{
  "generated_at": "2026-09-07T15:06:35Z",
  "method_version": "1.0",
  "cities": [
    {
      "city": "Las Vegas",
      "state": "Nevada",
      "state_abbr": "NV",
      "county": "Clark County",
      "lat": 36.1699,
      "lon": -115.1398,
      "slug": "las-vegas-nv",
      "state_slug": "nevada",
      "score": 91,
      "solar_score": 95,
      "seasonal_score": 96,
      "hazard_resilience_score": 83,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 17583,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.779,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 4,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 1
    },
    {
      "city": "Boise",
      "state": "Idaho",
      "state_abbr": "ID",
      "county": "Ada County",
      "lat": 43.615,
      "lon": -116.2023,
      "slug": "boise-id",
      "state_slug": "idaho",
      "score": 89,
      "solar_score": 85,
      "seasonal_score": 86,
      "hazard_resilience_score": 87,
      "affordability_score": 100,
      "annual_solar_kwh_10kw": 16838,
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      "winter_to_average_ratio": 0.721,
      "electricity_rate_cents_kwh": 12,
      "fema_disasters_20yr": 3,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 2
    },
    {
      "city": "Henderson",
      "state": "Nevada",
      "state_abbr": "NV",
      "county": "Clark County",
      "lat": 36.0395,
      "lon": -114.9817,
      "slug": "henderson-nv",
      "state_slug": "nevada",
      "score": 87,
      "solar_score": 85,
      "seasonal_score": 96,
      "hazard_resilience_score": 83,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 16796,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.779,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 4,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 3
    },
    {
      "city": "Tucson",
      "state": "Arizona",
      "state_abbr": "AZ",
      "county": "Pima County",
      "lat": 32.2226,
      "lon": -110.9747,
      "slug": "tucson-az",
      "state_slug": "arizona",
      "score": 87,
      "solar_score": 85,
      "seasonal_score": 100,
      "hazard_resilience_score": 83,
      "affordability_score": 83,
      "annual_solar_kwh_10kw": 16822,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.809,
      "electricity_rate_cents_kwh": 16,
      "fema_disasters_20yr": 4,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 4
    },
    {
      "city": "Albuquerque",
      "state": "New Mexico",
      "state_abbr": "NM",
      "county": "Bernalillo County",
      "lat": 35.0844,
      "lon": -106.6504,
      "slug": "albuquerque-nm",
      "state_slug": "new-mexico",
      "score": 86,
      "solar_score": 86,
      "seasonal_score": 98,
      "hazard_resilience_score": 75,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 16892,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.787,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 6,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 5
    },
    {
      "city": "El Paso",
      "state": "Texas",
      "state_abbr": "TX",
      "county": "El Paso County",
      "lat": 31.7619,
      "lon": -106.485,
      "slug": "el-paso-tx",
      "state_slug": "texas",
      "score": 83,
      "solar_score": 85,
      "seasonal_score": 100,
      "hazard_resilience_score": 62,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 16776,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.813,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 9,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 6
    },
    {
      "city": "Salt Lake City",
      "state": "Utah",
      "state_abbr": "UT",
      "county": "Salt Lake County",
      "lat": 40.7608,
      "lon": -111.891,
      "slug": "salt-lake-city-ut",
      "state_slug": "utah",
      "score": 82,
      "solar_score": 79,
      "seasonal_score": 90,
      "hazard_resilience_score": 66,
      "affordability_score": 100,
      "annual_solar_kwh_10kw": 16324,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.743,
      "electricity_rate_cents_kwh": 12,
      "fema_disasters_20yr": 8,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 7
    },
    {
      "city": "Cheyenne",
      "state": "Wyoming",
      "state_abbr": "WY",
      "county": "Laramie County",
      "lat": 41.14,
      "lon": -104.8202,
      "slug": "cheyenne-wy",
      "state_slug": "wyoming",
      "score": 81,
      "solar_score": 60,
      "seasonal_score": 89,
      "hazard_resilience_score": 87,
      "affordability_score": 100,
      "annual_solar_kwh_10kw": 14786,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.74,
      "electricity_rate_cents_kwh": 12,
      "fema_disasters_20yr": 3,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 8
    },
    {
      "city": "Phoenix",
      "state": "Arizona",
      "state_abbr": "AZ",
      "county": "Maricopa County",
      "lat": 33.4484,
      "lon": -112.074,
      "slug": "phoenix-az",
      "state_slug": "arizona",
      "score": 80,
      "solar_score": 87,
      "seasonal_score": 100,
      "hazard_resilience_score": 54,
      "affordability_score": 83,
      "annual_solar_kwh_10kw": 16945,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.8,
      "electricity_rate_cents_kwh": 16,
      "fema_disasters_20yr": 11,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 9
    },
    {
      "city": "Mesa",
      "state": "Arizona",
      "state_abbr": "AZ",
      "county": "Maricopa County",
      "lat": 33.4152,
      "lon": -111.8315,
      "slug": "mesa-az",
      "state_slug": "arizona",
      "score": 80,
      "solar_score": 87,
      "seasonal_score": 100,
      "hazard_resilience_score": 54,
      "affordability_score": 83,
      "annual_solar_kwh_10kw": 16942,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.8,
      "electricity_rate_cents_kwh": 16,
      "fema_disasters_20yr": 11,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 10
    },
    {
      "city": "Chandler",
      "state": "Arizona",
      "state_abbr": "AZ",
      "county": "Maricopa County",
      "lat": 33.3062,
      "lon": -111.8413,
      "slug": "chandler-az",
      "state_slug": "arizona",
      "score": 80,
      "solar_score": 87,
      "seasonal_score": 100,
      "hazard_resilience_score": 54,
      "affordability_score": 83,
      "annual_solar_kwh_10kw": 16931,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.801,
      "electricity_rate_cents_kwh": 16,
      "fema_disasters_20yr": 11,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 11
    },
    {
      "city": "Scottsdale",
      "state": "Arizona",
      "state_abbr": "AZ",
      "county": "Maricopa County",
      "lat": 33.4942,
      "lon": -111.9261,
      "slug": "scottsdale-az",
      "state_slug": "arizona",
      "score": 80,
      "solar_score": 87,
      "seasonal_score": 100,
      "hazard_resilience_score": 54,
      "affordability_score": 83,
      "annual_solar_kwh_10kw": 16949,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.799,
      "electricity_rate_cents_kwh": 16,
      "fema_disasters_20yr": 11,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 12
    },
    {
      "city": "Portland",
      "state": "Oregon",
      "state_abbr": "OR",
      "county": "Multnomah County",
      "lat": 45.5152,
      "lon": -122.6784,
      "slug": "portland-or",
      "state_slug": "oregon",
      "score": 77,
      "solar_score": 71,
      "seasonal_score": 83,
      "hazard_resilience_score": 71,
