:00:00.000000", + "2018-10-11T00:00:00.000000", + "2018-10-12T00:00:00.000000", + "2018-10-15T00:00:00.000000", + "2018-10-16T00:00:00.000000", + "2018-10-17T00:00:00.000000", + "2018-10-18T00:00:00.000000", + "2018-10-19T00:00:00.000000", + "2018-10-22T00:00:00.000000", + "2018-10-23T00:00:00.000000", + "2018-10-24T00:00:00.000000", + "2018-10-25T00:00:00.000000", + "2018-10-26T00:00:00.000000", + "2018-10-29T00:00:00.000000", + "2018-10-30T00:00:00.000000", + "2018-10-31T00:00:00.000000", + "2018-11-01T00:00:00.000000", + "2018-11-02T00:00:00.000000", + "2018-11-05T00:00:00.000000", + "2018-11-06T00:00:00.000000", + "2018-11-07T00:00:00.000000", + "2018-11-08T00:00:00.000000", + "2018-11-09T00:00:00.000000", + "2018-11-12T00:00:00.000000", + "2018-11-13T00:00:00.000000", + "2018-11-14T00:00:00.000000", + "2018-11-15T00:00:00.000000", + "2018-11-16T00:00:00.000000", + "2018-11-19T00:00:00.000000", + "2018-11-20T00:00:00.000000", + "2018-11-21T00:00:00.000000", + "2018-11-22T00:00:00.000000", + "2018-11-23T00:00:00.000000", + "2018-11-26T00:00:00.000000", + "2018-11-27T00:00:00.000000", + "2018-11-28T00:00:00.000000", + "2018-11-29T00:00:00.000000", + "2018-11-30T00:00:00.000000", + "2018-12-03T00:00:00.000000", + "2018-12-04T00:00:00.000000", + "2018-12-05T00:00:00.000000", + "2018-12-06T00:00:00.000000", + "2018-12-07T00:00:00.000000", + "2018-12-10T00:00:00.000000", + "2018-12-11T00:00:00.000000", + "2018-12-12T00:00:00.000000", + "2018-12-13T00:00:00.000000", + "2018-12-14T00:00:00.000000", + "2018-12-17T00:00:00.000000", + "2018-12-18T00:00:00.000000", + "2018-12-19T00:00:00.000000", + "2018-12-20T00:00:00.000000", + "2018-12-21T00:00:00.000000", + "2018-12-24T00:00:00.000000", + "2018-12-25T00:00:00.000000", + "2018-12-26T00:00:00.000000", + "2018-12-27T00:00:00.000000", + "2018-12-28T00:00:00.000000", + "2018-12-31T00:00:00.000000", + "2019-01-01T00:00:00.000000", + "2019-01-02T00:00:00.000000", + "2019-01-03T00:00:00.000000", + "2019-01-04T00:00:00.000000", + "2019-01-07T00:00:00.000000", + "2019-01-08T00:00:00.000000", + "2019-01-09T00:00:00.000000", + "2019-01-10T00:00:00.000000", + "2019-01-11T00:00:00.000000", + "2019-01-14T00:00:00.000000", + "2019-01-15T00:00:00.000000", + "2019-01-16T00:00:00.000000", + "2019-01-17T00:00:00.000000", + "2019-01-18T00:00:00.000000", + "2019-01-21T00:00:00.000000", + "2019-01-22T00:00:00.000000", + "2019-01-23T00:00:00.000000", + "2019-01-24T00:00:00.000000", + "2019-01-25T00:00:00.000000", + "2019-01-28T00:00:00.000000", + "2019-01-29T00:00:00.000000", + "2019-01-30T00:00:00.000000", + "2019-01-31T00:00:00.000000", + "2019-02-01T00:00:00.000000", + "2019-02-04T00:00:00.000000", + "2019-02-05T00:00:00.000000", + "2019-02-06T00:00:00.000000", + "2019-02-07T00:00:00.000000", + "2019-02-08T00:00:00.000000", + "2019-02-11T00:00:00.000000", + "2019-02-12T00:00:00.000000", + "2019-02-13T00:00:00.000000", + "2019-02-14T00:00:00.000000", + "2019-02-15T00:00:00.000000", + "2019-02-18T00:00:00.000000", + "2019-02-19T00:00:00.000000", + "2019-02-20T00:00:00.000000", + "2019-02-21T00:00:00.000000", + "2019-02-22T00:00:00.000000", + "2019-02-25T00:00:00.000000", + "2019-02-26T00:00:00.000000", + "2019-02-27T00:00:00.000000", + "2019-02-28T00:00:00.000000", + "2019-03-01T00:00:00.000000", + "2019-03-04T00:00:00.000000", + "2019-03-05T00:00:00.000000", + "2019-03-06T00:00:00.000000", + "2019-03-07T00:00:00.000000", + "2019-03-08T00:00:00.000000", + "2019-03-11T00:00:00.000000", + "2019-03-12T00:00:00.000000", + "2019-03-13T00:00:00.000000", + "2019-03-14T00:00:00.000000", + "2019-03-15T00:00:00.000000", + "2019-03-18T00:00:00.000000", + "2019-03-19T00:00:00.000000", + "2019-03-20T00:00:00.000000", + "2019-03-21T00:00:00.000000", + "2019-03-22T00:00:00.000000", + "2019-03-25T00:00:00.000000", + "2019-03-26T00:00:00.000000", + "2019-03-27T00:00:00.000000", + "2019-03-28T00:00:00.000000", + "2019-03-29T00:00:00.000000", + "2019-04-01T00:00:00.000000", + "2019-04-02T00:00:00.000000", + "2019-04-03T00:00:00.000000", + "2019-04-04T00:00:00.000000", + "2019-04-05T00:00:00.000000", + "2019-04-08T00:00:00.000000", + "2019-04-09T00:00:00.000000", + "2019-04-10T00:00:00.000000", + "2019-04-11T00:00:00.000000", + "2019-04-12T00:00:00.000000", + "2019-04-15T00:00:00.000000", + "2019-04-16T00:00:00.000000", + "2019-04-17T00:00:00.000000", + "2019-04-18T00:00:00.000000", + "2019-04-19T00:00:00.000000", + "2019-04-22T00:00:00.000000", + "2019-04-23T00:00:00.000000", + "2019-04-24T00:00:00.000000", + "2019-04-25T00:00:00.000000", + "2019-04-26T00:00:00.000000", + "2019-04-29T00:00:00.000000", + "2019-04-30T00:00:00.000000", + "2019-05-01T00:00:00.000000", + "2019-05-02T00:00:00.000000", + "2019-05-03T00:00:00.000000", + "2019-05-06T00:00:00.000000", + "2019-05-07T00:00:00.000000", + "2019-05-08T00:00:00.000000", + "2019-05-09T00:00:00.000000", + "2019-05-10T00:00:00.000000", + "2019-05-13T00:00:00.000000", + "2019-05-14T00:00:00.000000", + "2019-05-15T00:00:00.000000", + "2019-05-16T00:00:00.000000", + "2019-05-17T00:00:00.000000", + "2019-05-20T00:00:00.000000", + "2019-05-21T00:00:00.000000", + "2019-05-22T00:00:00.000000", + "2019-05-23T00:00:00.000000", + "2019-05-24T00:00:00.000000", + "2019-05-27T00:00:00.000000", + "2019-05-28T00:00:00.000000", + "2019-05-29T00:00:00.000000", + "2019-05-30T00:00:00.000000", + "2019-05-31T00:00:00.000000", + "2019-06-03T00:00:00.000000", + "2019-06-04T00:00:00.000000", + "2019-06-05T00:00:00.000000", + "2019-06-06T00:00:00.000000", + "2019-06-07T00:00:00.000000", + "2019-06-10T00:00:00.000000", + "2019-06-11T00:00:00.000000", + "2019-06-12T00:00:00.000000", + "2019-06-13T00:00:00.000000", + "2019-06-14T00:00:00.000000", + "2019-06-17T00:00:00.000000", + "2019-06-18T00:00:00.000000", + "2019-06-19T00:00:00.000000", + "2019-06-20T00:00:00.000000", + "2019-06-21T00:00:00.000000", + "2019-06-24T00:00:00.000000", + "2019-06-25T00:00:00.000000", + "2019-06-26T00:00:00.000000", + "2019-06-27T00:00:00.000000", + "2019-06-28T00:00:00.000000", + "2019-07-01T00:00:00.000000", + "2019-07-02T00:00:00.000000", + "2019-07-03T00:00:00.000000", + "2019-07-04T00:00:00.000000", + "2019-07-05T00:00:00.000000", + "2019-07-08T00:00:00.000000", + "2019-07-09T00:00:00.000000", + "2019-07-10T00:00:00.000000", + "2019-07-11T00:00:00.000000", + "2019-07-12T00:00:00.000000", + "2019-07-15T00:00:00.000000", + "2019-07-16T00:00:00.000000", + "2019-07-17T00:00:00.000000", + "2019-07-18T00:00:00.000000", + "2019-07-19T00:00:00.000000", + "2019-07-22T00:00:00.000000", + "2019-07-23T00:00:00.000000", + "2019-07-24T00:00:00.000000", + "2019-07-25T00:00:00.000000", + "2019-07-26T00:00:00.000000", + "2019-07-29T00:00:00.000000", + "2019-07-30T00:00:00.000000", + "2019-07-31T00:00:00.000000", + "2019-08-01T00:00:00.000000", + "2019-08-02T00:00:00.000000", + "2019-08-05T00:00:00.000000", + "2019-08-06T00:00:00.000000", + "2019-08-07T00:00:00.000000", + "2019-08-08T00:00:00.000000", + "2019-08-09T00:00:00.000000", + "2019-08-12T00:00:00.000000", + "2019-08-13T00:00:00.000000", + "2019-08-14T00:00:00.000000", + "2019-08-15T00:00:00.000000", + "2019-08-16T00:00:00.000000", + "2019-08-19T00:00:00.000000", + "2019-08-20T00:00:00.000000", + "2019-08-21T00:00:00.000000", + "2019-08-22T00:00:00.000000", + "2019-08-23T00:00:00.000000", + "2019-08-26T00:00:00.000000", + "2019-08-27T00:00:00.000000", + "2019-08-28T00:00:00.000000", + "2019-08-29T00:00:00.000000", + "2019-08-30T00:00:00.000000", + "2019-09-02T00:00:00.000000", + "2019-09-03T00:00:00.000000", + "2019-09-04T00:00:00.000000", + "2019-09-05T00:00:00.000000", + "2019-09-06T00:00:00.000000", + "2019-09-09T00:00:00.000000", + "2019-09-10T00:00:00.000000", + "2019-09-11T00:00:00.000000", + "2019-09-12T00:00:00.000000", + "2019-09-13T00:00:00.000000", + "2019-09-16T00:00:00.000000", + "2019-09-17T00:00:00.000000", + "2019-09-18T00:00:00.000000", + "2019-09-19T00:00:00.000000", + "2019-09-20T00:00:00.000000", + "2019-09-23T00:00:00.000000", + "2019-09-24T00:00:00.000000", + "2019-09-25T00:00:00.000000", + "2019-09-26T00:00:00.000000", + "2019-09-27T00:00:00.000000", + "2019-09-30T00:00:00.000000", + "2019-10-01T00:00:00.000000", + "2019-10-02T00:00:00.000000", + "2019-10-03T00:00:00.000000", + "2019-10-04T00:00:00.000000", + "2019-10-07T00:00:00.000000", + "2019-10-08T00:00:00.000000", + "2019-10-09T00:00:00.000000", + "2019-10-10T00:00:00.000000", + "2019-10-11T00:00:00.000000", + "2019-10-14T00:00:00.000000", + "2019-10-15T00:00:00.000000", + "2019-10-16T00:00:00.000000", + "2019-10-17T00:00:00.000000", + "2019-10-18T00:00:00.000000", + "2019-10-21T00:00:00.000000", + "2019-10-22T00:00:00.000000", + "2019-10-23T00:00:00.000000", + "2019-10-24T00:00:00.000000", + "2019-10-25T00:00:00.000000", + "2019-10-28T00:00:00.000000", + "2019-10-29T00:00:00.000000", + "2019-10-30T00:00:00.000000", + "2019-10-31T00:00:00.000000", + "2019-11-01T00:00:00.000000", + "2019-11-04T00:00:00.000000", + "2019-11-05T00:00:00.000000", + "2019-11-06T00:00:00.000000", + "2019-11-07T00:00:00.000000", + "2019-11-08T00:00:00.000000", + "2019-11-11T00:00:00.000000", + "2019-11-12T00:00:00.000000", + "2019-11-13T00:00:00.000000", + "2019-11-14T00:00:00.000000", + "2019-11-15T00:00:00.000000", + "2019-11-18T00:00:00.000000", + "2019-11-19T00:00:00.000000", + "2019-11-20T00:00:00.000000", + "2019-11-21T00:00:00.000000", + "2019-11-22T00:00:00.000000", + "2019-11-25T00:00:00.000000", + "2019-11-26T00:00:00.000000", + "2019-11-27T00:00:00.000000", + "2019-11-28T00:00:00.000000", + "2019-11-29T00:00:00.000000", + "2019-12-02T00:00:00.000000", + "2019-12-03T00:00:00.000000", + "2019-12-04T00:00:00.000000", + "2019-12-05T00:00:00.000000", + "2019-12-06T00:00:00.000000", + "2019-12-09T00:00:00.000000", + "2019-12-10T00:00:00.000000", + "2019-12-11T00:00:00.000000", + "2019-12-12T00:00:00.000000", + "2019-12-13T00:00:00.000000", + "2019-12-16T00:00:00.000000", + "2019-12-17T00:00:00.000000", + "2019-12-18T00:00:00.000000", + "2019-12-19T00:00:00.000000", + "2019-12-20T00:00:00.000000", + "2019-12-23T00:00:00.000000", + "2019-12-24T00:00:00.000000", + "2019-12-25T00:00:00.000000", + "2019-12-26T00:00:00.000000", + "2019-12-27T00:00:00.000000", + "2019-12-30T00:00:00.000000", + "2019-12-31T00:00:00.000000", + "2020-01-01T00:00:00.000000", + "2020-01-02T00:00:00.000000", + "2020-01-03T00:00:00.000000", + "2020-01-06T00:00:00.000000", + "2020-01-07T00:00:00.000000", + "2020-01-08T00:00:00.000000", + "2020-01-09T00:00:00.000000", + "2020-01-10T00:00:00.000000", + "2020-01-13T00:00:00.000000", + "2020-01-14T00:00:00.000000", + "2020-01-15T00:00:00.000000", + "2020-01-16T00:00:00.000000", + "2020-01-17T00:00:00.000000", + "2020-01-20T00:00:00.000000", + "2020-01-21T00:00:00.000000", + "2020-01-22T00:00:00.000000", + "2020-01-23T00:00:00.000000", + "2020-01-24T00:00:00.000000", + "2020-01-27T00:00:00.000000", + "2020-01-28T00:00:00.000000", + "2020-01-29T00:00:00.000000", + "2020-01-30T00:00:00.000000", + "2020-01-31T00:00:00.000000", + "2020-02-03T00:00:00.000000", + "2020-02-04T00:00:00.000000", + "2020-02-05T00:00:00.000000", + "2020-02-06T00:00:00.000000", + "2020-02-07T00:00:00.000000", + "2020-02-10T00:00:00.000000", + "2020-02-11T00:00:00.000000", + "2020-02-12T00:00:00.000000", + "2020-02-13T00:00:00.000000", + "2020-02-14T00:00:00.000000", + "2020-02-17T00:00:00.000000", + "2020-02-18T00:00:00.000000", + "2020-02-19T00:00:00.000000", + "2020-02-20T00:00:00.000000", + "2020-02-21T00:00:00.000000", + "2020-02-24T00:00:00.000000", + "2020-02-25T00:00:00.000000", + "2020-02-26T00:00:00.000000", + "2020-02-27T00:00:00.000000", + "2020-02-28T00:00:00.000000", + "2020-03-02T00:00:00.000000", + "2020-03-03T00:00:00.000000", + "2020-03-04T00:00:00.000000", + "2020-03-05T00:00:00.000000", + "2020-03-06T00:00:00.000000", + "2020-03-09T00:00:00.000000", + "2020-03-10T00:00:00.000000", + "2020-03-11T00:00:00.000000", + "2020-03-12T00:00:00.000000", + "2020-03-13T00:00:00.000000", + "2020-03-16T00:00:00.000000", + "2020-03-17T00:00:00.000000", + "2020-03-18T00:00:00.000000", + "2020-03-19T00:00:00.000000", + "2020-03-20T00:00:00.000000", + "2020-03-23T00:00:00.000000", + "2020-03-24T00:00:00.000000", + "2020-03-25T00:00:00.000000", + "2020-03-26T00:00:00.000000", + "2020-03-27T00:00:00.000000", + "2020-03-30T00:00:00.000000", + "2020-03-31T00:00:00.000000", + "2020-04-01T00:00:00.000000", + "2020-04-02T00:00:00.000000", + "2020-04-03T00:00:00.000000", + "2020-04-06T00:00:00.000000", + "2020-04-07T00:00:00.000000", + "2020-04-08T00:00:00.000000", + "2020-04-09T00:00:00.000000", + "2020-04-10T00:00:00.000000", + "2020-04-13T00:00:00.000000", + "2020-04-14T00:00:00.000000", + "2020-04-15T00:00:00.000000", + "2020-04-16T00:00:00.000000", + "2020-04-17T00:00:00.000000", + "2020-04-20T00:00:00.000000", + "2020-04-21T00:00:00.000000", + "2020-04-22T00:00:00.000000", + "2020-04-23T00:00:00.000000", + "2020-04-24T00:00:00.000000", + "2020-04-27T00:00:00.000000", + "2020-04-28T00:00:00.000000", + "2020-04-29T00:00:00.000000", + "2020-04-30T00:00:00.000000", + "2020-05-01T00:00:00.000000", + "2020-05-04T00:00:00.000000", + "2020-05-05T00:00:00.000000", + "2020-05-06T00:00:00.000000", + "2020-05-07T00:00:00.000000", + "2020-05-08T00:00:00.000000", + "2020-05-11T00:00:00.000000", + "2020-05-12T00:00:00.000000", + "2020-05-13T00:00:00.000000", + "2020-05-14T00:00:00.000000", + "2020-05-15T00:00:00.000000", + "2020-05-18T00:00:00.000000", + "2020-05-19T00:00:00.000000", + "2020-05-20T00:00:00.000000", + "2020-05-21T00:00:00.000000", + "2020-05-22T00:00:00.000000", + "2020-05-25T00:00:00.000000", + "2020-05-26T00:00:00.000000", + "2020-05-27T00:00:00.000000", + "2020-05-28T00:00:00.000000", + "2020-05-29T00:00:00.000000", + "2020-06-01T00:00:00.000000", + "2020-06-02T00:00:00.000000", + "2020-06-03T00:00:00.000000", + "2020-06-04T00:00:00.000000", + "2020-06-05T00:00:00.000000", + "2020-06-08T00:00:00.000000", + "2020-06-09T00:00:00.000000", + "2020-06-10T00:00:00.000000", + "2020-06-11T00:00:00.000000", + "2020-06-12T00:00:00.000000", + "2020-06-15T00:00:00.000000", + "2020-06-16T00:00:00.000000", + "2020-06-17T00:00:00.000000", + "2020-06-18T00:00:00.000000", + "2020-06-19T00:00:00.000000", + "2020-06-22T00:00:00.000000", + "2020-06-23T00:00:00.000000", + "2020-06-24T00:00:00.000000", + "2020-06-25T00:00:00.000000", + "2020-06-26T00:00:00.000000", + "2020-06-29T00:00:00.000000", + "2020-06-30T00:00:00.000000", + "2020-07-01T00:00:00.000000", + "2020-07-02T00:00:00.000000", + "2020-07-03T00:00:00.000000", + "2020-07-06T00:00:00.000000", + "2020-07-07T00:00:00.000000", + "2020-07-08T00:00:00.000000", + "2020-07-09T00:00:00.000000", + "2020-07-10T00:00:00.000000", + "2020-07-13T00:00:00.000000", + "2020-07-14T00:00:00.000000", + "2020-07-15T00:00:00.000000", + "2020-07-16T00:00:00.000000", + "2020-07-17T00:00:00.000000", + "2020-07-20T00:00:00.000000", + "2020-07-21T00:00:00.000000", + "2020-07-22T00:00:00.000000", + "2020-07-23T00:00:00.000000", + "2020-07-24T00:00:00.000000", + "2020-07-27T00:00:00.000000", + "2020-07-28T00:00:00.000000", + "2020-07-29T00:00:00.000000", + "2020-07-30T00:00:00.000000", + "2020-07-31T00:00:00.000000", + "2020-08-03T00:00:00.000000", + "2020-08-04T00:00:00.000000", + "2020-08-05T00:00:00.000000", + "2020-08-06T00:00:00.000000", + "2020-08-07T00:00:00.000000", + "2020-08-10T00:00:00.000000", + "2020-08-11T00:00:00.000000", + "2020-08-12T00:00:00.000000", + "2020-08-13T00:00:00.000000", + "2020-08-14T00:00:00.000000", + "2020-08-17T00:00:00.000000", + "2020-08-18T00:00:00.000000", + "2020-08-19T00:00:00.000000", + "2020-08-20T00:00:00.000000", + "2020-08-21T00:00:00.000000", + "2020-08-24T00:00:00.000000", + "2020-08-25T00:00:00.000000", + "2020-08-26T00:00:00.000000", + "2020-08-27T00:00:00.000000", + "2020-08-28T00:00:00.000000", + "2020-08-31T00:00:00.000000", + "2020-09-01T00:00:00.000000", + "2020-09-02T00:00:00.000000", + "2020-09-03T00:00:00.000000", + "2020-09-04T00:00:00.000000", + "2020-09-07T00:00:00.000000", + "2020-09-08T00:00:00.000000", + "2020-09-09T00:00:00.000000", + "2020-09-10T00:00:00.000000", + "2020-09-11T00:00:00.000000", + "2020-09-14T00:00:00.000000", + "2020-09-15T00:00:00.000000", + "2020-09-16T00:00:00.000000", + "2020-09-17T00:00:00.000000", + "2020-09-18T00:00:00.000000", + "2020-09-21T00:00:00.000000", + "2020-09-22T00:00:00.000000", + "2020-09-23T00:00:00.000000", + "2020-09-24T00:00:00.000000", + "2020-09-25T00:00:00.000000", + "2020-09-28T00:00:00.000000", + "2020-09-29T00:00:00.000000", + "2020-09-30T00:00:00.000000", + "2020-10-01T00:00:00.000000", + "2020-10-02T00:00:00.000000", + "2020-10-05T00:00:00.000000", + "2020-10-06T00:00:00.000000", + "2020-10-07T00:00:00.000000", + "2020-10-08T00:00:00.000000", + "2020-10-09T00:00:00.000000", + "2020-10-12T00:00:00.000000", + "2020-10-13T00:00:00.000000", + "2020-10-14T00:00:00.000000", + "2020-10-15T00:00:00.000000", + "2020-10-16T00:00:00.000000", + "2020-10-19T00:00:00.000000", + "2020-10-20T00:00:00.000000", + "2020-10-21T00:00:00.000000", + "2020-10-22T00:00:00.000000", + "2020-10-23T00:00:00.000000", + "2020-10-26T00:00:00.000000", + "2020-10-27T00:00:00.000000", + "2020-10-28T00:00:00.000000", + "2020-10-29T00:00:00.000000", + "2020-10-30T00:00:00.000000", + "2020-11-02T00:00:00.000000", + "2020-11-03T00:00:00.000000", + "2020-11-04T00:00:00.000000", + "2020-11-05T00:00:00.000000", + "2020-11-06T00:00:00.000000", + "2020-11-09T00:00:00.000000", + "2020-11-10T00:00:00.000000", + "2020-11-11T00:00:00.000000", + "2020-11-12T00:00:00.000000", + "2020-11-13T00:00:00.000000", + "2020-11-16T00:00:00.000000", + "2020-11-17T00:00:00.000000", + "2020-11-18T00:00:00.000000", + "2020-11-19T00:00:00.000000", + "2020-11-20T00:00:00.000000", + "2020-11-23T00:00:00.000000", + "2020-11-24T00:00:00.000000", + "2020-11-25T00:00:00.000000", + "2020-11-26T00:00:00.000000", + "2020-11-27T00:00:00.000000", + "2020-11-30T00:00:00.000000", + "2020-12-01T00:00:00.000000", + "2020-12-02T00:00:00.000000", + "2020-12-03T00:00:00.000000", + "2020-12-04T00:00:00.000000", + "2020-12-07T00:00:00.000000", + "2020-12-08T00:00:00.000000", + "2020-12-09T00:00:00.000000", + "2020-12-10T00:00:00.000000", + "2020-12-11T00:00:00.000000", + "2020-12-14T00:00:00.000000", + "2020-12-15T00:00:00.000000", + "2020-12-16T00:00:00.000000", + "2020-12-17T00:00:00.000000", + "2020-12-18T00:00:00.000000", + "2020-12-21T00:00:00.000000", + "2020-12-22T00:00:00.000000", + "2020-12-23T00:00:00.000000", + "2020-12-24T00:00:00.000000", + "2020-12-25T00:00:00.000000", + "2020-12-28T00:00:00.000000", + "2020-12-29T00:00:00.000000", + "2020-12-30T00:00:00.000000", + "2020-12-31T00:00:00.000000", + "2021-01-01T00:00:00.000000", + "2021-01-04T00:00:00.000000", + "2021-01-05T00:00:00.000000", + "2021-01-06T00:00:00.000000", + "2021-01-07T00:00:00.000000", + "2021-01-08T00:00:00.000000", + "2021-01-11T00:00:00.000000", + "2021-01-12T00:00:00.000000", + "2021-01-13T00:00:00.000000", + "2021-01-14T00:00:00.000000", + "2021-01-15T00:00:00.000000", + "2021-01-18T00:00:00.000000", + "2021-01-19T00:00:00.000000", + "2021-01-20T00:00:00.000000", + "2021-01-21T00:00:00.000000", + "2021-01-22T00:00:00.000000", + "2021-01-25T00:00:00.000000", + "2021-01-26T00:00:00.000000", + "2021-01-27T00:00:00.000000", + "2021-01-28T00:00:00.000000", + "2021-01-29T00:00:00.000000", + "2021-02-01T00:00:00.000000", + "2021-02-02T00:00:00.000000", + "2021-02-03T00:00:00.000000", + "2021-02-04T00:00:00.000000", + "2021-02-05T00:00:00.000000", + "2021-02-08T00:00:00.000000", + "2021-02-09T00:00:00.000000", + "2021-02-10T00:00:00.000000", + "2021-02-11T00:00:00.000000", + "2021-02-12T00:00:00.000000", + "2021-02-15T00:00:00.000000", + "2021-02-16T00:00:00.000000", + "2021-02-17T00:00:00.000000", + "2021-02-18T00:00:00.000000", + "2021-02-19T00:00:00.000000", + "2021-02-22T00:00:00.000000", + "2021-02-23T00:00:00.000000", + "2021-02-24T00:00:00.000000", + "2021-02-25T00:00:00.000000", + "2021-02-26T00:00:00.000000", + "2021-03-01T00:00:00.000000", + "2021-03-02T00:00:00.000000", + "2021-03-03T00:00:00.000000", + "2021-03-04T00:00:00.000000", + "2021-03-05T00:00:00.000000", + "2021-03-08T00:00:00.000000", + "2021-03-09T00:00:00.000000", + "2021-03-10T00:00:00.000000", + "2021-03-11T00:00:00.000000", + "2021-03-12T00:00:00.000000", + "2021-03-15T00:00:00.000000", + "2021-03-16T00:00:00.000000", + "2021-03-17T00:00:00.000000", + "2021-03-18T00:00:00.000000", + "2021-03-19T00:00:00.000000", + "2021-03-22T00:00:00.000000", + "2021-03-23T00:00:00.000000", + "2021-03-24T00:00:00.000000", + "2021-03-25T00:00:00.000000", + "2021-03-26T00:00:00.000000", + "2021-03-29T00:00:00.000000", + "2021-03-30T00:00:00.000000", + "2021-03-31T00:00:00.000000", + "2021-04-01T00:00:00.000000", + "2021-04-02T00:00:00.000000", + "2021-04-05T00:00:00.000000", + "2021-04-06T00:00:00.000000", + "2021-04-07T00:00:00.000000", + "2021-04-08T00:00:00.000000", + "2021-04-09T00:00:00.000000", + "2021-04-12T00:00:00.000000", + "2021-04-13T00:00:00.000000", + "2021-04-14T00:00:00.000000", + "2021-04-15T00:00:00.000000", + "2021-04-16T00:00:00.000000", + "2021-04-19T00:00:00.000000", + "2021-04-20T00:00:00.000000", + "2021-04-21T00:00:00.000000", + "2021-04-22T00:00:00.000000", + "2021-04-23T00:00:00.000000", + "2021-04-26T00:00:00.000000", + "2021-04-27T00:00:00.000000", + "2021-04-28T00:00:00.000000", + "2021-04-29T00:00:00.000000", + "2021-04-30T00:00:00.000000", + "2021-05-03T00:00:00.000000", + "2021-05-04T00:00:00.000000", + "2021-05-05T00:00:00.000000", + "2021-05-06T00:00:00.000000", + "2021-05-07T00:00:00.000000", + "2021-05-10T00:00:00.000000", + "2021-05-11T00:00:00.000000", + "2021-05-12T00:00:00.000000", + "2021-05-13T00:00:00.000000", + "2021-05-14T00:00:00.000000", + "2021-05-17T00:00:00.000000", + "2021-05-18T00:00:00.000000", + "2021-05-19T00:00:00.000000", + "2021-05-20T00:00:00.000000", + "2021-05-21T00:00:00.000000", + "2021-05-24T00:00:00.000000", + "2021-05-25T00:00:00.000000", + "2021-05-26T00:00:00.000000", + "2021-05-27T00:00:00.000000", + "2021-05-28T00:00:00.000000", + "2021-05-31T00:00:00.000000", + "2021-06-01T00:00:00.000000", + "2021-06-02T00:00:00.000000", + "2021-06-03T00:00:00.000000", + "2021-06-04T00:00:00.000000", + "2021-06-07T00:00:00.000000", + "2021-06-08T00:00:00.000000", + "2021-06-09T00:00:00.000000", + "2021-06-10T00:00:00.000000", + "2021-06-11T00:00:00.000000", + "2021-06-14T00:00:00.000000", + "2021-06-15T00:00:00.000000", + "2021-06-16T00:00:00.000000", + "2021-06-17T00:00:00.000000", + "2021-06-18T00:00:00.000000", + "2021-06-21T00:00:00.000000", + "2021-06-22T00:00:00.000000", + "2021-06-23T00:00:00.000000", + "2021-06-24T00:00:00.000000", + "2021-06-25T00:00:00.000000", + "2021-06-28T00:00:00.000000", + "2021-06-29T00:00:00.000000", + "2021-06-30T00:00:00.000000", + "2021-07-01T00:00:00.000000", + "2021-07-02T00:00:00.000000", + "2021-07-05T00:00:00.000000", + "2021-07-06T00:00:00.000000", + "2021-07-07T00:00:00.000000", + "2021-07-08T00:00:00.000000", + "2021-07-09T00:00:00.000000", + "2021-07-12T00:00:00.000000", + "2021-07-13T00:00:00.000000", + "2021-07-14T00:00:00.000000", + "2021-07-15T00:00:00.000000", + "2021-07-16T00:00:00.000000", + "2021-07-19T00:00:00.000000", + "2021-07-20T00:00:00.000000", + "2021-07-21T00:00:00.000000", + "2021-07-22T00:00:00.000000", + "2021-07-23T00:00:00.000000", + "2021-07-26T00:00:00.000000", + "2021-07-27T00:00:00.000000", + "2021-07-28T00:00:00.000000", + "2021-07-29T00:00:00.000000", + "2021-07-30T00:00:00.000000", + "2021-08-02T00:00:00.000000", + "2021-08-03T00:00:00.000000", + "2021-08-04T00:00:00.000000", + "2021-08-05T00:00:00.000000", + "2021-08-06T00:00:00.000000", + "2021-08-09T00:00:00.000000", + "2021-08-10T00:00:00.000000", + "2021-08-11T00:00:00.000000", + "2021-08-12T00:00:00.000000", + "2021-08-13T00:00:00.000000", + "2021-08-16T00:00:00.000000", + "2021-08-17T00:00:00.000000", + "2021-08-18T00:00:00.000000", + "2021-08-19T00:00:00.000000", + "2021-08-20T00:00:00.000000", + "2021-08-23T00:00:00.000000", + "2021-08-24T00:00:00.000000", + "2021-08-25T00:00:00.000000", + "2021-08-26T00:00:00.000000", + "2021-08-27T00:00:00.000000", + "2021-08-30T00:00:00.000000", + "2021-08-31T00:00:00.000000", + "2021-09-01T00:00:00.000000", + "2021-09-02T00:00:00.000000", + "2021-09-03T00:00:00.000000", + "2021-09-06T00:00:00.000000", + "2021-09-07T00:00:00.000000", + "2021-09-08T00:00:00.000000", + "2021-09-09T00:00:00.000000", + "2021-09-10T00:00:00.000000", + "2021-09-13T00:00:00.000000", + "2021-09-14T00:00:00.000000", + "2021-09-15T00:00:00.000000", + "2021-09-16T00:00:00.000000", + "2021-09-17T00:00:00.000000", + "2021-09-20T00:00:00.000000", + "2021-09-21T00:00:00.000000", + "2021-09-22T00:00:00.000000", + "2021-09-23T00:00:00.000000", + "2021-09-24T00:00:00.000000", + "2021-09-27T00:00:00.000000", + "2021-09-28T00:00:00.000000", + "2021-09-29T00:00:00.000000", + "2021-09-30T00:00:00.000000", + "2021-10-01T00:00:00.000000", + "2021-10-04T00:00:00.000000", + "2021-10-05T00:00:00.000000", + "2021-10-06T00:00:00.000000", + "2021-10-07T00:00:00.000000", + "2021-10-08T00:00:00.000000", + "2021-10-11T00:00:00.000000", + "2021-10-12T00:00:00.000000", + "2021-10-13T00:00:00.000000", + "2021-10-14T00:00:00.000000", + "2021-10-15T00:00:00.000000", + "2021-10-18T00:00:00.000000", + "2021-10-19T00:00:00.000000", + "2021-10-20T00:00:00.000000", + "2021-10-21T00:00:00.000000", + "2021-10-22T00:00:00.000000", + "2021-10-25T00:00:00.000000", + "2021-10-26T00:00:00.000000", + "2021-10-27T00:00:00.000000", + "2021-10-28T00:00:00.000000", + "2021-10-29T00:00:00.000000", + "2021-11-01T00:00:00.000000", + "2021-11-02T00:00:00.000000", + "2021-11-03T00:00:00.000000", + "2021-11-04T00:00:00.000000", + "2021-11-05T00:00:00.000000", + "2021-11-08T00:00:00.000000", + "2021-11-09T00:00:00.000000", + "2021-11-10T00:00:00.000000", + "2021-11-11T00:00:00.000000", + "2021-11-12T00:00:00.000000", + "2021-11-15T00:00:00.000000", + "2021-11-16T00:00:00.000000", + "2021-11-17T00:00:00.000000", + "2021-11-18T00:00:00.000000", + "2021-11-19T00:00:00.000000", + "2021-11-22T00:00:00.000000", + "2021-11-23T00:00:00.000000", + "2021-11-24T00:00:00.000000", + "2021-11-25T00:00:00.000000", + "2021-11-26T00:00:00.000000", + "2021-11-29T00:00:00.000000", + "2021-11-30T00:00:00.000000", + "2021-12-01T00:00:00.000000", + "2021-12-02T00:00:00.000000", + "2021-12-03T00:00:00.000000", + "2021-12-06T00:00:00.000000", + "2021-12-07T00:00:00.000000", + "2021-12-08T00:00:00.000000", + "2021-12-09T00:00:00.000000", + "2021-12-10T00:00:00.000000", + "2021-12-13T00:00:00.000000", + "2021-12-14T00:00:00.000000", + "2021-12-15T00:00:00.000000", + "2021-12-16T00:00:00.000000", + "2021-12-17T00:00:00.000000", + "2021-12-20T00:00:00.000000", + "2021-12-21T00:00:00.000000", + "2021-12-22T00:00:00.000000", + "2021-12-23T00:00:00.000000", + "2021-12-24T00:00:00.000000", + "2021-12-27T00:00:00.000000", + "2021-12-28T00:00:00.000000", + "2021-12-29T00:00:00.000000", + "2021-12-30T00:00:00.000000", + "2021-12-31T00:00:00.000000", + "2022-01-03T00:00:00.000000", + "2022-01-04T00:00:00.000000", + "2022-01-05T00:00:00.000000", + "2022-01-06T00:00:00.000000", + "2022-01-07T00:00:00.000000", + "2022-01-10T00:00:00.000000", + "2022-01-11T00:00:00.000000", + "2022-01-12T00:00:00.000000", + "2022-01-13T00:00:00.000000", + "2022-01-14T00:00:00.000000", + "2022-01-17T00:00:00.000000", + "2022-01-18T00:00:00.000000", + "2022-01-19T00:00:00.000000", + "2022-01-20T00:00:00.000000", + "2022-01-21T00:00:00.000000", + "2022-01-24T00:00:00.000000", + "2022-01-25T00:00:00.000000", + "2022-01-26T00:00:00.000000", + "2022-01-27T00:00:00.000000", + "2022-01-28T00:00:00.000000", + "2022-01-31T00:00:00.000000", + "2022-02-01T00:00:00.000000", + "2022-02-02T00:00:00.000000", + "2022-02-03T00:00:00.000000", + "2022-02-04T00:00:00.000000", + "2022-02-07T00:00:00.000000", + "2022-02-08T00:00:00.000000", + "2022-02-09T00:00:00.000000", + "2022-02-10T00:00:00.000000", + "2022-02-11T00:00:00.000000", + "2022-02-14T00:00:00.000000", + "2022-02-15T00:00:00.000000", + "2022-02-16T00:00:00.000000", + "2022-02-17T00:00:00.000000", + "2022-02-18T00:00:00.000000", + "2022-02-21T00:00:00.000000", + "2022-02-22T00:00:00.000000", + "2022-02-23T00:00:00.000000", + "2022-02-24T00:00:00.000000", + "2022-02-25T00:00:00.000000", + "2022-02-28T00:00:00.000000", + "2022-03-01T00:00:00.000000", + "2022-03-02T00:00:00.000000", + "2022-03-03T00:00:00.000000", + "2022-03-04T00:00:00.000000", + "2022-03-07T00:00:00.000000", + "2022-03-08T00:00:00.000000", + "2022-03-09T00:00:00.000000", + "2022-03-10T00:00:00.000000", + "2022-03-11T00:00:00.000000", + "2022-03-14T00:00:00.000000", + "2022-03-15T00:00:00.000000", + "2022-03-16T00:00:00.000000", + "2022-03-17T00:00:00.000000", + "2022-03-18T00:00:00.000000", + "2022-03-21T00:00:00.000000", + "2022-03-22T00:00:00.000000", + "2022-03-23T00:00:00.000000", + "2022-03-24T00:00:00.000000", + "2022-03-25T00:00:00.000000", + "2022-03-28T00:00:00.000000", + "2022-03-29T00:00:00.000000", + "2022-03-30T00:00:00.000000", + "2022-03-31T00:00:00.000000", + "2022-04-01T00:00:00.000000", + "2022-04-04T00:00:00.000000", + "2022-04-05T00:00:00.000000", + "2022-04-06T00:00:00.000000", + "2022-04-07T00:00:00.000000", + "2022-04-08T00:00:00.000000", + "2022-04-11T00:00:00.000000", + "2022-04-12T00:00:00.000000", + "2022-04-13T00:00:00.000000", + "2022-04-14T00:00:00.000000", + "2022-04-15T00:00:00.000000", + "2022-04-18T00:00:00.000000", + "2022-04-19T00:00:00.000000", + "2022-04-20T00:00:00.000000", + "2022-04-21T00:00:00.000000", + "2022-04-22T00:00:00.000000", + "2022-04-25T00:00:00.000000", + "2022-04-26T00:00:00.000000", + "2022-04-27T00:00:00.000000", + "2022-04-28T00:00:00.000000", + "2022-04-29T00:00:00.000000", + "2022-05-02T00:00:00.000000", + "2022-05-03T00:00:00.000000", + "2022-05-04T00:00:00.000000", + "2022-05-05T00:00:00.000000", + "2022-05-06T00:00:00.000000", + "2022-05-09T00:00:00.000000", + "2022-05-10T00:00:00.000000", + "2022-05-11T00:00:00.000000", + "2022-05-12T00:00:00.000000", + "2022-05-13T00:00:00.000000", + "2022-05-16T00:00:00.000000", + "2022-05-17T00:00:00.000000", + "2022-05-18T00:00:00.000000", + "2022-05-19T00:00:00.000000", + "2022-05-20T00:00:00.000000", + "2022-05-23T00:00:00.000000", + "2022-05-24T00:00:00.000000", + "2022-05-25T00:00:00.000000", + "2022-05-26T00:00:00.000000", + "2022-05-27T00:00:00.000000", + "2022-05-30T00:00:00.000000", + "2022-05-31T00:00:00.000000", + "2022-06-01T00:00:00.000000", + "2022-06-02T00:00:00.000000", + "2022-06-03T00:00:00.000000", + "2022-06-06T00:00:00.000000", + "2022-06-07T00:00:00.000000", + "2022-06-08T00:00:00.000000", + "2022-06-09T00:00:00.000000", + "2022-06-10T00:00:00.000000", + "2022-06-13T00:00:00.000000", + "2022-06-14T00:00:00.000000", + "2022-06-15T00:00:00.000000", + "2022-06-16T00:00:00.000000", + "2022-06-17T00:00:00.000000", + "2022-06-20T00:00:00.000000", + "2022-06-21T00:00:00.000000", + "2022-06-22T00:00:00.000000", + "2022-06-23T00:00:00.000000", + "2022-06-24T00:00:00.000000", + "2022-06-27T00:00:00.000000", + "2022-06-28T00:00:00.000000", + "2022-06-29T00:00:00.000000", + "2022-06-30T00:00:00.000000", + "2022-07-01T00:00:00.000000", + "2022-07-04T00:00:00.000000", + "2022-07-05T00:00:00.000000", + "2022-07-06T00:00:00.000000", + "2022-07-07T00:00:00.000000", + "2022-07-08T00:00:00.000000", + "2022-07-11T00:00:00.000000", + "2022-07-12T00:00:00.000000", + "2022-07-13T00:00:00.000000", + "2022-07-14T00:00:00.000000", + "2022-07-15T00:00:00.000000", + "2022-07-18T00:00:00.000000", + "2022-07-19T00:00:00.000000", + "2022-07-20T00:00:00.000000", + "2022-07-21T00:00:00.000000", + "2022-07-22T00:00:00.000000", + "2022-07-25T00:00:00.000000", + "2022-07-26T00:00:00.000000", + "2022-07-27T00:00:00.000000", + "2022-07-28T00:00:00.000000", + "2022-07-29T00:00:00.000000", + "2022-08-01T00:00:00.000000", + "2022-08-02T00:00:00.000000", + "2022-08-03T00:00:00.000000", + "2022-08-04T00:00:00.000000", + "2022-08-05T00:00:00.000000", + "2022-08-08T00:00:00.000000", + "2022-08-09T00:00:00.000000", + "2022-08-10T00:00:00.000000", + "2022-08-11T00:00:00.000000", + "2022-08-12T00:00:00.000000", + "2022-08-15T00:00:00.000000", + "2022-08-16T00:00:00.000000", + "2022-08-17T00:00:00.000000", + "2022-08-18T00:00:00.000000", + "2022-08-19T00:00:00.000000", + "2022-08-22T00:00:00.000000", + "2022-08-23T00:00:00.000000", + "2022-08-24T00:00:00.000000", + "2022-08-25T00:00:00.000000", + "2022-08-26T00:00:00.000000", + "2022-08-29T00:00:00.000000", + "2022-08-30T00:00:00.000000", + "2022-08-31T00:00:00.000000", + "2022-09-01T00:00:00.000000", + "2022-09-02T00:00:00.000000", + "2022-09-05T00:00:00.000000", + "2022-09-06T00:00:00.000000", + "2022-09-07T00:00:00.000000", + "2022-09-08T00:00:00.000000", + "2022-09-09T00:00:00.000000", + "2022-09-12T00:00:00.000000", + "2022-09-13T00:00:00.000000", + "2022-09-14T00:00:00.000000", + "2022-09-15T00:00:00.000000", + "2022-09-16T00:00:00.000000", + "2022-09-19T00:00:00.000000", + "2022-09-20T00:00:00.000000", + "2022-09-21T00:00:00.000000", + "2022-09-22T00:00:00.000000", + "2022-09-23T00:00:00.000000", + "2022-09-26T00:00:00.000000", + "2022-09-27T00:00:00.000000", + "2022-09-28T00:00:00.000000", + "2022-09-29T00:00:00.000000", + "2022-09-30T00:00:00.000000", + "2022-10-03T00:00:00.000000", + "2022-10-04T00:00:00.000000", + "2022-10-05T00:00:00.000000", + "2022-10-06T00:00:00.000000", + "2022-10-07T00:00:00.000000", + "2022-10-10T00:00:00.000000", + "2022-10-11T00:00:00.000000", + "2022-10-12T00:00:00.000000", + "2022-10-13T00:00:00.000000", + "2022-10-14T00:00:00.000000", + "2022-10-17T00:00:00.000000", + "2022-10-18T00:00:00.000000", + "2022-10-19T00:00:00.000000", + "2022-10-20T00:00:00.000000", + "2022-10-21T00:00:00.000000", + "2022-10-24T00:00:00.000000", + "2022-10-25T00:00:00.000000", + "2022-10-26T00:00:00.000000", + "2022-10-27T00:00:00.000000", + "2022-10-28T00:00:00.000000", + "2022-10-31T00:00:00.000000", + "2022-11-01T00:00:00.000000", + "2022-11-02T00:00:00.000000", + "2022-11-03T00:00:00.000000", + "2022-11-04T00:00:00.000000", + "2022-11-07T00:00:00.000000", + "2022-11-08T00:00:00.000000", + "2022-11-09T00:00:00.000000", + "2022-11-10T00:00:00.000000", + "2022-11-11T00:00:00.000000", + "2022-11-14T00:00:00.000000", + "2022-11-15T00:00:00.000000", + "2022-11-16T00:00:00.000000", + "2022-11-17T00:00:00.000000", + "2022-11-18T00:00:00.000000", + "2022-11-21T00:00:00.000000", + "2022-11-22T00:00:00.000000", + "2022-11-23T00:00:00.000000", + "2022-11-24T00:00:00.000000", + "2022-11-25T00:00:00.000000", + "2022-11-28T00:00:00.000000", + "2022-11-29T00:00:00.000000", + "2022-11-30T00:00:00.000000", + "2022-12-01T00:00:00.000000", + "2022-12-02T00:00:00.000000", + "2022-12-05T00:00:00.000000", + "2022-12-06T00:00:00.000000", + "2022-12-07T00:00:00.000000", + "2022-12-08T00:00:00.000000", + "2022-12-09T00:00:00.000000", + "2022-12-12T00:00:00.000000", + "2022-12-13T00:00:00.000000", + "2022-12-14T00:00:00.000000", + "2022-12-15T00:00:00.000000", + "2022-12-16T00:00:00.000000", + "2022-12-19T00:00:00.000000", + "2022-12-20T00:00:00.000000", + "2022-12-21T00:00:00.000000", + "2022-12-22T00:00:00.000000", + "2022-12-23T00:00:00.000000", + "2022-12-26T00:00:00.000000", + "2022-12-27T00:00:00.000000", + "2022-12-28T00:00:00.000000", + "2022-12-29T00:00:00.000000", + "2022-12-30T00:00:00.000000", + "2023-01-02T00:00:00.000000", + "2023-01-03T00:00:00.000000", + "2023-01-04T00:00:00.000000", + "2023-01-05T00:00:00.000000", + "2023-01-06T00:00:00.000000", + "2023-01-09T00:00:00.000000", + "2023-01-10T00:00:00.000000", + "2023-01-11T00:00:00.000000", + "2023-01-12T00:00:00.000000", + "2023-01-13T00:00:00.000000", + "2023-01-16T00:00:00.000000", + "2023-01-17T00:00:00.000000", + "2023-01-18T00:00:00.000000", + "2023-01-19T00:00:00.000000", + "2023-01-20T00:00:00.000000", + "2023-01-23T00:00:00.000000", + "2023-01-24T00:00:00.000000", + "2023-01-25T00:00:00.000000", + "2023-01-26T00:00:00.000000", + "2023-01-27T00:00:00.000000", + "2023-01-30T00:00:00.000000", + "2023-01-31T00:00:00.000000", + "2023-02-01T00:00:00.000000", + "2023-02-02T00:00:00.000000", + "2023-02-03T00:00:00.000000", + "2023-02-06T00:00:00.000000", + "2023-02-07T00:00:00.000000", + "2023-02-08T00:00:00.000000", + "2023-02-09T00:00:00.000000", + "2023-02-10T00:00:00.000000", + "2023-02-13T00:00:00.000000", + "2023-02-14T00:00:00.000000", + "2023-02-15T00:00:00.000000", + "2023-02-16T00:00:00.000000", + "2023-02-17T00:00:00.000000", + "2023-02-20T00:00:00.000000", + "2023-02-21T00:00:00.000000", + "2023-02-22T00:00:00.000000", + "2023-02-23T00:00:00.000000", + "2023-02-24T00:00:00.000000", + "2023-02-27T00:00:00.000000", + "2023-02-28T00:00:00.000000", + "2023-03-01T00:00:00.000000", + "2023-03-02T00:00:00.000000", + "2023-03-03T00:00:00.000000", + "2023-03-06T00:00:00.000000", + "2023-03-07T00:00:00.000000", + "2023-03-08T00:00:00.000000", + "2023-03-09T00:00:00.000000", + "2023-03-10T00:00:00.000000", + "2023-03-13T00:00:00.000000", + "2023-03-14T00:00:00.000000", + "2023-03-15T00:00:00.000000", + "2023-03-16T00:00:00.000000", + "2023-03-17T00:00:00.000000", + "2023-03-20T00:00:00.000000", + "2023-03-21T00:00:00.000000", + "2023-03-22T00:00:00.000000", + "2023-03-23T00:00:00.000000", + "2023-03-24T00:00:00.000000", + "2023-03-27T00:00:00.000000", + "2023-03-28T00:00:00.000000", + "2023-03-29T00:00:00.000000", + "2023-03-30T00:00:00.000000", + "2023-03-31T00:00:00.000000", + "2023-04-03T00:00:00.000000", + "2023-04-04T00:00:00.000000", + "2023-04-05T00:00:00.000000", + "2023-04-06T00:00:00.000000", + "2023-04-07T00:00:00.000000", + "2023-04-10T00:00:00.000000", + "2023-04-11T00:00:00.000000", + "2023-04-12T00:00:00.000000", + "2023-04-13T00:00:00.000000", + "2023-04-14T00:00:00.000000", + "2023-04-17T00:00:00.000000", + "2023-04-18T00:00:00.000000", + "2023-04-19T00:00:00.000000", + "2023-04-20T00:00:00.000000", + "2023-04-21T00:00:00.000000", + "2023-04-24T00:00:00.000000", + "2023-04-25T00:00:00.000000", + "2023-04-26T00:00:00.000000", + "2023-04-27T00:00:00.000000", + "2023-04-28T00:00:00.000000", + "2023-05-01T00:00:00.000000", + "2023-05-02T00:00:00.000000", + "2023-05-03T00:00:00.000000", + "2023-05-04T00:00:00.000000", + "2023-05-05T00:00:00.000000", + "2023-05-08T00:00:00.000000", + "2023-05-09T00:00:00.000000", + "2023-05-10T00:00:00.000000", + "2023-05-11T00:00:00.000000", + "2023-05-12T00:00:00.000000", + "2023-05-15T00:00:00.000000", + "2023-05-16T00:00:00.000000", + "2023-05-17T00:00:00.000000", + "2023-05-18T00:00:00.000000", + "2023-05-19T00:00:00.000000", + "2023-05-22T00:00:00.000000", + "2023-05-23T00:00:00.000000", + "2023-05-24T00:00:00.000000", + "2023-05-25T00:00:00.000000", + "2023-05-26T00:00:00.000000", + "2023-05-29T00:00:00.000000", + "2023-05-30T00:00:00.000000", + "2023-05-31T00:00:00.000000", + "2023-06-01T00:00:00.000000", + "2023-06-02T00:00:00.000000", + "2023-06-05T00:00:00.000000", + "2023-06-06T00:00:00.000000", + "2023-06-07T00:00:00.000000", + "2023-06-08T00:00:00.000000", + "2023-06-09T00:00:00.000000", + "2023-06-12T00:00:00.000000", + "2023-06-13T00:00:00.000000", + "2023-06-14T00:00:00.000000", + "2023-06-15T00:00:00.000000", + "2023-06-16T00:00:00.000000", + "2023-06-19T00:00:00.000000", + "2023-06-20T00:00:00.000000", + "2023-06-21T00:00:00.000000", + "2023-06-22T00:00:00.000000", + "2023-06-23T00:00:00.000000", + "2023-06-26T00:00:00.000000", + "2023-06-27T00:00:00.000000", + "2023-06-28T00:00:00.000000", + "2023-06-29T00:00:00.000000", + "2023-06-30T00:00:00.000000", + "2023-07-03T00:00:00.000000", + "2023-07-04T00:00:00.000000", + "2023-07-05T00:00:00.000000", + "2023-07-06T00:00:00.000000", + "2023-07-07T00:00:00.000000", + "2023-07-10T00:00:00.000000", + "2023-07-11T00:00:00.000000", + "2023-07-12T00:00:00.000000", + "2023-07-13T00:00:00.000000", + "2023-07-14T00:00:00.000000", + "2023-07-17T00:00:00.000000", + "2023-07-18T00:00:00.000000", + "2023-07-19T00:00:00.000000", + "2023-07-20T00:00:00.000000", + "2023-07-21T00:00:00.000000", + "2023-07-24T00:00:00.000000", + "2023-07-25T00:00:00.000000", + "2023-07-26T00:00:00.000000", + "2023-07-27T00:00:00.000000", + "2023-07-28T00:00:00.000000", + "2023-07-31T00:00:00.000000", + "2023-08-01T00:00:00.000000", + "2023-08-02T00:00:00.000000", + "2023-08-03T00:00:00.000000", + "2023-08-04T00:00:00.000000", + "2023-08-07T00:00:00.000000", + "2023-08-08T00:00:00.000000", + "2023-08-09T00:00:00.000000", + "2023-08-10T00:00:00.000000", + "2023-08-11T00:00:00.000000", + "2023-08-14T00:00:00.000000", + "2023-08-15T00:00:00.000000", + "2023-08-16T00:00:00.000000", + "2023-08-17T00:00:00.000000", + "2023-08-18T00:00:00.000000", + "2023-08-21T00:00:00.000000", + "2023-08-22T00:00:00.000000", + "2023-08-23T00:00:00.000000", + "2023-08-24T00:00:00.000000", + "2023-08-25T00:00:00.000000", + "2023-08-28T00:00:00.000000", + "2023-08-29T00:00:00.000000", + "2023-08-30T00:00:00.000000", + "2023-08-31T00:00:00.000000", + "2023-09-01T00:00:00.000000", + "2023-09-04T00:00:00.000000", + "2023-09-05T00:00:00.000000", + "2023-09-06T00:00:00.000000", + "2023-09-07T00:00:00.000000", + "2023-09-08T00:00:00.000000", + "2023-09-11T00:00:00.000000", + "2023-09-12T00:00:00.000000", + "2023-09-13T00:00:00.000000", + "2023-09-14T00:00:00.000000", + "2023-09-15T00:00:00.000000", + "2023-09-18T00:00:00.000000", + "2023-09-19T00:00:00.000000", + "2023-09-20T00:00:00.000000", + "2023-09-21T00:00:00.000000", + "2023-09-22T00:00:00.000000", + "2023-09-25T00:00:00.000000", + "2023-09-26T00:00:00.000000", + "2023-09-27T00:00:00.000000", + "2023-09-28T00:00:00.000000", + "2023-09-29T00:00:00.000000", + "2023-10-02T00:00:00.000000", + "2023-10-03T00:00:00.000000", + "2023-10-04T00:00:00.000000", + "2023-10-05T00:00:00.000000", + "2023-10-06T00:00:00.000000", + "2023-10-09T00:00:00.000000", + "2023-10-10T00:00:00.000000", + "2023-10-11T00:00:00.000000", + "2023-10-12T00:00:00.000000", + "2023-10-13T00:00:00.000000", + "2023-10-16T00:00:00.000000", + "2023-10-17T00:00:00.000000", + "2023-10-18T00:00:00.000000", + "2023-10-19T00:00:00.000000", + "2023-10-20T00:00:00.000000", + "2023-10-23T00:00:00.000000", + "2023-10-24T00:00:00.000000", + "2023-10-25T00:00:00.000000", + "2023-10-26T00:00:00.000000", + "2023-10-27T00:00:00.000000", + "2023-10-30T00:00:00.000000", + "2023-10-31T00:00:00.000000", + "2023-11-01T00:00:00.000000", + "2023-11-02T00:00:00.000000", + "2023-11-03T00:00:00.000000", + "2023-11-06T00:00:00.000000", + "2023-11-07T00:00:00.000000", + "2023-11-08T00:00:00.000000", + "2023-11-09T00:00:00.000000", + "2023-11-10T00:00:00.000000", + "2023-11-13T00:00:00.000000", + "2023-11-14T00:00:00.000000", + "2023-11-15T00:00:00.000000", + "2023-11-16T00:00:00.000000", + "2023-11-17T00:00:00.000000", + "2023-11-20T00:00:00.000000", + "2023-11-21T00:00:00.000000", + "2023-11-22T00:00:00.000000", + "2023-11-23T00:00:00.000000", + "2023-11-24T00:00:00.000000", + "2023-11-27T00:00:00.000000", + "2023-11-28T00:00:00.000000", + "2023-11-29T00:00:00.000000", + "2023-11-30T00:00:00.000000", + "2023-12-01T00:00:00.000000", + "2023-12-04T00:00:00.000000", + "2023-12-05T00:00:00.000000", + "2023-12-06T00:00:00.000000", + "2023-12-07T00:00:00.000000", + "2023-12-08T00:00:00.000000", + "2023-12-11T00:00:00.000000", + "2023-12-12T00:00:00.000000", + "2023-12-13T00:00:00.000000", + "2023-12-14T00:00:00.000000", + "2023-12-15T00:00:00.000000", + "2023-12-18T00:00:00.000000", + "2023-12-19T00:00:00.000000", + "2023-12-20T00:00:00.000000", + "2023-12-21T00:00:00.000000", + "2023-12-22T00:00:00.000000", + "2023-12-25T00:00:00.000000", + "2023-12-26T00:00:00.000000", + "2023-12-27T00:00:00.000000", + "2023-12-28T00:00:00.000000", + "2023-12-29T00:00:00.000000", + "2024-01-01T00:00:00.000000", + "2024-01-02T00:00:00.000000", + "2024-01-03T00:00:00.000000", + "2024-01-04T00:00:00.000000", + "2024-01-05T00:00:00.000000", + "2024-01-08T00:00:00.000000", + "2024-01-09T00:00:00.000000", + "2024-01-10T00:00:00.000000", + "2024-01-11T00:00:00.000000", + "2024-01-12T00:00:00.000000", + "2024-01-15T00:00:00.000000", + "2024-01-16T00:00:00.000000", + "2024-01-17T00:00:00.000000", + "2024-01-18T00:00:00.000000", + "2024-01-19T00:00:00.000000", + "2024-01-22T00:00:00.000000", + "2024-01-23T00:00:00.000000", + "2024-01-24T00:00:00.000000", + "2024-01-25T00:00:00.000000", + "2024-01-26T00:00:00.000000", + "2024-01-29T00:00:00.000000", + "2024-01-30T00:00:00.000000", + "2024-01-31T00:00:00.000000", + "2024-02-01T00:00:00.000000", + "2024-02-02T00:00:00.000000", + "2024-02-05T00:00:00.000000", + "2024-02-06T00:00:00.000000", + "2024-02-07T00:00:00.000000", + "2024-02-08T00:00:00.000000", + "2024-02-09T00:00:00.000000", + "2024-02-12T00:00:00.000000", + "2024-02-13T00:00:00.000000", + "2024-02-14T00:00:00.000000", + "2024-02-15T00:00:00.000000", + "2024-02-16T00:00:00.000000", + "2024-02-19T00:00:00.000000", + "2024-02-20T00:00:00.000000", + "2024-02-21T00:00:00.000000", + "2024-02-22T00:00:00.000000", + "2024-02-23T00:00:00.000000", + "2024-02-26T00:00:00.000000", + "2024-02-27T00:00:00.000000", + "2024-02-28T00:00:00.000000", + "2024-02-29T00:00:00.000000", + "2024-03-01T00:00:00.000000", + "2024-03-04T00:00:00.000000", + "2024-03-05T00:00:00.000000", + "2024-03-06T00:00:00.000000", + "2024-03-07T00:00:00.000000", + "2024-03-08T00:00:00.000000", + "2024-03-11T00:00:00.000000", + "2024-03-12T00:00:00.000000", + "2024-03-13T00:00:00.000000", + "2024-03-14T00:00:00.000000", + "2024-03-15T00:00:00.000000", + "2024-03-18T00:00:00.000000", + "2024-03-19T00:00:00.000000", + "2024-03-20T00:00:00.000000", + "2024-03-21T00:00:00.000000", + "2024-03-22T00:00:00.000000", + "2024-03-25T00:00:00.000000", + "2024-03-26T00:00:00.000000", + "2024-03-27T00:00:00.000000", + "2024-03-28T00:00:00.000000", + "2024-03-29T00:00:00.000000", + "2024-04-01T00:00:00.000000", + "2024-04-02T00:00:00.000000", + "2024-04-03T00:00:00.000000", + "2024-04-04T00:00:00.000000", + "2024-04-05T00:00:00.000000", + "2024-04-08T00:00:00.000000", + "2024-04-09T00:00:00.000000", + "2024-04-10T00:00:00.000000", + "2024-04-11T00:00:00.000000", + "2024-04-12T00:00:00.000000", + "2024-04-15T00:00:00.000000", + "2024-04-16T00:00:00.000000", + "2024-04-17T00:00:00.000000", + "2024-04-18T00:00:00.000000", + "2024-04-19T00:00:00.000000", + "2024-04-22T00:00:00.000000", + "2024-04-23T00:00:00.000000", + "2024-04-24T00:00:00.000000", + "2024-04-25T00:00:00.000000", + "2024-04-26T00:00:00.000000", + "2024-04-29T00:00:00.000000", + "2024-04-30T00:00:00.000000", + "2024-05-01T00:00:00.000000", + "2024-05-02T00:00:00.000000", + "2024-05-03T00:00:00.000000", + "2024-05-06T00:00:00.000000", + "2024-05-07T00:00:00.000000", + "2024-05-08T00:00:00.000000", + "2024-05-09T00:00:00.000000", + "2024-05-10T00:00:00.000000", + "2024-05-13T00:00:00.000000", + "2024-05-14T00:00:00.000000", + "2024-05-15T00:00:00.000000", + "2024-05-16T00:00:00.000000", + "2024-05-17T00:00:00.000000", + "2024-05-20T00:00:00.000000", + "2024-05-21T00:00:00.000000", + "2024-05-22T00:00:00.000000", + "2024-05-23T00:00:00.000000", + "2024-05-24T00:00:00.000000", + "2024-05-27T00:00:00.000000", + "2024-05-28T00:00:00.000000", + "2024-05-29T00:00:00.000000", + "2024-05-30T00:00:00.000000", + "2024-05-31T00:00:00.000000", + "2024-06-03T00:00:00.000000", + "2024-06-04T00:00:00.000000", + "2024-06-05T00:00:00.000000", + "2024-06-06T00:00:00.000000", + "2024-06-07T00:00:00.000000", + "2024-06-10T00:00:00.000000", + "2024-06-11T00:00:00.000000", + "2024-06-12T00:00:00.000000", + "2024-06-13T00:00:00.000000", + "2024-06-14T00:00:00.000000", + "2024-06-17T00:00:00.000000", + "2024-06-18T00:00:00.000000", + "2024-06-19T00:00:00.000000", + "2024-06-20T00:00:00.000000", + "2024-06-21T00:00:00.000000", + "2024-06-24T00:00:00.000000", + "2024-06-25T00:00:00.000000", + "2024-06-26T00:00:00.000000", + "2024-06-27T00:00:00.000000", + "2024-06-28T00:00:00.000000", + "2024-07-01T00:00:00.000000", + "2024-07-02T00:00:00.000000", + "2024-07-03T00:00:00.000000", + "2024-07-04T00:00:00.000000", + "2024-07-05T00:00:00.000000", + "2024-07-08T00:00:00.000000", + "2024-07-09T00:00:00.000000", + "2024-07-10T00:00:00.000000", + "2024-07-11T00:00:00.000000", + "2024-07-12T00:00:00.000000", + "2024-07-15T00:00:00.000000", + "2024-07-16T00:00:00.000000", + "2024-07-17T00:00:00.000000", + "2024-07-18T00:00:00.000000", + "2024-07-19T00:00:00.000000", + "2024-07-22T00:00:00.000000", + "2024-07-23T00:00:00.000000", + "2024-07-24T00:00:00.000000", + "2024-07-25T00:00:00.000000", + "2024-07-26T00:00:00.000000", + "2024-07-29T00:00:00.000000", + "2024-07-30T00:00:00.000000", + "2024-07-31T00:00:00.000000", + "2024-08-01T00:00:00.000000", + "2024-08-02T00:00:00.000000", + "2024-08-05T00:00:00.000000", + "2024-08-06T00:00:00.000000", + "2024-08-07T00:00:00.000000", + "2024-08-08T00:00:00.000000", + "2024-08-09T00:00:00.000000", + "2024-08-12T00:00:00.000000", + "2024-08-13T00:00:00.000000", + "2024-08-14T00:00:00.000000", + "2024-08-15T00:00:00.000000", + "2024-08-16T00:00:00.000000", + "2024-08-19T00:00:00.000000", + "2024-08-20T00:00:00.000000", + "2024-08-21T00:00:00.000000", + "2024-08-22T00:00:00.000000", + "2024-08-23T00:00:00.000000", + "2024-08-26T00:00:00.000000", + "2024-08-27T00:00:00.000000", + "2024-08-28T00:00:00.000000", + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000", + "2026-07-16T00:00:00.000000", + "2026-07-17T00:00:00.000000", + "2026-07-20T00:00:00.000000", + "2026-07-21T00:00:00.000000", + "2026-07-22T00:00:00.000000", + "2026-07-23T00:00:00.000000", + "2026-07-24T00:00:00.000000", + "2026-07-27T00:00:00.000000", + "2026-07-28T00:00:00.000000", + "2026-07-29T00:00:00.000000", + "2026-07-30T00:00:00.000000", + "2026-07-31T00:00:00.000000", + "2026-08-03T00:00:00.000000", + "2026-08-04T00:00:00.000000" + ], + "xaxis": "x8", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y8" + }, + { + "line": { + "color": "#3987e5", + "width": 1.2 + }, + "mode": "lines", + "name": "vix_level_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-05T00:00:00.000000000", + "2016-01-06T00:00:00.000000000", + "2016-01-07T00:00:00.000000000", + "2016-01-08T00:00:00.000000000", + "2016-01-11T00:00:00.000000000", + "2016-01-12T00:00:00.000000000", + "2016-01-13T00:00:00.000000000", + "2016-01-14T00:00:00.000000000", + "2016-01-15T00:00:00.000000000", + "2016-01-19T00:00:00.000000000", + "2016-01-20T00:00:00.000000000", + "2016-01-21T00:00:00.000000000", + "2016-01-22T00:00:00.000000000", + "2016-01-25T00:00:00.000000000", + "2016-01-26T00:00:00.000000000", + "2016-01-27T00:00:00.000000000", + "2016-01-28T00:00:00.000000000", + "2016-01-29T00:00:00.000000000", + "2016-02-01T00:00:00.000000000", + "2016-02-02T00:00:00.000000000", + "2016-02-03T00:00:00.000000000", + "2016-02-04T00:00:00.000000000", + "2016-02-05T00:00:00.000000000", + "2016-02-08T00:00:00.000000000", + "2016-02-09T00:00:00.000000000", + "2016-02-10T00:00:00.000000000", + "2016-02-11T00:00:00.000000000", + "2016-02-12T00:00:00.000000000", + "2016-02-16T00:00:00.000000000", + "2016-02-17T00:00:00.000000000", + "2016-02-18T00:00:00.000000000", + "2016-02-19T00:00:00.000000000", + "2016-02-22T00:00:00.000000000", + "2016-02-23T00:00:00.000000000", + "2016-02-24T00:00:00.000000000", + "2016-02-25T00:00:00.000000000", + "2016-02-26T00:00:00.000000000", + "2016-02-29T00:00:00.000000000", + "2016-03-01T00:00:00.000000000", + "2016-03-02T00:00:00.000000000", + "2016-03-03T00:00:00.000000000", + "2016-03-04T00:00:00.000000000", + "2016-03-07T00:00:00.000000000", + "2016-03-08T00:00:00.000000000", + "2016-03-09T00:00:00.000000000", + "2016-03-10T00:00:00.000000000", + "2016-03-11T00:00:00.000000000", + "2016-03-14T00:00:00.000000000", + "2016-03-15T00:00:00.000000000", + "2016-03-16T00:00:00.000000000", + "2016-03-17T00:00:00.000000000", + "2016-03-18T00:00:00.000000000", + "2016-03-21T00:00:00.000000000", + "2016-03-22T00:00:00.000000000", + "2016-03-23T00:00:00.000000000", + "2016-03-24T00:00:00.000000000", + "2016-03-28T00:00:00.000000000", + "2016-03-29T00:00:00.000000000", + "2016-03-30T00:00:00.000000000", + "2016-03-31T00:00:00.000000000", + "2016-04-01T00:00:00.000000000", + "2016-04-04T00:00:00.000000000", + "2016-04-05T00:00:00.000000000", + "2016-04-06T00:00:00.000000000", + "2016-04-07T00:00:00.000000000", + "2016-04-08T00:00:00.000000000", + "2016-04-11T00:00:00.000000000", + "2016-04-12T00:00:00.000000000", + "2016-04-13T00:00:00.000000000", + "2016-04-14T00:00:00.000000000", + "2016-04-15T00:00:00.000000000", + "2016-04-18T00:00:00.000000000", + "2016-04-19T00:00:00.000000000", + "2016-04-20T00:00:00.000000000", + "2016-04-21T00:00:00.000000000", + "2016-04-22T00:00:00.000000000", + "2016-04-25T00:00:00.000000000", + "2016-04-26T00:00:00.000000000", + "2016-04-27T00:00:00.000000000", + "2016-04-28T00:00:00.000000000", + "2016-04-29T00:00:00.000000000", + "2016-05-02T00:00:00.000000000", + "2016-05-03T00:00:00.000000000", + "2016-05-04T00:00:00.000000000", + "2016-05-05T00:00:00.000000000", + "2016-05-06T00:00:00.000000000", + "2016-05-09T00:00:00.000000000", + "2016-05-10T00:00:00.000000000", + "2016-05-11T00:00:00.000000000", + "2016-05-12T00:00:00.000000000", + "2016-05-13T00:00:00.000000000", + "2016-05-16T00:00:00.000000000", + "2016-05-17T00:00:00.000000000", + "2016-05-18T00:00:00.000000000", + "2016-05-19T00:00:00.000000000", + "2016-05-20T00:00:00.000000000", + "2016-05-23T00:00:00.000000000", + "2016-05-24T00:00:00.000000000", + "2016-05-25T00:00:00.000000000", + "2016-05-26T00:00:00.000000000", + "2016-05-27T00:00:00.000000000", + "2016-05-31T00:00:00.000000000", + "2016-06-01T00:00:00.000000000", + "2016-06-02T00:00:00.000000000", + "2016-06-03T00:00:00.000000000", + "2016-06-06T00:00:00.000000000", + "2016-06-07T00:00:00.000000000", + "2016-06-08T00:00:00.000000000", + "2016-06-09T00:00:00.000000000", + "2016-06-10T00:00:00.000000000", + "2016-06-13T00:00:00.000000000", + "2016-06-14T00:00:00.000000000", + "2016-06-15T00:00:00.000000000", + "2016-06-16T00:00:00.000000000", + "2016-06-17T00:00:00.000000000", + "2016-06-20T00:00:00.000000000", + "2016-06-21T00:00:00.000000000", + "2016-06-22T00:00:00.000000000", + "2016-06-23T00:00:00.000000000", + "2016-06-24T00:00:00.000000000", + "2016-06-27T00:00:00.000000000", + "2016-06-28T00:00:00.000000000", + "2016-06-29T00:00:00.000000000", + "2016-06-30T00:00:00.000000000", + "2016-07-01T00:00:00.000000000", + "2016-07-05T00:00:00.000000000", + "2016-07-06T00:00:00.000000000", + "2016-07-07T00:00:00.000000000", + "2016-07-08T00:00:00.000000000", + "2016-07-11T00:00:00.000000000", + "2016-07-12T00:00:00.000000000", + "2016-07-13T00:00:00.000000000", + "2016-07-14T00:00:00.000000000", + "2016-07-15T00:00:00.000000000", + "2016-07-18T00:00:00.000000000", + "2016-07-19T00:00:00.000000000", + "2016-07-20T00:00:00.000000000", + "2016-07-21T00:00:00.000000000", + "2016-07-22T00:00:00.000000000", + "2016-07-25T00:00:00.000000000", + "2016-07-26T00:00:00.000000000", + "2016-07-27T00:00:00.000000000", + "2016-07-28T00:00:00.000000000", + "2016-07-29T00:00:00.000000000", + "2016-08-01T00:00:00.000000000", + "2016-08-02T00:00:00.000000000", + "2016-08-03T00:00:00.000000000", + "2016-08-04T00:00:00.000000000", + "2016-08-05T00:00:00.000000000", + "2016-08-08T00:00:00.000000000", + "2016-08-09T00:00:00.000000000", + "2016-08-10T00:00:00.000000000", + "2016-08-11T00:00:00.000000000", + "2016-08-12T00:00:00.000000000", + "2016-08-15T00:00:00.000000000", + "2016-08-16T00:00:00.000000000", + "2016-08-17T00:00:00.000000000", + "2016-08-18T00:00:00.000000000", + "2016-08-19T00:00:00.000000000", + "2016-08-22T00:00:00.000000000", + "2016-08-23T00:00:00.000000000", + "2016-08-24T00:00:00.000000000", + "2016-08-25T00:00:00.000000000", + "2016-08-26T00:00:00.000000000", + "2016-08-29T00:00:00.000000000", + "2016-08-30T00:00:00.000000000", + "2016-08-31T00:00:00.000000000", + "2016-09-01T00:00:00.000000000", + "2016-09-02T00:00:00.000000000", + "2016-09-06T00:00:00.000000000", + "2016-09-07T00:00:00.000000000", + "2016-09-08T00:00:00.000000000", + "2016-09-09T00:00:00.000000000", + "2016-09-12T00:00:00.000000000", + "2016-09-13T00:00:00.000000000", + "2016-09-14T00:00:00.000000000", + "2016-09-15T00:00:00.000000000", + "2016-09-16T00:00:00.000000000", + "2016-09-19T00:00:00.000000000", + "2016-09-20T00:00:00.000000000", + "2016-09-21T00:00:00.000000000", + "2016-09-22T00:00:00.000000000", + "2016-09-23T00:00:00.000000000", + "2016-09-26T00:00:00.000000000", + "2016-09-27T00:00:00.000000000", + "2016-09-28T00:00:00.000000000", + "2016-09-29T00:00:00.000000000", + "2016-09-30T00:00:00.000000000", + "2016-10-03T00:00:00.000000000", + "2016-10-04T00:00:00.000000000", + "2016-10-05T00:00:00.000000000", + "2016-10-06T00:00:00.000000000", + "2016-10-07T00:00:00.000000000", + "2016-10-10T00:00:00.000000000", + "2016-10-11T00:00:00.000000000", + "2016-10-12T00:00:00.000000000", + "2016-10-13T00:00:00.000000000", + "2016-10-14T00:00:00.000000000", + "2016-10-17T00:00:00.000000000", + "2016-10-18T00:00:00.000000000", + "2016-10-19T00:00:00.000000000", + "2016-10-20T00:00:00.000000000", + "2016-10-21T00:00:00.000000000", + "2016-10-24T00:00:00.000000000", + "2016-10-25T00:00:00.000000000", + "2016-10-26T00:00:00.000000000", + "2016-10-27T00:00:00.000000000", + "2016-10-28T00:00:00.000000000", + "2016-10-31T00:00:00.000000000", + "2016-11-01T00:00:00.000000000", + "2016-11-02T00:00:00.000000000", + "2016-11-03T00:00:00.000000000", + "2016-11-04T00:00:00.000000000", + "2016-11-07T00:00:00.000000000", + "2016-11-08T00:00:00.000000000", + "2016-11-09T00:00:00.000000000", + "2016-11-10T00:00:00.000000000", + "2016-11-11T00:00:00.000000000", + "2016-11-14T00:00:00.000000000", + "2016-11-15T00:00:00.000000000", + "2016-11-16T00:00:00.000000000", + "2016-11-17T00:00:00.000000000", + "2016-11-18T00:00:00.000000000", + "2016-11-21T00:00:00.000000000", + "2016-11-22T00:00:00.000000000", + "2016-11-23T00:00:00.000000000", + "2016-11-25T00:00:00.000000000", + "2016-11-28T00:00:00.000000000", + "2016-11-29T00:00:00.000000000", + "2016-11-30T00:00:00.000000000", + "2016-12-01T00:00:00.000000000", + "2016-12-02T00:00:00.000000000", + "2016-12-05T00:00:00.000000000", + "2016-12-06T00:00:00.000000000", + "2016-12-07T00:00:00.000000000", + "2016-12-08T00:00:00.000000000", + "2016-12-09T00:00:00.000000000", + "2016-12-12T00:00:00.000000000", + "2016-12-13T00:00:00.000000000", + "2016-12-14T00:00:00.000000000", + "2016-12-15T00:00:00.000000000", + "2016-12-16T00:00:00.000000000", + "2016-12-19T00:00:00.000000000", + "2016-12-20T00:00:00.000000000", + "2016-12-21T00:00:00.000000000", + "2016-12-22T00:00:00.000000000", + "2016-12-23T00:00:00.000000000", + "2016-12-27T00:00:00.000000000", + "2016-12-28T00:00:00.000000000", + "2016-12-29T00:00:00.000000000", + "2016-12-30T00:00:00.000000000", + "2017-01-03T00:00:00.000000000", + "2017-01-04T00:00:00.000000000", + "2017-01-05T00:00:00.000000000", + "2017-01-06T00:00:00.000000000", + "2017-01-09T00:00:00.000000000", + "2017-01-10T00:00:00.000000000", + "2017-01-11T00:00:00.000000000", + "2017-01-12T00:00:00.000000000", + "2017-01-13T00:00:00.000000000", + "2017-01-17T00:00:00.000000000", + "2017-01-18T00:00:00.000000000", + "2017-01-19T00:00:00.000000000", + "2017-01-20T00:00:00.000000000", + "2017-01-23T00:00:00.000000000", + "2017-01-24T00:00:00.000000000", + "2017-01-25T00:00:00.000000000", + "2017-01-26T00:00:00.000000000", + "2017-01-27T00:00:00.000000000", + "2017-01-30T00:00:00.000000000", + "2017-01-31T00:00:00.000000000", + "2017-02-01T00:00:00.000000000", + "2017-02-02T00:00:00.000000000", + "2017-02-03T00:00:00.000000000", + "2017-02-06T00:00:00.000000000", + "2017-02-07T00:00:00.000000000", + "2017-02-08T00:00:00.000000000", + "2017-02-09T00:00:00.000000000", + "2017-02-10T00:00:00.000000000", + "2017-02-13T00:00:00.000000000", + "2017-02-14T00:00:00.000000000", + "2017-02-15T00:00:00.000000000", + "2017-02-16T00:00:00.000000000", + "2017-02-17T00:00:00.000000000", + "2017-02-21T00:00:00.000000000", + "2017-02-22T00:00:00.000000000", + "2017-02-23T00:00:00.000000000", + "2017-02-24T00:00:00.000000000", + "2017-02-27T00:00:00.000000000", + "2017-02-28T00:00:00.000000000", + "2017-03-01T00:00:00.000000000", + "2017-03-02T00:00:00.000000000", + "2017-03-03T00:00:00.000000000", + "2017-03-06T00:00:00.000000000", + "2017-03-07T00:00:00.000000000", + "2017-03-08T00:00:00.000000000", + "2017-03-09T00:00:00.000000000", + "2017-03-10T00:00:00.000000000", + "2017-03-13T00:00:00.000000000", + "2017-03-14T00:00:00.000000000", + "2017-03-15T00:00:00.000000000", + "2017-03-16T00:00:00.000000000", + "2017-03-17T00:00:00.000000000", + "2017-03-20T00:00:00.000000000", + "2017-03-21T00:00:00.000000000", + "2017-03-22T00:00:00.000000000", + "2017-03-23T00:00:00.000000000", + "2017-03-24T00:00:00.000000000", + "2017-03-27T00:00:00.000000000", + "2017-03-28T00:00:00.000000000", + "2017-03-29T00:00:00.000000000", + "2017-03-30T00:00:00.000000000", + "2017-03-31T00:00:00.000000000", + "2017-04-03T00:00:00.000000000", + "2017-04-04T00:00:00.000000000", + "2017-04-05T00:00:00.000000000", + "2017-04-06T00:00:00.000000000", + "2017-04-07T00:00:00.000000000", + "2017-04-10T00:00:00.000000000", + "2017-04-11T00:00:00.000000000", + "2017-04-12T00:00:00.000000000", + "2017-04-13T00:00:00.000000000", + "2017-04-17T00:00:00.000000000", + "2017-04-18T00:00:00.000000000", + "2017-04-19T00:00:00.000000000", + "2017-04-20T00:00:00.000000000", + "2017-04-21T00:00:00.000000000", + "2017-04-24T00:00:00.000000000", + "2017-04-25T00:00:00.000000000", + "2017-04-26T00:00:00.000000000", + "2017-04-27T00:00:00.000000000", + "2017-04-28T00:00:00.000000000", + "2017-05-01T00:00:00.000000000", + "2017-05-02T00:00:00.000000000", + "2017-05-03T00:00:00.000000000", + "2017-05-04T00:00:00.000000000", + "2017-05-05T00:00:00.000000000", + "2017-05-08T00:00:00.000000000", + "2017-05-09T00:00:00.000000000", + "2017-05-10T00:00:00.000000000", + "2017-05-11T00:00:00.000000000", + "2017-05-12T00:00:00.000000000", + "2017-05-15T00:00:00.000000000", + "2017-05-16T00:00:00.000000000", + "2017-05-17T00:00:00.000000000", + "2017-05-18T00:00:00.000000000", + "2017-05-19T00:00:00.000000000", + "2017-05-22T00:00:00.000000000", + "2017-05-23T00:00:00.000000000", + "2017-05-24T00:00:00.000000000", + "2017-05-25T00:00:00.000000000", + "2017-05-26T00:00:00.000000000", + "2017-05-30T00:00:00.000000000", + "2017-05-31T00:00:00.000000000", + "2017-06-01T00:00:00.000000000", + "2017-06-02T00:00:00.000000000", + "2017-06-05T00:00:00.000000000", + "2017-06-06T00:00:00.000000000", + "2017-06-07T00:00:00.000000000", + "2017-06-08T00:00:00.000000000", + "2017-06-09T00:00:00.000000000", + "2017-06-12T00:00:00.000000000", + "2017-06-13T00:00:00.000000000", + "2017-06-14T00:00:00.000000000", + "2017-06-15T00:00:00.000000000", + "2017-06-16T00:00:00.000000000", + "2017-06-19T00:00:00.000000000", + "2017-06-20T00:00:00.000000000", + "2017-06-21T00:00:00.000000000", + "2017-06-22T00:00:00.000000000", + "2017-06-23T00:00:00.000000000", + "2017-06-26T00:00:00.000000000", + "2017-06-27T00:00:00.000000000", + "2017-06-28T00:00:00.000000000", + "2017-06-29T00:00:00.000000000", + "2017-06-30T00:00:00.000000000", + "2017-07-03T00:00:00.000000000", + "2017-07-05T00:00:00.000000000", + "2017-07-06T00:00:00.000000000", + "2017-07-07T00:00:00.000000000", + "2017-07-10T00:00:00.000000000", + "2017-07-11T00:00:00.000000000", + "2017-07-12T00:00:00.000000000", + "2017-07-13T00:00:00.000000000", + "2017-07-14T00:00:00.000000000", + "2017-07-17T00:00:00.000000000", + "2017-07-18T00:00:00.000000000", + "2017-07-19T00:00:00.000000000", + "2017-07-20T00:00:00.000000000", + "2017-07-21T00:00:00.000000000", + "2017-07-24T00:00:00.000000000", + "2017-07-25T00:00:00.000000000", + "2017-07-26T00:00:00.000000000", + "2017-07-27T00:00:00.000000000", + "2017-07-28T00:00:00.000000000", + "2017-07-31T00:00:00.000000000", + "2017-08-01T00:00:00.000000000", + "2017-08-02T00:00:00.000000000", + "2017-08-03T00:00:00.000000000", + "2017-08-04T00:00:00.000000000", + "2017-08-07T00:00:00.000000000", + "2017-08-08T00:00:00.000000000", + "2017-08-09T00:00:00.000000000", + "2017-08-10T00:00:00.000000000", + "2017-08-11T00:00:00.000000000", + "2017-08-14T00:00:00.000000000", + "2017-08-15T00:00:00.000000000", + "2017-08-16T00:00:00.000000000", + "2017-08-17T00:00:00.000000000", + "2017-08-18T00:00:00.000000000", + "2017-08-21T00:00:00.000000000", + "2017-08-22T00:00:00.000000000", + "2017-08-23T00:00:00.000000000", + "2017-08-24T00:00:00.000000000", + "2017-08-25T00:00:00.000000000", + "2017-08-28T00:00:00.000000000", + "2017-08-29T00:00:00.000000000", + "2017-08-30T00:00:00.000000000", + "2017-08-31T00:00:00.000000000", + "2017-09-01T00:00:00.000000000", + "2017-09-05T00:00:00.000000000", + "2017-09-06T00:00:00.000000000", + "2017-09-07T00:00:00.000000000", + "2017-09-08T00:00:00.000000000", + "2017-09-11T00:00:00.000000000", + "2017-09-12T00:00:00.000000000", + "2017-09-13T00:00:00.000000000", + "2017-09-14T00:00:00.000000000", + "2017-09-15T00:00:00.000000000", + "2017-09-18T00:00:00.000000000", + "2017-09-19T00:00:00.000000000", + "2017-09-20T00:00:00.000000000", + "2017-09-21T00:00:00.000000000", + "2017-09-22T00:00:00.000000000", + "2017-09-25T00:00:00.000000000", + "2017-09-26T00:00:00.000000000", + "2017-09-27T00:00:00.000000000", + "2017-09-28T00:00:00.000000000", + "2017-09-29T00:00:00.000000000", + "2017-10-02T00:00:00.000000000", + "2017-10-03T00:00:00.000000000", + "2017-10-04T00:00:00.000000000", + "2017-10-05T00:00:00.000000000", + "2017-10-06T00:00:00.000000000", + "2017-10-09T00:00:00.000000000", + "2017-10-10T00:00:00.000000000", + "2017-10-11T00:00:00.000000000", + "2017-10-12T00:00:00.000000000", + "2017-10-13T00:00:00.000000000", + "2017-10-16T00:00:00.000000000", + "2017-10-17T00:00:00.000000000", + "2017-10-18T00:00:00.000000000", + "2017-10-19T00:00:00.000000000", + "2017-10-20T00:00:00.000000000", + "2017-10-23T00:00:00.000000000", + "2017-10-24T00:00:00.000000000", + "2017-10-25T00:00:00.000000000", + "2017-10-26T00:00:00.000000000", + "2017-10-27T00:00:00.000000000", + "2017-10-30T00:00:00.000000000", + "2017-10-31T00:00:00.000000000", + "2017-11-01T00:00:00.000000000", + "2017-11-02T00:00:00.000000000", + "2017-11-03T00:00:00.000000000", + "2017-11-06T00:00:00.000000000", + "2017-11-07T00:00:00.000000000", + "2017-11-08T00:00:00.000000000", + "2017-11-09T00:00:00.000000000", + "2017-11-10T00:00:00.000000000", + "2017-11-13T00:00:00.000000000", + "2017-11-14T00:00:00.000000000", + "2017-11-15T00:00:00.000000000", + "2017-11-16T00:00:00.000000000", + "2017-11-17T00:00:00.000000000", + "2017-11-20T00:00:00.000000000", + "2017-11-21T00:00:00.000000000", + "2017-11-22T00:00:00.000000000", + "2017-11-24T00:00:00.000000000", + "2017-11-27T00:00:00.000000000", + "2017-11-28T00:00:00.000000000", + "2017-11-29T00:00:00.000000000", + "2017-11-30T00:00:00.000000000", + "2017-12-01T00:00:00.000000000", + "2017-12-04T00:00:00.000000000", + "2017-12-05T00:00:00.000000000", + "2017-12-06T00:00:00.000000000", + "2017-12-07T00:00:00.000000000", + "2017-12-08T00:00:00.000000000", + "2017-12-11T00:00:00.000000000", + "2017-12-12T00:00:00.000000000", + "2017-12-13T00:00:00.000000000", + "2017-12-14T00:00:00.000000000", + "2017-12-15T00:00:00.000000000", + "2017-12-18T00:00:00.000000000", + "2017-12-19T00:00:00.000000000", + "2017-12-20T00:00:00.000000000", + "2017-12-21T00:00:00.000000000", + "2017-12-22T00:00:00.000000000", + "2017-12-26T00:00:00.000000000", + "2017-12-27T00:00:00.000000000", + "2017-12-28T00:00:00.000000000", + "2017-12-29T00:00:00.000000000", + "2018-01-02T00:00:00.000000000", + "2018-01-03T00:00:00.000000000", + "2018-01-04T00:00:00.000000000", + "2018-01-05T00:00:00.000000000", + "2018-01-08T00:00:00.000000000", + "2018-01-09T00:00:00.000000000", + "2018-01-10T00:00:00.000000000", + "2018-01-11T00:00:00.000000000", + "2018-01-12T00:00:00.000000000", + "2018-01-16T00:00:00.000000000", + "2018-01-17T00:00:00.000000000", + "2018-01-18T00:00:00.000000000", + "2018-01-19T00:00:00.000000000", + "2018-01-22T00:00:00.000000000", + "2018-01-23T00:00:00.000000000", + "2018-01-24T00:00:00.000000000", + "2018-01-25T00:00:00.000000000", + "2018-01-26T00:00:00.000000000", + "2018-01-29T00:00:00.000000000", + "2018-01-30T00:00:00.000000000", + "2018-01-31T00:00:00.000000000", + "2018-02-01T00:00:00.000000000", + "2018-02-02T00:00:00.000000000", + "2018-02-05T00:00:00.000000000", + "2018-02-06T00:00:00.000000000", + "2018-02-07T00:00:00.000000000", + "2018-02-08T00:00:00.000000000", + "2018-02-09T00:00:00.000000000", + "2018-02-12T00:00:00.000000000", + "2018-02-13T00:00:00.000000000", + "2018-02-14T00:00:00.000000000", + "2018-02-15T00:00:00.000000000", + "2018-02-16T00:00:00.000000000", + "2018-02-20T00:00:00.000000000", + "2018-02-21T00:00:00.000000000", + "2018-02-22T00:00:00.000000000", + "2018-02-23T00:00:00.000000000", + "2018-02-26T00:00:00.000000000", + "2018-02-27T00:00:00.000000000", + "2018-02-28T00:00:00.000000000", + "2018-03-01T00:00:00.000000000", + "2018-03-02T00:00:00.000000000", + "2018-03-05T00:00:00.000000000", + "2018-03-06T00:00:00.000000000", + "2018-03-07T00:00:00.000000000", + "2018-03-08T00:00:00.000000000", + "2018-03-09T00:00:00.000000000", + "2018-03-12T00:00:00.000000000", + "2018-03-13T00:00:00.000000000", + "2018-03-14T00:00:00.000000000", + "2018-03-15T00:00:00.000000000", + "2018-03-16T00:00:00.000000000", + "2018-03-19T00:00:00.000000000", + "2018-03-20T00:00:00.000000000", + "2018-03-21T00:00:00.000000000", + "2018-03-22T00:00:00.000000000", + "2018-03-23T00:00:00.000000000", + "2018-03-26T00:00:00.000000000", + "2018-03-27T00:00:00.000000000", + "2018-03-28T00:00:00.000000000", + "2018-03-29T00:00:00.000000000", + "2018-04-02T00:00:00.000000000", + "2018-04-03T00:00:00.000000000", + "2018-04-04T00:00:00.000000000", + "2018-04-05T00:00:00.000000000", + "2018-04-06T00:00:00.000000000", + "2018-04-09T00:00:00.000000000", + "2018-04-10T00:00:00.000000000", + "2018-04-11T00:00:00.000000000", + "2018-04-12T00:00:00.000000000", + "2018-04-13T00:00:00.000000000", + "2018-04-16T00:00:00.000000000", + "2018-04-17T00:00:00.000000000", + "2018-04-18T00:00:00.000000000", + "2018-04-19T00:00:00.000000000", + "2018-04-20T00:00:00.000000000", + "2018-04-23T00:00:00.000000000", + "2018-04-24T00:00:00.000000000", + "2018-04-25T00:00:00.000000000", + "2018-04-26T00:00:00.000000000", + "2018-04-27T00:00:00.000000000", + "2018-04-30T00:00:00.000000000", + "2018-05-01T00:00:00.000000000", + "2018-05-02T00:00:00.000000000", + "2018-05-03T00:00:00.000000000", + "2018-05-04T00:00:00.000000000", + "2018-05-07T00:00:00.000000000", + "2018-05-08T00:00:00.000000000", + "2018-05-09T00:00:00.000000000", + "2018-05-10T00:00:00.000000000", + "2018-05-11T00:00:00.000000000", + "2018-05-14T00:00:00.000000000", + "2018-05-15T00:00:00.000000000", + "2018-05-16T00:00:00.000000000", + "2018-05-17T00:00:00.000000000", + "2018-05-18T00:00:00.000000000", + "2018-05-21T00:00:00.000000000", + "2018-05-22T00:00:00.000000000", + "2018-05-23T00:00:00.000000000", + "2018-05-24T00:00:00.000000000", + "2018-05-25T00:00:00.000000000", + "2018-05-29T00:00:00.000000000", + "2018-05-30T00:00:00.000000000", + "2018-05-31T00:00:00.000000000", + "2018-06-01T00:00:00.000000000", + "2018-06-04T00:00:00.000000000", + "2018-06-05T00:00:00.000000000", + "2018-06-06T00:00:00.000000000", + "2018-06-07T00:00:00.000000000", + "2018-06-08T00:00:00.000000000", + "2018-06-11T00:00:00.000000000", + "2018-06-12T00:00:00.000000000", + "2018-06-13T00:00:00.000000000", + "2018-06-14T00:00:00.000000000", + "2018-06-15T00:00:00.000000000", + "2018-06-18T00:00:00.000000000", + "2018-06-19T00:00:00.000000000", + "2018-06-20T00:00:00.000000000", + "2018-06-21T00:00:00.000000000", + "2018-06-22T00:00:00.000000000", + "2018-06-25T00:00:00.000000000", + "2018-06-26T00:00:00.000000000", + "2018-06-27T00:00:00.000000000", + "2018-06-28T00:00:00.000000000", + "2018-06-29T00:00:00.000000000", + "2018-07-02T00:00:00.000000000", + "2018-07-03T00:00:00.000000000", + "2018-07-05T00:00:00.000000000", + "2018-07-06T00:00:00.000000000", + "2018-07-09T00:00:00.000000000", + "2018-07-10T00:00:00.000000000", + "2018-07-11T00:00:00.000000000", + "2018-07-12T00:00:00.000000000", + "2018-07-13T00:00:00.000000000", + "2018-07-16T00:00:00.000000000", + "2018-07-17T00:00:00.000000000", + "2018-07-18T00:00:00.000000000", + "2018-07-19T00:00:00.000000000", + "2018-07-20T00:00:00.000000000", + "2018-07-