{
 "title": "Nomading USA: US city data for remote workers",
 "license": "CC BY 4.0",
 "url": "https://nomadingusa.com/data/",
 "dataRead": "2026-10-11",
 "cities": [
  {
   "slug": "austin-tx",
   "city": "Austin",
   "state": "TX",
   "state_name": "Texas",
   "lat": 30.2672,
   "lon": -97.7431,
   "population": 993771,
   "rent_studio_hud": 1630,
   "rent_1br_hud": 1730,
   "rent_2br_hud": 2050,
   "rent_3br_hud": 2590,
   "hud_fiscal_year": 2027,
   "hud_zips": "78701 78702 78703 78704 78705 78712 78722 78741 78746",
   "rent_1br_metro_hud": 1530,
   "hud_area": "Austin-Round Rock-San Marcos, TX MSA",
   "core_asking_rent_zillow": 1909,
   "rent_1br_census": 1593,
   "home_value_census": 571000,
   "zillow_rent_index": 1586,
   "zillow_home_value": 497418,
   "zillow_month": "2026-08-31",
   "airbnb_night": 246,
   "airbnb_kind": "median",
   "airbnb_listings": 8394,
   "airbnb_snapshot": "2026-09-17",
   "airbnb_source": "https://data.insideairbnb.com/united-states/tx/austin/2026-09-17/visualisations/listings.csv",
   "walk_2mi": 15.8,
   "walk_5mi": 13.7,
   "bike_score": 36,
   "bike_low_stress_miles": 5597.6,
   "no_car_pct": 7.4,
   "commute_drive_pct": 57.5,
   "commute_transit_pct": 3,
   "commute_walk_pct": 3.2,
   "commute_bike_pct": 0.9,
   "commute_home_pct": 24.8,
   "transit_agency": "CapMetro",
   "transit_fare": 1.25,
   "transit_day_pass": 2.5,
   "transit_source": "https://www.capmetro.org/fares",
   "internet_max_mbps": 8000,
   "internet_max_provider": "Google Fiber",
   "internet_max_coverage_pct": 87,
   "internet_from_price": 45,
   "internet_source": "https://broadbandmap.com/internet-providers/austin-tx",
   "weather_station": "AUSTIN-CAMP MABRY",
   "jan_high": 62.5,
   "jan_low": 41.8,
   "jul_high": 96.6,
   "jul_low": 75,
   "rain_in_year": 36.3,
   "air_year": 2025,
   "air_good_days": 159,
   "air_moderate_days": 200,
   "air_unhealthy_days": 6,
   "air_median_aqi": 53,
   "hazard_heat_wave": "Relatively High",
   "hazard_wildfire": "Relatively Moderate",
   "hazard_hurricane": "Relatively Low",
   "hazard_tornado": "Very High",
   "hazard_earthquake": "Very Low",
   "hazard_inland_flood": "Relatively High",
   "hazard_coastal_flood": "Not Applicable",
   "hazard_winter_weather": "Relatively Moderate",
   "hazard_drought": "Relatively Low",
   "unemployment_pct": 3.9,
   "unemployment_month": "2026-08",
   "cafes_2mi": 124,
   "coworking_2mi": 10,
   "libraries_2mi": 15,
   "breweries": 43,
   "breweries_per_100k": 4.3,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 14,
   "makerspaces_10mi": 1,
   "free_camping_areas_50mi": 0,
   "public_campgrounds_50mi": 0,
   "blm_land_within_miles": null,
   "national_forest_within_miles": null,
   "rv_parks_30mi": 84,
   "camping_read": "2026-10-09",
   "indie_scene": "yes",
   "indie_summary": "Dedicated bootstrapper meetups: Scrappy Startups runs a monthly night for pre-revenue and bootstrapped founders, and Austin Founders Feed hosts Beans & Builders coffee meetups. Capital Factory anchors the wider startup scene.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "denver-co",
   "city": "Denver",
   "state": "CO",