      "affordability_score": 91,
      "annual_solar_kwh_10kw": 15648,
      "monthly_solar_kwh_10kw": [
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        1201,
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      "winter_to_average_ratio": 0.706,
      "electricity_rate_cents_kwh": 14,
      "fema_disasters_20yr": 7,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 13
    },
    {
      "city": "Denver",
      "state": "Colorado",
      "state_abbr": "CO",
      "county": "Denver County",
      "lat": 39.7392,
      "lon": -104.9903,
      "slug": "denver-co",
      "state_slug": "colorado",
      "score": 76,
      "solar_score": 62,
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      "hazard_resilience_score": 75,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 14926,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.751,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 6,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 14
    },
    {
      "city": "Aurora",
      "state": "Colorado",
      "state_abbr": "CO",
      "county": "Arapahoe County",
      "lat": 39.7294,
      "lon": -104.8319,
      "slug": "aurora-co",
      "state_slug": "colorado",
      "score": 76,
      "solar_score": 62,
      "seasonal_score": 91,
      "hazard_resilience_score": 75,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 14927,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.751,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 6,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 15
    },
    {
      "city": "Wichita",
      "state": "Kansas",
      "state_abbr": "KS",
      "county": "Sedgwick County",
      "lat": 37.6872,
      "lon": -97.3301,
      "slug": "wichita-ks",
      "state_slug": "kansas",
      "score": 76,
      "solar_score": 64,
      "seasonal_score": 94,
      "hazard_resilience_score": 71,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 15131,
      "monthly_solar_kwh_10kw": [
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        1182,
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      "winter_to_average_ratio": 0.767,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 7,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 16
    },
    {
      "city": "Plano",
      "state": "Texas",
      "state_abbr": "TX",
      "county": "Collin County",
      "lat": 33.0198,
      "lon": -96.6989,
      "slug": "plano-tx",
      "state_slug": "texas",
      "score": 76,
      "solar_score": 68,
      "seasonal_score": 100,
      "hazard_resilience_score": 58,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 15402,
      "monthly_solar_kwh_10kw": [
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        1216,
        1351,
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        1537,
        1537,
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      "winter_to_average_ratio": 0.802,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 10,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 17
    },
    {
      "city": "Lubbock",
      "state": "Texas",
      "state_abbr": "TX",
      "county": "Lubbock County",
      "lat": 33.5779,
      "lon": -101.8552,
      "slug": "lubbock-tx",
      "state_slug": "texas",
      "score": 75,
      "solar_score": 68,
      "seasonal_score": 100,
      "hazard_resilience_score": 54,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 15458,
      "monthly_solar_kwh_10kw": [
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        1219,
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      "winter_to_average_ratio": 0.799,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 11,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 18
    },
    {
      "city": "Indianapolis",
      "state": "Indiana",
      "state_abbr": "IN",
      "county": "Marion County",
      "lat": 39.7684,
      "lon": -86.1581,
      "slug": "indianapolis-in",
      "state_slug": "indiana",
      "score": 74,
      "solar_score": 62,
      "seasonal_score": 91,
      "hazard_resilience_score": 66,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 14923,
      "monthly_solar_kwh_10kw": [
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        1161,
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      "winter_to_average_ratio": 0.751,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 8,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 19
    },
    {
      "city": "Lincoln",
      "state": "Nebraska",
      "state_abbr": "NE",
      "county": "Lancaster County",
      "lat": 40.8136,
      "lon": -96.7026,
      "slug": "lincoln-ne",
      "state_slug": "nebraska",
      "score": 73,
      "solar_score": 60,
      "seasonal_score": 90,
      "hazard_resilience_score": 58,
      "affordability_score": 100,
      "annual_solar_kwh_10kw": 14819,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.743,
      "electricity_rate_cents_kwh": 12,
      "fema_disasters_20yr": 10,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 20
    },
    {
      "city": "Kansas City",
      "state": "Missouri",
      "state_abbr": "MO",
      "county": "Jackson County",
      "lat": 39.0997,
      "lon": -94.5786,
      "slug": "kansas-city-mo",
      "state_slug": "missouri",
      "score": 73,
      "solar_score": 62,
      "seasonal_score": 92,
      "hazard_resilience_score": 58,
      "affordability_score": 91,
      "annual_solar_kwh_10kw": 14990,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.756,
      "electricity_rate_cents_kwh": 14,
      "fema_disasters_20yr": 10,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 21
    },
    {
      "city": "Virginia Beach",
      "state": "Virginia",
      "state_abbr": "VA",
      "county": "Virginia Beach City",
      "lat": 36.8529,
      "lon": -75.978,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 22
    },
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      "state_abbr": "NC",
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      "state_slug": "north-carolina",
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      "rank": 23
    },
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      "city": "Toledo",
      "state": "Ohio",
      "state_abbr": "OH",
      "county": "Lucas County",
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      "electricity_rate_cents_kwh": 16,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 24
    },
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      "city": "Fort Wayne",
      "state": "Indiana",
      "state_abbr": "IN",
      "county": "Allen County",
      "lat": 41.0793,
      "lon": -85.1394,
      "slug": "fort-wayne-in",
      "state_slug": "indiana",
      "score": 72,
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      "annual_solar_kwh_10kw": 14792,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.741,
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      "electricity_source": "starter estimate",
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      "rank": 25
    },
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      "city": "Fort Worth",
      "state": "Texas",
      "state_abbr": "TX",
      "county": "Tarrant County",
      "lat": 32.7555,
      "lon": -97.3308,
      "slug": "fort-worth-tx",
      "state_slug": "texas",
      "score": 72,