23T00:00:00.000000000", + "2018-07-24T00:00:00.000000000", + "2018-07-25T00:00:00.000000000", + "2018-07-26T00:00:00.000000000", + "2018-07-27T00:00:00.000000000", + "2018-07-30T00:00:00.000000000", + "2018-07-31T00:00:00.000000000", + "2018-08-01T00:00:00.000000000", + "2018-08-02T00:00:00.000000000", + "2018-08-03T00:00:00.000000000", + "2018-08-06T00:00:00.000000000", + "2018-08-07T00:00:00.000000000", + "2018-08-08T00:00:00.000000000", + "2018-08-09T00:00:00.000000000", + "2018-08-10T00:00:00.000000000", + "2018-08-13T00:00:00.000000000", + "2018-08-14T00:00:00.000000000", + "2018-08-15T00:00:00.000000000", + "2018-08-16T00:00:00.000000000", + "2018-08-17T00:00:00.000000000", + "2018-08-20T00:00:00.000000000", + "2018-08-21T00:00:00.000000000", + "2018-08-22T00:00:00.000000000", + "2018-08-23T00:00:00.000000000", + "2018-08-24T00:00:00.000000000", + "2018-08-27T00:00:00.000000000", + "2018-08-28T00:00:00.000000000", + "2018-08-29T00:00:00.000000000", + "2018-08-30T00:00:00.000000000", + "2018-08-31T00:00:00.000000000", + "2018-09-04T00:00:00.000000000", + "2018-09-05T00:00:00.000000000", + "2018-09-06T00:00:00.000000000", + "2018-09-07T00:00:00.000000000", + "2018-09-10T00:00:00.000000000", + "2018-09-11T00:00:00.000000000", + "2018-09-12T00:00:00.000000000", + "2018-09-13T00:00:00.000000000", + "2018-09-14T00:00:00.000000000", + "2018-09-17T00:00:00.000000000", + "2018-09-18T00:00:00.000000000", + "2018-09-19T00:00:00.000000000", + "2018-09-20T00:00:00.000000000", + "2018-09-21T00:00:00.000000000", + "2018-09-24T00:00:00.000000000", + "2018-09-25T00:00:00.000000000", + "2018-09-26T00:00:00.000000000", + "2018-09-27T00:00:00.000000000", + "2018-09-28T00:00:00.000000000", + "2018-10-01T00:00:00.000000000", + "2018-10-02T00:00:00.000000000", + "2018-10-03T00:00:00.000000000", + "2018-10-04T00:00:00.000000000", + "2018-10-05T00:00:00.000000000", + "2018-10-08T00:00:00.000000000", + "2018-10-09T00:00:00.000000000", + "2018-10-10T00:00:00.000000000", + "2018-10-11T00:00:00.000000000", + "2018-10-12T00:00:00.000000000", + "2018-10-15T00:00:00.000000000", + "2018-10-16T00:00:00.000000000", + "2018-10-17T00:00:00.000000000", + "2018-10-18T00:00:00.000000000", + "2018-10-19T00:00:00.000000000", + "2018-10-22T00:00:00.000000000", + "2018-10-23T00:00:00.000000000", + "2018-10-24T00:00:00.000000000", + "2018-10-25T00:00:00.000000000", + "2018-10-26T00:00:00.000000000", + "2018-10-29T00:00:00.000000000", + "2018-10-30T00:00:00.000000000", + "2018-10-31T00:00:00.000000000", + "2018-11-01T00:00:00.000000000", + "2018-11-02T00:00:00.000000000", + "2018-11-05T00:00:00.000000000", + "2018-11-06T00:00:00.000000000", + "2018-11-07T00:00:00.000000000", + "2018-11-08T00:00:00.000000000", + "2018-11-09T00:00:00.000000000", + "2018-11-12T00:00:00.000000000", + "2018-11-13T00:00:00.000000000", + "2018-11-14T00:00:00.000000000", + "2018-11-15T00:00:00.000000000", + "2018-11-16T00:00:00.000000000", + "2018-11-19T00:00:00.000000000", + "2018-11-20T00:00:00.000000000", + "2018-11-21T00:00:00.000000000", + "2018-11-23T00:00:00.000000000", + "2018-11-26T00:00:00.000000000", + "2018-11-27T00:00:00.000000000", + "2018-11-28T00:00:00.000000000", + "2018-11-29T00:00:00.000000000", + "2018-11-30T00:00:00.000000000", + "2018-12-03T00:00:00.000000000", + "2018-12-04T00:00:00.000000000", + "2018-12-06T00:00:00.000000000", + "2018-12-07T00:00:00.000000000", + "2018-12-10T00:00:00.000000000", + "2018-12-11T00:00:00.000000000", + "2018-12-12T00:00:00.000000000", + "2018-12-13T00:00:00.000000000", + "2018-12-14T00:00:00.000000000", + "2018-12-17T00:00:00.000000000", + "2018-12-18T00:00:00.000000000", + "2018-12-19T00:00:00.000000000", + "2018-12-20T00:00:00.000000000", + "2018-12-21T00:00:00.000000000", + "2018-12-24T00:00:00.000000000", + "2018-12-26T00:00:00.000000000", + "2018-12-27T00:00:00.000000000", + "2018-12-28T00:00:00.000000000", + "2018-12-31T00:00:00.000000000", + "2019-01-02T00:00:00.000000000", + "2019-01-03T00:00:00.000000000", + "2019-01-04T00:00:00.000000000", + "2019-01-07T00:00:00.000000000", + "2019-01-08T00:00:00.000000000", + "2019-01-09T00:00:00.000000000", + "2019-01-10T00:00:00.000000000", + "2019-01-11T00:00:00.000000000", + "2019-01-14T00:00:00.000000000", + "2019-01-15T00:00:00.000000000", + "2019-01-16T00:00:00.000000000", + "2019-01-17T00:00:00.000000000", + "2019-01-18T00:00:00.000000000", + "2019-01-22T00:00:00.000000000", + "2019-01-23T00:00:00.000000000", + "2019-01-24T00:00:00.000000000", + "2019-01-25T00:00:00.000000000", + "2019-01-28T00:00:00.000000000", + "2019-01-29T00:00:00.000000000", + "2019-01-30T00:00:00.000000000", + "2019-01-31T00:00:00.000000000", + "2019-02-01T00:00:00.000000000", + "2019-02-04T00:00:00.000000000", + "2019-02-05T00:00:00.000000000", + "2019-02-06T00:00:00.000000000", + "2019-02-07T00:00:00.000000000", + "2019-02-08T00:00:00.000000000", + "2019-02-11T00:00:00.000000000", + "2019-02-12T00:00:00.000000000", + "2019-02-13T00:00:00.000000000", + "2019-02-14T00:00:00.000000000", + "2019-02-15T00:00:00.000000000", + "2019-02-19T00:00:00.000000000", + "2019-02-20T00:00:00.000000000", + "2019-02-21T00:00:00.000000000", + "2019-02-22T00:00:00.000000000", + "2019-02-25T00:00:00.000000000", + "2019-02-26T00:00:00.000000000", + "2019-02-27T00:00:00.000000000", + "2019-02-28T00:00:00.000000000", + "2019-03-01T00:00:00.000000000", + "2019-03-04T00:00:00.000000000", + "2019-03-05T00:00:00.000000000", + "2019-03-06T00:00:00.000000000", + "2019-03-07T00:00:00.000000000", + "2019-03-08T00:00:00.000000000", + "2019-03-11T00:00:00.000000000", + "2019-03-12T00:00:00.000000000", + "2019-03-13T00:00:00.000000000", + "2019-03-14T00:00:00.000000000", + "2019-03-15T00:00:00.000000000", + "2019-03-18T00:00:00.000000000", + "2019-03-19T00:00:00.000000000", + "2019-03-20T00:00:00.000000000", + "2019-03-21T00:00:00.000000000", + "2019-03-22T00:00:00.000000000", + "2019-03-25T00:00:00.000000000", + "2019-03-26T00:00:00.000000000", + "2019-03-27T00:00:00.000000000", + "2019-03-28T00:00:00.000000000", + "2019-03-29T00:00:00.000000000", + "2019-04-01T00:00:00.000000000", + "2019-04-02T00:00:00.000000000", + "2019-04-03T00:00:00.000000000", + "2019-04-04T00:00:00.000000000", + "2019-04-05T00:00:00.000000000", + "2019-04-08T00:00:00.000000000", + "2019-04-09T00:00:00.000000000", + "2019-04-10T00:00:00.000000000", + "2019-04-11T00:00:00.000000000", + "2019-04-12T00:00:00.000000000", + "2019-04-15T00:00:00.000000000", + "2019-04-16T00:00:00.000000000", + "2019-04-17T00:00:00.000000000", + "2019-04-18T00:00:00.000000000", + "2019-04-22T00:00:00.000000000", + "2019-04-23T00:00:00.000000000", + "2019-04-24T00:00:00.000000000", + "2019-04-25T00:00:00.000000000", + "2019-04-26T00:00:00.000000000", + "2019-04-29T00:00:00.000000000", + "2019-04-30T00:00:00.000000000", + "2019-05-01T00:00:00.000000000", + "2019-05-02T00:00:00.000000000", + "2019-05-03T00:00:00.000000000", + "2019-05-06T00:00:00.000000000", + "2019-05-07T00:00:00.000000000", + "2019-05-08T00:00:00.000000000", + "2019-05-09T00:00:00.000000000", + "2019-05-10T00:00:00.000000000", + "2019-05-13T00:00:00.000000000", + "2019-05-14T00:00:00.000000000", + "2019-05-15T00:00:00.000000000", + "2019-05-16T00:00:00.000000000", + "2019-05-17T00:00:00.000000000", + "2019-05-20T00:00:00.000000000", + "2019-05-21T00:00:00.000000000", + "2019-05-22T00:00:00.000000000", + "2019-05-23T00:00:00.000000000", + "2019-05-24T00:00:00.000000000", + "2019-05-28T00:00:00.000000000", + "2019-05-29T00:00:00.000000000", + "2019-05-30T00:00:00.000000000", + "2019-05-31T00:00:00.000000000", + "2019-06-03T00:00:00.000000000", + "2019-06-04T00:00:00.000000000", + "2019-06-05T00:00:00.000000000", + "2019-06-06T00:00:00.000000000", + "2019-06-07T00:00:00.000000000", + "2019-06-10T00:00:00.000000000", + "2019-06-11T00:00:00.000000000", + "2019-06-12T00:00:00.000000000", + "2019-06-13T00:00:00.000000000", + "2019-06-14T00:00:00.000000000", + "2019-06-17T00:00:00.000000000", + "2019-06-18T00:00:00.000000000", + "2019-06-19T00:00:00.000000000", + "2019-06-20T00:00:00.000000000", + "2019-06-21T00:00:00.000000000", + "2019-06-24T00:00:00.000000000", + "2019-06-25T00:00:00.000000000", + "2019-06-26T00:00:00.000000000", + "2019-06-27T00:00:00.000000000", + "2019-06-28T00:00:00.000000000", + "2019-07-01T00:00:00.000000000", + "2019-07-02T00:00:00.000000000", + "2019-07-03T00:00:00.000000000", + "2019-07-05T00:00:00.000000000", + "2019-07-08T00:00:00.000000000", + "2019-07-09T00:00:00.000000000", + "2019-07-10T00:00:00.000000000", + "2019-07-11T00:00:00.000000000", + "2019-07-12T00:00:00.000000000", + "2019-07-15T00:00:00.000000000", + "2019-07-16T00:00:00.000000000", + "2019-07-17T00:00:00.000000000", + "2019-07-18T00:00:00.000000000", + "2019-07-19T00:00:00.000000000", + "2019-07-22T00:00:00.000000000", + "2019-07-23T00:00:00.000000000", + "2019-07-24T00:00:00.000000000", + "2019-07-25T00:00:00.000000000", + "2019-07-26T00:00:00.000000000", + "2019-07-29T00:00:00.000000000", + "2019-07-30T00:00:00.000000000", + "2019-07-31T00:00:00.000000000", + "2019-08-01T00:00:00.000000000", + "2019-08-02T00:00:00.000000000", + "2019-08-05T00:00:00.000000000", + "2019-08-06T00:00:00.000000000", + "2019-08-07T00:00:00.000000000", + "2019-08-08T00:00:00.000000000", + "2019-08-09T00:00:00.000000000", + "2019-08-12T00:00:00.000000000", + "2019-08-13T00:00:00.000000000", + "2019-08-14T00:00:00.000000000", + "2019-08-15T00:00:00.000000000", + "2019-08-16T00:00:00.000000000", + "2019-08-19T00:00:00.000000000", + "2019-08-20T00:00:00.000000000", + "2019-08-21T00:00:00.000000000", + "2019-08-22T00:00:00.000000000", + "2019-08-23T00:00:00.000000000", + "2019-08-26T00:00:00.000000000", + "2019-08-27T00:00:00.000000000", + "2019-08-28T00:00:00.000000000", + "2019-08-29T00:00:00.000000000", + "2019-08-30T00:00:00.000000000", + "2019-09-03T00:00:00.000000000", + "2019-09-04T00:00:00.000000000", + "2019-09-05T00:00:00.000000000", + "2019-09-06T00:00:00.000000000", + "2019-09-09T00:00:00.000000000", + "2019-09-10T00:00:00.000000000", + "2019-09-11T00:00:00.000000000", + "2019-09-12T00:00:00.000000000", + "2019-09-13T00:00:00.000000000", + "2019-09-16T00:00:00.000000000", + "2019-09-17T00:00:00.000000000", + "2019-09-18T00:00:00.000000000", + "2019-09-19T00:00:00.000000000", + "2019-09-20T00:00:00.000000000", + "2019-09-23T00:00:00.000000000", + "2019-09-24T00:00:00.000000000", + "2019-09-25T00:00:00.000000000", + "2019-09-26T00:00:00.000000000", + "2019-09-27T00:00:00.000000000", + "2019-09-30T00:00:00.000000000", + "2019-10-01T00:00:00.000000000", + "2019-10-02T00:00:00.000000000", + "2019-10-03T00:00:00.000000000", + "2019-10-04T00:00:00.000000000", + "2019-10-07T00:00:00.000000000", + "2019-10-08T00:00:00.000000000", + "2019-10-09T00:00:00.000000000", + "2019-10-10T00:00:00.000000000", + "2019-10-11T00:00:00.000000000", + "2019-10-14T00:00:00.000000000", + "2019-10-15T00:00:00.000000000", + "2019-10-16T00:00:00.000000000", + "2019-10-17T00:00:00.000000000", + "2019-10-18T00:00:00.000000000", + "2019-10-21T00:00:00.000000000", + "2019-10-22T00:00:00.000000000", + "2019-10-23T00:00:00.000000000", + "2019-10-24T00:00:00.000000000", + "2019-10-25T00:00:00.000000000", + "2019-10-28T00:00:00.000000000", + "2019-10-29T00:00:00.000000000", + "2019-10-30T00:00:00.000000000", + "2019-10-31T00:00:00.000000000", + "2019-11-01T00:00:00.000000000", + "2019-11-04T00:00:00.000000000", + "2019-11-05T00:00:00.000000000", + "2019-11-06T00:00:00.000000000", + "2019-11-07T00:00:00.000000000", + "2019-11-08T00:00:00.000000000", + "2019-11-11T00:00:00.000000000", + "2019-11-12T00:00:00.000000000", + "2019-11-13T00:00:00.000000000", + "2019-11-14T00:00:00.000000000", + "2019-11-15T00:00:00.000000000", + "2019-11-18T00:00:00.000000000", + "2019-11-19T00:00:00.000000000", + "2019-11-20T00:00:00.000000000", + "2019-11-21T00:00:00.000000000", + "2019-11-22T00:00:00.000000000", + "2019-11-25T00:00:00.000000000", + "2019-11-26T00:00:00.000000000", + "2019-11-27T00:00:00.000000000", + "2019-11-29T00:00:00.000000000", + "2019-12-02T00:00:00.000000000", + "2019-12-03T00:00:00.000000000", + "2019-12-04T00:00:00.000000000", + "2019-12-05T00:00:00.000000000", + "2019-12-06T00:00:00.000000000", + "2019-12-09T00:00:00.000000000", + "2019-12-10T00:00:00.000000000", + "2019-12-11T00:00:00.000000000", + "2019-12-12T00:00:00.000000000", + "2019-12-13T00:00:00.000000000", + "2019-12-16T00:00:00.000000000", + "2019-12-17T00:00:00.000000000", + "2019-12-18T00:00:00.000000000", + "2019-12-19T00:00:00.000000000", + "2019-12-20T00:00:00.000000000", + "2019-12-23T00:00:00.000000000", + "2019-12-24T00:00:00.000000000", + "2019-12-26T00:00:00.000000000", + "2019-12-27T00:00:00.000000000", + "2019-12-30T00:00:00.000000000", + "2019-12-31T00:00:00.000000000", + "2020-01-02T00:00:00.000000000", + "2020-01-03T00:00:00.000000000", + "2020-01-06T00:00:00.000000000", + "2020-01-07T00:00:00.000000000", + "2020-01-08T00:00:00.000000000", + "2020-01-09T00:00:00.000000000", + "2020-01-10T00:00:00.000000000", + "2020-01-13T00:00:00.000000000", + "2020-01-14T00:00:00.000000000", + "2020-01-15T00:00:00.000000000", + "2020-01-16T00:00:00.000000000", + "2020-01-17T00:00:00.000000000", + "2020-01-21T00:00:00.000000000", + "2020-01-22T00:00:00.000000000", + "2020-01-23T00:00:00.000000000", + "2020-01-24T00:00:00.000000000", + "2020-01-27T00:00:00.000000000", + "2020-01-28T00:00:00.000000000", + "2020-01-29T00:00:00.000000000", + "2020-01-30T00:00:00.000000000", + "2020-01-31T00:00:00.000000000", + "2020-02-03T00:00:00.000000000", + "2020-02-04T00:00:00.000000000", + "2020-02-05T00:00:00.000000000", + "2020-02-06T00:00:00.000000000", + "2020-02-07T00:00:00.000000000", + "2020-02-10T00:00:00.000000000", + "2020-02-11T00:00:00.000000000", + "2020-02-12T00:00:00.000000000", + "2020-02-13T00:00:00.000000000", + "2020-02-14T00:00:00.000000000", + "2020-02-18T00:00:00.000000000", + "2020-02-19T00:00:00.000000000", + "2020-02-20T00:00:00.000000000", + "2020-02-21T00:00:00.000000000", + "2020-02-24T00:00:00.000000000", + "2020-02-25T00:00:00.000000000", + "2020-02-26T00:00:00.000000000", + "2020-02-27T00:00:00.000000000", + "2020-02-28T00:00:00.000000000", + "2020-03-02T00:00:00.000000000", + "2020-03-03T00:00:00.000000000", + "2020-03-04T00:00:00.000000000", + "2020-03-05T00:00:00.000000000", + "2020-03-06T00:00:00.000000000", + "2020-03-09T00:00:00.000000000", + "2020-03-10T00:00:00.000000000", + "2020-03-11T00:00:00.000000000", + "2020-03-12T00:00:00.000000000", + "2020-03-13T00:00:00.000000000", + "2020-03-16T00:00:00.000000000", + "2020-03-17T00:00:00.000000000", + "2020-03-18T00:00:00.000000000", + "2020-03-19T00:00:00.000000000", + "2020-03-20T00:00:00.000000000", + "2020-03-23T00:00:00.000000000", + "2020-03-24T00:00:00.000000000", + "2020-03-25T00:00:00.000000000", + "2020-03-26T00:00:00.000000000", + "2020-03-27T00:00:00.000000000", + "2020-03-30T00:00:00.000000000", + "2020-03-31T00:00:00.000000000", + "2020-04-01T00:00:00.000000000", + "2020-04-02T00:00:00.000000000", + "2020-04-03T00:00:00.000000000", + "2020-04-06T00:00:00.000000000", + "2020-04-07T00:00:00.000000000", + "2020-04-08T00:00:00.000000000", + "2020-04-09T00:00:00.000000000", + "2020-04-13T00:00:00.000000000", + "2020-04-14T00:00:00.000000000", + "2020-04-15T00:00:00.000000000", + "2020-04-16T00:00:00.000000000", + "2020-04-17T00:00:00.000000000", + "2020-04-20T00:00:00.000000000", + "2020-04-21T00:00:00.000000000", + "2020-04-22T00:00:00.000000000", + "2020-04-23T00:00:00.000000000", + "2020-04-24T00:00:00.000000000", + "2020-04-27T00:00:00.000000000", + "2020-04-28T00:00:00.000000000", + "2020-04-29T00:00:00.000000000", + "2020-04-30T00:00:00.000000000", + "2020-05-01T00:00:00.000000000", + "2020-05-04T00:00:00.000000000", + "2020-05-05T00:00:00.000000000", + "2020-05-06T00:00:00.000000000", + "2020-05-07T00:00:00.000000000", + "2020-05-08T00:00:00.000000000", + "2020-05-11T00:00:00.000000000", + "2020-05-12T00:00:00.000000000", + "2020-05-13T00:00:00.000000000", + "2020-05-14T00:00:00.000000000", + "2020-05-15T00:00:00.000000000", + "2020-05-18T00:00:00.000000000", + "2020-05-19T00:00:00.000000000", + "2020-05-20T00:00:00.000000000", + "2020-05-21T00:00:00.000000000", + "2020-05-22T00:00:00.000000000", + "2020-05-26T00:00:00.000000000", + "2020-05-27T00:00:00.000000000", + "2020-05-28T00:00:00.000000000", + "2020-05-29T00:00:00.000000000", + "2020-06-01T00:00:00.000000000", + "2020-06-02T00:00:00.000000000", + "2020-06-03T00:00:00.000000000", + "2020-06-04T00:00:00.000000000", + "2020-06-05T00:00:00.000000000", + "2020-06-08T00:00:00.000000000", + "2020-06-09T00:00:00.000000000", + "2020-06-10T00:00:00.000000000", + "2020-06-11T00:00:00.000000000", + "2020-06-12T00:00:00.000000000", + "2020-06-15T00:00:00.000000000", + "2020-06-16T00:00:00.000000000", + "2020-06-17T00:00:00.000000000", + "2020-06-18T00:00:00.000000000", + "2020-06-19T00:00:00.000000000", + "2020-06-22T00:00:00.000000000", + "2020-06-23T00:00:00.000000000", + "2020-06-24T00:00:00.000000000", + "2020-06-25T00:00:00.000000000", + "2020-06-26T00:00:00.000000000", + "2020-06-29T00:00:00.000000000", + "2020-06-30T00:00:00.000000000", + "2020-07-01T00:00:00.000000000", + "2020-07-02T00:00:00.000000000", + "2020-07-06T00:00:00.000000000", + "2020-07-07T00:00:00.000000000", + "2020-07-08T00:00:00.000000000", + "2020-07-09T00:00:00.000000000", + "2020-07-10T00:00:00.000000000", + "2020-07-13T00:00:00.000000000", + "2020-07-14T00:00:00.000000000", + "2020-07-15T00:00:00.000000000", + "2020-07-16T00:00:00.000000000", + "2020-07-17T00:00:00.000000000", + "2020-07-20T00:00:00.000000000", + "2020-07-21T00:00:00.000000000", + "2020-07-22T00:00:00.000000000", + "2020-07-23T00:00:00.000000000", + "2020-07-24T00:00:00.000000000", + "2020-07-27T00:00:00.000000000", + "2020-07-28T00:00:00.000000000", + "2020-07-29T00:00:00.000000000", + "2020-07-30T00:00:00.000000000", + "2020-07-31T00:00:00.000000000", + "2020-08-03T00:00:00.000000000", + "2020-08-04T00:00:00.000000000", + "2020-08-05T00:00:00.000000000", + "2020-08-06T00:00:00.000000000", + "2020-08-07T00:00:00.000000000", + "2020-08-10T00:00:00.000000000", + "2020-08-11T00:00:00.000000000", + "2020-08-12T00:00:00.000000000", + "2020-08-13T00:00:00.000000000", + "2020-08-14T00:00:00.000000000", + "2020-08-17T00:00:00.000000000", + "2020-08-18T00:00:00.000000000", + "2020-08-19T00:00:00.000000000", + "2020-08-20T00:00:00.000000000", + "2020-08-21T00:00:00.000000000", + "2020-08-24T00:00:00.000000000", + "2020-08-25T00:00:00.000000000", + "2020-08-26T00:00:00.000000000", + "2020-08-27T00:00:00.000000000", + "2020-08-28T00:00:00.000000000", + "2020-08-31T00:00:00.000000000", + "2020-09-01T00:00:00.000000000", + "2020-09-02T00:00:00.000000000", + "2020-09-03T00:00:00.000000000", + "2020-09-04T00:00:00.000000000", + "2020-09-08T00:00:00.000000000", + "2020-09-09T00:00:00.000000000", + "2020-09-10T00:00:00.000000000", + "2020-09-11T00:00:00.000000000", + "2020-09-14T00:00:00.000000000", + "2020-09-15T00:00:00.000000000", + "2020-09-16T00:00:00.000000000", + "2020-09-17T00:00:00.000000000", + "2020-09-18T00:00:00.000000000", + "2020-09-21T00:00:00.000000000", + "2020-09-22T00:00:00.000000000", + "2020-09-23T00:00:00.000000000", + "2020-09-24T00:00:00.000000000", + "2020-09-25T00:00:00.000000000", + "2020-09-28T00:00:00.000000000", + "2020-09-29T00:00:00.000000000", + "2020-09-30T00:00:00.000000000", + "2020-10-01T00:00:00.000000000", + "2020-10-02T00:00:00.000000000", + "2020-10-05T00:00:00.000000000", + "2020-10-06T00:00:00.000000000", + "2020-10-07T00:00:00.000000000", + "2020-10-08T00:00:00.000000000", + "2020-10-09T00:00:00.000000000", + "2020-10-12T00:00:00.000000000", + "2020-10-13T00:00:00.000000000", + "2020-10-14T00:00:00.000000000", + "2020-10-15T00:00:00.000000000", + "2020-10-16T00:00:00.000000000", + "2020-10-19T00:00:00.000000000", + "2020-10-20T00:00:00.000000000", + "2020-10-21T00:00:00.000000000", + "2020-10-22T00:00:00.000000000", + "2020-10-23T00:00:00.000000000", + "2020-10-26T00:00:00.000000000", + "2020-10-27T00:00:00.000000000", + "2020-10-28T00:00:00.000000000", + "2020-10-29T00:00:00.000000000", + "2020-10-30T00:00:00.000000000", + "2020-11-02T00:00:00.000000000", + "2020-11-03T00:00:00.000000000", + "2020-11-04T00:00:00.000000000", + "2020-11-05T00:00:00.000000000", + "2020-11-06T00:00:00.000000000", + "2020-11-09T00:00:00.000000000", + "2020-11-10T00:00:00.000000000", + "2020-11-11T00:00:00.000000000", + "2020-11-12T00:00:00.000000000", + "2020-11-13T00:00:00.000000000", + "2020-11-16T00:00:00.000000000", + "2020-11-17T00:00:00.000000000", + "2020-11-18T00:00:00.000000000", + "2020-11-19T00:00:00.000000000", + "2020-11-20T00:00:00.000000000", + "2020-11-23T00:00:00.000000000", + "2020-11-24T00:00:00.000000000", + "2020-11-25T00:00:00.000000000", + "2020-11-27T00:00:00.000000000", + "2020-11-30T00:00:00.000000000", + "2020-12-01T00:00:00.000000000", + "2020-12-02T00:00:00.000000000", + "2020-12-03T00:00:00.000000000", + "2020-12-04T00:00:00.000000000", + "2020-12-07T00:00:00.000000000", + "2020-12-08T00:00:00.000000000", + "2020-12-09T00:00:00.000000000", + "2020-12-10T00:00:00.000000000", + "2020-12-11T00:00:00.000000000", + "2020-12-14T00:00:00.000000000", + "2020-12-15T00:00:00.000000000", + "2020-12-16T00:00:00.000000000", + "2020-12-17T00:00:00.000000000", + "2020-12-18T00:00:00.000000000", + "2020-12-21T00:00:00.000000000", + "2020-12-22T00:00:00.000000000", + "2020-12-23T00:00:00.000000000", + "2020-12-24T00:00:00.000000000", + "2020-12-28T00:00:00.000000000", + "2020-12-29T00:00:00.000000000", + "2020-12-30T00:00:00.000000000", + "2020-12-31T00:00:00.000000000", + "2021-01-04T00:00:00.000000000", + "2021-01-05T00:00:00.000000000", + "2021-01-06T00:00:00.000000000", + "2021-01-07T00:00:00.000000000", + "2021-01-08T00:00:00.000000000", + "2021-01-11T00:00:00.000000000", + "2021-01-12T00:00:00.000000000", + "2021-01-13T00:00:00.000000000", + "2021-01-14T00:00:00.000000000", + "2021-01-15T00:00:00.000000000", + "2021-01-19T00:00:00.000000000", + "2021-01-20T00:00:00.000000000", + "2021-01-21T00:00:00.000000000", + "2021-01-22T00:00:00.000000000", + "2021-01-25T00:00:00.000000000", + "2021-01-26T00:00:00.000000000", + "2021-01-27T00:00:00.000000000", + "2021-01-28T00:00:00.000000000", + "2021-01-29T00:00:00.000000000", + "2021-02-01T00:00:00.000000000", + "2021-02-02T00:00:00.000000000", + "2021-02-03T00:00:00.000000000", + "2021-02-04T00:00:00.000000000", + "2021-02-05T00:00:00.000000000", + "2021-02-08T00:00:00.000000000", + "2021-02-09T00:00:00.000000000", + "2021-02-10T00:00:00.000000000", + "2021-02-11T00:00:00.000000000", + "2021-02-12T00:00:00.000000000", + "2021-02-16T00:00:00.000000000", + "2021-02-17T00:00:00.000000000", + "2021-02-18T00:00:00.000000000", + "2021-02-19T00:00:00.000000000", + "2021-02-22T00:00:00.000000000", + "2021-02-23T00:00:00.000000000", + "2021-02-24T00:00:00.000000000", + "2021-02-25T00:00:00.000000000", + "2021-02-26T00:00:00.000000000", + "2021-03-01T00:00:00.000000000", + "2021-03-02T00:00:00.000000000", + "2021-03-03T00:00:00.000000000", + "2021-03-04T00:00:00.000000000", + "2021-03-05T00:00:00.000000000", + "2021-03-08T00:00:00.000000000", + "2021-03-09T00:00:00.000000000", + "2021-03-10T00:00:00.000000000", + "2021-03-11T00:00:00.000000000", + "2021-03-12T00:00:00.000000000", + "2021-03-15T00:00:00.000000000", + "2021-03-16T00:00:00.000000000", + "2021-03-17T00:00:00.000000000", + "2021-03-18T00:00:00.000000000", + "2021-03-19T00:00:00.000000000", + "2021-03-22T00:00:00.000000000", + "2021-03-23T00:00:00.000000000", + "2021-03-24T00:00:00.000000000", + "2021-03-25T00:00:00.000000000", + "2021-03-26T00:00:00.000000000", + "2021-03-29T00:00:00.000000000", + "2021-03-30T00:00:00.000000000", + "2021-03-31T00:00:00.000000000", + "2021-04-01T00:00:00.000000000", + "2021-04-05T00:00:00.000000000", + "2021-04-06T00:00:00.000000000", + "2021-04-07T00:00:00.000000000", + "2021-04-08T00:00:00.000000000", + "2021-04-09T00:00:00.000000000", + "2021-04-12T00:00:00.000000000", + "2021-04-13T00:00:00.000000000", + "2021-04-14T00:00:00.000000000", + "2021-04-15T00:00:00.000000000", + "2021-04-16T00:00:00.000000000", + "2021-04-19T00:00:00.000000000", + "2021-04-20T00:00:00.000000000", + "2021-04-21T00:00:00.000000000", + "2021-04-22T00:00:00.000000000", + "2021-04-23T00:00:00.000000000", + "2021-04-26T00:00:00.000000000", + "2021-04-27T00:00:00.000000000", + "2021-04-28T00:00:00.000000000", + "2021-04-29T00:00:00.000000000", + "2021-04-30T00:00:00.000000000", + "2021-05-03T00:00:00.000000000", + "2021-05-04T00:00:00.000000000", + "2021-05-05T00:00:00.000000000", + "2021-05-06T00:00:00.000000000", + "2021-05-07T00:00:00.000000000", + "2021-05-10T00:00:00.000000000", + "2021-05-11T00:00:00.000000000", + "2021-05-12T00:00:00.000000000", + "2021-05-13T00:00:00.000000000", + "2021-05-14T00:00:00.000000000", + "2021-05-17T00:00:00.000000000", + "2021-05-18T00:00:00.000000000", + "2021-05-19T00:00:00.000000000", + "2021-05-20T00:00:00.000000000", + "2021-05-21T00:00:00.000000000", + "2021-05-24T00:00:00.000000000", + "2021-05-25T00:00:00.000000000", + "2021-05-26T00:00:00.000000000", + "2021-05-27T00:00:00.000000000", + "2021-05-28T00:00:00.000000000", + "2021-06-01T00:00:00.000000000", + "2021-06-02T00:00:00.000000000", + "2021-06-03T00:00:00.000000000", + "2021-06-04T00:00:00.000000000", + "2021-06-07T00:00:00.000000000", + "2021-06-08T00:00:00.000000000", + "2021-06-09T00:00:00.000000000", + "2021-06-10T00:00:00.000000000", + "2021-06-11T00:00:00.000000000", + "2021-06-14T00:00:00.000000000", + "2021-06-15T00:00:00.000000000", + "2021-06-16T00:00:00.000000000", + "2021-06-17T00:00:00.000000000", + "2021-06-18T00:00:00.000000000", + "2021-06-21T00:00:00.000000000", + "2021-06-22T00:00:00.000000000", + "2021-06-23T00:00:00.000000000", + "2021-06-24T00:00:00.000000000", + "2021-06-25T00:00:00.000000000", + "2021-06-28T00:00:00.000000000", + "2021-06-29T00:00:00.000000000", + "2021-06-30T00:00:00.000000000", + "2021-07-01T00:00:00.000000000", + "2021-07-02T00:00:00.000000000", + "2021-07-06T00:00:00.000000000", + "2021-07-07T00:00:00.000000000", + "2021-07-08T00:00:00.000000000", + "2021-07-09T00:00:00.000000000", + "2021-07-12T00:00:00.000000000", + "2021-07-13T00:00:00.000000000", + "2021-07-14T00:00:00.000000000", + "2021-07-15T00:00:00.000000000", + "2021-07-16T00:00:00.000000000", + "2021-07-19T00:00:00.000000000", + "2021-07-20T00:00:00.000000000", + "2021-07-21T00:00:00.000000000", + "2021-07-22T00:00:00.000000000", + "2021-07-23T00:00:00.000000000", + "2021-07-26T00:00:00.000000000", + "2021-07-27T00:00:00.000000000", + "2021-07-28T00:00:00.000000000", + "2021-07-29T00:00:00.000000000", + "2021-07-30T00:00:00.000000000", + "2021-08-02T00:00:00.000000000", + "2021-08-03T00:00:00.000000000", + "2021-08-04T00:00:00.000000000", + "2021-08-05T00:00:00.000000000", + "2021-08-06T00:00:00.000000000", + "2021-08-09T00:00:00.000000000", + "2021-08-10T00:00:00.000000000", + "2021-08-11T00:00:00.000000000", + "2021-08-12T00:00:00.000000000", + "2021-08-13T00:00:00.000000000", + "2021-08-16T00:00:00.000000000", + "2021-08-17T00:00:00.000000000", + "2021-08-18T00:00:00.000000000", + "2021-08-19T00:00:00.000000000", + "2021-08-20T00:00:00.000000000", + "2021-08-23T00:00:00.000000000", + "2021-08-24T00:00:00.000000000", + "2021-08-25T00:00:00.000000000", + "2021-08-26T00:00:00.000000000", + "2021-08-27T00:00:00.000000000", + "2021-08-30T00:00:00.000000000", + "2021-08-31T00:00:00.000000000", + "2021-09-01T00:00:00.000000000", + "2021-09-02T00:00:00.000000000", + "2021-09-03T00:00:00.000000000", + "2021-09-07T00:00:00.000000000", + "2021-09-08T00:00:00.000000000", + "2021-09-09T00:00:00.000000000", + "2021-09-10T00:00:00.000000000", + "2021-09-13T00:00:00.000000000", + "2021-09-14T00:00:00.000000000", + "2021-09-15T00:00:00.000000000", + "2021-09-16T00:00:00.000000000", + "2021-09-17T00:00:00.000000000", + "2021-09-20T00:00:00.000000000", + "2021-09-21T00:00:00.000000000", + "2021-09-22T00:00:00.000000000", + "2021-09-23T00:00:00.000000000", + "2021-09-24T00:00:00.000000000", + "2021-09-27T00:00:00.000000000", + "2021-09-28T00:00:00.000000000", + "2021-09-29T00:00:00.000000000", + "2021-09-30T00:00:00.000000000", + "2021-10-01T00:00:00.000000000", + "2021-10-04T00:00:00.000000000", + "2021-10-05T00:00:00.000000000", + "2021-10-06T00:00:00.000000000", + "2021-10-07T00:00:00.000000000", + "2021-10-08T00:00:00.000000000", + "2021-10-11T00:00:00.000000000", + "2021-10-12T00:00:00.000000000", + "2021-10-13T00:00:00.000000000", + "2021-10-14T00:00:00.000000000", + "2021-10-15T00:00:00.000000000", + "2021-10-18T00:00:00.000000000", + "2021-10-19T00:00:00.000000000", + "2021-10-20T00:00:00.000000000", + "2021-10-21T00:00:00.000000000", + "2021-10-22T00:00:00.000000000", + "2021-10-25T00:00:00.000000000", + "2021-10-26T00:00:00.000000000", + "2021-10-27T00:00:00.000000000", + "2021-10-28T00:00:00.000000000", + "2021-10-29T00:00:00.000000000", + "2021-11-01T00:00:00.000000000", + "2021-11-02T00:00:00.000000000", + "2021-11-03T00:00:00.000000000", + "2021-11-04T00:00:00.000000000", + "2021-11-05T00:00:00.000000000", + "2021-11-08T00:00:00.000000000", + "2021-11-09T00:00:00.000000000", + "2021-11-10T00:00:00.000000000", + "2021-11-11T00:00:00.000000000", + "2021-11-12T00:00:00.000000000", + "2021-11-15T00:00:00.000000000", + "2021-11-16T00:00:00.000000000", + "2021-11-17T00:00:00.000000000", + "2021-11-18T00:00:00.000000000", + "2021-11-19T00:00:00.000000000", + "2021-11-22T00:00:00.000000000", + "2021-11-23T00:00:00.000000000", + "2021-11-24T00:00:00.000000000", + "2021-11-26T00:00:00.000000000", + "2021-11-29T00:00:00.000000000", + "2021-11-30T00:00:00.000000000", + "2021-12-01T00:00:00.000000000", + "2021-12-02T00:00:00.000000000", + "2021-12-03T00:00:00.000000000", + "2021-12-06T00:00:00.000000000", + "2021-12-07T00:00:00.000000000", + "2021-12-08T00:00:00.000000000", + "2021-12-09T00:00:00.000000000", + "2021-12-10T00:00:00.000000000", + "2021-12-13T00:00:00.000000000", + "2021-12-14T00:00:00.000000000", + "2021-12-15T00:00:00.000000000", + "2021-12-16T00:00:00.000000000", + "2021-12-17T00:00:00.000000000", + "2021-12-20T00:00:00.000000000", + "2021-12-21T00:00:00.000000000", + "2021-12-22T00:00:00.000000000", + "2021-12-23T00:00:00.000000000", + "2021-12-27T00:00:00.000000000", + "2021-12-28T00:00:00.000000000", + "2021-12-29T00:00:00.000000000", + "2021-12-30T00:00:00.000000000", + "2021-12-31T00:00:00.000000000", + "2022-01-03T00:00:00.000000000", + "2022-01-04T00:00:00.000000000", + "2022-01-05T00:00:00.000000000", + "2022-01-06T00:00:00.000000000", + "2022-01-07T00:00:00.000000000", + "2022-01-10T00:00:00.000000000", + "2022-01-11T00:00:00.000000000", + "2022-01-12T00:00:00.000000000", + "2022-01-13T00:00:00.000000000", + "2022-01-14T00:00:00.000000000", + "2022-01-18T00:00:00.000000000", + "2022-01-19T00:00:00.000000000", + "2022-01-20T00:00:00.000000000", + "2022-01-21T00:00:00.000000000", + "2022-01-24T00:00:00.000000000", + "2022-01-25T00:00:00.000000000", + "2022-01-26T00:00:00.000000000", + "2022-01-27T00:00:00.000000000", + "2022-01-28T00:00:00.000000000", + "2022-01-31T00:00:00.000000000", + "2022-02-01T00:00:00.000000000", + "2022-02-02T00:00:00.000000000", + "2022-02-03T00:00:00.000000000", + "2022-02-04T00:00:00.000000000", + "2022-02-07T00:00:00.000000000", + "2022-02-08T00:00:00.000000000", + "2022-02-09T00:00:00.000000000", + "2022-02-10T00:00:00.000000000", + "2022-02-11T00:00:00.000000000", + "2022-02-14T00:00:00.000000000", + "2022-02-15T00:00:00.000000000", + "2022-02-16T00:00:00.000000000", + "2022-02-17T00:00:00.000000000", + "2022-02-18T00:00:00.000000000", + "2022-02-22T00:00:00.000000000", + "2022-02-23T00:00:00.000000000", + "2022-02-24T00:00:00.000000000", + "2022-02-25T00:00:00.000000000", + "2022-02-28T00:00:00.000000000", + "2022-03-01T00:00:00.000000000", + "2022-03-02T00:00:00.000000000", + "2022-03-03T00:00:00.000000000", + "2022-03-04T00:00:00.000000000", + "2022-03-07T00:00:00.000000000", + "2022-03-08T00:00:00.000000000", + "2022-03-09T00:00:00.000000000", + "2022-03-10T00:00:00.000000000", + "2022-03-11T00:00:00.000000000", + "2022-03-14T00:00:00.000000000", + "2022-03-15T00:00:00.000000000", + "2022-03-16T00:00:00.000000000", + "2022-03-17T00:00:00.000000000", + "2022-03-18T00:00:00.000000000", + "2022-03-21T00:00:00.000000000", + "2022-03-22T00:00:00.000000000", + "2022-03-23T00:00:00.000000000", + "2022-03-24T00:00:00.000000000", + "2022-03-25T00:00:00.000000000", + "2022-03-28T00:00:00.000000000", + "2022-03-29T00:00:00.000000000", + "2022-03-30T00:00:00.000000000", + "2022-03-31T00:00:00.000000000", + "2022-04-01T00:00:00.000000000", + "2022-04-04T00:00:00.000000000", + "2022-04-05T00:00:00.000000000", + "2022-04-06T00:00:00.000000000", + "2022-04-07T00:00:00.000000000", + "2022-04-08T00:00:00.000000000", + "2022-04-11T00:00:00.000000000", + "2022-04-12T00:00:00.000000000", + "2022-04-13T00:00:00.000000000", + "2022-04-14T00:00:00.000000000", + "2022-04-18T00:00:00.000000000", + "2022-04-19T00:00:00.000000000", + "2022-04-20T00:00:00.000000000", + "2022-04-21T00:00:00.000000000", + "2022-04-22T00:00:00.000000000", + "2022-04-25T00:00:00.000000000", + "2022-04-26T00:00:00.000000000", + "2022-04-27T00:00:00.000000000", + "2022-04-28T00:00:00.000000000", + "2022-04-29T00:00:00.000000000", + "2022-05-02T00:00:00.000000000", + "2022-05-03T00:00:00.000000000", + "2022-05-04T00:00:00.000000000", + "2022-05-05T00:00:00.000000000", + "2022-05-06T00:00:00.000000000", + "2022-05-09T00:00:00.000000000", + "2022-05-10T00:00:00.000000000", + "2022-05-11T00:00:00.000000000", + "2022-05-12T00:00:00.000000000", + "2022-05-13T00:00:00.000000000", + "2022-05-16T00:00:00.000000000", + "2022-05-17T00:00:00.000000000", + "2022-05-18T00:00:00.000000000", + "2022-05-19T00:00:00.000000000", + "2022-05-20T00:00:00.000000000", + "2022-05-23T00:00:00.000000000", + "2022-05-24T00:00:00.000000000", + "2022-05-25T00:00:00.000000000", + "2022-05-26T00:00:00.000000000", + "2022-05-27T00:00:00.000000000", + "2022-05-31T00:00:00.000000000", + "2022-06-01T00:00:00.000000000", + "2022-06-02T00:00:00.000000000", + "2022-06-03T00:00:00.000000000", + "2022-06-06T00:00:00.000000000", + "2022-06-07T00:00:00.000000000", + "2022-06-08T00:00:00.000000000", + "2022-06-09T00:00:00.000000000", + "2022-06-10T00:00:00.000000000", + "2022-06-13T00:00:00.000000000", + "2022-06-14T00:00:00.000000000", + "2022-06-15T00:00:00.000000000", + "2022-06-16T00:00:00.000000000", + "2022-06-17T00:00:00.000000000", + "2022-06-21T00:00:00.000000000", + "2022-06-22T00:00:00.000000000", + "2022-06-23T00:00:00.000000000", + "2022-06-24T00:00:00.000000000", + "2022-06-27T00:00:00.000000000", + "2022-06-28T00:00:00.000000000", + "2022-06-29T00:00:00.000000000", + "2022-06-30T00:00:00.000000000", + "2022-07-01T00:00:00.000000000", + "2022-07-05T00:00:00.000000000", + "2022-07-06T00:00:00.000000000", + "2022-07-07T00:00:00.000000000", + "2022-07-08T00:00:00.000000000", + "2022-07-11T00:00:00.000000000", + "2022-07-12T00:00:00.000000000", + "2022-07-13T00:00:00.000000000", + "2022-07-14T00:00:00.000000000", + "2022-07-15T00:00:00.000000000", + "2022-07-18T00:00:00.000000000", + "2022-07-19T00:00:00.000000000", + "2022-07-20T00:00:00.000000000", + "2022-07-21T00:00:00.000000000", + "2022-07-22T00:00:00.000000000", + "2022-07-25T00:00:00.000000000", + "2022-07-26T00:00:00.000000000", + "2022-07-27T00:00:00.000000000", + "2022-07-28T00:00:00.000000000", + "2022-07-29T00:00:00.000000000", + "2022-08-01T00:00:00.000000000", + "2022-08-02T00:00:00.000000000", + "2022-08-03T00:00:00.000000000", + "2022-08-04T00:00:00.000000000", + "2022-08-05T00:00:00.000000000", + "2022-08-08T00:00:00.000000000", + "2022-08-09T00:00:00.000000000", + "2022-08-10T00:00:00.000000000", + "2022-08-11T00:00:00.000000000", + "2022-08-12T00:00:00.000000000", + "2022-08-15T00:00:00.000000000", + "2022-08-16T00:00:00.000000000", + "2022-08-17T00:00:00.000000000", + "2022-08-18T00:00:00.000000000", + "2022-08-19T00:00:00.000000000", + "2022-08-22T00:00:00.000000000", + "2022-08-23T00:00:00.000000000", + "2022-08-24T00:00:00.000000000", + "2022-08-25T00:00:00.000000000", + "2022-08-26T00:00:00.000000000", + "2022-08-29T00:00:00.000000000", + "2022-08-30T00:00:00.000000000", + "2022-08-31T00:00:00.000000000", + "2022-09-01T00:00:00.000000000", + "2022-09-02T00:00:00.000000000", + "2022-09-06T00:00:00.000000000", + "2022-09-07T00:00:00.000000000", + "2022-09-08T00:00:00.000000000", + "2022-09-09T00:00:00.000000000", + "2022-09-12T00:00:00.000000000", + "2022-09-13T00:00:00.000000000", + "2022-09-14T00:00:00.000000000", + "2022-09-15T00:00:00.000000000", + "2022-09-16T00:00:00.000000000", + "2022-09-19T00:00:00.000000000", + "2022-09-20T00:00:00.000000000", + "2022-09-21T00:00:00.000000000", + "2022-09-22T00:00:00.000000000", + "2022-09-23T00:00:00.000000000", + "2022-09-26T00:00:00.000000000", + "2022-09-27T00:00:00.000000000", + "2022-09-28T00:00:00.000000000", + "2022-09-29T00:00:00.000000000", + "2022-09-30T00:00:00.000000000", + "2022-10-03T00:00:00.000000000", + "2022-10-04T00:00:00.000000000", + "2022-10-05T00:00:00.000000000", + "2022-10-06T00:00:00.000000000", + "2022-10-07T00:00:00.000000000", + "2022-10-10T00:00:00.000000000", + "2022-10-11T00:00:00.000000000", + "2022-10-12T00:00:00.000000000", + "2022-10-13T00:00:00.000000000", + "2022-10-14T00:00:00.000000000", + "2022-10-17T00:00:00.000000000", + "2022-10-18T00:00:00.000000000", + "2022-10-19T00:00:00.000000000", + "2022-10-20T00:00:00.000000000", + "2022-10-21T00:00:00.000000000", + "2022-10-24T00:00:00.000000000", + "2022-10-25T00:00:00.000000000", + "2022-10-26T00:00:00.000000000", + "2022-10-27T00:00:00.000000000", + "2022-10-28T00:00:00.000000000", + "2022-10-31T00:00:00.000000000", + "2022-11-01T00:00:00.000000000", + "2022-11-02T00:00:00.000000000", + "2022-11-03T00:00:00.000000000", + "2022-11-04T00:00:00.000000000", + "2022-11-07T00:00:00.000000000", + "2022-11-08T00:00:00.000000000", + "2022-11-09T00:00:00.000000000", + "2022-11-10T00:00:00.000000000", + "2022-11-11T00:00:00.000000000", + "2022-11-14T00:00:00.000000000", + "2022-11-15T00:00:00.000000000", + "2022-11-16T00:00:00.000000000", + "2022-11-17T00:00:00.000000000", + "2022-11-18T00:00:00.000000000", + "2022-11-21T00:00:00.000000000", + "2022-11-22T00:00:00.000000000", + "2022-11-23T00:00:00.000000000", + "2022-11-25T00:00:00.000000000", + "2022-11-28T00:00:00.000000000", + "2022-11-29T00:00:00.000000000", + "2022-11-30T00:00:00.000000000", + "2022-12-01T00:00:00.000000000", + "2022-12-02T00:00:00.000000000", + "2022-12-05T00:00:00.000000000", + "2022-12-06T00:00:00.000000000", + "2022-12-07T00:00:00.000000000", + "2022-12-08T00:00:00.000000000", + "2022-12-09T00:00:00.000000000", + "2022-12-12T00:00:00.000000000", + "2022-12-13T00:00:00.000000000", + "2022-12-14T00:00:00.000000000", + "2022-12-15T00:00:00.000000000", + "2022-12-16T00:00:00.000000000", + "2022-12-19T00:00:00.000000000", + "2022-12-20T00:00:00.000000000", + "2022-12-21T00:00:00.000000000", + "2022-12-22T00:00:00.000000000", + "2022-12-23T00:00:00.000000000", + "2022-12-27T00:00:00.000000000", + "2022-12-28T00:00:00.000000000", + "2022-12-29T00:00:00.000000000", + "2022-12-30T00:00:00.000000000", + "2023-01-03T00:00:00.000000000", + "2023-01-04T00:00:00.000000000", + "2023-01-05T00:00:00.000000000", + "2023-01-06T00:00:00.000000000", + "2023-01-09T00:00:00.000000000", + "2023-01-10T00:00:00.000000000", + "2023-01-11T00:00:00.000000000", + "2023-01-12T00:00:00.000000000", + "2023-01-13T00:00:00.000000000", + "2023-01-17T00:00:00.000000000", + "2023-01-18T00:00:00.000000000", + "2023-01-19T00:00:00.000000000", + "2023-01-20T00:00:00.000000000", + "2023-01-23T00:00:00.000000000", + "2023-01-24T00:00:00.000000000", + "2023-01-25T00:00:00.000000000", + "2023-01-26T00:00:00.000000000", + "2023-01-27T00:00:00.000000000", + "2023-01-30T00:00:00.000000000", + "2023-01-31T00:00:00.000000000", + "2023-02-01T00:00:00.000000000", + "2023-02-02T00:00:00.000000000", + "2023-02-03T00:00:00.000000000", + "2023-02-06T00:00:00.000000000", + "2023-02-07T00:00:00.000000000", + "2023-02-08T00:00:00.000000000", + "2023-02-09T00:00:00.000000000", + "2023-02-10T00:00:00.000000000", + "2023-02-13T00:00:00.000000000", + "2023-02-14T00:00:00.000000000", + "2023-02-15T00:00:00.000000000", + "2023-02-16T00:00:00.000000000", + "2023-02-17T00:00:00.000000000", + "2023-02-21T00:00:00.000000000", + "2023-02-22T00:00:00.000000000", + "2023-02-23T00:00:00.000000000", + "2023-02-24T00:00:00.000000000", + "2023-02-27T00:00:00.000000000", + "2023-02-28T00:00:00.000000000", + "2023-03-01T00:00:00.000000000", + "2023-03-02T00:00:00.000000000", + "2023-03-03T00:00:00.000000000", + "2023-03-06T00:00:00.000000000", + "2023-03-07T00:00:00.000000000", + "2023-03-08T00:00:00.000000000", + "2023-03-09T00:00:00.000000000", + "2023-03-10T00:00:00.000000000", + "2023-03-13T00:00:00.000000000", + "2023-03-14T00:00:00.000000000", + "2023-03-15T00:00:00.000000000", + "2023-03-16T00:00:00.000000000", + "2023-03-17T00:00:00.000000000", + "2023-03-20T00:00:00.000000000", + "2023-03-21T00:00:00.000000000", + "2023-03-22T00:00:00.000000000", + "2023-03-23T00:00:00.000000000", + "2023-03-24T00:00:00.000000000", + "2023-03-27T00:00:00.000000000", + "2023-03-28T00:00:00.000000000", + "2023-03-29T00:00:00.000000000", + "2023-03-30T00:00:00.000000000", + "2023-03-31T00:00:00.000000000", + "2023-04-03T00:00:00.000000000", + "2023-04-04T00:00:00.000000000", + "2023-04-05T00:00:00.000000000", + "2023-04-06T00:00:00.000000000", + "2023-04-10T00:00:00.000000000", + "2023-04-11T00:00:00.000000000", + "2023-04-12T00:00:00.000000000", + "2023-04-13T00:00:00.000000000", + "2023-04-14T00:00:00.000000000", + "2023-04-17T00:00:00.000000000", + "2023-04-18T00:00:00.000000000", + "2023-04-19T00:00:00.000000000", + "2023-04-20T00:00:00.000000000", + "2023-04-21T00:00:00.000000000", + "2023-04-24T00:00:00.000000000", + "2023-04-25T00:00:00.000000000", + "2023-04-26T00:00:00.000000000", + "2023-04-27T00:00:00.000000000", + "2023-04-28T00:00:00.000000000", + "2023-05-01T00:00:00.000000000", + "2023-05-02T00:00:00.000000000", + "2023-05-03T00:00:00.000000000", + "2023-05-04T00:00:00.000000000", + "2023-05-05T00:00:00.000000000", + "2023-05-08T00:00:00.000000000", + "2023-05-09T00:00:00.000000000", + "2023-05-10T00:00:00.000000000", + "2023-05-11T00:00:00.000000000", + "2023-05-12T00:00:00.000000000", + "2023-05-15T00:00:00.000000000", + "2023-05-16T00:00:00.000000000", + "2023-05-17T00:00:00.000000000", + "2023-05-18T00:00:00.000000000", + "2023-05-19T00:00:00.000000000", + "2023-05-22T00:00:00.000000000", + "2023-05-23T00:00:00.000000000", + "2023-05-24T00:00:00.000000000", + "2023-05-25T00:00:00.000000000", + "2023-05-26T00:00:00.000000000", + "2023-05-30T00:00:00.000000000", + "2023-05-31T00:00:00.000000000", + "2023-06-01T00:00:00.000000000", + "2023-06-02T00:00:00.000000000", + "2023-06-05T00:00:00.000000000", + "2023-06-06T00:00:00.000000000", + "2023-06-07T00:00:00.000000000", + "2023-06-08T00:00:00.000000000", + "2023-06-09T00:00:00.000000000", + "2023-06-12T00:00:00.000000000", + "2023-06-13T00:00:00.000000000", + "2023-06-14T00:00:00.000000000", + "2023-06-15T00:00:00.000000000", + "2023-06-16T00:00:00.000000000", + "2023-06-20T00:00:00.000000000", + "2023-06-21T00:00:00.000000000", + "2023-06-22T00:00:00.000000000", + "2023-06-23T00:00:00.000000000", + "2023-06-26T00:00:00.000000000", + "2023-06-27T00:00:00.000000000", + "2023-06-28T00:00:00.000000000", + "2023-06-29T00:00:00.000000000", + "2023-06-30T00:00:00.000000000", + "2023-07-03T00:00:00.000000000", + "2023-07-05T00:00:00.000000000", + "2023-07-06T00:00:00.000000000", + "2023-07-07T00:00:00.000000000", + "2023-07-10T00:00:00.000000000", + "2023-07-11T00:00:00.000000000", + "2023-07-12T00:00:00.000000000", + "2023-07-13T00:00:00.000000000", + "2023-07-14T00:00:00.000000000", + "2023-07-17T00:00:00.000000000", + "2023-07-18T00:00:00.000000000", + "2023-07-19T00:00:00.000000000", + "2023-07-20T00:00:00.000000000", + "2023-07-21T00:00:00.000000000", + "2023-07-24T00:00:00.000000000", + "2023-07-25T00:00:00.000000000", + "2023-07-26T00:00:00.000000000", + "2023-07-27T00:00:00.000000000", + "2023-07-28T00:00:00.000000000", + "2023-07-31T00:00:00.000000000", + "2023-08-01T00:00:00.000000000", + "2023-08-02T00:00:00.000000000", + "2023-08-03T00:00:00.000000000", + "2023-08-04T00:00:00.000000000", + "2023-08-07T00:00:00.000000000", + "2023-08-08T00:00:00.000000000", + "2023-08-09T00:00:00.000000000", + "2023-08-10T00:00:00.000000000", + "2023-08-11T00:00:00.000000000", + "2023-08-14T00:00:00.000000000", + "2023-08-15T00:00:00.000000000", + "2023-08-16T00:00:00.000000000", + "2023-08-17T00:00:00.000000000", + "2023-08-18T00:00:00.000000000", + "2023-08-21T00:00:00.000000000", + "2023-08-22T00:00:00.000000000", + "2023-08-23T00:00:00.000000000", + "2023-08-24T00:00:00.000000000", + "2023-08-25T00:00:00.000000000", + "2023-08-28T00:00:00.000000000", + "2023-08-29T00:00:00.000000000", + "2023-08-30T00:00:00.000000000", + "2023-08-31T00:00:00.000000000", + "2023-09-01T00:00:00.000000000", + "2023-09-05T00:00:00.000000000", + "2023-09-06T00:00:00.000000000", + "2023-09-07T00:00:00.000000000", + "2023-09-08T00:00:00.000000000", + "2023-09-11T00:00:00.000000000", + "2023-09-12T00:00:00.000000000", + "2023-09-13T00:00:00.000000000", + "2023-09-14T00:00:00.000000000", + "2023-09-15T00:00:00.000000000", + "2023-09-18T00:00:00.000000000", + "2023-09-19T00:00:00.000000000", + "2023-09-20T00:00:00.000000000", + "2023-09-21T00:00:00.000000000", + "2023-09-22T00:00:00.000000000", + "2023-09-25T00:00:00.000000000", + "2023-09-26T00:00:00.000000000", + "2023-09-27T00:00:00.000000000", + "2023-09-28T00:00:00.000000000", + "2023-09-29T00:00:00.000000000", + "2023-10-02T00:00:00.000000000", + "2023-10-03T00:00:00.000000000", + "2023-10-04T00:00:00.000000000", + "2023-10-05T00:00:00.000000000", + "2023-10-06T00:00:00.000000000", + "2023-10-09T00:00:00.000000000", + "2023-10-10T00:00:00.000000000", + "2023-10-11T00:00:00.000000000", + "2023-10-12T00:00:00.000000000", + "2023-10-13T00:00:00.000000000", + "2023-10-16T00:00:00.000000000", + "2023-10-17T00:00:00.000000000", + "2023-10-18T00:00:00.000000000", + "2023-10-19T00:00:00.000000000", + "2023-10-20T00:00:00.000000000", + "2023-10-23T00:00:00.000000000", + "2023-10-24T00:00:00.000000000", + "2023-10-25T00:00:00.000000000", + "2023-10-26T00:00:00.000000000", + "2023-10-27T00:00:00.000000000", + "2023-10-30T00:00:00.000000000", + "2023-10-31T00:00:00.000000000", + "2023-11-01T00:00:00.000000000", + "2023-11-02T00:00:00.000000000", + "2023-11-03T00:00:00.000000000", + "2023-11-06T00:00:00.000000000", + "2023-11-07T00:00:00.000000000", + "2023-11-08T00:00:00.000000000", + "2023-11-09T00:00:00.000000000", + "2023-11-10T00:00:00.000000000", + "2023-11-13T00:00:00.000000000", + "2023-11-14T00:00:00.000000000", + "2023-11-15T00:00:00.000000000", + "2023-11-16T00:00:00.000000000", + "2023-11-17T00:00:00.000000000", + "2023-11-20T00:00:00.000000000", + "2023-11-21T00:00:00.000000000", + "2023-11-22T00:00:00.000000000", + "2023-11-24T00:00:00.000000000", + "2023-11-27T00:00:00.000000000", + "2023-11-28T00:00:00.000000000", + "2023-11-29T00:00:00.000000000", + "2023-11-30T00:00:00.000000000", + "2023-12-01T00:00:00.000000000", + "2023-12-04T00:00:00.000000000", + "2023-12-05T00:00:00.000000000", + "2023-12-06T00:00:00.000000000", + "2023-12-07T00:00:00.000000000", + "2023-12-08T00:00:00.000000000", + "2023-12-11T00:00:00.000000000", + "2023-12-12T00:00:00.000000000", + "2023-12-13T00:00:00.000000000", + "2023-12-14T00:00:00.000000000", + "2023-12-15T00:00:00.000000000", + "2023-12-18T00:00:00.000000000", + "2023-12-19T00:00:00.000000000", + "2023-12-20T00:00:00.000000000", + "2023-12-21T00:00:00.000000000", + "2023-12-22T00:00:00.000000000", + "2023-12-26T00:00:00.000000000", + "2023-12-27T00:00:00.000000000", + "2023-12-28T00:00:00.000000000", + "2023-12-29T00:00:00.000000000", + "2024-01-02T00:00:00.000000000", + "2024-01-03T00:00:00.000000000", + "2024-01-04T00:00:00.000000000", + "2024-01-05T00:00:00.000000000", + "2024-01-08T00:00:00.000000000", + "2024-01-09T00:00:00.000000000", + "2024-01-10T00:00:00.000000000", + "2024-01-11T00:00:00.000000000", + "2024-01-12T00:00:00.000000000", + "2024-01-16T00:00:00.000000000", + "2024-01-17T00:00:00.000000000", + "2024-01-18T00:00:00.000000000", + "2024-01-19T00:00:00.000000000", + "2024-01-22T00:00:00.000000000", + "2024-01-23T00:00:00.000000000", + "2024-01-24T00:00:00.000000000", + "2024-01-25T00:00:00.000000000", + "2024-01-26T00:00:00.000000000", + "2024-01-29T00:00:00.000000000", + "2024-01-30T00:00:00.000000000", + "2024-01-31T00:00:00.000000000", + "2024-02-01T00:00:00.000000000", + "2024-02-02T00:00:00.000000000", + "2024-02-05T00:00:00.000000000", + "2024-02-06T00:00:00.000000000", + "2024-02-07T00:00:00.000000000", + "2024-02-08T00:00:00.000000000", + "2024-02-09T00:00:00.000000000", + "2024-02-12T00:00:00.000000000", + "2024-02-13T00:00:00.000000000", + "2024-02-14T00:00:00.000000000", + "2024-02-15T00:00:00.000000000", + "2024-02-16T00:00:00.000000000", + "2024-02-20T00:00:00.000000000", + "2024-02-21T00:00:00.000000000", + "2024-02-22T00:00:00.000000000", + "2024-02-23T00:00:00.000000000", + "2024-02-26T00:00:00.000000000", + "2024-02-27T00:00:00.000000000", + "2024-02-28T00:00:00.000000000", + "2024-02-29T00:00:00.000000000", + "2024-03-01T00:00:00.000000000", + "2024-03-04T00:00:00.000000000", + "2024-03-05T00:00:00.000000000", + "2024-03-06T00:00:00.000000000", + "2024-03-07T00:00:00.000000000", + "2024-03-08T00:00:00.000000000", + "2024-03-11T00:00:00.000000000", + "2024-03-12T00:00:00.000000000", + "2024-03-13T00:00:00.000000000", + "2024-03-14T00:00:00.000000000", + "2024-03-15T00:00:00.000000000", + "2024-03-18T00:00:00.000000000", + "2024-03-19T00:00:00.000000000", + "2024-03-20T00:00:00.000000000", + "2024-03-21T00:00:00.000000000", + "2024-03-22T00:00:00.000000000", + "2024-03-25T00:00:00.000000000", + "2024-03-26T00:00:00.000000000", + "2024-03-27T00:00:00.000000000", + "2024-03-28T00:00:00.000000000", + "2024-04-01T00:00:00.000000000", + "2024-04-02T00:00:00.000000000", + "2024-04-03T00:00:00.000000000", + "2024-04-04T00:00:00.000000000", + "2024-04-05T00:00:00.000000000", + "2024-04-08T00:00:00.000000000", + "2024-04-09T00:00:00.000000000", + "2024-04-10T00:00:00.000000000", + "2024-04-11T00:00:00.000000000", + "2024-04-12T00:00:00.000000000", + "2024-04-15T00:00:00.000000000", + "2024-04-16T00:00:00.000000000", + "2024-04-17T00:00:00.000000000", + "2024-04-18T00:00:00.000000000", + "2024-04-19T00:00:00.000000000", + "2024-04-22T00:00:00.000000000", + "2024-04-23T00:00:00.000000000", + "2024-04-24T00:00:00.000000000", + "2024-04-25T00:00:00.000000000", + "2024-04-26T00:00:00.000000000", + "2024-04-29T00:00:00.000000000", + "2024-04-30T00:00:00.000000000", + "2024-05-01T00:00:00.000000000", + "2024-05-02T00:00:00.000000000", + "2024-05-03T00:00:00.000000000", + "2024-05-06T00:00:00.000000000", + "2024-05-07T00:00:00.000000000", + "2024-05-08T00:00:00.000000000", + "2024-05-09T00:00:00.000000000", + "2024-05-10T00:00:00.000000000", + "2024-05-13T00:00:00.000000000", + "2024-05-14T00:00:00.000000000", + "2024-05-15T00:00:00.000000000", + "2024-05-16T00:00:00.000000000", + "2024-05-17T00:00:00.000000000", + "2024-05-20T00:00:00.000000000", + "2024-05-21T00:00:00.000000000", + "2024-05-22T00:00:00.000000000", + "2024-05-23T00:00:00.000000000", + "2024-05-24T00:00:00.000000000", + "2024-05-28T00:00:00.000000000", + "2024-05-29T00:00:00.000000000", + "2024-05-30T00:00:00.000000000", + "2024-05-31T00:00:00.000000000", + "2024-06-03T00:00:00.000000000", + "2024-06-04T00:00:00.000000000", + "2024-06-05T00:00:00.000000000", + "2024-06-06T00:00:00.000000000", + "2024-06-07T00:00:00.000000000", + "2024-06-10T00:00:00.000000000", + "2024-06-11T00:00:00.000000000", + "2024-06-12T00:00:00.000000000", + "2024-06-13T00:00:00.000000000", + "2024-06-14T00:00:00.000000000", + "2024-06-17T00:00:00.000000000", + "2024-06-18T00:00:00.000000000", + "2024-06-20T00:00:00.000000000", + "2024-06-21T00:00:00.000000000", + "2024-06-24T00:00:00.000000000", + "2024-06-25T00:00:00.000000000", + "2024-06-26T00:00:00.000000000", + "2024-06-27T00:00:00.000000000", + "2024-06-28T00:00:00.000000000", + "2024-07-01T00:00:00.000000000", + "2024-07-02T00:00:00.000000000", + "2024-07-03T00:00:00.000000000", + "2024-07-05T00:00:00.000000000", + "2024-07-08T00:00:00.000000000", + "2024-07-09T00:00:00.000000000", + "2024-07-10T00:00:00.000000000", + "2024-07-11T00:00:00.000000000", + "2024-07-12T00:00:00.000000000", + "2024-07-15T00:00:00.000000000", + "2024-07-16T00:00:00.000000000", + "2024-07-17T00:00:00.000000000", + "2024-07-18T00:00:00.000000000", + "2024-07-19T00:00:00.000000000", + "2024-07-22T00:00:00.000000000", + "2024-07-23T00:00:00.000000000", + "2024-07-24T00:00:00.000000000", + "2024-07-25T00:00:00.000000000", + "2024-07-26T00:00:00.000000000", + "2024-07-29T00:00:00.000000000", + "2024-07-30T00:00:00.000000000", + "2024-07-31T00:00:00.000000000", + "2024-08-01T00:00:00.000000000", + "2024-08-02T00:00:00.000000000", + "2024-08-05T00:00:00.000000000", + "2024-08-06T00:00:00.000000000", + "2024-08-07T00:00:00.000000000", + "2024-08-08T00:00:00.000000000", + "2024-08-09T00:00:00.000000000", + "2024-08-12T00:00:00.000000000", + "2024-08-13T00:00:00.000000000", + "2024-08-14T00:00:00.000000000", + "2024-08-15T00:00:00.000000000", + "2024-08-16T00:00:00.000000000", + "2024-08-19T00:00:00.000000000", + "2024-08-20T00:00:00.000000000", + "2024-08-21T00:00:00.000000000", + "2024-08-22T00:00:00.000000000", + "2024-08-23T00:00:00.000000000", + "2024-08-26T00:00:00.000000000", + "2024-08-27T00:00:00.000000000", + "2024-08-28T00:00:00.000000000", + "2024-08-29T00:00:00.000000000", + "2024-08-30T00:00:00.000000000", + "2024-09-03T00:00:00.000000000", + "2024-09-04T00:00:00.000000000", + "2024-09-05T00:00:00.000000000", + "2024-09-06T00:00:00.000000000", + "2024-09-09T00:00:00.000000000", + "2024-09-10T00:00:00.000000000", + "2024-09-11T00:00:00.000000000", + "2024-09-12T00:00:00.000000000", + "2024-09-13T00:00:00.000000000", + "2024-09-16T00:00:00.000000000", + "2024-09-17T00:00:00.000000000", + "2024-09-18T00:00:00.000000000", + "2024-09-19T00:00:00.000000000", + "2024-09-20T00:00:00.000000000", + "2024-09-23T00:00:00.000000000", + "2024-09-24T00:00:00.000000000", + "2024-09-25T00:00:00.000000000", + "2024-09-26T00:00:00.000000000", + "2024-09-27T00:00:00.000000000", + "2024-09-30T00:00:00.000000000", + "2024-10-01T00:00:00.000000000", + "2024-10-02T00:00:00.000000000", + "2024-10-03T00:00:00.000000000", + "2024-10-04T00:00:00.000000000", + "2024-10-07T00:00:00.000000000", + "2024-10-08T00:00:00.000000000", + "2024-10-09T00:00:00.000000000", + "2024-10-10T00:00:00.000000000", + "2024-10-11T00:00:00.000000000", + "2024-10-14T00:00:00.000000000", + "2024-10-15T00:00:00.000000000", + "2024-10-16T00:00:00.000000000", + "2024-10-17T00:00:00.000000000", + "2024-10-18T00:00:00.000000000", + "2024-10-21T00:00:00.000000000", + "2024-10-22T00:00:00.000000000", + "2024-10-23T00:00:00.000000000", + "2024-10-24T00:00:00.000000000", + "2024-10-25T00:00:00.000000000", + "2024-10-28T00:00:00.000000000", + "2024-10-29T00:00:00.000000000", + "2024-10-30T00:00:00.000000000", + "2024-10-31T00:00:00.000000000", + "2024-11-01T00:00:00.000000000", + "2024-11-04T00:00:00.000000000", + "2024-11-05T00:00:00.000000000", + "2024-11-06T00:00:00.000000000", + "2024-11-07T00:00:00.000000000", + "2024-11-08T00:00:00.000000000", + "2024-11-11T00:00:00.000000000", + "2024-11-12T00:00:00.000000000", + "2024-11-13T00:00:00.000000000", + "2024-11-14T00:00:00.000000000", + "2024-11-15T00:00:00.000000000", + "2024-11-18T00:00:00.000000000", + "2024-11-19T00:00:00.000000000", + "2024-11-20T00:00:00.000000000", + "2024-11-21T00:00:00.000000000", + "2024-11-22T00:00:00.000000000", + "2024-11-25T00:00:00.000000000", + "2024-11-26T00:00:00.000000000", + "2024-11-27T00:00:00.000000000", + "2024-11-29T00:00:00.000000000", + "2024-12-02T00:00:00.000000000", + "2024-12-03T00:00:00.000000000", + "2024-12-04T00:00:00.000000000", + "2024-12-05T00:00:00.000000000", + "2024-12-06T00:00:00.000000000", + "2024-12-09T00:00:00.000000000", + "2024-12-10T00:00:00.000000000", + "2024-12-11T00:00:00.000000000", + "2024-12-12T00:00:00.000000000", + "2024-12-13T00:00:00.000000000", + "2024-12-16T00:00:00.000000000", + "2024-12-17T00:00:00.000000000", + "2024-12-18T00:00:00.000000000", + "2024-12-19T00:00:00.000000000", + "2024-12-20T00:00:00.000000000", + "2024-12-23T00:00:00.000000000", + "2024-12-24T00:00:00.000000000", + "2024-12-26T00:00:00.000000000", + "2024-12-27T00:00:00.000000000", + "2024-12-30T00:00:00.000000000", + "2024-12-31T00:00:00.000000000", + "2025-01-02T00:00:00.000000000", + "2025-01-03T00:00:00.000000000", + "2025-01-06T00:00:00.000000000", + "2025-01-07T00:00:00.000000000", + "2025-01-08T00:00:00.000000000", + "2025-01-10T00:00:00.000000000", + "2025-01-13T00:00:00.000000000", + "2025-01-14T00:00:00.000000000", + "2025-01-15T00:00:00.000000000", + "2025-01-16T00:00:00.000000000", + "2025-01-17T00:00:00.000000000", + "2025-01-21T00:00:00.000000000", + "2025-01-22T00:00:00.000000000", + "2025-01-23T00:00:00.000000000", + "2025-01-24T00:00:00.000000000", + "2025-01-27T00:00:00.000000000", + "2025-01-28T00:00:00.000000000", + "2025-01-29T00:00:00.000000000", + "2025-01-30T00:00:00.000000000", + "2025-01-31T00:00:00.000000000", + "2025-02-03T00:00:00.000000000", + "2025-02-04T00:00:00.000000000", + "2025-02-05T00:00:00.000000000", + "2025-02-06T00:00:00.000000000", + "2025-02-07T00:00:00.000000000", + "2025-02-10T00:00:00.000000000", + "2025-02-11T00:00:00.000000000", + "2025-02-12T00:00:00.000000000", + "2025-02-13T00:00:00.000000000", + "2025-02-14T00:00:00.000000000", + "2025-02-18T00:00:00.000000000", + "2025-02-19T00:00:00.000000000", + "2025-02-20T00:00:00.000000000", + "2025-02-21T00:00:00.000000000", + "2025-02-24T00:00:00.000000000", + "2025-02-25T00:00:00.000000000", + "2025-02-26T00:00:00.000000000", + "2025-02-27T00:00:00.000000000", + "2025-02-28T00:00:00.000000000", + "2025-03-03T00:00:00.000000000", + "2025-03-04T00:00:00.000000000", + "2025-03-05T00:00:00.000000000", + "2025-03-06T00:00:00.000000000", + "2025-03-07T00:00:00.000000000", + "2025-03-10T00:00:00.000000000", + "2025-03-11T00:00:00.000000000", + "2025-03-12T00:00:00.000000000", + "2025-03-13T00:00:00.000000000", + "2025-03-14T00:00:00.000000000", + "2025-03-17T00:00:00.000000000", + "2025-03-18T00:00:00.000000000", + "2025-03-19T00:00:00.000000000", + "2025-03-20T00:00:00.000000000", + "2025-03-21T00:00:00.000000000", + "2025-03-24T00:00:00.000000000", + "2025-03-25T00:00:00.000000000", + "2025-03-26T00:00:00.000000000", + "2025-03-27T00:00:00.000000000", + "2025-03-28T00:00:00.000000000", + "2025-03-31T00:00:00.000000000", + "2025-04-01T00:00:00.000000000", + "2025-04-02T00:00:00.000000000", + "2025-04-03T00:00:00.000000000", + "2025-04-04T00:00:00.000000000", + "2025-04-07T00:00:00.000000000", + "2025-04-08T00:00:00.000000000", + "2025-04-09T00:00:00.000000000", + "2025-04-10T00:00:00.000000000", + "2025-04-11T00:00:00.000000000", + "2025-04-14T00:00:00.000000000", + "2025-04-15T00:00:00.000000000", + "2025-04-16T00:00:00.000000000", + "2025-04-17T00:00:00.000000000", + "2025-04-21T00:00:00.000000000", + "2025-04-22T00:00:00.000000000", + "2025-04-23T00:00:00.000000000", + "2025-04-24T00:00:00.000000000", + "2025-04-25T00:00:00.000000000", + "2025-04-28T00:00:00.000000000", + "2025-04-29T00:00:00.000000000", + "2025-04-30T00:00:00.000000000", + "2025-05-01T00:00:00.000000000", + "2025-05-02T00:00:00.000000000", + "2025-05-05T00:00:00.000000000", + "2025-05-06T00:00:00.000000000", + "2025-05-07T00:00:00.000000000", + "2025-05-08T00:00:00.000000000", + "2025-05-09T00:00:00.000000000", + "2025-05-12T00:00:00.000000000", + "2025-05-13T00:00:00.000000000", + "2025-05-14T00:00:00.000000000", + "2025-05-15T00:00:00.000000000", + "2025-05-16T00:00:00.000000000", + "2025-05-19T00:00:00.000000000", + "2025-05-20T00:00:00.000000000", + "2025-05-21T00:00:00.000000000", + "2025-05-22T00:00:00.000000000", + "2025-05-23T00:00:00.000000000", + "2025-05-27T00:00:00.000000000", + "2025-05-28T00:00:00.000000000", + "2025-05-29T00:00:00.000000000", + "2025-05-30T00:00:00.000000000", + "2025-06-02T00:00:00.000000000", + "2025-06-03T00:00:00.000000000", + "2025-06-04T00:00:00.000000000", + "2025-06-05T00:00:00.000000000", + "2025-06-06T00:00:00.000000000", + "2025-06-09T00:00:00.000000000", + "2025-06-10T00:00:00.000000000", + "2025-06-11T00:00:00.000000000", + "2025-06-12T00:00:00.000000000", + "2025-06-13T00:00:00.000000000", + "2025-06-16T00:00:00.000000000", + "2025-06-17T00:00:00.000000000", + "2025-06-18T00:00:00.000000000", + "2025-06-20T00:00:00.000000000", + "2025-06-23T00:00:00.000000000", + "2025-06-24T00:00:00.000000000", + "2025-06-25T00:00:00.000000000", + "2025-06-26T00:00:00.000000000", + "2025-06-27T00:00:00.000000000", + "2025-06-30T00:00:00.000000000", + "2025-07-01T00:00:00.000000000", + "2025-07-02T00:00:00.000000000", + "2025-07-03T00:00:00.000000000", + "2025-07-07T00:00:00.000000000", + "2025-07-08T00:00:00.000000000", + "2025-07-09T00:00:00.000000000", + "2025-07-10T00:00:00.000000000", + "2025-07-11T00:00:00.000000000", + "2025-07-14T00:00:00.000000000", + "2025-07-15T00:00:00.000000000", + "2025-07-16T00:00:00.000000000", + "2025-07-17T00:00:00.000000000", + "2025-07-18T00:00:00.000000000", + "2025-07-21T00:00:00.000000000", + "2025-07-22T00:00:00.000000000", + "2025-07-23T00:00:00.000000000", + "2025-07-24T00:00:00.000000000", + "2025-07-25T00:00:00.000000000", + "2025-07-28T00:00:00.000000000", + "2025-07-29T00:00:00.000000000", + "2025-07-30T00:00:00.000000000", + "2025-07-31T00:00:00.000000000", + "2025-08-01T00:00:00.000000000", + "2025-08-04T00:00:00.000000000", + "2025-08-05T00:00:00.000000000", + "2025-08-06T00:00:00.000000000", + "2025-08-07T00:00:00.000000000", + "2025-08-08T00:00:00.000000000", + "2025-08-11T00:00:00.000000000", + "2025-08-12T00:00:00.000000000", + "2025-08-13T00:00:00.000000000", + "2025-08-14T00:00:00.000000000", + "2025-08-15T00:00:00.000000000", + "2025-08-18T00:00:00.000000000", + "2025-08-19T00:00:00.000000000", + "2025-08-20T00:00:00.000000000", + "2025-08-21T00:00:00.000000000", + "2025-08-22T00:00:00.000000000", + "2025-08-25T00:00:00.000000000", + "2025-08-26T00:00:00.000000000", + "2025-08-27T00:00:00.000000000", + "2025-08-28T00:00:00.000000000", + "2025-08-29T00:00:00.000000000", + "2025-09-02T00:00:00.000000000", + "2025-09-03T00:00:00.000000000", + "2025-09-04T00:00:00.000000000", + "2025-09-05T00:00:00.000000000", + "2025-09-08T00:00:00.000000000", + "2025-09-09T00:00:00.000000000", + "2025-09-10T00:00:00.000000000", + "2025-09-11T00:00:00.000000000", + "2025-09-12T00:00:00.000000000", + "2025-09-15T00:00:00.000000000", + "2025-09-16T00:00:00.000000000", + "2025-09-17T00:00:00.000000000", + "2025-09-18T00:00:00.000000000", + "2025-09-19T00:00:00.000000000", + "2025-09-22T00:00:00.000000000", + "2025-09-23T00:00:00.000000000", + "2025-09-24T00:00:00.000000000", + "2025-09-25T00:00:00.000000000", + "2025-09-26T00:00:00.000000000", + "2025-09-29T00:00:00.000000000", + "2025-09-30T00:00:00.000000000", + "2025-10-01T00:00:00.000000000", + "2025-10-02T00:00:00.000000000", + "2025-10-03T00:00:00.000000000", + "2025-10-06T00:00:00.000000000", + "2025-10-07T00:00:00.000000000", + "2025-10-08T00:00:00.000000000", + "2025-10-09T00:00:00.000000000", + "2025-10-10T00:00:00.000000000", + "2025-10-13T00:00:00.000000000", + "2025-10-14T00:00:00.000000000", + "2025-10-15T00:00:00.000000000", + "2025-10-16T00:00:00.000000000", + "2025-10-17T00:00:00.000000000", + "2025-10-20T00:00:00.000000000", + "2025-10-21T00:00:00.000000000", + "2025-10-22T00:00:00.000000000", + "2025-10-23T00:00:00.000000000", + "2025-10-24T00:00:00.000000000", + "2025-10-27T00:00:00.000000000", + "2025-10-28T00:00:00.000000000", + "2025-10-29T00:00:00.000000000", + "2025-10-30T00:00:00.000000000", + "2025-10-31T00:00:00.000000000", + "2025-11-03T00:00:00.000000000", + "2025-11-04T00:00:00.000000000", + "2025-11-05T00:00:00.000000000", + "2025-11-06T00:00:00.000000000", + "2025-11-07T00:00:00.000000000", + "2025-11-10T00:00:00.000000000", + "2025-11-11T00:00:00.000000000", + "2025-11-12T00:00:00.000000000", + "2025-11-13T00:00:00.000000000", + "2025-11-14T00:00:00.000000000", + "2025-11-17T00:00:00.000000000", + "2025-11-18T00:00:00.000000000", + "2025-11-19T00:00:00.000000000", + "2025-11-20T00:00:00.000000000", + "2025-11-21T00:00:00.000000000", + "2025-11-24T00:00:00.000000000", + "2025-11-25T00:00:00.000000000", + "2025-11-26T00:00:00.000000000", + "2025-11-28T00:00:00.000000000", + "2025-12-01T00:00:00.000000000", + "2025-12-02T00:00:00.000000000", + "2025-12-03T00:00:00.000000000", + "2025-12-04T00:00:00.000000000", + "2025-12-05T00:00:00.000000000", + "2025-12-08T00:00:00.000000000", + "2025-12-09T00:00:00.000000000", + "2025-12-10T00:00:00.000000000", + "2025-12-11T00:00:00.000000000", + "2025-12-12T00:00:00.000000000", + "2025-12-15T00:00:00.000000000", + "2025-12-16T00:00:00.000000000", + "2025-12-17T00:00:00.000000000", + "2025-12-18T00:00:00.000000000", + "2025-12-19T00:00:00.000000000", + "2025-12-22T00:00:00.000000000", + "2025-12-23T00:00:00.000000000", + "2025-12-24T00:00:00.000000000", + "2025-12-26T00:00:00.000000000", + "2025-12-29T00:00:00.000000000", + "2025-12-30T00:00:00.000000000", + "2025-12-31T00:00:00.000000000", + "2026-01-02T00:00:00.000000000", + "2026-01-05T00:00:00.000000000", + "2026-01-06T00:00:00.000000000", + "2026-01-07T00:00:00.000000000", + "2026-01-08T00:00:00.000000000", + "2026-01-09T00:00:00.000000000", + "2026-01-12T00:00:00.000000000", + "2026-01-13T00:00:00.000000000", + "2026-01-14T00:00:00.000000000", + "2026-01-15T00:00:00.000000000", + "2026-01-16T00:00:00.000000000", + "2026-01-20T00:00:00.000000000", + "2026-01-21T00:00:00.000000000", + "2026-01-22T00:00:00.000000000", + "2026-01-23T00:00:00.000000000", + "2026-01-26T00:00:00.000000000", + "2026-01-27T00:00:00.000000000", + "2026-01-28T00:00:00.000000000", + "2026-01-29T00:00:00.000000000", + "2026-01-30T00:00:00.000000000", + "2026-02-02T00:00:00.000000000", + "2026-02-03T00:00:00.000000000", + "2026-02-04T00:00:00.000000000", + "2026-02-05T00:00:00.000000000", + "2026-02-06T00:00:00.000000000", + "2026-02-09T00:00:00.000000000", + "2026-02-10T00:00:00.000000000", + "2026-02-11T00:00:00.000000000", + "2026-02-12T00:00:00.000000000", + "2026-02-13T00:00:00.000000000", + "2026-02-17T00:00:00.000000000", + "2026-02-18T00:00:00.000000000", + "2026-02-19T00:00:00.000000000", + "2026-02-20T00:00:00.000000000", + "2026-02-23T00:00:00.000000000", + "2026-02-24T00:00:00.000000000", + "2026-02-25T00:00:00.000000000", + "2026-02-26T00:00:00.000000000", + "2026-02-27T00:00:00.000000000", + "2026-03-02T00:00:00.000000000", + "2026-03-03T00:00:00.000000000", + "2026-03-04T00:00:00.000000000", + "2026-03-05T00:00:00.000000000", + "2026-03-06T00:00:00.000000000", + "2026-03-09T00:00:00.000000000", + "2026-03-10T00:00:00.000000000", + "2026-03-11T00:00:00.000000000", + "2026-03-12T00:00:00.000000000", + "2026-03-13T00:00:00.000000000", + "2026-03-16T00:00:00.000000000", + "2026-03-17T00:00:00.000000000", + "2026-03-18T00:00:00.000000000", + "2026-03-19T00:00:00.000000000", + "2026-03-20T00:00:00.000000000", + "2026-03-23T00:00:00.000000000", + "2026-03-24T00:00:00.000000000", + "2026-03-25T00:00:00.000000000", + "2026-03-26T00:00:00.000000000", + "2026-03-27T00:00:00.000000000", + "2026-03-30T00:00:00.000000000", + "2026-03-31T00:00:00.000000000", + "2026-04-01T00:00:00.000000000", + "2026-04-02T00:00:00.000000000", + "2026-04-06T00:00:00.000000000", + "2026-04-07T00:00:00.000000000", + "2026-04-08T00:00:00.000000000", + "2026-04-09T00:00:00.000000000", + "2026-04-10T00:00:00.000000000", + "2026-04-13T00:00:00.000000000", + "2026-04-14T00:00:00.000000000", + "2026-04-15T00:00:00.000000000", + "2026-04-16T00:00:00.000000000", + "2026-04-17T00:00:00.000000000", + "2026-04-20T00:00:00.000000000", + "2026-04-21T00:00:00.000000000", + "2026-04-22T00:00:00.000000000", + "2026-04-23T00:00:00.000000000", + "2026-04-24T00:00:00.000000000", + "2026-04-27T00:00:00.000000000", + "2026-04-28T00:00:00.000000000", + "2026-04-29T00:00:00.000000000", + "2026-04-30T00:00:00.000000000", + "2026-05-01T00:00:00.000000000", + "2026-05-04T00:00:00.000000000", + "2026-05-05T00:00:00.000000000", + "2026-05-06T00:00:00.000000000", + "2026-05-07T00:00:00.000000000", + "2026-05-08T00:00:00.000000000", + "2026-05-11T00:00:00.000000000", + "2026-05-12T00:00:00.000000000", + "2026-05-13T00:00:00.000000000", + "2026-05-14T00:00:00.000000000", + "2026-05-15T00:00:00.000000000", + "2026-05-18T00:00:00.000000000", + "2026-05-19T00:00:00.000000000", + "2026-05-20T00:00:00.000000000", + "2026-05-21T00:00:00.000000000", + "2026-05-22T00:00:00.000000000", + "2026-05-25T00:00:00.000000000", + "2026-05-26T00:00:00.000000000", + "2026-05-27T00:00:00.000000000", + "2026-05-28T00:00:00.000000000", + "2026-05-29T00:00:00.000000000", + "2026-06-01T00:00:00.000000000", + "2026-06-02T00:00:00.000000000", + "2026-06-03T00:00:00.000000000", + "2026-06-04T00:00:00.000000000", + "2026-06-05T00:00:00.000000000", + "2026-06-08T00:00:00.000000000", + "2026-06-09T00:00:00.000000000", + "2026-06-10T00:00:00.000000000", + "2026-06-11T00:00:00.000000000", + "2026-06-12T00:00:00.000000000", + "2026-06-15T00:00:00.000000000", + "2026-06-16T00:00:00.000000000", + "2026-06-17T00:00:00.000000000", + "2026-06-18T00:00:00.000000000", + "2026-06-22T00:00:00.000000000", + "2026-06-23T00:00:00.000000000", + "2026-06-24T00:00:00.000000000", + "2026-06-25T00:00:00.000000000", + "2026-06-26T00:00:00.000000000", + "2026-06-29T00:00:00.000000000", + "2026-06-30T00:00:00.000000000", + "2026-07-01T00:00:00.000000000", + "2026-07-02T00:00:00.000000000", + "2026-07-06T00:00:00.000000000", + "2026-07-07T00:00:00.000000000", + "2026-07-08T00:00:00.000000000", + "2026-07-09T00:00:00.000000000", + "2026-07-10T00:00:00.000000000", + "2026-07-13T00:00:00.000000000", + "2026-07-14T00:00:00.000000000", + "2026-07-15T00:00:00.000000000", + "2026-07-16T00:00:00.000000000", + "2026-07-17T00:00:00.000000000", + "2026-07-20T00:00:00.000000000", + "2026-07-21T00:00:00.000000000", + "2026-07-22T00:00:00.000000000", + "2026-07-23T00:00:00.000000000", + "2026-07-24T00:00:00.000000000", + "2026-07-27T00:00:00.000000000", + "2026-07-28T00:00:00.000000000", + "2026-07-29T00:00:00.000000000", + "2026-07-30T00:00:00.000000000", + "2026-07-31T00:00:00.000000000", + "2026-08-03T00:00:00.000000000", + "2026-08-04T00:00:00.000000000", + "2026-08-05T00:00:00.000000000" + ], + "xaxis": "x9", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y9" + }, + { + "line": { + "color": "#008300", + "width": 1.2 + }, + "mode": "lines", + "name": "vix_log_ret_1b_l1b", + "showlegend": false, + "type": "scatter", + "x": [ + "2016-01-06T00:00:00.000000000", + "2016-01-07T00:00:00.000000000", + "2016-01-08T00:00:00.000000000", + "2016-01-11T00:00:00.000000000", + "2016-01-12T00:00:00.000000000", + "2016-01-13T00:00:00.000000000", + "2016-01-14T00:00:00.000000000", + "2016-01-15T00:00:00.000000000", + "2016-01-19T00:00:00.000000000", + "2016-01-20T00:00:00.000000000", + "2016-01-21T00:00:00.000000000", + "2016-01-22T00:00:00.000000000", + "2016-01-25T00:00:00.000000000", + "2016-01-26T00:00:00.000000000", + "2016-01-27T00:00:00.000000000", + "2016-01-28T00:00:00.000000000", + "2016-01-29T00:00:00.000000000", + "2016-02-01T00:00:00.000000000", + "2016-02-02T00:00:00.000000000", + "2016-02-03T00:00:00.000000000", + "2016-02-04T00:00:00.000000000", + "2016-02-05T00:00:00.000000000", + "2016-02-08T00:00:00.000000000", + "2016-02-09T00:00:00.000000000", + "2016-02-10T00:00:00.000000000", + "2016-02-11T00:00:00.000000000", + "2016-02-12T00:00:00.000000000", + "2016-02-16T00:00:00.000000000", + "2016-02-17T00:00:00.000000000", + "2016-02-18T00:00:00.000000000", + "2016-02-19T00:00:00.000000000", + "2016-02-22T00:00:00.000000000", + "2016-02-23T00:00:00.000000000", + "2016-02-24T00:00:00.000000000", + "2016-02-25T00:00:00.000000000", + "2016-02-26T00:00:00.000000000", + "2016-02-29T00:00:00.000000000", + "2016-03-01T00:00:00.000000000", + "2016-03-02T00:00:00.000000000", + "2016-03-03T00:00:00.000000000", + "2016-03-04T00:00:00.000000000", + "2016-03-07T00:00:00.000000000", + "2016-03-08T00:00:00.000000000", + "2016-03-09T00:00:00.000000000", + "2016-03-10T00:00:00.000000000", + "2016-03-11T00:00:00.000000000", + "2016-03-14T00:00:00.000000000", + "2016-03-15T00:00:00.000000000", + "2016-03-16T00:00:00.000000000", + "2016-03-17T00:00:00.000000000", + "2016-03-18T00:00:00.000000000", + "2016-03-21T00:00:00.000000000", + "2016-03-22T00:00:00.000000000", + "2016-03-23T00:00:00.000000000", + "2016-03-24T00:00:00.000000000", + "2016-03-28T00:00:00.000000000", + "2016-03-29T00:00:00.000000000", + "2016-03-30T00:00:00.000000000", + "2016-03-31T00:00:00.000000000", + "2016-04-01T00:00:00.000000000", + "2016-04-04T00:00:00.000000000", + "2016-04-05T00:00:00.000000000", + "2016-04-06T00:00:00.000000000", + "2016-04-07T00:00:00.000000000", + "2016-04-08T00:00:00.000000000", + "2016-04-11T00:00:00.000000000", + "2016-04-12T00:00:00.000000000", + "2016-04-13T00:00:00.000000000", + "2016-04-14T00:00:00.000000000", + "2016-04-15T00:00:00.000000000", + "2016-04-18T00:00:00.000000000", + "2016-04-19T00:00:00.000000000", + "2016-04-20T00:00:00.000000000", + "2016-04-21T00:00:00.000000000", + "2016-04-22T00:00:00.000000000", + "2016-04-25T00:00:00.000000000", + "2016-04-26T00:00:00.000000000", + "2016-04-27T00:00:00.000000000", + "2016-04-28T00:00:00.000000000", + "2016-04-29T00:00:00.000000000", + "2016-05-02T00:00:00.000000000", + "2016-05-03T00:00:00.000000000", + "2016-05-04T00:00:00.000000000", + "2016-05-05T00:00:00.000000000", + "2016-05-06T00:00:00.000000000", + "2016-05-09T00:00:00.000000000", + "2016-05-10T00:00:00.000000000", + "2016-05-11T00:00:00.000000000", + "2016-05-12T00:00:00.000000000", + "2016-05-13T00:00:00.000000000", + "2016-05-16T00:00:00.000000000", + "2016-05-17T00:00:00.000000000", + "2016-05-18T00:00:00.000000000", + "2016-05-19T00:00:00.000000000", + "2016-05-20T00:00:00.000000000", + "2016-05-23T00:00:00.000000000", + "2016-05-24T00:00:00.000000000", + "2016-05-25T00:00:00.000000000", + "2016-05-26T00:00:00.000000000", + "2016-05-27T00:00:00.000000000", + "2016-05-31T00:00:00.000000000", + "2016-06-01T00:00:00.000000000", + "2016-06-02T00:00:00.000000000", + "2016-06-03T00:00:00.000000000", + "2016-06-06T00:00:00.000000000", + "2016-06-07T00:00:00.000000000", + "2016-06-08T00:00:00.000000000", + "2016-06-09T00:00:00.000000000", + "2016-06-10T00:00:00.000000000", + "2016-06-13T00:00:00.000000000", + "2016-06-14T00:00:00.000000000", + "2016-06-15T00:00:00.000000000", + "2016-06-16T00:00:00.000000000", + "2016-06-17T00:00:00.000000000", + "2016-06-20T00:00:00.000000000", + "2016-06-21T00:00:00.000000000", + "2016-06-22T00:00:00.000000000", + "2016-06-23T00:00:00.000000000", + "2016-06-24T00:00:00.000000000", + "2016-06-27T00:00:00.000000000", + "2016-06-28T00:00:00.000000000", + "2016-06-29T00:00:00.000000000", + "2016-06-30T00:00:00.000000000", + "2016-07-01T00:00:00.000000000", + "2016-07-05T00:00:00.000000000", + "2016-07-06T00:00:00.000000000", + "2016-07-07T00:00:00.000000000", + "2016-07-08T00:00:00.000000000", + "2016-07-11T00:00:00.000000000", + "2016-07-12T00:00:00.000000000", + "2016-07-13T00:00:00.000000000", + "2016-07-14T00:00:00.000000000", + "2016-07-15T00:00:00.000000000", + "2016-07-18T00:00:00.000000000", + "2016-07-19T00:00:00.000000000", + "2016-07-20T00:00:00.000000000", + "2016-07-21T00:00:00.000000000", + "2016-07-22T00:00:00.000000000", + "2016-07-25T00:00:00.000000000", + "2016-07-26T00:00:00.000000000", + "2016-07-27T00:00:00.000000000", + "2016-07-28T00:00:00.000000000", + "2016-07-29T00:00:00.000000000", + "2016-08-01T00:00:00.000000000", + "2016-08-02T00:00:00.000000000", + "2016-08-03T00:00:00.000000000", + "2016-08-04T00:00:00.000000000", + "2016-08-05T00:00:00.000000000", + "2016-08-08T00:00:00.000000000", + "2016-08-09T00:00:00.000000000", + "2016-08-10T00:00:00.000000000", + "2016-08-11T00:00:00.000000000", + "2016-08-12T00:00:00.000000000", + "2016-08-15T00:00:00.000000000", + "2016-08-16T00:00:00.000000000", + "2016-08-17T00:00:00.000000000", + "2016-08-18T00:00:00.000000000", + "2016-08-19T00:00:00.000000000", + "2016-08-22T00:00:00.000000000", + "2016-08-23T00:00:00.000000000", + "2016-08-24T00:00:00.000000000", + "2016-08-25T00:00:00.000000000", + "2016-08-26T00:00:00.000000000", + "2016-08-29T00:00:00.000000000", + "2016-08-30T00:00:00.000000000", + "2016-08-31T00:00:00.000000000", + "2016-09-01T00:00:00.000000000", + "2016-09-02T00:00:00.000000000", + "2016-09-06T00:00:00.000000000", + "2016-09-07T00:00:00.000000000", + "2016-09-08T00:00:00.000000000", + "2016-09-09T00:00:00.000000000", + "2016-09-12T00:00:00.000000000", + "2016-09-13T00:00:00.000000000", + "2016-09-14T00:00:00.000000000", + "2016-09-15T00:00:00.000000000", + "2016-09-16T00:00:00.000000000", + "2016-09-19T00:00:00.000000000", + "2016-09-20T00:00:00.000000000", + "2016-09-21T00:00:00.000000000", + "2016-09-22T00:00:00.000000000", + "2016-09-23T00:00:00.000000000", + "2016-09-26T00:00:00.000000000", + "2016-09-27T00:00:00.000000000", + "2016-09-28T00:00:00.000000000", + "2016-09-29T00:00:00.000000000", + "2016-09-30T00:00:00.000000000", + "2016-10-03T00:00:00.000000000", + "2016-10-04T00:00:00.000000000", + "2016-10-05T00:00:00.000000000", + "2016-10-06T00:00:00.000000000", + "2016-10-07T00:00:00.000000000", + "2016-10-10T00:00:00.000000000", + "2016-10-11T00:00:00.000000000", + "2016-10-12T00:00:00.000000000", + "2016-10-13T00:00:00.000000000", + "2016-10-14T00:00:00.000000000", + "2016-10-17T00:00:00.000000000", + "2016-10-18T00:00:00.000000000", + "2016-10-19T00:00:00.000000000", + "2016-10-20T00:00:00.000000000", + "2016-10-21T00:00:00.000000000", + "2016-10-24T00:00:00.000000000", + "2016-10-25T00:00:00.000000000", + "2016-10-26T00:00:00.000000000", + "2016-10-27T00:00:00.000000000", + "2016-10-28T00:00:00.000000000", + "2016-10-31T00:00:00.000000000", + "2016-11-01T00:00:00.000000000", + "2016-11-02T00:00:00.000000000", + "2016-11-03T00:00:00.000000000", + "2016-11-04T00:00:00.000000000", + "2016-11-07T00:00:00.000000000", + "2016-11-08T00:00:00.000000000", + "2016-11-09T00:00:00.000000000", + "2016-11-10T00:00:00.000000000", + "2016-11-11T00:00:00.000000000", + "2016-11-14T00:00:00.000000000", + "2016-11-15T00:00:00.000000000", + "2016-11-16T00:00:00.000000000", + "2016-11-17T00:00:00.000000000", + "2016-11-18T00:00:00.000000000", + "2016-11-21T00:00:00.000000000", + "2016-11-22T00:00:00.000000000", + "2016-11-23T00:00:00.000000000", + "2016-11-25T00:00:00.000000000", + "2016-11-28T00:00:00.000000000", + "2016-11-29T00:00:00.000000000", + "2016-11-30T00:00:00.000000000", + "2016-12-01T00:00:00.000000000", + "2016-12-02T00:00:00.000000000", + "2016-12-05T00:00:00.000000000", + "2016-12-06T00:00:00.000000000", + "2016-12-07T00:00:00.000000000", + "2016-12-08T00:00:00.000000000", + "2016-12-09T00:00:00.000000000", + "2016-12-12T00:00:00.000000000", + "2016-12-13T00:00:00.000000000", + "2016-12-14T00:00:00.000000000", + "2016-12-15T00:00:00.000000000", + "2016-12-16T00:00:00.000000000", + "2016-12-19T00:00:00.000000000", + "2016-12-20T00:00:00.000000000", + "2016-12-21T00:00:00.000000000", + "2016-12-22T00:00:00.000000000", + "2016-12-23T00:00:00.000000000", + "2016-12-27T00:00:00.000000000", + "2016-12-28T00:00:00.000000000", + "2016-12-29T00:00:00.000000000", + "2016-12-30T00:00:00.000000000", + "2017-01-03T00:00:00.000000000", + "2017-01-04T00:00:00.000000000", + "2017-01-05T00:00:00.000000000", + "2017-01-06T00:00:00.000000000", + "2017-01-09T00:00:00.000000000", + "2017-01-10T00:00:00.000000000", + "2017-01-11T00:00:00.000000000", + "2017-01-12T00:00:00.000000000", + "2017-01-13T00:00:00.000000000", + "2017-01-17T00:00:00.000000000", + "2017-01-18T00:00:00.000000000", + "2017-01-19T00:00:00.000000000", + "2017-01-20T00:00:00.000000000", + "2017-01-23T00:00:00.000000000", + "2017-01-24T00:00:00.000000000", + "2017-01-25T00:00:00.000000000", + "2017-01-26T00:00:00.000000000", + "2017-01-27T00:00:00.000000000", + "2017-01-30T00:00:00.000000000", + "2017-01-31T00:00:00.000000000", + "2017-02-01T00:00:00.000000000", + "2017-02-02T00:00:00.000000000", + "2017-02-03T00:00:00.000000000", + "2017-02-06T00:00:00.000000000", + "2017-02-07T00:00:00.000000000", + "2017-02-08T00:00:00.000000000", + "2017-02-09T00:00:00.000000000", + "2017-02-10T00:00:00.000000000", + "2017-02-13T00:00:00.000000000", + "2017-02-14T00:00:00.000000000", + "2017-02-15T00:00:00.000000000", + "2017-02-16T00:00:00.000000000", + "2017-02-17T00:00:00.000000000", + "2017-02-21T00:00:00.000000000", + "2017-02-22T00:00:00.000000000", + "2017-02-23T00:00:00.000000000", + "2017-02-24T00:00:00.000000000", + "2017-02-27T00:00:00.000000000", + "2017-02-28T00:00:00.000000000", + "2017-03-01T00:00:00.000000000", + "2017-03-02T00:00:00.000000000", + "2017-03-03T00:00:00.000000000", + "2017-03-06T00:00:00.000000000", + "2017-03-07T00:00:00.000000000", + "2017-03-08T00:00:00.000000000", + "2017-03-09T00:00:00.000000000", + "2017-03-10T00:00:00.000000000", + "2017-03-13T00:00:00.000000000", + "2017-03-14T00:00:00.000000000", + "2017-03-15T00:00:00.000000000", + "2017-03-16T00:00:00.000000000", + "2017-03-17T00:00:00.000000000", + "2017-03-20T00:00:00.000000000", + "2017-03-21T00:00:00.000000000", + "2017-03-22T00:00:00.000000000", + "2017-03-23T00:00:00.000000000", + "2017-03-24T00:00:00.000000000", + "2017-03-27T00:00:00.000000000", + "2017-03-28T00:00:00.000000000", + "2017-03-29T00:00:00.000000000", + "2017-03-30T00:00:00.000000000", + "2017-03-31T00:00:00.000000000", + "2017-04-03T00:00:00.000000000", + "2017-04-04T00:00:00.000000000", + "2017-04-05T00:00:00.000000000", + "2017-04-06T00:00:00.000000000", + "2017-04-07T00:00:00.000000000", + "2017-04-10T00:00:00.000000000", + "2017-04-11T00:00:00.000000000", + "2017-04-12T00:00:00.000000000", + "2017-04-13T00:00:00.000000000", + "2017-04-17T00:00:00.000000000", + "2017-04-18T00:00:00.000000000", + "2017-04-19T00:00:00.000000000", + "2017-04-20T00:00:00.000000000", + "2017-04-21T00:00:00.000000000", + "2017-04-24T00:00:00.000000000", + "2017-04-25T00:00:00.000000000", + "2017-04-26T00:00:00.000000000", + "2017-04-27T00:00:00.000000000", + "2017-04-28T00:00:00.000000000", + "2017-05-01T00:00:00.000000000", + "2017-05-02T00:00:00.000000000", + "2017-05-03T00:00:00.000000000", + "2017-05-04T00:00:00.000000000", + "2017-05-05T00:00:00.000000000", + "2017-05-08T00:00:00.000000000", + "2017-05-09T00:00:00.000000000", + "2017-05-10T00:00:00.000000000", + "2017-05-11T00:00:00.000000000", + "2017-05-12T00:00:00.000000000", + "2017-05-15T00:00:00.000000000", + "2017-05-16T00:00:00.000000000", + "2017-05-17T00:00:00.000000000", + "2017-05-18T00:00:00.000000000", + "2017-05-19T00:00:00.000000000", + "2017-05-22T00:00:00.000000000", + "2017-05-23T00:00:00.000000000", + "2017-05-24T00:00:00.000000000", + "2017-05-25T00:00:00.000000000", + "2017-05-26T00:00:00.000000000", + "2017-05-30T00:00:00.000000000", + "2017-05-31T00:00:00.000000000", + "2017-06-01T00:00:00.000000000", + "2017-06-02T00:00:00.000000000", + "2017-06-05T00:00:00.000000000", + "2017-06-06T00:00:00.000000000", + "2017-06-07T00:00:00.000000000", + "2017-06-08T00:00:00.000000000", + "2017-06-09T00:00:00.000000000", + "2017-06-12T00:00:00.000000000", + "2017-06-13T00:00:00.000000000", + "2017-06-14T00:00:00.000000000", + "2017-06-15T00:00:00.000000000", + "2017-06-16T00:00:00.000000000", + "2017-06-19T00:00:00.000000000", + "2017-06-20T00:00:00.000000000", + "2017-06-21T00:00:00.000000000", + "2017-06-22T00:00:00.000000000", + "2017-06-23T00:00:00.000000000", + "2017-06-26T00:00:00.000000000", + "2017-06-27T00:00:00.000000000", + "2017-06-28T00:00:00.000000000", + "2017-06-29T00:00:00.000000000", + "2017-06-30T00:00:00.000000000", + "2017-07-03T00:00:00.000000000", + "2017-07-05T00:00:00.000000000", + "2017-07-06T00:00:00.000000000", + "2017-07-07T00:00:00.000000000", + "2017-07-10T00:00:00.000000000", + "2017-07-11T00:00:00.000000000", + "2017-07-12T00:00:00.000000000", + "2017-07-13T00:00:00.000000000", + "2017-07-14T00:00:00.000000000", + "2017-07-17T00:00:00.000000000", + "2017-07-18T00:00:00.000000000", + "2017-07-19T00:00:00.000000000", + "2017-07-20T00:00:00.000000000", + "2017-07-21T00:00:00.000000000", + "2017-07-24T00:00:00.000000000", + "2017-07-25T00:00:00.000000000", + "2017-07-26T00:00:00.000000000", + "2017-07-27T00:00:00.000000000", + "2017-07-28T00:00:00.000000000", + "2017-07-31T00:00:00.000000000", + "2017-08-01T00:00:00.000000000", + "2017-08-02T00:00:00.000000000", + "2017-08-03T00:00:00.000000000", + "2017-08-04T00:00:00.000000000", + "2017-08-07T00:00:00.000000000", + "2017-08-08T00:00:00.000000000", + "2017-08-09T00:00:00.000000000", + "2017-08-10T00:00:00.000000000", + "2017-08-11T00:00:00.000000000", + "2017-08-14T00:00:00.000000000", + "2017-08-15T00:00:00.000000000", + "2017-08-16T00:00:00.000000000", + "2017-08-17T00:00:00.000000000", + "2017-08-18T00:00:00.000000000", + "2017-08-21T00:00:00.000000000", + "2017-08-22T00:00:00.000000000", + "2017-08-23T00:00:00.000000000", + "2017-08-24T00:00:00.000000000", + "2017-08-25T00:00:00.000000000", + "2017-08-28T00:00:00.000000000", + "2017-08-29T00:00:00.000000000", + "2017-08-30T00:00:00.000000000", + "2017-08-31T00:00:00.000000000", + "2017-09-01T00:00:00.000000000", + "2017-09-05T00:00:00.000000000", + "2017-09-06T00:00:00.000000000", + "2017-09-07T00:00:00.000000000", + "2017-09-08T00:00:00.000000000", + "2017-09-11T00:00:00.000000000", + "2017-09-12T00:00:00.000000000", + "2017-09-13T00:00:00.000000000", + "2017-09-14T00:00:00.000000000", + "2017-09-15T00:00:00.000000000", + "2017-09-18T00:00:00.000000000", + "2017-09-19T00:00:00.000000000", + "2017-09-20T00:00:00.000000000", + "2017-09-21T00:00:00.000000000", + "2017-09-22T00:00:00.000000000", + "2017-09-25T00:00:00.000000000", + "2017-09-26T00:00:00.000000000", + "2017-09-27T00:00:00.000000000", + "2017-09-28T00:00:00.000000000", + "2017-09-29T00:00:00.000000000", + "2017-10-02T00:00:00.000000000", + "2017-10-03T00:00:00.000000000", + "2017-10-04T00:00:00.000000000", + "2017-10-05T00:00:00.000000000", + "2017-10-06T00:00:00.000000000", + "2017-10-09T00:00:00.000000000", + "2017-10-10T00:00:00.000000000", + "2017-10-11T00:00:00.000000000", + "2017-10-12T00:00:00.000000000", + "2017-10-13T00:00:00.000000000", + "2017-10-16T00:00:00.000000000", + "2017-10-17T00:00:00.000000000", + "2017-10-18T00:00:00.000000000", + "2017-10-19T00:00:00.000000000", + "2017-10-20T00:00:00.000000000", + "2017-10-23T00:00:00.000000000", + "2017-10-24T00:00:00.000000000", + "2017-10-25T00:00:00.000000000", + "2017-10-26T00:00:00.000000000", + "2017-10-27T00:00:00.000000000", + "2017-10-30T00:00:00.000000000", + "2017-10-31T00:00:00.000000000", + "2017-11-01T00:00:00.000000000", + "2017-11-02T00:00:00.000000000", + "2017-11-03T00:00:00.000000000", + "2017-11-06T00:00:00.000000000", + "2017-11-07T00:00:00.000000000", + "2017-11-08T00:00:00.000000000", + "2017-11-09T00:00:00.000000000", + "2017-11-10T00:00:00.000000000", + "2017-11-13T00:00:00.000000000", + "2017-11-14T00:00:00.000000000", + "2017-11-15T00:00:00.000000000", + "2017-11-16T00:00:00.000000000", + "2017-11-17T00:00:00.000000000", + "2017-11-20T00:00:00.000000000", + "2017-11-21T00:00:00.000000000", + "2017-11-22T00:00:00.000000000", + "2017-11-24T00:00:00.000000000", + "2017-11-27T00:00:00.000000000", + "2017-11-28T00:00:00.000000000", + "2017-11-29T00:00:00.000000000", + "2017-11-30T00:00:00.000000000", + "2017-12-01T00:00:00.000000000", + "2017-12-04T00:00:00.000000000", + "2017-12-05T00:00:00.000000000", + "2017-12-06T00:00:00.000000000", + "2017-12-07T00:00:00.000000000", + "2017-12-08T00:00:00.000000000", + "2017-12-11T00:00:00.000000000", + "2017-12-12T00:00:00.000000000", + "2017-12-13T00:00:00.000000000", + "2017-12-14T00:00:00.000000000", + "2017-12-15T00:00:00.000000000", + "2017-12-18T00:00:00.000000000", + "2017-12-19T00:00:00.000000000", + "2017-12-20T00:00:00.000000000", + "2017-12-21T00:00:00.000000000", + "2017-12-22T00:00:00.000000000", + "2017-12-26T00:00:00.000000000", + "2017-12-27T00:00:00.000000000", + "2017-12-28T00:00:00.000000000", + "2017-12-29T00:00:00.000000000", + "2018-01-02T00:00:00.000000000", + "2018-01-03T00:00:00.000000000", + "2018-01-04T00:00:00.000000000", + "2018-01-05T00:00:00.000000000", + "2018-01-08T00:00:00.000000000", + "2018-01-09T00:00:00.000000000", + "2018-01-10T00:00:00.000000000", + "2018-01-11T00:00:00.000000000", + "2018-01-12T00:00:00.000000000", + "2018-01-16T00:00:00.000000000", + "2018-01-17T00:00:00.000000000", + "2018-01-18T00:00:00.000000000", + "2018-01-19T00:00:00.000000000", + "2018-01-22T00:00:00.000000000", + "2018-01-23T00:00:00.000000000", + "2018-01-24T00:00:00.000000000", + "2018-01-25T00:00:00.000000000", + "2018-01-26T00:00:00.000000000", + "2018-01-29T00:00:00.000000000", + "2018-01-30T00:00:00.000000000", + "2018-01-31T00:00:00.000000000", + "2018-02-01T00:00:00.000000000", + "2018-02-02T00:00:00.000000000", + "2018-02-05T00:00:00.000000000", + "2018-02-06T00:00:00.000000000", + "2018-02-07T00:00:00.000000000", + "2018-02-08T00:00:00.000000000", + "2018-02-09T00:00:00.000000000", + "2018-02-12T00:00:00.000000000", + "2018-02-13T00:00:00.000000000", + "2018-02-14T00:00:00.000000000", + "2018-02-15T00:00:00.000000000", + "2018-02-16T00:00:00.000000000", + "2018-02-20T00:00:00.000000000", + "2018-02-21T00:00:00.000000000", + "2018-02-22T00:00:00.000000000", + "2018-02-23T00:00:00.000000000", + "2018-02-26T00:00:00.000000000", + "2018-02-27T00:00:00.000000000", + "2018-02-28T00:00:00.000000000", + "2018-03-01T00:00:00.000000000", + "2018-03-02T00:00:00.000000000", + "2018-03-05T00:00:00.000000000", + "2018-03-06T00:00:00.000000000", + "2018-03-07T00:00:00.000000000", + "2018-03-08T00:00:00.000000000", + "2018-03-09T00:00:00.000000000", + "2018-03-12T00:00:00.000000000", + "2018-03-13T00:00:00.000000000", + "2018-03-14T00:00:00.000000000", + "2018-03-15T00:00:00.000000000", + "2018-03-16T00:00:00.000000000", + "2018-03-19T00:00:00.000000000", + "2018-03-20T00:00:00.000000000", + "2018-03-21T00:00:00.000000000", + "2018-03-22T00:00:00.000000000", + "2018-03-23T00:00:00.000000000", + "2018-03-26T00:00:00.000000000", + "2018-03-27T00:00:00.000000000", + "2018-03-28T00:00:00.000000000", + "2018-03-29T00:00:00.000000000", + "2018-04-02T00:00:00.000000000", + "2018-04-03T00:00:00.000000000", + "2018-04-04T00:00:00.000000000", + "2018-04-05T00:00:00.000000000", + "2018-04-06T00:00:00.000000000", + "2018-04-09T00:00:00.000000000", + "2018-04-10T00:00:00.000000000", + "2018-04-11T00:00:00.000000000", + "2018-04-12T00:00:00.000000000", + "2018-04-13T00:00:00.000000000", + "2018-04-16T00:00:00.000000000", + "2018-04-17T00:00:00.000000000", + "2018-04-18T00:00:00.000000000", + "2018-04-19T00:00:00.000000000", + "2018-04-20T00:00:00.000000000", + "2018-04-23T00:00:00.000000000", + "2018-04-24T00:00:00.000000000", + "2018-04-25T00:00:00.000000000", + "2018-04-26T00:00:00.000000000", + "2018-04-27T00:00:00.000000000", + "2018-04-30T00:00:00.000000000", + "2018-05-01T00:00:00.000000000", + "2018-05-02T00:00:00.000000000", + "2018-05-03T00:00:00.000000000", + "2018-05-04T00:00:00.000000000", + "2018-05-07T00:00:00.000000000", + "2018-05-08T00:00:00.000000000", + "2018-05-09T00:00:00.000000000", + "2018-05-10T00:00:00.000000000", + "2018-05-11T00:00:00.000000000", + "2018-05-14T00:00:00.000000000", + "2018-05-15T00:00:00.000000000", + "2018-05-16T00:00:00.000000000", + "2018-05-17T00:00:00.000000000", + "2018-05-18T00:00:00.000000000", + "2018-05-21T00:00:00.000000000", + "2018-05-22T00:00:00.000000000", + "2018-05-23T00:00:00.000000000", + "2018-05-24T00:00:00.000000000", + "2018-05-25T00:00:00.000000000", + "2018-05-29T00:00:00.000000000", + "2018-05-30T00:00:00.000000000", + "2018-05-31T00:00:00.000000000", + "2018-06-01T00:00:00.000000000", + "2018-06-04T00:00:00.000000000", + "2018-06-05T00:00:00.000000000", + "2018-06-06T00:00:00.000000000", + "2018-06-07T00:00:00.000000000", + "2018-06-08T00:00:00.000000000", + "2018-06-11T00:00:00.000000000", + "2018-06-12T00:00:00.000000000", + "2018-06-13T00:00:00.000000000", + "2018-06-14T00:00:00.000000000", + "2018-06-15T00:00:00.000000000", + "2018-06-18T00:00:00.000000000", + "2018-06-19T00:00:00.000000000", + "2018-06-20T00:00:00.000000000", + "2018-06-21T00:00:00.000000000", + "2018-06-22T00:00:00.000000000", + "2018-06-25T00:00:00.000000000", + "2018-06-26T00:00:00.000000000", + "2018-06-27T00:00:00.000000000", + "2018-06-28T00:00:00.000000000", + "2018-06-29T00:00:00.000000000", + "2018-07-02T00:00:00.000000000", + "2018-07-03T00:00:00.000000000", + "2018-07-05T00:00:00.000000000", + "2018-07-06T00:00:00.000000000", + "2018-07-09T00:00:00.000000000", + "2018-07-10T00:00:00.000000000", + "2018-07-11T00:00:00.000000000", + "2018-07-12T00:00:00.000000000", + "2018-07-13T00:00:00.000000000", + "2018-07-16T00:00:00.000000000", + "2018-07-17T00:00:00.000000000", + "2018-07-18T00:00:00.000000000", + "2018-07-19T00:00:00.000000000", + "2018-07-20T00:00:00.000000000", + "2018-07-23T00:00:00.000000000", + "2018-07-24T00:00:00.000000000", + "2018-07-25T00:00:00.000000000", + "2018-07-26T00:00:00.000000000", + "2018-07-27T00:00:00.000000000", + "2018-07-30T00:00:00.000000000", + "2018-07-31T00:00:00.000000000", + "2018-08-01T00:00:00.000000000", + "2018-08-02T00:00:00.000000000", + "2018-08-03T00:00:00.000000000", + "2018-08-06T00:00:00.000000000", + "2018-08-07T00:00:00.000000000", + "2018-08-08T00:00:00.000000000", + "2018-08-09T00:00:00.000000000", + "2018-08-10T00:00:00.000000000", + "2018-08-13T00:00:00.000000000", + "2018-08-14T00:00:00.000000000", + "2018-08-15T00:00:00.000000000", + "2018-08-16T00:00:00.000000000", + "2018-08-17T00:00:00.000000000", + "2018-08-20T00:00:00.000000000", + "2018-08-21T00:00:00.000000000", + "2018-08-22T00:00:00.000000000", + "2018-08-23T00:00:00.000000000", + "2018-08-24T00:00:00.000000000", + "2018-08-27T00:00:00.000000000", + "2018-08-28T00:00:00.000000000", + "2018-08-29T00:00:00.000000000", + "2018-08-30T00:00:00.000000000", + "2018-08-31T00:00:00.000000000", + "2018-09-04T00:00:00.000000000", + "2018-09-05T00:00:00.000000000", + "2018-09-06T00:00:00.000000000", + "2018-09-07T00:00:00.000000000", + "2018-09-10T00:00:00.000000000", + "2018-09-11T00:00:00.000000000", + "2018-09-12T00:00:00.000000000", + "2018-09-13T00:00:00.000000000", + "2018-09-14T00:00:00.000000000", + "2018-09-17T00:00:00.000000000", + "2018-09-18T00:00:00.000000000", + "2018-09-19T00:00:00.000000000", + "2018-09-20T00:00:00.000000000", + "2018-09-21T00:00:00.000000000", + "2018-09-24T00:00:00.000000000", + "2018-09-25T00:00:00.000000000", + "2018-09-26T00:00:00.000000000", + "2018-09-27T00:00:00.000000000", + "2018-09-28T00:00:00.000000000", + "2018-10-01T00:00:00.000000000", + "2018-10-02T00:00:00.000000000", + "2018-10-03T00:00:00.000000000", + "2018-10-04T00:00:00.000000000", + "2018-10-05T00:00:00.000000000", + "2018-10-08T00:00:00.000000000", + "2018-10-09T00:00:00.000000000", + "2018-10-10T00:00:00.000000000", + "2018-10-11T00:00:00.000000000", + "2018-10-12T00:00:00.000000000", + "2018-10-15T00:00:00.000000000", + "2018-10-16T00:00:00.000000000", + "2018-10-17T00:00:00.000000000", + "2018-10-18T00:00:00.000000000", + "2018-10-19T00:00:00.000000000", + "2018-10-22T00:00:00.000000000", + "2018-10-23T00:00:00.000000000", + "2018-10-24T00:00:00.000000000", + "2018-10-25T00:00:00.000000000", + "2018-10-26T00:00:00.000000000", + "2018-10-29T00:00:00.000000000", + "2018-10-30T00:00:00.000000000", + "2018-10-31T00:00:00.000000000", + "2018-11-01T00:00:00.000000000", + "2018-11-02T00:00:00.000000000", + "2018-11-05T00:00:00.000000000", + "2018-11-06T00:00:00.000000000", + "2018-11-07T00:00:00.000000000", + "2018-11-08T00:00:00.000000000", + "2018-11-09T00:00:00.000000000", + "2018-11-12T00:00:00.000000000", + "2018-11-13T00:00:00.000000000", + "2018-11-14T00:00:00.000000000", + "2018-11-15T00:00:00.000000000", + "2018-11-16T00:00:00.000000000", + "2018-11-19T00:00:00.000000000", + "2018-11-20T00:00:00.000000000", + "2018-11-21T00:00:00.000000000", + "2018-11-23T00:00:00.000000000", + "2018-11-26T00:00:00.000000000", + "2018-11-27T00:00:00.000000000", + "2018-11-28T00:00:00.000000000", + "2018-11-29T00:00:00.000000000", + "2018-11-30T00:00:00.000000000", + "2018-12-03T00:00:00.000000000", + "2018-12-04T00:00:00.000000000", + "2018-12-06T00:00:00.000000000", + "2018-12-07T00:00:00.000000000", + "2018-12-10T00:00:00.000000000", + "2018-12-11T00:00:00.000000000", + "2018-12-12T00:00:00.000000000", + "2018-12-13T00:00:00.000000000", + "2018-12-14T00:00:00.000000000", + "2018-12-17T00:00:00.000000000", + "2018-12-18T00:00:00.000000000", + "2018-12-19T00:00:00.000000000", + "2018-12-20T00:00:00.000000000", + "2018-12-21T00:00:00.000000000", + "2018-12-24T00:00:00.000000000", + "2018-12-26T00:00:00.000000000", + "2018-12-27T00:00:00.000000000", + "2018-12-28T00:00:00.000000000", + "2018-12-31T00:00:00.000000000", + "2019-01-02T00:00:00.000000000", + "2019-01-03T00:00:00.000000000", + "2019-01-04T00:00:00.000000000", + "2019-01-07T00:00:00.000000000", + "2019-01-08T00:00:00.000000000", + "2019-01-09T00:00:00.000000000", + "2019-01-10T00:00:00.000000000", + "2019-01-11T00:00:00.000000000", + "2019-01-14T00:00:00.000000000", + "2019-01-15T00:00:00.000000000", + "2019-01-16T00:00:00.000000000", + "2019-01-17T00:00:00.000000000", + "2019-01-18T00:00:00.000000000", + "2019-01-22T00:00:00.000000000", + "2019-01-23T00:00:00.000000000", + "2019-01-24T00:00:00.000000000", + "2019-01-25T00:00:00.000000000", + "2019-01-28T00:00:00.000000000", + "2019-01-29T00:00:00.000000000", + "2019-01-30T00:00:00.000000000", + "2019-01-31T00:00:00.000000000", + "2019-02-01T00:00:00.000000000", + "2019-02-04T00:00:00.000000000", + "2019-02-05T00:00:00.000000000", + "2019-02-06T00:00:00.000000000", + "2019-02-07T00:00:00.000000000", + "2019-02-08T00:00:00.000000000", + "2019-02-11T00:00:00.000000000", + "2019-02-12T00:00:00.000000000", + "2019-02-13T00:00:00.000000000", + "2019-02-14T00:00:00.000000000", + "2019-02-15T00:00:00.000000000", + "2019-02-19T00:00:00.000000000", + "2019-02-20T00:00:00.000000000", + "2019-02-21T00:00:00.000000000", + "2019-02-22T00:00:00.000000000", + "2019-02-25T00:00:00.000000000", + "2019-02-26T00:00:00.000000000", + "2019-02-27T00:00:00.000000000", + "2019-02-28T00:00:00.000000000", + "2019-03-01T00:00:00.000000000", + "2019-03-04T00:00:00.000000000", + "2019-03-05T00:00:00.000000000", + "2019-03-06T00:00:00.000000000", + "2019-03-07T00:00:00.000000000", + "2019-03-08T00:00:00.000000000", + "2019-03-11T00:00:00.000000000", + "2019-03-12T00:00:00.000000000", + "2019-03-13T00:00:00.000000000", + "2019-03-14T00:00:00.000000000", + "2019-03-15T00:00:00.000000000", + "2019-03-18T00:00:00.000000000", + "2019-03-19T00:00:00.000000000", + "2019-03-20T00:00:00.000000000", + "2019-03-21T00:00:00.000000000", + "2019-03-22T00:00:00.000000000", + "2019-03-25T00:00:00.000000000", + "2019-03-26T00:00:00.000000000", + "2019-03-27T00:00:00.000000000", + "2019-03-28T00:00:00.000000000", + "2019-03-29T00:00:00.000000000", + "2019-04-01T00:00:00.000000000", + "2019-04-02T00:00:00.000000000", + "2019-04-03T00:00:00.000000000", + "2019-04-04T00:00:00.000000000", + "2019-04-05T00:00:00.000000000", + "2019-04-08T00:00:00.000000000", + "2019-04-09T00:00:00.000000000", + "2019-04-10T00:00:00.000000000", + "2019-04-11T00:00:00.000000000", + "2019-04-12T00:00:00.000000000", + "2019-04-15T00:00:00.000000000", + "2019-04-16T00:00:00.000000000", + "2019-04-17T00:00:00.000000000", + "2019-04-18T00:00:00.000000000", + "2019-04-22T00:00:00.000000000", + "2019-04-23T00:00:00.000000000", + "2019-04-24T00:00:00.000000000", + "2019-04-25T00:00:00.000000000", + "2019-04-26T00:00:00.000000000", + "2019-04-29T00:00:00.000000000", + "2019-04-30T00:00:00.000000000", + "2019-05-01T00:00:00.000000000", + "2019-05-02T00:00:00.000000000", + "2019-05-03T00:00:00.000000000", + "2019-05-06T00:00:00.000000000", + "2019-05-07T00:00:00.000000000", + "2019-05-08T00:00:00.000000000", + "2019-05-09T00:00:00.000000000", + "2019-05-10T00:00:00.000000000", + "2019-05-13T00:00:00.000000000", + "2019-05-14T00:00:00.000000000", + "2019-05-15T00:00:00.000000000", + "2019-05-16T00:00:00.000000000", + "2019-05-17T00:00:00.000000000", + "2019-05-20T00:00:00.000000000", + "2019-05-21T00:00:00.000000000", + "2019-05-22T00:00:00.000000000", + "2019-05-23T00:00:00.000000000", + "2019-05-24T00:00:00.000000000", + "2019-05-28T00:00:00.000000000", + "2019-05-29T00:00:00.000000000", + "2019-05-30T00:00:00.000000000", + "2019-05-31T00:00:00.000000000", + "2019-06-03T00:00:00.000000000", + "2019-06-04T00:00:00.000000000", + "2019-06-05T00:00:00.000000000", + "2019-06-06T00:00:00.000000000", + "2019-06-07T00:00:00.000000000", + "2019-06-10T00:00:00.000000000", + "2019-06-11T00:00:00.000000000", + "2019-06-12T00:00:00.000000000", + "2019-06-13T00:00:00.000000000", + "2019-06-14T00:00:00.000000000", + "2019-06-17T00:00:00.000000000", + "2019-06-18T00:00:00.000000000", + "2019-06-19T00:00:00.000000000", + "2019-06-20T00:00:00.000000000", + "2019-06-21T00:00:00.000000000", + "2019-06-24T00:00:00.000000000", + "2019-06-25T00:00:00.000000000", + "2019-06-26T00:00:00.000000000", + "2019-06-27T00:00:00.000000000", + "2019-06-28T00:00:00.000000000", + "2019-07-01T00:00:00.000000000", + "2019-07-02T00:00:00.000000000", + "2019-07-03T00:00:00.000000000", + "2019-07-05T00:00:00.000000000", + "2019-07-08T00:00:00.000000000", + "2019-07-09T00:00:00.000000000", + "2019-07-10T00:00:00.000000000", + "2019-07-11T00:00:00.000000000", + "2019-07-12T00:00:00.000000000", + "2019-07-15T00:00:00.000000000", + "2019-07-16T00:00:00.000000000", + "2019-07-17T00:00:00.000000000", + "2019-07-18T00:00:00.000000000", + "2019-07-19T00:00:00.000000000", + "2019-07-22T00:00:00.000000000", + "2019-07-23T00:00:00.000000000", + "2019-07-24T00:00:00.000000000", + "2019-07-25T00:00:00.000000000", + "2019-07-26T00:00:00.000000000", + "2019-07-29T00:00:00.000000000", + "2019-07-30T00:00:00.000000000", + "2019-07-31T00:00:00.000000000", + "2019-08-01T00:00:00.000000000", + "2019-08-02T00:00:00.000000000", + "2019-08-05T00:00:00.000000000", + "2019-08-06T00:00:00.000000000", + "2019-08-07T00:00:00.000000000", + "2019-08-08T00:00:00.000000000", + "2019-08-09T00:00:00.000000000", + "2019-08-12T00:00:00.000000000", + "2019-08-13T00:00:00.000000000", + "2019-08-14T00:00:00.000000000", + "2019-08-15T00:00:00.000000000", + "2019-08-16T00:00:00.000000000", + "2019-08-19T00:00:00.000000000", + "2019-08-20T00:00:00.000000000", + "2019-08-21T00:00:00.000000000", + "2019-08-22T00:00:00.000000000", + "2019-08-23T00:00:00.000000000", + "2019-08-26T00:00:00.000000000", + "2019-08-27T00:00:00.000000000", + "2019-08-28T00:00:00.000000000", + "2019-08-29T00:00:00.000000000", + "2019-08-30T00:00:00.000000000", + "2019-09-03T00:00:00.000000000", + "2019-09-04T00:00:00.000000000", + "2019-09-05T00:00:00.000000000", + "2019-09-06T00:00:00.000000000", + "2019-09-09T00:00:00.000000000", + "2019-09-10T00:00:00.000000000", + "2019-09-11T00:00:00.000000000", + "2019-09-12T00:00:00.000000000", + "2019-09-13T00:00:00.000000000", + "2019-09-16T00:00:00.000000000", + "2019-09-17T00:00:00.000000000", + "2019-09-18T00:00:00.000000000", + "2019-09-19T00:00:00.000000000", + "2019-09-20T00:00:00.000000000", + "2019-09-23T00:00:00.000000000", + "2019-09-24T00:00:00.000000000", + "2019-09-25T00:00:00.000000000", + "2019-09-26T00:00:00.000000000", + "2019-09-27T00:00:00.000000000", + "2019-09-30T00:00:00.000000000", + "2019-10-01T00:00:00.000000000", + "2019-10-02T00:00:00.000000000", + "2019-10-03T00:00:00.000000000", + "2019-10-04T00:00:00.000000000", + "2019-10-07T00:00:00.000000000", + "2019-10-08T00:00:00.000000000", + "2019-10-09T00:00:00.000000000", + "2019-10-10T00:00:00.000000000", + "2019-10-11T00:00:00.000000000", + "2019-10-14T00:00:00.000000000", + "2019-10-15T00:00:00.000000000", + "2019-10-16T00:00:00.000000000", + "2019-10-17T00:00:00.000000000", + "2019-10-18T00:00:00.000000000", + "2019-10-21T00:00:00.000000000", + "2019-10-22T00:00:00.000000000", + "2019-10-23T00:00:00.000000000", + "2019-10-24T00:00:00.000000000", + "2019-10-25T00:00:00.000000000", + "2019-10-28T00:00:00.000000000", + "2019-10-29T00:00:00.000000000", + "2019-10-30T00:00:00.000000000", + "2019-10-31T00:00:00.000000000", + "2019-11-01T00:00:00.000000000", + "2019-11-04T00:00:00.000000000", + "2019-11-05T00:00:00.000000000", + "2019-11-06T00:00:00.000000000", + "2019-11-07T00:00:00.000000000", + "2019-11-08T00:00:00.000000000", + "2019-11-11T00:00:00.000000000", + "2019-11-12T00:00:00.000000000", + "2019-11-13T00:00:00.000000000", + "2019-11-14T00:00:00.000000000", + "2019-11-15T00:00:00.000000000", + "2019-11-18T00:00:00.000000000", + "2019-11-19T00:00:00.000000000", + "2019-11-20T00:00:00.000000000", + "2019-11-21T00:00:00.000000000", + "2019-11-22T00:00:00.000000000", + "2019-11-25T00:00:00.000000000", + "2019-11-26T00:00:00.000000000", + "2019-11-27T00:00:00.000000000", + "2019-11-29T00:00:00.000000000", + "2019-12-02T00:00:00.000000000", + "2019-12-03T00:00:00.000000000", + "2019-12-04T00:00:00.000000000", + "2019-12-05T00:00:00.000000000", + "2019-12-06T00:00:00.000000000", + "2019-12-09T00:00:00.000000000", + "2019-12-10T00:00:00.000000000", + "2019-12-11T00:00:00.000000000", + "2019-12-12T00:00:00.000000000", + "2019-12-13T00:00:00.000000000", + "2019-12-16T00:00:00.000000000", + "2019-12-17T00:00:00.000000000", + "2019-12-18T00:00:00.000000000", + "2019-12-19T00:00:00.000000000", + "2019-12-20T00:00:00.000000000", + "2019-12-23T00:00:00.000000000", + "2019-12-24T00:00:00.000000000", + "2019-12-26T00:00:00.000000000", + "2019-12-27T00:00:00.000000000", + "2019-12-30T00:00:00.000000000", + "2019-12-31T00:00:00.000000000", + "2020-01-02T00:00:00.000000000", + "2020-01-03T00:00:00.000000000", + "2020-01-06T00:00:00.000000000", + "2020-01-07T00:00:00.000000000", + "2020-01-08T00:00:00.000000000", + "2020-01-09T00:00:00.000000000", + "2020-01-10T00:00:00.000000000", + "2020-01-13T00:00:00.000000000", + "2020-01-14T00:00:00.000000000", + "2020-01-15T00:00:00.000000000", + "2020-01-16T00:00:00.000000000", + "2020-01-17T00:00:00.000000000", + "2020-01-21T00:00:00.000000000", + "2020-01-22T00:00:00.000000000", + "2020-01-23T00:00:00.000000000", + "2020-01-24T00:00:00.000000000", + "2020-01-27T00:00:00.000000000", + "2020-01-28T00:00:00.000000000", + "2020-01-29T00:00:00.000000000", + "2020-01-30T00:00:00.000000000", + "2020-01-31T00:00:00.000000000", + "2020-02-03T00:00:00.000000000", + "2020-02-04T00:00:00.000000000", + "2020-02-05T00:00:00.000000000", + "2020-02-06T00:00:00.000000000", + "2020-02-07T00:00:00.000000000", + "2020-02-10T00:00:00.000000000", + "2020-02-11T00:00:00.000000000", + "2020-02-12T00:00:00.000000000", + "2020-02-13T00:00:00.000000000", + "2020-02-14T00:00:00.000000000", + "2020-02-18T00:00:00.000000000", + "2020-02-19T00:00:00.000000000", + "2020-02-20T00:00:00.000000000", + "2020-02-21T00:00:00.000000000", + "2020-02-24T00:00:00.000000000", + "2020-02-25T00:00:00.000000000", + "2020-02-26T00:00:00.000000000", + "2020-02-27T00:00:00.000000000", + "2020-02-28T00:00:00.000000000", + "2020-03-02T00:00:00.000000000", + "2020-03-03T00:00:00.000000000", + "2020-03-04T00:00:00.000000000", + "2020-03-05T00:00:00.000000000", + "2020-03-06T00:00:00.000000000", + "2020-03-09T00:00:00.000000000", + "2020-03-10T00:00:00.000000000", + "2020-03-11T00:00:00.000000000", + "2020-03-12T00:00:00.000000000", + "2020-03-13T00:00:00.000000000", + "2020-03-16T00:00:00.000000000", + "2020-03-17T00:00:00.000000000", + "2020-03-18T00:00:00.000000000", + "2020-03-19T00:00:00.000000000", + "2020-03-20T00:00:00.000000000", + "2020-03-23T00:00:00.000000000", + "2020-03-24T00:00:00.000000000", + "2020-03-25T00:00:00.000000000", + "2020-03-26T00:00:00.000000000", + "2020-03-27T00:00:00.000000000", + "2020-03-30T00:00:00.000000000", + "2020-03-31T00:00:00.000000000", + "2020-04-01T00:00:00.000000000", + "2020-04-02T00:00:00.000000000", + "2020-04-03T00:00:00.000000000", + "2020-04-06T00:00:00.000000000", + "2020-04-07T00:00:00.000000000", + "2020-04-08T00:00:00.000000000", + "2020-04-09T00:00:00.000000000", + "2020-04-13T00:00:00.000000000", + "2020-04-14T00:00:00.000000000", + "2020-04-15T00:00:00.000000000", + "2020-04-16T00:00:00.000000000", + "2020-04-17T00:00:00.000000000", + "2020-04-20T00:00:00.000000000", + "2020-04-21T00:00:00.000000000", + "2020-04-22T00:00:00.000000000", + "2020-04-23T00:00:00.000000000", + "2020-04-24T00:00:00.000000000", + "2020-04-27T00:00:00.000000000", + "2020-04-28T00:00:00.000000000", + "2020-04-29T00:00:00.000000000", + "2020-04-30T00:00:00.000000000", + "2020-05-01T00:00:00.000000000", + "2020-05-04T00:00:00.000000000", + "2020-05-05T00:00:00.000000000", + "2020-05-06T00:00:00.000000000", + "2020-05-07T00:00:00.000000000", + "2020-05-08T00:00:00.000000000", + "2020-05-11T00:00:00.000000000", + "2020-05-12T00:00:00.000000000", + "2020-05-13T00:00:00.000000000", + "2020-05-14T00:00:00.000000000", + "2020-05-15T00:00:00.000000000", + "2020-05-18T00:00:00.000000000", + "2020-05-19T00:00:00.000000000", + "2020-05-20T00:00:00.000000000", + "2020-05-21T00:00:00.000000000", + "2020-05-22T00:00:00.000000000", + "2020-05-26T00:00:00.000000000", + "2020-05-27T00:00:00.000000000", + "2020-05-28T00:00:00.000000000", + "2020-05-29T00:00:00.000000000", + "2020-06-01T00:00:00.000000000", + "2020-06-02T00:00:00.000000000", + "2020-06-03T00:00:00.000000000", + "2020-06-04T00:00:00.000000000", + "2020-06-05T00:00:00.000000000", + "2020-06-08T00:00:00.000000000", + "2020-06-09T00:00:00.000000000", + "2020-06-10T00:00:00.000000000", + "2020-06-11T00:00:00.000000000", + "2020-06-12T00:00:00.000000000", + "2020-06-15T00:00:00.000000000", + "2020-06-16T00:00:00.000000000", + "2020-06-17T00:00:00.000000000", + "2020-06-18T00:00:00.000000000", + "2020-06-19T00:00:00.000000000", + "2020-06-22T00:00:00.000000000", + "2020-06-23T00:00:00.000000000", + "2020-06-24T00:00:00.000000000", + "2020-06-25T00:00:00.000000000", + "2020-06-26T00:00:00.000000000", + "2020-06-29T00:00:00.000000000", + "2020-06-30T00:00:00.000000000", + "2020-07-01T00:00:00.000000000", + "2020-07-02T00:00:00.000000000", + "2020-07-06T00:00:00.000000000", + "2020-07-07T00:00:00.000000000", + "2020-07-08T00:00:00.000000000", + "2020-07-09T00:00:00.000000000", + "2020-07-10T00:00:00.000000000", + "2020-07-13T00:00:00.000000000", + "2020-07-14T00:00:00.000000000", + "2020-07-15T00:00:00.000000000", + "2020-07-16T00:00:00.000000000", + "2020-07-17T00:00:00.000000000", + "2020-07-20T00:00:00.000000000", + "2020-07-21T00:00:00.000000000", + "2020-07-22T00:00:00.000000000", + "2020-07-23T00:00:00.000000000", + "2020-07-24T00:00:00.000000000", + "2020-07-27T00:00:00.000000000", + "2020-07-28T00:00:00.000000000", + "2020-07-29T00:00:00.000000000", + "2020-07-30T00:00:00.000000000", + "2020-07-31T00:00:00.000000000", + "2020-08-03T00:00:00.000000000", + "2020-08-04T00:00:00.000000000", + "2020-08-05T00:00:00.000000000", + "2020-08-06T00:00:00.000000000", + "2020-08-07T00:00:00.000000000", + "2020-08-10T00:00:00.000000000", + "2020-08-11T00:00:00.000000000", + "2020-08-12T00:00:00.000000000", + "2020-08-13T00:00:00.000000000", + "2020-08-14T00:00:00.000000000", + "2020-08-17T00:00:00.000000000", + "2020-08-18T00:00:00.000000000", + "2020-08-19T00:00:00.000000000", + "2020-08-20T00:00:00.000000000", + "2020-08-21T00:00:00.000000000", + "2020-08-24T00:00:00.000000000", + "2020-08-25T00:00:00.000000000", + "2020-08-26T00:00:00.000000000", + "2020-08-27T00:00:00.000000000", + "2020-08-28T00:00:00.000000000", + "2020-08-31T00:00:00.000000000", + "2020-09-01T00:00:00.000000000", + "2020-09-02T00:00:00.000000000", + "2020-09-03T00:00:00.000000000", + "2020-09-04T00:00:00.000000000", + "2020-09-08T00:00:00.000000000", + "2020-09-09T00:00:00.000000000", + "2020-09-10T00:00:00.000000000", + "2020-09-11T00:00:00.000000000", + "2020-09-14T00:00:00.000000000", + "2020-09-15T00:00:00.000000000", + "2020-09-16T00:00:00.000000000", + "2020-09-17T00:00:00.000000000", + "2020-09-18T00:00:00.000000000", + "2020-09-21T00:00:00.000000000", + "2020-09-22T00:00:00.000000000", + "2020-09-23T00:00:00.000000000", + "2020-09-24T00:00:00.000000000", + "2020-09-25T00:00:00.000000000", + "2020-09-28T00:00:00.000000000", + "2020-09-29T00:00:00.000000000", + "2020-09-30T00:00:00.000000000", + "2020-10-01T00:00:00.000000000", + "2020-10-02T00:00:00.000000000", + "2020-10-05T00:00:00.000000000", + "2020-10-06T00:00:00.000000000", + "2020-10-07T00:00:00.000000000", + "2020-10-08T00:00:00.000000000", + "2020-10-09T00:00:00.000000000", + "2020-10-12T00:00:00.000000000", + "2020-10-13T00:00:00.000000000", + "2020-10-14T00:00:00.000000000", + "2020-10-15T00:00:00.000000000", + "2020-10-16T00:00:00.000000000", + "2020-10-19T00:00:00.000000000", + "2020-10-20T00:00:00.000000000", + "2020-10-21T00:00:00.000000000", + "2020-10-22T00:00:00.000000000", + "2020-10-23T00:00:00.000000000", + "2020-10-26T00:00:00.000000000", + "2020-10-27T00:00:00.000000000", + "2020-10-28T00:00:00.000000000", + "2020-10-29T00:00:00.000000000", + "2020-10-30T00:00:00.000000000", + "2020-11-02T00:00:00.000000000", + "2020-11-03T00:00:00.000000000", + "2020-11-04T00:00:00.000000000", + "2020-11-05T00:00:00.000000000", + "2020-11-06T00:00:00.000000000", + "2020-11-09T00:00:00.000000000", + "2020-11-10T00:00:00.000000000", + "2020-11-11T00:00:00.000000000", + "2020-11-12T00:00:00.000000000", + "2020-11-13T00:00:00.000000000", + "2020-11-16T00:00:00.000000000", + "2020-11-17T00:00:00.000000000", + "2020-11-18T00:00:00.000000000", + "2020-11-19T00:00:00.000000000", + "2020-11-20T00:00:00.000000000", + "2020-11-23T00:00:00.000000000", + "2020-11-24T00:00:00.000000000", + "2020-11-25T00:00:00.000000000", + "2020-11-27T00:00:00.000000000", + "2020-11-30T00:00:00.000000000", + "2020-12-01T00:00:00.000000000", + "2020-12-02T00:00:00.000000000", + "2020-12-03T00:00:00.000000000", + "2020-12-04T00:00:00.000000000", + "2020-12-07T00:00:00.000000000", + "2020-12-08T00:00:00.000000000", + "2020-12-09T00:00:00.000000000", + "2020-12-10T00:00:00.000000000", + "2020-12-11T00:00:00.000000000", + "2020-12-14T00:00:00.000000000", + "2020-12-15T00:00:00.000000000", + "2020-12-16T00:00:00.000000000", + "2020-12-17T00:00:00.000000000", + "2020-12-18T00:00:00.000000000", + "2020-12-21T00:00:00.000000000", + "2020-12-22T00:00:00.000000000", + "2020-12-23T00:00:00.000000000", + "2020-12-24T00:00:00.000000000", + "2020-12-28T00:00:00.000000000", + "2020-12-29T00:00:00.000000000", + "2020-12-30T00:00:00.000000000", + "2020-12-31T00:00:00.000000000", + "2021-01-04T00:00:00.000000000", + "2021-01-05T00:00:00.000000000", + "2021-01-06T00:00:00.000000000", + "2021-01-07T00:00:00.000000000", + "2021-01-08T00:00:00.000000000", + "2021-01-11T00:00:00.000000000", + "2021-01-12T00:00:00.000000000", + "2021-01-13T00:00:00.000000000", + "2021-01-14T00:00:00.000000000", + "2021-01-15T00:00:00.000000000", + "2021-01-19T00:00:00.000000000", + "2021-01-20T00:00:00.000000000", + "2021-01-21T00:00:00.000000000", + "2021-01-22T00:00:00.000000000", + "2021-01-25T00:00:00.000000000", + "2021-01-26T00:00:00.000000000", + "2021-01-27T00:00:00.000000000", + "2021-01-28T00:00:00.000000000", + "2021-01-29T00:00:00.000000000", + "2021-02-01T00:00:00.000000000", + "2021-02-02T00:00:00.000000000", + "2021-02-03T00:00:00.000000000", + "2021-02-04T00:00:00.000000000", + "2021-02-05T00:00:00.000000000", + "2021-02-08T00:00:00.000000000", + "2021-02-09T00:00:00.000000000", + "2021-02-10T00:00:00.000000000", + "2021-02-11T00:00:00.000000000", + "2021-02-12T00:00:00.000000000", + "2021-02-16T00:00:00.000000000", + "2021-02-17T00:00:00.000000000", + "2021-02-18T00:00:00.000000000", + "2021-02-19T00:00:00.000000000", + "2021-02-22T00:00:00.000000000", + "2021-02-23T00:00:00.000000000", + "2021-02-24T00:00:00.000000000", + "2021-02-25T00:00:00.000000000", + "2021-02-26T00:00:00.000000000", + "2021-03-01T00:00:00.000000000", + "2021-03-02T00:00:00.000000000", + "2021-03-03T00:00:00.000000000", + "2021-03-04T00:00:00.000000000", + "2021-03-05T00:00:00.000000000", + "2021-03-08T00:00:00.000000000", + "2021-03-09T00:00:00.000000000", + "2021-03-10T00:00:00.000000000", + "2021-03-11T00:00:00.000000000", + "2021-03-12T00:00:00.000000000", + "2021-03-15T00:00:00.000000000", + "2021-03-16T00:00:00.000000000", + "2021-03-17T00:00:00.000000000", + "2021-03-18T00:00:00.000000000", + "2021-03-19T00:00:00.000000000", + "2021-03-22T00:00:00.000000000", + "2021-03-23T00:00:00.000000000", + "2021-03-24T00:00:00.000000000", + "2021-03-25T00:00:00.000000000", + "2021-03-26T00:00:00.000000000", + "2021-03-29T00:00:00.000000000", + "2021-03-30T00:00:00.000000000", + "2021-03-31T00:00:00.000000000", + "2021-04-01T00:00:00.000000000", + "2021-04-05T00:00:00.000000000", + "2021-04-06T00:00:00.000000000", + "2021-04-07T00:00:00.000000000", + "2021-04-08T00:00:00.000000000", + "2021-04-09T00:00:00.000000000", + "2021-04-12T00:00:00.000000000", + "2021-04-13T00:00:00.000000000", + "2021-04-14T00:00:00.000000000", + "2021-04-15T00:00:00.000000000", + "2021-04-16T00:00:00.000000000", + "2021-04-19T00:00:00.000000000", + "2021-04-20T00:00:00.000000000", + "2021-04-21T00:00:00.000000000", + "2021-04-22T00:00:00.000000000", + "2021-04-23T00:00:00.000000000", + "2021-04-26T00:00:00.000000000", + "2021-04-27T00:00:00.000000000", + "2021-04-28T00:00:00.000000000", + "2021-04-29T00:00:00.000000000", + "2021-04-30T00:00:00.000000000", + "2021-05-03T00:00:00.000000000", + "2021-05-04T00:00:00.000000000", + "2021-05-05T00:00:00.000000000", + "2021-05-06T00:00:00.000000000", + "2021-05-07T00:00:00.000000000", + "2021-05-10T00:00:00.000000000", + "2021-05-11T00:00:00.000000000", + "2021-05-12T00:00:00.000000000", + "2021-05-13T00:00:00.000000000", + "2021-05-14T00:00:00.000000000", + "2021-05-17T00:00:00.000000000", + "2021-05-18T00:00:00.000000000", + "2021-05-19T00:00:00.000000000", + "2021-05-20T00:00:00.000000000", + "2021-05-21T00:00:00.000000000", + "2021-05-24T00:00:00.000000000", + "2021-05-25T00:00:00.000000000", + "2021-05-26T00:00:00.000000000", + "2021-05-27T00:00:00.000000000", + "2021-05-28T00:00:00.000000000", + "2021-06-01T00:00:00.000000000", + "2021-06-02T00:00:00.000000000", + "2021-06-03T00:00:00.000000000", + "2021-06-04T00:00:00.000000000", + "2021-06-07T00:00:00.000000000", + "2021-06-08T00:00:00.000000000", + "2021-06-09T00:00:00.000000000", + "2021-06-10T00:00:00.000000000", + "2021-06-11T00:00:00.000000000", + "2021-06-14T00:00:00.000000000", + "2021-06-15T00:00:00.000000000", + "2021-06-16T00:00:00.000000000", + "2021-06-17T00:00:00.000000000", + "2021-06-18T00:00:00.000000000", + "2021-06-21T00:00:00.000000000", + "2021-06-22T00:00:00.000000000", + "2021-06-23T00:00:00.000000000", + "2021-06-24T00:00:00.000000000", + "2021-06-25T00:00:00.000000000", + "2021-06-28T00:00:00.000000000", + "2021-06-29T00:00:00.000000000", + "2021-06-30T00:00:00.000000000", + "2021-07-01T00:00:00.000000000", + "2021-07-02T00:00:00.000000000", + "2021-07-06T00:00:00.000000000", + "2021-07-07T00:00:00.000000000", + "2021-07-08T00:00:00.000000000", + "2021-07-09T00:00:00.000000000", + "2021-07-12T00:00:00.000000000", + "2021-07-13T00:00:00.000000000", + "2021-07-14T00:00:00.000000000", + "2021-07-15T00:00:00.000000000", + "2021-07-16T00:00:00.000000000", + "2021-07-19T00:00:00.000000000", + "2021-07-20T00:00:00.000000000", + "2021-07-21T00:00:00.000000000", + "2021-07-22T00:00:00.000000000", + "2021-07-23T00:00:00.000000000", + "2021-07-26T00:00:00.000000000", + "2021-07-27T00:00:00.000000000", + "2021-07-28T00:00:00.000000000", + "2021-07-29T00:00:00.000000000", + "2021-07-30T00:00:00.000000000", + "2021-08-02T00:00:00.000000000", + "2021-08-03T00:00:00.000000000", + "2021-08-04T00:00:00.000000000", + "2021-08-05T00:00:00.000000000", + "2021-08-06T00:00:00.000000000", + "2021-08-09T00:00:00.000000000", + "2021-08-10T00:00:00.000000000", + "2021-08-11T00:00:00.000000000", + "2021-08-12T00:00:00.000000000", + "2021-08-13T00:00:00.000000000", + "2021-08-16T00:00:00.000000000", + "2021-08-17T00:00:00.000000000", + "2021-08-18T00:00:00.000000000", + "2021-08-19T00:00:00.000000000", + "2021-08-20T00:00:00.000000000", + "2021-08-23T00:00:00.000000000", + "2021-08-24T00:00:00.000000000", + "2021-08-25T00:00:00.000000000", + "2021-08-26T00:00:00.000000000", + "2021-08-27T00:00:00.000000000", + "2021-08-30T00:00:00.000000000", + "2021-08-31T00:00:00.000000000", + "2021-09-01T00:00:00.000000000", + "2021-09-02T00:00:00.000000000", + "2021-09-03T00:00:00.000000000", + "2021-09-07T00:00:00.000000000", + "2021-09-08T00:00:00.000000000", + "2021-09-09T00:00:00.000000000", + "2021-09-10T00:00:00.000000000", + "2021-09-13T00:00:00.000000000", + "2021-09-14T00:00:00.000000000", + "2021-09-15T00:00:00.000000000", + "2021-09-16T00:00:00.000000000", + "2021-09-17T00:00:00.000000000", + "2021-09-20T00:00:00.000000000", + "2021-09-21T00:00:00.000000000", + "2021-09-22T00:00:00.000000000", + "2021-09-23T00:00:00.000000000", + "2021-09-24T00:00:00.000000000", + "2021-09-27T00:00:00.000000000", + "2021-09-28T00:00:00.000000000", + "2021-09-29T00:00:00.000000000", + "2021-09-30T00:00:00.000000000", + "2021-10-01T00:00:00.000000000", + "2021-10-04T00:00:00.000000000", + "2021-10-05T00:00:00.000000000", + "2021-10-06T00:00:00.000000000", + "2021-10-07T00:00:00.000000000", + "2021-10-08T00:00:00.000000000", + "2021-10-11T00:00:00.000000000", + "2021-10-12T00:00:00.000000000", + "2021-10-13T00:00:00.000000000", + "2021-10-14T00:00:00.000000000", + "2021-10-15T00:00:00.000000000", + "2021-10-18T00:00:00.000000000", + "2021-10-19T00:00:00.000000000", + "2021-10-20T00:00:00.000000000", + "2021-10-21T00:00:00.000000000", + "2021-10-22T00:00:00.000000000", + "2021-10-25T00:00:00.000000000", + "2021-10-26T00:00:00.000000000", + "2021-10-27T00:00:00.000000000", + "2021-10-28T00:00:00.000000000", + "2021-10-29T00:00:00.000000000", + "2021-11-01T00:00:00.000000000", + "2021-11-02T00:00:00.000000000", + "2021-11-03T00:00:00.000000000", + "2021-11-04T00:00:00.000000000", + "2021-11-05T00:00:00.000000000", + "2021-11-08T00:00:00.000000000", + "2021-11-09T00:00:00.000000000", + "2021-11-10T00:00:00.000000000", + "2021-11-11T00:00:00.000000000", + "2021-11-12T00:00:00.000000000", + "2021-11-15T00:00:00.000000000", + "2021-11-16T00:00:00.000000000", + "2021-11-17T00:00:00.000000000", + "2021-11-18T00:00:00.000000000", + "2021-11-19T00:00:00.000000000", + "2021-11-22T00:00:00.000000000", + "2021-11-23T00:00:00.000000000", + "2021-11-24T00:00:00.000000000", + "2021-11-26T00:00:00.000000000", + "2021-11-29T00:00:00.000000000", + "2021-11-30T00:00:00.000000000", + "2021-12-01T00:00:00.000000000", + "2021-12-02T00:00:00.000000000", + "2021-12-03T00:00:00.000000000", + "2021-12-06T00:00:00.000000000", + "2021-12-07T00:00:00.000000000", + "2021-12-08T00:00:00.000000000", + "2021-12-09T00:00:00.000000000", + "2021-12-10T00:00:00.000000000", + "2021-12-13T00:00:00.000000000", + "2021-12-14T00:00:00.000000000", + "2021-12-15T00:00:00.000000000", + "2021-12-16T00:00:00.000000000", + "2021-12-17T00:00:00.000000000", + "2021-12-20T00:00:00.000000000", + "2021-12-21T00:00:00.000000000", + "2021-12-22T00:00:00.000000000", + "2021-12-23T00:00:00.000000000", + "2021-12-27T00:00:00.000000000", + "2021-12-28T00:00:00.000000000", + "2021-12-29T00:00:00.000000000", + "2021-12-30T00:00:00.000000000", + "2021-12-31T00:00:00.000000000", + "2022-01-03T00:00:00.000000000", + "2022-01-04T00:00:00.000000000", + "2022-01-05T00:00:00.000000000", + "2022-01-06T00:00:00.000000000", + "2022-01-07T00:00:00.000000000", + "2022-01-10T00:00:00.000000000", + "2022-01-11T00:00:00.000000000", + "2022-01-12T00:00:00.000000000", + "2022-01-13T00:00:00.000000000", + "2022-01-14T00:00:00.000000000", + "2022-01-18T00:00:00.000000000", + "2022-01-19T00:00:00.000000000", + "2022-01-20T00:00:00.000000000", + "2022-01-21T00:00:00.000000000", + "2022-01-24T00:00:00.000000000", + "2022-01-25T00:00:00.000000000", + "2022-01-26T00:00:00.000000000", + "2022-01-27T00:00:00.000000000", + "2022-01-28T00:00:00.000000000", + "2022-01-31T00:00:00.000000000", + "2022-02-01T00:00:00.000000000", + "2022-02-02T00:00:00.000000000", + "2022-02-03T00:00:00.000000000", + "2022-02-04T00:00:00.000000000", + "2022-02-07T00:00:00.000000000", + "2022-02-08T00:00:00.000000000", + "2022-02-09T00:00:00.000000000", + "2022-02-10T00:00:00.000000000", + "2022-02-11T00:00:00.000000000", + "2022-02-14T00:00:00.000000000", + "2022-02-15T00:00:00.000000000", + "2022-02-16T00:00:00.000000000", + "2022-02-17T00:00:00.000000000", + "2022-02-18T00:00:00.000000000", + "2022-02-22T00:00:00.000000000", + "2022-02-23T00:00:00.000000000", + "2022-02-24T00:00:00.000000000", + "2022-02-25T00:00:00.000000000", + "2022-02-28T00:00:00.000000000", + "2022-03-01T00:00:00.000000000", + "2022-03-02T00:00:00.000000000", + "2022-03-03T00:00:00.000000000", + "2022-03-04T00:00:00.000000000", + "2022-03-07T00:00:00.000000000", + "2022-03-08T00:00:00.000000000", + "2022-03-09T00:00:00.000000000", + "2022-03-10T00:00:00.000000000", + "2022-03-11T00:00:00.000000000", + "2022-03-14T00:00:00.000000000", + "2022-03-15T00:00:00.000000000", + "2022-03-16T00:00:00.000000000", + "2022-03-17T00:00:00.000000000", + "2022-03-18T00:00:00.000000000", + "2022-03-21T00:00:00.000000000", + "2022-03-22T00:00:00.000000000", + "2022-03-23T00:00:00.000000000", + "2022-03-24T00:00:00.000000000", + "2022-03-25T00:00:00.000000000", + "2022-03-28T00:00:00.000000000", + "2022-03-29T00:00:00.000000000", + "2022-03-30T00:00:00.000000000", + "2022-03-31T00:00:00.000000000", + "2022-04-01T00:00:00.000000000", + "2022-04-04T00:00:00.000000000", + "2022-04-05T00:00:00.000000000", + "2022-04-06T00:00:00.000000000", + "2022-04-07T00:00:00.000000000", + "2022-04-08T00:00:00.000000000", + "2022-04-11T00:00:00.000000000", + "2022-04-12T00:00:00.000000000", + "2022-04-13T00:00:00.000000000", + "2022-04-14T00:00:00.000000000", + "2022-04-18T00:00:00.000000000", + "2022-04-19T00:00:00.000000000", + "2022-04-20T00:00:00.000000000", + "2022-04-21T00:00:00.000000000", + "2022-04-22T00:00:00.000000000", + "2022-04-25T00:00:00.000000000", + "2022-04-26T00:00:00.000000000", + "2022-04-27T00:00:00.000000000", + "2022-04-28T00:00:00.000000000", + "2022-04-29T00:00:00.000000000", + "2022-05-02T00:00:00.000000000", + "2022-05-03T00:00:00.000000000", + "2022-05-04T00:00:00.000000000", + "2022-05-05T00:00:00.000000000", + "2022-05-06T00:00:00.000000000", + "2022-05-09T00:00:00.000000000", + "2022-05-10T00:00:00.000000000", + "2022-05-11T00:00:00.000000000", + "2022-05-12T00:00:00.000000000", + "2022-05-13T00:00:00.000000000", + "2022-05-16T00:00:00.000000000", + "2022-05-17T00:00:00.000000000", + "2022-05-18T00:00:00.000000000", + "2022-05-19T00:00:00.000000000", + "2022-05-20T00:00:00.000000000", + "2022-05-23T00:00:00.000000000", + "2022-05-24T00:00:00.000000000", + "2022-05-25T00:00:00.000000000", + "2022-05-26T00:00:00.000000000", + "2022-05-27T00:00:00.000000000", + "2022-05-31T00:00:00.000000000", + "2022-06-01T00:00:00.000000000", + "2022-06-02T00:00:00.000000000", + "2022-06-03T00:00:00.000000000", + "2022-06-06T00:00:00.000000000", + "2022-06-07T00:00:00.000000000", + "2022-06-08T00:00:00.000000000", + "2022-06-09T00:00:00.000000000", + "2022-06-10T00:00:00.000000000", + "2022-06-13T00:00:00.000000000", + "2022-06-14T00:00:00.000000000", + "2022-06-15T00:00:00.000000000", + "2022-06-16T00:00:00.000000000", + "2022-06-17T00:00:00.000000000", + "2022-06-21T00:00:00.000000000", + "2022-06-22T00:00:00.000000000", + "2022-06-23T00:00:00.000000000", + "2022-06-24T00:00:00.000000000", + "2022-06-27T00:00:00.000000000", + "2022-06-28T00:00:00.000000000", + "2022-06-29T00:00:00.000000000", + "2022-06-30T00:00:00.000000000", + "2022-07-01T00:00:00.000000000", + "2022-07-05T00:00:00.000000000", + "2022-07-06T00:00:00.000000000", + "2022-07-07T00:00:00.000000000", + "2022-07-08T00:00:00.000000000", + "2022-07-11T00:00:00.000000000", + "2022-07-12T00:00:00.000000000", + "2022-07-13T00:00:00.000000000", + "2022-07-14T00:00:00.000000000", + "2022-07-15T00:00:00.000000000", + "2022-07-18T00:00:00.000000000", + "2022-07-19T00:00:00.000000000", + "2022-07-20T00:00:00.000000000", + "2022-07-21T00:00:00.000000000", + "2022-07-22T00:00:00.000000000", + "2022-07-25T00:00:00.000000000", + "2022-07-26T00:00:00.000000000", + "2022-07-27T00:00:00.000000000", + "2022-07-28T00:00:00.000000000", + "2022-07-29T00:00:00.000000000", + "2022-08-01T00:00:00.000000000", + "2022-08-02T00:00:00.000000000", + "2022-08-03T00:00:00.000000000", + "2022-08-04T00:00:00.000000000", + "2022-08-05T00:00:00.000000000", + "2022-08-08T00:00:00.000000000", + "2022-08-09T00:00:00.000000000", + "2022-08-10T00:00:00.000000000", + "2022-08-11T00:00:00.000000000", + "2022-08-12T00:00:00.000000000", + "2022-08-15T00:00:00.000000000", + "2022-08-16T00:00:00.000000000", + "2022-08-17T00:00:00.000000000", + "2022-08-18T00:00:00.000000000", + "2022-08-19T00:00:00.000000000", + "2022-08-22T00:00:00.000000000", + "2022-08-23T00:00:00.000000000", + "2022-08-24T00:00:00.000000000", + "2022-08-25T00:00:00.000000000", + "2022-08-26T00:00:00.000000000", + "2022-08-29T00:00:00.000000000", + "2022-08-30T00:00:00.000000000", + "2022-08-31T00:00:00.000000000", + "2022-09-01T00:00:00.000000000", + "2022-09-02T00:00:00.000000000", + "2022-09-06T00:00:00.000000000", + "2022-09-07T00:00:00.000000000", + "2022-09-08T00:00:00.000000000", + "2022-09-09T00:00:00.000000000", + "2022-09-12T00:00:00.000000000", + "2022-09-13T00:00:00.000000000", + "2022-09-14T00:00:00.000000000", + "2022-09-15T00:00:00.000000000", + "2022-09-16T00:00:00.000000000", + "2022-09-19T00:00:00.000000000", + "2022-09-20T00:00:00.000000000", + "2022-09-21T00:00:00.000000000", + "2022-09-22T00:00:00.000000000", + "2022-09-23T00:00:00.000000000", + "2022-09-26T00:00:00.000000000", + "2022-09-27T00:00:00.000000000", + "2022-09-28T00:00:00.000000000", + "2022-09-29T00:00:00.000000000", + "2022-09-30T00:00:00.000000000", + "2022-10-03T00:00:00.000000000", + "2022-10-04T00:00:00.000000000", + "2022-10-05T00:00:00.000000000", + "2022-10-06T00:00:00.000000000", + "2022-10-07T00:00:00.000000000", + "2022-10-10T00:00:00.000000000", + "2022-10-11T00:00:00.000000000", + "2022-10-12T00:00:00.000000000", + "2022-10-13T00:00:00.000000000", + "2022-10-14T00:00:00.000000000", + "2022-10-17T00:00:00.000000000", + "2022-10-18T00:00:00.000000000", + "2022-10-19T00:00:00.000000000", + "2022-10-20T00:00:00.000000000", + "2022-10-21T00:00:00.000000000", + "2022-10-24T00:00:00.000000000", + "2022-10-25T00:00:00.000000000", + "2022-10-26T00:00:00.000000000", + "2022-10-27T00:00:00.000000000", + "2022-10-28T00:00:00.000000000", + "2022-10-31T00:00:00.000000000", + "2022-11-01T00:00:00.000000000", + "2022-11-02T00:00:00.000000000", + "2022-11-03T00:00:00.000000000", + "2022-11-04T00:00:00.000000000", + "2022-11-07T00:00:00.000000000", + "2022-11-08T00:00:00.000000000", + "2022-11-09T00:00:00.000000000", + "2022-11-10T00:00:00.000000000", + "2022-11-11T00:00:00.000000000", + "2022-11-14T00:00:00.000000000", + "2022-11-15T00:00:00.000000000", + "2022-11-16T00:00:00.000000000", + "2022-11-17T00:00:00.000000000", + "2022-11-18T00:00:00.000000000", + "2022-11-21T00:00:00.000000000", + "2022-11-22T00:00:00.000000000", + "2022-11-23T00:00:00.000000000", + "2022-11-25T00:00:00.000000000", + "2022-11-28T00:00:00.000000000", + "2022-11-29T00:00:00.000000000", + "2022-11-30T00:00:00.000000000", + "2022-12-01T00:00:00.000000000", + "2022-12-02T00:00:00.000000000", + "2022-12-05T00:00:00.000000000", + "2022-12-06T00:00:00.000000000", + "2022-12-07T00:00:00.000000000", + "2022-12-08T00:00:00.000000000", + "2022-12-09T00:00:00.000000000", + "2022-12-12T00:00:00.000000000", + "2022-12-13T00:00:00.000000000", + "2022-12-14T00:00:00.000000000", + "2022-12-15T00:00:00.000000000", + "2022-12-16T00:00:00.000000000", + "2022-12-19T00:00:00.000000000", + "2022-12-20T00:00:00.000000000", + "2022-12-21T00:00:00.000000000", + "2022-12-22T00:00:00.000000000", + "2022-12-23T00:00:00.000000000", + "2022-12-27T00:00:00.000000000", + "2022-12-28T00:00:00.000000000", + "2022-12-29T00:00:00.000000000", + "2022-12-30T00:00:00.000000000", + "2023-01-03T00:00:00.000000000", + "2023-01-04T00:00:00.000000000", + "2023-01-05T00:00:00.000000000", + "2023-01-06T00:00:00.000000000", + "2023-01-09T00:00:00.000000000", + "2023-01-10T00:00:00.000000000", + "2023-01-11T00:00:00.000000000", + "2023-01-12T00:00:00.000000000", + "2023-01-13T00:00:00.000000000", + "2023-01-17T00:00:00.000000000", + "2023-01-18T00:00:00.000000000", + "2023-01-19T00:00:00.000000000", + "2023-01-20T00:00:00.000000000", + "2023-01-23T00:00:00.000000000", + "2023-01-24T00:00:00.000000000", + "2023-01-25T00:00:00.000000000", + "2023-01-26T00:00:00.000000000", + "2023-01-27T00:00:00.000000000", + "2023-01-30T00:00:00.000000000", + "2023-01-31T00:00:00.000000000", + "2023-02-01T00:00:00.000000000", + "2023-02-02T00:00:00.000000000", + "2023-02-03T00:00:00.000000000", + "2023-02-06T00:00:00.000000000", + "2023-02-07T00:00:00.000000000", + "2023-02-08T00:00:00.000000000", + "2023-02-09T00:00:00.000000000", + "2023-02-10T00:00:00.000000000", + "2023-02-13T00:00:00.000000000", + "2023-02-14T00:00:00.000000000", + "2023-02-15T00:00:00.000000000", + "2023-02-16T00:00:00.000000000", + "2023-02-17T00:00:00.000000000", + "2023-02-21T00:00:00.000000000", + "2023-02-22T00:00:00.000000000", + "2023-02-23T00:00:00.000000000", + "2023-02-24T00:00:00.000000000", + "2023-02-27T00:00:00.000000000", + "2023-02-28T00:00:00.000000000", + "2023-03-01T00:00:00.000000000", + "2023-03-02T00:00:00.000000000", + "2023-03-03T00:00:00.000000000", + "2023-03-06T00:00:00.000000000", + "2023-03-07T00:00:00.000000000", + "2023-03-08T00:00:00.000000000", + "2023-03-09T00:00:00.000000000", + "2023-03-10T00:00:00.000000000", + "2023-03-13T00:00:00.000000000", + "2023-03-14T00:00:00.000000000", + "2023-03-15T00:00:00.000000000", + "2023-03-16T00:00:00.000000000", + "2023-03-17T00:00:00.000000000", + "2023-03-20T00:00:00.000000000", + "2023-03-21T00:00:00.000000000", + "2023-03-22T00:00:00.000000000", + "2023-03-23T00:00:00.000000000", + "2023-03-24T00:00:00.000000000", + "2023-03-27T00:00:00.000000000", + "2023-03-28T00:00:00.000000000", + "2023-03-29T00:00:00.000000000", + "2023-03-30T00:00:00.000000000", + "2023-03-31T00:00:00.000000000", + "2023-04-03T00:00:00.000000000", + "2023-04-04T00:00:00.000000000", + "2023-04-05T00:00:00.000000000", + "2023-04-06T00:00:00.000000000", + "2023-04-10T00:00:00.000000000", + "2023-04-11T00:00:00.000000000", + "2023-04-12T00:00:00.000000000", + "2023-04-13T00:00:00.000000000", + "2023-04-14T00:00:00.000000000", + "2023-04-17T00:00:00.000000000", + "2023-04-18T00:00:00.000000000", + "2023-04-19T00:00:00.000000000", + "2023-04-20T00:00:00.000000000", + "2023-04-21T00:00:00.000000000", + "2023-04-24T00:00:00.000000000", + "2023-04-25T00:00:00.000000000", + "2023-04-26T00:00:00.000000000", + "2023-04-27T00:00:00.000000000", + "2023-04-28T00:00:00.000000000", + "2023-05-01T00:00:00.000000000", + "2023-05-02T00:00:00.000000000", + "2023-05-03T00:00:00.000000000", + "2023-05-04T00:00:00.000000000", + "2023-05-05T00:00:00.000000000", + "2023-05-08T00:00:00.000000000", + "2023-05-09T00:00:00.000000000", + "2023-05-10T00:00:00.000000000", + "2023-05-11T00:00:00.000000000", + "2023-05-12T00:00:00.000000000", + "2023-05-15T00:00:00.000000000", + "2023-05-16T00:00:00.000000000", + "2023-05-17T00:00:00.000000000", + "2023-05-18T00:00:00.000000000", + "2023-05-19T00:00:00.000000000", + "2023-05-22T00:00:00.000000000", + "2023-05-23T00:00:00.000000000", + "2023-05-24T00:00:00.000000000", + "2023-05-25T00:00:00.000000000", + "2023-05-26T00:00:00.000000000", + "2023-05-30T00:00:00.000000000", + "2023-05-31T00:00:00.000000000", + "2023-06-01T00:00:00.000000000", + "2023-06-02T00:00:00.000000000", + "2023-06-05T00:00:00.000000000", + "2023-06-06T00:00:00.000000000", + "2023-06-07T00:00:00.000000000", + "2023-06-08T00:00:00.000000000", + "2023-06-09T00:00:00.000000000", + "2023-06-12T00:00:00.000000000", + "2023-06-13T00:00:00.000000000", + "2023-06-14T00:00:00.000000000", + "2023-06-15T00:00:00.000000000", + "2023-06-16T00:00:00.000000000", + "2023-06-20T00:00:00.000000000", + "2023-06-21T00:00:00.000000000", + "2023-06-22T00:00:00.000000000", + "2023-06-23T00:00:00.000000000", + "2023-06-26T00:00:00.000000000", + "2023-06-27T00:00:00.000000000", + "2023-06-28T00:00:00.000000000", + "2023-06-29T00:00:00.000000000", + "2023-06-30T00:00:00.000000000", + "2023-07-03T00:00:00.000000000", + "2023-07-05T00:00:00.000000000", + "2023-07-06T00:00:00.000000000", + "2023-07-07T00:00:00.000000000", + "2023-07-10T00:00:00.000000000", + "2023-07-11T00:00:00.000000000", + "2023-07-12T00:00:00.000000000", + "2023-07-13T00:00:00.000000000", + "2023-07-14T00:00:00.000000000", + "2023-07-17T00:00:00.000000000", + "2023-07-18T00:00:00.000000000", + "2023-07-19T00:00:00.000000000", + "2023-07-20T00:00:00.000000000", + "2023-07-21T00:00:00.000000000", + "2023-07-24T00:00:00.000000000", + "2023-07-25T00:00:00.000000000", + "2023-07-26T00:00:00.000000000", + "2023-07-27T00:00:00.000000000", + "2023-07-28T00:00:00.000000000", + "2023-07-31T00:00:00.000000000", + "2023-08-01T00:00:00.000000000", + "2023-08-02T00:00:00.000000000", + "2023-08-03T00:00:00.000000000", + "2023-08-04T00:00:00.000000000", + "2023-08-07T00:00:00.000000000", + "2023-08-08T00:00:00.000000000", + "2023-08-09T00:00:00.000000000", + "2023-08-10T00:00:00.000000000", + "2023-08-11T00:00:00.000000000", + "2023-08-14T00:00:00.000000000", + "2023-08-15T00:00:00.000000000", + "2023-08-16T00:00:00.000000000", + "2023-08-17T00:00:00.000000000", + "2023-08-18T00:00:00.000000000", + "2023-08-21T00:00:00.000000000", + "2023-08-22T00:00:00.000000000", + "2023-08-23T00:00:00.000000000", + "2023-08-24T00:00:00.000000000", + "2023-08-25T00:00:00.000000000", + "2023-08-28T00:00:00.000000000", + "2023-08-29T00:00:00.000000000", + "2023-08-30T00:00:00.000000000", + "2023-08-31T00:00:00.000000000", + "2023-09-01T00:00:00.000000000", + "2023-09-05T00:00:00.000000000", + "2023-09-06T00:00:00.000000000", + "2023-09-07T00:00:00.000000000", + "2023-09-08T00:00:00.000000000", + "2023-09-11T00:00:00.000000000", + "2023-09-12T00:00:00.000000000", + "2023-09-13T00:00:00.000000000", + "2023-09-14T00:00:00.000000000", + "2023-09-15T00:00:00.000000000", + "2023-09-18T00:00:00.000000000", + "2023-09-19T00:00:00.000000000", + "2023-09-20T00:00:00.000000000", + "2023-09-21T00:00:00.000000000", + "2023-09-22T00:00:00.000000000", + "2023-09-25T00:00:00.000000000", + "2023-09-26T00:00:00.000000000", + "2023-09-27T00:00:00.000000000", + "2023-09-28T00:00:00.000000000", + "2023-09-29T00:00:00.000000000", + "2023-10-02T00:00:00.000000000", + "2023-10-03T00:00:00.000000000", + "2023-10-04T00:00:00.000000000", + "2023-10-05T00:00:00.000000000", + "2023-10-06T00:00:00.000000000", + "2023-10-09T00:00:00.000000000", + "2023-10-10T00:00:00.000000000", + "2023-10-11T00:00:00.000000000", + "2023-10-12T00:00:00.000000000", + "2023-10-13T00:00:00.000000000", + "2023-10-16T00:00:00.000000000", + "2023-10-17T00:00:00.000000000", + "2023-10-18T00:00:00.000000000", + "2023-10-19T00:00:00.000000000", + "2023-10-20T00:00:00.000000000", + "2023-10-23T00:00:00.000000000", + "2023-10-24T00:00:00.000000000", + "2023-10-25T00:00:00.000000000", + "2023-10-26T00:00:00.000000000", + "2023-10-27T00:00:00.000000000", + "2023-10-30T00:00:00.000000000", + "2023-10-31T00:00:00.000000000", + "2023-11-01T00:00:00.000000000", + "2023-11-02T00:00:00.000000000", + "2023-11-03T00:00:00.000000000", + "2023-11-06T00:00:00.000000000", + "2023-11-07T00:00:00.000000000", + "2023-11-08T00:00:00.000000000", + "2023-11-09T00:00:00.000000000", + "2023-11-10T00:00:00.000000000", + "2023-11-13T00:00:00.000000000", + "2023-11-14T00:00:00.000000000", + "2023-11-15T00:00:00.000000000", + "2023-11-16T00:00:00.000000000", + "2023-11-17T00:00:00.000000000", + "2023-11-20T00:00:00.000000000", + "2023-11-21T00:00:00.000000000", + "2023-11-22T00:00:00.000000000", + "2023-11-24T00:00:00.000000000", + "2023-11-27T00:00:00.000000000", + "2023-11-28T00:00:00.000000000", + "2023-11-29T00:00:00.000000000", + "2023-11-30T00:00:00.000000000", + "2023-12-01T00:00:00.000000000", + "2023-12-04T00:00:00.000000000", + "2023-12-05T00:00:00.000000000", + "2023-12-06T00:00:00.000000000", + "2023-12-07T00:00:00.000000000", + "2023-12-08T00:00:00.000000000", + "2023-12-11T00:00:00.000000000", + "2023-12-12T00:00:00.000000000", + "2023-12-13T00:00:00.000000000", + "2023-12-14T00:00:00.000000000", + "2023-12-15T00:00:00.000000000", + "2023-12-18T00:00:00.000000000", + "2023-12-19T00:00:00.000000000", + "2023-12-20T00:00:00.000000000", + "2023-12-21T00:00:00.000000000", + "2023-12-22T00:00:00.000000000", + "2023-12-26T00:00:00.000000000", + "2023-12-27T00:00:00.000000000", + "2023-12-28T00:00:00.000000000", + "2023-12-29T00:00:00.000000000", + "2024-01-02T00:00:00.000000000", + "2024-01-03T00:00:00.000000000", + "2024-01-04T00:00:00.000000000", + "2024-01-05T00:00:00.000000000", + "2024-01-08T00:00:00.000000000", + "2024-01-09T00:00:00.000000000", + "2024-01-10T00:00:00.000000000", + "2024-01-11T00:00:00.000000000", + "2024-01-12T00:00:00.000000000", + "2024-01-16T00:00:00.000000000", + "2024-01-17T00:00:00.000000000", + "2024-01-18T00:00:00.000000000", + "2024-01-19T00:00:00.000000000", + "2024-01-22T00:00:00.000000000", + "2024-01-23T00:00:00.000000000", + "2024-01-24T00:00:00.000000000", + "2024-01-25T00:00:00.000000000", + "2024-01-26T00:00:00.000000000", + "2024-01-29T00:00:00.000000000", + "2024-01-30T00:00:00.000000000", + "2024-01-31T00:00:00.000000000", + "2024-02-01T00:00:00.000000000", + "2024-02-02T00:00:00.000000000", + "2024-02-05T00:00:00.000000000", + "2024-02-06T00:00:00.000000000", + "2024-02-07T00:00:00.000000000", + "2024-02-08T00:00:00.000000000", + "2024-02-09T00:00:00.000000000", + "2024-02-12T00:00:00.000000000", + "2024-02-13T00:00:00.000000000", + "2024-02-14T00:00:00.000000000", + "2024-02-15T00:00:00.000000000", + "2024-02-16T00:00:00.000000000", + "2024-02-20T00:00:00.000000000", + "2024-02-21T00:00:00.000000000", + "2024-02-22T00:00:00.000000000", + "2024-02-23T00:00:00.000000000", + "2024-02-26T00:00:00.000000000", + "2024-02-27T00:00:00.000000000", + "2024-02-28T00:00:00.000000000", + "2024-02-29T00:00:00.000000000", + "2024-03-01T00:00:00.000000000", + "2024-03-04T00:00:00.000000000", + "2024-03-05T00:00:00.000000000", + "2024-03-06T00:00:00.000000000", + "2024-03-07T00:00:00.000000000", + "2024-03-08T00:00:00.000000000", + "2024-03-11T00:00:00.000000000", + "2024-03-12T00:00:00.000000000", + "2024-03-13T00:00:00.000000000", + "2024-03-14T00:00:00.000000000", + "2024-03-15T00:00:00.000000000", + "2024-03-18T00:00:00.000000000", + "2024-03-19T00:00:00.000000000", + "2024-03-20T00:00:00.000000000", + "2024-03-21T00:00:00.000000000", + "2024-03-22T00:00:00.000000000", + "2024-03-25T00:00:00.000000000", + "2024-03-26T00:00:00.000000000", + "2024-03-27T00:00:00.000000000", + "2024-03-28T00:00:00.000000000", + "2024-04-01T00:00:00.000000000", + "2024-04-02T00:00:00.000000000", + "2024-04-03T00:00:00.000000000", + "2024-04-04T00:00:00.000000000", + "2024-04-05T00:00:00.000000000", + "2024-04-08T00:00:00.000000000", + "2024-04-09T00:00:00.000000000", + "2024-04-10T00:00:00.000000000", + "2024-04-11T00:00:00.000000000", + "2024-04-12T00:00:00.000000000", + "2024-04-15T00:00:00.000000000", + "2024-04-16T00:00:00.000000000", + "2024-04-17T00:00:00.000000000", + "2024-04-18T00:00:00.000000000", + "2024-04-19T00:00:00.000000000", + "2024-04-22T00:00:00.000000000", + "2024-04-23T00:00:00.000000000", + "2024-04-24T00:00:00.000000000", + "2024-04-25T00:00:00.000000000", + "2024-04-26T00:00:00.000000000", + "2024-04-29T00:00:00.000000000", + "2024-04-30T00:00:00.000000000", + "2024-05-01T00:00:00.000000000", + "2024-05-02T00:00:00.000000000", + "2024-05-03T00:00:00.000000000", + "2024-05-06T00:00:00.000000000", + "2024-05-07T00:00:00.000000000", + "2024-05-08T00:00:00.000000000", + "2024-05-09T00:00:00.000000000", + "2024-05-10T00:00:00.000000000", + "2024-05-13T00:00:00.000000000", + "2024-05-14T00:00:00.000000000", + "2024-05-15T00:00:00.000000000", + "2024-05-16T00:00:00.000000000", + "2024-05-17T00:00:00.000000000", + "2024-05-20T00:00:00.000000000", + "2024-05-21T00:00:00.000000000", + "2024-05-22T00:00:00.000000000", + "2024-05-23T00:00:00.000000000", + "2024-05-24T00:00:00.000000000", + "2024-05-28T00:00:00.000000000", + "2024-05-29T00:00:00.000000000", + "2024-05-30T00:00:00.000000000", + "2024-05-31T00:00:00.000000000", + "2024-06-03T00:00:00.000000000", + "2024-06-04T00:00:00.000000000", + "2024-06-05T00:00:00.000000000", + "2024-06-06T00:00:00.000000000", + "2024-06-07T00:00:00.000000000", + "2024-06-10T00:00:00.000000000", + "2024-06-11T00:00:00.000000000", + "2024-06-12T00:00:00.000000000", + "2024-06-13T00:00:00.000000000", + "2024-06-14T00:00:00.000000000", + "2024-06-17T00:00:00.000000000", + "2024-06-18T00:00:00.000000000", + "2024-06-20T00:00:00.000000000", + "2024-06-21T00:00:00.000000000", + "2024-06-24T00:00:00.000000000", + "2024-06-25T00:00:00.000000000", + "2024-06-26T00:00:00.000000000", + "2024-06-27T00:00:00.000000000", + "2024-06-28T00:00:00.000000000", + "2024-07-01T00:00:00.000000000", + "2024-07-02T00:00:00.000000000", + "2024-07-03T00:00:00.000000000", + "2024-07-05T00:00:00.000000000", + "2024-07-08T00:00:00.000000000", + "2024-07-09T00:00:00.000000000", + "2024-07-10T00:00:00.000000000", + "2024-07-11T00:00:00.000000000", + "2024-07-12T00:00:00.000000000", + "2024-07-15T00:00:00.000000000", + "2024-07-16T00:00:00.000000000", + "2024-07-17T00:00:00.000000000", + "2024-07-18T00:00:00.000000000", + "2024-07-19T00:00:00.000000000", + "2024-07-22T00:00:00.000000000", + "2024-07-23T00:00:00.000000000", + "2024-07-24T00:00:00.000000000", + "2024-07-25T00:00:00.000000000", + "2024-07-26T00:00:00.000000000", + "2024-07-29T00:00:00.000000000", + "2024-07-30T00:00:00.000000000", + "2024-07-31T00:00:00.000000000", + "2024-08-01T00:00:00.000000000", + "2024-08-02T00:00:00.000000000", + "2024-08-05T00:00:00.000000000", + "2024-08-06T00:00:00.000000000", + "2024-08-07T00:00:00.000000000", + "2024-08-08T00:00:00.000000000", + "2024-08-09T00:00:00.000000000", + "2024-08-12T00:00:00.000000000", + "2024-08-13T00:00:00.000000000", + "2024-08-14T00:00:00.000000000", + "2024-08-15T00:00:00.000000000", + "2024-08-16T00:00:00.000000000", + "2024-08-19T00:00:00.000000000", + "2024-08-20T00:00:00.000000000", + "2024-08-21T00:00:00.000000000", + "2024-08-22T00:00:00.000000000", + "2024-08-23T00:00:00.000000000", + "2024-08-26T00:00:00.000000000", + "2024-08-27T00:00:00.000000000", + "2024-08-28T00:00:00.000000000", + "2024-08-29T00:00:00.000000000", + "2024-08-30T00:00:00.000000000", + "2024-09-03T00:00:00.000000000", + "2024-09-04T00:00:00.000000000", + "2024-09-05T00:00:00.000000000", + "2024-09-06T00:00:00.000000000", + "2024-09-09T00:00:00.000000000", + "2024-09-10T00:00:00.000000000", + "2024-09-11T00:00:00.000000000", + "2024-09-12T00:00:00.000000000", + "2024-09-13T00:00:00.000000000", + "2024-09-16T00:00:00.000000000", + "2024-09-17T00:00:00.000000000", + "2024-09-18T00:00:00.000000000", + "2024-09-19T00:00:00.000000000", + "2024-09-20T00:00:00.000000000", + "2024-09-23T00:00:00.000000000", + "2024-09-24T00:00:00.000000000", + "2024-09-25T00:00:00.000000000", + "2024-09-26T00:00:00.000000000", + "2024-09-27T00:00:00.000000000", + "2024-09-30T00:00:00.000000000", + "2024-10-01T00:00:00.000000000", + "2024-10-02T00:00:00.000000000", + "2024-10-03T00:00:00.000000000", + "2024-10-04T00:00:00.000000000", + "2024-10-07T00:00:00.000000000", + "2024-10-08T00:00:00.000000000", + "2024-10-09T00:00:00.000000000", + "2024-10-10T00:00:00.000000000", + "2024-10-11T00:00:00.000000000", + "2024-10-14T00:00:00.000000000", + "2024-10-15T00:00:00.000000000", + "2024-10-16T00:00:00.000000000", + "2024-10-17T00:00:00.000000000", + "2024-10-18T00:00:00.000000000", + "2024-10-21T00:00:00.000000000", + "2024-10-22T00:00:00.000000000", + "2024-10-23T00:00:00.000000000", + "2024-10-24T00:00:00.000000000", + "2024-10-25T00:00:00.000000000", + "2024-10-28T00:00:00.000000000", + "2024-10-29T00:00:00.000000000", + "2024-10-30T00:00:00.000000000", + "2024-10-31T00:00:00.000000000", + "2024-11-01T00:00:00.000000000", + "2024-11-04T00:00:00.000000000", + "2024-11-05T00:00:00.000000000", + "2024-11-06T00:00:00.000000000", + "2024-11-07T00:00:00.000000000", + "2024-11-08T00:00:00.000000000", + "2024-11-11T00:00:00.000000000", + "2024-11-12T00:00:00.000000000", + "2024-11-13T00:00:00.000000000", + "2024-11-14T00:00:00.000000000", + "2024-11-15T00:00:00.000000000", + "2024-11-18T00:00:00.000000000", + "2024-11-19T00:00:00.000000000", + "2024-11-20T00:00:00.000000000", + "2024-11-21T00:00:00.000000000", + "2024-11-22T00:00:00.000000000", + "2024-11-25T00:00:00.000000000", + "2024-11-26T00:00:00.000000000", + "2024-11-27T00:00:00.000000000", + "2024-11-29T00:00:00.000000000", + "2024-12-02T00:00:00.000000000", + "2024-12-03T00:00:00.000000000", + "2024-12-04T00:00:00.000000000", + "2024-12-05T00:00:00.000000000", + "2024-12-06T00:00:00.000000000", + "2024-12-09T00:00:00.000000000", + "2024-12-10T00:00:00.000000000", + "2024-12-11T00:00:00.000000000", + "2024-12-12T00:00:00.000000000", + "2024-12-13T00:00:00.000000000", + "2024-12-16T00:00:00.000000000", + "2024-12-17T00:00:00.000000000", + "2024-12-18T00:00:00.000000000", + "2024-12-19T00:00:00.000000000", + "2024-12-20T00:00:00.000000000", + "2024-12-23T00:00:00.000000000", + "2024-12-24T00:00:00.000000000", + "2024-12-26T00:00:00.000000000", + "2024-12-27T00:00:00.000000000", + "2024-12-30T00:00:00.000000000", + "2024-12-31T00:00:00.000000000", + "2025-01-02T00:00:00.000000000", + "2025-01-03T00:00:00.000000000", + "2025-01-06T00:00:00.000000000", + "2025-01-07T00:00:00.000000000", + "2025-01-08T00:00:00.000000000", + "2025-01-10T00:00:00.000000000", + "2025-01-13T00:00:00.000000000", + "2025-01-14T00:00:00.000000000", + "2025-01-15T00:00:00.000000000", + "2025-01-16T00:00:00.000000000", + "2025-01-17T00:00:00.000000000", + "2025-01-21T00:00:00.000000000", + "2025-01-22T00:00:00.000000000", + "2025-01-23T00:00:00.000000000", + "2025-01-24T00:00:00.000000000", + "2025-01-27T00:00:00.000000000", + "2025-01-28T00:00:00.000000000", + "2025-01-29T00:00:00.000000000", + "2025-01-30T00:00:00.000000000", + "2025-01-31T00:00:00.000000000", + "2025-02-03T00:00:00.000000000", + "2025-02-04T00:00:00.000000000", + "2025-02-05T00:00:00.000000000", + "2025-02-06T00:00:00.000000000", + "2025-02-07T00:00:00.000000000", + "2025-02-10T00:00:00.000000000", + "2025-02-11T00:00:00.000000000", + "2025-02-12T00:00:00.000000000", + "2025-02-13T00:00:00.000000000", + "2025-02-14T00:00:00.000000000", + "2025-02-18T00:00:00.000000000", + "2025-02-19T00:00:00.000000000", + "2025-02-20T00:00:00.000000000", + "2025-02-21T00:00:00.000000000", + "2025-02-24T00:00:00.000000000", + "2025-02-25T00:00:00.000000000", + "2025-02-26T00:00:00.000000000", + "2025-02-27T00:00:00.000000000", + "2025-02-28T00:00:00.000000000", + "2025-03-03T00:00:00.000000000", + "2025-03-04T00:00:00.000000000", + "2025-03-05T00:00:00.000000000", + "2025-03-06T00:00:00.000000000", + "2025-03-07T00:00:00.000000000", + "2025-03-10T00:00:00.000000000", + "2025-03-11T00:00:00.000000000", + "2025-03-12T00:00:00.000000000", + "2025-03-13T00:00:00.000000000", + "2025-03-14T00:00:00.000000000", + "2025-03-17T00:00:00.000000000", + "2025-03-18T00:00:00.000000000", + "2025-03-19T00:00:00.000000000", + "2025-03-20T00:00:00.000000000", + "2025-03-21T00:00:00.000000000", + "2025-03-24T00:00:00.000000000", + "2025-03-25T00:00:00.000000000", + "2025-03-26T00:00:00.000000000", + "2025-03-27T00:00:00.000000000", + "2025-03-28T00:00:00.000000000", + "2025-03-31T00:00:00.000000000", + "2025-04-01T00:00:00.000000000", + "2025-04-02T00:00:00.000000000", + "2025-04-03T00:00:00.000000000", + "2025-04-04T00:00:00.000000000", + "2025-04-07T00:00:00.000000000", + "2025-04-08T00:00:00.000000000", + "2025-04-09T00:00:00.000000000", + "2025-04-10T00:00:00.000000000", + "2025-04-11T00:00:00.000000000", + "2025-04-14T00:00:00.000000000", + "2025-04-15T00:00:00.000000000", + "2025-04-16T00:00:00.000000000", + "2025-04-17T00:00:00.000000000", + "2025-04-21T00:00:00.000000000", + "2025-04-22T00:00:00.000000000", + "2025-04-23T00:00:00.000000000", + "2025-04-24T00:00:00.000000000", + "2025-04-25T00:00:00.000000000", + "2025-04-28T00:00:00.000000000", + "2025-04-29T00:00:00.000000000", + "2025-04-30T00:00:00.000000000", + "2025-05-01T00:00:00.000000000", + "2025-05-02T00:00:00.000000000", + "2025-05-05T00:00:00.000000000", + "2025-05-06T00:00:00.000000000", + "2025-05-07T00:00:00.000000000", + "2025-05-08T00:00:00.000000000", + "2025-05-09T00:00:00.000000000", + "2025-05-12T00:00:00.000000000", + "2025-05-13T00:00:00.000000000", + "2025-05-14T00:00:00.000000000", + "2025-05-15T00:00:00.000000000", + "2025-05-16T00:00:00.000000000", + "2025-05-19T00:00:00.000000000", + "2025-05-20T00:00:00.000000000", + "2025-05-21T00:00:00.000000000", + "2025-05-22T00:00:00.000000000", + "2025-05-23T00:00:00.000000000", + "2025-05-27T00:00:00.000000000", + "2025-05-28T00:00:00.000000000", + "2025-05-29T00:00:00.000000000", + "2025-05-30T00:00:00.000000000", + "2025-06-02T00:00:00.000000000", + "2025-06-03T00:00:00.000000000", + "2025-06-04T00:00:00.000000000", + "2025-06-05T00:00:00.000000000", + "2025-06-06T00:00:00.000000000", + "2025-06-09T00:00:00.000000000", + "2025-06-10T00:00:00.000000000", + "2025-06-11T00:00:00.000000000", + "2025-06-12T00:00:00.000000000", + "2025-06-13T00:00:00.000000000", + "2025-06-16T00:00:00.000000000", + "2025-06-17T00:00:00.000000000", + "2025-06-18T00:00:00.000000000", + "2025-06-20T00:00:00.000000000", + "2025-06-23T00:00:00.000000000", + "2025-06-24T00:00:00.000000000", + "2025-06-25T00:00:00.000000000", + "2025-06-26T00:00:00.000000000", + "2025-06-27T00:00:00.000000000", + "2025-06-30T00:00:00.000000000", + "2025-07-01T00:00:00.000000000", + "2025-07-02T00:00:00.000000000", + "2025-07-03T00:00:00.000000000", + "2025-07-07T00:00:00.000000000", + "2025-07-08T00:00:00.000000000", + "2025-07-09T00:00:00.000000000", + "2025-07-10T00:00:00.000000000", + "2025-07-11T00:00:00.000000000", + "2025-07-14T00:00:00.000000000", + "2025-07-15T00:00:00.000000000", + "2025-07-16T00:00:00.000000000", + "2025-07-17T00:00:00.000000000", + "2025-07-18T00:00:00.000000000", + "2025-07-21T00:00:00.000000000", + "2025-07-22T00:00:00.000000000", + "2025-07-23T00:00:00.000000000", + "2025-07-24T00:00:00.000000000", + "2025-07-25T00:00:00.000000000", + "2025-07-28T00:00:00.000000000", + "2025-07-29T00:00:00.000000000", + "2025-07-30T00:00:00.000000000", + "2025-07-31T00:00:00.000000000", + "2025-08-01T00:00:00.000000000", + "2025-08-04T00:00:00.000000000", + "2025-08-05T00:00:00.000000000", + "2025-08-06T00:00:00.000000000", + "2025-08-07T00:00:00.000000000", + "2025-08-08T00:00:00.000000000", + "2025-08-11T00:00:00.000000000", + "2025-08-12T00:00:00.000000000", + "2025-08-13T00:00:00.000000000", + "2025-08-14T00:00:00.000000000", + "2025-08-15T00:00:00.000000000", + "2025-08-18T00:00:00.000000000", + "2025-08-19T00:00:00.000000000", + "2025-08-20T00:00:00.000000000", + "2025-08-21T00:00:00.000000000", + "2025-08-22T00:00:00.000000000", + "2025-08-25T00:00:00.000000000", + "2025-08-26T00:00:00.000000000", + "2025-08-27T00:00:00.000000000", + "2025-08-28T00:00:00.000000000", + "2025-08-29T00:00:00.000000000", + "2025-09-02T00:00:00.000000000", + "2025-09-03T00:00:00.000000000", + "2025-09-04T00:00:00.000000000", + "2025-09-05T00:00:00.000000000", + "2025-09-08T00:00:00.000000000", + "2025-09-09T00:00:00.000000000", + "2025-09-10T00:00:00.000000000", + "2025-09-11T00:00:00.000000000", + "2025-09-12T00:00:00.000000000", + "2025-09-15T00:00:00.000000000", + "2025-09-16T00:00:00.000000000", + "2025-09-17T00:00:00.000000000", + "2025-09-18T00:00:00.000000000", + "2025-09-19T00:00:00.000000000", + "2025-09-22T00:00:00.000000000", + "2025-09-23T00:00:00.000000000", + "2025-09-24T00:00:00.000000000", + "2025-09-25T00:00:00.000000000", + "2025-09-26T00:00:00.000000000", + "2025-09-29T00:00:00.000000000", + "2025-09-30T00:00:00.000000000", + "2025-10-01T00:00:00.000000000", + "2025-10-02T00:00:00.000000000", + "2025-10-03T00:00:00.000000000", + "2025-10-06T00:00:00.000000000", + "2025-10-07T00:00:00.000000000", + "2025-10-08T00:00:00.000000000", + "2025-10-09T00:00:00.000000000", + "2025-10-10T00:00:00.000000000", + "2025-10-13T00:00:00.000000000", + "2025-10-14T00:00:00.000000000", + "2025-10-15T00:00:00.000000000", + "2025-10-16T00:00:00.000000000", + "2025-10-17T00:00:00.000000000", + "2025-10-20T00:00:00.000000000", + "2025-10-21T00:00:00.000000000", + "2025-10-22T00:00:00.000000000", + "2025-10-23T00:00:00.000000000", + "2025-10-24T00:00:00.000000000", + "2025-10-27T00:00:00.000000000", + "2025-10-28T00:00:00.000000000", + "2025-10-29T00:00:00.000000000", + "2025-10-30T00:00:00.000000000", + "2025-10-31T00:00:00.000000000", + "2025-11-03T00:00:00.000000000", + "2025-11-04T00:00:00.000000000", + "2025-11-05T00:00:00.000000000", + "2025-11-06T00:00:00.000000000", + "2025-11-07T00:00:00.000000000", + "2025-11-10T00:00:00.000000000", + "2025-11-11T00:00:00.000000000", + "2025-11-12T00:00:00.000000000", + "2025-11-13T00:00:00.000000000", + "2025-11-14T00:00:00.000000000", + "2025-11-17T00:00:00.000000000", + "2025-11-18T00:00:00.000000000", + "2025-11-19T00:00:00.000000000", + "2025-11-20T00:00:00.000000000", + "2025-11-21T00:00:00.000000000", + "2025-11-24T00:00:00.000000000", + "2025-11-25T00:00:00.000000000", + "2025-11-26T00:00:00.000000000", + "2025-11-28T00:00:00.000000000", + "2025-12-01T00:00:00.000000000", + "2025-12-02T00:00:00.000000000", + "2025-12-03T00:00:00.000000000", + "2025-12-04T00:00:00.000000000", + "2025-12-05T00:00:00.000000000", + "2025-12-08T00:00:00.000000000", + "2025-12-09T00:00:00.000000000", + "2025-12-10T00:00:00.000000000", + "2025-12-11T00:00:00.000000000", + "2025-12-12T00:00:00.000000000", + "2025-12-15T00:00:00.000000000", + "2025-12-16T00:00:00.000000000", + "2025-12-17T00:00:00.000000000", + "2025-12-18T00:00:00.000000000", + "2025-12-19T00:00:00.000000000", + "2025-12-22T00:00:00.000000000", + "2025-12-23T00:00:00.000000000", + "2025-12-24T00:00:00.000000000", + "2025-12-26T00:00:00.000000000", + "2025-12-29T00:00:00.000000000", + "2025-12-30T00:00:00.000000000", + "2025-12-31T00:00:00.000000000", + "2026-01-02T00:00:00.000000000", + "2026-01-05T00:00:00.000000000", + "2026-01-06T00:00:00.000000000", + "2026-01-07T00:00:00.000000000", + "2026-01-08T00:00:00.000000000", + "2026-01-09T00:00:00.000000000", + "2026-01-12T00:00:00.000000000", + "2026-01-13T00:00:00.000000000", + "2026-01-14T00:00:00.000000000", + "2026-01-15T00:00:00.000000000", + "2026-01-16T00:00:00.000000000", + "2026-01-20T00:00:00.000000000", + "2026-01-21T00:00:00.000000000", + "2026-01-22T00:00:00.000000000", + "2026-01-23T00:00:00.000000000", + "2026-01-26T00:00:00.000000000", + "2026-01-27T00:00:00.000000000", + "2026-01-28T00:00:00.000000000", + "2026-01-29T00:00:00.000000000", + "2026-01-30T00:00:00.000000000", + "2026-02-02T00:00:00.000000000", + "2026-02-03T00:00:00.000000000", + "2026-02-04T00:00:00.000000000", + "2026-02-05T00:00:00.000000000", + "2026-02-06T00:00:00.000000000", + "2026-02-09T00:00:00.000000000", + "2026-02-10T00:00:00.000000000", + "2026-02-11T00:00:00.000000000", + "2026-02-12T00:00:00.000000000", + "2026-02-13T00:00:00.000000000", + "2026-02-17T00:00:00.000000000", + "2026-02-18T00:00:00.000000000", + "2026-02-19T00:00:00.000000000", + "2026-02-20T00:00:00.000000000", + "2026-02-23T00:00:00.000000000", + "2026-02-24T00:00:00.000000000", + "2026-02-25T00:00:00.000000000", + "2026-02-26T00:00:00.000000000", + "2026-02-27T00:00:00.000000000", + "2026-03-02T00:00:00.000000000", + "2026-03-03T00:00:00.000000000", + "2026-03-04T00:00:00.000000000", + "2026-03-05T00:00:00.000000000", + "2026-03-06T00:00:00.000000000", + "2026-03-09T00:00:00.000000000", + "2026-03-10T00:00:00.000000000", + "2026-03-11T00:00:00.000000000", + "2026-03-12T00:00:00.000000000", + "2026-03-13T00:00:00.000000000", + "2026-03-16T00:00:00.000000000", + "2026-03-17T00:00:00.000000000", + "2026-03-18T00:00:00.000000000", + "2026-03-19T00:00:00.000000000", + "2026-03-20T00:00:00.000000000", + "2026-03-23T00:00:00.000000000", + "2026-03-24T00:00:00.000000000", + "2026-03-25T00:00:00.000000000", + "2026-03-26T00:00:00.000000000", + "2026-03-27T00:00:00.000000000", + "2026-03-30T00:00:00.000000000", + "2026-03-31T00:00:00.000000000", + "2026-04-01T00:00:00.000000000", + "2026-04-02T00:00:00.000000000", + "2026-04-06T00:00:00.000000000", + "2026-04-07T00:00:00.000000000", + "2026-04-08T00:00:00.000000000", + "2026-04-09T00:00:00.000000000", + "2026-04-10T00:00:00.000000000", + "2026-04-13T00:00:00.000000000", + "2026-04-14T00:00:00.000000000", + "2026-04-15T00:00:00.000000000", + "2026-04-16T00:00:00.000000000", + "2026-04-17T00:00:00.000000000", + "2026-04-20T00:00:00.000000000", + "2026-04-21T00:00:00.000000000", + "2026-04-22T00:00:00.000000000", + "2026-04-23T00:00:00.000000000", + "2026-04-24T00:00:00.000000000", + "2026-04-27T00:00:00.000000000", + "2026-04-28T00:00:00.000000000", + "2026-04-29T00:00:00.000000000", + "2026-04-30T00:00:00.000000000", + "2026-05-01T00:00:00.000000000", + "2026-05-04T00:00:00.000000000", + "2026-05-05T00:00:00.000000000", + "2026-05-06T00:00:00.000000000", + "2026-05-07T00:00:00.000000000", + "2026-05-08T00:00:00.000000000", + "2026-05-11T00:00:00.000000000", + "2026-05-12T00:00:00.000000000", + "2026-05-13T00:00:00.000000000", + "2026-05-14T00:00:00.000000000", + "2026-05-15T00:00:00.000000000", + "2026-05-18T00:00:00.000000000", + "2026-05-19T00:00:00.000000000", + "2026-05-20T00:00:00.000000000", + "2026-05-21T00:00:00.000000000", + "2026-05-22T00:00:00.000000000", + "2026-05-25T00:00:00.000000000", + "2026-05-26T00:00:00.000000000", + "2026-05-27T00:00:00.000000000", + "2026-05-28T00:00:00.000000000", + "2026-05-29T00:00:00.000000000", + "2026-06-01T00:00:00.000000000", + "2026-06-02T00:00:00.000000000", + "2026-06-03T00:00:00.000000000", + "2026-06-04T00:00:00.000000000", + "2026-06-05T00:00:00.000000000", + "2026-06-08T00:00:00.000000000", + "2026-06-09T00:00:00.000000000", + "2026-06-10T00:00:00.000000000", + "2026-06-11T00:00:00.000000000", + "2026-06-12T00:00:00.000000000", + "2026-06-15T00:00:00.000000000", + "2026-06-16T00:00:00.000000000", + "2026-06-17T00:00:00.000000000", + "2026-06-18T00:00:00.000000000", + "2026-06-22T00:00:00.000000000", + "2026-06-23T00:00:00.000000000", + "2026-06-24T00:00:00.000000000", + "2026-06-25T00:00:00.000000000", + "2026-06-26T00:00:00.000000000", + "2026-06-29T00:00:00.000000000", + "2026-06-30T00:00:00.000000000", + "2026-07-01T00:00:00.000000000", + "2026-07-02T00:00:00.000000000", + "2026-07-06T00:00:00.000000000", + "2026-07-07T00:00:00.000000000", + "2026-07-08T00:00:00.000000000", + "2026-07-09T00:00:00.000000000", + "2026-07-10T00:00:00.000000000", + "2026-07-13T00:00:00.000000000", + "2026-07-14T00:00:00.000000000", + "2026-07-15T00:00:00.000000000", + "2026-07-16T00:00:00.000000000", + "2026-07-17T00:00:00.000000000", + "2026-07-20T00:00:00.000000000", + "2026-07-21T00:00:00.000000000", + "2026-07-22T00:00:00.000000000", + "2026-07-23T00:00:00.000000000", + "2026-07-24T00:00:00.000000000", + "2026-07-27T00:00:00.000000000", + "2026-07-28T00:00:00.000000000", + "2026-07-29T00:00:00.000000000", + "2026-07-30T00:00:00.000000000", + "2026-07-31T00:00:00.000000000", + "2026-08-03T00:00:00.000000000", + "2026-08-04T00:00:00.000000000", + "2026-08-05T00:00:00.000000000" + ], + "xaxis": "x10", + "y": { + "bdata": "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", + "dtype": "f8" + }, + "yaxis": "y10" + } + ], + "layout": { + "annotations": [ + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "US CPI MoM log change, conservative release lag + 1B feature lag", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.9999999999999999, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "Trade-weighted dollar index log return, lagged 1 business day", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.898, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "Effective federal funds rate, lagged 1 business day", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.796, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "NASDAQ Composite close-to-close log return, lagged 1 business day", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.694, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "WTI oil spot log return, lagged 1 business day", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.592, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "US unemployment rate, conservative release lag + 1B feature lag", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.49000000000000005, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "US 10-year Treasury yield level, lagged 1 business day", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.388, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "US 10Y minus 2Y Treasury spread, lagged 1 business day", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.28600000000000003, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "CBOE VIX close level, lagged 1 business day", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.184, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 11 + }, + "showarrow": false, + "text": "CBOE VIX close-to-close log return, lagged 1 business day", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 0.082, + "yanchor": "bottom", + "yref": "paper" + } + ], + "height": 2200, + "shapes": [ + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x", + "y0": 0, + "y1": 1, + "yref": "y domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x2", + "y0": 0, + "y1": 1, + "yref": "y2 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x3", + "y0": 0, + "y1": 1, + "yref": "y3 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x4", + "y0": 0, + "y1": 1, + "yref": "y4 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x5", + "y0": 0, + "y1": 1, + "yref": "y5 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x6", + "y0": 0, + "y1": 1, + "yref": "y6 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x7", + "y0": 0, + "y1": 1, + "yref": "y7 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x8", + "y0": 0, + "y1": 1, + "yref": "y8 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x9", + "y0": 0, + "y1": 1, + "yref": "y9 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2001-03-01", + "x1": "2001-11-01", + "xref": "x10", + "y0": 0, + "y1": 1, + "yref": "y10 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x", + "y0": 0, + "y1": 1, + "yref": "y domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x2", + "y0": 0, + "y1": 1, + "yref": "y2 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x3", + "y0": 0, + "y1": 1, + "yref": "y3 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x4", + "y0": 0, + "y1": 1, + "yref": "y4 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x5", + "y0": 0, + "y1": 1, + "yref": "y5 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x6", + "y0": 0, + "y1": 1, + "yref": "y6 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x7", + "y0": 0, + "y1": 1, + "yref": "y7 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x8", + "y0": 0, + "y1": 1, + "yref": "y8 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x9", + "y0": 0, + "y1": 1, + "yref": "y9 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2007-12-01", + "x1": "2009-06-01", + "xref": "x10", + "y0": 0, + "y1": 1, + "yref": "y10 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x", + "y0": 0, + "y1": 1, + "yref": "y domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x2", + "y0": 0, + "y1": 1, + "yref": "y2 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x3", + "y0": 0, + "y1": 1, + "yref": "y3 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x4", + "y0": 0, + "y1": 1, + "yref": "y4 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x5", + "y0": 0, + "y1": 1, + "yref": "y5 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x6", + "y0": 0, + "y1": 1, + "yref": "y6 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x7", + "y0": 0, + "y1": 1, + "yref": "y7 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x8", + "y0": 0, + "y1": 1, + "yref": "y8 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x9", + "y0": 0, + "y1": 1, + "yref": "y9 domain" + }, + { + "fillcolor": "#ffffff", + "line": { + "width": 0 + }, + "opacity": 0.14, + "type": "rect", + "x0": "2020-02-01", + "x1": "2020-04-01", + "xref": "x10", + "y0": 0, + "y1": 1, + "yref": "y10 domain" + } + ], + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#f2f5fa" + }, + "error_y": { + "color": "#f2f5fa" + }, + "marker": { + "line": { + "color": "rgb(17,17,17)", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "rgb(17,17,17)", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#A2B1C6", + "gridcolor": "#506784", + "linecolor": "#506784", + "minorgridcolor": "#506784", + "startlinecolor": "#A2B1C6" + }, + "baxis": { + "endlinecolor": "#A2B1C6", + "gridcolor": "#506784", + "linecolor": "#506784", + "minorgridcolor": "#506784", + "startlinecolor": "#A2B1C6" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "marker": { + "line": { + "color": "#283442" + } + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "line": { + "color": "#283442" + } + }, + "type": "scattergl" + } + ], + "scattermap": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermap" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#506784" + }, + "line": { + "color": "rgb(17,17,17)" + } + }, + "header": { + "fill": { + "color": "#2a3f5f" + }, + "line": { + "color": "rgb(17,17,17)" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#f2f5fa", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#f2f5fa" + }, + "geo": { + "bgcolor": "rgb(17,17,17)", + "lakecolor": "rgb(17,17,17)", + "landcolor": "rgb(17,17,17)", + "showlakes": true, + "showland": true, + "subunitcolor": "#506784" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "dark" + }, + "paper_bgcolor": "rgb(17,17,17)", + "plot_bgcolor": "rgb(17,17,17)", + "polar": { + "angularaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "bgcolor": "rgb(17,17,17)", + "radialaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + }, + "yaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + }, + "zaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + } + }, + "shapedefaults": { + "line": { + "color": "#f2f5fa" + } + }, + "sliderdefaults": { + "bgcolor": "#C8D4E3", + "bordercolor": "rgb(17,17,17)", + "borderwidth": 1, + "tickwidth": 0 + }, + "ternary": { + "aaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "baxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "bgcolor": "rgb(17,17,17)", + "caxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "updatemenudefaults": { + "bgcolor": "#506784", + "borderwidth": 0 + }, + "xaxis": { + "automargin": true, + "gridcolor": "#283442", + "linecolor": "#506784", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "#283442", + "linecolor": "#506784", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "Covariates by series (independent y-scales, shaded: NBER recessions)" + }, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "matches": "x10", + "showticklabels": false + }, + "xaxis10": { + "anchor": "y10", + "domain": [ + 0, + 1 + ], + "range": [ + "2016-01-01", + "2026-08-05T00:00:00" + ], + "title": { + "text": "Timestamp" + } + }, + "xaxis2": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "matches": "x10", + "showticklabels": false + }, + "xaxis3": { + "anchor": "y3", + "domain": [ + 0, + 1 + ], + "matches": "x10", + "showticklabels": false + }, + "xaxis4": { + "anchor": "y4", + "domain": [ + 0, + 1 + ], + "matches": "x10", + "showticklabels": false + }, + "xaxis5": { + "anchor": "y5", + "domain": [ + 0, + 1 + ], + "matches": "x10", + "showticklabels": false + }, + "xaxis6": { + "anchor": "y6", + "domain": [ + 0, + 1 + ], + "matches": "x10", + "showticklabels": false + }, + "xaxis7": { + "anchor": "y7", + "domain": [ + 0, + 1 + ], + "matches": "x10", + "showticklabels": false + }, + "xaxis8": { + "anchor": "y8", + "domain": [ + 0, + 1 + ], + "matches": "x10", + "showticklabels": false + }, + "xaxis9": { + "anchor": "y9", + "domain": [ + 0, + 1 + ], + "matches": "x10", + "showticklabels": false + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0.9179999999999999, + 0.9999999999999999 + ], + "title": { + "text": "log-change" + } + }, + "yaxis10": { + "anchor": "x10", + "domain": [ + 0, + 0.082 + ], + "title": { + "text": "log-return" + } + }, + "yaxis2": { + "anchor": "x2", + "domain": [ + 0.8160000000000001, + 0.898 + ], + "title": { + "text": "log-return" + } + }, + "yaxis3": { + "anchor": "x3", + "domain": [ + 0.7140000000000001, + 0.796 + ], + "title": { + "text": "percent" + } + }, + "yaxis4": { + "anchor": "x4", + "domain": [ + 0.612, + 0.694 + ], + "title": { + "text": "log-return" + } + }, + "yaxis5": { + "anchor": "x5", + "domain": [ + 0.51, + 0.592 + ], + "title": { + "text": "log-return" + } + }, + "yaxis6": { + "anchor": "x6", + "domain": [ + 0.40800000000000003, + 0.49000000000000005 + ], + "title": { + "text": "percent" + } + }, + "yaxis7": { + "anchor": "x7", + "domain": [ + 0.306, + 0.388 + ], + "title": { + "text": "percent" + } + }, + "yaxis8": { + "anchor": "x8", + "domain": [ + 0.20400000000000001, + 0.28600000000000003 + ], + "title": { + "text": "percent-points" + } + }, + "yaxis9": { + "anchor": "x9", + "domain": [ + 0.10200000000000001, + 0.184 + ], + "title": { + "text": "index-level" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "covariate_ids = covariate_svc.series_ids\n", + "covariate_plot_start = \"2016-01-01\"\n", + "\n", + "# Fixed categorical order (validated for CVD-safety), cycled since there are\n", + "# more covariates than hues in the base palette.\n", + "covariate_palette = [\n", + " \"#3987e5\", # blue\n", + " \"#008300\", # green\n", + " \"#d55181\", # magenta\n", + " \"#c98500\", # yellow\n", + " \"#199e70\", # aqua\n", + " \"#d95926\", # orange\n", + " \"#9085e9\", # violet\n", + " \"#e66767\", # red\n", + "]\n", + "\n", + "# Each covariate lives on its own scale (percent, log-return, index level, ...),\n", + "# so — as with the BAA10Y horizons above — every series gets its own row and\n", + "# y-axis rather than being forced onto one shared scale.\n", + "fig = make_subplots(\n", + " rows=len(covariate_ids),\n", + " cols=1,\n", + " shared_xaxes=True,\n", + " vertical_spacing=0.02,\n", + " subplot_titles=[covariate_svc.get_metadata(sid).description for sid in covariate_ids],\n", + ")\n", + "\n", + "covariate_ends = []\n", + "for row, series_id in enumerate(covariate_ids, start=1):\n", + " meta = covariate_svc.get_metadata(series_id)\n", + " s = covariate_svc.get_series(series_id, as_of=as_of).sort_values(\"timestamp\")\n", + " # Some covariates (fed funds, 10Y yield, ...) have decades of history that\n", + " # predate the others, so clip everyone to the same start for a fair view.\n", + " s = s[s[\"timestamp\"] >= covariate_plot_start]\n", + " if len(s) > 0:\n", + " covariate_ends.append(s[\"timestamp\"].max())\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=s[\"timestamp\"],\n", + " y=s[\"value\"],\n", + " mode=\"lines\",\n", + " name=series_id,\n", + " line=dict(color=covariate_palette[(row - 1) % len(covariate_palette)], width=1.2),\n", + " showlegend=False,\n", + " ),\n", + " row=row,\n", + " col=1,\n", + " )\n", + " fig.update_yaxes(title_text=meta.units, row=row, col=1)\n", + "\n", + "for start, end in recession_periods:\n", + " fig.add_vrect(\n", + " x0=start,\n", + " x1=end,\n", + " fillcolor=\"#ffffff\",\n", + " opacity=0.14,\n", + " line_width=0,\n", + " row=\"all\",\n", + " col=1,\n", + " )\n", + "\n", + "# Shared x-axes are linked via `matches` to this bottom axis, so the range\n", + "# only needs to (and, in plotly, only *can*) be set here — setting it with\n", + "# row=\"all\" is a silent no-op on matched axes.\n", + "covariate_plot_end = max(covariate_ends)\n", + "fig.update_xaxes(title_text=\"Timestamp\", row=len(covariate_ids), col=1)\n", + "fig.update_xaxes(range=[covariate_plot_start, covariate_plot_end], row=len(covariate_ids), col=1)\n", + "fig.update_annotations(font_size=11)\n", + "fig.update_layout(\n", + " title=\"Covariates by series (independent y-scales, shaded: NBER recessions)\",\n", + " template=\"plotly_dark\",\n", + " height=220 * len(covariate_ids),\n", + ")\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "5393f2ef", + "metadata": {}, + "source": [ + "## 6. Plot the HYOAS_OPTIONAL_COVARIATE_SERIES_IDS\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "67ae19cc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
series_iddescriptionsourceunitsfrequencyn_obsstartend
0hyoas_hyg_dgs3_proxy_change_1b_bps_l1bHYG-DGS3 duration-based high-yield spread-chan...Yahoo Finance (HYG) and FRED (DGS3), derivedbasis-pointsB26592016-01-062026-08-04
1hyoas_observed_change_1b_bps_l1bObserved ICE BofA US High Yield OAS daily chan...FRED (BAMLH0A0HYM2), derivedbasis-pointsB7802023-08-092026-08-04
\n", + "
" + ], + "text/plain": [ + " series_id \\\n", + "0 hyoas_hyg_dgs3_proxy_change_1b_bps_l1b \n", + "1 hyoas_observed_change_1b_bps_l1b \n", + "\n", + " description \\\n", + "0 HYG-DGS3 duration-based high-yield spread-chan... \n", + "1 Observed ICE BofA US High Yield OAS daily chan... \n", + "\n", + " source units frequency \\\n", + "0 Yahoo Finance (HYG) and FRED (DGS3), derived basis-points B \n", + "1 FRED (BAMLH0A0HYM2), derived basis-points B \n", + "\n", + " n_obs start end \n", + "0 2659 2016-01-06 2026-08-04 \n", + "1 780 2023-08-09 2026-08-04 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from BAA10Y_forecasting.data import build_baa10y_multivariate_service,HYOAS_OPTIONAL_COVARIATE_SERIES_IDS\n", + "DATA_HISTORY_START = \"2016-01-01\"\n", + "REFRESH_CACHE = True\n", + "\n", + "\n", + "covariate_svc = build_baa10y_multivariate_service(\n", + " windows=(), \n", + " include_covariates=True,\n", + " covariate_series_ids= HYOAS_OPTIONAL_COVARIATE_SERIES_IDS,\n", + " start=DATA_HISTORY_START,\n", + " refresh=REFRESH_CACHE,\n", + ")\n", + "\n", + "covariate_svc.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "bc38b294", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'series_df' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[10]\u001b[39m\u001b[32m, line 26\u001b[39m\n\u001b[32m 22\u001b[39m plotted_series = []\n\u001b[32m 23\u001b[39m \n\u001b[32m 24\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m series_id \u001b[38;5;28;01min\u001b[39;00m summary_df[\u001b[33m\"series_id\"\u001b[39m].tolist():\n\u001b[32m 25\u001b[39m series_values[series_id] = (\n\u001b[32m---> \u001b[39m\u001b[32m26\u001b[39m series_df.set_index(\u001b[33m\"timestamp\"\u001b[39m)[\u001b[33m\"value\"\u001b[39m])\n\u001b[32m 27\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m series_id \u001b[38;5;28;01mnot\u001b[39;00m \u001b[38;5;28;01min\u001b[39;00m SERIES_LABELS:\n\u001b[32m 28\u001b[39m \u001b[38;5;28;01mcontinue\u001b[39;00m\n\u001b[32m 29\u001b[39m \n", + "\u001b[31mNameError\u001b[39m: name 'series_df' is not defined" + ] + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "PLOT_START = pd.Timestamp(\"2016-01-01\")\n", + "OBSERVED_ID = \"hyoas_observed_change_1b_bps_l1b\"\n", + "PROXY_ID = \"hyoas_hyg_dgs3_proxy_change_1b_bps_l1b\"\n", + "\n", + "SERIES_LABELS = {\n", + " \"hyoas_observed_change_1b_bps_l1b\":\n", + " \"Observed HYOAS (FRED)\",\n", + " \"hyoas_hyg_dgs3_proxy_change_1b_bps_l1b\":\n", + " \"HYG–DGS3 proxy\",\n", + "}\n", + "\n", + "SERIES_COLORS = {\n", + " \"hyoas_observed_change_1b_bps_l1b\": \"#ffb000\",\n", + " \"hyoas_hyg_dgs3_proxy_change_1b_bps_l1b\": \"#3987e5\",\n", + "}\n", + "summary_df = covariate_svc.summary()\n", + "series_values = {}\n", + "\n", + "fig = go.Figure()\n", + "plotted_series = []\n", + "\n", + "for series_id in summary_df[\"series_id\"].tolist():\n", + " series_values[series_id] = (\n", + " series_df.set_index(\"timestamp\")[\"value\"])\n", + " if series_id not in SERIES_LABELS:\n", + " continue\n", + "\n", + " series_df = (\n", + " covariate_svc\n", + " .get_series(series_id, as_of=as_of)\n", + " .sort_values(\"timestamp\")\n", + " .copy()\n", + " )\n", + "\n", + " series_df[\"timestamp\"] = pd.to_datetime(\n", + " series_df[\"timestamp\"]\n", + " )\n", + " series_df[\"value\"] = pd.to_numeric(\n", + " series_df[\"value\"],\n", + " errors=\"coerce\",\n", + " )\n", + "\n", + " series_df = series_df.loc[\n", + " series_df[\"timestamp\"] >= PLOT_START\n", + " ].dropna(subset=[\"value\"])\n", + "\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=series_df[\"timestamp\"],\n", + " y=series_df[\"value\"],\n", + " mode=\"lines\",\n", + " name=SERIES_LABELS[series_id],\n", + " line=dict(\n", + " color=SERIES_COLORS[series_id],\n", + " width=1.3,\n", + " ),\n", + " hovertemplate=(\n", + " \"%{fullData.name}
\"\n", + " \"Date: %{x|%Y-%m-%d}
\"\n", + " \"Change: %{y:.2f} bps\"\n", + " \"\"\n", + " ),\n", + " )\n", + " )\n", + "\n", + " plotted_series.append(series_id)\n", + "\n", + "fig.add_hline(\n", + " y=0,\n", + " line_width=1,\n", + " line_dash=\"dash\",\n", + " line_color=\"gray\",\n", + ")\n", + "\n", + "fig.update_layout(\n", + " title=(\n", + " \"Observed HYOAS vs. HYG–DGS3 \"\n", + " \"Spread-Change Proxy\"\n", + " ),\n", + " template=\"plotly_dark\",\n", + " height=550,\n", + " xaxis_title=\"Date\",\n", + " yaxis_title=\"Daily spread change (basis points)\",\n", + " hovermode=\"x unified\",\n", + " legend_title=\"Series\",\n", + ")\n", + "\n", + "fig.show()\n", + "correlation = series_values[OBSERVED_ID].corr(\n", + " series_values[PROXY_ID]\n", + ")\n", + "\n", + "print(f\"Correlation: {correlation:.4f}\")\n", + "\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv (3.12.3)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/implementations/BAA10Y_forecasting/01_BAA10Y_multivariate_backtest.ipynb b/implementations/BAA10Y_forecasting/01_BAA10Y_multivariate_backtest.ipynb new file mode 100644 index 00000000..516ae9ea --- /dev/null +++ b/implementations/BAA10Y_forecasting/01_BAA10Y_multivariate_backtest.ipynb @@ -0,0 +1,9191 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "52b6fbe6", + "metadata": {}, + "source": [ + "# BAA10Y — multivariate conventional-methods comparison\n", + "\n", + "The repo's **financial-markets** reference: a head-to-head of conventional\n", + "time-series methods on a daily equity index, all reading the **same leak-safe\n", + "covariate panel** (VIX, Treasury yields, the 2s10s spread, fed funds, CPI,\n", + "unemployment, oil, gold, the dollar index, NASDAQ), plus an LLM-Process\n", + "forecaster that can read those covariates in its prompt.\n", + "\n", + "> Given the same macro/market observations, **which method forecasts the index\n", + "> best — and can an LLM-Process, handed those covariates, keep up with gradient\n", + "> boosting?**\n", + "\n", + "Unlike the energy/oil reference (univariate price trajectory forecast by\n", + "news-grounded / code-executing / adaptive **agents**), this is a clean,\n", + "reproducible **numerical-methods bake-off across a covariate panel** — no agents,\n", + "no news — scored with CRPS and direction metrics.\n", + "\n", + "**Methods**\n", + "\n", + "| Family | Predictors | Covariates? |\n", + "|---|---|---|\n", + "| Naive floor | `LastValuePredictor` | — |\n", + "| Classical | ETS, Kalman, AutoARIMA | — (univariate) |\n", + "| ML regression | Darts LinearRegression, LightGBM | ✅ optional past covariates |\n", + "| LLM-Process | `SampledTrajectoryLLMPredictor` | ✅ optional covariate prompt blocks |\n", + "\n", + "**How it's organised.** Specs (`specs/*.yaml`) carry only the **experiment\n", + "design** — the window and one single-horizon task per `baa10y_change_{N}b` target.\n", + "The **predictors and their hyperparameters live in code** (the predictors cell in\n", + "Section 4), so you tune models by editing Python, not YAML.\n", + "\n", + "**Workflow:** iterate on the **2025 backtest** (Section 5) by setting\n", + "`EXPERIMENT_CONFIG` in the config cell, then spend the **protected 2026 eval**\n", + "(Section 7) on your finalists. `\"smoke\"` is the fast default." + ] + }, + { + "cell_type": "markdown", + "id": "20748993", + "metadata": {}, + "source": [ + "## What's actually forecastable at daily resolution?\n", + "\n", + "- **Target = change, not the spread level.** We forecast **close-to-close\n", + " cumulative change** over a few horizons, one series per window:\n", + " `baa10y_change_1b` (next session), `baa10y_change_5b` (forward 1 week),\n", + " `baa10y_change_21b` (forward 1 month). Forecasting `baa10y_change_Nb` exactly `N`\n", + " business days ahead resolves to the **forward** cumulative change over the next\n", + " `N` sessions.\n", + "- **Per horizon:** `h=1` → direction / next-day **risk management**; `h=5`/`h=21`\n", + " → tactical rebalancing and option tenors as cumulative change.\n" + ] + }, + { + "cell_type": "markdown", + "id": "4c6b6eb8", + "metadata": {}, + "source": [ + "## ⚠️ Cutoff-aware evaluation — why the windows are what they are\n", + "\n", + "This is the methodological heart of the comparison, and it's easy to get wrong.\n", + "\n", + "- **Numerical methods are cutoff-safe by construction.** Naive, ETS, Kalman,\n", + " AutoARIMA, LinReg and LightGBM only ever see the series up to the forecast\n", + " origin (`ForecastContext` enforces it). They can be backtested on *any*\n", + " historical window — including the 2020 COVID crash.\n", + "- **An LLM is not.** Gemini's training cutoff is ~**January 2025**, so it has\n", + " effectively **memorised** outcomes before then. Scoring an LLM-Process on a\n", + " pre-2025 origin measures *recall*, not forecasting — and silently flatters it\n", + " in the head-to-head, which is exactly the comparison this notebook is about.\n", + "\n", + "So the LLM-inclusive comparison lives **after the cutoff**:\n", + "\n", + "| Window | Spec | Role | LLMP? |\n", + "|---|---|---|---|\n", + "| **2025** | `baa10y_smoke.yaml` / `baa10y_backtest_2025.yaml` | open iteration & comparison | ✅ post-cutoff |\n", + "| **2026** | `baa10y_eval_2026.yaml` | **protected** held-out test (budgeted) | ✅ post-cutoff |\n", + "| **2020 COVID** | `baa10y_stress_2020.yaml` | volatile-regime stress, **numerical only** | ❌ leaked for LLMs |\n", + "\n", + "This discipline is enforced **in code**: the predictors cell (Section 4) gates the\n", + "LLM-Process rows on a `POST_CUTOFF` flag, so selecting `EXPERIMENT_CONFIG =\n", + "\"stress_2020\"` drops them automatically — the numerical methods remain perfectly\n", + "valid on that volatile window." + ] + }, + { + "cell_type": "markdown", + "id": "823a7363", + "metadata": {}, + "source": [ + "---\n", + "## 1. Setup\n", + "\n", + "The heavy lifting lives in helper modules alongside this notebook:\n", + "\n", + "- `data.py` builds the `DataService` (return targets + the covariate panel).\n", + "- `predictors/` the BAA10Y LLM-Process prompt and sampling recipe.\n", + "- `leaderboard.py` turns cached results into the `RESULTS_DF` leaderboard frame.\n", + "- `analysis.py` / `plots.py` direction metrics, styled tables, and figures.\n", + "\n", + "We build **one** data service that registers the three return targets plus the\n", + "full covariate panel. Target-only predictors simply ignore the registered\n", + "covariates; the covariate variants read them.\n", + "\n", + "**First run on the 2025/2026 windows?** Warm the caches to the present first:\n", + "`uv run python scripts/fetch_sp500_market.py --refresh` (Yahoo)\n", + "and `uv run python scripts/fetch_fred.py` (traget and macro covariates)." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "be2f6012", + "metadata": {}, + "outputs": [], + "source": [ + "from __future__ import annotations\n", + "\n", + "import warnings\n", + "from pathlib import Path\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "import yaml\n", + "from dotenv import load_dotenv\n", + "\n", + "\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "\n", + "# Resolve the repo root robustly (walk up for the workspace markers) so the\n", + "# proxy creds load regardless of the kernel's working directory.\n", + "def _repo_root() -> Path:\n", + " here = Path.cwd().resolve()\n", + " for cand in (here, *here.parents):\n", + " if (cand / \"pyproject.toml\").exists() and (cand / \"aieng-forecasting\").is_dir():\n", + " return cand\n", + " return here\n", + "\n", + "\n", + "ROOT = _repo_root()\n", + "load_dotenv(ROOT / \".env\", override=False) # LLMP rows call the Vector proxy — need PROXY_* set\n", + "\n", + "\n", + "from aieng.forecasting.evaluation import (\n", + " MultiTargetBacktestSpec,\n", + " MultiTargetEvalSpec,\n", + " cached_multi_backtest,\n", + " describe_spec,\n", + " multi_evaluate,\n", + ")\n", + "from aieng.forecasting.methods import (\n", + " DartsAutoARIMAPredictor,\n", + " DartsExponentialSmoothingPredictor,\n", + " DartsKalmanForecasterPredictor,\n", + " DartsLightGBMPredictor,\n", + " DartsLinearRegressionPredictor,\n", + " LastValuePredictor,\n", + ")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e189b4fe", + "metadata": {}, + "outputs": [], + "source": [ + "# BAA10Y imports\n", + "\n", + "from BAA10Y_forecasting import (\n", + " DEFAULT_COVARIATE_SERIES_IDS,\n", + " HYOAS_OPTIONAL_COVARIATE_SERIES_IDS,\n", + " build_baa10y_multivariate_service,\n", + ")\n", + "from BAA10Y_forecasting.leaderboard import build_leaderboard, build_spread_change_compare_frame\n", + "\n", + "from BAA10Y_forecasting.plots import (\n", + " display_multivariate_backtest_leaderboard,\n", + " plotly_display_multivariate_backtest_leaderboard,\n", + " plot_spread_change_forecast_vs_actual_multi,\n", + " plotly_spread_change_forecast_vs_actual_multi,\n", + " plot_baa10y_spread_change_recent,\n", + " plotly_baa10y_spread_change_recent\n", + ")\n", + "from BAA10Y_forecasting.predictors import build_baa10y_llmp_sampled_trajectory" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "cecd0b36", + "metadata": {}, + "outputs": [], + "source": [ + "#\n", + "\n", + "SPECS_DIR = ROOT / \"implementations\" / \"BAA10Y_forecasting\" / \"specs\"\n", + "\n", + "PREDICTIONS_DIR = ROOT / \"data\" / \"predictions\"" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c93b6090", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "targets: ['baa10y_change_1b', 'baa10y_change_21b', 'baa10y_change_5b']\n", + "covariates registered: 10 / 11 requested\n" + ] + } + ], + "source": [ + "# Data environment (not part of any single experiment): how far back to load\n", + "# price/covariate history, and whether to re-fetch caches from source.\n", + "DATA_HISTORY_START = \"2016-01-01\"\n", + "REFRESH_CACHE = False\n", + "\n", + "#\n", + "\n", + "svc = build_baa10y_multivariate_service(\n", + " windows=(1, 5, 21),\n", + " include_covariates=True,\n", + " covariate_series_ids=DEFAULT_COVARIATE_SERIES_IDS,\n", + " start=DATA_HISTORY_START,\n", + " refresh=REFRESH_CACHE,\n", + ")\n", + "\n", + "# The covariate panel available to the with-covariates predictors below (an\n", + "# optional FRED feed may be skipped, so filter to what actually registered).\n", + "registered = set(svc.series_ids)\n", + "COVARIATES = [c for c in DEFAULT_COVARIATE_SERIES_IDS if c in registered]\n", + "print(\"targets:\", sorted(s for s in registered if s.startswith(\"baa10y_change\")))\n", + "print(f\"covariates registered: {len(COVARIATES)} / {len(DEFAULT_COVARIATE_SERIES_IDS)} requested\")" + ] + }, + { + "cell_type": "markdown", + "id": "20fa857f", + "metadata": {}, + "source": [ + "---\n", + "## 2. Configuration\n", + "\n", + "One selector picks the backtest window; everything downstream adapts. Specs are\n", + "the source of truth for the **window and tasks** — not the predictors." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d8d4a643", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Config: 'backtest_2025' → baa10y_backtest_2025.yaml (LLMP on)\n", + "MultiTargetBacktestSpec (spec_id=baa10y_backtest_2025)\n", + " description: Main multivariate comparison: weekly origins across 2025 (post-cutoff), forecasting close-to-close cumulative changes at 1/5/21 business days.\n", + " start: 2025-01-06 00:00:00\n", + " end: 2025-12-22 00:00:00\n", + " stride: 5\n", + " warmup: 250\n", + " tasks: 3\n", + "\n", + "Task: baa10y_change_1b\n", + " description: BAA10Y close-to-close cumulative change, 1 business day ahead (next-session change / direction).\n", + " horizons: 1\n", + " frequency: B\n", + " payload: continuous\n", + " resolution: observed_value_at_resolution_timestamp\n", + "- target_series_id: baa10y_change_1b\n", + " description: BAA10Y cumulative spread change over 1 business day(s) (next business day)\n", + " source: FRED (BAA10Y), derived\n", + " units: basis-points\n", + " frequency: B\n", + "\n", + "Task: baa10y_change_5b\n", + " description: BAA10Y close-to-close cumulative change, 5 business days ahead (forward 1-week change).\n", + " horizons: 5\n", + " frequency: B\n", + " payload: continuous\n", + " resolution: observed_value_at_resolution_timestamp\n", + "- target_series_id: baa10y_change_5b\n", + " description: BAA10Y cumulative spread change over 5 business day(s) (5 business days ahead)\n", + " source: FRED (BAA10Y), derived\n", + " units: basis-points\n", + " frequency: B\n", + "\n", + "Task: baa10y_change_21b\n", + " description: BAA10Y close-to-close cumulative change, 21 business days ahead (forward 1-month change).\n", + " horizons: 21\n", + " frequency: B\n", + " payload: continuous\n", + " resolution: observed_value_at_resolution_timestamp\n", + "- target_series_id: baa10y_change_21b\n", + " description: BAA10Y cumulative spread change over 21 business day(s) (21 business days ahead)\n", + " source: FRED (BAA10Y), derived\n", + " units: basis-points\n", + " frequency: B\n", + "\n" + ] + } + ], + "source": [ + "# ── Experiment configuration ──────────────────────────────────────────────────\n", + "# EXPERIMENT_CONFIG chooses which window drives the backtest (Section 5); all\n", + "# downstream cells adapt. The protected 2026 eval (Section 7) is fixed.\n", + "#\n", + "# \"smoke\" short late-2025 window (~6 weekly origins), post-cutoff.\n", + "# Fast default; LLM-Process predictors ON.\n", + "# \"backtest_2025\" weekly origins across all of 2025 (~50), post-cutoff.\n", + "# The full comparison; LLMP is slow here — trim the roster.\n", + "# \"stress_2020\" the COVID crash (daily origins Feb–Apr 2020). NUMERICAL\n", + "# ONLY — pre-cutoff is leaked for LLMs, so the predictors cell\n", + "# drops the LLMP rows for this config.\n", + "\n", + "EXPERIMENT_CONFIG = \"backtest_2025\"\n", + "\n", + "_BACKTEST_SPEC_FILES = {\n", + " \"smoke\": \"baa10y_smoke.yaml\",\n", + " \"backtest_2025\": \"baa10y_backtest_2025.yaml\",\n", + " \"stress_2020\": \"baa10y_stress_2020.yaml\",\n", + "}\n", + "_EVAL_SPEC_FILE = \"baa10y_eval_2026.yaml\"\n", + "\n", + "# 2020 is pre-cutoff → keep the LLM-Process out of the comparison (see Section 0).\n", + "POST_CUTOFF = EXPERIMENT_CONFIG in {\"smoke\", \"backtest_2025\"}\n", + "\n", + "with (SPECS_DIR / _BACKTEST_SPEC_FILES[EXPERIMENT_CONFIG]).open() as f:\n", + " backtest_spec = MultiTargetBacktestSpec.model_validate(yaml.safe_load(f))\n", + "\n", + "print(\n", + " f\"Config: {EXPERIMENT_CONFIG!r} → {_BACKTEST_SPEC_FILES[EXPERIMENT_CONFIG]} \"\n", + " f\"(LLMP {'on' if POST_CUTOFF else 'OFF — pre-cutoff'})\"\n", + ")\n", + "print(describe_spec(backtest_spec, data_service=svc))" + ] + }, + { + "cell_type": "markdown", + "id": "22f36cca", + "metadata": {}, + "source": [ + "---\n", + "## 3. Target context — observed returns\n", + "\n", + "The most recent realised next-session returns (the `h=1` target). Blue = index up\n", + "over the window, red = down." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c2e433fb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, _ = plot_baa10y_spread_change_recent(svc, n_trading_days=504) # Approximately two years\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "437c0935", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "fillcolor": "rgba(42, 120, 214, 0.35)", + "hoverinfo": "skip", + "mode": "none", + "name": "Up", + "type": "scatter", + "x": [ + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-11T12:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-23T16:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-24T12:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-27T18:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-09-30T14:24:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-01T16:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-07T18:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-08T12:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-16T12:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-22T12:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-30T17:08:34.285714", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-06T13:20:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-07T09:36:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-12T06:51:25.714285", + "2024-11-13T00:00:00.000000", + "2024-11-13T17:08:34.285714", + "2024-11-14T00:00:00.000000", + "2024-11-14T12:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-25T12:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-11-29T18:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-04T12:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-10T12:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-12T12:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-18T09:35:59.999999", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-22T06:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-30T18:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-02T18:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-08T08:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-12T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-06T12:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-11T12:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-13T08:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-18T12:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-23T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-24T08:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-05T16:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-11T13:42:51.428571", + "2025-03-12T00:00:00.000000", + "2025-03-12T09:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-13T12:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-22T12:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-24T16:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-03-31T12:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-07T19:12:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-08T12:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-09T06:51:25.714285", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-21T13:42:51.428571", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-26T04:48:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-04-30T21:20:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-04T12:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-14T09:36:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-15T18:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-17T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-19T12:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-20T09:36:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-29T09:36:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-10T06:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-11T18:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-12T08:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-15T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-21T12:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-26T12:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-09T09:36:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-10T14:24:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-14T06:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-15T12:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-16T14:24:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-17T12:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-24T18:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-29T12:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-07-31T04:48:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-03T16:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-05T09:36:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-06T18:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-11T16:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-12T08:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-17T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-20T16:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-21T12:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-22T18:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-25T09:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-27T12:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-28T06:51:25.714285", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-02T06:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-03T14:24:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-04T12:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-15T16:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-17T08:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-22T08:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-23T16:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-29T06:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-01T16:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-06T08:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-15T12:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-16T18:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-21T08:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-22T09:36:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-27T12:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-28T08:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-29T13:42:51.428571", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-04T08:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-05T12:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-08T19:12:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-22T12:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-02T16:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-03T12:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-10T12:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-11T12:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-29T12:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-05T12:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-20T09:36:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-22T14:24:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-29T12:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-02T08:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-05T14:24:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-09T08:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-18T18:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-01T03:25:42.857142", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-04T16:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-05T16:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-06T18:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-09T18:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-10T03:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-14T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-24T19:12:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-25T06:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-26T09:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-06T10:40:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-07T17:08:34.285714", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-15T08:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-23T08:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-29T12:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-04-30T12:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-05T19:12:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-06T12:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-19T12:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-26T12:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-07T06:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-11T12:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-16T06:51:25.714285", + "2026-06-17T00:00:00.000000", + "2026-06-17T20:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-28T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-06-30T16:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-06T16:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-07T12:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-11T12:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-13T08:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000", + "2026-07-16T00:00:00.000000", + "2026-07-17T00:00:00.000000", + "2026-07-20T00:00:00.000000", + "2026-07-20T16:00:00.000000", + "2026-07-21T00:00:00.000000", + "2026-07-22T00:00:00.000000", + "2026-07-23T00:00:00.000000", + "2026-07-24T00:00:00.000000", + "2026-07-27T00:00:00.000000", + "2026-07-28T00:00:00.000000", + "2026-07-28T08:00:00.000000", + "2026-07-29T00:00:00.000000", + "2026-07-29T08:00:00.000000", + "2026-07-30T00:00:00.000000", + "2026-07-30T19:11:59.999999", + "2026-07-31T00:00:00.000000", + "2026-08-03T00:00:00.000000", + "2026-08-03T09:35:59.999999", + "2026-08-04T00:00:00.000000" + ], + "y": { + "bdata": "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", + "dtype": "f8" + } + }, + { + "fill": "tozeroy", + "fillcolor": "rgba(227, 73, 72, 0.35)", + "hoverinfo": "skip", + "mode": "none", + "name": "Down", + "type": "scatter", + "x": [ + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-11T12:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-23T16:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-24T12:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-27T18:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-09-30T14:24:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-01T16:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-07T18:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-08T12:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-16T12:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-22T12:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-30T17:08:34.285714", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-06T13:20:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-07T09:36:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-12T06:51:25.714285", + "2024-11-13T00:00:00.000000", + "2024-11-13T17:08:34.285714", + "2024-11-14T00:00:00.000000", + "2024-11-14T12:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-25T12:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-11-29T18:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-04T12:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-10T12:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-12T12:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-18T09:35:59.999999", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-22T06:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-30T18:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-02T18:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-08T08:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-12T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-06T12:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-11T12:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-13T08:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-18T12:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-23T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-24T08:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-05T16:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-11T13:42:51.428571", + "2025-03-12T00:00:00.000000", + "2025-03-12T09:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-13T12:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-22T12:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-24T16:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-03-31T12:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-07T19:12:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-08T12:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-09T06:51:25.714285", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-21T13:42:51.428571", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-26T04:48:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-04-30T21:20:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-04T12:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-14T09:36:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-15T18:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-17T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-19T12:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-20T09:36:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-29T09:36:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-10T06:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-11T18:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-12T08:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-15T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-21T12:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-26T12:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-09T09:36:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-10T14:24:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-14T06:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-15T12:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-16T14:24:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-17T12:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-24T18:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-29T12:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-07-31T04:48:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-03T16:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-05T09:36:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-06T18:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-11T16:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-12T08:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-17T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-20T16:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-21T12:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-22T18:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-25T09:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-27T12:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-28T06:51:25.714285", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-02T06:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-03T14:24:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-04T12:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-15T16:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-17T08:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-22T08:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-23T16:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-29T06:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-01T16:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-06T08:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-15T12:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-16T18:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-21T08:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-22T09:36:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-27T12:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-28T08:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-29T13:42:51.428571", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-04T08:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-05T12:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-08T19:12:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-22T12:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-02T16:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-03T12:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-10T12:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-11T12:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-29T12:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-05T12:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-20T09:36:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-22T14:24:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-29T12:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-02T08:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-05T14:24:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-09T08:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-18T18:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-01T03:25:42.857142", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-04T16:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-05T16:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-06T18:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-09T18:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-10T03:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-14T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-24T19:12:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-25T06:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-26T09:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-06T10:40:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-07T17:08:34.285714", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-15T08:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-23T08:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-29T12:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-04-30T12:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-05T19:12:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-06T12:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-19T12:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-26T12:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-07T06:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-11T12:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-16T06:51:25.714285", + "2026-06-17T00:00:00.000000", + "2026-06-17T20:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-28T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-06-30T16:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-06T16:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-07T12:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-11T12:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-13T08:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000", + "2026-07-16T00:00:00.000000", + "2026-07-17T00:00:00.000000", + "2026-07-20T00:00:00.000000", + "2026-07-20T16:00:00.000000", + "2026-07-21T00:00:00.000000", + "2026-07-22T00:00:00.000000", + "2026-07-23T00:00:00.000000", + "2026-07-24T00:00:00.000000", + "2026-07-27T00:00:00.000000", + "2026-07-28T00:00:00.000000", + "2026-07-28T08:00:00.000000", + "2026-07-29T00:00:00.000000", + "2026-07-29T08:00:00.000000", + "2026-07-30T00:00:00.000000", + "2026-07-30T19:11:59.999999", + "2026-07-31T00:00:00.000000", + "2026-08-03T00:00:00.000000", + "2026-08-03T09:35:59.999999", + "2026-08-04T00:00:00.000000" + ], + "y": { + "bdata": "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", + "dtype": "f8" + } + }, + { + "hovertemplate": "%{x|%Y-%m-%d}
