sbb-dash/forecast_data.json at main · sbc1-code/sbb-dash · GitHub

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{
  "generated_at": "2026-10-26T19:46:14.956538+00:00",
  "model_version": "2026-06-05-general-zip-v1",
  "location": {
    "zip": "93101",
    "city": "Santa Barbara",
    "state": "California",
    "state_code": "CA",
    "country": "United States",
    "latitude": 34.4197,
    "longitude": -119.7078,
    "label": "Santa Barbara, CA 93101"
  },
  "forecast": [
    {
      "date": "2026-10-26",
      "day_name": "Monday",
      "day_short": "MON",
      "day_of_week": 0,
      "is_weekend": false,
      "month_day": "10/26",
      "demand": {
        "score": 62,
        "level": "MEDIUM",
        "factors": [
          "Ideal weather 74F (+12)"
        ],
        "recommendation": "Use normal staffing and monitor afternoon demand",
        "events": []
      },
      "weather": {
        "temp_high": 75,
        "temp_low": 57,
        "rain_prob": 0
      }
    },
    {
      "date": "2026-10-27",
      "day_name": "Tuesday",
      "day_short": "TUE",
      "day_of_week": 1,
      "is_weekend": false,
      "month_day": "10/27",
      "demand": {
        "score": 77,
        "level": "HIGH",
        "factors": [
          "Ideal weather 71F (+12)",
          "Downtown Santa Barbara Farmers Market (+15)"
        ],
        "recommendation": "Staff up, protect inventory, and prep for heavier foot traffic",
        "events": [
          {
            "name": "Downtown Santa Barbara Farmers Market",
            "type": "market"
          }
        ]
      },
      "weather": {
        "temp_high": 72,
        "temp_low": 58,
        "rain_prob": 0
      }
    },
    {
      "date": "2026-10-28",
      "day_name": "Wednesday",
      "day_short": "WED",
      "day_of_week": 2,
      "is_weekend": false,
      "month_day": "10/28",
      "demand": {
        "score": 67,
        "level": "MEDIUM",
        "factors": [
          "Midweek activity (+5)",
          "Ideal weather 69F (+12)"
        ],
        "recommendation": "Use normal staffing and monitor afternoon demand",
        "events": []
      },
      "weather": {
        "temp_high": 70,
        "temp_low": 59,
        "rain_prob": 0
      }
    },
    {
      "date": "2026-10-29",
      "day_name": "Thursday",
      "day_short": "THU",
      "day_of_week": 3,
      "is_weekend": false,
      "month_day": "10/29",
      "demand": {
        "score": 62,
        "level": "MEDIUM",
        "factors": [
          "Ideal weather 69F (+12)"
        ],
        "recommendation": "Use normal staffing and monitor afternoon demand",
        "events": []
      },
      "weather": {
        "temp_high": 69,
        "temp_low": 62,
        "rain_prob": 1
      }
    },
    {
      "date": "2026-10-30",
      "day_name": "Friday",
      "day_short": "FRI",
      "day_of_week": 4,
      "is_weekend": false,
      "month_day": "10/30",
      "demand": {
        "score": 77,
        "level": "HIGH",
        "factors": [
          "Friday activity (+15)",
          "Ideal weather 67F (+12)"
        ],
        "recommendation": "Staff up, protect inventory, and prep for heavier foot traffic",
        "events": []
      },
      "weather": {
        "temp_high": 68,
        "temp_low": 61,
        "rain_prob": 16
      }
    },
    {
      "date": "2026-10-31",
      "day_name": "Saturday",
      "day_short": "SAT",
      "day_of_week": 5,
      "is_weekend": true,
      "month_day": "10/31",
      "demand": {
        "score": 92,
        "level": "HIGH",
        "factors": [
          "Weekend traffic (+25)",
          "Ideal weather 67F (+12)",
          "37% rain chance (-10)",
          "Saturday Santa Barbara Farmers Market (+15)"
        ],
        "recommendation": "Staff up, protect inventory, and prep for heavier foot traffic",
        "events": [
          {
            "name": "Saturday Santa Barbara Farmers Market",
            "type": "market"
          }
        ]
      },
      "weather": {
        "temp_high": 67,
        "temp_low": 59,
        "rain_prob": 37
      }
    },
    {
      "date": "2026-11-01",
      "day_name": "Sunday",
      "day_short": "SUN",
      "day_of_week": 6,
      "is_weekend": true,
      "month_day": "11/01",
      "demand": {
        "score": 77,
        "level": "HIGH",
        "factors": [
          "Weekend traffic (+25)",
          "Ideal weather 68F (+12)",
          "41% rain chance (-10)"
        ],
        "recommendation": "Staff up, protect inventory, and prep for heavier foot traffic",
        "events": []
      },
      "weather": {
        "temp_high": 68,
        "temp_low": 61,
        "rain_prob": 41
      }
    }
  ],
  "events": [
    {
      "date": "2026-10-27",
      "name": "Downtown Santa Barbara Farmers Market",
      "type": "market",
      "impact": "medium",
      "estimated_visitors": 500
    },
    {
      "date": "2026-10-31",
      "name": "Saturday Santa Barbara Farmers Market",
      "type": "market",
      "impact": "medium",
      "estimated_visitors": 1000
    },
    {
      "date": "2026-11-03",
      "name": "Downtown Santa Barbara Farmers Market",
      "type": "market",
      "impact": "medium",
      "estimated_visitors": 500
    },
    {
      "date": "2026-11-07",
      "name": "Saturday Santa Barbara Farmers Market",
      "type": "market",
      "impact": "medium",
      "estimated_visitors": 1000
    }
  ],
  "data_quality": {
    "weather_available": true,
    "events_count": 4,
    "event_scope": "santa_barbara_enriched",
    "forecast_days": 7,
    "sources": [
      "Zippopotam US ZIP geocoding",
      "Open-Meteo weather",
      "Santa Barbara local event adapters"
    ]
  }
}