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      "hazard_resilience_score": 45,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 15376,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.805,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 13,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 26
    },
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      "city": "Atlanta",
      "state": "Georgia",
      "state_abbr": "GA",
      "county": "Fulton County",
      "lat": 33.749,
      "lon": -84.388,
      "slug": "atlanta-ga",
      "state_slug": "georgia",
      "score": 72,
      "solar_score": 60,
      "seasonal_score": 100,
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      "affordability_score": 87,
      "annual_solar_kwh_10kw": 14775,
      "monthly_solar_kwh_10kw": [
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        1414,
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      "winter_to_average_ratio": 0.798,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 11,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 27
    },
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      "city": "Arlington",
      "state": "Texas",
      "state_abbr": "TX",
      "county": "Tarrant County",
      "lat": 32.7357,
      "lon": -97.1081,
      "slug": "arlington-tx",
      "state_slug": "texas",
      "score": 72,
      "solar_score": 67,
      "seasonal_score": 100,
      "hazard_resilience_score": 45,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 15374,
      "monthly_solar_kwh_10kw": [
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        1214,
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      "winter_to_average_ratio": 0.805,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 13,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 28
    },
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      "city": "Columbus",
      "state": "Ohio",
      "state_abbr": "OH",
      "county": "Franklin County",
      "lat": 39.9612,
      "lon": -82.9988,
      "slug": "columbus-oh",
      "state_slug": "ohio",
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      "seasonal_score": 91,
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      "affordability_score": 83,
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      "winter_to_average_ratio": 0.749,
      "electricity_rate_cents_kwh": 16,
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      "rank": 29
    },
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      "city": "Cincinnati",
      "state": "Ohio",
      "state_abbr": "OH",
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      "lat": 39.1031,
      "lon": -84.512,
      "slug": "cincinnati-oh",
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      "affordability_score": 83,
      "annual_solar_kwh_10kw": 14290,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.756,
      "electricity_rate_cents_kwh": 16,
      "fema_disasters_20yr": 6,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 30
    },
    {
      "city": "Cleveland",
      "state": "Ohio",
      "state_abbr": "OH",
      "county": "Cuyahoga County",
      "lat": 41.4993,
      "lon": -81.6944,
      "slug": "cleveland-oh",
      "state_slug": "ohio",
      "score": 72,
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      "annual_solar_kwh_10kw": 14050,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.737,
      "electricity_rate_cents_kwh": 16,
      "fema_disasters_20yr": 5,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 31
    },
    {
      "city": "Sioux Falls",
      "state": "South Dakota",
      "state_abbr": "SD",
      "county": "Minnehaha County",
      "lat": 43.5446,
      "lon": -96.7311,
      "slug": "sioux-falls-sd",
      "state_slug": "south-dakota",
      "score": 71,
      "solar_score": 57,
      "seasonal_score": 86,
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      "affordability_score": 91,
      "annual_solar_kwh_10kw": 14546,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.722,
      "electricity_rate_cents_kwh": 14,
      "fema_disasters_20yr": 9,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 32
    },
    {
      "city": "Colorado Springs",
      "state": "Colorado",
      "state_abbr": "CO",
      "county": "El Paso County",
      "lat": 38.8339,
      "lon": -104.8214,
      "slug": "colorado-springs-co",
      "state_slug": "colorado",
      "score": 71,
      "solar_score": 63,
      "seasonal_score": 92,
      "hazard_resilience_score": 54,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 15017,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.758,
      "electricity_rate_cents_kwh": 15,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 33
    },
    {
      "city": "Dallas",
      "state": "Texas",
      "state_abbr": "TX",
      "county": "Dallas County",
      "lat": 32.7767,
      "lon": -96.797,
      "slug": "dallas-tx",
      "state_slug": "texas",
      "score": 71,
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      "seasonal_score": 100,
      "hazard_resilience_score": 41,
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      "annual_solar_kwh_10kw": 15378,
      "monthly_solar_kwh_10kw": [
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        1214,
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      "winter_to_average_ratio": 0.805,
      "electricity_rate_cents_kwh": 15,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 34
    },
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      "city": "Knoxville",
      "state": "Tennessee",
      "state_abbr": "TN",
      "county": "Knox County",
      "lat": 35.9606,
      "lon": -83.9207,
      "slug": "knoxville-tn",
      "state_slug": "tennessee",
      "score": 71,
      "solar_score": 58,
      "seasonal_score": 96,
      "hazard_resilience_score": 50,
      "affordability_score": 96,
      "annual_solar_kwh_10kw": 14604,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.78,
      "electricity_rate_cents_kwh": 13,
      "fema_disasters_20yr": 12,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 35
    },
    {
      "city": "Des Moines",
      "state": "Iowa",
      "state_abbr": "IA",
      "county": "Polk County",
      "lat": 41.5868,
      "lon": -93.625,
      "slug": "des-moines-ia",
      "state_slug": "iowa",
      "score": 70,
      "solar_score": 59,
      "seasonal_score": 88,
      "hazard_resilience_score": 54,
      "affordability_score": 91,
      "annual_solar_kwh_10kw": 14741,
      "monthly_solar_kwh_10kw": [
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        992,
        1142,
        1315,
        1465,
        1552,
        1552,
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      "winter_to_average_ratio": 0.737,
      "electricity_rate_cents_kwh": 14,
      "fema_disasters_20yr": 11,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 36
    },
    {
      "city": "Billings",
      "state": "Montana",
      "state_abbr": "MT",
      "county": "Yellowstone County",
      "lat": 45.7833,
      "lon": -108.5007,
      "slug": "billings-mt",
      "state_slug": "montana",
      "score": 70,
      "solar_score": 60,
      "seasonal_score": 83,
      "hazard_resilience_score": 58,
      "affordability_score": 91,
      "annual_solar_kwh_10kw": 14822,
      "monthly_solar_kwh_10kw": [
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        1137,
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        1601,
        1601,