%{y:+.2f} bp", + "line": { + "color": "rgba(38, 38, 38, 0.85)", + "width": 1.2 + }, + "mode": "lines", + "name": "baa10y_change_1b", + "type": "scatter", + "x": [ + "2024-08-29T00:00:00.000000", + "2024-08-30T00:00:00.000000", + "2024-09-02T00:00:00.000000", + "2024-09-03T00:00:00.000000", + "2024-09-04T00:00:00.000000", + "2024-09-05T00:00:00.000000", + "2024-09-06T00:00:00.000000", + "2024-09-09T00:00:00.000000", + "2024-09-10T00:00:00.000000", + "2024-09-11T00:00:00.000000", + "2024-09-12T00:00:00.000000", + "2024-09-13T00:00:00.000000", + "2024-09-16T00:00:00.000000", + "2024-09-17T00:00:00.000000", + "2024-09-18T00:00:00.000000", + "2024-09-19T00:00:00.000000", + "2024-09-20T00:00:00.000000", + "2024-09-23T00:00:00.000000", + "2024-09-24T00:00:00.000000", + "2024-09-25T00:00:00.000000", + "2024-09-26T00:00:00.000000", + "2024-09-27T00:00:00.000000", + "2024-09-30T00:00:00.000000", + "2024-10-01T00:00:00.000000", + "2024-10-02T00:00:00.000000", + "2024-10-03T00:00:00.000000", + "2024-10-04T00:00:00.000000", + "2024-10-07T00:00:00.000000", + "2024-10-08T00:00:00.000000", + "2024-10-09T00:00:00.000000", + "2024-10-10T00:00:00.000000", + "2024-10-11T00:00:00.000000", + "2024-10-14T00:00:00.000000", + "2024-10-15T00:00:00.000000", + "2024-10-16T00:00:00.000000", + "2024-10-17T00:00:00.000000", + "2024-10-18T00:00:00.000000", + "2024-10-21T00:00:00.000000", + "2024-10-22T00:00:00.000000", + "2024-10-23T00:00:00.000000", + "2024-10-24T00:00:00.000000", + "2024-10-25T00:00:00.000000", + "2024-10-28T00:00:00.000000", + "2024-10-29T00:00:00.000000", + "2024-10-30T00:00:00.000000", + "2024-10-31T00:00:00.000000", + "2024-11-01T00:00:00.000000", + "2024-11-04T00:00:00.000000", + "2024-11-05T00:00:00.000000", + "2024-11-06T00:00:00.000000", + "2024-11-07T00:00:00.000000", + "2024-11-08T00:00:00.000000", + "2024-11-11T00:00:00.000000", + "2024-11-12T00:00:00.000000", + "2024-11-13T00:00:00.000000", + "2024-11-14T00:00:00.000000", + "2024-11-15T00:00:00.000000", + "2024-11-18T00:00:00.000000", + "2024-11-19T00:00:00.000000", + "2024-11-20T00:00:00.000000", + "2024-11-21T00:00:00.000000", + "2024-11-22T00:00:00.000000", + "2024-11-25T00:00:00.000000", + "2024-11-26T00:00:00.000000", + "2024-11-27T00:00:00.000000", + "2024-11-28T00:00:00.000000", + "2024-11-29T00:00:00.000000", + "2024-12-02T00:00:00.000000", + "2024-12-03T00:00:00.000000", + "2024-12-04T00:00:00.000000", + "2024-12-05T00:00:00.000000", + "2024-12-06T00:00:00.000000", + "2024-12-09T00:00:00.000000", + "2024-12-10T00:00:00.000000", + "2024-12-11T00:00:00.000000", + "2024-12-12T00:00:00.000000", + "2024-12-13T00:00:00.000000", + "2024-12-16T00:00:00.000000", + "2024-12-17T00:00:00.000000", + "2024-12-18T00:00:00.000000", + "2024-12-19T00:00:00.000000", + "2024-12-20T00:00:00.000000", + "2024-12-23T00:00:00.000000", + "2024-12-24T00:00:00.000000", + "2024-12-25T00:00:00.000000", + "2024-12-26T00:00:00.000000", + "2024-12-27T00:00:00.000000", + "2024-12-30T00:00:00.000000", + "2024-12-31T00:00:00.000000", + "2025-01-01T00:00:00.000000", + "2025-01-02T00:00:00.000000", + "2025-01-03T00:00:00.000000", + "2025-01-06T00:00:00.000000", + "2025-01-07T00:00:00.000000", + "2025-01-08T00:00:00.000000", + "2025-01-09T00:00:00.000000", + "2025-01-10T00:00:00.000000", + "2025-01-13T00:00:00.000000", + "2025-01-14T00:00:00.000000", + "2025-01-15T00:00:00.000000", + "2025-01-16T00:00:00.000000", + "2025-01-17T00:00:00.000000", + "2025-01-20T00:00:00.000000", + "2025-01-21T00:00:00.000000", + "2025-01-22T00:00:00.000000", + "2025-01-23T00:00:00.000000", + "2025-01-24T00:00:00.000000", + "2025-01-27T00:00:00.000000", + "2025-01-28T00:00:00.000000", + "2025-01-29T00:00:00.000000", + "2025-01-30T00:00:00.000000", + "2025-01-31T00:00:00.000000", + "2025-02-03T00:00:00.000000", + "2025-02-04T00:00:00.000000", + "2025-02-05T00:00:00.000000", + "2025-02-06T00:00:00.000000", + "2025-02-07T00:00:00.000000", + "2025-02-10T00:00:00.000000", + "2025-02-11T00:00:00.000000", + "2025-02-12T00:00:00.000000", + "2025-02-13T00:00:00.000000", + "2025-02-14T00:00:00.000000", + "2025-02-17T00:00:00.000000", + "2025-02-18T00:00:00.000000", + "2025-02-19T00:00:00.000000", + "2025-02-20T00:00:00.000000", + "2025-02-21T00:00:00.000000", + "2025-02-24T00:00:00.000000", + "2025-02-25T00:00:00.000000", + "2025-02-26T00:00:00.000000", + "2025-02-27T00:00:00.000000", + "2025-02-28T00:00:00.000000", + "2025-03-03T00:00:00.000000", + "2025-03-04T00:00:00.000000", + "2025-03-05T00:00:00.000000", + "2025-03-06T00:00:00.000000", + "2025-03-07T00:00:00.000000", + "2025-03-10T00:00:00.000000", + "2025-03-11T00:00:00.000000", + "2025-03-12T00:00:00.000000", + "2025-03-13T00:00:00.000000", + "2025-03-14T00:00:00.000000", + "2025-03-17T00:00:00.000000", + "2025-03-18T00:00:00.000000", + "2025-03-19T00:00:00.000000", + "2025-03-20T00:00:00.000000", + "2025-03-21T00:00:00.000000", + "2025-03-24T00:00:00.000000", + "2025-03-25T00:00:00.000000", + "2025-03-26T00:00:00.000000", + "2025-03-27T00:00:00.000000", + "2025-03-28T00:00:00.000000", + "2025-03-31T00:00:00.000000", + "2025-04-01T00:00:00.000000", + "2025-04-02T00:00:00.000000", + "2025-04-03T00:00:00.000000", + "2025-04-04T00:00:00.000000", + "2025-04-07T00:00:00.000000", + "2025-04-08T00:00:00.000000", + "2025-04-09T00:00:00.000000", + "2025-04-10T00:00:00.000000", + "2025-04-11T00:00:00.000000", + "2025-04-14T00:00:00.000000", + "2025-04-15T00:00:00.000000", + "2025-04-16T00:00:00.000000", + "2025-04-17T00:00:00.000000", + "2025-04-18T00:00:00.000000", + "2025-04-21T00:00:00.000000", + "2025-04-22T00:00:00.000000", + "2025-04-23T00:00:00.000000", + "2025-04-24T00:00:00.000000", + "2025-04-25T00:00:00.000000", + "2025-04-28T00:00:00.000000", + "2025-04-29T00:00:00.000000", + "2025-04-30T00:00:00.000000", + "2025-05-01T00:00:00.000000", + "2025-05-02T00:00:00.000000", + "2025-05-05T00:00:00.000000", + "2025-05-06T00:00:00.000000", + "2025-05-07T00:00:00.000000", + "2025-05-08T00:00:00.000000", + "2025-05-09T00:00:00.000000", + "2025-05-12T00:00:00.000000", + "2025-05-13T00:00:00.000000", + "2025-05-14T00:00:00.000000", + "2025-05-15T00:00:00.000000", + "2025-05-16T00:00:00.000000", + "2025-05-19T00:00:00.000000", + "2025-05-20T00:00:00.000000", + "2025-05-21T00:00:00.000000", + "2025-05-22T00:00:00.000000", + "2025-05-23T00:00:00.000000", + "2025-05-26T00:00:00.000000", + "2025-05-27T00:00:00.000000", + "2025-05-28T00:00:00.000000", + "2025-05-29T00:00:00.000000", + "2025-05-30T00:00:00.000000", + "2025-06-02T00:00:00.000000", + "2025-06-03T00:00:00.000000", + "2025-06-04T00:00:00.000000", + "2025-06-05T00:00:00.000000", + "2025-06-06T00:00:00.000000", + "2025-06-09T00:00:00.000000", + "2025-06-10T00:00:00.000000", + "2025-06-11T00:00:00.000000", + "2025-06-12T00:00:00.000000", + "2025-06-13T00:00:00.000000", + "2025-06-16T00:00:00.000000", + "2025-06-17T00:00:00.000000", + "2025-06-18T00:00:00.000000", + "2025-06-19T00:00:00.000000", + "2025-06-20T00:00:00.000000", + "2025-06-23T00:00:00.000000", + "2025-06-24T00:00:00.000000", + "2025-06-25T00:00:00.000000", + "2025-06-26T00:00:00.000000", + "2025-06-27T00:00:00.000000", + "2025-06-30T00:00:00.000000", + "2025-07-01T00:00:00.000000", + "2025-07-02T00:00:00.000000", + "2025-07-03T00:00:00.000000", + "2025-07-04T00:00:00.000000", + "2025-07-07T00:00:00.000000", + "2025-07-08T00:00:00.000000", + "2025-07-09T00:00:00.000000", + "2025-07-10T00:00:00.000000", + "2025-07-11T00:00:00.000000", + "2025-07-14T00:00:00.000000", + "2025-07-15T00:00:00.000000", + "2025-07-16T00:00:00.000000", + "2025-07-17T00:00:00.000000", + "2025-07-18T00:00:00.000000", + "2025-07-21T00:00:00.000000", + "2025-07-22T00:00:00.000000", + "2025-07-23T00:00:00.000000", + "2025-07-24T00:00:00.000000", + "2025-07-25T00:00:00.000000", + "2025-07-28T00:00:00.000000", + "2025-07-29T00:00:00.000000", + "2025-07-30T00:00:00.000000", + "2025-07-31T00:00:00.000000", + "2025-08-01T00:00:00.000000", + "2025-08-04T00:00:00.000000", + "2025-08-05T00:00:00.000000", + "2025-08-06T00:00:00.000000", + "2025-08-07T00:00:00.000000", + "2025-08-08T00:00:00.000000", + "2025-08-11T00:00:00.000000", + "2025-08-12T00:00:00.000000", + "2025-08-13T00:00:00.000000", + "2025-08-14T00:00:00.000000", + "2025-08-15T00:00:00.000000", + "2025-08-18T00:00:00.000000", + "2025-08-19T00:00:00.000000", + "2025-08-20T00:00:00.000000", + "2025-08-21T00:00:00.000000", + "2025-08-22T00:00:00.000000", + "2025-08-25T00:00:00.000000", + "2025-08-26T00:00:00.000000", + "2025-08-27T00:00:00.000000", + "2025-08-28T00:00:00.000000", + "2025-08-29T00:00:00.000000", + "2025-09-01T00:00:00.000000", + "2025-09-02T00:00:00.000000", + "2025-09-03T00:00:00.000000", + "2025-09-04T00:00:00.000000", + "2025-09-05T00:00:00.000000", + "2025-09-08T00:00:00.000000", + "2025-09-09T00:00:00.000000", + "2025-09-10T00:00:00.000000", + "2025-09-11T00:00:00.000000", + "2025-09-12T00:00:00.000000", + "2025-09-15T00:00:00.000000", + "2025-09-16T00:00:00.000000", + "2025-09-17T00:00:00.000000", + "2025-09-18T00:00:00.000000", + "2025-09-19T00:00:00.000000", + "2025-09-22T00:00:00.000000", + "2025-09-23T00:00:00.000000", + "2025-09-24T00:00:00.000000", + "2025-09-25T00:00:00.000000", + "2025-09-26T00:00:00.000000", + "2025-09-29T00:00:00.000000", + "2025-09-30T00:00:00.000000", + "2025-10-01T00:00:00.000000", + "2025-10-02T00:00:00.000000", + "2025-10-03T00:00:00.000000", + "2025-10-06T00:00:00.000000", + "2025-10-07T00:00:00.000000", + "2025-10-08T00:00:00.000000", + "2025-10-09T00:00:00.000000", + "2025-10-10T00:00:00.000000", + "2025-10-13T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-15T00:00:00.000000", + "2025-10-16T00:00:00.000000", + "2025-10-17T00:00:00.000000", + "2025-10-20T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-22T00:00:00.000000", + "2025-10-23T00:00:00.000000", + "2025-10-24T00:00:00.000000", + "2025-10-27T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-10-29T00:00:00.000000", + "2025-10-30T00:00:00.000000", + "2025-10-31T00:00:00.000000", + "2025-11-03T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-05T00:00:00.000000", + "2025-11-06T00:00:00.000000", + "2025-11-07T00:00:00.000000", + "2025-11-10T00:00:00.000000", + "2025-11-11T00:00:00.000000", + "2025-11-12T00:00:00.000000", + "2025-11-13T00:00:00.000000", + "2025-11-14T00:00:00.000000", + "2025-11-17T00:00:00.000000", + "2025-11-18T00:00:00.000000", + "2025-11-19T00:00:00.000000", + "2025-11-20T00:00:00.000000", + "2025-11-21T00:00:00.000000", + "2025-11-24T00:00:00.000000", + "2025-11-25T00:00:00.000000", + "2025-11-26T00:00:00.000000", + "2025-11-27T00:00:00.000000", + "2025-11-28T00:00:00.000000", + "2025-12-01T00:00:00.000000", + "2025-12-02T00:00:00.000000", + "2025-12-03T00:00:00.000000", + "2025-12-04T00:00:00.000000", + "2025-12-05T00:00:00.000000", + "2025-12-08T00:00:00.000000", + "2025-12-09T00:00:00.000000", + "2025-12-10T00:00:00.000000", + "2025-12-11T00:00:00.000000", + "2025-12-12T00:00:00.000000", + "2025-12-15T00:00:00.000000", + "2025-12-16T00:00:00.000000", + "2025-12-17T00:00:00.000000", + "2025-12-18T00:00:00.000000", + "2025-12-19T00:00:00.000000", + "2025-12-22T00:00:00.000000", + "2025-12-23T00:00:00.000000", + "2025-12-24T00:00:00.000000", + "2025-12-25T00:00:00.000000", + "2025-12-26T00:00:00.000000", + "2025-12-29T00:00:00.000000", + "2025-12-30T00:00:00.000000", + "2025-12-31T00:00:00.000000", + "2026-01-01T00:00:00.000000", + "2026-01-02T00:00:00.000000", + "2026-01-05T00:00:00.000000", + "2026-01-06T00:00:00.000000", + "2026-01-07T00:00:00.000000", + "2026-01-08T00:00:00.000000", + "2026-01-09T00:00:00.000000", + "2026-01-12T00:00:00.000000", + "2026-01-13T00:00:00.000000", + "2026-01-14T00:00:00.000000", + "2026-01-15T00:00:00.000000", + "2026-01-16T00:00:00.000000", + "2026-01-19T00:00:00.000000", + "2026-01-20T00:00:00.000000", + "2026-01-21T00:00:00.000000", + "2026-01-22T00:00:00.000000", + "2026-01-23T00:00:00.000000", + "2026-01-26T00:00:00.000000", + "2026-01-27T00:00:00.000000", + "2026-01-28T00:00:00.000000", + "2026-01-29T00:00:00.000000", + "2026-01-30T00:00:00.000000", + "2026-02-02T00:00:00.000000", + "2026-02-03T00:00:00.000000", + "2026-02-04T00:00:00.000000", + "2026-02-05T00:00:00.000000", + "2026-02-06T00:00:00.000000", + "2026-02-09T00:00:00.000000", + "2026-02-10T00:00:00.000000", + "2026-02-11T00:00:00.000000", + "2026-02-12T00:00:00.000000", + "2026-02-13T00:00:00.000000", + "2026-02-16T00:00:00.000000", + "2026-02-17T00:00:00.000000", + "2026-02-18T00:00:00.000000", + "2026-02-19T00:00:00.000000", + "2026-02-20T00:00:00.000000", + "2026-02-23T00:00:00.000000", + "2026-02-24T00:00:00.000000", + "2026-02-25T00:00:00.000000", + "2026-02-26T00:00:00.000000", + "2026-02-27T00:00:00.000000", + "2026-03-02T00:00:00.000000", + "2026-03-03T00:00:00.000000", + "2026-03-04T00:00:00.000000", + "2026-03-05T00:00:00.000000", + "2026-03-06T00:00:00.000000", + "2026-03-09T00:00:00.000000", + "2026-03-10T00:00:00.000000", + "2026-03-11T00:00:00.000000", + "2026-03-12T00:00:00.000000", + "2026-03-13T00:00:00.000000", + "2026-03-16T00:00:00.000000", + "2026-03-17T00:00:00.000000", + "2026-03-18T00:00:00.000000", + "2026-03-19T00:00:00.000000", + "2026-03-20T00:00:00.000000", + "2026-03-23T00:00:00.000000", + "2026-03-24T00:00:00.000000", + "2026-03-25T00:00:00.000000", + "2026-03-26T00:00:00.000000", + "2026-03-27T00:00:00.000000", + "2026-03-30T00:00:00.000000", + "2026-03-31T00:00:00.000000", + "2026-04-01T00:00:00.000000", + "2026-04-02T00:00:00.000000", + "2026-04-03T00:00:00.000000", + "2026-04-06T00:00:00.000000", + "2026-04-07T00:00:00.000000", + "2026-04-08T00:00:00.000000", + "2026-04-09T00:00:00.000000", + "2026-04-10T00:00:00.000000", + "2026-04-13T00:00:00.000000", + "2026-04-14T00:00:00.000000", + "2026-04-15T00:00:00.000000", + "2026-04-16T00:00:00.000000", + "2026-04-17T00:00:00.000000", + "2026-04-20T00:00:00.000000", + "2026-04-21T00:00:00.000000", + "2026-04-22T00:00:00.000000", + "2026-04-23T00:00:00.000000", + "2026-04-24T00:00:00.000000", + "2026-04-27T00:00:00.000000", + "2026-04-28T00:00:00.000000", + "2026-04-29T00:00:00.000000", + "2026-04-30T00:00:00.000000", + "2026-05-01T00:00:00.000000", + "2026-05-04T00:00:00.000000", + "2026-05-05T00:00:00.000000", + "2026-05-06T00:00:00.000000", + "2026-05-07T00:00:00.000000", + "2026-05-08T00:00:00.000000", + "2026-05-11T00:00:00.000000", + "2026-05-12T00:00:00.000000", + "2026-05-13T00:00:00.000000", + "2026-05-14T00:00:00.000000", + "2026-05-15T00:00:00.000000", + "2026-05-18T00:00:00.000000", + "2026-05-19T00:00:00.000000", + "2026-05-20T00:00:00.000000", + "2026-05-21T00:00:00.000000", + "2026-05-22T00:00:00.000000", + "2026-05-25T00:00:00.000000", + "2026-05-26T00:00:00.000000", + "2026-05-27T00:00:00.000000", + "2026-05-28T00:00:00.000000", + "2026-05-29T00:00:00.000000", + "2026-06-01T00:00:00.000000", + "2026-06-02T00:00:00.000000", + "2026-06-03T00:00:00.000000", + "2026-06-04T00:00:00.000000", + "2026-06-05T00:00:00.000000", + "2026-06-08T00:00:00.000000", + "2026-06-09T00:00:00.000000", + "2026-06-10T00:00:00.000000", + "2026-06-11T00:00:00.000000", + "2026-06-12T00:00:00.000000", + "2026-06-15T00:00:00.000000", + "2026-06-16T00:00:00.000000", + "2026-06-17T00:00:00.000000", + "2026-06-18T00:00:00.000000", + "2026-06-19T00:00:00.000000", + "2026-06-22T00:00:00.000000", + "2026-06-23T00:00:00.000000", + "2026-06-24T00:00:00.000000", + "2026-06-25T00:00:00.000000", + "2026-06-26T00:00:00.000000", + "2026-06-29T00:00:00.000000", + "2026-06-30T00:00:00.000000", + "2026-07-01T00:00:00.000000", + "2026-07-02T00:00:00.000000", + "2026-07-03T00:00:00.000000", + "2026-07-06T00:00:00.000000", + "2026-07-07T00:00:00.000000", + "2026-07-08T00:00:00.000000", + "2026-07-09T00:00:00.000000", + "2026-07-10T00:00:00.000000", + "2026-07-13T00:00:00.000000", + "2026-07-14T00:00:00.000000", + "2026-07-15T00:00:00.000000", + "2026-07-16T00:00:00.000000", + "2026-07-17T00:00:00.000000", + "2026-07-20T00:00:00.000000", + "2026-07-21T00:00:00.000000", + "2026-07-22T00:00:00.000000", + "2026-07-23T00:00:00.000000", + "2026-07-24T00:00:00.000000", + "2026-07-27T00:00:00.000000", + "2026-07-28T00:00:00.000000", + "2026-07-29T00:00:00.000000", + "2026-07-30T00:00:00.000000", + "2026-07-31T00:00:00.000000", + "2026-08-03T00:00:00.000000", + "2026-08-04T00:00:00.000000" + ], + "y": { + "bdata": "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", + "dtype": "f8" + } + } + ], + "layout": { + "height": 350, + "hovermode": "x unified", + "margin": { + "b": 50, + "l": 60, + "r": 30, + "t": 70 + }, + "shapes": [ + { + "line": { + "color": "rgb(115, 115, 115)", + "dash": "dash", + "width": 0.8 + }, + "type": "line", + "x0": 0, + "x1": 1, + "xref": "x domain", + "y0": 0, + "y1": 0, + "yref": "y" + } + ], + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "white", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "white", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "#C8D4E3", + "linecolor": "#C8D4E3", + "minorgridcolor": "#C8D4E3", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "#C8D4E3", + "linecolor": "#C8D4E3", + "minorgridcolor": "#C8D4E3", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergl" + } + ], + "scattermap": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermap" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#2a3f5f" + }, + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "white", + "showlakes": true, + "showland": true, + "subunitcolor": "#C8D4E3" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "white", + "polar": { + "angularaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + }, + "bgcolor": "white", + "radialaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "yaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "zaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "baxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "bgcolor": "white", + "caxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + } + } + }, + "title": { + "font": { + "size": 13 + }, + "text": "Observed baa10y_change_1b (last 504 sessions)
Positive: index up over the window; negative: down." + }, + "width": 1000, + "xaxis": { + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "showspikes": true, + "spikecolor": "rgba(120, 120, 120, 0.5)", + "spikemode": "across", + "spikesnap": "cursor", + "spikethickness": 1, + "title": { + "text": "Business date (target timestamp)" + } + }, + "yaxis": { + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "title": { + "text": "Spread change (basis points)" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plotly_baa10y_spread_change_recent(svc, n_trading_days=504) # Approximately two years\n", + "fig" + ] + }, + { + "cell_type": "markdown", + "id": "88f4e0aa", + "metadata": {}, + "source": [ + "---\n", + "## 4. Predictors — configured in code\n", + "\n", + "This is where you choose the roster. Each predictor implements the same\n", + "`Predictor` API against the loaded spec; the conventional methods come straight\n", + "from `aieng.forecasting.methods`, and the LLM-Process variants come from the\n", + "BAA10Y recipe in `predictors/`. The covariate variants read the registered\n", + "`COVARIATES` panel; the target-only variants pass `covariate_series_ids=None`.\n", + "\n", + "| Group | Predictor | Covariates? |\n", + "|---|---|---|\n", + "| Naive floor | `LastValuePredictor` | — |\n", + "| Classical | `DartsExponentialSmoothingPredictor` (ETS), `DartsKalmanForecasterPredictor` | — |\n", + "| ML regression | `DartsLinearRegressionPredictor`, `DartsLightGBMPredictor` | target-only **and** + panel |\n", + "| LLM-Process | `build_sp500_llmp_sampled_trajectory` | target-only **and** + panel (post-cutoff only) |\n", + "\n", + "`AutoARIMA` is left commented (accurate but slow); add it back for a classical\n", + "sweep. The `LLMP (target)` vs `LLMP + cov` pair is the centerpiece — its CRPS gap\n", + "answers whether an LLM can use the same exogenous panel the ML methods do." + ] + }, + { + "cell_type": "markdown", + "id": "6023e09c", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "2e1da155", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10 predictors configured (LLMP on):\n", + " last_value_naive\n", + " darts_ets\n", + " darts_kalman\n", + " darts_autoarima\n", + " darts_linreg\n", + " darts_linreg_cov\n", + " darts_lightgbm\n", + " darts_lightgbm_cov\n", + " llmp_sampled_trajectories_baa10y_v1_target_h48_n8[gemini-3.1-flash-lite-preview]\n", + " llmp_sampled_trajectories_baa10y_v1_cov_h48_n8[gemini-3.1-flash-lite-preview]\n" + ] + } + ], + "source": [ + "# Shared hyperparameters for the Darts regression models.\n", + "LAGS = 5 # autoregressive lags (and past-covariate lags) for the regression models\n", + "NUM_SAMPLES = 100 # empirical-quantile sample count for the probabilistic Darts models\n", + "#LGBM_KWARGS = {\"num_threads\": 1, \"n_jobs\": 1, \"verbosity\": -1}# original\n", + "LGBM_KWARGS = {\n", + " \"num_threads\": 3, #use num of physical cores-1\n", + " \"n_jobs\": 1,\n", + " \"verbosity\": -1,\n", + " # ── Base loss ────────────────────────────────────────────────────────────\n", + " # NOTE: DartsLightGBMPredictor always calls LightGBMModel(likelihood=\"quantile\", ...)\n", + " # (see darts_regression.py), and Darts' quantile-likelihood setup *overwrites*\n", + " # both \"objective\" and \"alpha\" per quantile sub-fit (darts/models/forecasting/lgbm.py:\n", + " # \"likelihood ... will overwrite any `objective` parameter\"; self.kwargs[\"objective\"] =\n", + " # likelihood; self.kwargs[\"alpha\"] = quantile). So through this predictor, objective\n", + " # and alpha below are silently ignored at fit time — kept here to record intent /\n", + " # for use with a non-quantile LightGBMModel setup.\n", + " #\"objective\": \"huber\",\n", + " #\"alpha\": 4, # Huber loss delta (NOT the quantile level Darts substitutes here)\n", + " # ── Regularisation ──────────────────────────────────────────────────────\n", + " # LightGBM has no single elastic-net \"mix ratio\" the way sklearn's\n", + " # ElasticNet(l1_ratio=...) does — setting reg_alpha AND reg_lambda together\n", + " # *is* the mixed L1+L2 penalty (both default to 0, i.e. off, if unset).\n", + " \"reg_alpha\": 0.2, # L1 (sparsifies leaf weights)\n", + " \"reg_lambda\": 0.2, # L2 (shrinks leaf weights) — nonzero alongside reg_alpha => mixed L1+L2\n", + " # ── Hardware / execution ────────────────────────────────────────────────\n", + " \"device_type\": \"cpu\", # \"device\" is the older alias for the same setting\n", + " \"force_col_wise\": True, # skip row/col-wise auto-detection — faster for wide covariate panels\n", + " # ── Histogram cost controls ─────────────────────────────────────────────\n", + " # Safe to shrink given the data size here (<=9 covariates x <=3650 daily\n", + " # rows over 10y — well under bin_construct_sample_cnt, so every row is\n", + " # used to build the histograms regardless).\n", + " \"max_bin\": 127, # coarser bins => cheaper histograms + a mild regularising effect; try 127 for more split precision\n", + " \"bin_construct_sample_cnt\": 200000,\n", + "}\n", + "\n", + "# ── Naive floor + classical (univariate) ──────────────────────────────────────\n", + "naive = LastValuePredictor()\n", + "ets = DartsExponentialSmoothingPredictor(num_samples=NUM_SAMPLES)\n", + "kalman = DartsKalmanForecasterPredictor(num_samples=NUM_SAMPLES)\n", + "autoarima = DartsAutoARIMAPredictor(num_samples=NUM_SAMPLES) # accurate but the slowest classical method\n", + "\n", + "# ── ML regression — target-only vs the covariate panel ────────────────────────\n", + "linreg = DartsLinearRegressionPredictor(lags=LAGS, covariate_series_ids=None, num_samples=NUM_SAMPLES)\n", + "linreg_cov = DartsLinearRegressionPredictor(\n", + " lags=LAGS, lags_past_covariates=LAGS, covariate_series_ids=COVARIATES, num_samples=NUM_SAMPLES\n", + ")\n", + "lightgbm = DartsLightGBMPredictor(\n", + " lags=LAGS, covariate_series_ids=None, num_samples=NUM_SAMPLES, lgbm_kwargs=LGBM_KWARGS\n", + ")\n", + "lightgbm_cov = DartsLightGBMPredictor(\n", + " lags=LAGS,\n", + " lags_past_covariates=LAGS,\n", + " covariate_series_ids=COVARIATES,\n", + " num_samples=NUM_SAMPLES,\n", + " lgbm_kwargs=LGBM_KWARGS,\n", + ")\n", + "\n", + "all_predictors = [naive, ets, kalman, autoarima, linreg, linreg_cov, lightgbm, lightgbm_cov]\n", + "\n", + "# Which covariate panel each predictor consumes — drives the leaderboard's\n", + "# covariate columns. Predictors absent from this map are treated as target-only.\n", + "PREDICTOR_COVARIATES = {\n", + " linreg_cov.predictor_id: COVARIATES,\n", + " lightgbm_cov.predictor_id: COVARIATES,\n", + "}\n", + "# Short labels for the leaderboard \"model\" column and the CRPS charts.\n", + "PREDICTOR_LABELS = {\n", + " naive.predictor_id: \"Naive\",\n", + " ets.predictor_id: \"ETS\",\n", + " kalman.predictor_id: \"Kalman\",\n", + " autoarima.predictor_id: \"AutoARIMA\",\n", + " linreg.predictor_id: \"LinReg\",\n", + " linreg_cov.predictor_id: \"LinReg + cov\",\n", + " lightgbm.predictor_id: \"LightGBM\",\n", + " lightgbm_cov.predictor_id: \"LightGBM + cov\",\n", + "}\n", + "\n", + "# ── LLM-Process (sampled trajectories) — target-only vs with-covariates ────────\n", + "# Gated on POST_CUTOFF: the 2020 stress window is pre-cutoff and leaked for LLMs,\n", + "# so we keep the LLMP rows out of that comparison entirely. The recipe (prompt\n", + "# framing, defaults) lives in predictors/llmp_sampled_trajectory.py; tune it\n", + "# there, or override model= / n_samples= / history_window= per call here.\n", + "if POST_CUTOFF:\n", + " llmp = build_baa10y_llmp_sampled_trajectory(n_samples=8, history_window=48)\n", + " llmp_cov = build_baa10y_llmp_sampled_trajectory(n_samples=8, history_window=48, covariate_series_ids=COVARIATES)\n", + " all_predictors += [llmp, llmp_cov]\n", + " PREDICTOR_COVARIATES[llmp_cov.predictor_id] = COVARIATES\n", + " PREDICTOR_LABELS[llmp.predictor_id] = \"LLMP (target)\"\n", + " PREDICTOR_LABELS[llmp_cov.predictor_id] = \"LLMP + cov\"\n", + "\n", + "print(f\"{len(all_predictors)} predictors configured (LLMP {'on' if POST_CUTOFF else 'off'}):\")\n", + "for p in all_predictors:\n", + " print(f\" {p.predictor_id}\")" + ] + }, + { + "cell_type": "markdown", + "id": "ab6c797d", + "metadata": {}, + "source": [ + "---\n", + "## 5. 2025 backtest — the comparison (post-cutoff)\n", + "\n", + "`cached_multi_backtest` runs each predictor across the three single-horizon tasks\n", + "and writes every `BacktestResult` to `data/predictions//` — so a re-run\n", + "is free from cache (pass `force_refresh=True` to recompute). The loop prints each\n", + "task's mean CRPS as it lands." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "0aa4e777", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running last_value_naive ...\n", + " baa10y_change_1b mean CRPS = 2.50980 (51 preds)\n", + " baa10y_change_5b mean CRPS = 6.80392 (51 preds)\n", + " baa10y_change_21b mean CRPS = 10.07843 (51 preds)\n", + "Running darts_ets ...\n", + " baa10y_change_1b mean CRPS = 1.33290 (51 preds)\n", + " baa10y_change_5b mean CRPS = 5.04884 (51 preds)\n", + " baa10y_change_21b mean CRPS = 8.75713 (51 preds)\n", + "Running darts_kalman ...\n", + " baa10y_change_1b mean CRPS = 1.26021 (51 preds)\n", + " baa10y_change_5b mean CRPS = 3.73180 (51 preds)\n", + " baa10y_change_21b mean CRPS = 6.48867 (51 preds)\n", + "Running darts_autoarima ...\n", + " baa10y_change_1b mean CRPS = 1.29769 (51 preds)\n", + " baa10y_change_5b mean CRPS = 3.82159 (51 preds)\n", + " baa10y_change_21b mean CRPS = 7.91629 (51 preds)\n", + "Running darts_linreg ...\n", + " baa10y_change_1b mean CRPS = 1.17599 (51 preds)\n", + " baa10y_change_5b mean CRPS = 3.47794 (51 preds)\n", + " baa10y_change_21b mean CRPS = 6.71238 (51 preds)\n", + "Running darts_linreg_cov ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " baa10y_change_1b mean CRPS = 1.13610 (47 preds)\n", + " baa10y_change_5b mean CRPS = 3.58121 (47 preds)\n", + " baa10y_change_21b mean CRPS = 6.75355 (47 preds)\n", + "Running darts_lightgbm ...\n", + " baa10y_change_1b mean CRPS = 1.27137 (51 preds)\n", + " baa10y_change_5b mean CRPS = 3.52841 (51 preds)\n", + " baa10y_change_21b mean CRPS = 6.74502 (51 preds)\n", + "Running darts_lightgbm_cov ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=1`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=1`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=5`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=5`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "predict() failed at origin 2025-01-20 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-01-14 00:00:00 until 2025-01-20 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-01-17 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "predict() failed at origin 2025-02-17 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-02-11 00:00:00 until 2025-02-17 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-02-14 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "predict() failed at origin 2025-05-26 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-05-20 00:00:00 until 2025-05-26 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-05-23 00:00:00.\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 1/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 (attempt 2/3): The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00. — retrying in 2s\n", + "ValueError: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n", + "predict() failed at origin 2025-09-01 after 3 attempt(s) — skipping origin: The `past_covariates` are not long enough. Given horizon `n=21`, `min(lags_past_covariates)=-5`, `max(lags_past_covariates)=-1` and `output_chunk_length=21`, the `past_covariates` have to range from 2025-08-26 00:00:00 until 2025-09-01 00:00:00 (inclusive), but they only range from 2016-01-15 00:00:00 until 2025-08-29 00:00:00.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " baa10y_change_1b mean CRPS = 1.24964 (47 preds)\n", + " baa10y_change_5b mean CRPS = 3.77175 (47 preds)\n", + " baa10y_change_21b mean CRPS = 6.60834 (47 preds)\n", + "Running llmp_sampled_trajectories_baa10y_v1_target_h48_n8[gemini-3.1-flash-lite-preview] ...\n", + " baa10y_change_1b mean CRPS = 1.54469 (51 preds)\n", + " baa10y_change_5b mean CRPS = 3.92759 (51 preds)\n", + " baa10y_change_21b mean CRPS = 8.45459 (51 preds)\n", + "Running llmp_sampled_trajectories_baa10y_v1_cov_h48_n8[gemini-3.1-flash-lite-preview] ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14601.606266066), (, 14601.671521627), (, 14601.681623467), (, 14601.692290558), (, 14601.707210408), (, 14601.738401278), (, 14601.820073319), (, 14601.832908281)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14602.65782509), (, 14602.66652965), (, 14602.699234731), (, 14602.752376901), (, 14602.863321935), (, 14603.104421603), (, 14603.124895916), (, 14603.154902438)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14603.762178184), (, 14603.794758517), (, 14603.805265077), (, 14603.852525179), (, 14603.854289689), (, 14603.872795509), (, 14603.89319132), (, 14603.96013561)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14604.584541084), (, 14604.586516145), (, 14604.605907896), (, 14604.627131606), (, 14604.637670787), (, 14604.659315546), (, 14604.679898008), (, 14604.696809588)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14605.271785721), (, 14605.283335172), (, 14605.286175632), (, 14605.306350012), (, 14605.310774283), (, 14605.351602674), (, 14605.405456175), (, 14605.416508685)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14605.963546168), (, 14605.995890949), (, 14606.01762585), (, 14606.02822033), (, 14606.050898461), (, 14606.061649691), (, 14606.086318081), (, 14606.146199834)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14607.454224043), (, 14607.475828455), (, 14607.477682585), (, 14607.497974794), (, 14607.509670005), (, 14607.520807135), (, 14607.577261476), (, 14607.589945517)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14608.839168797), (, 14608.849103557), (, 14608.871593826), (, 14608.885255178), (, 14608.887418338), (, 14608.925480616), (, 14608.927522937), (, 14609.053946348)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14608.13144575), (, 14608.155789443), (, 14608.165535583), (, 14608.188283005), (, 14608.198530076), (, 14608.266295092), (, 14608.279542953), (, 14608.281762333)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14609.633604586), (, 14609.677869884), (, 14609.680339575), (, 14609.687163915), (, 14609.700210206), (, 14609.710364687), (, 14609.730460278), (, 14609.907599061)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14610.482054997), (, 14610.505196816), (, 14610.537991127), (, 14610.540132447), (, 14610.560175608), (, 14610.569607168), (, 14610.584397718), (, 14610.660980639)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14611.898049385), (, 14611.921047418), (, 14611.931911368), (, 14611.943639599), (, 14611.988067932), (, 14611.989785802), (, 14612.010353761), (, 14612.100118913)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14611.203175185), (, 14611.238102633), (, 14611.259856865), (, 14611.269311054), (, 14611.281805554), (, 14611.284064104), (, 14611.304699046), (, 14611.337289714)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14612.658364197), (, 14612.661088977), (, 14612.668605527), (, 14612.679812858), (, 14612.690263387), (, 14612.692250218), (, 14612.693632418), (, 14612.792062252)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14613.354942255), (, 14613.363609344), (, 14613.365869784), (, 14613.374942804), (, 14613.406995226), (, 14613.409251716), (, 14613.451236316), (, 14613.459848276)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14614.059497418), (, 14614.062571848), (, 14614.071364749), (, 14614.074286119), (, 14614.077453919), (, 14614.08310834), (, 14614.093193711), (, 14614.119000313)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14615.291491459), (, 14615.346539248), (, 14615.355639259), (, 14615.36639325), (, 14615.377584241), (, 14615.379603291), (, 14615.420594233), (, 14615.431637163)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14615.973724878), (, 14616.009393797), (, 14616.012576797), (, 14616.038260888), (, 14616.040329188), (, 14616.059616318), (, 14616.072408097), (, 14616.074287808)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14616.662299341), (, 14616.666654611), (, 14616.675602652), (, 14616.697930233), (, 14616.699807343), (, 14616.713104963), (, 14616.723682484), (, 14616.813186714)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14617.36877537), (, 14617.37067253), (, 14617.392182999), (, 14617.40116441), (, 14617.462963382), (, 14617.483987372), (, 14617.504125552), (, 14617.517067173)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14618.083843483), (, 14618.085658843), (, 14618.093078023), (, 14618.095196813), (, 14618.116388275), (, 14618.129652046), (, 14618.140251107), (, 14618.17455023)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14618.721556612), (, 14618.742079481), (, 14618.777871923), (, 14618.788245723), (, 14618.790221212), (, 14618.822141013), (, 14618.823925773), (, 14618.875622636)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14619.387967982), (, 14619.398965403), (, 14619.418556295), (, 14619.428373936), (, 14619.430513216), (, 14619.451616928), (, 14619.453581668), (, 14619.50661036)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14620.120814979), (, 14620.137767578), (, 14620.146560558), (, 14620.158063547), (, 14620.268270866), (, 14620.33407109), (, 14620.42443028), (, 14621.32892614)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14621.855795434), (, 14621.879306256), (, 14621.890730376), (, 14621.909871155), (, 14621.920870036), (, 14621.966722198), (, 14621.988326447), (, 14622.024533468)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14622.570184543), (, 14622.580643752), (, 14622.582367392), (, 14622.601917482), (, 14622.612136423), (, 14622.668479664), (, 14622.781442055), (, 14622.826995997)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14623.330087861), (, 14623.383548372), (, 14623.386145022), (, 14623.388236262), (, 14623.389595532), (, 14623.403660231), (, 14623.473936133), (, 14623.527050995)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14624.050604418), (, 14624.083591167), (, 14624.107221089), (, 14624.109646899), (, 14624.141101717), (, 14624.151846038), (, 14624.17337192), (, 14624.252421832)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14624.798578023), (, 14624.821688735), (, 14624.842783455), (, 14624.889918924), (, 14624.923910666), (, 14624.946542398), (, 14624.958183098), (, 14624.970691259)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14625.520229551), (, 14625.521944511), (, 14625.523231311), (, 14625.541228202), (, 14625.544212262), (, 14625.546253362), (, 14625.573866912), (, 14625.609906881)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14614.663982815), (, 14614.666854455), (, 14614.678569525), (, 14614.702280685), (, 14614.705773256), (, 14614.708288006), (, 14614.732574047), (, 14614.756544216)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14606.706973087), (, 14606.764626536), (, 14606.777458817), (, 14606.788640048), (, 14606.790559138), (, 14606.832445836), (, 14606.866619919), (, 14606.868469509)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14626.164839008), (, 14626.175779527), (, 14626.187746957), (, 14626.211328019), (, 14626.220693878), (, 14626.230971228), (, 14626.30054623), (, 14626.355376378)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14627.530661239), (, 14627.563504209), (, 14627.57437411), (, 14627.57635933), (, 14627.584467801), (, 14627.596279871), (, 14627.615886591), (, 14627.617799841)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14626.909310195), (, 14626.911631425), (, 14626.921910814), (, 14626.932682865), (, 14626.935081415), (, 14626.965619076), (, 14626.968037696), (, 14626.989891996)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14628.140141433), (, 14628.142095243), (, 14628.188524596), (, 14628.210636185), (, 14628.212815375), (, 14628.221979095), (, 14628.232978766), (, 14628.235045716)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14629.42683551), (, 14629.492769835), (, 14629.494595985), (, 14629.503173586), (, 14629.525762387), (, 14629.527448148), (, 14629.537182027), (, 14629.584552765)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14630.742153727), (, 14630.774396965), (, 14630.783929586), (, 14630.845653817), (, 14630.853763777), (, 14630.856388638), (, 14630.857811148), (, 14630.863225478)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14632.21819622), (, 14632.21996144), (, 14632.23875284), (, 14632.250191781), (, 14632.26288293), (, 14632.271761851), (, 14632.307654443), (, 14632.320285832)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14631.396458135), (, 14631.443702263), (, 14631.465223952), (, 14631.467877282), (, 14631.487160233), (, 14631.538549793), (, 14631.558453394), (, 14631.703607597)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14633.466499566), (, 14633.477200487), (, 14633.486551918), (, 14633.498129079), (, 14633.520695051), (, 14633.547379111), (, 14633.557941831), (, 14633.622985953)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14632.854884444), (, 14632.857325895), (, 14632.867560795), (, 14632.876782915), (, 14632.886432245), (, 14632.910563485), (, 14632.923501456), (, 14632.944263737)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14634.137430265), (, 14634.159651314), (, 14634.191408907), (, 14634.201329656), (, 14634.204512096), (, 14634.219286197), (, 14634.242087847), (, 14634.252926707)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14634.764414725), (, 14634.776621716), (, 14634.806204339), (, 14634.81698478), (, 14634.827586641), (, 14634.830529981), (, 14634.887363703), (, 14634.969182535)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14635.496543247), (, 14635.498456437), (, 14635.506541797), (, 14635.541753717), (, 14635.566494269), (, 14635.655277432), (, 14635.656961292), (, 14635.783112544)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14636.276110147), (, 14636.319541915), (, 14636.343446987), (, 14636.354446347), (, 14636.367980717), (, 14636.378230668), (, 14636.41216707), (, 14636.41388426)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14636.960121951), (, 14636.995663114), (, 14637.004580104), (, 14637.029802202), (, 14637.032294523), (, 14637.051812384), (, 14637.180305626), (, 14637.525747126)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14638.040667017), (, 14638.096959085), (, 14638.117868177), (, 14638.142593329), (, 14638.144396299), (, 14638.152568349), (, 14638.164422129), (, 14638.17351558)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14638.690138412), (, 14638.738799086), (, 14638.744387886), (, 14638.746406035), (, 14638.788508764), (, 14638.801468225), (, 14638.803630185), (, 14638.886611317)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14639.572342002), (, 14639.583403523), (, 14639.639454805), (, 14639.650069255), (, 14639.660852895), (, 14639.705155377), (, 14639.715461436), (, 14639.717577966)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14640.30549891), (, 14640.313875221), (, 14640.357280892), (, 14640.378664132), (, 14640.381033992), (, 14640.450938544), (, 14640.484412544), (, 14640.613099661)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14641.196422179), (, 14641.20853005), (, 14641.230088072), (, 14641.240351002), (, 14641.274325664), (, 14641.276309153), (, 14641.296116573), (, 14641.354240328)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14641.921172118), (, 14641.923419308), (, 14641.95460422), (, 14641.987532148), (, 14641.989606398), (, 14642.01113996), (, 14642.024594751), (, 14642.05067671)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14642.583947644), (, 14642.642894865), (, 14642.644875295), (, 14642.665554576), (, 14642.667276656), (, 14642.674618266), (, 14642.696508676), (, 14642.719742988)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14643.266733957), (, 14643.288299599), (, 14643.290174269), (, 14643.30044584), (, 14643.30201511), (, 14643.322980012), (, 14643.36514096), (, 14643.518151314)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14644.08043149), (, 14644.09345255), (, 14644.141132738), (, 14644.142999628), (, 14644.16279995), (, 14644.173193151), (, 14644.194792502), (, 14644.383255781)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14644.979775081), (, 14644.990756901), (, 14645.000346301), (, 14645.022113571), (, 14645.033885772), (, 14645.055695003), (, 14645.064171573), (, 14645.121847221)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14645.648178916), (, 14645.679122597), (, 14645.691451768), (, 14645.703448807), (, 14645.723447909), (, 14645.735292938), (, 14645.797233349), (, 14645.799306799)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14646.360182798), (, 14646.362801437), (, 14646.373673277), (, 14646.396717536), (, 14646.426431624), (, 14646.450034336), (, 14646.451692965), (, 14646.472334506)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14628.769428787), (, 14628.816147041), (, 14628.818283241), (, 14628.83982525), (, 14628.863130201), (, 14628.88736957), (, 14628.896926881), (, 14628.917224962)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14630.113348688), (, 14630.115551978), (, 14630.13544087), (, 14630.13775367), (, 14630.13927557), (, 14630.14598166), (, 14630.148389841), (, 14630.159993701)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14647.09116898), (, 14647.09302114), (, 14647.103938671), (, 14647.114338411), (, 14647.116710621), (, 14647.126304261), (, 14647.128446701), (, 14647.513666232)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14648.092288293), (, 14648.093967783), (, 14648.103966654), (, 14648.140482427), (, 14648.146078547), (, 14648.167368636), (, 14648.187515396), (, 14648.212256748)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14648.756047912), (, 14648.80921241), (, 14648.832164751), (, 14648.833953542), (, 14648.842249962), (, 14648.874648672), (, 14648.931442803), (, 14648.942901664)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14650.239991865), (, 14650.262606126), (, 14650.286694447), (, 14650.288800836), (, 14650.298455867), (, 14650.342841887), (, 14650.43350993), (, 14651.128982659)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14649.552407369), (, 14649.562320719), (, 14649.574113519), (, 14649.58785329), (, 14649.59861036), (, 14649.623588122), (, 14649.634384141), (, 14649.645307071)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14652.350820489), (, 14652.359091258), (, 14652.371516257), (, 14652.373200617), (, 14652.407489646), (, 14652.430227028), (, 14652.452424948), (, 14652.473670317)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14651.70007002), (, 14651.70240758), (, 14651.732656462), (, 14651.754050351), (, 14651.765271691), (, 14651.787336742), (, 14651.790124602), (, 14651.791591702)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14653.876079803), (, 14653.884907002), (, 14653.900641982), (, 14653.902679062), (, 14653.904082702), (, 14653.911351002), (, 14653.942226101), (, 14654.709606091)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14653.061182442), (, 14653.071995932), (, 14653.074429332), (, 14653.075803382), (, 14653.082151503), (, 14653.142504417), (, 14653.154601627), (, 14653.235417807)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14656.018219092), (, 14656.020089202), (, 14656.098307275), (, 14656.118836666), (, 14656.129322305), (, 14656.139434666), (, 14656.141573645), (, 14656.169921006)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14655.313818216), (, 14655.334921757), (, 14655.345309637), (, 14655.347081157), (, 14655.356540037), (, 14655.377230716), (, 14655.402454558), (, 14655.412987068)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14656.709252967), (, 14656.754539351), (, 14656.76572922), (, 14656.7676256), (, 14656.802915661), (, 14656.813642771), (, 14656.825584801), (, 14656.928143031)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14657.506643347), (, 14657.540821758), (, 14657.574213809), (, 14657.575742189), (, 14657.585834739), (, 14657.609643609), (, 14657.611300099), (, 14657.64211536)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14658.20796486), (, 14658.230171432), (, 14658.232341792), (, 14658.251684903), (, 14658.286330896), (, 14658.296034176), (, 14658.340864206), (, 14658.373217898)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14658.95325184), (, 14658.99725165), (, 14659.019629973), (, 14659.021397642), (, 14659.022804753), (, 14659.032046073), (, 14659.081169093), (, 14659.092074214)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14660.402827816), (, 14660.404681315), (, 14660.412700456), (, 14660.436768145), (, 14660.475086008), (, 14660.485958338), (, 14660.563822949), (, 14660.56546026)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14659.676869007), (, 14659.71077949), (, 14659.724226709), (, 14659.746538911), (, 14659.748277881), (, 14659.77012649), (, 14659.780710231), (, 14659.828742029)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14661.137102631), (, 14661.147774342), (, 14661.157822923), (, 14661.160127483), (, 14661.201460175), (, 14661.203720675), (, 14661.257172766), (, 14661.42871534)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14662.948174285), (, 14662.958531236), (, 14662.960587736), (, 14662.967502436), (, 14662.978314486), (, 14662.998795718), (, 14663.032161049), (, 14663.047983418)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14664.300744059), (, 14664.302662099), (, 14664.313059528), (, 14664.334084749), (, 14664.345000799), (, 14664.356044419), (, 14664.378506899), (, 14664.488433672)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14665.097634829), (, 14665.100244729), (, 14665.101930439), (, 14665.109306618), (, 14665.120768298), (, 14665.156200008), (, 14665.169299139), (, 14665.192476908)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14665.795392473), (, 14665.823620883), (, 14665.825528103), (, 14665.835765424), (, 14665.856666884), (, 14665.858624645), (, 14665.879316916), (, 14665.901801865)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14666.486899179), (, 14666.5026015), (, 14666.50420191), (, 14666.52444544), (, 14666.547101171), (, 14666.548866431), (, 14666.616965043), (, 14666.627690153)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14667.218212685), (, 14667.241411747), (, 14667.243240816), (, 14667.255602208), (, 14667.266576018), (, 14667.297727997), (, 14667.309992738), (, 14667.551044655)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14668.809708044), (, 14668.845675616), (, 14668.866526946), (, 14668.890868987), (, 14668.914040038), (, 14668.927098168), (, 14668.929101338), (, 14668.951989979)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14668.116379916), (, 14668.125967457), (, 14668.16427879), (, 14668.186345859), (, 14668.188882459), (, 14668.221881852), (, 14668.223954072), (, 14668.265380961)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14669.521553201), (, 14669.543859792), (, 14669.556678653), (, 14669.578486353), (, 14669.580621123), (, 14669.598833153), (, 14669.634855514), (, 14669.702533686)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14670.27707848), (, 14670.32094021), (, 14670.32273401), (, 14670.34370542), (, 14670.34576494), (, 14670.391605064), (, 14670.418855423), (, 14670.430632603)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14671.003519157), (, 14671.025317747), (, 14671.027413947), (, 14671.038023077), (, 14671.072524068), (, 14671.084131709), (, 14671.107344958), (, 14671.161626133)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14672.493450512), (, 14672.495692662), (, 14672.496851252), (, 14672.518422912), (, 14672.520537302), (, 14672.551468323), (, 14672.597405523), (, 14672.668695365)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14662.096522495), (, 14662.137690164), (, 14662.169560977), (, 14662.171801737), (, 14662.174315027), (, 14662.222750218), (, 14662.25538897), (, 14662.344289682)])']\n", + "connector: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14663.633529822), (, 14663.644731922), (, 14663.657179163), (, 14663.667300222), (, 14663.669410193), (, 14663.701957754), (, 14663.711589364), (, 14663.726087483)])']\n", + "connector: \n", + "Unclosed client session\n", + "client_session: \n", + "Unclosed connector\n", + "connections: ['deque([(, 14671.772801483), (, 14671.781074784), (, 14671.812524846), (, 14671.814651286), (, 14671.822346096), (, 14671.856249577), (, 14671.866083367), (, 14671.888340699)])']\n", + "connector: \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " baa10y_change_1b mean CRPS = 1.54204 (51 preds)\n", + " baa10y_change_5b mean CRPS = 4.23031 (51 preds)\n", + " baa10y_change_21b mean CRPS = 7.79899 (51 preds)\n" + ] + } + ], + "source": [ + "results_by_predictor: dict[str, dict[str, object]] = {}\n", + "\n", + "for predictor in all_predictors:\n", + " print(f\"Running {predictor.predictor_id} ...\", flush=True)\n", + " results_by_predictor[predictor.predictor_id] = cached_multi_backtest(\n", + " predictor=predictor,\n", + " spec=backtest_spec,\n", + " data_service=svc,\n", + " store_dir=PREDICTIONS_DIR,\n", + " )\n", + " for task_id, result in results_by_predictor[predictor.predictor_id].items():\n", + " print(f\" {task_id:18s} mean CRPS = {result.mean_score:.5f} ({len(result.predictions)} preds)\")\n", + "\n", + "RESULTS_DF = build_leaderboard(\n", + " results_by_predictor,\n", + " svc,\n", + " covariates_by_predictor=PREDICTOR_COVARIATES,\n", + " labels_by_predictor=PREDICTOR_LABELS,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "cef968dc", + "metadata": {}, + "source": [ + "### Leaderboard — mean CRPS by method and horizon\n", + "\n", + "Read it as a story: the spread between methods (and the naive floor's\n", + "disadvantage) is widest at `h=1` and compresses by `h=21`. The `dir_*` columns\n", + "report next-direction skill (most meaningful at `h=1`)." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "4f601c83", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
 horizontargetmodeluses_covariatesn_covariatescovariatespredictor_idmean_crpsn_scoresn_predictionsskipped_originsdir_precision_updir_recall_updir_f1_updir_accuracydir_roc_auc_prob_updir_n_eval
01baa10y_change_1bLightGBMFalse0—darts_lightgbm0.801686600.5000.6670.5710.5000.4446
11baa10y_change_1bLinRegFalse0—darts_linreg0.834466600.0000.0000.0000.5000.8336
21baa10y_change_1bLinReg + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_linreg_cov0.892446600.0000.0000.0000.5000.3336
31baa10y_change_1bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov0.928926600.3330.3330.3330.3330.3336
41baa10y_change_1bKalmanFalse0—darts_kalman1.057196600.3330.3330.3330.3330.3336
51baa10y_change_1bETSFalse0—darts_ets1.085016600.5000.3330.4000.5000.5566
61baa10y_change_1bAutoARIMAFalse0—darts_autoarima1.143306600.3330.3330.3330.3330.2226
71baa10y_change_1bLLMP (target)False0—llmp_sampled_trajectories_baa10y_v1_target_h48_n8[gemini-3.1-flash-lite-preview]1.149666600.0000.0000.0000.5000.6676
81baa10y_change_1bLLMP + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bllmp_sampled_trajectories_baa10y_v1_cov_h48_n8[gemini-3.1-flash-lite-preview]1.335486600.0000.0000.0000.1670.2226
91baa10y_change_1bNaiveFalse0—last_value_naive2.000006601.0000.3330.5000.6670.5566
105baa10y_change_5bAutoARIMAFalse0—darts_autoarima3.312896600.6670.5000.5710.5000.6256
115baa10y_change_5bLinReg + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_linreg_cov3.541136601.0000.2500.4000.5000.5006
125baa10y_change_5bKalmanFalse0—darts_kalman3.593596600.6670.5000.5710.5000.5006
135baa10y_change_5bLinRegFalse0—darts_linreg3.600166600.0000.0000.0000.3330.3756
145baa10y_change_5bLightGBMFalse0—darts_lightgbm3.635956600.5000.5000.5000.3330.2506
155baa10y_change_5bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov4.312076600.0000.0000.0000.1670.0006
165baa10y_change_5bLLMP + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bllmp_sampled_trajectories_baa10y_v1_cov_h48_n8[gemini-3.1-flash-lite-preview]4.491206600.6671.0000.8000.6670.6256
175baa10y_change_5bETSFalse0—darts_ets4.600866600.7500.7500.7500.6670.6256
185baa10y_change_5bLLMP (target)False0—llmp_sampled_trajectories_baa10y_v1_target_h48_n8[gemini-3.1-flash-lite-preview]4.888306600.5000.2500.3330.3330.3756
195baa10y_change_5bNaiveFalse0—last_value_naive6.500006600.7500.7500.7500.6670.6256
2021baa10y_change_21bLLMP + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bllmp_sampled_trajectories_baa10y_v1_cov_h48_n8[gemini-3.1-flash-lite-preview]5.068606600.8000.8000.8000.6670.6006
2121baa10y_change_21bKalmanFalse0—darts_kalman5.404956600.8000.8000.8000.6670.2006
2221baa10y_change_21bLLMP (target)False0—llmp_sampled_trajectories_baa10y_v1_target_h48_n8[gemini-3.1-flash-lite-preview]5.459076600.8000.8000.8000.6670.2006
2321baa10y_change_21bLightGBMFalse0—darts_lightgbm6.026286600.6670.4000.5000.3330.4006
2421baa10y_change_21bLinReg + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_linreg_cov6.268486600.0000.0000.0000.1670.4006
2521baa10y_change_21bLinRegFalse0—darts_linreg6.386406600.0000.0000.0000.1670.8006
2621baa10y_change_21bAutoARIMAFalse0—darts_autoarima7.011536600.7500.6000.6670.5000.4006
2721baa10y_change_21bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov7.137146600.0000.0000.0000.1671.0006
2821baa10y_change_21bETSFalse0—darts_ets7.389286601.0000.6000.7500.6670.6006
2921baa10y_change_21bNaiveFalse0—last_value_naive8.500006600.6670.4000.5000.3330.2006
\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display_multivariate_backtest_leaderboard(RESULTS_DF)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "db6a74ea", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
 horizontargetmodeluses_covariatesn_covariatescovariatespredictor_idmean_crpsn_scoresn_predictionsskipped_originsdir_precision_updir_recall_updir_f1_updir_accuracydir_roc_auc_prob_updir_n_eval
01baa10y_change_1bLightGBMFalse0—darts_lightgbm0.801686600.5000.6670.5710.5000.4446
11baa10y_change_1bLinRegFalse0—darts_linreg0.834466600.0000.0000.0000.5000.8336
21baa10y_change_1bLinReg + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_linreg_cov0.892446600.0000.0000.0000.5000.3336
31baa10y_change_1bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov0.928926600.3330.3330.3330.3330.3336
41baa10y_change_1bKalmanFalse0—darts_kalman1.057196600.3330.3330.3330.3330.3336
51baa10y_change_1bETSFalse0—darts_ets1.085016600.5000.3330.4000.5000.5566
61baa10y_change_1bAutoARIMAFalse0—darts_autoarima1.143306600.3330.3330.3330.3330.2226
71baa10y_change_1bLLMP (target)False0—llmp_sampled_trajectories_baa10y_v1_target_h48_n8[gemini-3.1-flash-lite-preview]1.149666600.0000.0000.0000.5000.6676
81baa10y_change_1bLLMP + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bllmp_sampled_trajectories_baa10y_v1_cov_h48_n8[gemini-3.1-flash-lite-preview]1.335486600.0000.0000.0000.1670.2226
91baa10y_change_1bNaiveFalse0—last_value_naive2.000006601.0000.3330.5000.6670.5566
105baa10y_change_5bAutoARIMAFalse0—darts_autoarima3.312896600.6670.5000.5710.5000.6256
115baa10y_change_5bLinReg + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_linreg_cov3.541136601.0000.2500.4000.5000.5006
125baa10y_change_5bKalmanFalse0—darts_kalman3.593596600.6670.5000.5710.5000.5006
135baa10y_change_5bLinRegFalse0—darts_linreg3.600166600.0000.0000.0000.3330.3756
145baa10y_change_5bLightGBMFalse0—darts_lightgbm3.635956600.5000.5000.5000.3330.2506
155baa10y_change_5bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov4.312076600.0000.0000.0000.1670.0006
165baa10y_change_5bLLMP + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bllmp_sampled_trajectories_baa10y_v1_cov_h48_n8[gemini-3.1-flash-lite-preview]4.491206600.6671.0000.8000.6670.6256
175baa10y_change_5bETSFalse0—darts_ets4.600866600.7500.7500.7500.6670.6256
185baa10y_change_5bLLMP (target)False0—llmp_sampled_trajectories_baa10y_v1_target_h48_n8[gemini-3.1-flash-lite-preview]4.888306600.5000.2500.3330.3330.3756
195baa10y_change_5bNaiveFalse0—last_value_naive6.500006600.7500.7500.7500.6670.6256
2021baa10y_change_21bLLMP + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bllmp_sampled_trajectories_baa10y_v1_cov_h48_n8[gemini-3.1-flash-lite-preview]5.068606600.8000.8000.8000.6670.6006
2121baa10y_change_21bKalmanFalse0—darts_kalman5.404956600.8000.8000.8000.6670.2006
2221baa10y_change_21bLLMP (target)False0—llmp_sampled_trajectories_baa10y_v1_target_h48_n8[gemini-3.1-flash-lite-preview]5.459076600.8000.8000.8000.6670.2006
2321baa10y_change_21bLightGBMFalse0—darts_lightgbm6.026286600.6670.4000.5000.3330.4006
2421baa10y_change_21bLinReg + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_linreg_cov6.268486600.0000.0000.0000.1670.4006
2521baa10y_change_21bLinRegFalse0—darts_linreg6.386406600.0000.0000.0000.1670.8006
2621baa10y_change_21bAutoARIMAFalse0—darts_autoarima7.011536600.7500.6000.6670.5000.4006
2721baa10y_change_21bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov7.137146600.0000.0000.0000.1671.0006
2821baa10y_change_21bETSFalse0—darts_ets7.389286601.0000.6000.7500.6670.6006
2921baa10y_change_21bNaiveFalse0—last_value_naive8.500006600.6670.4000.5000.3330.2006
\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "%{y}
Mean CRPS: %{x:.5f}", + "marker": { + "color": [ + "rgb(134, 182, 239)", + "rgb(121, 168, 224)", + "rgb(107, 154, 210)", + "rgb(94, 139, 195)", + "rgb(80, 125, 180)", + "rgb(67, 111, 166)", + "rgb(53, 97, 151)", + "rgb(40, 82, 136)", + "rgb(26, 68, 122)", + "rgb(13, 54, 107)" + ] + }, + "orientation": "h", + "showlegend": false, + "type": "bar", + "x": { + "bdata": "sK5xJ1un6T/BeHZn7bPqP5fE0mnUjuw/54twNb657T/LOfH7QurwP5kOu6szXPE/89dRLfhK8j/evfJR/WTyP7WQbdweXvU/AwAAAAAAAEA=", + "dtype": "f8" + }, + "xaxis": "x", + "y": [ + "LightGBM", + "LinReg", + "LinReg + cov", + "LightGBM + cov", + "Kalman", + "ETS", + "AutoARIMA", + "LLMP (target)", + "LLMP + cov", + "Naive" + ], + "yaxis": "y" + }, + { + "hovertemplate": "%{y}
Mean CRPS: %{x:.5f}", + "marker": { + "color": [ + "rgb(134, 182, 239)", + "rgb(121, 168, 224)", + "rgb(107, 154, 210)", + "rgb(94, 139, 195)", + "rgb(80, 125, 180)", + "rgb(67, 111, 166)", + "rgb(53, 97, 151)", + "rgb(40, 82, 136)", + "rgb(26, 68, 122)", + "rgb(13, 54, 107)" + ] + }, + "orientation": "h", + "showlegend": false, + "type": "bar", + "x": { + "bdata": "S1NfucuACkB9ZsV7OVQMQFDKnRyrvwxAY1WFESLNDEC7+rN+bBYNQKm0R0yOPxFAo/iiVvz2EUDhHQ/0SGcSQHUp8TmejRNABQAAAAAAGkA=", + "dtype": "f8" + }, + "xaxis": "x2", + "y": [ + "AutoARIMA", + "LinReg + cov", + "Kalman", + "LinReg", + "LightGBM", + "LightGBM + cov", + "LLMP + cov", + "ETS", + "LLMP (target)", + "Naive" + ], + "yaxis": "y2" + }, + { + "hovertemplate": "%{y}
Mean CRPS: %{x:.5f}", + "marker": { + "color": [ + "rgb(134, 182, 239)", + "rgb(121, 168, 224)", + "rgb(107, 154, 210)", + "rgb(94, 139, 195)", + "rgb(80, 125, 180)", + "rgb(67, 111, 166)", + "rgb(53, 97, 151)", + "rgb(40, 82, 136)", + "rgb(26, 68, 122)", + "rgb(13, 54, 107)" + ] + }, + "orientation": "h", + "showlegend": false, + "type": "bar", + "x": { + "bdata": "MD97lT9GFEBL5Ahvqp4VQGCThm0V1hVASw1VPugaGEBpLwfB7BIZQEktVcCrixlAlT/HNM4LHEBb6Ub9bowcQJM7vqWejh1ABAAAAAAAIUA=", + "dtype": "f8" + }, + "xaxis": "x3", + "y": [ + "LLMP + cov", + "Kalman", + "LLMP (target)", + "LightGBM", + "LinReg + cov", + "LinReg", + "AutoARIMA", + "LightGBM + cov", + "ETS", + "Naive" + ], + "yaxis": "y3" + } + ], + "layout": { + "annotations": [ + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "h = 1 business day(s)", + "x": 0.13333333333333333, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "h = 5 business day(s)", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "h = 21 business day(s)", + "x": 0.8666666666666667, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + } + ], + "height": 420, + "margin": { + "b": 50, + "l": 60, + "r": 30, + "t": 90 + }, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "white", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "white", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "#C8D4E3", + "linecolor": "#C8D4E3", + "minorgridcolor": "#C8D4E3", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "#C8D4E3", + "linecolor": "#C8D4E3", + "minorgridcolor": "#C8D4E3", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergl" + } + ], + "scattermap": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermap" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#2a3f5f" + }, + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "white", + "showlakes": true, + "showland": true, + "subunitcolor": "#C8D4E3" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "white", + "polar": { + "angularaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + }, + "bgcolor": "white", + "radialaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "yaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "zaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "baxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "bgcolor": "white", + "caxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + } + } + }, + "title": { + "font": { + "size": 14 + }, + "text": "Mean CRPS by method and horizon (lower is better)" + }, + "width": 1140, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 0.26666666666666666 + ], + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "title": { + "text": "Mean CRPS" + } + }, + "xaxis2": { + "anchor": "y2", + "domain": [ + 0.3666666666666667, + 0.6333333333333333 + ], + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "title": { + "text": "Mean CRPS" + } + }, + "xaxis3": { + "anchor": "y3", + "domain": [ + 0.7333333333333334, + 1 + ], + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "title": { + "text": "Mean CRPS" + } + }, + "yaxis": { + "anchor": "x", + "autorange": "reversed", + "domain": [ + 0, + 1 + ] + }, + "yaxis2": { + "anchor": "x2", + "autorange": "reversed", + "domain": [ + 0, + 1 + ] + }, + "yaxis3": { + "anchor": "x3", + "autorange": "reversed", + "domain": [ + 0, + 1 + ] + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plotly_display_multivariate_backtest_leaderboard(RESULTS_DF)" + ] + }, + { + "cell_type": "markdown", + "id": "da3a09c0", + "metadata": {}, + "source": [ + "### Reading the LLMP ± covariates rows\n", + "\n", + "When the LLM-Process rows are present (post-cutoff windows), compare them directly:\n", + "- **LLMP (target)** — the LLM sees **only** the return history.\n", + "- **LLMP + cov** — it additionally sees **labeled covariate-history blocks**\n", + " (VIX, yields, …) in its prompt.\n", + "\n", + "Their CRPS gap answers the headline question: does the same exogenous panel the\n", + "ML methods use help an LLM — and does either LLMP variant reach the\n", + "gradient-boosting rows? Because these windows are **post-cutoff**, the LLM can't\n", + "be reciting memorised outcomes." + ] + }, + { + "cell_type": "markdown", + "id": "838475a9", + "metadata": {}, + "source": [ + "---\n", + "## 6. Forecast vs realised (next session, h=1)\n", + "\n", + "A few models' median next-session forecast against the realised return (percent)\n", + "— the near-zero, low-amplitude forecasts vs the noisy realised series are the\n", + "daily-efficiency story made visual. These reuse the cached `h=1` predictions from\n", + "Section 5 (no re-running)." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "97076392", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# A few representative models, pulled straight from the cached backtest results.\n", + "H1_TASK = \"baa10y_change_1b\"\n", + "demo_ids = [naive.predictor_id, ets.predictor_id, lightgbm_cov.predictor_id]\n", + "\n", + "compare_by_run: dict[str, pd.DataFrame] = {}\n", + "for pid in demo_ids:\n", + " result = results_by_predictor.get(pid, {}).get(H1_TASK)\n", + " if result is None:\n", + " continue\n", + " label = PREDICTOR_LABELS.get(pid, pid)\n", + " compare_by_run[label] = build_spread_change_compare_frame(result.predictions, svc, H1_TASK)\n", + "\n", + "fig, _ = plot_spread_change_forecast_vs_actual_multi(compare_by_run, title=\"Next-session change: forecast vs realised (h=1)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a6c48b35", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Actual: %{y:.2%}", + "line": { + "color": "#2a78d6", + "width": 2.2 + }, + "marker": { + "size": 6, + "symbol": "circle" + }, + "mode": "lines+markers", + "name": "Actual", + "type": "scatter", + "x": [ + "2025-10-07T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-11T00:00:00.000000" + ], + "y": { + "bdata": "BAAAAAAAAEAEAAAAAADwvwQAAAAAAPC/BAAAAAAAAEAEAAAAAADwPwAAAAAAAAAA", + "dtype": "f8" + } + }, + { + "hovertemplate": "Naive: %{y:+.2%}", + "line": { + "color": "#eb6834", + "dash": "dash", + "width": 1.6 + }, + "marker": { + "size": 5, + "symbol": "square" + }, + "mode": "lines+markers", + "name": "Naive", + "type": "scatter", + "x": [ + "2025-10-07T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-11T00:00:00.000000" + ], + "y": { + "bdata": "BAAAAAAA8L8AAAAAAAAAAAQAAAAAAADABAAAAAAAAMAEAAAAAAAAQAQAAAAAAADA", + "dtype": "f8" + } + }, + { + "hovertemplate": "ETS: %{y:+.2%}", + "line": { + "color": "#1baf7a", + "dash": "dash", + "width": 1.6 + }, + "marker": { + "size": 5, + "symbol": "square" + }, + "mode": "lines+markers", + "name": "ETS", + "type": "scatter", + "x": [ + "2025-10-07T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-11T00:00:00.000000" + ], + "y": { + "bdata": "kvKFOtLksb8CL+zhPNzHP224kwg3DMy/8g7sm1qc5b+PRQ3Yr6DrPxT68yqG9cW/", + "dtype": "f8" + } + }, + { + "hovertemplate": "LightGBM + cov: %{y:+.2%}", + "line": { + "color": "#eda100", + "dash": "dash", + "width": 1.6 + }, + "marker": { + "size": 5, + "symbol": "square" + }, + "mode": "lines+markers", + "name": "LightGBM + cov", + "type": "scatter", + "x": [ + "2025-10-07T00:00:00.000000", + "2025-10-14T00:00:00.000000", + "2025-10-21T00:00:00.000000", + "2025-10-28T00:00:00.000000", + "2025-11-04T00:00:00.000000", + "2025-11-11T00:00:00.000000" + ], + "y": { + "bdata": "j73E69TZ479ApJdgb7/VPwB01dJZndO/ThKHX18kxz+qPae5nyHTv2oVaIcGLqg/", + "dtype": "f8" + } + } + ], + "layout": { + "height": 460, + "hovermode": "x unified", + "legend": { + "bgcolor": "rgba(255, 255, 255, 0.85)", + "font": { + "size": 9 + }, + "x": 0.01, + "xanchor": "left", + "y": 0.99, + "yanchor": "top" + }, + "margin": { + "b": 50, + "l": 60, + "r": 30, + "t": 70 + }, + "shapes": [ + { + "line": { + "color": "rgb(128, 128, 128)", + "dash": "dash", + "width": 0.8 + }, + "type": "line", + "x0": 0, + "x1": 1, + "xref": "x domain", + "y0": 0, + "y1": 0, + "yref": "y" + } + ], + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "white", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "white", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "#C8D4E3", + "linecolor": "#C8D4E3", + "minorgridcolor": "#C8D4E3", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "#C8D4E3", + "linecolor": "#C8D4E3", + "minorgridcolor": "#C8D4E3", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergl" + } + ], + "scattermap": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermap" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#2a3f5f" + }, + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "white", + "showlakes": true, + "showland": true, + "subunitcolor": "#C8D4E3" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "white", + "polar": { + "angularaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + }, + "bgcolor": "white", + "radialaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "yaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "zaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "baxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "bgcolor": "white", + "caxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + } + } + }, + "title": { + "font": { + "color": "rgb(38, 38, 38)", + "size": 14 + }, + "text": "Next-session change: forecast vs realised (h=1)" + }, + "width": 1100, + "xaxis": { + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "showspikes": true, + "spikecolor": "rgba(120, 120, 120, 0.5)", + "spikemode": "across", + "spikesnap": "cursor", + "spikethickness": 1, + "title": { + "text": "Session date (forecast resolution)" + } + }, + "yaxis": { + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "tickformat": ".1f", + "ticksuffix": " bp", + "title": { + "text": "Spread change (basis points)" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plotly_spread_change_forecast_vs_actual_multi(compare_by_run, title=\"Next-session change: forecast vs realised (h=1)\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "89b9939e", + "metadata": {}, + "source": [ + "---\n", + "## 7. Protected 2026 eval — the honest scoreboard\n", + "\n", + "`multi_evaluate()` against the held-out 2026 window. This is **scarce**:\n", + "`baa10y_eval_2026.yaml` carries `max_runs`, and one `multi_evaluate` call across\n", + "all three horizons counts as **one** run. Pass an `EvalTracker` to enforce that\n", + "budget across sessions (commented below — it would block re-runs once exhausted,\n", + "so we leave it off here and just show `run_number`).\n", + "\n", + "Spend it on the models you committed to from the 2025 backtest — pick a small\n", + "**finalists** list in the cell below, not the whole roster. Eval results are\n", + "never cached (caching would obscure the budget), so each run recomputes.\n", + "\n", + "> **Runtime:** the finalists default to the cutoff-safe baselines plus\n", + "> `LightGBM + cov`. Add the LLMP variants when you're ready to spend the proxy\n", + "> tokens on the protected scoreboard (each LLMP eval is ~8 origins × 3 horizons ×\n", + "> `n_samples` calls)." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "5570e8b0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Evaluating last_value_naive ...\n", + " baa10y_change_1b mean CRPS = 3.00000 (run #1)\n", + " baa10y_change_5b mean CRPS = 6.50000 (run #1)\n", + " baa10y_change_21b mean CRPS = 16.50000 (run #1)\n", + "Evaluating darts_lightgbm_cov ...\n", + " baa10y_change_1b mean CRPS = 1.90028 (run #1)\n", + " baa10y_change_5b mean CRPS = 3.40485 (run #1)\n", + " baa10y_change_21b mean CRPS = 8.19381 (run #1)\n" + ] + } + ], + "source": [ + "# from aieng.forecasting.evaluation import EvalTracker\n", + "# tracker = EvalTracker(ROOT / \"data\" / \"baa10y_eval_runs.yaml\") # enforces max_runs across sessions\n", + "\n", + "with (SPECS_DIR / _EVAL_SPEC_FILE).open() as f:\n", + " eval_spec = MultiTargetEvalSpec.model_validate(yaml.safe_load(f))\n", + "\n", + "# Finalists only — the held-out window is scarce. Pick the handful you committed\n", + "# to from the 2025 backtest (e.g. add `llmp`, `llmp_cov` here when ready to spend\n", + "# the proxy tokens — they exist only when POST_CUTOFF).\n", + "eval_finalists = [naive, lightgbm_cov]\n", + "\n", + "eval_results: dict[str, dict[str, object]] = {}\n", + "for predictor in eval_finalists:\n", + " print(f\"Evaluating {predictor.predictor_id} ...\", flush=True)\n", + " eval_results[predictor.predictor_id] = multi_evaluate(\n", + " predictor=predictor,\n", + " spec=eval_spec,\n", + " data_service=svc,\n", + " tracker=None, # set to `tracker` above to enforce the max_runs budget\n", + " )\n", + " for task_id, result in eval_results[predictor.predictor_id].items():\n", + " print(f\" {task_id:18s} mean CRPS = {result.mean_score:.5f} (run #{result.run_number})\")\n", + "\n", + "EVAL_DF = build_leaderboard(\n", + " eval_results,\n", + " svc,\n", + " covariates_by_predictor=PREDICTOR_COVARIATES,\n", + " labels_by_predictor=PREDICTOR_LABELS,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "e6a1826b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