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      "winter_to_average_ratio": 0.704,
      "electricity_rate_cents_kwh": 14,
      "fema_disasters_20yr": 10,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 37
    },
    {
      "city": "Laredo",
      "state": "Texas",
      "state_abbr": "TX",
      "county": "Webb County",
      "lat": 27.5036,
      "lon": -99.5076,
      "slug": "laredo-tx",
      "state_slug": "texas",
      "score": 70,
      "solar_score": 68,
      "seasonal_score": 100,
      "hazard_resilience_score": 37,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 15450,
      "monthly_solar_kwh_10kw": [
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        1228,
        1348,
        1451,
        1511,
        1511,
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        1228,
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      "winter_to_average_ratio": 0.826,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 15,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 38
    },
    {
      "city": "Madison",
      "state": "Wisconsin",
      "state_abbr": "WI",
      "county": "Dane County",
      "lat": 43.0731,
      "lon": -89.4012,
      "slug": "madison-wi",
      "state_slug": "wisconsin",
      "score": 70,
      "solar_score": 57,
      "seasonal_score": 86,
      "hazard_resilience_score": 71,
      "affordability_score": 74,
      "annual_solar_kwh_10kw": 14593,
      "monthly_solar_kwh_10kw": [
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        1126,
        1306,
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        1550,
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      "winter_to_average_ratio": 0.725,
      "electricity_rate_cents_kwh": 18,
      "fema_disasters_20yr": 7,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 39
    },
    {
      "city": "Richmond",
      "state": "Virginia",
      "state_abbr": "VA",
      "county": "Richmond City",
      "lat": 37.5407,
      "lon": -77.436,
      "slug": "richmond-va",
      "state_slug": "virginia",
      "score": 70,
      "solar_score": 56,
      "seasonal_score": 94,
      "hazard_resilience_score": 54,
      "affordability_score": 91,
      "annual_solar_kwh_10kw": 14446,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 14,
      "fema_disasters_20yr": 11,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 40
    },
    {
      "city": "Birmingham",
      "state": "Alabama",
      "state_abbr": "AL",
      "county": "Jefferson County",
      "lat": 33.5186,
      "lon": -86.8104,
      "slug": "birmingham-al",
      "state_slug": "alabama",
      "score": 70,
      "solar_score": 68,
      "seasonal_score": 100,
      "hazard_resilience_score": 37,
      "affordability_score": 83,
      "annual_solar_kwh_10kw": 15452,
      "monthly_solar_kwh_10kw": [
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        1218,
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      "electricity_rate_cents_kwh": 16,
      "fema_disasters_20yr": 15,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 41
    },
    {
      "city": "Jackson",
      "state": "Mississippi",
      "state_abbr": "MS",
      "county": "Hinds County",
      "lat": 32.2988,
      "lon": -90.1848,
      "slug": "jackson-ms",
      "state_slug": "mississippi",
      "score": 70,
      "solar_score": 67,
      "seasonal_score": 100,
      "hazard_resilience_score": 33,
      "affordability_score": 91,
      "annual_solar_kwh_10kw": 15330,
      "monthly_solar_kwh_10kw": [
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        1212,
        1343,
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        1522,
        1522,
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      "winter_to_average_ratio": 0.809,
      "electricity_rate_cents_kwh": 14,
      "fema_disasters_20yr": 16,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 42
    },
    {
      "city": "Washington",
      "state": "District of Columbia",
      "state_abbr": "DC",
      "county": "District of Columbia",
      "lat": 38.9072,
      "lon": -77.0369,
      "slug": "washington-dc",
      "state_slug": "district-of-columbia",
      "score": 70,
      "solar_score": 54,
      "seasonal_score": 92,
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      "annual_solar_kwh_10kw": 14309,
      "monthly_solar_kwh_10kw": [
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        1115,
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        1404,
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      "winter_to_average_ratio": 0.757,
      "electricity_rate_cents_kwh": 19,
      "fema_disasters_20yr": 6,
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      "electricity_source": "starter estimate",
      "hazard_source": "starter estimate",
      "rank": 43
    },
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      "city": "Savannah",
      "state": "Georgia",
      "state_abbr": "GA",
      "county": "Chatham County",
      "lat": 32.0809,
      "lon": -81.0912,
      "slug": "savannah-ga",
      "state_slug": "georgia",
      "score": 70,
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      "seasonal_score": 100,
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      "affordability_score": 87,
      "annual_solar_kwh_10kw": 14608,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.81,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 12,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 44
    },
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      "city": "Raleigh",
      "state": "North Carolina",
      "state_abbr": "NC",
      "county": "Wake County",
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      "lon": -78.6382,
      "slug": "raleigh-nc",
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      "affordability_score": 91,
      "annual_solar_kwh_10kw": 14622,
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      "rank": 45
    },
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      "city": "Durham",
      "state": "North Carolina",
      "state_abbr": "NC",
      "county": "Durham County",
      "lat": 35.994,
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      "slug": "durham-nc",
      "state_slug": "north-carolina",
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      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.78,
      "electricity_rate_cents_kwh": 14,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 46
    },
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      "city": "Pittsburgh",
      "state": "Pennsylvania",
      "state_abbr": "PA",
      "county": "Allegheny County",
      "lat": 40.4406,
      "lon": -79.9959,
      "slug": "pittsburgh-pa",
      "state_slug": "pennsylvania",
      "score": 70,
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      "seasonal_score": 90,
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      "annual_solar_kwh_10kw": 14156,
      "monthly_solar_kwh_10kw": [
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        960,
        1099,
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        879
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      "winter_to_average_ratio": 0.745,
      "electricity_rate_cents_kwh": 19,
      "fema_disasters_20yr": 5,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 47
    },
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      "city": "Seattle",
      "state": "Washington",
      "state_abbr": "WA",
      "county": "King County",
      "lat": 47.6062,
      "lon": -122.3321,
      "slug": "seattle-wa",
      "state_slug": "washington",
      "score": 69,
      "solar_score": 68,
      "seasonal_score": 80,
      "hazard_resilience_score": 37,
      "affordability_score": 100,
      "annual_solar_kwh_10kw": 15439,
      "monthly_solar_kwh_10kw": [
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        1180,
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        1579,
        1685,
        1685,
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      "winter_to_average_ratio": 0.69,
      "electricity_rate_cents_kwh": 12,
      "fema_disasters_20yr": 15,
      "data_status": "refreshed from available public sources",
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 48
    },
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      "city": "Lexington",
      "state": "Kentucky",
      "state_abbr": "KY",
      "county": "Fayette County",
      "lat": 38.0406,
      "lon": -84.5037,
      "slug": "lexington-ky",
      "state_slug": "kentucky",
      "score": 69,
      "solar_score": 55,
      "seasonal_score": 94,
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      "affordability_score": 96,
      "annual_solar_kwh_10kw": 14396,
      "monthly_solar_kwh_10kw": [
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        992,
        1124,
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        1483,
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      "winter_to_average_ratio": 0.764,
      "electricity_rate_cents_kwh": 13,
      "fema_disasters_20yr": 12,
      "data_status": "refreshed from available public sources",
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 49
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      "city": "Little Rock",
      "state": "Arkansas",
      "state_abbr": "AR",
      "county": "Pulaski County",
      "lat": 34.7465,
      "lon": -92.2896,
      "slug": "little-rock-ar",
      "state_slug": "arkansas",
      "score": 69,
      "solar_score": 68,
      "seasonal_score": 98,
      "hazard_resilience_score": 24,
      "affordability_score": 96,
      "annual_solar_kwh_10kw": 15425,
      "monthly_solar_kwh_10kw": [
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        1213,
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        1556,
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      "winter_to_average_ratio": 0.79,
      "electricity_rate_cents_kwh": 13,
      "fema_disasters_20yr": 18,
      "data_status": "refreshed from available public sources",
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 50
    },
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      "city": "Greensboro",
      "state": "North Carolina",
      "state_abbr": "NC",
      "county": "Guilford County",
      "lat": 36.0726,
      "lon": -79.792,
      "slug": "greensboro-nc",
      "state_slug": "north-carolina",
      "score": 69,
      "solar_score": 57,
      "seasonal_score": 96,
      "hazard_resilience_score": 45,
      "affordability_score": 91,
      "annual_solar_kwh_10kw": 14593,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.779,
      "electricity_rate_cents_kwh": 14,
      "fema_disasters_20yr": 13,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 51
    },
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      "city": "Detroit",
      "state": "Michigan",
      "state_abbr": "MI",
      "county": "Wayne County",
      "lat": 42.3314,
      "lon": -83.0458,
      "slug": "detroit-mi",
      "state_slug": "michigan",
      "score": 69,
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      "seasonal_score": 87,
      "hazard_resilience_score": 79,
      "affordability_score": 70,
      "annual_solar_kwh_10kw": 13967,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.731,
      "electricity_rate_cents_kwh": 19,
      "fema_disasters_20yr": 5,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 52
    },
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      "city": "Fresno",
      "state": "California",
      "state_abbr": "CA",
      "county": "Fresno County",
      "lat": 36.7378,
      "lon": -119.7871,
      "slug": "fresno-ca",
      "state_slug": "california",
      "score": 69,
      "solar_score": 94,
      "seasonal_score": 95,
      "hazard_resilience_score": 58,
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      "annual_solar_kwh_10kw": 17526,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.774,
      "electricity_rate_cents_kwh": 32,
      "fema_disasters_20yr": 10,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 53
    },
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      "city": "Stockton",
      "state": "California",
      "state_abbr": "CA",
      "county": "San Joaquin County",
      "lat": 37.9577,
      "lon": -121.2908,
      "slug": "stockton-ca",
      "state_slug": "california",
      "score": 69,
      "solar_score": 93,
      "seasonal_score": 94,
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      "annual_solar_kwh_10kw": 17404,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.765,
      "electricity_rate_cents_kwh": 32,
      "fema_disasters_20yr": 9,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 54
    },
    {
      "city": "Louisville",
      "state": "Kentucky",
      "state_abbr": "KY",
      "county": "Jefferson County",
      "lat": 38.2527,
      "lon": -85.7585,
      "slug": "louisville-ky",
      "state_slug": "kentucky",
      "score": 68,
      "solar_score": 63,
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      "annual_solar_kwh_10kw": 15075,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.763,
      "electricity_rate_cents_kwh": 13,
      "fema_disasters_20yr": 16,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 55
    },
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      "city": "Nashville",
      "state": "Tennessee",
      "state_abbr": "TN",
      "county": "Davidson County",
      "lat": 36.1627,
      "lon": -86.7816,
      "slug": "nashville-tn",
      "state_slug": "tennessee",
      "score": 68,
      "solar_score": 66,
      "seasonal_score": 96,
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      "annual_solar_kwh_10kw": 15284,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.779,
      "electricity_rate_cents_kwh": 13,
      "fema_disasters_20yr": 18,
      "data_status": "refreshed from available public sources",
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 56
    },
    {
      "city": "Chicago",
      "state": "Illinois",
      "state_abbr": "IL",
      "county": "Cook County",
      "lat": 41.8781,
      "lon": -87.6298,
      "slug": "chicago-il",
      "state_slug": "illinois",
      "score": 68,
      "solar_score": 59,
      "seasonal_score": 88,
      "hazard_resilience_score": 58,
      "affordability_score": 74,
      "annual_solar_kwh_10kw": 14712,
      "monthly_solar_kwh_10kw": [
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        988,
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      "winter_to_average_ratio": 0.734,
      "electricity_rate_cents_kwh": 18,
      "fema_disasters_20yr": 10,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 57
    },
    {
      "city": "Milwaukee",
      "state": "Wisconsin",
      "state_abbr": "WI",
      "county": "Milwaukee County",