 horizontargetmodeluses_covariatesn_covariatescovariatespredictor_idmean_crpsn_scoresn_predictionsskipped_originsdir_precision_updir_recall_updir_f1_updir_accuracydir_roc_auc_prob_updir_n_evalrun_number
01baa10y_change_1bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov1.900288800.5000.5000.5000.5000.68881
11baa10y_change_1bNaiveFalse0—last_value_naive3.000008801.0000.5000.6670.7500.56281
25baa10y_change_5bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov3.404858800.7500.5000.6000.5000.41781
35baa10y_change_5bNaiveFalse0—last_value_naive6.500008800.6670.6670.6670.5000.33381
421baa10y_change_21bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov8.193818800.0000.0000.0000.5000.62581
521baa10y_change_21bNaiveFalse0—last_value_naive16.500008800.3330.5000.4000.2500.25081
\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display_multivariate_backtest_leaderboard(EVAL_DF)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "9ee68859", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
 horizontargetmodeluses_covariatesn_covariatescovariatespredictor_idmean_crpsn_scoresn_predictionsskipped_originsdir_precision_updir_recall_updir_f1_updir_accuracydir_roc_auc_prob_updir_n_evalrun_number
01baa10y_change_1bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov1.900288800.5000.5000.5000.5000.68881
11baa10y_change_1bNaiveFalse0—last_value_naive3.000008801.0000.5000.6670.7500.56281
25baa10y_change_5bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov3.404858800.7500.5000.6000.5000.41781
35baa10y_change_5bNaiveFalse0—last_value_naive6.500008800.6670.6670.6670.5000.33381
421baa10y_change_21bLightGBM + covTrue10vix_level_l1b, vix_log_ret_1b_l1b, ust10y_level_l1b, ust2y10y_spread_l1b, fed_funds_level_l1b, cpi_mom_logdiff_l1b, unemployment_rate_l1b, oil_log_ret_1b_l1b, dollar_index_log_ret_1b_l1b, nasdaq_log_ret_1b_l1bdarts_lightgbm_cov8.193818800.0000.0000.0000.5000.62581
521baa10y_change_21bNaiveFalse0—last_value_naive16.500008800.3330.5000.4000.2500.25081
\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "%{y}
Mean CRPS: %{x:.5f}", + "marker": { + "color": [ + "rgb(134, 182, 239)", + "rgb(13, 54, 107)" + ] + }, + "orientation": "h", + "showlegend": false, + "type": "bar", + "x": { + "bdata": "oiL29opn/j8AAAAAAAAIQA==", + "dtype": "f8" + }, + "xaxis": "x", + "y": [ + "LightGBM + cov", + "Naive" + ], + "yaxis": "y" + }, + { + "hovertemplate": "%{y}
Mean CRPS: %{x:.5f}", + "marker": { + "color": [ + "rgb(134, 182, 239)", + "rgb(13, 54, 107)" + ] + }, + "orientation": "h", + "showlegend": false, + "type": "bar", + "x": { + "bdata": "8g1kSiE9C0AKAAAAAAAaQA==", + "dtype": "f8" + }, + "xaxis": "x2", + "y": [ + "LightGBM + cov", + "Naive" + ], + "yaxis": "y2" + }, + { + "hovertemplate": "%{y}
Mean CRPS: %{x:.5f}", + "marker": { + "color": [ + "rgb(134, 182, 239)", + "rgb(13, 54, 107)" + ] + }, + "orientation": "h", + "showlegend": false, + "type": "bar", + "x": { + "bdata": "AAauizpjIEACAAAAAIAwQA==", + "dtype": "f8" + }, + "xaxis": "x3", + "y": [ + "LightGBM + cov", + "Naive" + ], + "yaxis": "y3" + } + ], + "layout": { + "annotations": [ + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "h = 1 business day(s)", + "x": 0.13333333333333333, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "h = 5 business day(s)", + "x": 0.5, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "h = 21 business day(s)", + "x": 0.8666666666666667, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + } + ], + "height": 420, + "margin": { + "b": 50, + "l": 60, + "r": 30, + "t": 90 + }, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "white", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "white", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "#C8D4E3", + "linecolor": "#C8D4E3", + "minorgridcolor": "#C8D4E3", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "#C8D4E3", + "linecolor": "#C8D4E3", + "minorgridcolor": "#C8D4E3", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergl" + } + ], + "scattermap": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermap" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#2a3f5f" + }, + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "white", + "showlakes": true, + "showland": true, + "subunitcolor": "#C8D4E3" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "white", + "polar": { + "angularaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + }, + "bgcolor": "white", + "radialaxis": { + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "yaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + }, + "zaxis": { + "backgroundcolor": "white", + "gridcolor": "#DFE8F3", + "gridwidth": 2, + "linecolor": "#EBF0F8", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#EBF0F8" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "baxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + }, + "bgcolor": "white", + "caxis": { + "gridcolor": "#DFE8F3", + "linecolor": "#A2B1C6", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "#EBF0F8", + "linecolor": "#EBF0F8", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "#EBF0F8", + "zerolinewidth": 2 + } + } + }, + "title": { + "font": { + "size": 14 + }, + "text": "Mean CRPS by method and horizon (lower is better)" + }, + "width": 1140, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 0.26666666666666666 + ], + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "title": { + "text": "Mean CRPS" + } + }, + "xaxis2": { + "anchor": "y2", + "domain": [ + 0.3666666666666667, + 0.6333333333333333 + ], + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "title": { + "text": "Mean CRPS" + } + }, + "xaxis3": { + "anchor": "y3", + "domain": [ + 0.7333333333333334, + 1 + ], + "gridcolor": "rgba(0, 0, 0, 0.08)", + "showgrid": true, + "title": { + "text": "Mean CRPS" + } + }, + "yaxis": { + "anchor": "x", + "autorange": "reversed", + "domain": [ + 0, + 1 + ] + }, + "yaxis2": { + "anchor": "x2", + "autorange": "reversed", + "domain": [ + 0, + 1 + ] + }, + "yaxis3": { + "anchor": "x3", + "autorange": "reversed", + "domain": [ + 0, + 1 + ] + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plotly_display_multivariate_backtest_leaderboard(EVAL_DF)" + ] + }, + { + "cell_type": "markdown", + "id": "33ecd208", + "metadata": {}, + "source": [ + "## 8. Comparison between with HYOAS and without generated by ChatGTP 5.6\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "4426ffda", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " baa10y_change_1b mean CRPS = 0.92892 (6 predictions)\n", + " baa10y_change_5b mean CRPS = 4.31207 (6 predictions)\n", + " baa10y_change_21b mean CRPS = 7.13714 (6 predictions)\n" + ] + } + ], + "source": [ + "\n", + "BASELINE_PREDICTOR_ID = lightgbm_cov.predictor_id\n", + "# Expected: \"darts_lightgbm_cov\"\n", + "\n", + "if BASELINE_PREDICTOR_ID not in results_by_predictor:\n", + " raise RuntimeError(\n", + " \"The existing LightGBM + covariates result is unavailable. \"\n", + " \"Run the main backtest section above first.\"\n", + " )\n", + "\n", + "without_hyoas_results = results_by_predictor[BASELINE_PREDICTOR_ID]\n", + "for task_id, result in without_hyoas_results.items():\n", + " print(\n", + " f\" {task_id:20s} \"\n", + " f\"mean CRPS = {result.mean_score:.5f} \"\n", + " f\"({len(result.predictions)} predictions)\"\n", + " )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "7f81d499", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "HYOAS model covariates: 12\n", + "Added HYOAS covariates: ['hyoas_observed_change_1b_bps_l1b', 'hyoas_hyg_dgs3_proxy_change_1b_bps_l1b']\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
experimenttaskmean_crpspredictions
0LightGBM without HYOASbaa10y_change_1b0.9289246
1LightGBM without HYOASbaa10y_change_5b4.3120666
2LightGBM without HYOASbaa10y_change_21b7.1371426
3LightGBM with HYOASbaa10y_change_1b0.9723996
4LightGBM with HYOASbaa10y_change_5b4.2549506
5LightGBM with HYOASbaa10y_change_21b8.0347776
\n", + "
" + ], + "text/plain": [ + " experiment task mean_crps predictions\n", + "0 LightGBM without HYOAS baa10y_change_1b 0.928924 6\n", + "1 LightGBM without HYOAS baa10y_change_5b 4.312066 6\n", + "2 LightGBM without HYOAS baa10y_change_21b 7.137142 6\n", + "3 LightGBM with HYOAS baa10y_change_1b 0.972399 6\n", + "4 LightGBM with HYOAS baa10y_change_5b 4.254950 6\n", + "5 LightGBM with HYOAS baa10y_change_21b 8.034777 6" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# ---------------------------------------------------------------------------\n", + "# Build a service containing baseline covariates plus HYOAS\n", + "# ---------------------------------------------------------------------------\n", + "\n", + "HYOAS_COVARIATES = list(\n", + " dict.fromkeys([\n", + " *DEFAULT_COVARIATE_SERIES_IDS,\n", + " *HYOAS_OPTIONAL_COVARIATE_SERIES_IDS,\n", + " ])\n", + ")\n", + "\n", + "svc_hyoas = build_baa10y_multivariate_service(\n", + " windows=(1, 5, 21),\n", + " include_covariates=True,\n", + " covariate_series_ids=HYOAS_COVARIATES,\n", + " start=DATA_HISTORY_START,\n", + " refresh=REFRESH_CACHE,\n", + ")\n", + "\n", + "registered_series = set(svc_hyoas.series_ids)\n", + "\n", + "missing_hyoas = [\n", + " series_id\n", + " for series_id in HYOAS_OPTIONAL_COVARIATE_SERIES_IDS\n", + " if series_id not in registered_series\n", + "]\n", + "\n", + "if missing_hyoas:\n", + " raise RuntimeError(\n", + " f\"Missing HYOAS covariates: {missing_hyoas}\"\n", + " )\n", + "\n", + "HYOAS_COVARIATES = [\n", + " series_id\n", + " for series_id in HYOAS_COVARIATES\n", + " if series_id in registered_series\n", + "]\n", + "\n", + "print(f\"\\nHYOAS model covariates: {len(HYOAS_COVARIATES)}\")\n", + "print(\n", + " \"Added HYOAS covariates:\",\n", + " list(HYOAS_OPTIONAL_COVARIATE_SERIES_IDS),\n", + ")\n", + "ab_hyoas_predictor = DartsLightGBMPredictor(\n", + " lags=LAGS,\n", + " lags_past_covariates=LAGS,\n", + " covariate_series_ids=HYOAS_COVARIATES,\n", + " num_samples=NUM_SAMPLES,\n", + " lgbm_kwargs=LGBM_KWARGS,\n", + ")\n", + "\n", + "with_hyoas_results = cached_multi_backtest(\n", + " predictor=ab_hyoas_predictor,\n", + " spec=backtest_spec,\n", + " data_service=svc_hyoas,\n", + " store_dir=PREDICTIONS_DIR / \"hyoas_ab\" / \"with_hyoas\",\n", + ")\n", + "\n", + "\n", + "# Combine the existing baseline and new HYOAS results\n", + "hyoas_comparison_results = {\n", + " \"LightGBM without HYOAS\": without_hyoas_results,\n", + " \"LightGBM with HYOAS\": with_hyoas_results,\n", + "}\n", + "\n", + "\n", + "# Display CRPS\n", + "summary_rows = []\n", + "\n", + "for experiment, task_results in hyoas_comparison_results.items():\n", + " for task_id, result in task_results.items():\n", + " summary_rows.append({\n", + " \"experiment\": experiment,\n", + " \"task\": task_id,\n", + " \"mean_crps\": result.mean_score,\n", + " \"predictions\": len(result.predictions),\n", + " })\n", + "\n", + "HYOAS_AB_SUMMARY = pd.DataFrame(summary_rows)\n", + "display(HYOAS_AB_SUMMARY)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "e5953900", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "crps_pivot = HYOAS_AB_SUMMARY.pivot(\n", + " index=\"task\",\n", + " columns=\"experiment\",\n", + " values=\"mean_crps\",\n", + ")\n", + "\n", + "ax = crps_pivot.plot(\n", + " kind=\"bar\",\n", + " figsize=(11, 5),\n", + " color=[\"tab:blue\", \"tab:orange\"],\n", + ")\n", + "\n", + "ax.set_title(\n", + " \"BAA10Y LightGBM Backtest: CRPS With Versus Without HYOAS\"\n", + ")\n", + "ax.set_xlabel(\"BAA10Y target\")\n", + "ax.set_ylabel(\"Mean CRPS — lower is better\")\n", + "ax.tick_params(axis=\"x\", rotation=0)\n", + "ax.grid(\n", + " axis=\"y\",\n", + " linestyle=\"--\",\n", + " alpha=0.25,\n", + ")\n", + "ax.legend(title=\"Experiment\")\n", + "\n", + "for container in ax.containers:\n", + " ax.bar_label(\n", + " container,\n", + " fmt=\"%.4f\",\n", + " padding=3,\n", + " )\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "ab_task_ids = [\n", + " \"baa10y_change_1b\",\n", + " \"baa10y_change_5b\",\n", + " \"baa10y_change_21b\",\n", + "]\n", + "\n", + "for task_id in ab_task_ids:\n", + " compare_by_run = {}\n", + "\n", + " for label, task_results in hyoas_comparison_results.items():\n", + " result = task_results.get(task_id)\n", + "\n", + " if result is None:\n", + " continue\n", + "\n", + " compare_by_run[label] = build_spread_change_compare_frame(\n", + " result.predictions,\n", + " svc_hyoas,\n", + " task_id,\n", + " )\n", + "\n", + " if not compare_by_run:\n", + " print(f\"No backtest results found for {task_id}\")\n", + " continue\n", + "\n", + " fig, _ = plot_spread_change_forecast_vs_actual_multi(\n", + " compare_by_run,\n", + " title=(\n", + " f\"{task_id}: Forecast vs Actual — \"\n", + " \"With and Without HYOAS\"\n", + " ),\n", + " )\n", + "\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "25bccd4f", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "id": "25797985", + "metadata": {}, + "source": [ + "---\n", + "## Where to go next\n", + "\n", + "- **Scale up the backtest.** Set `EXPERIMENT_CONFIG = \"backtest_2025\"` (weekly\n", + " origins across all of 2025, full panel) and re-run from Section 2. The LLMP rows\n", + " are slow over ~50 origins — trim `all_predictors` or widen the spec's `stride`.\n", + "- **Study the COVID regime (numerical only).** Set\n", + " `EXPERIMENT_CONFIG = \"stress_2020\"`: a volatile window where a covariate edge is\n", + " most visible. The predictors cell drops the LLMP rows automatically (2020 is\n", + " pre-cutoff, so an LLM would be reciting, not forecasting).\n", + "- **Add a method.** Instantiate any `Predictor` (e.g. another Darts model — mirror\n", + " `aieng/forecasting/methods/numerical/darts_classical.py`) in the predictors\n", + " cell and append it to `all_predictors` with a `PREDICTOR_LABELS` entry. No\n", + " registry or dispatch to edit.\n", + "- **Tune the LLM-Process.** Edit `predictors/llmp_sampled_trajectory.py` (prompt\n", + " framing, history window) or pass a different `model=` / `n_samples=` in the\n", + " predictors cell. How do the results move?\n", + "- **Try an agentic forecaster** with the same cutoff caveats as the LLMP. Do\n", + " agents add lift over LLMPs or the conventional methods?\n", + "- **Spend the eval honestly.** Wire the `EvalTracker` in Section 7 so `max_runs`\n", + " is enforced, and only evaluate models you've committed to." + ] + }, + { + "cell_type": "markdown", + "id": "31cb0049", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv (3.12.3)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/implementations/BAA10Y_forecasting/99_starter_agent.ipynb b/implementations/BAA10Y_forecasting/99_starter_agent.ipynb new file mode 100644 index 00000000..8a41e582 --- /dev/null +++ b/implementations/BAA10Y_forecasting/99_starter_agent.ipynb @@ -0,0 +1,484 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "cell-00", + "metadata": {}, + "source": [ + "# BAA10Y — Your Starter Agent\n", + "\n", + "**If you're not sure what to do next, continue from here.**\n", + "\n", + "This notebook is a fresh, hackable agent for the BAA10Y corporate credit spread use case. It gives you our common building blocks behind simple toggles:\n", + "- **optional news search** — bounded, cutoff-aware Google Search (proxy-only)\n", + "- **optional code execution** — an E2B Python sandbox\n", + "- **two lightweight skills** — *tool-usage playbooks* in `starter_agent/skills/`\n", + "\n", + "It does two things: lets you **talk to the agent** (open-ended, Track 2) and **score one real forecast** (Track 1). The live cells are gated by `RUN_AGENT` so a fresh `Run All` is safe and free; flip it to `True` to actually call the model.\n", + "use commend line:cd /home/coder/agentic-forecasting/implementations/BAA10Y_forecasting \n", + "\n", + "uv run adk web starter_agent/ \n", + "\n", + "In the personal terminal coder login https://platform.vectorinstitute.ai/ " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cell-01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "RUN_AGENT = True | model = gemini-3.1-flash-lite-preview\n" + ] + } + ], + "source": [ + "import warnings\n", + "from pathlib import Path\n", + "\n", + "\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "import pandas as pd\n", + "from dotenv import load_dotenv\n", + "\n", + "\n", + "# Repo root holds the .env with PROXY_* creds the agent needs.\n", + "ROOT = Path.cwd().resolve().parents[1]\n", + "load_dotenv(ROOT / \".env\", override=False)\n", + "\n", + "# ── Model selection ───────────────────────────────────\n", + "# Two project models: \"gemini-3.1-flash-lite-preview\" (lite/default) and\n", + "# \"gemini-3.5-flash\" (advanced). Lite is the default.\n", + "AGENT_MODEL = \"gemini-3.1-flash-lite-preview\"\n", + "# AGENT_MODEL = \"gemini-3.5-flash\" # advanced (higher cost/latency)\n", + "\n", + "# ── Run guard ──────────────────────────────────────\n", + "# Live agent calls cost tokens and need PROXY_* in the repo-root .env, plus warm\n", + "# data caches. Default False so `Run All` is safe; set True to call the model.\n", + "#RUN_AGENT = False\n", + "RUN_AGENT = True\n", + "\n", + "from BAA10Y_forecasting.starter_agent.agent import (\n", + " build_starter_agent_config,\n", + " build_starter_agent_predictor,\n", + ")\n", + "\n", + "\n", + "print(\"RUN_AGENT =\", RUN_AGENT, \"| model =\", AGENT_MODEL)" + ] + }, + { + "cell_type": "markdown", + "id": "cell-02", + "metadata": {}, + "source": [ + "---\n", + "## 1. Meet your agent\n", + "\n", + "`build_starter_agent_config` returns an `AgentConfig` with two toggles. The default turns **news search on** (proxy-only, no extra key) and **code execution off** (it needs `E2B_API_KEY` and is slower). Flip them and re-run — the loaded skills follow the enabled tools.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "cell-03", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Agent: baa10y_starter_agent\n", + "Search enabled: True\n", + "Code-exec enabled: False\n", + "Skills loaded: ['forecasting', 'research-playbook']\n", + "\n", + "── System instruction (edit this in starter_agent/agent.py) ──\n", + "\n", + "## Role\n", + "\n", + "You are a corporate-credit-market analyst specializing in the BAA10Y spread: Moody's Seasoned Baa Corporate Bond Yield Relative to the 10-Year Treasury yield. You understand Federal Reserve policy, Treasury rates, inflation and employment data, economic growth, corporate defaults and downgrades, refinancing conditions, market liquidity, equity volatility, and investor risk sentiment.\n", + "\n", + "keep your reasoning transparent and your claims honest, BAA10Y spread changes are often centered near zero, while volatility and tail risk vary over time. Remain conservative about directional predictability.\n", + "\n", + "## HYOAS information\n", + "\n", + "The covariate snapshot may contain two HYOAS-related series:\n", + "- `hyoas_observed_change_1b_bps_l1b` is the observed FRED HYOAS one-business-day change.\n", + "- `hyoas_hyg_dgs3_proxy_change_1b_bps_l1b` is the HYG-DGS3 duration-based proxy.\n", + "Both series are measured in basis points and lagged by one business day.\n", + "\n", + "Prefer observed HYOAS when it is available. Use the proxy as supporting information or as a fallback when observed HYOAS is unavailable. Do not count them as two independent signals because they represent the same high-yield credit-risk factor. If they disagree mat ...\n" + ] + } + ], + "source": [ + "config = build_starter_agent_config(\n", + " model=AGENT_MODEL,\n", + " enable_search=True, # ← cutoff-aware Google Search (proxy-only)\n", + " enable_code_exec=False, # ← E2B Python sandbox (needs E2B_API_KEY); try True!\n", + ")\n", + "\n", + "print(\"Agent:\", config.name)\n", + "print(\"Search enabled: \", config.context_retrieval.enabled)\n", + "print(\"Code-exec enabled: \", config.code_execution.enabled)\n", + "print(\"Skills loaded: \", [p.name for p in config.skills_dirs])\n", + "print(\"\\n── System instruction (edit this in starter_agent/agent.py) ──\\n\")\n", + "print(config.instruction[:1200], \"...\")" + ] + }, + { + "cell_type": "markdown", + "id": "cell-04", + "metadata": {}, + "source": [ + "---\n", + "## 2. Talk to it *(Track 2 — open-ended analysis)*\n", + "\n", + "Ask the agent anything. This is the interactive mode: no scoring, no schema — just reasoning (and a web search, since search is on). Edit the question and explore.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "cell-05", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The BAA10Y spread (Moody's Baa Corporate yield vs. 10-Year Treasury) is currently influenced by a tension between resilient corporate fundamentals and macro-uncertainty.\n", + "\n", + "### Macroeconomic and Credit-Market Risks\n", + "\n", + "* **Widening Risks (Stress/Risk-Off):**\n", + " * **Monetary Policy:** Hawkish signals or actual rate hikes by the Fed, particularly if inflation proves sticky, raise the \"cost of carry\" and refinance risk for lower-rated corporates.\n", + " * **Economic Slowdown/Stagflation:** Any data indicating a sharper-than-expected cooling in employment or business investment could trigger a flight to quality, driving Treasury yields down while pushing corporate spreads wider due to default risk concerns.\n", + " * **Refinancing/Liquidity:** Should the \"maturity wall\" become a focal point or if private credit volatility spills into public markets (e.g., liquidity gating), risk premiums would naturally widen.\n", + "* **Tightening Risks (Optimism/Risk-On):**\n", + " * **\"Soft Landing\" Confirmation:** Continued evidence of robust earnings and manageable inflation expectations keeps credit spreads compressed as investors \"reach for yield\" in a stable growth environment.\n", + " * **Geopolitical Stabilization:** De-escalation of regional conflicts would lower the risk-premium component embedded in credit spreads.\n", + "\n", + "### Impact on Forecast Characteristics\n", + "\n", + "| Horizon | Impact on Location (Mean) | Impact on Uncertainty (Width) | Impact on Tail Risk (Skew/Kurtosis) |\n", + "| :--- | :--- | :--- | :--- |\n", + "| **5-Day** | Highly sensitive to immediate market shocks/news flow. | Relatively constrained; follows short-term volatility regimes. | Higher probability of \"jump\" risk if unexpected economic data releases occur. |\n", + "| **21-Day** | More aligned with macroeconomic trends (Fed policy, inflation data). | Significantly wider; captures potential for structural changes or policy shifts. | Higher probability of fat tails (e.g., credit event) as more data points introduce regime-shift potential. |\n", + "\n", + "**Strategic Considerations:**\n", + "* **Location:** Given the current state, forecasts should lean toward stability unless high-frequency signals (e.g., widening high-yield spreads or equity volatility spikes) suggest a regime shift.\n", + "* **Uncertainty:** In a \"higher-for-longer\" rate environment, maintain wider confidence intervals than historical averages, as market sensitivity to inflation prints remains elevated.\n", + "* **Tail Risk:** Always account for asymmetric left-tail risk (sudden widening), as credit markets are prone to rapid repricing compared to the more gradual pace of tightening. \n", + "\n", + "*Disclaimer: Directional predictability in the BAA10Y spread is low. This analysis is intended for calibration of your expectations and risk models.*\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Root node baa10y_starter_agent was cancelled.\n" + ] + } + ], + "source": [ + "from aieng.forecasting.methods.agentic import build_adk_agent\n", + "from aieng.forecasting.methods.agentic.adk_runner import AdkTextRunner, AdkTextRunnerConfig\n", + "\n", + "\n", + "QUESTION = (\n", + " \"What are the main macroeconomic and credit-market risks that could \"\n", + " \"widen or tighten the BAA10Y spread over the next month? Explain how \"\n", + " \"those risks should affect the location, uncertainty, and tail risk \"\n", + " \"of a 5-business-day or 21-bussiness-day BAA10Y spread-change forecast. Be concise.\"\n", + ")\n", + "\n", + "if RUN_AGENT:\n", + " chat_agent = build_adk_agent(config) # schema-free: plain text in, text out\n", + " runner = AdkTextRunner(chat_agent, config=AdkTextRunnerConfig(app_name=\"baa10y_starter_chat\"))\n", + " reply = await runner.run_text_async(QUESTION) # noqa: F704, PLE1142\n", + " print(reply)\n", + "else:\n", + " print(\"RUN_AGENT is False — set it to True in the setup cell to talk to the agent.\")" + ] + }, + { + "cell_type": "markdown", + "id": "cell-06", + "metadata": {}, + "source": [ + "---\n", + "## 3. Score one prediction against a known outcome *(Track 1)*\n", + "\n", + "Now run the agent as a `Predictor`. We pick the **most recent origin whose horizon has already resolved**, forecast the 5-business-day BAA10Y spread-change forecast, and check whether the actual return landed inside the agent's 80% band. \n", + "Both the forecast and realised target are already measured in **basis points** so must not multiply them by 100 again.\n", + "(One origin can't tell you if the agent is *calibrated*; that's what the backtest in `01_BAA10Y_multivariate_backtest.ipynb` is for.) Live, so gated by `RUN_AGENT`.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "cell-07", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Origin as_of=2026-07-23 horizon=5b (1 week) (latest data 2026-07-31)\n", + "\n", + " agent point : +1.50 (+0.0150%)\n", + " agent 80% CI : [-4.00, +9.00]\n", + " actual : +6.00 (+0.0600%) in 80% band? yes ✓\n", + "\n", + "Rationale: The BAA10Y spread has undergone a regime shift from persistent tightening in late spring to a period of higher volatility and recent widening pressure in July. Market signals are mixed; while HYOAS shows minor tightening, the frequency of 4-5 bps daily moves has increased, reflecting investor indeci\n" + ] + } + ], + "source": [ + "from datetime import datetime, timezone\n", + "\n", + "\n", + "if RUN_AGENT:\n", + " from aieng.forecasting.evaluation.task import ForecastingTask\n", + " from BAA10Y_forecasting import build_baa10y_multivariate_service\n", + " from BAA10Y_forecasting.data import baa10y_change_series_id\n", + " from BAA10Y_forecasting.data import (\n", + " DEFAULT_COVARIATE_SERIES_IDS,\n", + " HYOAS_OPTIONAL_COVARIATE_SERIES_IDS,\n", + " )\n", + "\n", + " # Valid BAA10Y horizons are 1, 5, and 21 business days.\n", + "\n", + " HORIZON = 5\n", + " COVARIATES = [\n", + " *DEFAULT_COVARIATE_SERIES_IDS,\n", + " *HYOAS_OPTIONAL_COVARIATE_SERIES_IDS,\n", + " ]\n", + " svc = build_baa10y_multivariate_service(covariate_series_ids=COVARIATES)\n", + " now = datetime.now(tz=timezone.utc).replace(tzinfo=None)\n", + " tgt = baa10y_change_series_id(HORIZON)\n", + " full = svc.get_series(tgt, as_of=now)\n", + " full[\"timestamp\"] = pd.to_datetime(full[\"timestamp\"])\n", + " last_date = full[\"timestamp\"].iloc[-1]\n", + "\n", + " # Most recent origin whose horizon return has already resolved.\n", + " AS_OF = last_date - pd.offsets.BDay(HORIZON + 1)\n", + "\n", + " task = ForecastingTask(\n", + " task_id=f\"BAA10Y_spreadchange_{HORIZON}b\",\n", + " target_series_id=tgt,\n", + " horizons=[HORIZON],\n", + " frequency=\"B\",\n", + " description=f\"BAA10Y cumulative spread change in basis points,, {HORIZON} business days ahead (starter).\",\n", + " )\n", + " ctx = svc.context(as_of=AS_OF)\n", + " pred = build_starter_agent_predictor(config, covariate_series_ids=COVARIATES).predict(task, ctx)[0]\n", + "\n", + " rows = full[full[\"timestamp\"] >= AS_OF + pd.offsets.BDay(HORIZON)]\n", + " actual = float(rows[\"value\"].iloc[0]) if not rows.empty else None\n", + " fc = pred.payload\n", + " lo, hi = fc.quantiles[0.10], fc.quantiles[0.90]\n", + " hyoas_result = {\n", + " \"point_forecast\": fc.point_forecast,\n", + " \"q10\": fc.quantiles[0.10],\n", + " \"q90\": fc.quantiles[0.90],\n", + " }\n", + " print(f\"Origin as_of={AS_OF.date()} horizon={HORIZON}b (1 week) (latest data {last_date.date()})\\n\")\n", + " print(f\" agent point : {fc.point_forecast:+.2f} ({fc.point_forecast / 100:+.4f}%)\")\n", + " print(f\" agent 80% CI : [{lo:+.2f}, {hi:+.2f}]\")\n", + " if actual is None:\n", + " print(\" actual : N/A (not yet resolved)\")\n", + " else:\n", + " inb = \"yes ✓\" if lo <= actual <= hi else \"no ✗\"\n", + " print(f\" actual : {actual:+.2f} ({actual / 100:+.4f}%) in 80% band? {inb}\")\n", + " if pred.metadata.get(\"rationale\"):\n", + " print(\"\\nRationale:\", pred.metadata[\"rationale\"][:300])\n", + "else:\n", + " print(\"RUN_AGENT is False — set it to True to score a live forecast against a known outcome.\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "41fb3135", + "metadata": {}, + "source": [ + "## 4 without HYOAS" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "2c6def50", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Origin as_of=2026-07-23 horizon=5b (1 week) (latest data 2026-07-31)\n", + "\n", + " agent point : +1.50 (+0.0150%)\n", + " agent 80% CI : [-4.00, +9.00]\n", + " actual : +6.00 (+0.0600%) in 80% band? yes ✓\n", + "\n", + "Rationale: The BAA10Y spread has undergone a regime shift from persistent tightening in late spring to a period of higher volatility and recent widening pressure in July. Market signals are mixed; while HYOAS shows minor tightening, the frequency of 4-5 bps daily moves has increased, reflecting investor indeci\n" + ] + } + ], + "source": [ + "\n", + "if RUN_AGENT:\n", + "\n", + " # Valid BAA10Y horizons are 1, 5, and 21 business days.\n", + " BASELINE_COVARIATES = list(DEFAULT_COVARIATE_SERIES_IDS)\n", + "\n", + " baseline_svc = build_baa10y_multivariate_service(\n", + " covariate_series_ids=BASELINE_COVARIATES\n", + " )\n", + "\n", + " baseline_ctx = baseline_svc.context(as_of=AS_OF)\n", + "\n", + " baseline_pred = build_starter_agent_predictor(\n", + " config,\n", + " covariate_series_ids=BASELINE_COVARIATES,\n", + " ).predict(task, baseline_ctx)[0]\n", + "\n", + " baseline_fc = baseline_pred.payload\n", + "\n", + " baseline_result = {\n", + " \"point_forecast\": baseline_fc.point_forecast,\n", + " \"q10\": baseline_fc.quantiles[0.10],\n", + " \"q90\": baseline_fc.quantiles[0.90],\n", + " }\n", + "\n", + " print(f\"Origin as_of={AS_OF.date()} horizon={HORIZON}b (1 week) (latest data {last_date.date()})\\n\")\n", + " print(f\" agent point : {fc.point_forecast:+.2f} ({fc.point_forecast / 100:+.4f}%)\")\n", + " print(f\" agent 80% CI : [{lo:+.2f}, {hi:+.2f}]\")\n", + " if actual is None:\n", + " print(\" actual : N/A (not yet resolved)\")\n", + " else:\n", + " inb = \"yes ✓\" if lo <= actual <= hi else \"no ✗\"\n", + " print(f\" actual : {actual:+.2f} ({actual / 100:+.4f}%) in 80% band? {inb}\")\n", + " if pred.metadata.get(\"rationale\"):\n", + " print(\"\\nRationale:\", pred.metadata[\"rationale\"][:300])\n", + "else:\n", + " print(\"RUN_AGENT is False — set it to True to score a live forecast against a known outcome.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "27bad88f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "labels = [\"Without HYOAS\", \"With HYOAS\", \"Actual\"]\n", + "\n", + "values = [\n", + " baseline_result[\"point_forecast\"],\n", + " hyoas_result[\"point_forecast\"],\n", + " actual,\n", + "]\n", + "\n", + "colors = [\"tab:blue\", \"tab:orange\", \"black\"]\n", + "\n", + "\n", + "fig, ax = plt.subplots(figsize=(9, 5))\n", + "\n", + "bars = ax.bar(\n", + " labels,\n", + " values,\n", + " color=colors,\n", + " alpha=0.85,\n", + ")\n", + "\n", + "ax.axhline(0, color=\"gray\", linewidth=1)\n", + "\n", + "ax.set_title(\n", + " f\"BAA10Y {HORIZON}-Business-Day Forecast \"\n", + " f\"at {AS_OF.date()}\"\n", + ")\n", + "ax.set_ylabel(\"BAA10Y spread change (basis points)\")\n", + "ax.grid(axis=\"y\", linestyle=\"--\", alpha=0.25)\n", + "\n", + "\n", + "for bar, value in zip(bars, values):\n", + " ax.annotate(\n", + " f\"{value:+.3f}\",\n", + " xy=(bar.get_x() + bar.get_width() / 2, value),\n", + " xytext=(0, 3 if value >= 0 else -12),\n", + " textcoords=\"offset points\",\n", + " ha=\"center\",\n", + " va=\"bottom\" if value >= 0 else \"top\",\n", + " )\n", + "\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "cell-08", + "metadata": {}, + "source": [ + "---\n", + "## 4. Make it yours\n", + "\n", + "This agent is a starting point. Here are concrete next steps, easiest first — each is a small edit, then re-run the cells above.\n", + "\n", + "1. **Flip code execution on.** Set `enable_code_exec=True` in §1 (needs `E2B_API_KEY`). The agent loads the `code-analysis-playbook` skill and can compute its own diagnostics before forecasting. Compare the rationale.\n", + "2. **Edit the agent's personality.** Open `starter_agent/agent.py` and change `_build_starter_instruction()` — make it more cautious, more contrarian, focused on one driver. Re-run §1 to see the new instruction.\n", + "3. **Sharpen the skills.** The two files in `starter_agent/skills/` are short on purpose. Add your best queries to `research-playbook`, or a new diagnostic to `code-analysis-playbook`. The agent picks them up automatically.\n", + "4. **Change the question and the origin.** Try a different `QUESTION` in §2 and a different origin in §3.\n", + "5. **Widen the covariate panel.** Pass `DEFAULT_COVARIATE_SERIES_IDS` (11 series) to both the service and `build_starter_agent_predictor(...)` and see if the extra context helps.\n", + "6. **Forecast other horizons.** Swap `HORIZON` to 1 (next session) or 21 (1 month) — each maps to its own `baa10y_change_{h}b` target.\n", + "\n", + "Bigger ideas — the full conventional-vs-LLM-Process comparison and direction metrics in `01_BAA10Y_multivariate_backtest.ipynb` — are in the use-case `README.md` and `planning-docs/roadmap.md`.\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv (3.12.3)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/implementations/BAA10Y_forecasting/RAGtools/chunking_design.md b/implementations/BAA10Y_forecasting/RAGtools/chunking_design.md new file mode 100644 index 00000000..822ac077 --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/chunking_design.md @@ -0,0 +1,34 @@ +# Chunking design notes (from reviewing the `chunking.py` prototype) + +**Status:** `chunking.py` was a prototype, not code to build on — kept here only as the design +takeaway before the file itself is deleted. + +## The idea worth keeping + +Classify every extracted block *first* (`table` / `footnote` / `header` / `page_number` / +`narrative`), then only run token-count chunking *within* the narrative category. This directly +solves the "don't break a chunk across a table/figure boundary" concern: a table or footnote can +never get merged into an adjacent narrative chunk, because chunking only ever operates on blocks +already classified as narrative. This is the right shape and should carry over into the real +package's chunking module. + +## What needs to change from the prototype + +1. **Table detection should use pdfplumber's native `extract_tables()`/table-finder, not a + hand-rolled `is_table_candidate`.** The prototype stubs this out entirely + (`extract_blocks_with_layout`, `is_table_candidate`, `estimate_body_font_size`, etc. are all + marked "your own function"). H.4.1's tables are fairly regular numeric grids — pdfplumber's + built-in detector should handle them well, but needs testing against real filings across eras, + since we've confirmed the table layout itself changes shape multiple times over 2000–2025 (see + `FacilityStress.md`'s era findings). +2. **Reuse the existing oversized-block fallback from `00_RagPrototype.ipynb` + (`_split_sentence_safe`), don't reimplement it.** The prototype's `chunk_narrative_blocks` only + enforces a `max_tokens` ceiling and has no fallback for a single block that alone exceeds it. + `00_RagPrototype.ipynb`'s `semantic_chunk_document` already solved this (sentence-safe splitting + as a fallback, flagged as a naive regex approach worth manual review on abbreviation-heavy Fed + prose) — that logic should be reused as-is, not redesigned. +3. Table/footnote/header/page-number chunks were appended to the output in fixed type-order per + page (all tables, then all footnotes, then headers, then page numbers, then narrative) rather + than original document reading-order. Doesn't matter for retrieval (every chunk carries its own + page metadata), but worth being a deliberate choice in the real implementation, not an accident + of iteration order. diff --git a/implementations/BAA10Y_forecasting/RAGtools/config_design.md b/implementations/BAA10Y_forecasting/RAGtools/config_design.md new file mode 100644 index 00000000..572cf765 --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/config_design.md @@ -0,0 +1,44 @@ +# Why the RAG configuration is split into three files, not one + +**Status:** Decision made — rationale for later reference. + +## The three kinds of "configuration" in this system + +1. **Tunable parameters** — `top_k` (vector search and BM25 separately), the combination weights + (`w1`/`w2`/`w3` for the narrative-score pipeline), the confidence/retry threshold, `max_attempts` + for the agentic retry loop. A human sets these by judgment and may reasonably change them. +2. **Computed calibration statistics** — the min/max normalization bounds per component + (`keyword_freq`, `bm25_score`, `embedding_sim`), frozen from a one-time pass across the corpus + (see `CreditStressNarrativeScore.md`). Nobody hand-picks these; they're *derived* from the data + and need periodic regeneration as `h41_pdfs/` grows every week. +3. **Domain rules learned from reading real filings** — e.g. `FacilityStress`'s exclusion set (the + stable routine/structural line items to exclude) documented in `FacilityStress.md`. This isn't + tuned or computed either — it's a fact about how the H.4.1 table is structured, arrived at by + actually reading PDFs across eras, with its own justification trail. + +## Why not put all three in one file + +- **Blast radius of a mistake.** A human editing `top_k` for an experiment shouldn't be able to + accidentally overwrite a frozen calibration statistic in the same edit, and a calibration + regeneration script shouldn't need write access to hand-tuned settings at all. Separate files + give each writer (person vs. script) its own narrow scope. +- **Git history stays legible.** A diff to the tunable-params file means "someone changed a + setting." A diff to the calibration file means "the corpus grew and stats were refreshed." A diff + to a domain-rule file means "we learned something new about the H.4.1 table structure and updated + the rule." Collapsing these into one file makes every diff ambiguous about which of the three + actually happened — directly working against the audit/reproducibility goal driving this whole + design. +- **Different regeneration cadences.** Tunable params change when a person decides to change them + (rare, deliberate). Calibration stats should be regenerated on a defined cadence tied to corpus + growth (e.g., whenever a new H.4.1 filing is ingested, or on a periodic schedule). Domain rules + change only when new PDF evidence contradicts the current rule (as happened when reading the + 2010/2020/2023 filings revealed `FacilityStress` needed an exclusion-based rule instead of an + inclusion list). Three different triggers argue for three different files. + +## Resulting split + +| File (indicative name) | Contents | Who/what writes it | +|---|---|---| +| `rag_config.yaml` | `top_k` (vector, BM25), combination weights, confidence threshold, `max_attempts` | Human, by hand | +| Calibration snapshot (e.g. `calibration_stats.json`) | Frozen min/max per normalized component, with the corpus snapshot version/date it was computed from | Regeneration script, not hand-edited | +| Per-feature docs (`feature_docs/*.md`) + any derived rule files | Domain rules like `FacilityStress`'s exclusion set, with the PDF-reading evidence behind them | Human, informed by reading real filings | diff --git a/implementations/BAA10Y_forecasting/RAGtools/feature_docs/CreditStressNarrativeScore.md b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/CreditStressNarrativeScore.md new file mode 100644 index 00000000..49fe7949 --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/CreditStressNarrativeScore.md @@ -0,0 +1,91 @@ +# CreditStressNarrativeScore + +**Status:** Final — pipeline and combination method settled. +**Feature type:** unstructured_text. +**Source:** H.4.1 narrative/footnote text (RAG-retrieved chunks, not tables). + +## Why this is expected to help forecast BAA10Y + +*Hypothesis, to be validated once this covariate is actually backtested — not a claim of proven +predictive power.* + +This captures the Fed's own real-time qualitative characterization of credit-market conditions — +footnote and narrative language explaining why a facility exists or what conditions it addresses. +Two properties make it a plausible complement to the purely numeric features: (1) it is +**continuous, not facility-gated** — it can register elevated (if modest) stress language during +periods when conditions are deteriorating but haven't yet escalated to warrant a new emergency +facility, giving coverage `FacilityStress` structurally cannot; (2) it may carry information the +raw balance-sheet numbers don't, since it reflects Fed staff's own contemporaneous framing rather +than just a count of dollars drawn. Honest caveat: during weeks when a facility *is* active, this +score will likely correlate significantly with `FacilityStress` (they're often describing the same +events) — its main expected incremental value is in the non-crisis periods where the numeric +facility features are structurally silent. + +## Pipeline + +Per chunk of narrative/footnote text: + +1. `keyword_freq` = (# credit-stress keyword hits in chunk) / (total tokens in chunk), using the + lexicon from the original reference doc ("credit tightening", "credit availability", "funding + pressures", "credit deterioration", "credit strains", "credit markets", "credit support", + "credit disruptions", "credit facilities", "credit risk", "credit stress", "credit + contraction"). +2. `bm25_score` = BM25 relevance of the chunk against a fixed query ("credit stress, tightening + credit conditions, funding pressures"). +3. `embedding_sim` = cosine similarity of the chunk's E5 embedding against the query embedding + ("credit stress in financial markets"). + +## Normalization (why, and how) + +`keyword_freq` (~0.01), `bm25_score` (~7, unbounded), and `embedding_sim` (cosine similarity, +mathematically bounded [-1,1], though same-domain financial text against E5 tends to land solidly +positive in practice, ~0.8) live on incompatible raw scales — summing them raw lets `bm25_score` +dominate regardless of weighting. Fix: **min-max normalize each component to [0,1]**, using min/max +observed across the **full historical corpus, computed once and frozen at build time** — not +recomputed adaptively as new documents are processed, which would make a score computed today mean +something different than the same score computed a year from now (a reproducibility/leak-safety +issue, not just an accuracy one). This requires a one-time calibration pass across the full +`h41_pdfs/` corpus (or a representative sample) before any covariate value is finalized. + +`norm_sim = (embedding_sim - min_sim_observed) / (max_sim_observed - min_sim_observed)`, and +analogously for `norm_freq`/`norm_bm25`, using the frozen calibration min/max. + +**These normalized values can fall outside [0,1] once the corpus keeps growing past the +calibration snapshot** — `h41_pdfs/` gets a new filing every week, and a future document's raw +score can legitimately be more extreme than anything seen when the calibration bounds were frozen, +pushing the normalized value below 0 or above 1. This isn't a defect so much as an unhandled case: +**explicitly clip each normalized component to `[0, 1]`** (`max(0, min(1, x))`) after normalization, +so the combined score's bounded, magnitude-only property holds regardless of calibration drift. +This trades away the "more extreme than all of history" signal at the boundary — recoverable later +via periodic recalibration if that turns out to matter, not needed now. + +## Combination — magnitude-only default, signed mode behind a flag + +``` +CreditStressNarrativeScore_chunk = w1*norm_freq + w2*norm_bm25 + w3*norm_sim (all in [0,1]) +``` + +All three raw components are already "higher = more like the query" quantities, so this +normalized weighted sum is magnitude-only by construction — no separate design needed for that. +Equal weights (`w1=w2=w3=1/3`) as the starting default. + +A `SIGNED_MODE` flag (default `False`) is reserved but not built: when `True`, run a second pass +against an opposite-polarity ("credit relief/support") lexicon and return +`stress_magnitude - relief_magnitude` instead. Not implemented this round — no stated need for it +yet, but the seam is documented so it isn't a rework later. + +## Aggregation to one weekly value: median + max, not mean + +Both kept, mean dropped. Rationale: the expensive part (running BM25 + embedding queries against +every chunk in a release) happens once regardless of how many ways the results get summarized — +computing median and max from that same per-chunk array afterward is free. They answer genuinely +different questions: median is robust central tendency ("how concerning is this report overall"), +max catches a single alarming passage in an otherwise calm report. Mean was dropped because it's +the aggregation most likely to dilute a real signal across a long, mostly-boilerplate report. +LightGBM tolerates the resulting correlation between the two output columns without issue. + +## Coverage + +Never literally absent — every filing has some narrative/footnote text, even short early ones. +Will score near-baseline during calm periods, which is correct behavior (continuous signal), not a +coverage gap. diff --git a/implementations/BAA10Y_forecasting/RAGtools/feature_docs/FRBNYLoanCPFF.md b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/FRBNYLoanCPFF.md new file mode 100644 index 00000000..1dca605f --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/FRBNYLoanCPFF.md @@ -0,0 +1,81 @@ +# FRBNYLoanCPFF + +**Status:** Final recommendation — narrow/literal definition, not generalized. +**Feature type:** unstructured_numeric. +**Source:** H.4.1 supplementary detail table ("Information on Principal Accounts of Commercial +Paper Funding Facility LLC") — narrative/footnote territory, not the main factors table, hence +RAG extraction rather than table_parser. + +## Definition + +``` +FRBNYLoanCPFF_t = "Outstanding principal amount of loan extended by the Federal Reserve Bank of + New York" to the CPFF LLC specifically, as reported in that facility's own + detail table. +``` + +Confirmed present, e.g. Nov 6, 2008 filing: `243,124` (distinct from CPFF LLC's own net portfolio +holdings, `243,305` — the loan principal and the LLC's owned-asset value are close but not +identical, consistent with "usage vs. funding" being genuinely two different numbers). + +## Why this is expected to help forecast BAA10Y + +*Hypothesis, to be validated once this covariate is actually backtested — not a claim of proven +predictive power.* + +CPFF specifically targeted the commercial paper market — short-term (up to 3-month) corporate +funding. Commercial paper market functioning is closely linked to short-term corporate credit +conditions, and historically CP-market seizures (issuers unable to roll over paper) have preceded +or coincided with the sharpest episodes of broader corporate bond spread widening: a company that +can't fund itself at the short end faces acute near-term distress that eventually reprices its +longer-tenor bonds too. A rising `FRBNYLoanCPFF` balance is fairly unambiguous evidence that +private CP buyers have pulled back badly enough that issuers need the Fed backstop. Honest +limitation, consistent with the coverage note below: this is the narrowest-window feature of the +seven, so its practical contribution is necessarily confined to the 2008–2010 and 2020–2021 +windows where CPFF specifically existed — the economic rationale is sound, but the sample coverage +is the most limited of the group. + +## The scope question, explained + +The concern was whether to keep this feature narrowly tied to the CPFF LLC specifically, or +generalize it to "whichever special-purpose-vehicle facility is currently active" — since CPFF is +only one of several SPV-style facilities the Fed has stood up across different crises (Maiden Lane +in 2008; Maiden Lane II/III and AIG-related SPVs also in 2008-10; Main Street Lending Program, +Municipal Liquidity Facility, and TALF II in 2020-23 — all confirmed present in the filings checked +for `FacilityStress.md`). Not every crisis tool uses this SPV structure — direct-lending programs +like BTFP, the 2020 Primary Dealer Credit Facility, or the ordinary discount window report a +simple loan balance directly in Table 1, with no separate "FRBNY loan to the LLC" detail table. +Only the SPV-style facilities (Fed lends to a purpose-built LLC, which then buys assets) generate +this specific "loan principal + accrued interest" supplementary disclosure pattern. + +So the real choice was: keep `FRBNYLoanCPFF` as literally the CPFF number, or build a generalized +`FRBNYLoanSPV` that picks up whichever SPV-LLC's loan-and-accrued-interest detail table is active +that era (CPFF in 2008 and 2020; Maiden Lane/II/III in 2008-10; Main Street/Municipal Liquidity/ +TALF II in 2020-23). + +## Decision: keep it narrow (CPFF-specific) + +Two reasons, both grounded in what was found building `FacilityStress.md`'s alias table: + +1. **Generalizing would recreate the redundancy problem just found and fixed in `QTIntensity`.** + A generalized "sum of all active SPVs' loan principal" would track very closely with the + CPFF/Maiden Lane/MS-Facilities/Municipal-Liquidity-Facility/TALF-II "net portfolio holdings" + rows *already included* inside the corrected `FacilityStress` formula — the loan funds the SPV's + asset purchases, so the two figures move together. Building a second, broader SPV-loan feature + risks being the same kind of near-duplicate signal QT2 turned out to be relative to QT1+QT3. +2. **Multiple SPVs are routinely active simultaneously**, not one at a time (2010 alone had five: + CPFF, Maiden Lane, Maiden Lane II, Maiden Lane III, plus AIG-related preferred interests; 2023 + had three: Main Street, Municipal Liquidity Facility, TALF II). A "generalized" version isn't a + simple rename — it's a second full era-alias-table build, parallel to `FacilityStress`'s, for a + feature whose narrow, single-facility specificity is arguably a virtue: a human reading a spike + in this series can point to exactly one thing ("the CPFF loan balance"), rather than an + ambiguous, era-shifting blend. + +## Coverage + +Crisis-window-only by nature: nonzero only when the CPFF LLC specifically exists — 2008-2010 and +again 2020-2021 (CPFF II, confirmed launched via the April 16, 2020 filing's own announcement +text). Absent (not zero) outside those windows — no CPFF detail table exists in the report at all +when the facility isn't active. This narrowness is expected and correct, not a defect — see the +earlier discussion in this project's history of BAA10Y's own crisis-window behavior lining up with +exactly these periods. diff --git a/implementations/BAA10Y_forecasting/RAGtools/feature_docs/FacilityStress.md b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/FacilityStress.md new file mode 100644 index 00000000..8349ca0f --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/FacilityStress.md @@ -0,0 +1,152 @@ +# FacilityStress + +**Status:** Final — era-alias table built from direct PDF inspection across 7 filings spanning +2000–2025. +**Feature type:** structured_numeric. +**Source:** H.4.1 Table 1, leaf rows under "Other loans"/"Loans", plus sibling SPV-LLC +"net portfolio holdings" rows. + +## Definition + +``` +FacilityStress_t = sum of all "emergency/temporary facility" leaf rows active this release, + EXCLUDING the routine Primary credit / Secondary credit / Seasonal credit rows, + EXCLUDING the "Other loans"/"Loans" parent row itself (it is a subtotal of its + own children — see "double-counting" below). +``` + +Implementation recommendation, **revised after reading 2010/2015/2020/2023 filings**: don't build +an alias table of facility *names* at all — define `FacilityStress` **by exclusion**, not +inclusion. Building an inclusion list is a losing game: every crisis invents new facility names +(see the era findings below — at least 9 distinct SPV entities appear across the corpus, plus +several differently-named direct-lending facilities under "Loans"), so an inclusion list needs +updating every time a new crisis happens, including ones not yet in this corpus. The set of +*routine/structural* line items, by contrast, is stable across the entire 2000–2025 span: + +**Excluded (always, every era) — the stable "machinery" of the balance sheet:** +Securities held outright (and its children), unamortized premiums/discounts on securities held +outright, repurchase agreements, `Primary credit` / `Secondary credit` / `Seasonal credit` +(routine discount window, present at low levels in every era), float, other Federal Reserve +assets, foreign currency denominated assets, gold stock, SDR certificate account, Treasury +currency outstanding. + +**Included: everything else** — every other child row under `Loans`/`Other loans` (whatever it's +named that era) plus every sibling "Net portfolio holdings of `___` LLC" / "Credit extended to +`___`" / "Preferred interests in `___`" row that appears in the table that week. This +automatically captures whichever ad hoc facility exists in a given era without needing to +recognize its name, and is automatically forward-compatible with facilities that don't exist yet. + +One deliberate carve-out to decide on: **central bank liquidity swaps**. These are standing Fed +machinery for providing dollars to foreign central banks, not a domestic-crisis-specific facility +— but the balance does spike hard during global stress (2020 shows $393 billion). I'd keep it as +its own separate diagnostic series rather than folding it into `FacilityStress` or excluding it +outright, since it's measuring a related-but-distinct thing (foreign-official dollar funding +stress, not domestic credit-facility usage) — flag if you'd rather fold it in. + +**Era findings, from filings actually read (not inferred):** + +| Filing | What's inside `Loans`/`Other loans` (leaf children) | Sibling SPV/LLC lines | +|---|---|---| +| 2000-04-27 | Adjustment credit, Seasonal credit, Extended credit (routine only — no crisis facilities exist yet) | none | +| 2008-11-06 | Primary/Secondary/Seasonal credit, **PDCF**, **ABCP-MMF facility**, Other credit extensions | CPFF LLC, Maiden Lane LLC | +| 2010-01-14 | Primary/Secondary/Seasonal credit, PDCF (0), ABCP (0), **Credit extended to AIG, Inc., net**, **TALF** (direct facility), Other credit extensions | CPFF LLC, Maiden Lane LLC, **Maiden Lane II LLC**, **Maiden Lane III LLC**, **TALF LLC**, **Preferred interests in AIA Aurora LLC and ALICO Holdings LLC** (AIG-related, distinct from Maiden Lane II/III) | +| 2015-06-11 | Primary/Secondary/Seasonal credit, TALF (0), Other credit extensions (0) — PDCF/ABCP/CPFF **fully removed from the table**, not just zeroed | Maiden Lane LLC, Maiden Lane II LLC (0), Maiden Lane III LLC (0), TALF LLC (0) — all present as legacy zero-rows years after economically inactive | +| 2020-04-16 | Primary/Secondary/Seasonal credit, **Primary Dealer Credit Facility** (PDCF revived, full name this time), **Money Market Mutual Fund Liquidity Facility (MMLF)**, Other credit extensions (0) | **Commercial Paper Funding Facility II LLC** — note the name changed from 2008's plain "Commercial Paper Funding Facility LLC" to "...II LLC"; a hardcoded exact-string match would miss this | +| 2023-03-16 | Primary/Secondary/Seasonal credit, **Paycheck Protection Program Liquidity Facility (PPPLF)** (2020-era, still nonzero 3 years later), **Bank Term Funding Program (BTFP)** (launched 3 days earlier), **Other credit extensions = $57.6B** — the filing's own release note explains this specific figure is FDIC-bridge-bank loans for the SVB/Signature Bank resolutions | MS Facilities LLC (Main Street), Municipal Liquidity Facility LLC, TALF II LLC — all 2020-era legacy residuals coexisting with the brand-new BTFP response | +| 2025-09-04 | Primary/Secondary/Seasonal credit, PPPLF (residual), Bank Term Funding Program (0, wound down), Other credit extensions (0) | MS Facilities 2020 LLC (residual) | + +Two concrete, load-bearing findings from this table: +1. **"Other credit extensions" is not a routine catch-all bucket** — in March 2023 it carried $57.6B of real, FDIC-guaranteed bridge-bank lending. It must be *included* in the sum, not excluded as "generic other." +2. **SPV entity names are not stable even for the same underlying program** — CPFF became "CPFF II LLC" in 2020. Matching must be substring/fuzzy ("Commercial Paper Funding Facility" as the stable fragment), never an exact full-string match. + +This also settles the open question from earlier about generalizing `FRBNYLoanCPFF` to "whichever SPV is active": the SPV universe turns out to be at least 9 distinct entities across history (CPFF/CPFF II, Maiden Lane I/II/III, TALF/TALF II, AIA Aurora, ALICO Holdings, Main Street, Municipal Liquidity Facility) — generalizing would mean chasing all of them, a materially bigger scope than first estimated. Reinforces keeping `FRBNYLoanCPFF` narrow (see `FRBNYLoanCPFF.md`). + +## Corpus coverage limitation (implementation finding) + +28 filings, clustered in one contiguous ~7-month window (Feb–Aug 2001), use a font +with a broken character-to-glyph mapping (`(cid:N)` codes instead of real digit +characters in the extracted text layer) — pdfplumber cannot recover the numbers +from these specific source PDFs; this is a defect in the source files themselves, +not a parsing bug. All three structured series (`ReserveBalancesLevel`, +`SecuritiesHeldOutrightLevel`/`QTIntensity`, `FacilityStress`) consistently treat +these 28 dates as missing (`NaN`, dropped from the parquet output) rather than a +false `0` — extraction returning "no lines parsed at all" is an unambiguous +failure signal, since a real filing always has dozens of matched lines. Not +pursued further: this window is calm/pre-crisis and economically unremarkable, +so the forecasting value of recovering it (e.g. by reverse-engineering the font's +CID map) is low relative to the effort; revisit only if it turns out to matter. + +**Full-corpus validation, 1,376 filings (2000-04 to 2026-08), 0 hard failures:** +`FacilityStress` is exactly 0 through 2000–2006, a small footprint in 2007 (TAF's +December launch), large through 2008–2012 (peaking in 2009), a small persistent +legacy residual 2013–2018 (matches the lingering Maiden Lane/TALF LLC rows found +in the 2015 filing), exactly 0 in 2019 (fully wound down), then reactivates for +2020–2022 (COVID) and 2023 (BTFP/regional-bank crisis) before tapering again — +matching documented Fed history at yearly resolution, not just the 7 filings +individually hand-verified during design. + +## Why this is expected to help forecast BAA10Y + +*Hypothesis, to be validated once this covariate is actually backtested — not a claim of proven +predictive power.* + +`FacilityStress` is, almost by definition, a contemporaneous flag for acute financial-sector +stress — non-zero only during episodes (2008 GFC, 2020 COVID, 2023 regional-bank stress) when +private funding markets have broken down badly enough that institutions turn to Fed emergency +backstops. Its expected value here is less as a smooth, continuously-informative predictor and more +as a **regime indicator**: BAA10Y's own behavior (volatility, tail risk, autocorrelation) is +materially different inside vs. outside these episodes — exactly why `baa10y_stress_2020.yaml` +exists as a dedicated spec rather than folding 2020 into the regular backtest window. A model that +can condition on "are we in a facility-stress regime" should be able to adjust its predictive +distribution (wider intervals, different quantile shape) rather than fitting one stationary model +across calm and crisis periods alike — conceptually the same role the price-history-based +vol-regime detection plays elsewhere in this project, applied here to the Fed's own balance-sheet +response instead of realized price volatility. + +## Why "Other loans"/"Loans" can never be added alongside its children + +Confirmed by direct arithmetic in two filings 15 years apart: + +- **Nov 6, 2008** (`h41_20081106.pdf`): `Other loans` (346,531) = `Primary credit (108,567) + + Secondary credit (0) + Seasonal credit (9) + PDCF (71,642) + ABCP (85,097) + Other credit + extensions (81,215)` = 346,531. Exact match. +- **Sept 4, 2025** (`h41_20250904.pdf`): `Loans` (6,156) = `Primary credit (4,690) + Secondary + credit (0) + Seasonal credit (60) + Paycheck Protection Program Liquidity Facility (1,406) + + Bank Term Funding Program (0) + Other credit extensions (0)` = 6,156. Exact match. +- **Jan 14, 2010** (`h41_20100114.pdf`): same pattern, with two additional children (`Credit + extended to AIG, net`, `Term Asset-Backed Securities Loan Facility, net`) folded into the same + parent subtotal. + +The parent/child relationship is structural and has held across every era checked. Adding the +parent row as a separate term while also adding its own children double- (or triple-, for +PDCF/ABCP-style rows) counts them. + +## Era-by-era alias table (confirmed by direct PDF inspection) + +| Filing checked | "Loans"/"Other loans" children beyond Primary/Secondary/Seasonal | Sibling SPV rows (net portfolio holdings, not nested) | +|---|---|---| +| **2000-04-27** | *(none — table doesn't have this section yet; only "Adjustment credit / Seasonal credit / Extended credit," pre-2003 discount-window naming)* | *(none)* | +| **2008-11-06** (GFC peak) | PDCF ("Primary dealer and other broker-dealer credit"), ABCP ("Asset-backed commercial paper money market mutual fund liquidity facility"), Other credit extensions | CPFF LLC, Maiden Lane LLC | +| **2010-01-14** (GFC wind-down, roster still expanding) | PDCF, ABCP, **Credit extended to AIG, Inc., net**, **Term Asset-Backed Securities Loan Facility, net**, Other credit extensions | CPFF LLC, Maiden Lane LLC, **Maiden Lane II LLC**, **Maiden Lane III LLC**, **TALF LLC** (a second, separate TALF-related line from the "net" one above), **Preferred interests in AIA Aurora LLC and ALICO Holdings LLC** | +| **2015-06-11** (post-crisis baseline) | Term Asset-Backed Securities Loan Facility (near-zero residual), Other credit extensions (0) | Maiden Lane LLC / II / III / TALF LLC — all near-de-minimis residuals; Central bank liquidity swaps = 0 | +| **2020-04-16** (COVID peak) | **"Primary Dealer Credit Facility"** (PDCF reactivated, relabeled), **"Money Market Mutual Fund Liquidity Facility"** (MMLF — ABCP's COVID-era analog, broader scope, relabeled), Other credit extensions | **CPFF II LLC** (relaunched, same "Net portfolio holdings of Commercial Paper Funding Facility ... LLC" label pattern). **Maiden Lane LLC row explicitly removed from Table 1 this release** (announced in the filing itself: balances reduced to de minimis, moved into "Other Federal Reserve assets"). Central bank liquidity swaps spiked to $393B. | +| **2023-03-16** (regional-bank crisis) | Primary credit itself spiked ~10x (discount window stress, not a "facility" row but a real signal), **Paycheck Protection Program Liquidity Facility** (COVID-era, still winding down), **Bank Term Funding Program** (BTFP, brand new — launched March 13, 2023), Other credit extensions (⚠️ see caveat below) | **MS Facilities LLC (Main Street Lending Program)**, **Municipal Liquidity Facility LLC**, **TALF II LLC** | +| **2025-09-04** (current, wound down) | Paycheck Protection Program Liquidity Facility (residual), Bank Term Funding Program (0, fully wound down by ~March 2024 per public record — not independently reverified this session), Other credit extensions (0) | MS Facilities 2020 LLC (Main Street) — small residual | + +## Caveat: a row's label doesn't guarantee a stable real-world meaning + +"Other credit extensions" is **not** the same thing in every era despite the identical label. In +the March 2023 filing, the Fed's own release notes state this row specifically reports "loans that +were extended to depository institutions established by the FDIC" (the SVB/Signature bridge +banks) — a different real-world referent than whatever "Other credit extensions" captured in 2008. +Label-matching alone is not sufficient to guarantee semantic consistency; where it matters, check +the filing's own footnotes/announcement text, not just the row label. + +## Not verified this session (flagging, not asserting) + +- Exact BTFP wind-down date/mechanics (public record: ~March 2024) — not independently re-checked + against a 2024 filing. +- Whether any *other* SPV facilities existed between the ones explicitly found here (e.g., a + Primary Market/Secondary Market Corporate Credit Facility LLC, Municipal Liquidity Facility + predecessor forms) — the alias table above is what was directly confirmed in 7 checked filings, + not a claim of completeness across all 1,376. diff --git a/implementations/BAA10Y_forecasting/RAGtools/feature_docs/InterventionNarrativeScore.md b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/InterventionNarrativeScore.md new file mode 100644 index 00000000..3f5227d9 --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/InterventionNarrativeScore.md @@ -0,0 +1,100 @@ +# InterventionNarrativeScore + +**Status:** DRAFT — pipeline confirmed, keyword lexicon is a first-pass proposal pending your review. +**Feature type:** unstructured_text. +**Source:** H.4.1 narrative/footnote text. + +## Why this is expected to help forecast BAA10Y + +*Hypothesis, to be validated once this covariate is actually backtested — not a claim of proven +predictive power.* + +Fed intervention announcements have historically produced sharp, fast reactions in credit spreads — +often at the moment of announcement, sometimes before the facility is meaningfully drawn on at all +(the "announcement effect": a credible backstop reduces perceived tail risk even at low +utilization). The CPFF announcement in Oct 2008 and the March 2020 / March 2023 facility launches +are all examples where the surrounding period saw notable stabilization in credit-market pricing. +Because this score specifically isolates announcement-style language — distinct from the +ongoing-condition language the other two narrative scores capture — it's expected to behave as a +sparse, spiky, event-study-like signal, most informative in the narrow window right around a +facility's launch, which is also plausibly the point of maximum BAA10Y sensitivity to Fed action. +This is a different kind of signal from `FacilityStress` (which reflects usage continuously after +the fact): this one is trying to isolate the announcement moment itself, often the more +market-moving event of the two. + +## Pipeline + +Identical to `CreditStressNarrativeScore.md`: per-chunk `keyword_freq` + `bm25_score` + +`embedding_sim`, min-max normalized against corpus-wide frozen calibration stats, combined via +equal-weighted sum (magnitude-only, `SIGNED_MODE` flag reserved), aggregated to weekly median + +max. Only the lexicon/query changes. + +## Proposed lexicon (draft — not yet validated against real chunks) + +Distinguishing target: language describing the **act of the Fed intervening** — a new facility +being announced or launched — as distinct from language describing market *conditions* +(`CreditStressNarrativeScore`, `LiquidityNarrativeScore`). This axis should spike sharply and +briefly right at a facility's launch (a genuinely different temporal signature than the other two, +which should track ongoing conditions more smoothly), based on the actual announcement language +seen directly in this session's PDF reads (e.g. the April 2020 CPFF II and March 2023 BTFP +announcement pages). + +Keywords / phrases: +- "the Federal Reserve announced" +- "extended credit to" +- "under the authority of section 13(3)" +- "the Committee directs the Desk" +- "was formed to" +- "began purchasing" / "began extending loans" +- "facility established" +- "unusual and exigent circumstances" +- "with approval of the Treasury Secretary" +- "emergency lending" +- "in response to" + +Query for BM25/embedding: "Federal Reserve announces a new emergency lending facility" + +## Open before finalizing + +Same caveat as `LiquidityNarrativeScore`: this lexicon hasn't been checked against real chunks. +The announcement-page language actually seen this session ("On March 17, 2020, the Federal Reserve +announced the CPFF...", "The Federal Reserve announced the BTFP on March 12, 2023...") matches +several of these phrases closely, which is a reasonable sanity check but not a substitute for +running the pipeline against real chunks before treating this as final. + +## One design question worth flagging + +Because this axis is about *announcements* specifically, it may be structurally sparser and more +spike-like than the other two narrative scores (most weekly releases contain zero intervention +language at all, since most weeks aren't a facility-launch week) — closer in shape to +`FacilityStress`/`FRBNYLoanCPFF` than to a smoothly-varying sentiment score. Worth deciding whether +`median` (which will be near-zero almost always) is actually useful for this one, or whether `max` +alone carries the real signal here. Not resolved — flagging for your input. + +## Confirmed limitation, from the full-corpus run (implementation finding) + +The concern above was optimistic about what `max` actually captures. Full-corpus yearly means show +`max` spiking to 0.76 in 2009 (correct — genuine GFC intervention language) but then **staying +elevated at 0.72–0.78 through 2010–2014**, and still at 0.52–0.59 through 2015–2019 — years with no +new intervention at all. Root cause, confirmed directly: the "Notes on consolidation" boilerplate +describing the *2008* interventions ("On June 26, 2008, the Federal Reserve Bank of New York... +extended credit... under the authority of section 13(3)...") gets reprinted **verbatim in every +weekly filing for years** after the events themselves, since it isn't removed until the underlying +LLC is fully wound up. A keyword/semantic-similarity scorer has no way to distinguish "this +describes an intervention happening now" from "this is standing boilerplate describing an old one" +— both use identical language. So in practice, `InterventionNarrativeScore_max` behaves less like +the hoped-for "sparse, spiky, announcement-moment" signal and more like a noisy, lagging proxy for +"an SPV facility from a past intervention is still on the books" — informative, but not what the +feature was designed to isolate. Fixing this properly needs date-aware reasoning (e.g., flagging +only *new* intervention language vs. text repeated from a prior week) — exactly the kind of thing +the long-term agentic-RAG phase could do (compare this week's chunk against last week's to detect +"is this new"), not something the current vanilla pipeline attempts. Documented here rather than +silently patched — a design decision for you, not mine to make unilaterally given this pipeline's +lexicon/lexicon-comparison mechanics are otherwise settled. + +Separately: `max` also drifts upward across all three narrative scores after 2020 even in calm +years (e.g. `CreditStressNarrativeScore_max` averages ~0.44 in 2012-2019 vs. ~0.53-0.63 in +2022-2026) — filings have gotten longer and more complex (more facility line items, more +footnotes) since 2020, so there are simply more chunks per filing and thus more chances to hit a +high-scoring outlier chunk by chance, independent of genuine stress. Worth keeping in mind when +interpreting `max` trends across the pre-/post-2020 boundary specifically. diff --git a/implementations/BAA10Y_forecasting/RAGtools/feature_docs/LiquidityNarrativeScore.md b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/LiquidityNarrativeScore.md new file mode 100644 index 00000000..b504c623 --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/LiquidityNarrativeScore.md @@ -0,0 +1,58 @@ +# LiquidityNarrativeScore + +**Status:** DRAFT — pipeline confirmed, keyword lexicon is a first-pass proposal pending your review. +**Feature type:** unstructured_text. +**Source:** H.4.1 narrative/footnote text. + +## Why this is expected to help forecast BAA10Y + +*Hypothesis, to be validated once this covariate is actually backtested — not a claim of proven +predictive power.