      "lat": 43.0389,
      "lon": -87.9065,
      "slug": "milwaukee-wi",
      "state_slug": "wisconsin",
      "score": 68,
      "solar_score": 57,
      "seasonal_score": 86,
      "hazard_resilience_score": 62,
      "affordability_score": 74,
      "annual_solar_kwh_10kw": 14596,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.725,
      "electricity_rate_cents_kwh": 18,
      "fema_disasters_20yr": 9,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 58
    },
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      "city": "Wilmington",
      "state": "Delaware",
      "state_abbr": "DE",
      "county": "New Castle County",
      "lat": 39.7391,
      "lon": -75.5398,
      "slug": "wilmington-de",
      "state_slug": "delaware",
      "score": 68,
      "solar_score": 53,
      "seasonal_score": 91,
      "hazard_resilience_score": 66,
      "affordability_score": 74,
      "annual_solar_kwh_10kw": 14226,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.751,
      "electricity_rate_cents_kwh": 18,
      "fema_disasters_20yr": 8,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 59
    },
    {
      "city": "Sacramento",
      "state": "California",
      "state_abbr": "CA",
      "county": "Sacramento County",
      "lat": 38.5816,
      "lon": -121.4944,
      "slug": "sacramento-ca",
      "state_slug": "california",
      "score": 68,
      "solar_score": 92,
      "seasonal_score": 93,
      "hazard_resilience_score": 58,
      "affordability_score": 13,
      "annual_solar_kwh_10kw": 17342,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 32,
      "fema_disasters_20yr": 10,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 60
    },
    {
      "city": "Oakland",
      "state": "California",
      "state_abbr": "CA",
      "county": "Alameda County",
      "lat": 37.8044,
      "lon": -122.2711,
      "slug": "oakland-ca",
      "state_slug": "california",
      "score": 68,
      "solar_score": 93,
      "seasonal_score": 94,
      "hazard_resilience_score": 58,
      "affordability_score": 13,
      "annual_solar_kwh_10kw": 17420,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 32,
      "fema_disasters_20yr": 10,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 61
    },
    {
      "city": "Reno",
      "state": "Nevada",
      "state_abbr": "NV",
      "county": "Washoe County",
      "lat": 39.5296,
      "lon": -119.8138,
      "slug": "reno-nv",
      "state_slug": "nevada",
      "score": 67,
      "solar_score": 91,
      "seasonal_score": 91,
      "hazard_resilience_score": 0,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 17247,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 38,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 62
    },
    {
      "city": "Corpus Christi",
      "state": "Texas",
      "state_abbr": "TX",
      "county": "Nueces County",
      "lat": 27.8006,
      "lon": -97.3964,
      "slug": "corpus-christi-tx",
      "state_slug": "texas",
      "score": 67,
      "solar_score": 68,
      "seasonal_score": 100,
      "hazard_resilience_score": 24,
      "affordability_score": 87,
      "annual_solar_kwh_10kw": 15480,
      "monthly_solar_kwh_10kw": [
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        1230,
        1350,
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      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 18,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 63
    },
    {
      "city": "San Jose",
      "state": "California",
      "state_abbr": "CA",
      "county": "Santa Clara County",
      "lat": 37.3382,
      "lon": -121.8863,
      "slug": "san-jose-ca",
      "state_slug": "california",
      "score": 67,
      "solar_score": 93,
      "seasonal_score": 94,
      "hazard_resilience_score": 50,
      "affordability_score": 13,
      "annual_solar_kwh_10kw": 17466,
      "monthly_solar_kwh_10kw": [
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        1366,
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      "rank": 64
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      "city": "San Antonio",
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      "state_abbr": "TX",
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      "state_abbr": "MN",
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      "rank": 68
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      "slug": "miami-fl",
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      "rank": 69
    },
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      "state_abbr": "TX",
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    },
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      "city": "Minneapolis",
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      "rank": 71
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      "city": "Tulsa",
      "state": "Oklahoma",
      "state_abbr": "OK",
      "county": "Tulsa County",
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      "slug": "tulsa-ok",
      "state_slug": "oklahoma",
      "score": 64,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 72
    },
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      "city": "New Orleans",
      "state": "Louisiana",
      "state_abbr": "LA",
      "county": "Orleans Parish",
      "lat": 29.9511,
      "lon": -90.0715,
      "slug": "new-orleans-la",
      "state_slug": "louisiana",
      "score": 64,
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      "annual_solar_kwh_10kw": 15695,
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      "electricity_rate_cents_kwh": 13,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 73
    },
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      "city": "Charleston",
      "state": "West Virginia",
      "state_abbr": "WV",
      "county": "Kanawha County",
      "lat": 38.3498,
      "lon": -81.6326,
      "slug": "charleston-wv",
      "state_slug": "west-virginia",
      "score": 63,
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      "winter_to_average_ratio": 0.762,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 16,
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      "rank": 74
    },
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      "city": "Charleston",
      "state": "South Carolina",
      "state_abbr": "SC",
      "county": "Charleston County",
      "lat": 32.7765,
      "lon": -79.9311,
      "slug": "charleston-sc",
      "state_slug": "south-carolina",
      "score": 63,
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      "annual_solar_kwh_10kw": 14678,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.805,
      "electricity_rate_cents_kwh": 15,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 75
    },
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      "city": "Philadelphia",
      "state": "Pennsylvania",
      "state_abbr": "PA",
      "county": "Philadelphia County",
      "lat": 39.9526,
      "lon": -75.1652,
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      "score": 63,
      "solar_score": 53,
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      "winter_to_average_ratio": 0.749,
      "electricity_rate_cents_kwh": 19,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 76
    },
    {
      "city": "Orlando",
      "state": "Florida",
      "state_abbr": "FL",
      "county": "Orange County",
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      "lon": -81.3792,
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      "state_slug": "florida",
      "score": 63,
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      "electricity_rate_cents_kwh": 15,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 77
    },
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      "city": "Spokane",
      "state": "Washington",
      "state_abbr": "WA",
      "county": "Spokane County",
      "lat": 47.6588,
      "lon": -117.426,
      "slug": "spokane-wa",
      "state_slug": "washington",
      "score": 62,
      "solar_score": 68,
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      "annual_solar_kwh_10kw": 15434,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 12,
      "fema_disasters_20yr": 22,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 78
    },
    {
      "city": "Austin",
      "state": "Texas",
      "state_abbr": "TX",
      "county": "Travis County",
      "lat": 30.2672,
      "lon": -97.7431,
      "slug": "austin-tx",
      "state_slug": "texas",
      "score": 62,
      "solar_score": 72,
      "seasonal_score": 100,
      "hazard_resilience_score": 0,
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      "annual_solar_kwh_10kw": 15727,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 15,
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      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 79
    },
    {
      "city": "Oklahoma City",
      "state": "Oklahoma",
      "state_abbr": "OK",
      "county": "Oklahoma County",
      "lat": 35.4676,
      "lon": -97.5164,
      "slug": "oklahoma-city-ok",
      "state_slug": "oklahoma",
      "score": 62,
      "solar_score": 67,
      "seasonal_score": 97,
      "hazard_resilience_score": 0,
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      "annual_solar_kwh_10kw": 15353,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 13,
      "fema_disasters_20yr": 35,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 80
    },
    {
      "city": "St. Louis",
      "state": "Missouri",
      "state_abbr": "MO",
      "county": "St. Louis City",
      "lat": 38.627,
      "lon": -90.1994,
      "slug": "st-louis-mo",
      "state_slug": "missouri",
      "score": 61,
      "solar_score": 63,
      "seasonal_score": 93,
      "hazard_resilience_score": 8,
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      "annual_solar_kwh_10kw": 15037,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 14,
      "fema_disasters_20yr": 22,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 81
    },
    {
      "city": "Baltimore",
      "state": "Maryland",
      "state_abbr": "MD",
      "county": "Baltimore City",
      "lat": 39.2904,
      "lon": -76.6122,
      "slug": "baltimore-md",
      "state_slug": "maryland",
      "score": 61,
      "solar_score": 53,
      "seasonal_score": 92,
      "hazard_resilience_score": 41,
      "affordability_score": 70,
      "annual_solar_kwh_10kw": 14271,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 19,
      "fema_disasters_20yr": 14,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 82
    },
    {
      "city": "Jersey City",
      "state": "New Jersey",
      "state_abbr": "NJ",
      "county": "Hudson County",
      "lat": 40.7178,
      "lon": -74.0431,
      "slug": "jersey-city-nj",
      "state_slug": "new-jersey",
      "score": 61,
      "solar_score": 52,
      "seasonal_score": 90,
      "hazard_resilience_score": 54,
      "affordability_score": 57,
      "annual_solar_kwh_10kw": 14128,
      "monthly_solar_kwh_10kw": [
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 83
    },
    {
      "city": "New York",
      "state": "New York",
      "state_abbr": "NY",
      "county": "New York County",
      "lat": 40.7128,
      "lon": -74.006,
      "slug": "new-york-ny",
      "state_slug": "new-york",
      "score": 60,
      "solar_score": 52,
      "seasonal_score": 90,
      "hazard_resilience_score": 62,
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      "annual_solar_kwh_10kw": 14129,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 25,
      "fema_disasters_20yr": 9,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 84
    },
    {
      "city": "Anaheim",
      "state": "California",
      "state_abbr": "CA",
      "county": "Orange County",
      "lat": 33.8366,
      "lon": -117.9143,
      "slug": "anaheim-ca",
      "state_slug": "california",
      "score": 59,
      "solar_score": 97,
      "seasonal_score": 99,
      "hazard_resilience_score": 12,
      "affordability_score": 13,
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      "rank": 85
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      "rank": 86
    },
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      "city": "Irvine",
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      "electricity_rate_cents_kwh": 32,
      "fema_disasters_20yr": 21,
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      "rank": 87
    },
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      "city": "Jacksonville",
      "state": "Florida",
      "state_abbr": "FL",
      "county": "Duval County",
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      "slug": "jacksonville-fl",
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      "annual_solar_kwh_10kw": 15033,
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      "winter_to_average_ratio": 0.824,
      "electricity_rate_cents_kwh": 15,
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      "rank": 88
    },
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      "city": "Honolulu",
      "state": "Hawaii",
      "state_abbr": "HI",
      "county": "Honolulu County",
      "lat": 21.3099,
      "lon": -157.8581,
      "slug": "honolulu-hi",
      "state_slug": "hawaii",
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      "electricity_rate_cents_kwh": 42,
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      "rank": 89
    },
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      "city": "Tampa",
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      "winter_to_average_ratio": 0.827,
      "electricity_rate_cents_kwh": 15,
      "fema_disasters_20yr": 23,
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      "rank": 90
    },
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      "city": "St. Petersburg",
      "state": "Florida",
      "state_abbr": "FL",
      "county": "Pinellas County",
      "lat": 27.7676,
      "lon": -82.6403,
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      "winter_to_average_ratio": 0.826,
      "electricity_rate_cents_kwh": 15,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 91
    },
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      "city": "Manchester",
      "state": "New Hampshire",
      "state_abbr": "NH",
      "county": "Hillsborough County",
      "lat": 42.9956,
      "lon": -71.4548,
      "slug": "manchester-nh",
      "state_slug": "new-hampshire",
      "score": 59,
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      "seasonal_score": 87,
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      "annual_solar_kwh_10kw": 13900,
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      "winter_to_average_ratio": 0.726,
      "electricity_rate_cents_kwh": 26,
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      "hazard_source": "starter estimate",