* + +Corporate bond spreads are conventionally decomposed into a default-risk component and a +liquidity/technical component — well established in fixed-income research, especially post-2008 +work distinguishing "true" credit risk from illiquidity-driven spread widening. `CreditStress +NarrativeScore` is oriented toward the former (lending/default-risk language); this score targets +the latter (funding-market/money-market functioning language) specifically so the two axes aren't +conflated into one blended signal. The hypothesis: a liquidity-driven BAA10Y move (e.g., dealers +pulling back from market-making with no change in issuer credit quality) should show up +disproportionately here relative to `CreditStressNarrativeScore`, giving the forecasting model a +way to distinguish the two regimes even though both eventually move the same headline spread. + +## Pipeline + +Identical to `CreditStressNarrativeScore.md`: per-chunk `keyword_freq` + `bm25_score` + +`embedding_sim`, min-max normalized against corpus-wide frozen calibration stats, combined via +equal-weighted sum (magnitude-only, `SIGNED_MODE` flag reserved), aggregated to weekly median + +max. Only the lexicon/query changes. + +## Proposed lexicon (draft — not yet validated against real chunks) + +Distinguishing target: **money-market / funding-liquidity conditions**, as distinct from +`CreditStressNarrativeScore`'s lending/default-risk framing. There will be real overlap in +practice (a stressed sentence often touches both), which is expected, not a flaw — the point is +which axis's language dominates a given chunk, not a clean partition. + +Keywords: +- "liquidity in short-term funding markets" +- "money market pressures" +- "funding markets" +- "repo market" +- "reserve scarcity" +- "market functioning" +- "liquidity facility" +- "liquidity support" +- "liquidity injections" +- "term funding" +- "commercial paper market" +- "short-term funding" + +Query for BM25/embedding: "liquidity conditions and funding market stress" + +## Open before finalizing + +This lexicon hasn't been checked against real chunks the way `CreditStressNarrativeScore`'s was +(that one came with a worked example in the original reference doc; this one doesn't). Recommend a +quick sanity pass — pull a handful of narrative chunks from a known-stressed filing (e.g. the +2008-11-06 or 2020-04-16 releases already read this session) and confirm the keywords actually +fire on real Fed language — before treating this as final. diff --git a/implementations/BAA10Y_forecasting/RAGtools/feature_docs/QTIntensity.md b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/QTIntensity.md new file mode 100644 index 00000000..859afeb4 --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/QTIntensity.md @@ -0,0 +1,102 @@ +# QTIntensity + +**Status:** Final — resolved this session. +**Feature type:** structured_numeric. +**Source:** H.4.1 Table 1, "Securities held outright" (2008+ label; "U.S. government securities... bought outright" pre-2008). + +## Definition + +``` +QTIntensity_t = -Δ(Securities Held Outright)_t +``` + +Positive = tightening (balance-sheet runoff). Negative = expansion (QE). This is a single-term, +non-derived-from-anything-else quantity: the week-over-week change in the one line item that +"QT"/"QE" actually refers to in Fed communications and financial media. + +## Why this is expected to help forecast BAA10Y + +*Hypothesis, to be validated once this covariate is actually backtested — not a claim of proven +predictive power.* + +QE/QT operate on corporate credit spreads through the "portfolio balance channel": when the Fed +buys securities (QE, `QTIntensity` negative), it removes duration and safe collateral from the +market, pushing yield-seeking investors further out the risk curve — including into corporate +credit — which compresses corporate-Treasury spreads. This is a well-documented effect from QE1– +QE3 (published Fed and academic research found measurable Baa/Treasury spread compression +attributable to the purchase programs specifically, not just to the broader macro environment). +`QTIntensity` positive (runoff) works in reverse: it withdraws that support and, especially at an +accelerated or poorly-telegraphed pace, has coincided with tighter financial conditions and +episodic funding-market stress (the Sept 2019 repo spike occurred during a QT episode). The +expectation is that sustained positive `QTIntensity` correlates with gradual BAA10Y widening, and +sharp or accelerating readings may coincide with episodic widening events — distinct from and +complementary to `FacilityStress`, which only fires during acute crises, not gradual QT-driven +tightening. + +## What was proposed and rejected + +An earlier draft (`QTIntensity.pdf`, the collaborator-AI doc) proposed a 3-term weighted combination: + +``` +QTIntensity_t = w1*QT1_t + w2*QT2_t + w3*QT3_t +QT1_t = -Δ(Securities Held Outright)_t +QT2_t = -Δ(Reserve Bank credit)_t +QT3_t = -Δ(Facility Usage)_t where Facility Usage = Term Auction Credit + Other Loans + PDCF + ABCP + CPFF + Maiden Lane + Other credit extensions +``` + +This was rejected for three reasons, in order of severity: + +### 1. QT2 is not independent of QT1 and QT3 — it's (almost exactly) their sum + +Verified against the real Nov 6, 2008 filing (`h41_20081106.pdf`), using the weekly-average +column and correcting `Facility Usage` for the double-counting bug below first: + +``` +ΔSecurities (-355) + ΔFacilityUsage_corrected (Term auction 0 + Other loans -29,800 + CPFF +185,189 + Maiden Lane +41 = 155,430) + + ΔFloat (-86) + ΔOtherFRAssets (+27,909) += -355 + 155,430 - 86 + 27,909 = 182,898 +``` + +`ΔReserve Bank credit` that same week was **exactly +182,898**. This is not approximate — `Reserve +Bank credit` is defined in the table as the sum of Securities held outright, Term auction credit, +Other loans, CPFF, Maiden Lane, Float, and Other F.R. assets. So `QT2` already contains essentially +all of `QT1` and `QT3`, modulo two small residual lines (Float, Other F.R. assets). Summing all +three with any positive weights counts the same balance-sheet movement two to three times over. +Letting PCA or LightGBM "learn the weights" doesn't fix near-perfect-by-construction collinearity — +it makes the learned weights unstable and uninterpretable, not correct. + +### 2. QT3's "Facility Usage" double-counts, the same way FacilityStress did + +`Other Loans` is a parent/subtotal row of `Primary credit + Secondary credit + Seasonal credit + +PDCF + ABCP + Other credit extensions` (confirmed exactly, see `FacilityStress.md`). Summing +`Other Loans` and `PDCF` and `ABCP` as separate terms double-counts PDCF and ABCP. + +### 3. Internal basis inconsistency in the original doc + +The H.4.1 table reports two parallel figures for every line: a weekly-average basis and a +Wednesday point-in-time-level basis. The original doc's `QT1` example (`489,691`, change `-398`) +pulled from the Wednesday-level column; its `QT2` and `QT3` examples both correctly used the +weekly-average column (`490,027`, change `-355` is the actual weekly-average figure for the same +`Securities held outright` line). Mixing bases within one formula means the terms aren't measuring +the same thing before you even get to summing them. + +## Decision + +Use `QT1` alone, computed consistently on the weekly-average basis (matching every other feature +in this project). No combination, no weights, no `Reserve Bank credit` term. + +If a future need arises to capture "facilities offsetting QT" as a *separate* idea, it should be +its own two-term feature (`QT1 - FacilityUsageChange_corrected`, no `Reserve Bank credit`), not +folded back into `QTIntensity`. Not building this now — no stated requirement for it. + +## Implementation notes + +- `QTIntensity` is a **derived** series: extract the raw level (`SecuritiesHeldOutright`) per + release as the atomic stored value, then compute the week-over-week diff in a downstream step + over consecutive stored levels — not by looking up "last week's value" inside the per-document + extraction step. +- Label drift across eras: pre-2008 filings use "U.S. government securities... bought outright — + system account" (confirmed in `h41_20000427.pdf`); 2008 onward uses "Securities held outright" + consistently through the 2025 filing checked. One alias pair to handle, not several. +- Full coverage 2000–2025 — this line has existed in every filing checked (2000, 2008, 2010, 2015, + 2020, 2023, 2025). No absent-period handling needed. diff --git a/implementations/BAA10Y_forecasting/RAGtools/feature_docs/ReserveBalancesLevel.md b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/ReserveBalancesLevel.md new file mode 100644 index 00000000..afd70e81 --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/feature_docs/ReserveBalancesLevel.md @@ -0,0 +1,50 @@ +# ReserveBalancesLevel + +**Status:** Final. +**Feature type:** structured_numeric. +**Source:** H.4.1 Table 1, "Reserve balances with Federal Reserve Banks" (bottom line of the +factors table — the report's namesake figure). + +## Definition + +``` +ReserveBalancesLevel_t = value of "Reserve balances with Federal Reserve Banks" (weekly-average basis) +``` + +A direct level, not a derived quantity — no diffing, no combination. + +## Why this is expected to help forecast BAA10Y + +*Hypothesis, to be validated once this covariate is actually backtested — not a claim of proven +predictive power.* + +The level (and trend) of reserve balances is the primary real-time gauge market participants and +the Fed itself use to judge whether the banking system sits in an "ample" or "scarce" reserves +regime. Scarce or rapidly-declining reserves have historically preceded episodes of money-market +dysfunction (the Sept 2019 repo spike is the clearest example) that can spill over into broader +credit-market liquidity and, from there, into corporate bond spreads — banks and dealers with +tighter balance-sheet capacity intermediate credit less freely, widening the liquidity-driven +component of BAA10Y. As a *level* rather than a flow, this is expected to complement `QTIntensity` +(a rate of change): two systems shrinking reserves at the same pace can be in very different stress +postures depending on how much buffer is left, which only the level captures. + +## Coverage — confirmed across the full corpus span + +Checked directly in filings from 2000, 2008, 2010, 2015, 2020, 2023, and 2025 — present in every +one, with only minor label drift: + +| Era | Label seen | +|---|---| +| 2000 | "Reserve balances with F.R. Banks" | +| 2008–2025 | "Reserve balances with Federal Reserve Banks" | + +No absent-period handling needed — this is the one line item guaranteed to exist in every H.4.1 +release ever published, since it's what the report exists to track. + +## Implementation notes + +- Extraction: table_parser, single row, weekly-average column, consistent with every other + structured feature in this project. +- No known double-counting or redundancy risk — it does not sum other lines, and while it is + itself a component of the balance sheet's liability side, none of the other 6 features in scope + this round are derived from it, so no collinearity concern analogous to `QTIntensity`'s. diff --git a/implementations/BAA10Y_forecasting/RAGtools/running_the_pipeline.md b/implementations/BAA10Y_forecasting/RAGtools/running_the_pipeline.md new file mode 100644 index 00000000..57e95344 --- /dev/null +++ b/implementations/BAA10Y_forecasting/RAGtools/running_the_pipeline.md @@ -0,0 +1,147 @@ +# How to run the H.4.1 RAG pipeline and produce the `.parquet` outputs + +This is an operational runbook — how to actually execute the pipeline described +in `feature_docs/*.md`, `config_design.md`, and `chunking_design.md`. Read those +first for *why* the features are defined the way they are; this doc is only +about *running* the code that implements them. + +## What this produces + +Nine covariate series, as ten parquet files, under `data/h41_rag/` (repo root): + +| File | Feature | Built by | +|---|---|---| +| `ReserveBalancesLevel.parquet` | `reserve_balances_level_l1b` | Phase A | +| `SecuritiesHeldOutrightLevel.parquet` | (audit copy — `QTIntensity`'s raw input, not itself registered as a covariate) | Phase A | +| `QTIntensity.parquet` | `qt_intensity_l1b` | Phase A | +| `FacilityStress.parquet` | `facility_stress_l1b` | Phase A | +| `CreditStressNarrativeScore_median.parquet` / `_max.parquet` | `credit_stress_narrative_median_l1b` / `_max_l1b` | Phase B | +| `LiquidityNarrativeScore_median.parquet` / `_max.parquet` | `liquidity_narrative_median_l1b` / `_max_l1b` | Phase B | +| `InterventionNarrativeScore_median.parquet` / `_max.parquet` | `intervention_narrative_median_l1b` / `_max_l1b` | Phase B | +| `_narrative_chunks_cache.parquet` | (intermediate cache, not a covariate) | Phase B | + +`FRBNYLoanCPFF` (`unstructured_numeric`) is not yet built — see `FRBNYLoanCPFF.md`. + +## The centerpiece files — where the actual logic lives + +There isn't one single "core" file — the pipeline has two genuinely separate +engines, sharing nothing but the corpus and the output convention: + +- **`src/baa10y_forecasting/rag/structured_extraction.py`** — the deterministic + engine (Phase A). Table-line regex parsing of H.4.1's "Factors Affecting + Reserve Balances" table, plus `FacilityStress`'s exclusion-based leaf-sum + rule. No embeddings, no LLM calls, no RAG in the retrieval sense — this is + the file to read to understand *how a number gets pulled off the page*. +- **`src/baa10y_forecasting/rag/narrative_scoring.py`** — the RAG engine's + scoring core (Phase B). `keyword_freq` + BM25 + E5 embedding similarity, + calibrated normalization with clipping, magnitude-only combination, + median/max aggregation. This is the file to read to understand *how a + chunk of prose becomes a 0-1 score*. +- **`src/baa10y_forecasting/rag/narrative_extraction.py`** — feeds Phase B: + splits each filing's text into narrative/footnote chunks (by excluding + table-row-shaped lines, not by positively classifying block types). +- **`src/baa10y_forecasting/rag/lexicons.py`** — not logic, but the single + place all three narrative features' keyword lists and BM25/embedding + queries are defined. Change the scoring *target* here, not in + `narrative_scoring.py`. + +The two `build_*.py` files below are orchestration/entry-points — thin glue +that loops over the corpus and calls into the two engines above. They are +what you actually run, but not where the interesting logic lives. + +## Prerequisites + +1. **Use the nested venv, not the root one.** This pipeline's dependencies + (`pdfplumber`, `chromadb`, `sentence-transformers`, `pandas`, `pyarrow`, + `rank-bm25`) live in `implementations/BAA10Y_forecasting/.venv` — a + **separate** environment from the repo-root `.venv` that + `01_BAA10Y_multivariate_backtest.ipynb`/`data.py` use. Running these + scripts with the wrong interpreter fails on missing imports. + - Windows: `implementations\BAA10Y_forecasting\.venv\Scripts\python.exe` + - Linux/Coder: `implementations/BAA10Y_forecasting/.venv/bin/python` +2. **`h41_pdfs/` must exist at the repo root** with the weekly H.4.1 PDFs + (`h41_YYYYMMDD.pdf`). This pipeline only reads from it, never writes to it. +3. **The E5 embedding model should already be cached locally** (from + `00_RagPrototype.ipynb`'s earlier work), under + `~/.cache/huggingface/hub/models--intfloat--e5-base`. `build_narrative_series.py` + forces `HF_HUB_OFFLINE=1` itself, so it never attempts a network call — it + will fail fast if that cache doesn't exist yet. If you're setting this up + on a machine that's never run the E5 model before, you'll need one + successful *online* load first, which on this network requires either a + working proxy cert or the corporate-proxy workaround below. +4. **Corporate-proxy TLS note**: if any dependency needs installing fresh + (`uv add ...`), this network's proxy intercepts TLS and breaks the default + cert check. Add `--system-certs` to the `uv` command (or set + `UV_NATIVE_TLS=1` once, persistently, per-user). + +## Running it + +Both phases are independent — run in either order, or in parallel. Each is a +plain script, not a notebook; run from any working directory, using the +nested venv's interpreter. Each processes all 1,376 filings and takes real +wall-clock time — Phase A is fast (pure text parsing, ~a few minutes), Phase +B is slow (embeds ~96,000 chunks, expect considerably longer). Both print +progress every 200 filings, so a long silence isn't necessarily a hang. + +**Phase A — structured features:** +``` +/implementations/BAA10Y_forecasting/.venv/Scripts/python.exe ^ + /implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/build_structured_series.py +``` + +**Phase B — narrative-score features:** +``` +/implementations/BAA10Y_forecasting/.venv/Scripts/python.exe ^ + /implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/build_narrative_series.py +``` + +Both scripts resolve the repo root and the `data/h41_rag/` output directory +themselves (see `paths.py`) — nothing to configure, no arguments to pass. + +## What success looks like + +Phase A, printed at the end: +``` +Parsed 1376 filings successfully, 0 failed. +Wrote parquet files to /data/h41_rag: + ReserveBalancesLevel.parquet: 1348 rows, 2000-04-19 to 2026-08-26 + SecuritiesHeldOutrightLevel.parquet: 1348 rows, ... + QTIntensity.parquet: 1347 rows, ... + FacilityStress.parquet: 1348 rows, ... +``` +The 28-filing gap (1376 → 1348) is expected — see "Known limitations" below, +not a bug to chase. + +Phase B, printed at the end (one block per feature): +``` +Extracted 96188 narrative chunks from 1376 filings. +=== CreditStressNarrativeScore === + wrote CreditStressNarrativeScore_median.parquet / _max.parquet: 1376 rows, ... +=== LiquidityNarrativeScore === + ... +=== InterventionNarrativeScore === + ... +``` + +## Known limitations (expected, not bugs) + +- **28 filings (Feb-Aug 2001) are silently dropped from all four Phase-A + series.** Those specific source PDFs use a broken font encoding pdfplumber + can't recover text from — a defect in the source files, not the parser. + See `FacilityStress.md`'s "Corpus coverage limitation" section. +- **`InterventionNarrativeScore_max` runs elevated for years after a real + intervention**, not just during it — stale boilerplate describing old + facilities gets reprinted verbatim for years. See + `InterventionNarrativeScore.md`'s "Confirmed limitation" section. +- **`CreditStressNarrativeScore`'s validation surfaced a false-positive risk** + (its top-scoring chunk in a small sample was generic MBS boilerplate, not + real credit-stress content) — usable, but trust it less than + `LiquidityNarrativeScore`, which validated cleanly. + +## After running + +Output lands in `data/h41_rag/`, already gitignored (not committed). To make +these series usable by the forecasting notebooks, see `data.py`'s +`H41_RAG_SERIES_SPECS`/`H41_RAG_OPTIONAL_COVARIATE_SERIES_IDS` — already wired +in on this branch; if copying the `.parquet` files to another checkout, that +wiring needs porting too (see that branch's own notes, not covered here). diff --git a/implementations/BAA10Y_forecasting/README.md b/implementations/BAA10Y_forecasting/README.md new file mode 100644 index 00000000..53745d74 --- /dev/null +++ b/implementations/BAA10Y_forecasting/README.md @@ -0,0 +1,242 @@ +# S&P 500 multivariate forecasting (leak-safe covariates) + +> **Reference implementation 1 of 4.** Recommended order: [getting_started](../getting_started/) → **S&P 500** → [food CPI](../food_price_forecasting/) → [energy / WTI](../energy_oil_forecasting/) → [BoC rate decisions](../boc_rate_decisions/). Each stands on its own. + +The **financial-markets** reference: a head-to-head comparison of conventional +time-series methods on a daily equity index, all reading the **same leak-safe +covariate panel**, plus an LLM-Process forecaster that can read those covariates +in its prompt. It is the template for evaluated prediction (Track 1) on market +series with exogenous covariates. + +The headline question: + +> Given the same macro/market observations, **which method forecasts the index +> best — and can an LLM-Process, handed those covariates, keep up with gradient +> boosting?** + +**How this differs from the energy/oil reference.** Energy forecasts a +*univariate* price trajectory with news-grounded, code-executing, and adaptive +**agents**. This reference has no agents and no news — it is a clean, reproducible +**numerical-methods bake-off across a multivariate covariate panel**, scored with +CRPS and direction metrics. + +--- + +## Forecasting task + +The targets are **close-to-close cumulative log returns** of `^GSPC`, registered +one series per horizon (window `N` in business days): + +$$ +r^{(N)}_t = \log\frac{C^{\text{adj}}_{t}}{C^{\text{adj}}_{t-N}} +$$ + +Forecasting `sp500_logret_{N}b` exactly `N` business days ahead resolves to the +**forward** cumulative return over the next `N` sessions — a clean single-marginal +forecast at each horizon (no joint-path aggregation): + +| Target | Horizon | Actionable framing | +|--------|---------|--------------------| +| `sp500_logret_1b` | 1 (next session) | direction / next-day **risk management** | +| `sp500_logret_5b` | 5 (forward 1 week) | tactical rebalancing, weekly tenors | +| `sp500_logret_21b` | 21 (forward 1 month) | allocation, monthly tenors | + +**Frequency:** business (`B`). Returns (not the index level) keep the target +stationary, which is the right setup for a methods comparison. + +**What's forecastable at daily resolution.** The *level* of index returns is +close to a martingale, so far-ahead point forecasts trend toward ~0 and add +little; the forecastable, actionable objects are **volatility, tail risk, and +direction**. That is why a VIX-led covariate panel can help — and why the +method/covariate edge is largest at `h=1` and compresses as the horizon grows. +The notebook's opening note develops this. + +--- + +## Methods compared + +| Family | Predictors | Covariates? | +|--------|-----------|-------------| +| Naive floor | `LastValuePredictor` | — | +| Classical | `DartsExponentialSmoothingPredictor` (ETS), `DartsKalmanForecasterPredictor`, `DartsAutoARIMAPredictor` | — (univariate) | +| ML regression | `DartsLinearRegressionPredictor`, `DartsLightGBMPredictor` | ✅ optional past covariates | +| LLM-Process | `SampledTrajectoryLLMPredictor` | ✅ optional covariate prompt blocks | + +The **LLMP (target)** vs **LLMP + cov** rows are the centerpiece: the covariate +variant serializes labeled covariate-history blocks into the prompt (the +`covariate_series_ids=` passed to `build_sp500_llmp_sampled_trajectory`), so their +CRPS gap measures whether an LLM can use the same exogenous observations the ML +methods do. Both are built in the notebook's predictors cell. + +--- + +## Canonical covariates (when enabled) + +| Series ID (registered) | Economic meaning | +|------------------------|------------------| +| `vix_level_l1b` | VIX level, lagged 1 business day | +| `vix_log_ret_1b_l1b` | VIX log return, lagged | +| `ust10y_level_l1b` | 10Y Treasury yield | +| `ust2y10y_spread_l1b` | 2Y–10Y spread | +| `fed_funds_level_l1b` | Fed funds effective rate | +| `cpi_mom_logdiff_l1b` | CPI MoM log-diff | +| `unemployment_rate_l1b` | Unemployment rate | +| `oil_log_ret_1b_l1b` | Oil futures log return | +| `gold_log_ret_1b_l1b` | Gold log return (skipped if FRED series unavailable) | +| `dollar_index_log_ret_1b_l1b` | Broad dollar index log return | +| `nasdaq_log_ret_1b_l1b` | NASDAQ composite log return | + +Exact adapters and transforms live in `data.py` (`DEFAULT_COVARIATE_SERIES_IDS`). +Yahoo covariates use `YFinanceDailyAdapter` (parquet under `data/yfinance/` at the +repo root); FRED series use `FREDAdapter` (`data/fred/`). Warm both caches to the +present before running the 2025/2026 windows (see Prerequisites). + +--- + +## Cutoff-aware evaluation (read this) + +This is the methodological heart of the comparison, and easy to get wrong. + +- **Numerical methods are cutoff-safe by construction.** Naive, ETS, Kalman, + AutoARIMA, LinReg and LightGBM only ever see the series up to the forecast + origin (`ForecastContext` enforces it), so they can be backtested on *any* + historical window. +- **An LLM is not.** Gemini's training cutoff is ~**January 2025**, so it has + effectively memorised pre-2025 outcomes. Scoring an LLM-Process on a pre-cutoff + origin measures recall, not forecasting, and silently flatters it in the + head-to-head. + +So the LLM-inclusive comparison lives **after the cutoff** — a **2025 backtest** +for iteration and a **protected 2026 eval** as the honest scoreboard (mirroring +the energy reference and `getting_started`'s `backtest()` → `evaluate()` split). +The 2020 COVID window is kept as a **numerical-only** stress test. + +--- + +## No-leakage design + +- Every covariate is shifted by **one business day** before registration. +- Macro series use **conservative release proxies** before daily expansion; + rows carry `released_at` suitable for `ForecastContext` cutoffs. +- Backtests enforce **information available at `as_of`**. + +Missing optional feeds are **skipped with warnings** by default +(`strict_covariates=False`). Set `strict_covariates=True` to fail fast. + +--- + +## Specs — windows and tasks (experiment design only) + +Four co-located YAML configs. Each spec carries **only the experiment design** — +the window (`start`/`end`/`stride`/`warmup`) and one single-horizon task per +`sp500_logret_{N}b` target (`horizons: [N]`, `frequency: B`). The first three are +`MultiTargetBacktestSpec`; the eval spec is a `MultiTargetEvalSpec` that adds +`max_runs`. **Which predictors run, and all their hyperparameters (including the +covariate panel), live in the notebook — not the spec.** + +```text +specs/ +├── sp500_smoke.yaml # fast laptop run — short late-2025 window (post-cutoff) +├── sp500_backtest_2025.yaml # main comparison: weekly origins across 2025 +├── sp500_eval_2026.yaml # protected held-out 2026 eval (MultiTargetEvalSpec, max_runs) +└── sp500_stress_2020.yaml # COVID-crash stress, numerical only (notebook drops LLMP — pre-cutoff is leaked) +``` + +The notebook runs the 2025 backtest (Section 5) and the protected 2026 eval +(Section 7); set `EXPERIMENT_CONFIG = "stress_2020"` to study the volatile regime +with the cutoff-safe methods (the predictors cell drops the LLMP rows +automatically). Copy a spec and edit the window/tasks to pose a new study. + +--- + +## Module layout + +```text +implementations/sp500_forecasting/ +├── data.py # build_sp500_multivariate_service(); cumulative-return targets; covariate ids +├── predictors/ # build_sp500_llmp_sampled_trajectory() — the S&P 500 LLMP recipe +├── leaderboard.py # build_leaderboard(): cached results → RESULTS_DF; forecast-vs-actual frame +├── analysis.py # style_results_dataframe(); direction metrics +├── plots.py # target history; per-horizon CRPS; forecast vs realised return +├── starter_agent/ # fresh, hackable agent template (toggleable search/code-exec + skills) +├── specs/ # sp500_smoke / sp500_backtest_2025 / sp500_eval_2026 / sp500_stress_2020 +├── 01_sp500_multivariate_backtest.ipynb +├── 99_starter_agent.ipynb # ← start here to build your own agent +└── README.md +``` + +Unit tests for data helpers live under +`implementations/tests/sp500_forecasting/test_data.py`. + +--- + +## Adding a method + +The roster is meant to grow, and it's all just code now — no registry or dispatch +to edit. In the notebook's predictors cell: + +1. Instantiate any `Predictor` and append it to `all_predictors`. For a new Darts + model, mirror `aieng-forecasting/aieng/forecasting/methods/numerical/darts_classical.py` + (univariate, probabilistic via `num_samples`, per-horizon quantiles) and export + it from `methods/numerical/__init__.py` and `methods/__init__.py` first. +2. Add a `PREDICTOR_LABELS` entry (the leaderboard "model" column). If it reads the + covariate panel, also add a `PREDICTOR_COVARIATES` entry so the leaderboard's + covariate columns are correct. + +For a tuned LLM-Process variant, add a builder to `predictors/` (mirror +`predictors/llmp_sampled_trajectory.py`) so the prompt framing is reusable. + +Keep numerical models **fast** (sub-second per origin) and **probabilistic** (CRPS +needs a distribution — deterministic models like Theta need a conformal/residual +wrapper first). + +--- + +## Prerequisites + +From the **repository root**, run `uv sync` once so `sp500_forecasting` is on the +interpreter path (same pattern as `food_price_forecasting` / `energy_oil_forecasting`). +Use the project `.venv` as the Jupyter kernel — imports are `from sp500_forecasting import ...`. + +Warm caches at the repo root (gitignored) to the **present** — the 2025/2026 +windows need coverage through today: + +```bash +uv run python scripts/fetch_sp500_market.py --refresh # ^GSPC / ^VIX / ^IXIC (Yahoo) +uv run python scripts/fetch_fred.py # macro covariates (FRED) +``` + +`fetch_fred.py` requires a **FRED API key** in your repo-root `.env` (`FRED_API_KEY=...`). +FRED keys are free but must be requested individually — **we cannot provide one for you**. +Request yours at (approval is usually +quick, but allow some time). A description like "Requesting an API key to explore the +effectiveness of various forecasting techniques on economic data." works well. + +The `llmp_*` rows call the Vector proxy, so a populated repo-root `.env` (with +`OPENAI_BASE_URL` / `OPENAI_API_KEY`) is required when those rows are enabled. + +**How to run:** open `01_sp500_multivariate_backtest.ipynb` and **Run All**. The +`EXPERIMENT_CONFIG` cell selects the 2025 comparison spec (`"smoke"` by default; +`"backtest_2025"` for the full run, `"stress_2020"` for the numerical-only COVID +study); the protected 2026 eval (`sp500_eval_2026.yaml`) runs in Section 7. The +predictor roster is configured in the predictors cell (Section 4). + +The default smoke run keeps the LLM-Process rows on in the 2025 backtest (the +headline comparison); the 2026 eval's `eval_finalists` list defaults to the +cutoff-safe baselines plus `LightGBM + cov`, so a first Run All isn't a +long/expensive surprise. Add `llmp` / `llmp_cov` to `eval_finalists` when you're +ready to spend the proxy tokens on the protected scoreboard. + +--- + +## Build your own — `99_starter_agent.ipynb` + +Not sure what to do next? [`99_starter_agent.ipynb`](99_starter_agent.ipynb) is +this use case's first **agent** and a fresh, hackable starting point — *not* +part of the backtest above. It wires our common building blocks behind simple +toggles (cutoff-aware news search, an E2B code sandbox) plus two lightweight +tool-usage skills, and walks through talking to the agent (Track 2), scoring one +real return forecast (Track 1), and a "make it yours" guide. Live cells are +gated by `RUN_AGENT` (default `False`), so a first Run All is safe. + +--- diff --git a/implementations/BAA10Y_forecasting/__init__.py b/implementations/BAA10Y_forecasting/__init__.py new file mode 100644 index 00000000..78030ce2 --- /dev/null +++ b/implementations/BAA10Y_forecasting/__init__.py @@ -0,0 +1,91 @@ +"""BAA10Y multivariate spread-change forecasting with leak-safe covariates. + +The demo notebooks are narrative shells over the modules in this directory: + +- :mod:`data` — BAA10Y target construction, multivariate data service, and + canonical covariate IDs. +- :mod:`predictors` — ``build_baa10y_llmp_sampled_trajectory()`` recipe (prompt framing + sampling budget). +- :mod:`leaderboard` — ``build_leaderboard()`` turns cached results into ``RESULTS_DF``. +- :mod:`analysis` — styled leaderboards and direction metrics. +- :mod:`plots` — matplotlib figures (target history, per-horizon CRPS, forecast vs realised return). +- YAML specs — experiment design only (window + one single-horizon task xxx need update later + +See ``README.md`` for the full experiment description. +""" + +from .data import ( + DEFAULT_COVARIATE_SERIES_IDS, + FRED_PREFETCH_REGISTRY, + FRED_SERIES_IDS_FOR_PREFETCH, + SERIES_ID_2Y10Y_SPREAD, + SERIES_ID_10Y_YIELD, + SERIES_ID_CPI_INFLATION_CHANGE, + SERIES_ID_DOLLAR_INDEX_RETURN, + SERIES_ID_FED_FUNDS, + SERIES_ID_GOLD_RETURN, + SERIES_ID_NASDAQ_RETURN, + SERIES_ID_OIL_RETURN, + SERIES_ID_UNEMPLOYMENT, + SERIES_ID_VIX_CHANGE, + SERIES_ID_VIX_LEVEL, + BAA10Y_CHANGE_SERIES_ID, + BAA10Y_CHANGE_TARGETS, + BAA10Y_CHANGE_WINDOWS, + BAA10Y_FRED_ID, + baa10y_change_series_id, + build_baa10y_multivariate_service, + HYOAS_OPTIONAL_COVARIATE_SERIES_IDS, + SERIES_ID_HYOAS_OBSERVED_CHANGE, + SERIES_ID_HYOAS_PROXY_CHANGE, + H41_RAG_OPTIONAL_COVARIATE_SERIES_IDS, + H41_RAG_SERIES_SPECS, + SERIES_ID_RESERVE_BALANCES_LEVEL, + SERIES_ID_QT_INTENSITY, + SERIES_ID_FACILITY_STRESS, + SERIES_ID_CREDIT_STRESS_NARRATIVE_MEDIAN, + SERIES_ID_CREDIT_STRESS_NARRATIVE_MAX, + SERIES_ID_LIQUIDITY_NARRATIVE_MEDIAN, + SERIES_ID_LIQUIDITY_NARRATIVE_MAX, + SERIES_ID_INTERVENTION_NARRATIVE_MEDIAN, + SERIES_ID_INTERVENTION_NARRATIVE_MAX, +) + + +__all__ = ["DEFAULT_COVARIATE_SERIES_IDS", + "FRED_PREFETCH_REGISTRY", + "FRED_SERIES_IDS_FOR_PREFETCH", + "SERIES_ID_10Y_YIELD", + "SERIES_ID_2Y10Y_SPREAD", + "SERIES_ID_CPI_INFLATION_CHANGE", + "SERIES_ID_DOLLAR_INDEX_RETURN", + "SERIES_ID_FED_FUNDS", + "SERIES_ID_GOLD_RETURN", + "SERIES_ID_NASDAQ_RETURN", + "SERIES_ID_OIL_RETURN", + "SERIES_ID_UNEMPLOYMENT", + "SERIES_ID_VIX_CHANGE", + "SERIES_ID_VIX_LEVEL", + "BAA10Y_FRED_ID", + "BAA10Y_CHANGE_SERIES_ID", + "BAA10Y_CHANGE_TARGETS", + "BAA10Y_CHANGE_WINDOWS", + "BAA10Y_WINDOW_LABELS", + "StaticFrameAdapter", + "baa10y_change_series_id", + "build_baa10y_target_service", + "build_baa10y_multivariate_service", + "HYOAS_OPTIONAL_COVARIATE_SERIES_IDS", + "SERIES_ID_HYOAS_OBSERVED_CHANGE", + "SERIES_ID_HYOAS_PROXY_CHANGE", + "H41_RAG_OPTIONAL_COVARIATE_SERIES_IDS", + "H41_RAG_SERIES_SPECS", + "SERIES_ID_RESERVE_BALANCES_LEVEL", + "SERIES_ID_QT_INTENSITY", + "SERIES_ID_FACILITY_STRESS", + "SERIES_ID_CREDIT_STRESS_NARRATIVE_MEDIAN", + "SERIES_ID_CREDIT_STRESS_NARRATIVE_MAX", + "SERIES_ID_LIQUIDITY_NARRATIVE_MEDIAN", + "SERIES_ID_LIQUIDITY_NARRATIVE_MAX", + "SERIES_ID_INTERVENTION_NARRATIVE_MEDIAN", + "SERIES_ID_INTERVENTION_NARRATIVE_MAX", +] \ No newline at end of file diff --git a/implementations/BAA10Y_forecasting/analysis.py b/implementations/BAA10Y_forecasting/analysis.py new file mode 100644 index 00000000..fe01c2aa --- /dev/null +++ b/implementations/BAA10Y_forecasting/analysis.py @@ -0,0 +1,172 @@ +"""Notebook-oriented formatting and direction metrics for the BAA10Y demo. + + Positive or "up" means spread widening. Negative or "down" means spread + tightening. Target values and CRPS are expected to be in basis points. +""" + +from __future__ import annotations + +from datetime import datetime, timezone +from typing import TYPE_CHECKING + +import numpy as np +import pandas as pd +from aieng.forecasting.evaluation.prediction import ContinuousForecast +from pandas.io.formats.style import Styler + + +if TYPE_CHECKING: + from aieng.forecasting.data.service import DataService + from aieng.forecasting.evaluation.prediction import Prediction + + +def style_results_dataframe(df: pd.DataFrame) -> Styler: + """Return a :class:`~pandas.io.formats.style.Styler` tuned for ``RESULTS_DF``. + + Intended for ``IPython.display.display`` in Jupyter — readable numeric + precision without manual rounding in every cell of the notebook. + """ + fmt: dict[str, str] = { + "mean_crps": "{:.5f}", + "dir_precision_up": "{:.3f}", + "dir_recall_up": "{:.3f}", + "dir_f1_up": "{:.3f}", + "dir_accuracy": "{:.3f}", + "dir_roc_auc_prob_up": "{:.3f}", + } + fmt = {k: v for k, v in fmt.items() if k in df.columns} + return df.style.format(fmt, na_rep="—") + + +def prob_spread_change_above_threshold_from_quantiles(quantiles: dict[float, float], threshold: float = 0.0) -> float: + """Approximate ``P(X > threshold)`` from a piecewise-linear CDF through quantile pairs.""" + pairs = sorted(((float(v), float(q)) for q, v in quantiles.items()), key=lambda x: x[0]) + if not pairs: + return float("nan") + vs = np.array([p[0] for p in pairs], dtype=float) + qs = np.array([p[1] for p in pairs], dtype=float) + f_at = float(np.interp(threshold, vs, qs, left=0.0, right=1.0)) + return float(np.clip(1.0 - f_at, 0.0, 1.0)) + + +def build_direction_eval_frame( + predictions: list[Prediction], + *, + target_series_id: str, + data_service: DataService, +) -> pd.DataFrame: + """Align each prediction with the realised BAA10Y spread change. + + Target values are already in basis points. No scaling is performed here. + Positive values mean spread widening. + """ + as_of_now = datetime.now(tz=timezone.utc).replace(tzinfo=None) + full_series = data_service.get_series(target_series_id, as_of=as_of_now) + full = full_series.copy() + full["timestamp"] = pd.to_datetime(full["timestamp"]) + lookup = full.set_index("timestamp")["value"] + + rows: list[dict[str, object]] = [] + for p in predictions: + if not isinstance(p.payload, ContinuousForecast): + continue + ts = pd.Timestamp(p.forecast_date) + if ts not in lookup.index: + continue + actual = float(lookup.loc[ts]) + qmap = p.payload.quantiles + prob_up = prob_spread_change_above_threshold_from_quantiles(qmap, threshold=0.0) + rows.append( + { + "as_of": p.as_of, + "forecast_date": p.forecast_date, + "actual": actual, + "point_forecast": p.payload.point_forecast, + "prob_up": prob_up, + "actual_up": int(actual > 0.0), + "pred_up_point": int(p.payload.point_forecast > 0.0), + } + ) + return pd.DataFrame(rows) + + +def direction_classification_metrics( + df: pd.DataFrame, + *, + y_pred_col: str = "pred_up_point", + y_score_col: str = "prob_up", +) -> pd.Series: + """Binary metrics for predicting BAA10Y widening versus tightening. + + Class 1 or "up" means a positive spread change: widening. + Class 0 or "down" means a non-positive spread change: tightening or unchanged. + """ + from sklearn.metrics import ( # noqa: PLC0415 + accuracy_score, + balanced_accuracy_score, + cohen_kappa_score, + confusion_matrix, + matthews_corrcoef, + precision_recall_fscore_support, + roc_auc_score, + ) + + if df.empty: + return pd.Series(dtype=float) + + y_true = df["actual_up"].to_numpy(dtype=int) + y_pred = df[y_pred_col].to_numpy(dtype=int) + n = int(len(y_true)) + pos_rate = float(y_true.mean()) if n else float("nan") + + acc = float(accuracy_score(y_true, y_pred)) + bal_acc = float(balanced_accuracy_score(y_true, y_pred)) + prec, rec, f1, _ = precision_recall_fscore_support(y_true, y_pred, average="binary", pos_label=1, zero_division=0) + prec_f, rec_f, f1_f, _ = precision_recall_fscore_support( + y_true, y_pred, average="binary", pos_label=0, zero_division=0 + ) + tn, fp, fn, tp = confusion_matrix(y_true, y_pred, labels=[0, 1]).ravel() + mcc = float(matthews_corrcoef(y_true, y_pred)) + kappa = float(cohen_kappa_score(y_true, y_pred)) + + baseline_acc = max(pos_rate, 1.0 - pos_rate) + baseline_always_up_acc = pos_rate + + roc = float("nan") + if y_score_col in df.columns and np.unique(y_true).size == 2: + try: + roc = float(roc_auc_score(y_true, df[y_score_col].to_numpy(dtype=float))) + except ValueError: + roc = float("nan") + + return pd.Series( + { + "n": n, + "prevalence_up": pos_rate, + "accuracy": acc, + "balanced_accuracy": bal_acc, + "precision_up": float(prec), + "recall_up": float(rec), + "f1_up": float(f1), + "precision_down": float(prec_f), + "recall_down": float(rec_f), + "f1_down": float(f1_f), + "matthews_corrcoef": mcc, + "cohen_kappa": kappa, + "confusion_tn": int(tn), + "confusion_fp": int(fp), + "confusion_fn": int(fn), + "confusion_tp": int(tp), + "baseline_accuracy_maj_class": baseline_acc, + "baseline_always_predict_up": baseline_always_up_acc, + "roc_auc_prob_up": roc, + } + ) + + +__all__ = [ + "build_direction_eval_frame", + "direction_classification_metrics", + "prob_spread_change_above_threshold_from_quantiles", + "style_results_dataframe", +] diff --git a/implementations/BAA10Y_forecasting/data.py b/implementations/BAA10Y_forecasting/data.py new file mode 100644 index 00000000..33cc7e8b --- /dev/null +++ b/implementations/BAA10Y_forecasting/data.py @@ -0,0 +1,1047 @@ +"""Leak-safe data-service setup for multivariate BAA10Y spread-change forecasting. + +Target: Moody's Seasoned Baa Corporate Bond Yield Relative to the +10-Year Treasury Constant Maturity Rate, downloaded from FRED using +series ID ``BAA10Y`` +delta_t(N) = BAA10Y(t) - BAA1OY(t-N) +The target is measured in basis point and is forecast at selected business-day +horizons, such as 1, 5, and 21 business days. + + +- (forecast 1 step ahead) → next-session spread return. +- (forecast 5 steps ahead) → forward 1-week spread return. +- (forecast 21 steps ahead)→ forward 1-month spread return. + +Using spread changes (rather than the spread level) helps make the target more stationary, which +is the appropriate setup for a conventional-methods comparison. + +Covariates supported (daily business-day frame): +- VIX level / VIX change +- 10Y Treasury yield +- 2Y-10Y yield spread +- Fed funds rate +- CPI inflation change (MoM log-diff) +- Unemployment rate +- Oil returns +- Gold returns +- Dollar index returns +- NASDAQ returns +- HYOAS and HYOAS proxy by high yield bond and treasury + +Anti-leakage policy: +- Every covariate is transformed and then lagged by one business day. +- ``released_at`` is set conservatively for macro series before daily expansion. +- The DataService cutoff then guarantees context views never include unavailable rows. + +Macro series use :class:`~aieng.forecasting.data.adapters.fred.FREDAdapter`, which +writes ``data/fred/{FRED_SERIES_ID}.parquet`` (see adapter docstring). Run +``uv run python scripts/fetch_fred.py`` to warm the same files the covariate +builders read. Yahoo covariates use :class:`~aieng.forecasting.data.adapters.yfinance.YFinanceDailyAdapter` +under ``data/yfinance/`` (default adapter layout). :func:`build_baa10y_multivariate_service` +loads ``FRED_API_KEY`` from the repo-root ``.env`` via ``python-dotenv``, identical +to ``fetch_fred.py``. Raw series ids and prefetch metadata live in :data:`FRED_PREFETCH_REGISTRY`. +""" + +from __future__ import annotations + +import warnings +from collections.abc import Callable +from pathlib import Path +from typing import Any +from hyoas_proxy import ( + DGS3_FRED_ID, + HYOAS_FRED_ID, + HYG_TICKER, + build_hyg_dgs3_proxy, + ) +import numpy as np +import pandas as pd +from aieng.forecasting.data import DataService, SeriesMetadata +from aieng.forecasting.data.adapters import FREDAdapter, YFinanceDailyAdapter +from aieng.forecasting.data.features import ( + StaticFrameAdapter, +) +from aieng.forecasting.data.features import ( + apply_one_business_day_feature_lag as _apply_one_business_day_feature_lag, +) +from aieng.forecasting.data.features import ( + business_daily_expand_from_releases as _business_daily_expand_from_releases, +) +from aieng.forecasting.data.features import ( + business_daily_ffill as _business_daily_ffill, +) +from aieng.forecasting.data.features import ( + canonical_three_col as _canonical_three_col, +) +from aieng.forecasting.data.features import ( + drop_weekend_timestamp_rows as _drop_weekend_timestamp_rows, +) +from aieng.forecasting.data.features import ( + to_level_feature_from_daily as _to_level_feature_from_daily, +) +from aieng.forecasting.data.features import ( + to_log_return_feature as _to_log_return_feature, +) + + +_load_dotenv: Callable[..., Any] | None +try: + from dotenv import load_dotenv as _load_dotenv +except ImportError: + _load_dotenv = None + + +def _repo_root() -> Path | None: + here = Path(__file__).resolve() + for p in (here, *here.parents): + if (p / "aieng-forecasting").is_dir(): + return p + return None + + +def _load_fred_dotenv() -> None: + """Populate os.environ from repo-root ``.env`` (same pattern as ``scripts/fetch_fred.py``).""" + if _load_dotenv is None: + return + root = _repo_root() + if root is None: + return + _load_dotenv(root / ".env", override=False) + + +def _as_absolute_cache(path: Path | None) -> Path | None: + if path is None or path.is_absolute(): + return path + root = _repo_root() + if root is not None: + return (root / path).resolve() + return path + + + + + +BAA10Y_FRED_ID = "BAA10Y" +BAA10Y_SERIES_ID = "baa10y_spread_level" + +BAA10Y_CHANGE_WINDOWS: tuple[int, ...] = (1, 5, 21) + +BAA10Y_WINDOW_LABELS: dict[int, str] = { + 1: "next business day", + 5: "5 business days ahead", + 21: "21 business days ahead", +} + + +def baa10y_change_series_id(window: int) -> str: + """Return the canonical target series id for an N-business-day spread change.""" + return f"baa10y_change_{window}b" + + +BAA10Y_CHANGE_TARGETS: dict[int, str] = { + w: baa10y_change_series_id(w) + for w in BAA10Y_CHANGE_WINDOWS +} + +BAA10Y_CHANGE_SERIES_ID = baa10y_change_series_id(1) + + +def _build_cumulative_spread_change_frame(spread_df: pd.DataFrame, window: int) -> pd.DataFrame: + """ + Build trailing BAA10Y changes: value[t] - value[t-window] + + """ + if window < 1: + raise ValueError(f"window must be >= 1, got {window}.") + if "value" not in spread_df.columns: + raise RuntimeError("BAA10Y data must include the spread level as 'value'.") + + frame = spread_df[["timestamp", "value"]].copy().sort_values("timestamp").reset_index(drop=True) + frame["value"] = pd.to_numeric(frame["value"], errors="coerce") + frame = frame.dropna(subset=["value"]).reset_index(drop=True) + + # BAA10Y is measured in basis. + # spread widening/tightening in basis points + frame["value"] = (frame["value"] - frame["value"].shift(window))*100 + + frame = frame.dropna(subset=["value"]).reset_index(drop=True) + frame["released_at"] = pd.to_datetime(frame["timestamp"]) + return frame[["timestamp", "value", "released_at"]] + + +def build_baa10y_target_service( + *, + windows: tuple[int, ...] = BAA10Y_CHANGE_WINDOWS, + refresh: bool = False, + start: str = "2000-01-01", + end: str = "2026-07-01", + fred_cache_dir: Path | None = None, +) -> DataService: + """Register one close-to-close cumulative spread change target per window in ``windows``.""" + _load_fred_dotenv() + + fred_dir = _as_absolute_cache( + fred_cache_dir or DEFAULT_FRED_CACHE_DIR + ) + if fred_dir is None: + raise RuntimeError("Could not resolve FRED cache directory.") + + fred_dir.mkdir(parents=True, exist_ok=True) + + baa10y_df = _fred_frame( + "BAA10Y", + cache_dir=fred_dir, + refresh=refresh, + ) + + baa10y_df = _drop_weekend_timestamp_rows(baa10y_df) + baa10y_df = _business_daily_ffill(baa10y_df) + if start: + baa10y_df = baa10y_df[ + baa10y_df["timestamp"] >= pd.Timestamp(start) + ] + if end is not None: + baa10y_df = baa10y_df[ + baa10y_df["timestamp"] < pd.Timestamp(end) + ] + + baa10y_df = baa10y_df.dropna(subset=["value"]).reset_index(drop=True) + if baa10y_df.empty: + raise RuntimeError( + f"No BAA10Y rows left after applying start={start!r} and end={end!r}." + ) + + svc = DataService() + for window in windows: + series_id = baa10y_change_series_id(window) + label = BAA10Y_WINDOW_LABELS.get(window, f"{window} business days") + + target_frame = _build_cumulative_spread_change_frame( + baa10y_df, + window, + ) + svc.register( + series_id, + StaticFrameAdapter(target_frame), + SeriesMetadata( + series_id=series_id, + description=( + f"BAA10Y cumulative spread change over " + f"{window} business day(s) ({label})" + ), + source=f"FRED ({BAA10Y_FRED_ID}), derived", + units="basis-points", + + # frequency="D" # every calendar day, including weekends + # frequency="B" # every weekday, excluding weekends + # frequency="MS" # beginning of each month + frequency="B", + table_id=( + f"fred:{BAA10Y_FRED_ID}:change-{window}b" + ), ), + ) + return svc + + +def _default_cache_dir() -> Path: + root = _repo_root() + if root is not None: + return root / "data" + return Path("data") + + +DEFAULT_CACHE_DIR = _default_cache_dir() +# Matches :attr:`~aieng.forecasting.data.adapters.yfinance.YFinanceDailyAdapter.DEFAULT_CACHE_DIR` +# resolved against repo ``data/`` (stem filenames like ``gspc_adj_close_1d.parquet`` per ticker). +DEFAULT_YAHOO_CACHE_DIR = DEFAULT_CACHE_DIR / "yfinance" +DEFAULT_FRED_CACHE_DIR = DEFAULT_CACHE_DIR / "fred" +# H.4.1-derived series (RAGtools/, src/baa10y_forecasting/rag/) -- precomputed +# offline from h41_pdfs/, no live fetch. See build_structured_series.py and +# build_narrative_series.py. +DEFAULT_H41_RAG_CACHE_DIR = DEFAULT_CACHE_DIR / "h41_rag" + +# Keys are FRED series ids; values are (description, units, pandas frequency hint) +# for ``scripts/fetch_fred.py`` registration — keep in sync with _fred_frame call sites below. +FRED_PREFETCH_REGISTRY: dict[str, tuple[str, str, str]] = { + + "BAA10Y": ( + "Moody's Seasoned Baa Corporate Bond Yield Relative to " + "Yield on 10-Year Treasury Constant Maturity", + "Percent", + "D", + ), + ## include HYOAS + "BAMLH0A0HYM2": ( + "ICE BofA US High Yield Index Option-Adjusted Spread", + "Percent", + "D", + ), + "DGS3": ( "3-Year Treasury Constant Maturity Rate","Percent", "D",), + + "DGS10": ("10-Year Treasury Constant Maturity Rate", "Percent", "D"), + "DGS2": ("2-Year Treasury Constant Maturity Rate", "Percent", "D"), + "DFF": ("Effective Federal Funds Rate", "Percent", "D"), + "CPIAUCSL": ( + "Consumer Price Index for All Urban Consumers: All Items in U.S. City Average", + "Index 1982-84=100", + "MS", + ), + "UNRATE": ("Unemployment Rate", "Percent", "MS"), + "DCOILWTICO": ("Crude Oil Prices: West Texas Intermediate (WTI)", "Dollars per Barrel", "D"), + # NOTE: both London gold fixing series were discontinued by FRED and no + # longer resolve (HTTP 400 "series does not exist"); there is no equivalent + # daily USD gold price on FRED. The gold covariate therefore degrades to + # absent at runtime (see the first-available fallback below and + # ``strict_covariates=False``). ``scripts/fetch_fred.py`` skips them via + # ``KNOWN_UNAVAILABLE_FRED_IDS`` so a clean run reports no spurious failure. + "GOLDAMGBD228NLBM": ( + "Gold Fixing Price 10:30 A.M. (London time) in London Bullion Market", + "U.S. Dollars per Troy Ounce", + "D", + ), + "GOLDPMGBD228NLBM": ( + "Gold Fixing Price 3:00 P.M. (London time) in London Bullion Market", + "U.S. Dollars per Troy Ounce", + "D", + ), + "DTWEXBGS": ("Trade Weighted U.S. Dollar Index: Broad, Goods and Services", "Index Jan 2006=100", "D"), +} + +FRED_SERIES_IDS_FOR_PREFETCH: tuple[str, ...] = tuple(FRED_PREFETCH_REGISTRY.keys()) + +VIX_TICKER = "^VIX" +NASDAQ_TICKER = "^IXIC" + +# HYOAS observed series and approved HYG-DGS3 proxy. +SERIES_ID_HYOAS_OBSERVED_CHANGE = "hyoas_observed_change_1b_bps_l1b" +SERIES_ID_HYOAS_PROXY_CHANGE = "hyoas_hyg_dgs3_proxy_change_1b_bps_l1b" + +SERIES_ID_VIX_LEVEL = "vix_level_l1b" +SERIES_ID_VIX_CHANGE = "vix_log_ret_1b_l1b" +SERIES_ID_10Y_YIELD = "ust10y_level_l1b" +SERIES_ID_2Y10Y_SPREAD = "ust2y10y_spread_l1b" +SERIES_ID_FED_FUNDS = "fed_funds_level_l1b" +SERIES_ID_CPI_INFLATION_CHANGE = "cpi_mom_logdiff_l1b" +SERIES_ID_UNEMPLOYMENT = "unemployment_rate_l1b" +SERIES_ID_OIL_RETURN = "oil_log_ret_1b_l1b" +SERIES_ID_GOLD_RETURN = "gold_log_ret_1b_l1b" +SERIES_ID_DOLLAR_INDEX_RETURN = "dollar_index_log_ret_1b_l1b" +SERIES_ID_NASDAQ_RETURN = "nasdaq_log_ret_1b_l1b" + +HYOAS_OPTIONAL_COVARIATE_SERIES_IDS: list[str] = [ + SERIES_ID_HYOAS_OBSERVED_CHANGE, + SERIES_ID_HYOAS_PROXY_CHANGE, +] + +# H.4.1-derived covariates -- see RAGtools/feature_docs/*.md for the design +# rationale behind each one, and FRBNYLoanCPFF.md for the one planned feature +# NOT yet built (needs RAG retrieval over footnote text, not table parsing; +# only the 9 below -- 3 structured + 3 narrative scores x {median, max} -- +# exist as parquet so far). +SERIES_ID_RESERVE_BALANCES_LEVEL = "reserve_balances_level_l1b" +SERIES_ID_QT_INTENSITY = "qt_intensity_l1b" +SERIES_ID_FACILITY_STRESS = "facility_stress_l1b" +SERIES_ID_CREDIT_STRESS_NARRATIVE_MEDIAN = "credit_stress_narrative_median_l1b" +SERIES_ID_CREDIT_STRESS_NARRATIVE_MAX = "credit_stress_narrative_max_l1b" +SERIES_ID_LIQUIDITY_NARRATIVE_MEDIAN = "liquidity_narrative_median_l1b" +SERIES_ID_LIQUIDITY_NARRATIVE_MAX = "liquidity_narrative_max_l1b" +SERIES_ID_INTERVENTION_NARRATIVE_MEDIAN = "intervention_narrative_median_l1b" +SERIES_ID_INTERVENTION_NARRATIVE_MAX = "intervention_narrative_max_l1b" + +H41_RAG_OPTIONAL_COVARIATE_SERIES_IDS: list[str] = [ + SERIES_ID_RESERVE_BALANCES_LEVEL, + SERIES_ID_QT_INTENSITY, + SERIES_ID_FACILITY_STRESS, + SERIES_ID_CREDIT_STRESS_NARRATIVE_MEDIAN, + SERIES_ID_CREDIT_STRESS_NARRATIVE_MAX, + SERIES_ID_LIQUIDITY_NARRATIVE_MEDIAN, + SERIES_ID_LIQUIDITY_NARRATIVE_MAX, + SERIES_ID_INTERVENTION_NARRATIVE_MEDIAN, + SERIES_ID_INTERVENTION_NARRATIVE_MAX, +] + +# series_id -> (parquet filename stem under DEFAULT_H41_RAG_CACHE_DIR, description, units). +# All 9 are structurally identical (load parquet, expand weekly->daily, lag) unlike +# the bespoke per-covariate blocks above -- a small loop over this table is the +# right amount of abstraction here, not the "it's all just code" bespoke-block +# pattern, since these genuinely are one shape. Add a row here plus the parquet +# file to add a new H.4.1-derived covariate. +H41_RAG_SERIES_SPECS: dict[str, tuple[str, str, str]] = { + SERIES_ID_RESERVE_BALANCES_LEVEL: ( + "ReserveBalancesLevel", + "Reserve balances with Federal Reserve Banks (H.4.1 Table 1), lagged 1 business day", + "millions-of-dollars", + ), + SERIES_ID_QT_INTENSITY: ( + "QTIntensity", + "-1 x week-over-week change in Securities Held Outright (H.4.1), lagged 1 business day", + "millions-of-dollars", + ), + SERIES_ID_FACILITY_STRESS: ( + "FacilityStress", + "Sum of non-routine Fed credit-facility usage, exclusion-based (H.4.1), lagged 1 business day", + "millions-of-dollars", + ), + SERIES_ID_CREDIT_STRESS_NARRATIVE_MEDIAN: ( + "CreditStressNarrativeScore_median", + "Median per-chunk credit-stress narrative score across a release's H.4.1 text, lagged 1 business day", + "score-0-1", + ), + SERIES_ID_CREDIT_STRESS_NARRATIVE_MAX: ( + "CreditStressNarrativeScore_max", + "Max per-chunk credit-stress narrative score across a release's H.4.1 text, lagged 1 business day", + "score-0-1", + ), + SERIES_ID_LIQUIDITY_NARRATIVE_MEDIAN: ( + "LiquidityNarrativeScore_median", + "Median per-chunk liquidity-stress narrative score across a release's H.4.1 text, lagged 1 business day", + "score-0-1", + ), + SERIES_ID_LIQUIDITY_NARRATIVE_MAX: ( + "LiquidityNarrativeScore_max", + "Max per-chunk liquidity-stress narrative score across a release's H.4.1 text, lagged 1 business day", + "score-0-1", + ), + SERIES_ID_INTERVENTION_NARRATIVE_MEDIAN: ( + "InterventionNarrativeScore_median", + "Median per-chunk Fed-intervention-announcement narrative score, lagged 1 business day", + "score-0-1", + ), + SERIES_ID_INTERVENTION_NARRATIVE_MAX: ( + "InterventionNarrativeScore_max", + "Max per-chunk Fed-intervention-announcement narrative score, lagged 1 business day", + "score-0-1", + ), +} + +DEFAULT_COVARIATE_SERIES_IDS: list[str] = [ + SERIES_ID_VIX_LEVEL, + SERIES_ID_VIX_CHANGE, + SERIES_ID_10Y_YIELD, + SERIES_ID_2Y10Y_SPREAD, + SERIES_ID_FED_FUNDS, + SERIES_ID_CPI_INFLATION_CHANGE, + SERIES_ID_UNEMPLOYMENT, + SERIES_ID_OIL_RETURN, + SERIES_ID_GOLD_RETURN, + SERIES_ID_DOLLAR_INDEX_RETURN, + SERIES_ID_NASDAQ_RETURN, + +] + + +def _load_yahoo_close_frame( + ticker: str, + *, + start: str, + end: str | None, + cache_dir: Path, + refresh: bool, +) -> pd.DataFrame: + adapter = YFinanceDailyAdapter( + ticker, + field="Adj Close", + start=start, + end=end, + cache_dir=cache_dir, + refresh=refresh, + ) + raw = adapter.fetch() + frame = raw[["timestamp", "value"]].copy().sort_values("timestamp").reset_index(drop=True) + frame["value"] = pd.to_numeric(frame["value"], errors="coerce") + return frame.dropna(subset=["value"]).reset_index(drop=True) + + +def _fred_frame( + fred_id: str, + *, + cache_dir: Path, + refresh: bool, +) -> pd.DataFrame: + adapter = FREDAdapter(fred_id, cache_dir=cache_dir, refresh=refresh) + return _canonical_three_col(adapter.fetch()) + + +def _build_observed_hyoas_change_feature( + *, + cache_dir: Path, + refresh: bool, +) -> pd.DataFrame: + """Build observed daily HYOAS changes in basis points, lagged by 1B.""" + hyoas = _fred_frame( + HYOAS_FRED_ID, + cache_dir=cache_dir, + refresh=refresh, + ) + hyoas = _drop_weekend_timestamp_rows(hyoas) + hyoas = _business_daily_ffill(hyoas) + hyoas = hyoas.sort_values("timestamp").reset_index(drop=True) + + hyoas["value"] = (pd.to_numeric(hyoas["value"], errors="coerce").diff() * 100.0) + hyoas = hyoas.dropna(subset=["value"]).reset_index(drop=True) + + hyoas["released_at"] = pd.to_datetime(hyoas["timestamp"]) + + return _apply_one_business_day_feature_lag( + hyoas[["timestamp", "value", "released_at"]] + ) + +def _build_monthly_cpi_mom_feature( + *, + cache_dir: Path, + refresh: bool, + start: str, + end: str | None, +) -> pd.DataFrame: + cpi = _fred_frame("CPIAUCSL", cache_dir=cache_dir, refresh=refresh) + cpi["value"] = np.log(cpi["value"] / cpi["value"].shift(1)) + cpi = cpi.dropna(subset=["value"]).reset_index(drop=True) + # Conservative monthly publication proxy: mid-next-month business day. + cpi["released_at"] = pd.to_datetime(cpi["timestamp"]) + pd.offsets.MonthEnd(1) + pd.offsets.BDay(10) + daily = _business_daily_expand_from_releases(cpi, start=start, end=end) + return _apply_one_business_day_feature_lag(daily) + + +def _build_monthly_unemployment_feature( + *, + cache_dir: Path, + refresh: bool, + start: str, + end: str | None, +) -> pd.DataFrame: + unrate = _fred_frame("UNRATE", cache_dir=cache_dir, refresh=refresh) + # Conservative publication proxy: 10 business days after month end. + unrate["released_at"] = pd.to_datetime(unrate["timestamp"]) + pd.offsets.MonthEnd(1) + pd.offsets.BDay(10) + daily = _business_daily_expand_from_releases(unrate, start=start, end=end) + return _apply_one_business_day_feature_lag(daily) + + +def _build_h41_rag_feature( + parquet_stem: str, + *, + cache_dir: Path, + start: str, + end: str | None, +) -> pd.DataFrame: + """Load a precomputed H.4.1-derived series and apply the standard leak-safety treatment. + + Built entirely offline from the local ``h41_pdfs/`` corpus (see + ``src/baa10y_forecasting/rag/`` and ``RAGtools/feature_docs/``) -- no live + fetch, no ``refresh`` flag, just a parquet read. ``timestamp`` in the + source parquet is the H.4.1 "week ended" (Wednesday) statement date; the + filing's actual release is the next business day (Thursday, ~4:30pm ET, + per the release date printed on the filing itself). Unlike CPI/ + unemployment's *estimated* publication lag, this is the filing's own + stated release day, not a conservative proxy. + """ + path = cache_dir / f"{parquet_stem}.parquet" + if not path.exists(): + raise RuntimeError( + f"H.4.1-derived series file not found: {path}. Run " + "src/baa10y_forecasting/rag/build_structured_series.py and/or " + "build_narrative_series.py first." + ) + frame = pd.read_parquet(path)[["timestamp", "value"]].copy() + frame["timestamp"] = pd.to_datetime(frame["timestamp"]) + frame["released_at"] = frame["timestamp"] + pd.offsets.BDay(1) + daily = _business_daily_expand_from_releases(frame, start=start, end=end) + return _apply_one_business_day_feature_lag(daily) + + +def _build_daily_fred_level_feature( + fred_id: str, + *, + cache_dir: Path, + refresh: bool, +) -> pd.DataFrame: + x = _fred_frame(fred_id, cache_dir=cache_dir, refresh=refresh) + x = _drop_weekend_timestamp_rows(x) + # Forward-fill onto the full business-day calendar so bond-market holidays + # (when equities still trade) don't leave the covariate short of the origin. + x = _business_daily_ffill(x) + return _apply_one_business_day_feature_lag(x) + + +def _build_daily_fred_return_feature( + fred_id: str, + *, + cache_dir: Path, + refresh: bool, +) -> pd.DataFrame: + x = _fred_frame(fred_id, cache_dir=cache_dir, refresh=refresh) + x = _drop_weekend_timestamp_rows(x) + x = x[x["value"] > 0].reset_index(drop=True) + # Forward-fill the *level* onto the full business-day calendar first, so a + # bond-market holiday becomes a 0-return business day rather than a gap that + # ends the covariate before the target origin. + x = _business_daily_ffill(x) + x["value"] = np.log(x["value"] / x["value"].shift(1)) + x = x.dropna(subset=["value"]).reset_index(drop=True) + return _apply_one_business_day_feature_lag(x) + + +def _build_first_available_daily_fred_return_feature( + fred_ids: list[str], + *, + cache_dir: Path, + refresh: bool, +) -> tuple[pd.DataFrame, str]: + """Try multiple FRED ids and return the first one that fetches successfully.""" + last_error: Exception | None = None + for fred_id in fred_ids: + try: + frame = _build_daily_fred_return_feature(fred_id, cache_dir=cache_dir, refresh=refresh) + return frame, fred_id + except (RuntimeError, ValueError) as exc: + last_error = exc + continue + ids = ", ".join(fred_ids) + raise RuntimeError( + f"Could not fetch any configured gold FRED series ({ids}). " + "Check FRED availability/API key or override the gold covariate setup." + ) from last_error + + +def build_baa10y_multivariate_service( # noqa: PLR0912, PLR0915 + *, + windows: tuple[int, ...] = BAA10Y_CHANGE_WINDOWS, + include_covariates: bool = True, + covariate_series_ids: list[str] | None = None, + strict_covariates: bool = False, + refresh: bool = False, + start: str = "2000-01-01", + end: str | None = None, + yahoo_cache_dir: Path | None = None, + fred_cache_dir: Path | None = None, + h41_rag_cache_dir: Path | None = None, +) -> DataService: + """Build DataService with BAA10Y target plus optional leak-safe covariates. + + Parameters + ---------- + strict_covariates : bool + If ``True``, any covariate fetch/build failure raises immediately. + If ``False`` (default), unavailable covariates are skipped with a warning. + """ + _load_fred_dotenv() + # Only forward ``cache_path`` when the caller supplies one. Passing ``None`` + # would shadow the single-variable default (repo ``data/yahoo/sp500_gspc.parquet``) + # and force every notebook run to hit Yahoo Finance live. + + fred_dir = _as_absolute_cache( + fred_cache_dir or DEFAULT_FRED_CACHE_DIR + ) + if fred_dir is None: + raise RuntimeError("Could not resolve FRED cache directory.") + + fred_dir.mkdir(parents=True, exist_ok=True) + + svc = build_baa10y_target_service( + windows=windows, + refresh=refresh, + start=start, + end=end, + fred_cache_dir=fred_dir, + ) + if not include_covariates: + return svc + + desired = covariate_series_ids or DEFAULT_COVARIATE_SERIES_IDS + desired_set = set(desired) + + yahoo_dir = _as_absolute_cache(yahoo_cache_dir or DEFAULT_YAHOO_CACHE_DIR) + if yahoo_dir is None or fred_dir is None: + raise RuntimeError("Could not resolve yahoo/fred cache directories.") + yahoo_dir.mkdir(parents=True, exist_ok=True) + + h41_rag_dir = _as_absolute_cache(h41_rag_cache_dir or DEFAULT_H41_RAG_CACHE_DIR) + if h41_rag_dir is None: + raise RuntimeError("Could not resolve H.4.1-derived-series cache directory.") + + def _handle_covariate_error(series_id: str, exc: Exception) -> None: + if strict_covariates: + raise RuntimeError(f"Failed to build required covariate {series_id!r}.") from exc + warnings.warn( + f"Skipping unavailable covariate {series_id!r}: {exc}", + stacklevel=2, + ) + + if SERIES_ID_VIX_LEVEL in desired_set or SERIES_ID_VIX_CHANGE in desired_set: + try: + vix_close = _load_yahoo_close_frame( + VIX_TICKER, + start=start, + end=end, + cache_dir=yahoo_dir, + refresh=refresh, + ) + if SERIES_ID_VIX_LEVEL in desired_set: + vix_level = _apply_one_business_day_feature_lag(_to_level_feature_from_daily(vix_close)) + svc.register( + SERIES_ID_VIX_LEVEL, + StaticFrameAdapter(vix_level), + SeriesMetadata( + series_id=SERIES_ID_VIX_LEVEL, + description="CBOE VIX close level, lagged 1 business day", + source=f"Yahoo Finance ({VIX_TICKER})", + units="index-level", + frequency="B", + table_id="yahoo:^VIX:close-l1b", + ), + ) + if SERIES_ID_VIX_CHANGE in desired_set: + vix_change = _apply_one_business_day_feature_lag(_to_log_return_feature(vix_close)) + svc.register( + SERIES_ID_VIX_CHANGE, + StaticFrameAdapter(vix_change), + SeriesMetadata( + series_id=SERIES_ID_VIX_CHANGE, + description="CBOE VIX close-to-close log return, lagged 1 business day", + source=f"Yahoo Finance ({VIX_TICKER}), derived", + units="log-return", + frequency="B", + table_id="yahoo:^VIX:log-return-l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + if SERIES_ID_VIX_LEVEL in desired_set: + _handle_covariate_error(SERIES_ID_VIX_LEVEL, exc) + if SERIES_ID_VIX_CHANGE in desired_set: + _handle_covariate_error(SERIES_ID_VIX_CHANGE, exc) + + if SERIES_ID_NASDAQ_RETURN in desired_set: + try: + nasdaq_close = _load_yahoo_close_frame( + NASDAQ_TICKER, + start=start, + end=end, + cache_dir=yahoo_dir, + refresh=refresh, + ) + nasdaq_ret = _apply_one_business_day_feature_lag(_to_log_return_feature(nasdaq_close)) + svc.register( + SERIES_ID_NASDAQ_RETURN, + StaticFrameAdapter(nasdaq_ret), + SeriesMetadata( + series_id=SERIES_ID_NASDAQ_RETURN, + description="NASDAQ Composite close-to-close log return, lagged 1 business day", + source=f"Yahoo Finance ({NASDAQ_TICKER}), derived", + units="log-return", + frequency="B", + table_id="yahoo:^IXIC:log-return-l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(SERIES_ID_NASDAQ_RETURN, exc) + + if SERIES_ID_10Y_YIELD in desired_set: + try: + dgs10 = _build_daily_fred_level_feature("DGS10", cache_dir=fred_dir, refresh=refresh) + svc.register( + SERIES_ID_10Y_YIELD, + StaticFrameAdapter(dgs10), + SeriesMetadata( + series_id=SERIES_ID_10Y_YIELD, + description="US 10-year Treasury yield level, lagged 1 business day", + source="FRED (DGS10)", + units="percent", + frequency="B", + table_id="fred:DGS10:l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(SERIES_ID_10Y_YIELD, exc) + + if SERIES_ID_2Y10Y_SPREAD in desired_set: + try: + dgs10 = _fred_frame("DGS10", cache_dir=fred_dir, refresh=refresh) + dgs2 = _fred_frame("DGS2", cache_dir=fred_dir, refresh=refresh) + spread = pd.merge( + dgs10[["timestamp", "value"]], + dgs2[["timestamp", "value"]], + on="timestamp", + how="inner", + suffixes=("_10y", "_2y"), + ) + spread["value"] = spread["value_10y"] - spread["value_2y"] + spread["released_at"] = pd.to_datetime(spread["timestamp"]) + pd.offsets.BDay(1) + # Forward-fill onto the full business-day calendar (bond-holiday safe). + spread = _business_daily_ffill(spread[["timestamp", "value", "released_at"]]) + spread = _apply_one_business_day_feature_lag(spread) + svc.register( + SERIES_ID_2Y10Y_SPREAD, + StaticFrameAdapter(spread), + SeriesMetadata( + series_id=SERIES_ID_2Y10Y_SPREAD, + description="US 10Y minus 2Y Treasury spread, lagged 1 business day", + source="FRED (DGS10, DGS2), derived", + units="percent-points", + frequency="B", + table_id="fred:DGS10-DGS2:l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(SERIES_ID_2Y10Y_SPREAD, exc) + + if SERIES_ID_FED_FUNDS in desired_set: + try: + fed = _build_daily_fred_level_feature("DFF", cache_dir=fred_dir, refresh=refresh) + svc.register( + SERIES_ID_FED_FUNDS, + StaticFrameAdapter(fed), + SeriesMetadata( + series_id=SERIES_ID_FED_FUNDS, + description="Effective federal funds rate, lagged 1 business day", + source="FRED (DFF)", + units="percent", + frequency="B", + table_id="fred:DFF:l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(SERIES_ID_FED_FUNDS, exc) + + if SERIES_ID_CPI_INFLATION_CHANGE in desired_set: + try: + cpi = _build_monthly_cpi_mom_feature( + cache_dir=fred_dir, + refresh=refresh, + start=start, + end=end, + ) + svc.register( + SERIES_ID_CPI_INFLATION_CHANGE, + StaticFrameAdapter(cpi), + SeriesMetadata( + series_id=SERIES_ID_CPI_INFLATION_CHANGE, + description="US CPI MoM log change, conservative release lag + 1B feature lag", + source="FRED (CPIAUCSL), derived", + units="log-change", + frequency="B", + table_id="fred:CPIAUCSL:mom-l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(SERIES_ID_CPI_INFLATION_CHANGE, exc) + + if SERIES_ID_UNEMPLOYMENT in desired_set: + try: + unemp = _build_monthly_unemployment_feature( + cache_dir=fred_dir, + refresh=refresh, + start=start, + end=end, + ) + svc.register( + SERIES_ID_UNEMPLOYMENT, + StaticFrameAdapter(unemp), + SeriesMetadata( + series_id=SERIES_ID_UNEMPLOYMENT, + description="US unemployment rate, conservative release lag + 1B feature lag", + source="FRED (UNRATE)", + units="percent", + frequency="B", + table_id="fred:UNRATE:l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(SERIES_ID_UNEMPLOYMENT, exc) + + if SERIES_ID_OIL_RETURN in desired_set: + try: + oil = _build_daily_fred_return_feature("DCOILWTICO", cache_dir=fred_dir, refresh=refresh) + svc.register( + SERIES_ID_OIL_RETURN, + StaticFrameAdapter(oil), + SeriesMetadata( + series_id=SERIES_ID_OIL_RETURN, + description="WTI oil spot log return, lagged 1 business day", + source="FRED (DCOILWTICO), derived", + units="log-return", + frequency="B", + table_id="fred:DCOILWTICO:log-return-l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(SERIES_ID_OIL_RETURN, exc) + + if SERIES_ID_GOLD_RETURN in desired_set: + try: + gold, gold_source_id = _build_first_available_daily_fred_return_feature( + ["GOLDAMGBD228NLBM", "GOLDPMGBD228NLBM"], + cache_dir=fred_dir, + refresh=refresh, + ) + svc.register( + SERIES_ID_GOLD_RETURN, + StaticFrameAdapter(gold), + SeriesMetadata( + series_id=SERIES_ID_GOLD_RETURN, + description="Gold fix log return, lagged 1 business day", + source=f"FRED ({gold_source_id}), derived", + units="log-return", + frequency="B", + table_id=f"fred:{gold_source_id}:log-return-l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(SERIES_ID_GOLD_RETURN, exc) + + if SERIES_ID_DOLLAR_INDEX_RETURN in desired_set: + try: + dxy = _build_daily_fred_return_feature("DTWEXBGS", cache_dir=fred_dir, refresh=refresh) + svc.register( + SERIES_ID_DOLLAR_INDEX_RETURN, + StaticFrameAdapter(dxy), + SeriesMetadata( + series_id=SERIES_ID_DOLLAR_INDEX_RETURN, + description="Trade-weighted dollar index log return, lagged 1 business day", + source="FRED (DTWEXBGS), derived", + units="log-return", + frequency="B", + table_id="fred:DTWEXBGS:log-return-l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(SERIES_ID_DOLLAR_INDEX_RETURN, exc) + + ## add for HYOAS + if SERIES_ID_HYOAS_OBSERVED_CHANGE in desired_set: + try: + hyoas_observed = _build_observed_hyoas_change_feature( + cache_dir=fred_dir, + refresh=refresh, + ) + svc.register( + SERIES_ID_HYOAS_OBSERVED_CHANGE, + StaticFrameAdapter(hyoas_observed), + SeriesMetadata( + series_id=SERIES_ID_HYOAS_OBSERVED_CHANGE, + description=( + "Observed ICE BofA US High Yield OAS daily change, " + "lagged 1 business day" + ), + source=f"FRED ({HYOAS_FRED_ID}), derived", + units="basis-points", + frequency="B", + table_id=f"fred:{HYOAS_FRED_ID}:change-1b-bps-l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error( + SERIES_ID_HYOAS_OBSERVED_CHANGE, + exc, + ) + if SERIES_ID_HYOAS_PROXY_CHANGE in desired_set: + try: + hyg_prices = _load_yahoo_close_frame( + HYG_TICKER, + start=start, + end=end, + cache_dir=yahoo_dir, + refresh=refresh, + ) + + dgs3_yield = _fred_frame( + DGS3_FRED_ID, + cache_dir=fred_dir, + refresh=refresh, + ) + dgs3_yield = _drop_weekend_timestamp_rows(dgs3_yield) + dgs3_yield = _business_daily_ffill(dgs3_yield) + + hyoas_proxy = build_hyg_dgs3_proxy( + hyg_prices=hyg_prices, + dgs3_yield=dgs3_yield, + ) + hyoas_proxy = _apply_one_business_day_feature_lag( + hyoas_proxy + ) + + svc.register( + SERIES_ID_HYOAS_PROXY_CHANGE, + StaticFrameAdapter(hyoas_proxy), + SeriesMetadata( + series_id=SERIES_ID_HYOAS_PROXY_CHANGE, + description=( + "HYG-DGS3 duration-based high-yield spread-change " + "proxy, lagged 1 business day" + ), + source=( + f"Yahoo Finance ({HYG_TICKER}) and " + f"FRED ({DGS3_FRED_ID}), derived" + ), + units="basis-points", + frequency="B", + table_id="proxy:HYG-DGS3:change-1b-bps-l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error( + SERIES_ID_HYOAS_PROXY_CHANGE, + exc, + ) + + ## H.4.1-derived covariates (RAG-built, offline, no refresh) -- see H41_RAG_SERIES_SPECS + for series_id, (parquet_stem, description, units) in H41_RAG_SERIES_SPECS.items(): + if series_id not in desired_set: + continue + try: + frame = _build_h41_rag_feature(parquet_stem, cache_dir=h41_rag_dir, start=start, end=end) + svc.register( + series_id, + StaticFrameAdapter(frame), + SeriesMetadata( + series_id=series_id, + description=description, + source="H.4.1 (Federal Reserve weekly release), RAG-derived", + units=units, + frequency="B", + table_id=f"h41_rag:{parquet_stem}:l1b", + ), + ) + except (RuntimeError, ValueError) as exc: + _handle_covariate_error(series_id, exc) + + return svc + + +__all__ = [ + "DEFAULT_COVARIATE_SERIES_IDS", + "FRED_PREFETCH_REGISTRY", + "FRED_SERIES_IDS_FOR_PREFETCH", + "SERIES_ID_10Y_YIELD", + "SERIES_ID_2Y10Y_SPREAD", + "SERIES_ID_CPI_INFLATION_CHANGE", + "SERIES_ID_DOLLAR_INDEX_RETURN", + "SERIES_ID_FED_FUNDS", + "SERIES_ID_GOLD_RETURN", + "SERIES_ID_NASDAQ_RETURN", + "SERIES_ID_OIL_RETURN", + "SERIES_ID_UNEMPLOYMENT", + "SERIES_ID_VIX_CHANGE", + "SERIES_ID_VIX_LEVEL", + "BAA10Y_FRED_ID", + "BAA10Y_CHANGE_SERIES_ID", + "BAA10Y_CHANGE_TARGETS", + "BAA10Y_CHANGE_WINDOWS", + "BAA10Y_WINDOW_LABELS", + "StaticFrameAdapter", + "baa10y_change_series_id", + "build_baa10y_target_service", + "build_baa10y_multivariate_service", + "HYOAS_OPTIONAL_COVARIATE_SERIES_IDS", + "SERIES_ID_HYOAS_OBSERVED_CHANGE", + "SERIES_ID_HYOAS_PROXY_CHANGE", + "H41_RAG_OPTIONAL_COVARIATE_SERIES_IDS", + "H41_RAG_SERIES_SPECS", + "SERIES_ID_RESERVE_BALANCES_LEVEL", + "SERIES_ID_QT_INTENSITY", + "SERIES_ID_FACILITY_STRESS", + "SERIES_ID_CREDIT_STRESS_NARRATIVE_MEDIAN", + "SERIES_ID_CREDIT_STRESS_NARRATIVE_MAX", + "SERIES_ID_LIQUIDITY_NARRATIVE_MEDIAN", + "SERIES_ID_LIQUIDITY_NARRATIVE_MAX", + "SERIES_ID_INTERVENTION_NARRATIVE_MEDIAN", + "SERIES_ID_INTERVENTION_NARRATIVE_MAX", +] \ No newline at end of file diff --git a/implementations/BAA10Y_forecasting/hyoas_proxy.py b/implementations/BAA10Y_forecasting/hyoas_proxy.py new file mode 100644 index 00000000..e8ceffe7 --- /dev/null +++ b/implementations/BAA10Y_forecasting/hyoas_proxy.py @@ -0,0 +1,52 @@ +"""Approved HYOAS proxy calculations. generated by ChatGtP""" +import numpy as np +import pandas as pd + +HYOAS_FRED_ID = "BAMLH0A0HYM2" +HYG_TICKER = "HYG" +DGS3_FRED_ID = "DGS3" +HYG_DURATION_YEARS = 3 + + +def build_hyg_dgs3_proxy( + hyg_prices: pd.DataFrame, + dgs3_yield: pd.DataFrame, + *, + duration: float = HYG_DURATION_YEARS, +) -> pd.DataFrame: + """Construct a daily HYOAS-change proxy in basis points. + + Expected columns: + hyg_prices: timestamp, value + dgs3_yield: timestamp, value + + HYG returns are decimals. + DGS3 levels are percentages. + """ + + hyg = hyg_prices[["timestamp", "value"]].copy() + treasury = dgs3_yield[["timestamp", "value"]].copy() + + hyg["timestamp"] = pd.to_datetime(hyg["timestamp"]) + treasury["timestamp"] = pd.to_datetime(treasury["timestamp"]) + + hyg["hyg_return"] = np.log( + hyg["value"] / hyg["value"].shift(1) + ) + + # DGS3 is quoted in percent: 4.25 means 4.25%. + treasury["dgs3_change_decimal"] = ( + treasury["value"].diff() / 100.0 + ) + result = hyg[["timestamp", "hyg_return"]].merge( + treasury[["timestamp", "dgs3_change_decimal"]], + on="timestamp", + how="inner", + ) + result["value"] = 10_000 * ( + -result["hyg_return"] / duration + - result["dgs3_change_decimal"] + ) + result = result.dropna(subset=["value"]) + result["released_at"] = result["timestamp"] + return result[["timestamp", "value", "released_at"]] \ No newline at end of file diff --git a/implementations/BAA10Y_forecasting/leaderboard.py b/implementations/BAA10Y_forecasting/leaderboard.py new file mode 100644 index 00000000..f707b187 --- /dev/null +++ b/implementations/BAA10Y_forecasting/leaderboard.py @@ -0,0 +1,205 @@ +"""Leaderboard rows for the multivariate BAA10Y spread-change experiment. + +The notebook runs each predictor with the shared +:func:`~aieng.forecasting.evaluation.cached_multi_backtest` / +:func:`~aieng.forecasting.evaluation.multi_evaluate` helpers, which return a +``dict`` keyed by ``task_id`` (one task per horizon, targeting +``baa10y_change_{N}b``). :func:`build_leaderboard` turns the +``{predictor_id: {task_id: result}}`` mapping those produce into the +``RESULTS_DF`` frame consumed by +:func:`BAA10Y_forecasting.plots.display_multivariate_backtest_leaderboard` +(one row per predictor × horizon, with mean CRPS and next-direction metrics). + +Which predictors run, and all their hyperparameters, are configured in the +notebook — there is no model registry or dispatch here. +""" + +from __future__ import annotations + +from typing import TYPE_CHECKING + +import pandas as pd +from aieng.forecasting.data.service import DataService +from aieng.forecasting.evaluation import BacktestResult, EvalResult +from BAA10Y_forecasting.analysis import ( + build_direction_eval_frame, + direction_classification_metrics, +) + + +if TYPE_CHECKING: + from aieng.forecasting.evaluation.prediction import Prediction + + +_NAN_DIR: dict[str, float | int] = { + "dir_precision_up": float("nan"), + "dir_recall_up": float("nan"), + "dir_f1_up": float("nan"), + "dir_accuracy": float("nan"), + "dir_roc_auc_prob_up": float("nan"), + "dir_n_eval": 0, +} + + +def build_spread_change_compare_frame( + predictions: list[Prediction], + data_service: DataService, + target_series_id: str, +) -> pd.DataFrame: + """One row per scored prediction: realised return vs forecast median and 5–95% band. + + The realized values, forecasts, and quantiles are already measured in basis + points. Rows whose ``forecast_date`` has no realised observation are + dropped. + """ + from datetime import datetime, timezone # noqa: PLC0415 + + from aieng.forecasting.evaluation.prediction import ContinuousForecast # noqa: PLC0415 + + as_of_now = datetime.now(tz=timezone.utc).replace(tzinfo=None) + full = data_service.get_series(target_series_id, as_of=as_of_now).copy() + full["timestamp"] = pd.to_datetime(full["timestamp"]) + lookup = full.set_index("timestamp")["value"] + + rows: list[dict[str, object]] = [] + for pred in predictions: + if not isinstance(pred.payload, ContinuousForecast): + continue + ts = pd.Timestamp(pred.forecast_date) + if ts not in lookup.index: + continue + qmap = pred.payload.quantiles + med = qmap.get(0.5, pred.payload.point_forecast) + rows.append( + { + "session": ts, + "actual_spread_change": float(lookup.loc[ts]), + "forecast_spread_change": float(med), + "forecast_spread_change_p05": float(qmap.get(0.05, float("nan"))), + "forecast_spread_change_p95": float(qmap.get(0.95, float("nan"))), + } + ) + if not rows: + return pd.DataFrame() + return pd.DataFrame(rows).sort_values("session").reset_index(drop=True) + + +def _direction_metrics_row( + *, + predictions: list[Prediction], + data_service: DataService, + target_series_id: str, +) -> dict[str, float | int]: + eval_df = build_direction_eval_frame( + predictions, + target_series_id=target_series_id, + data_service=data_service, + ) + if eval_df.empty: + return dict(_NAN_DIR) + m = direction_classification_metrics(eval_df) + return { + "dir_precision_up": float(m.get("precision_up", float("nan"))), + "dir_recall_up": float(m.get("recall_up", float("nan"))), + "dir_f1_up": float(m.get("f1_up", float("nan"))), + "dir_accuracy": float(m.get("accuracy", float("nan"))), + "dir_roc_auc_prob_up": float(m.get("roc_auc_prob_up", float("nan"))), + "dir_n_eval": int(m.get("n", 0)), + } + + +def _leaderboard_row( + *, + predictor_id: str, + result: BacktestResult | EvalResult, + data_service: DataService, + covariates: list[str], + label: str, +) -> dict[str, object]: + """Build one leaderboard row from a single (predictor, task) result.""" + # BacktestResult carries ``spec``; EvalResult carries ``eval_spec`` — both + # expose the same ``.task``. + spec = getattr(result, "spec", None) or result.eval_spec + target_series_id = spec.task.target_series_id + dir_row = _direction_metrics_row( + predictions=result.predictions, + data_service=data_service, + target_series_id=target_series_id, + ) + row: dict[str, object] = { + "horizon": int(max(spec.task.horizons)), + "target": target_series_id, + "model": label, + "uses_covariates": bool(covariates), + "n_covariates": len(covariates), + "covariates": ", ".join(covariates) if covariates else "—", + "predictor_id": predictor_id, + "mean_crps": float(result.mean_score), + "n_scores": int(len(result.scores)), + "n_predictions": int(len(result.predictions)), + "skipped_origins": int(getattr(result, "skipped_origins", 0)), + **dir_row, + } + run_number = getattr(result, "run_number", None) + if run_number is not None: + row["run_number"] = int(run_number) + return row + + +def build_leaderboard( + results_by_predictor: dict[str, dict[str, BacktestResult | EvalResult]], + data_service: DataService, + *, + covariates_by_predictor: dict[str, list[str]] | None = None, + labels_by_predictor: dict[str, str] | None = None, +) -> pd.DataFrame: + """Assemble a ``RESULTS_DF`` leaderboard from cached backtest/eval results. + + Parameters + ---------- + results_by_predictor + ``{predictor_id: {task_id: result}}`` as returned by looping + :func:`~aieng.forecasting.evaluation.cached_multi_backtest` (or + :func:`~aieng.forecasting.evaluation.multi_evaluate`) over a list of + predictors. Backtest and eval results are both accepted; eval rows get a + ``run_number`` column. + data_service + Service that registers the target series (used for the next-direction + metrics that align each forecast with its realised spread change). + covariates_by_predictor + Optional ``{predictor_id: [series_id, ...]}`` so the ``uses_covariates`` / + ``covariates`` columns reflect each predictor's covariate panel. A + predictor absent from the mapping is treated as target-only. + labels_by_predictor + Optional ``{predictor_id: short_label}`` driving the ``model`` column (and + the bar-chart labels). Falls back to ``predictor_id``. + + Returns + ------- + pandas.DataFrame + One row per (predictor, horizon), sorted by ``(horizon, mean_crps)``. + """ + covariates_by_predictor = covariates_by_predictor or {} + labels_by_predictor = labels_by_predictor or {} + + rows: list[dict[str, object]] = [] + for predictor_id, task_results in results_by_predictor.items(): + for result in task_results.values(): + rows.append( + _leaderboard_row( + predictor_id=predictor_id, + result=result, + data_service=data_service, + covariates=list(covariates_by_predictor.get(predictor_id, [])), + label=labels_by_predictor.get(predictor_id, predictor_id), + ) + ) + if not rows: + return pd.DataFrame() + return pd.DataFrame(rows).sort_values(["horizon", "mean_crps"], na_position="last").reset_index(drop=True) + + +__all__ = [ + "build_leaderboard", + "build_spread_change_compare_frame", +] diff --git a/implementations/BAA10Y_forecasting/plots.py b/implementations/BAA10Y_forecasting/plots.py new file mode 100644 index 00000000..8eb1a88e --- /dev/null +++ b/implementations/BAA10Y_forecasting/plots.py @@ -0,0 +1,661 @@ +"""Matplotlib helpers for the multivariate BAA10Y demo notebook. + BAA10Y spread changes and their forecasts are assumed to be stored in basis + points. No additional percentage-point-to-basis-point conversion is performed + in this module. +""" + +from __future__ import annotations + +from collections.abc import Mapping +from datetime import datetime, timezone +from typing import TYPE_CHECKING + +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import plotly.graph_objects as go +from matplotlib.axes import Axes +from matplotlib.figure import Figure +from matplotlib.ticker import FuncFormatter +from plotly.subplots import make_subplots +from BAA10Y_forecasting.analysis import style_results_dataframe +from BAA10Y_forecasting.data import BAA10Y_CHANGE_SERIES_ID + + +if TYPE_CHECKING: + from aieng.forecasting.data.service import DataService + + +def plot_baa10y_spread_change_recent( + data_service: DataService, + *, + series_id: str = BAA10Y_CHANGE_SERIES_ID, + n_trading_days: int = 756, + title: str | None = None, +) -> tuple[Figure, Axes]: + """Plot recent BAA10Y spread changes in basis points. + + Parameters + ---------- + data_service + Any service that registers ``series_id`` (typically ``svc_no_cov``). + series_id + BAA10Y spread-change series ID (defaults to the 1-business-day return). + n_trading_days + How many most recent rows to show (default ~3y of sessions). + title + Figure title; a default is used when ``None``. + """ + as_of = datetime.now(tz=timezone.utc).replace(tzinfo=None) + df = data_service.get_series(series_id, as_of=as_of) + plot_df = df.sort_values("timestamp").tail(int(n_trading_days)).copy() + plot_df["timestamp"] = pd.to_datetime(plot_df["timestamp"]) + + # The target is in basis points. + plot_df["value_bp"] = pd.to_numeric( + plot_df["value"], + errors="coerce", + ) + fig, ax = plt.subplots(figsize=(10, 3.5), layout="constrained") + ax.axhline(0.0, color="0.45", linewidth=0.8, linestyle="--", zorder=1) + ax.fill_between( + plot_df["timestamp"], + 0.0, + plot_df["value_bp"], + where=plot_df["value_bp"] >= 0, + interpolate=True, + alpha=0.35, + color="#1f77b4", + linewidth=0, + ) + ax.fill_between( + plot_df["timestamp"], + 0.0, + plot_df["value_bp"], + where=plot_df["value_bp"] < 0, + interpolate=True, + alpha=0.35, + color="#d62728", + linewidth=0, + ) + ax.plot(plot_df["timestamp"], plot_df["value_bp"], color="0.15", linewidth=0.6, zorder=2) + ax.set_xlabel("Business date (target timestamp)") + ax.set_ylabel("Spread change (basis points)") + ttl = title or ( + f"Observed {series_id} (last {len(plot_df)} sessions)\nPositive: index up over the window; negative: down." + ) + ax.set_title(ttl, fontsize=11) + ax.grid(True, alpha=0.25) + fig.autofmt_xdate() + return fig, ax + + +def _signed_fill_series( + timestamps: np.ndarray, values: np.ndarray +) -> tuple[np.ndarray, np.ndarray, np.ndarray]: + """Interpolate zero crossings so two tozeroy fills meet cleanly at sign changes. + + Plotly has no ``fill_between(where=...)`` equivalent: a signed area needs two + separate traces (one masked to non-negative, one to non-positive). Without an + inserted zero point at each sign change, those traces leave a small notch + instead of a seam. + """ + if len(values) == 0: + empty = np.array([], dtype=values.dtype) + return empty, empty.astype(float), empty.astype(float) + + xs = [timestamps[0]] + ys = [float(values[0])] + for i in range(1, len(values)): + v0, v1 = float(values[i - 1]), float(values[i]) + if v0 != 0 and v1 != 0 and np.sign(v0) != np.sign(v1): + t0, t1 = timestamps[i - 1], timestamps[i] + frac = v0 / (v0 - v1) + xs.append(t0 + (t1 - t0) * frac) + ys.append(0.0) + xs.append(timestamps[i]) + ys.append(v1) + + xs_arr = np.array(xs) + ys_arr = np.array(ys, dtype=float) + pos_y = np.where(ys_arr >= 0, ys_arr, np.nan) + neg_y = np.where(ys_arr <= 0, ys_arr, np.nan) + return xs_arr, pos_y, neg_y + + +def plotly_baa10y_spread_change_recent( + data_service: DataService, + *, + series_id: str = BAA10Y_CHANGE_SERIES_ID, + n_trading_days: int = 756, + title: str | None = None, +) -> go.Figure: + """Plotly equivalent of :func:`plot_baa10y_spread_change_recent`. + + Same data prep and framing as the matplotlib version, rendered as an + interactive figure (crosshair + tooltip on hover). Plotly has no single + ``Axes`` object, so this returns just the ``Figure``. + + Parameters + ---------- + data_service + Any service that registers ``series_id`` (typically ``svc_no_cov``). + series_id + BAA10Y spread-change series ID (defaults to the 1-business-day return). + n_trading_days + How many most recent rows to show (default ~3y of sessions). + title + Figure title; a default is used when ``None``. + """ + as_of = datetime.now(tz=timezone.utc).replace(tzinfo=None) + df = data_service.get_series(series_id, as_of=as_of) + plot_df = df.sort_values("timestamp").tail(int(n_trading_days)).copy() + plot_df["timestamp"] = pd.to_datetime(plot_df["timestamp"]) + + # The target is in basis points. + plot_df["value_bp"] = pd.to_numeric( + plot_df["value"], + errors="coerce", + ) + + xs, pos_y, neg_y = _signed_fill_series( + plot_df["timestamp"].to_numpy(), + plot_df["value_bp"].to_numpy(dtype=float), + ) + + fig = go.Figure() + fig.add_trace( + go.Scatter( + x=xs, + y=pos_y, + fill="tozeroy", + mode="none", + fillcolor="rgba(42, 120, 214, 0.35)", # dataviz diverging pair, up + name="Up", + hoverinfo="skip", + ) + ) + fig.add_trace( + go.Scatter( + x=xs, + y=neg_y, + fill="tozeroy", + mode="none", + fillcolor="rgba(227, 73, 72, 0.35)", # dataviz diverging pair, down + name="Down", + hoverinfo="skip", + ) + ) + fig.add_trace( + go.Scatter( + x=plot_df["timestamp"], + y=plot_df["value_bp"], + mode="lines", + line=dict(color="rgba(38, 38, 38, 0.85)", width=1.2), + name=series_id, + hovertemplate="%{x|%Y-%m-%d}
%{y:+.2f} bp", + ) + ) + fig.add_hline(y=0.0, line_width=0.8, line_dash="dash", line_color="rgb(115, 115, 115)") + + ttl = title or ( + f"Observed {series_id} (last {len(plot_df)} sessions)
" + "Positive: index up over the window; negative: down." + ) + fig.update_layout( + title=dict(text=ttl, font=dict(size=13)), + xaxis_title="Business date (target timestamp)", + yaxis_title="Spread change (basis points)", + hovermode="x unified", + showlegend=False, + template="plotly_white", + width=1000, + height=350, + margin=dict(l=60, r=30, t=70, b=50), + ) + fig.update_xaxes( + showgrid=True, + gridcolor="rgba(0, 0, 0, 0.08)", + showspikes=True, + spikemode="across", + spikesnap="cursor", + spikecolor="rgba(120, 120, 120, 0.5)", + spikethickness=1, + ) + fig.update_yaxes(showgrid=True, gridcolor="rgba(0, 0, 0, 0.08)") + return fig + + +def plot_mean_crps_leaderboard( + results_df: pd.DataFrame, + *, + value_col: str = "mean_crps", + label_col: str = "predictor_id", + title: str = "Mean CRPS by run (lower is better)", +) -> tuple[Figure, Axes]: + """Horizontal bar chart from a ``RESULTS_DF``-style frame (single horizon).""" + d = results_df.dropna(subset=[value_col]).copy() + fig, ax = plt.subplots(figsize=(8.5, max(2.5, 0.45 * len(d) + 1)), layout="constrained") + + if d.empty: + ax.text(0.5, 0.5, "No rows with finite mean CRPS to plot.", ha="center", va="center") + ax.set_axis_off() + return fig, ax + + d = d.sort_values(value_col, ascending=True) + y = np.arange(len(d)) + viridis = plt.get_cmap("viridis") + colors = viridis(np.linspace(0.25, 0.85, len(d))) + ax.barh(y, d[value_col].to_numpy(dtype=float), color=colors, height=0.65) + ax.set_yticks(y, d[label_col].astype(str).to_list()) + ax.invert_yaxis() + ax.set_xlabel("Mean CRPS") + ax.set_title(title, fontsize=11) + ax.grid(True, axis="x", alpha=0.3) + for yi, val in zip(y, d[value_col].to_numpy(dtype=float), strict=True): + ax.text(float(val), float(yi), f" {val:.5f}", va="center", fontsize=9, color="0.2") + return fig, ax + + +def _sequential_blue_colors(n: int) -> list[str]: + """Ordinal-safe sequential blue ramp (dataviz palette steps 250 -> 700), light to dark.""" + if n <= 0: + return [] + if n == 1: + return ["rgb(13, 54, 107)"] # step 700 + start = np.array([0x86, 0xB6, 0xEF]) # step 250 + end = np.array([0x0D, 0x36, 0x6B]) # step 700 + fracs = np.linspace(0.0, 1.0, n) + return [f"rgb({r}, {g}, {b})" for r, g, b in (start + (end - start) * fracs[:, None]).round().astype(int)] + + +def plotly_mean_crps_leaderboard( + results_df: pd.DataFrame, + *, + value_col: str = "mean_crps", + label_col: str = "predictor_id", + title: str = "Mean CRPS by run (lower is better)", +) -> go.Figure: + """Plotly equivalent of :func:`plot_mean_crps_leaderboard`. + + Bars are colored by rank (light -> dark) with the dataviz palette's ordinal-safe + sequential blue ramp, rather than magnitude, matching the matplotlib version's + rank-based viridis coloring. + """ + d = results_df.dropna(subset=[value_col]).copy() + fig = go.Figure() + + if d.empty: + fig.update_layout( + annotations=[ + dict( + text="No rows with finite mean CRPS to plot.", + xref="paper", + yref="paper", + x=0.5, + y=0.5, + showarrow=False, + ) + ], + xaxis=dict(visible=False), + yaxis=dict(visible=False), + ) + return fig + + d = d.sort_values(value_col, ascending=True) + values = d[value_col].to_numpy(dtype=float) + fig.add_trace( + go.Bar( + x=values, + y=d[label_col].astype(str).to_list(), + orientation="h", + marker=dict(color=_sequential_blue_colors(len(d))), + text=[f" {v:.5f}" for v in values], + textposition="outside", + textfont=dict(size=9, color="rgb(51, 51, 51)"), + hovertemplate="%{y}
Mean CRPS: %{x:.5f}", + ) + ) + fig.update_layout( + title=dict(text=title, font=dict(size=13)), + xaxis_title="Mean CRPS", + template="plotly_white", + showlegend=False, + width=850, + height=max(250, 45 * len(d) + 100), + margin=dict(l=160, r=60, t=60, b=50), + ) + fig.update_xaxes(showgrid=True, gridcolor="rgba(0, 0, 0, 0.08)") + fig.update_yaxes(autorange="reversed") + return fig + + +def plot_mean_crps_by_horizon( + results_df: pd.DataFrame, + *, + label_col: str = "model", + title: str = "Mean CRPS by method and horizon (lower is better)", +) -> tuple[Figure, list[Axes]]: + """Small-multiples: one CRPS bar panel per horizon, methods sorted within each. + + Expects a combined frame from + :func:`~BAA10Y_forecasting.leaderboard.build_leaderboard` (with a ``horizon`` + column). Makes the "predictability decays with horizon" story visible. + """ + d = results_df.dropna(subset=["mean_crps"]).copy() + horizons = sorted(d["horizon"].unique()) if "horizon" in d.columns and not d.empty else [] + n = len(horizons) + fig, axes = plt.subplots(1, max(n, 1), figsize=(5.0 * max(n, 1), 4.0), layout="constrained", squeeze=False) + ax_row = list(axes[0]) + + if not horizons: + ax_row[0].text(0.5, 0.5, "No rows with finite mean CRPS to plot.", ha="center", va="center") + ax_row[0].set_axis_off() + return fig, ax_row + + cmap = plt.get_cmap("viridis") + for ax, h in zip(ax_row, horizons): + dh = d[d["horizon"] == h].sort_values("mean_crps", ascending=True) + y = np.arange(len(dh)) + ax.barh(y, dh["mean_crps"].to_numpy(dtype=float), color=cmap(np.linspace(0.25, 0.85, len(dh))), height=0.65) + ax.set_yticks(y, dh[label_col].astype(str).to_list(), fontsize=8) + ax.invert_yaxis() + ax.set_xlabel("Mean CRPS") + ax.set_title(f"h = {h} business day(s)", fontsize=10) + ax.grid(True, axis="x", alpha=0.3) + fig.suptitle(title, fontsize=12) + return fig, ax_row + + +def plotly_mean_crps_by_horizon( + results_df: pd.DataFrame, + *, + label_col: str = "model", + title: str = "Mean CRPS by method and horizon (lower is better)", +) -> go.Figure: + """Plotly equivalent of :func:`plot_mean_crps_by_horizon`.""" + d = results_df.dropna(subset=["mean_crps"]).copy() + horizons = sorted(d["horizon"].unique()) if "horizon" in d.columns and not d.empty else [] + + if not horizons: + fig = go.Figure() + fig.update_layout( + annotations=[ + dict( + text="No rows with finite mean CRPS to plot.", + xref="paper", + yref="paper", + x=0.5, + y=0.5, + showarrow=False, + ) + ], + xaxis=dict(visible=False), + yaxis=dict(visible=False), + ) + return fig + + n = len(horizons) + fig = make_subplots( + rows=1, + cols=n, + subplot_titles=[f"h = {h} business day(s)" for h in horizons], + horizontal_spacing=0.1, + ) + for col, h in enumerate(horizons, start=1): + dh = d[d["horizon"] == h].sort_values("mean_crps", ascending=True) + fig.add_trace( + go.Bar( + x=dh["mean_crps"].to_numpy(dtype=float), + y=dh[label_col].astype(str).to_list(), + orientation="h", + marker=dict(color=_sequential_blue_colors(len(dh))), + hovertemplate="%{y}
Mean CRPS: %{x:.5f}", + showlegend=False, + ), + row=1, + col=col, + ) + fig.update_yaxes(autorange="reversed", row=1, col=col) + fig.update_xaxes(title_text="Mean CRPS", showgrid=True, gridcolor="rgba(0, 0, 0, 0.08)", row=1, col=col) + + fig.update_layout( + title=dict(text=title, font=dict(size=14)), + template="plotly_white", + width=max(500, 380 * n), + height=420, + margin=dict(l=60, r=30, t=90, b=50), + ) + return fig + + +def plot_spread_change_forecast_vs_actual_multi( + compare_by_run: Mapping[str, pd.DataFrame], + *, + title: str | None = None, +) -> tuple[Figure, Axes]: + """Realised return (once) vs each run's median forecast, rendered as percent. + + Each value frame is from + :func:`~BAA10Y_forecasting.leaderboard.build_spread_change_compare_frame` for a + single horizon. Insertion order controls legend order. + """ + fig, ax = plt.subplots(figsize=(12, 5.0), layout="constrained", facecolor="0.98") + ax.set_facecolor("#fafafa") + + items = [(k, df) for k, df in compare_by_run.items() if df is not None and not df.empty] + if not items: + ax.text(0.5, 0.5, "No rows to plot (check data cache and backtest window).", ha="center", va="center") + ax.set_axis_off() + return fig, ax + + base = items[0][1].copy() + base["session"] = pd.to_datetime(base["session"]) + base = base.sort_values("session") + ax.axhline(0.0, color="0.5", linewidth=0.8, linestyle="--", zorder=1) + ax.plot( + base["session"].to_numpy(), + base["actual_spread_change"].to_numpy(dtype=float), + color="#0d47a1", + linewidth=2.2, + marker="o", + markersize=4, + label="Actual", + zorder=5, + ) + + cmap = plt.get_cmap("tab10") + for i, (run_key, d0) in enumerate(items): + d = d0.copy() + d["session"] = pd.to_datetime(d["session"]) + d = d.sort_values("session") + ax.plot( + d["session"].to_numpy(), + d["forecast_spread_change"].to_numpy(dtype=float), + color=cmap(i % 10), + linewidth=1.6, + linestyle="--", + marker="s", + markersize=3, + label=run_key.replace("_", " "), + zorder=4 + i * 0.01, + ) + + ttl = title or "BAA10Y spread change — forecast vs realised" + ax.set_title(ttl, fontsize=12, fontweight="600", color="0.15") + ax.set_xlabel("Session date (forecast resolution)", fontsize=10, color="0.25") + ax.set_ylabel("Spread change (basis points)", fontsize=10, color="0.25") + ax.legend(loc="upper left", framealpha=0.92, fontsize=8, ncol=2) + ax.grid(True, alpha=0.28, linestyle="-", linewidth=0.6) + ax.tick_params(axis="both", labelsize=9, colors="0.35") + ax.yaxis.set_major_formatter(FuncFormatter(lambda v, _: f"{v:,.1f}")) + fig.autofmt_xdate() + for spine in ("top", "right"): + ax.spines[spine].set_visible(False) + return fig, ax + + +# Fixed-order categorical hues (dataviz palette), slot 1 (blue) reserved for +# "Actual" above; forecast runs draw from slots 2-8 and cycle past that. +_FORECAST_RUN_COLORS = ( + "#eb6834", # orange + "#1baf7a", # aqua + "#eda100", # yellow + "#e87ba4", # magenta + "#008300", # green + "#4a3aa7", # violet + "#e34948", # red +) + + +def plotly_spread_change_forecast_vs_actual_multi( + compare_by_run: Mapping[str, pd.DataFrame], + *, + title: str | None = None, +) -> go.Figure: + """Plotly equivalent of :func:`plot_spread_change_forecast_vs_actual_multi`. + + Same data, framing, and (deliberately, for parity) the "basis points" axis + label even though the values render as percent. Plotly has no single + ``Axes`` object, so this returns just the ``Figure``. + + Parameters + ---------- + compare_by_run + Each value frame is from + :func:`~BAA10Y_forecasting.leaderboard.build_spread_change_compare_frame` + for a single horizon. Insertion order controls legend order. + title + Figure title; a default is used when ``None``. + """ + fig = go.Figure() + + items = [(k, df) for k, df in compare_by_run.items() if df is not None and not df.empty] + if not items: + fig.update_layout( + annotations=[ + dict( + text="No rows to plot (check data cache and backtest window).", + xref="paper", + yref="paper", + x=0.5, + y=0.5, + showarrow=False, + ) + ], + xaxis=dict(visible=False), + yaxis=dict(visible=False), + ) + return fig + + fig.add_hline(y=0.0, line_width=0.8, line_dash="dash", line_color="rgb(128, 128, 128)") + + base = items[0][1].copy() + base["session"] = pd.to_datetime(base["session"]) + base = base.sort_values("session") + fig.add_trace( + go.Scatter( + x=base["session"], + y=base["actual_spread_change"], + mode="lines+markers", + name="Actual", + line=dict(color="#2a78d6", width=2.2), + marker=dict(size=6, symbol="circle"), + hovertemplate="Actual: %{y:.2%}", + ) + ) + + for i, (run_key, d0) in enumerate(items): + d = d0.copy() + d["session"] = pd.to_datetime(d["session"]) + d = d.sort_values("session") + label = run_key.replace("_", " ") + fig.add_trace( + go.Scatter( + x=d["session"], + y=d["forecast_spread_change"], + mode="lines+markers", + name=label, + line=dict( + color=_FORECAST_RUN_COLORS[i % len(_FORECAST_RUN_COLORS)], + width=1.6, + dash="dash", + ), + marker=dict(size=5, symbol="square"), + hovertemplate=f"{label}: " + "%{y:+.2%}", + ) + ) + + ttl = title or "BAA10Y spread change — forecast vs realised" + fig.update_layout( + title=dict(text=ttl, font=dict(size=14, color="rgb(38, 38, 38)")), + xaxis_title="Session date (forecast resolution)", + yaxis_title="Spread change (basis points)", + hovermode="x unified", + template="plotly_white", + width=1100, + height=460, + legend=dict( + x=0.01, + y=0.99, + xanchor="left", + yanchor="top", + bgcolor="rgba(255, 255, 255, 0.85)", + font=dict(size=9), + ), + margin=dict(l=60, r=30, t=70, b=50), + ) + fig.update_xaxes( + showgrid=True, + gridcolor="rgba(0, 0, 0, 0.08)", + showspikes=True, + spikemode="across", + spikesnap="cursor", + spikecolor="rgba(120, 120, 120, 0.5)", + spikethickness=1, + ) + fig.update_yaxes( + showgrid=True, + gridcolor="rgba(0, 0, 0, 0.08)", + tickformat=".1f", + ticksuffix=" bp", + ) + return fig + + +_RESULTS_EMPTY_HINT = ( + "RESULTS_DF is empty — add at least one predictor to ``all_predictors`` in the " + "notebook's predictors cell, then re-run the backtest loop." +) + + +def display_multivariate_backtest_leaderboard(results_df: pd.DataFrame) -> None: + """Styled ``RESULTS_DF`` plus mean-CRPS bar charts (faceted by horizon when present).""" + from IPython.display import display # noqa: PLC0415 — optional notebook dependency + + if results_df.empty: + print(_RESULTS_EMPTY_HINT) + return + display(style_results_dataframe(results_df)) # type: ignore[no-untyped-call] + if "horizon" in results_df.columns and results_df["horizon"].nunique() > 1: + plot_mean_crps_by_horizon(results_df) + else: + plot_mean_crps_leaderboard(results_df, title="Mean CRPS — BAA10Y spread change " "(basis-point scale)") + plt.show() + + +def plotly_display_multivariate_backtest_leaderboard(results_df: pd.DataFrame) -> None: + """Plotly equivalent of :func:`display_multivariate_backtest_leaderboard`.""" + from IPython.display import display # noqa: PLC0415 — optional notebook dependency + + if results_df.empty: + print(_RESULTS_EMPTY_HINT) + return + display(style_results_dataframe(results_df)) # type: ignore[no-untyped-call] + if "horizon" in results_df.columns and results_df["horizon"].nunique() > 1: + fig = plotly_mean_crps_by_horizon(results_df) + else: + fig = plotly_mean_crps_leaderboard( + results_df, title="Mean CRPS — BAA10Y spread change " "(basis-point scale)" + ) + fig.show() diff --git a/implementations/BAA10Y_forecasting/predictors/__init__.py b/implementations/BAA10Y_forecasting/predictors/__init__.py new file mode 100644 index 00000000..aefc9f44 --- /dev/null +++ b/implementations/BAA10Y_forecasting/predictors/__init__.py @@ -0,0 +1,19 @@ +"""Tuned predictor recipes for the multivariate BAA10Y experiment. + +Each module here builds a fully-configured predictor instance for the BAA10Y +use case. Recipes pair a task-agnostic predictor from +:mod:`aieng.forecasting.methods` with use-case-specific configuration: prompt +overrides (what the series is and how returns behave), history windows, sampling +budgets, the optional covariate panel, and a +:attr:`~aieng.forecasting.methods.llm_processes.base.LLMPredictorConfig.variant_tag` +that keeps cached artifacts distinct from ad-hoc bare-config runs. + +The conventional numerical methods (naive floor, ETS/Kalman/AutoARIMA, Darts +linear regression / LightGBM) need no recipe — the notebook instantiates them +directly from :mod:`aieng.forecasting.methods`. +""" + +from .llmp_sampled_trajectory import build_baa10y_llmp_sampled_trajectory + + +__all__ = ["build_baa10y_llmp_sampled_trajectory"] diff --git a/implementations/BAA10Y_forecasting/predictors/llmp_sampled_trajectory.py b/implementations/BAA10Y_forecasting/predictors/llmp_sampled_trajectory.py new file mode 100644 index 00000000..2421c5eb --- /dev/null +++ b/implementations/BAA10Y_forecasting/predictors/llmp_sampled_trajectory.py @@ -0,0 +1,114 @@ +"""BAA1OY recipe: sampled-trajectory LLMP (target-only and with-covariates). + +This file is intentionally small and explicit so notebook readers can open it as +a reference recipe. The reusable method lives in ``aieng.forecasting``; this +module captures the BAA1OY prompt framing (what the series *is* and how returns +behave), the default sampling budget, the history window, and the cache tag used +by the experiment. + +Two variants share this builder: + +- **target-only** — ``covariate_series_ids=None``; the LLM sees only the return + history. +- **with-covariates** — pass the covariate panel; the predictor serializes + labeled covariate-history blocks (VIX, yields, …) into the prompt, so its CRPS + gap vs the target-only variant answers "can an LLM use the same exogenous + observations the ML methods do?". +""" + +from __future__ import annotations + +from aieng.forecasting.methods.llm_processes import ( + SampledTrajectoryLLMPredictor, + SampledTrajectoryLLMPredictorConfig, +) +from aieng.forecasting.models import LITE_MODEL + + +_DEFAULT_MODEL = LITE_MODEL +_DEFAULT_N_SAMPLES = 10 +_DEFAULT_HISTORY_WINDOW = 64 +_RECIPE_FAMILY = "baa10y_v1" + +_SERIES_DESCRIPTION = ( + "Series: change in the FRED BAA10Y corporate credit spread over " + "a fixed number of business days. BAA10Y spread between Moody;s Seasoned Baa Corporate Bond and 10-Year Treasury Constant Maturity.\n" + "Units: basis points. A positive value means spread widening;" + "a negative value means spread tightening.\n" + "Frequency: business days (Mon-Fri)." +) + +## provides BAA10Y-specific instructions to the LLM each time it generates a forecast. + +_USER_PROMPT_SUFFIX = ( + "Notes for this series:\n" + "- Spread changes are generally centered near zero, but their volatility " + "varies over time and can rise sharply during periods of market stress.\n" + "- Credit-spread changes can be asymmetric. Sudden widening may be larger " + "than routine tightening, so allow a wider positive tail when VIX, Treasury " + "yields, or other covariates indicate financial stress.\n" + "- The forecast horizon is already encoded in the target series. Predict " + "the cumulative spread change directly rather than summing a simulated " + "daily path.\n" +) + + +def build_baa10y_llmp_sampled_trajectory( + *, + model: str = _DEFAULT_MODEL, + n_samples: int = _DEFAULT_N_SAMPLES, + history_window: int | None = _DEFAULT_HISTORY_WINDOW, + covariate_series_ids: list[str] | None = None, + reasoning_effort: str | None = None, + max_tokens: int = 16384, + variant_tag: str | None = None, +) -> SampledTrajectoryLLMPredictor: + """Build the BAA10Y sampled-trajectory LLMP predictor. + + The model is a normal parameter because the base LLMP ``predictor_id`` + already includes it. The recipe tag records the BAA10Y prompt/config family, + whether the covariate panel is in context, and the cache-relevant knobs that + are not otherwise visible in the ID. + + Parameters + ---------- + model : str + Model identifier. Defaults to the lite model (``gemini-3.1-flash-lite-preview``). + n_samples : int + Number of trajectory samples to draw per prediction call. + history_window : int or None + Number of most-recent business days to include in context. + covariate_series_ids : list[str] or None + When provided, the covariate panel is serialized into the prompt + (the "with-covariates" variant). ``None`` is the target-only variant. + reasoning_effort : str or None + Provider reasoning budget. ``None`` (default) uses the provider default; + the Vector proxy rejects ``'disable'``/``'low'``. + max_tokens : int, default=16384 + Per-call output token budget. The generous default prevents truncation + on thinking models where thinking tokens consume the same budget via the + OpenAI-compatible proxy. The model only generates tokens it needs, so + non-thinking models are unaffected in cost. + variant_tag : str or None + Override the cache tag suffix. + """ + history_tag = "hfull" if history_window is None else f"h{history_window}" + sample_count_tag = f"n{n_samples}" + covariate_tag = "cov" if covariate_series_ids else "target" + resolved_variant_tag = variant_tag or f"{_RECIPE_FAMILY}_{covariate_tag}_{history_tag}_{sample_count_tag}" + + config = SampledTrajectoryLLMPredictorConfig( + model=model, + n_samples=n_samples, + history_window=history_window, + covariate_series_ids=covariate_series_ids, + reasoning_effort=reasoning_effort, + max_tokens=max_tokens, + series_description=_SERIES_DESCRIPTION, + user_prompt_suffix=_USER_PROMPT_SUFFIX, + variant_tag=resolved_variant_tag, + ) + return SampledTrajectoryLLMPredictor(config) + + +__all__ = ["build_baa10y_llmp_sampled_trajectory"] diff --git a/implementations/BAA10Y_forecasting/pyproject.toml b/implementations/BAA10Y_forecasting/pyproject.toml new file mode 100644 index 00000000..cdb7cfcd --- /dev/null +++ b/implementations/BAA10Y_forecasting/pyproject.toml @@ -0,0 +1,36 @@ +[project] +name = "baa10y-forecasting" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.12" +dependencies = [ + "chromadb>=1.5.9", + "docx2txt>=0.9", + "ipykernel>=7.3.0", + "langchain>=1.3.14", + "langchain-chroma>=1.1.0", + "langchain-community>=0.4.2", + "langchain-core>=1.5.3", + "langchain-huggingface>=1.2.2", + "langchain-text-splitters>=1.1.2", + "openai-whisper>=20250625", + "pandas>=3.0.5", + "pdfplumber>=0.11.10", + "pyarrow>=25.0.1", + "pypdf>=6.14.2", + "python-pptx>=1.0.2", + "rank-bm25>=0.2.2", + "sentence-transformers>=5.6.1", + "unstructured>=0.25.2", +] + +[project.scripts] +baa10y-forecasting = "baa10y_forecasting:main" + +[build-system] +requires = ["uv_build>=0.12.1,<0.13.0"] +build-backend = "uv_build" + +[tool.uv] +package = false diff --git a/implementations/BAA10Y_forecasting/specs/baa10y_backtest_2025.yaml b/implementations/BAA10Y_forecasting/specs/baa10y_backtest_2025.yaml new file mode 100644 index 00000000..1b56014d --- /dev/null +++ b/implementations/BAA10Y_forecasting/specs/baa10y_backtest_2025.yaml @@ -0,0 +1,48 @@ +# Main backtest spec — weekly origins across 2025 (post-cutoff). +# +# 2025 is after the Gemini training cutoff (~Jan 2025), so this is the window +# where the conventional methods AND the LLM-Process can be compared *fairly* — +# the LLM has not memorised these outcomes. Mirrors the energy reference's 2025 +# backtest window. Use it for open iteration; spend the protected 2026 eval +# (`baa10y_eval_2026.yaml`) sparingly on your finalists. +# +# This spec carries experiment design only (window + one single-horizon task per +# target). The predictor roster and hyperparameters live in the notebook. Note +# the LLMP predictors are token-heavy over ~50 weekly origins — the notebook lets +# you trim the predictor list (or widen the stride here) before enabling them. + +spec_id: baa10y_backtest_2025 + +description: >- + Main multivariate comparison: weekly origins across 2025 (post-cutoff), + forecasting close-to-close cumulative changes at 1/5/21 business days. + +tasks: + - task_id: baa10y_change_1b + target_series_id: baa10y_change_1b + horizons: [1] + frequency: B + description: >- + BAA10Y close-to-close cumulative change, 1 business day ahead + (next-session change / direction). + + - task_id: baa10y_change_5b + target_series_id: baa10y_change_5b + horizons: [5] + frequency: B + description: >- + BAA10Y close-to-close cumulative change, 5 business days ahead + (forward 1-week change). + + - task_id: baa10y_change_21b + target_series_id: baa10y_change_21b + horizons: [21] + frequency: B + description: >- + BAA10Y close-to-close cumulative change, 21 business days ahead + (forward 1-month change). + +start: "2025-01-06" +end: "2025-12-22" +stride: 5 # weekly origins (~50) +warmup: 250 diff --git a/implementations/BAA10Y_forecasting/specs/baa10y_eval_2026.yaml b/implementations/BAA10Y_forecasting/specs/baa10y_eval_2026.yaml new file mode 100644 index 00000000..e5beef03 --- /dev/null +++ b/implementations/BAA10Y_forecasting/specs/baa10y_eval_2026.yaml @@ -0,0 +1,57 @@ +# Protected eval — held-out 2026 window, scored through multi_evaluate() with a budget. + +# This is the honest scoreboard. 2026 is unambiguously after the Gemini training +# cutoff, so neither the numerical methods nor the LLM-Process can have seen the +# outcomes. Treat it as scarce: `max_runs` caps how many times the spec may be +# scored (via EvalTracker), so iterate on `baa10y_backtest_2025.yaml` and spend +# this only on a curated set of finalists (chosen in the notebook's eval cell). +# +# Loaded as a MultiTargetEvalSpec: one single-horizon task per target, all under +# a single shared run budget. One multi_evaluate() call across all three +# horizons counts as ONE run against `max_runs` — the budget is keyed by +# `spec_id`, not per-horizon. The predictor roster lives in the notebook. + +spec_id: baa10y_eval_2026 + +description: >- + Protected eval: weekly origins across early/mid 2026 (post-cutoff), + forecasting close-to-close cumulative changes at 1/5/21 business days. + +tasks: + - task_id: baa10y_change_1b + target_series_id: baa10y_change_1b + horizons: [1] + frequency: B + description: >- + BAA10Y close-to-close cumulative change, 1 business day ahead + (next-session change / direction). + + - task_id: baa10y_change_5b + target_series_id: baa10y_change_5b + horizons: [5] + frequency: B + description: >- + BAA10Y close-to-close cumulative change, 5 business days ahead + (forward 1-week change). + + - task_id: baa10y_change_21b + target_series_id: baa10y_change_21b + horizons: [21] + frequency: B + description: >- + BAA10Y close-to-close cumulative change, 21 business days ahead + (forward 1-month change). + + +# Eight weekly Tuesday origins: +# 2026-02-03, 2026-02-10, 2026-02-17, 2026-02-24, +# 2026-03-03, 2026-03-10, 2026-03-17, 2026-03-24. + +start: "2026-02-03" # The original schedule ( 2026-02-02 )included Monday, February 16, 2026, + # a U.S. market holiday. skip 2026-02-16 +end: "2026-03-24" # 8 weekly origins; all resolve at h=21 +stride: 5 # weekly origins +warmup: 250 + +# Budget cap: each multi_evaluate() call (all 3 horizons) counts as one run. +max_runs: 5 diff --git a/implementations/BAA10Y_forecasting/specs/baa10y_smoke.yaml b/implementations/BAA10Y_forecasting/specs/baa10y_smoke.yaml new file mode 100644 index 00000000..efbb5e21 --- /dev/null +++ b/implementations/BAA10Y_forecasting/specs/baa10y_smoke.yaml @@ -0,0 +1,53 @@ +# Smoke spec — fast laptop run over a short, post-cutoff (2025) window. +# +# Weekly origins in late 2025: after the Gemini training cutoff (~Jan 2025), so +# the LLM-Process rows in the notebook can be compared *fairly* against the +# conventional methods here. The notebook keeps its LLMP predictors ON for this +# window (the predictors cell gates them on a post-cutoff flag). +# +# This spec carries experiment design only — the window, stride/warmup, and one +# single-horizon task per target. WHICH predictors run (and all their +# hyperparameters, including the covariate panel) is configured in the notebook, +# not here. Each task targets `baa10y_change_{N}b` (the close-to-close cumulative +# change over N business days), so forecasting it N steps ahead resolves to +# the forward N-session return. +# +# Prerequisites (warm caches to the present first): +# uv run python scripts/fetch_sp500_market.py --refresh # ^GSPC / ^VIX / ^IXIC +# uv run python scripts/fetch_fred.py # macro covariates + +spec_id: baa10y_smoke + +description: >- + Smoke multivariate demo: weekly origins in late 2025 (post-cutoff), + forecasting close-to-close cumulative changes at 1/5/21 business days. + +tasks: + - task_id: baa10y_change_1b + target_series_id: baa10y_change_1b + horizons: [1] + frequency: B + description: >- + BAA10Y close-to-close cumulative changes, 1 business day ahead + (next-session change / direction). + + - task_id: baa10y_change_5b + target_series_id: baa10y_change_5b + horizons: [5] + frequency: B + description: >- + BAA10Y close-to-close cumulative changes, 5 business days ahead + (forward 1-week change). + + - task_id: baa10y_change_21b + target_series_id: baa10y_change_21b + horizons: [21] + frequency: B + description: >- + BAA10Y close-to-close cumulative changes, 21 business days ahead + (forward 1-month change). + +start: "2025-10-06" +end: "2025-11-14" +stride: 5 # weekly origins (~6) +warmup: 250 diff --git a/implementations/BAA10Y_forecasting/specs/baa10y_stress_2020.yaml b/implementations/BAA10Y_forecasting/specs/baa10y_stress_2020.yaml new file mode 100644 index 00000000..705b3bb9 --- /dev/null +++ b/implementations/BAA10Y_forecasting/specs/baa10y_stress_2020.yaml @@ -0,0 +1,50 @@ +# Regime-stress spec — the 2020 COVID crash, NUMERICAL METHODS ONLY. +# +# ⚠️ Keep the notebook's LLM-Process predictors OFF for this window. 2020 is +# BEFORE the Gemini training cutoff (~Jan 2025), so an LLM has effectively +# memorised these outcomes — scoring an LLMP here measures recall, not +# forecasting, and would silently flatter it in the comparison. The numerical +# methods are cutoff-safe by construction (they only see the series up to the +# origin), so this volatile window is a perfectly valid stress test *for them* — +# it's where a covariate edge is most visible. +# +# The notebook enforces "numerical only" in code: its predictors cell gates the +# LLMP variants on a post-cutoff flag that is False for this config. Use this to +# study "when do covariates help?" among the conventional methods; use the 2025 +# backtest / 2026 eval for anything involving the LLMP. + +spec_id: baa10y_stress_2020 + +description: >- + COVID-crash regime stress (numerical methods only): daily origins Feb–Apr + 2020, forecasting close-to-close cumulative changes at 1/5/21 business days. + +tasks: + - task_id: baa10y_change_1b + target_series_id: baa10y_change_1b + horizons: [1] + frequency: B + description: >- + BAA10Y close-to-close cumulative change, 1 business day ahead + (next-session change / direction). + + - task_id: baa10y_change_5b + target_series_id: baa10y_change_5b + horizons: [5] + frequency: B + description: >- + BAA10Y close-to-close cumulative change, 5 business days ahead + (forward 1-week change). + + - task_id: baa10y_change_21b + target_series_id: baa10y_change_21b + horizons: [21] + frequency: B + description: >- + BAA10Y close-to-close cumulative change, 21 business days ahead + (forward 1-month change). + +start: "2020-02-03" +end: "2020-04-30" +stride: 1 # daily origins across the crash +warmup: 250 diff --git a/implementations/BAA10Y_forecasting/src/baa10y_forecasting/__init__.py b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/__init__.py new file mode 100644 index 00000000..cc1a537e --- /dev/null +++ b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/__init__.py @@ -0,0 +1,2 @@ +def main() -> None: + print("Hello from baa10y-forecasting!") diff --git a/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/__init__.py b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/__init__.py new file mode 100644 index 00000000..3e899438 --- /dev/null +++ b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/__init__.py @@ -0,0 +1,5 @@ +"""H.4.1-derived RAG/feature-engineering package for BAA10Y forecasting. + +See ``RAGtools/feature_docs/*.md`` for the design rationale and era findings +behind every feature built here. +""" diff --git a/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/build_narrative_series.py b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/build_narrative_series.py new file mode 100644 index 00000000..3e33865b --- /dev/null +++ b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/build_narrative_series.py @@ -0,0 +1,143 @@ +"""Run the narrative-score pipeline across the full h41_pdfs/ corpus. + +Produces 6 parquet files under data/h41_rag/ (median + max per feature): + CreditStressNarrativeScore_median.parquet / _max.parquet + LiquidityNarrativeScore_median.parquet / _max.parquet + InterventionNarrativeScore_median.parquet / _max.parquet + +Pipeline (see narrative_scoring.py and the feature_docs/*.md files): + 1. Extract narrative chunks from every filing (narrative_extraction.py). + 2. Build ONE BM25 index and ONE set of E5 chunk embeddings, shared across all + three features -- only the query differs per feature. + 3. Per feature: raw keyword_freq + bm25_score + embedding_sim per chunk. + 4. Freeze calibration min/max per component across the whole corpus. + 5. Normalize, clip to [0,1], combine (equal weights, magnitude-only). + 6. Aggregate to one row per release: median and max across that release's chunks. +""" + +from __future__ import annotations + +import os + +# The E5 model is already cached locally (from 00_RagPrototype.ipynb's earlier +# work) -- force offline mode so sentence-transformers never attempts a network +# HEAD request, which fails behind this machine's corporate TLS-intercepting +# proxy (same root cause as the uv/--native-tls issue documented elsewhere). +os.environ.setdefault("HF_HUB_OFFLINE", "1") + +import sys +from datetime import timedelta +from pathlib import Path + +import numpy as np +import pandas as pd + +sys.path.insert(0, str(Path(__file__).resolve().parents[2])) + +from baa10y_forecasting.rag.lexicons import NARRATIVE_FEATURES # noqa: E402 +from baa10y_forecasting.rag.narrative_extraction import extract_narrative_chunks # noqa: E402 +from baa10y_forecasting.rag.narrative_scoring import ( # noqa: E402 + aggregate_median_max, + bm25_scores_for_query, + build_bm25_index, + combine_magnitude_only, + cosine_similarity_matrix, + keyword_freq, + normalize_and_clip, + tokenize, +) +from baa10y_forecasting.rag.paths import h41_pdfs_dir, h41_rag_output_dir # noqa: E402 + +EMBEDDING_MODEL_NAME = "intfloat/e5-base" + + +def _extract_all_chunks() -> pd.DataFrame: + pdf_paths = sorted(h41_pdfs_dir().glob("h41_*.pdf")) + print(f"Extracting narrative chunks from {len(pdf_paths)} filings...") + rows = [] + for i, pdf_path in enumerate(pdf_paths): + try: + for chunk in extract_narrative_chunks(pdf_path): + rows.append({"release_date": chunk.release_date, "page": chunk.page, "text": chunk.text}) + except Exception as exc: # noqa: BLE001 + print(f" WARNING: {pdf_path.name} failed: {type(exc).__name__}: {exc}") + if (i + 1) % 200 == 0: + print(f" processed {i + 1}/{len(pdf_paths)}...") + df = pd.DataFrame(rows).reset_index(drop=True) + print(f"Extracted {len(df)} narrative chunks from {df['release_date'].nunique()} filings.") + return df + + +def _embed_texts(texts: list[str], is_query: bool) -> np.ndarray: + from sentence_transformers import SentenceTransformer # noqa: PLC0415 -- heavy import, load once here + + model = _embed_texts._model # type: ignore[attr-defined] + prefix = "query: " if is_query else "passage: " + return model.encode([prefix + t for t in texts], show_progress_bar=True, batch_size=64) + + +def build_all() -> None: + chunks_df = _extract_all_chunks() + chunk_cache_path = h41_rag_output_dir() / "_narrative_chunks_cache.parquet" + chunks_df.to_parquet(chunk_cache_path, index=False) + print(f"Cached raw chunks to {chunk_cache_path}") + + chunk_texts = chunks_df["text"].tolist() + + print("Building shared BM25 index...") + bm25_index = build_bm25_index(chunk_texts) + + print(f"Loading embedding model ({EMBEDDING_MODEL_NAME}) and embedding all chunks (shared, once)...") + from sentence_transformers import SentenceTransformer # noqa: PLC0415 + + model = SentenceTransformer(EMBEDDING_MODEL_NAME) + _embed_texts._model = model # type: ignore[attr-defined] + chunk_embeddings = np.asarray( + model.encode(["passage: " + t for t in chunk_texts], show_progress_bar=True, batch_size=64) + ) + print(f"Chunk embeddings shape: {chunk_embeddings.shape}") + + out_dir = h41_rag_output_dir() + + for feature_name, cfg in NARRATIVE_FEATURES.items(): + print(f"\n=== {feature_name} ===") + keywords = cfg["keywords"] + bm25_query = cfg["bm25_query"] + embed_query = cfg["embed_query"] + + raw_freq = np.asarray([keyword_freq(t, keywords) for t in chunk_texts]) + raw_bm25 = bm25_scores_for_query(bm25_index, bm25_query) + query_embedding = np.asarray(model.encode(["query: " + embed_query]))[0] + raw_sim = cosine_similarity_matrix(chunk_embeddings, query_embedding) + + print( + f" raw ranges: freq [{raw_freq.min():.4f}, {raw_freq.max():.4f}] " + f"bm25 [{raw_bm25.min():.4f}, {raw_bm25.max():.4f}] " + f"sim [{raw_sim.min():.4f}, {raw_sim.max():.4f}]" + ) + + norm_freq = normalize_and_clip(raw_freq, raw_freq.min(), raw_freq.max()) + norm_bm25 = normalize_and_clip(raw_bm25, raw_bm25.min(), raw_bm25.max()) + norm_sim = normalize_and_clip(raw_sim, raw_sim.min(), raw_sim.max()) + + score = combine_magnitude_only(norm_freq, norm_bm25, norm_sim) + + chunk_scores = pd.DataFrame({"release_date": chunks_df["release_date"], "score": score}) + aggregated = aggregate_median_max(chunk_scores) + aggregated["timestamp"] = pd.to_datetime(aggregated["release_date"]) - timedelta(days=1) + + median_out = aggregated[["timestamp", "median"]].rename(columns={"median": "value"}) + max_out = aggregated[["timestamp", "max"]].rename(columns={"max": "value"}) + + median_out.sort_values("timestamp").to_parquet(out_dir / f"{feature_name}_median.parquet", index=False) + max_out.sort_values("timestamp").to_parquet(out_dir / f"{feature_name}_max.parquet", index=False) + + print( + f" wrote {feature_name}_median.parquet / _max.parquet: {len(aggregated)} rows, " + f"median range [{aggregated['median'].min():.4f}, {aggregated['median'].max():.4f}], " + f"max range [{aggregated['max'].min():.4f}, {aggregated['max'].max():.4f}]" + ) + + +if __name__ == "__main__": + build_all() diff --git a/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/build_structured_series.py b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/build_structured_series.py new file mode 100644 index 00000000..05057cfb --- /dev/null +++ b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/build_structured_series.py @@ -0,0 +1,122 @@ +"""Run structured_extraction.py across the full h41_pdfs/ corpus and write parquet. + +Produces, under data/h41_rag/: + - ReserveBalancesLevel.parquet + - SecuritiesHeldOutrightLevel.parquet (QTIntensity's raw input, kept for audit) + - QTIntensity.parquet (-diff of the above, per QTIntensity.md) + - FacilityStress.parquet + +Each parquet has exactly two columns: timestamp, value. Leak-safety (released_at, +the 1-business-day feature lag, weekly-to-daily expansion) is applied downstream +in data.py, exactly like every other covariate in this project -- this script's +only job is "PDF -> raw (date, value) pairs," per the agreed division of labor. + +Timestamp convention: the "week ended" statement date, derived as (release +date - 1 day). H.4.1 filenames (h41_YYYYMMDD.pdf) record the Thursday release +date; the statement always covers the immediately preceding Wednesday -- this +arithmetic is more robust across eras than parsing "Week ended " from the +text, whose position in the header varies (confirmed: the 2000-era header +layout splits "Week ended" and the date itself across separate lines). +""" + +from __future__ import annotations + +import sys +import warnings +from datetime import timedelta + +import pandas as pd + +sys.path.insert(0, str(__import__("pathlib").Path(__file__).resolve().parents[2])) + +from baa10y_forecasting.rag.paths import h41_pdfs_dir, h41_rag_output_dir # noqa: E402 +from baa10y_forecasting.rag.structured_extraction import ( # noqa: E402 + compute_facility_stress, + get_reserve_balances_level, + get_securities_held_outright_level, + parse_h41_filing, +) + + +def build_all() -> None: + pdf_paths = sorted(h41_pdfs_dir().glob("h41_*.pdf")) + print(f"Found {len(pdf_paths)} filings.") + + rows: list[dict] = [] + failures: list[tuple[str, str]] = [] + + for i, pdf_path in enumerate(pdf_paths): + try: + filing = parse_h41_filing(pdf_path) + timestamp = pd.Timestamp(filing.release_date_from_filename) - timedelta(days=1) + rows.append( + { + "timestamp": timestamp, + "release_date": filing.release_date_from_filename, + "reserve_balances": get_reserve_balances_level(filing), + "securities_held_outright": get_securities_held_outright_level(filing), + "facility_stress": compute_facility_stress(filing), + } + ) + except Exception as exc: # noqa: BLE001 -- one bad filing must not kill the run + failures.append((pdf_path.name, f"{type(exc).__name__}: {exc}")) + if (i + 1) % 200 == 0: + print(f" processed {i + 1}/{len(pdf_paths)}...") + + print(f"Parsed {len(rows)} filings successfully, {len(failures)} failed.") + if failures: + print("Failures:") + for name, msg in failures: + print(f" {name}: {msg}") + + df = pd.DataFrame(rows).sort_values("timestamp").reset_index(drop=True) + + missing_rb = df["reserve_balances"].isna().sum() + missing_shr = df["securities_held_outright"].isna().sum() + missing_fs = df["facility_stress"].isna().sum() + if missing_rb or missing_shr or missing_fs: + warnings.warn( + f"{missing_rb} filings missing reserve_balances, {missing_shr} missing " + f"securities_held_outright, {missing_fs} missing facility_stress " + "-- inspect before trusting the parquet output.", + stacklevel=2, + ) + + out_dir = h41_rag_output_dir() + + reserve_balances = df.dropna(subset=["reserve_balances"])[["timestamp", "reserve_balances"]].rename( + columns={"reserve_balances": "value"} + ) + reserve_balances.to_parquet(out_dir / "ReserveBalancesLevel.parquet", index=False) + + shr = df.dropna(subset=["securities_held_outright"])[["timestamp", "securities_held_outright"]].rename( + columns={"securities_held_outright": "value"} + ) + shr.to_parquet(out_dir / "SecuritiesHeldOutrightLevel.parquet", index=False) + + # QTIntensity = -diff(SecuritiesHeldOutright), per QTIntensity.md. + qt = shr.sort_values("timestamp").reset_index(drop=True).copy() + qt["value"] = -qt["value"].diff() + qt = qt.dropna(subset=["value"]).reset_index(drop=True) + qt.to_parquet(out_dir / "QTIntensity.parquet", index=False) + + facility_stress = df.dropna(subset=["facility_stress"])[["timestamp", "facility_stress"]].rename( + columns={"facility_stress": "value"} + ) + facility_stress.to_parquet(out_dir / "FacilityStress.parquet", index=False) + + print(f"\nWrote parquet files to {out_dir}:") + for name, frame in [ + ("ReserveBalancesLevel", reserve_balances), + ("SecuritiesHeldOutrightLevel", shr), + ("QTIntensity", qt), + ("FacilityStress", facility_stress), + ]: + print( + f" {name}.parquet: {len(frame)} rows, " + f"{frame['timestamp'].min().date()} to {frame['timestamp'].max().date()}" + ) + + +if __name__ == "__main__": + build_all() diff --git a/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/lexicons.py b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/lexicons.py new file mode 100644 index 00000000..860717c7 --- /dev/null +++ b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/lexicons.py @@ -0,0 +1,78 @@ +"""Keyword lexicons and queries for the three narrative-score features. + +See RAGtools/feature_docs/{CreditStressNarrativeScore,LiquidityNarrativeScore, +InterventionNarrativeScore}.md for the design rationale. Values here must match +those docs exactly -- this module is the implementation of what's written there, +not an independent design. +""" + +from __future__ import annotations + +CREDIT_STRESS_KEYWORDS: list[str] = [ + "credit tightening", + "tightening credit conditions", + "credit availability", + "funding pressures", + "credit deterioration", + "credit strains", + "credit markets", + "credit support", + "credit disruptions", + "credit facilities", + "credit risk", + "credit stress", + "credit contraction", +] +CREDIT_STRESS_BM25_QUERY = "credit stress, tightening credit conditions, funding pressures" +CREDIT_STRESS_EMBED_QUERY = "credit stress in financial markets" + +LIQUIDITY_KEYWORDS: list[str] = [ + "liquidity in short-term funding markets", + "money market pressures", + "funding markets", + "repo market", + "reserve scarcity", + "market functioning", + "liquidity facility", + "liquidity support", + "liquidity injections", + "term funding", + "commercial paper market", + "short-term funding", +] +LIQUIDITY_QUERY = "liquidity conditions and funding market stress" + +INTERVENTION_KEYWORDS: list[str] = [ + "the federal reserve announced", + "extended credit to", + "under the authority of section 13(3)", + "the committee directs the desk", + "was formed to", + "began purchasing", + "began extending loans", + "facility established", + "unusual and exigent circumstances", + "with approval of the treasury secretary", + "emergency lending", + "in response to", +] +INTERVENTION_QUERY = "Federal Reserve announces a new emergency lending facility" + + +NARRATIVE_FEATURES: dict[str, dict] = { + "CreditStressNarrativeScore": { + "keywords": CREDIT_STRESS_KEYWORDS, + "bm25_query": CREDIT_STRESS_BM25_QUERY, + "embed_query": CREDIT_STRESS_EMBED_QUERY, + }, + "LiquidityNarrativeScore": { + "keywords": LIQUIDITY_KEYWORDS, + "bm25_query": LIQUIDITY_QUERY, + "embed_query": LIQUIDITY_QUERY, + }, + "InterventionNarrativeScore": { + "keywords": INTERVENTION_KEYWORDS, + "bm25_query": INTERVENTION_QUERY, + "embed_query": INTERVENTION_QUERY, + }, +} diff --git a/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/narrative_extraction.py b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/narrative_extraction.py new file mode 100644 index 00000000..d00db1f7 --- /dev/null +++ b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/narrative_extraction.py @@ -0,0 +1,87 @@ +"""Narrative/footnote text extraction from H.4.1 filings -- the complement of +structured_extraction.py's table-line parsing. + +Approach: a real Table 1 data row always contains at least one comma-grouped +figure (e.g. "490,027") -- confirmed across every era read (2000-2025), no +narrative sentence in these filings writes a number with a thousands-separator +comma (dates like "March 17, 2020" have a comma, but not *within* a number). +So rather than positively classifying block types (headers/tables/footnotes, +per chunking_design.md's original idea -- more robust in principle but needs +per-era layout tuning we don't have time to do exhaustively), narrative text +is extracted by *exclusion*: keep every line that does NOT contain a +comma-grouped number, drop short boilerplate/header lines, and group what's +left into paragraph-like chunks. +""" + +from __future__ import annotations + +import re +from dataclasses import dataclass +from pathlib import Path + +import pdfplumber + +from baa10y_forecasting.rag.structured_extraction import _release_date_from_filename + +_COMMA_NUMBER = re.compile(r"\d{1,3}(?:,\d{3})+") +# Small-value table rows (e.g. "Repurchase agreements6 32 + 30 + 32 0") have no +# comma-grouped figure but use the signed change-column notation ("+ 30", "- 174") +# -- confirmed leaking into "narrative" chunks without this check. Real prose in +# these filings never writes a bare sign directly against a number this way. +_SIGNED_NUMBER = re.compile(r"[+\-]\s*\d+") +_MIN_LINE_LEN = 30 # drops page headers, "H.4.1", standalone page numbers, etc. + + +@dataclass +class NarrativeChunk: + release_date: str # YYYY-MM-DD, from filename + page: int + text: str + + +def _is_narrative_line(line: str) -> bool: + line = line.strip() + if len(line) < _MIN_LINE_LEN: + return False + if _COMMA_NUMBER.search(line) or _SIGNED_NUMBER.search(line): + return False + return True + + +def extract_narrative_chunks(pdf_path: Path, max_chars: int = 800) -> list[NarrativeChunk]: + """Group consecutive narrative-candidate lines per page into chunks. + + A run of narrative lines ends when a table-row line (or a too-short/ + boilerplate line) breaks it, or when the accumulated text would exceed + ``max_chars`` -- these filings' narrative sections are short (footnotes, + a paragraph or two of announcement text), so a simple length cap without + the oversized-block fallback logic ``00_RagPrototype.ipynb`` needed for + longer documents is sufficient here. + """ + release_date = _release_date_from_filename(pdf_path) + chunks: list[NarrativeChunk] = [] + + with pdfplumber.open(pdf_path) as pdf: + for page_num, page in enumerate(pdf.pages, start=1): + text = page.extract_text() or "" + buffer: list[str] = [] + buffer_len = 0 + + def flush() -> None: + nonlocal buffer, buffer_len + if buffer: + chunks.append(NarrativeChunk(release_date, page_num, " ".join(buffer))) + buffer, buffer_len = [], 0 + + for raw_line in text.splitlines(): + line = raw_line.strip() + if _is_narrative_line(line): + if buffer_len + len(line) > max_chars: + flush() + buffer.append(line) + buffer_len += len(line) + 1 + else: + flush() + flush() + + return chunks diff --git a/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/narrative_scoring.py b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/narrative_scoring.py new file mode 100644 index 00000000..97cbb39a --- /dev/null +++ b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/narrative_scoring.py @@ -0,0 +1,78 @@ +"""Per-chunk scoring pipeline for the narrative-score features. + +Implements RAGtools/feature_docs/CreditStressNarrativeScore.md's pipeline: +keyword_freq + bm25_score + embedding_sim per chunk, min-max normalized against +frozen corpus-wide calibration stats, clipped to [0,1], combined via equal +weights (magnitude-only), aggregated per release to median + max. +""" + +from __future__ import annotations + +import re + +import numpy as np +import pandas as pd +from rank_bm25 import BM25Okapi + +_TOKEN_RE = re.compile(r"[a-z0-9]+") + + +def tokenize(text: str) -> list[str]: + return _TOKEN_RE.findall(text.lower()) + + +def keyword_freq(text: str, keywords: list[str]) -> float: + """(# keyword-phrase hits) / (total tokens), case-insensitive substring count.""" + tokens = tokenize(text) + if not tokens: + return 0.0 + text_lower = text.lower() + hits = sum(text_lower.count(kw.lower()) for kw in keywords) + return hits / len(tokens) + + +def build_bm25_index(chunk_texts: list[str]) -> BM25Okapi: + return BM25Okapi([tokenize(t) for t in chunk_texts]) + + +def bm25_scores_for_query(index: BM25Okapi, query: str) -> np.ndarray: + return np.asarray(index.get_scores(tokenize(query))) + + +def cosine_similarity_matrix(chunk_embeddings: np.ndarray, query_embedding: np.ndarray) -> np.ndarray: + chunk_norms = np.linalg.norm(chunk_embeddings, axis=1) + query_norm = np.linalg.norm(query_embedding) + dot = chunk_embeddings @ query_embedding + denom = chunk_norms * query_norm + denom[denom == 0] = 1e-10 + return dot / denom + + +def normalize_and_clip(raw: np.ndarray, calib_min: float, calib_max: float) -> np.ndarray: + """Min-max normalize against frozen calibration bounds, then clip to [0,1]. + + See CreditStressNarrativeScore.md's Normalization section: values outside + the calibration snapshot's observed range are expected as the corpus grows + and must be clipped, not left to blow the combined score's [0,1] bound. + """ + span = calib_max - calib_min + if span == 0: + return np.zeros_like(raw) + norm = (raw - calib_min) / span + return np.clip(norm, 0.0, 1.0) + + +def combine_magnitude_only( + norm_freq: np.ndarray, + norm_bm25: np.ndarray, + norm_sim: np.ndarray, + weights: tuple[float, float, float] = (1 / 3, 1 / 3, 1 / 3), +) -> np.ndarray: + w1, w2, w3 = weights + return w1 * norm_freq + w2 * norm_bm25 + w3 * norm_sim + + +def aggregate_median_max(chunk_scores: pd.DataFrame) -> pd.DataFrame: + """chunk_scores: columns [release_date, score]. Returns one row per release_date.""" + grouped = chunk_scores.groupby("release_date")["score"] + return grouped.agg(median="median", max="max").reset_index() diff --git a/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/paths.py b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/paths.py new file mode 100644 index 00000000..3cde8d6e --- /dev/null +++ b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/paths.py @@ -0,0 +1,28 @@ +"""Repo-root-relative path resolution, mirroring ``data.py``'s ``_repo_root`` convention.""" + +from __future__ import annotations + +from pathlib import Path + + +def repo_root() -> Path: + """Walk up from this file looking for the sibling ``aieng-forecasting`` dir. + + Same approach as ``BAA10Y_forecasting.data._repo_root`` -- kept independent + (not imported from there) so this package has no dependency on ``data.py``. + """ + here = Path(__file__).resolve() + for p in (here, *here.parents): + if (p / "aieng-forecasting").is_dir(): + return p + raise RuntimeError("Could not locate repo root (no ancestor with an 'aieng-forecasting' dir).") + + +def h41_pdfs_dir() -> Path: + return repo_root() / "h41_pdfs" + + +def h41_rag_output_dir() -> Path: + out = repo_root() / "data" / "h41_rag" + out.mkdir(parents=True, exist_ok=True) + return out diff --git a/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/structured_extraction.py b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/structured_extraction.py new file mode 100644 index 00000000..4464e2c1 --- /dev/null +++ b/implementations/BAA10Y_forecasting/src/baa10y_forecasting/rag/structured_extraction.py @@ -0,0 +1,292 @@ +"""Deterministic table-line extraction from H.4.1 filings -- no RAG/embeddings involved. + +Implements the definitions and era findings documented in ``RAGtools/feature_docs/``: +``ReserveBalancesLevel.md``, ``QTIntensity.md`` (the underlying "Securities held +outright" level; the week-over-week diff is applied downstream, not here), and +``FacilityStress.md`` (the exclusion-based leaf sum). + +Table 1 ("Factors Affecting Reserve Balances") is plain, digitally-generated text +in every filing read so far (2000-2025) -- one table row per text line, label +followed by the "week ended" / current-level column as the *first* number, with +change columns and the Wednesday level following it. No OCR, no ruling-line-based +table detection needed; a line-oriented regex is more robust here than pdfplumber's +table-finder given how much the table's visual layout has changed across eras. +""" + +from __future__ import annotations + +import re +from dataclasses import dataclass +from pathlib import Path + +import pdfplumber + + +_NUMBER = r"-?[\d,]+(?:\.\d+)?" +# Footnote markers appear two ways across eras: bare trailing digits +# ("outright1"), or parenthesized, sometimes multi-digit ("Banks (6)", +# "account (2,3)" -- confirmed in the 2000-era filings). Both must be +# consumed before the value, or the match fails outright on 2000-era text. +_LINE_RE = re.compile( + r"^(?P