      "rank": 92
    },
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      "city": "Los Angeles",
      "state": "California",
      "state_abbr": "CA",
      "county": "Los Angeles County",
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      "lon": -118.2437,
      "slug": "los-angeles-ca",
      "state_slug": "california",
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      "annual_solar_kwh_10kw": 17795,
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      "winter_to_average_ratio": 0.795,
      "electricity_rate_cents_kwh": 32,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 93
    },
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      "city": "Riverside",
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      "state_abbr": "CA",
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      "electricity_rate_cents_kwh": 32,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 94
    },
    {
      "city": "Fargo",
      "state": "North Dakota",
      "state_abbr": "ND",
      "county": "Cass County",
      "lat": 46.8772,
      "lon": -96.7898,
      "slug": "fargo-nd",
      "state_slug": "north-dakota",
      "score": 57,
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      "annual_solar_kwh_10kw": 13212,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.696,
      "electricity_rate_cents_kwh": 12,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 95
    },
    {
      "city": "Bakersfield",
      "state": "California",
      "state_abbr": "CA",
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      "lat": 35.3733,
      "lon": -119.0187,
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      "electricity_rate_cents_kwh": 32,
      "fema_disasters_20yr": 22,
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      "rank": 96
    },
    {
      "city": "Newark",
      "state": "New Jersey",
      "state_abbr": "NJ",
      "county": "Essex County",
      "lat": 40.7357,
      "lon": -74.1724,
      "slug": "newark-nj",
      "state_slug": "new-jersey",
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      "winter_to_average_ratio": 0.743,
      "electricity_rate_cents_kwh": 22,
      "fema_disasters_20yr": 15,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 97
    },
    {
      "city": "Buffalo",
      "state": "New York",
      "state_abbr": "NY",
      "county": "Erie County",
      "lat": 42.8864,
      "lon": -78.8784,
      "slug": "buffalo-ny",
      "state_slug": "new-york",
      "score": 57,
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      "annual_solar_kwh_10kw": 13911,
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      "electricity_rate_cents_kwh": 25,
      "fema_disasters_20yr": 11,
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      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 98
    },
    {
      "city": "San Diego",
      "state": "California",
      "state_abbr": "CA",
      "county": "San Diego County",
      "lat": 32.7157,
      "lon": -117.1611,
      "slug": "san-diego-ca",
      "state_slug": "california",
      "score": 56,
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      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.805,
      "electricity_rate_cents_kwh": 32,
      "fema_disasters_20yr": 24,
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      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 99
    },
    {
      "city": "Chula Vista",
      "state": "California",
      "state_abbr": "CA",
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      "lat": 32.6401,
      "lon": -117.0842,
      "slug": "chula-vista-ca",
      "state_slug": "california",
      "score": 56,
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      "hazard_resilience_score": 0,
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      "annual_solar_kwh_10kw": 17664,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 32,
      "fema_disasters_20yr": 24,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 100
    },
    {
      "city": "Providence",
      "state": "Rhode Island",
      "state_abbr": "RI",
      "county": "Providence County",
      "lat": 41.824,
      "lon": -71.4128,
      "slug": "providence-ri",
      "state_slug": "rhode-island",
      "score": 56,
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      "seasonal_score": 88,
      "hazard_resilience_score": 66,
      "affordability_score": 22,
      "annual_solar_kwh_10kw": 14018,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.735,
      "electricity_rate_cents_kwh": 30,
      "fema_disasters_20yr": 8,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "starter estimate",
      "rank": 101
    },
    {
      "city": "Anchorage",
      "state": "Alaska",
      "state_abbr": "AK",
      "county": "Anchorage Municipality",
      "lat": 61.2181,
      "lon": -149.9003,
      "slug": "anchorage-ak",
      "state_slug": "alaska",
      "score": 55,
      "solar_score": 51,
      "seasonal_score": 61,
      "hazard_resilience_score": 62,
      "affordability_score": 48,
      "annual_solar_kwh_10kw": 14078,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 24,
      "fema_disasters_20yr": 9,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "starter estimate",
      "rank": 102
    },
    {
      "city": "Portland",
      "state": "Maine",
      "state_abbr": "ME",
      "county": "Cumberland County",
      "lat": 43.6591,
      "lon": -70.2568,
      "slug": "portland-me",
      "state_slug": "maine",
      "score": 54,
      "solar_score": 48,
      "seasonal_score": 86,
      "hazard_resilience_score": 45,
      "affordability_score": 43,
      "annual_solar_kwh_10kw": 13834,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.721,
      "electricity_rate_cents_kwh": 25,
      "fema_disasters_20yr": 13,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 103
    },
    {
      "city": "Boston",
      "state": "Massachusetts",
      "state_abbr": "MA",
      "county": "Suffolk County",
      "lat": 42.3601,
      "lon": -71.0589,
      "slug": "boston-ma",
      "state_slug": "massachusetts",
      "score": 45,
      "solar_score": 50,
      "seasonal_score": 87,
      "hazard_resilience_score": 29,
      "affordability_score": 17,
      "annual_solar_kwh_10kw": 13964,
      "monthly_solar_kwh_10kw": [
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      "electricity_rate_cents_kwh": 31,
      "fema_disasters_20yr": 17,
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      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 104
    },
    {
      "city": "Burlington",
      "state": "Vermont",
      "state_abbr": "VT",
      "county": "Chittenden County",
      "lat": 44.4759,
      "lon": -73.2121,
      "slug": "burlington-vt",
      "state_slug": "vermont",
      "score": 43,
      "solar_score": 34,
      "seasonal_score": 84,
      "hazard_resilience_score": 12,
      "affordability_score": 57,
      "annual_solar_kwh_10kw": 12752,
      "monthly_solar_kwh_10kw": [
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      "winter_to_average_ratio": 0.714,
      "electricity_rate_cents_kwh": 22,
      "fema_disasters_20yr": 21,
      "data_status": "refreshed from available public sources",
      "solar_source": "starter estimate",
      "electricity_source": "starter estimate",
      "hazard_source": "OpenFEMA declarations since 2006",
      "rank": 105
    }
  ]
}