   "state_name": "Colorado",
   "lat": 39.7392,
   "lon": -104.9903,
   "population": 718877,
   "rent_studio_hud": 1850,
   "rent_1br_hud": 1930,
   "rent_2br_hud": 2290,
   "rent_3br_hud": 3000,
   "hud_fiscal_year": 2027,
   "hud_zips": "80202 80203 80204 80205 80206 80209 80211 80216 80218 80219 80223 80264 80290 80293 80294",
   "rent_1br_metro_hud": 1831,
   "hud_area": "Denver-Aurora-Centennial, CO MSA",
   "core_asking_rent_zillow": 1992,
   "rent_1br_census": 1653,
   "home_value_census": 616000,
   "zillow_rent_index": 1881,
   "zillow_home_value": 524695,
   "zillow_month": "2026-08-31",
   "airbnb_night": 172,
   "airbnb_kind": "median",
   "airbnb_listings": 3624,
   "airbnb_snapshot": "2026-09-25",
   "airbnb_source": "https://data.insideairbnb.com/united-states/co/denver/2026-09-25/visualisations/listings.csv",
   "walk_2mi": 15.8,
   "walk_5mi": 14.9,
   "bike_score": 47,
   "bike_low_stress_miles": 3679.8,
   "no_car_pct": 10.3,
   "commute_drive_pct": 56.1,
   "commute_transit_pct": 3.8,
   "commute_walk_pct": 3.6,
   "commute_bike_pct": 1.5,
   "commute_home_pct": 27.3,
   "transit_agency": "RTD",
   "transit_fare": 2.75,
   "transit_day_pass": 5.5,
   "transit_source": "https://www.rtd-denver.com/fares",
   "internet_max_mbps": 8000,
   "internet_max_provider": "Quantum Fiber",
   "internet_max_coverage_pct": 97,
   "internet_from_price": 50,
   "internet_source": "https://broadbandmap.com/internet-providers/denver-co",
   "weather_station": "DENVER-STAPLETON",
   "jan_high": 46.5,
   "jan_low": 17.6,
   "jul_high": 90.2,
   "jul_low": 59.3,
   "rain_in_year": 15.4,
   "air_year": 2025,
   "air_good_days": 184,
   "air_moderate_days": 175,
   "air_unhealthy_days": 6,
   "air_median_aqi": 50,
   "hazard_heat_wave": "Relatively Low",
   "hazard_wildfire": "Very Low",
   "hazard_hurricane": "Not Applicable",
   "hazard_tornado": "Relatively High",
   "hazard_earthquake": "Relatively Moderate",
   "hazard_inland_flood": "Relatively High",
   "hazard_coastal_flood": "Not Applicable",
   "hazard_winter_weather": "Relatively High",
   "hazard_drought": "Very Low",
   "unemployment_pct": 4.7,
   "unemployment_month": "2026-08",
   "cafes_2mi": 166,
   "coworking_2mi": 15,
   "libraries_2mi": 9,
   "breweries": 82,
   "breweries_per_100k": 11.4,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 20,
   "makerspaces_10mi": 3,
   "free_camping_areas_50mi": 3,
   "public_campgrounds_50mi": 48,
   "blm_land_within_miles": 25,
   "national_forest_within_miles": 25,
   "rv_parks_30mi": null,
   "camping_read": "2026-10-09",
   "indie_scene": "some",
   "indie_summary": "Strong general startup scene. Colorado Startup Week (formerly Denver Startup Week) draws 10,000+ people each September. No dedicated indie hacker or bootstrapper meetup turned up in our search.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "chicago-il",
   "city": "Chicago",
   "state": "IL",
   "state_name": "Illinois",
   "lat": 41.8781,
   "lon": -87.6298,
   "population": 2721326,
   "rent_studio_hud": 2520,
   "rent_1br_hud": 2670,
   "rent_2br_hud": 3020,
   "rent_3br_hud": 3880,
   "hud_fiscal_year": 2027,
   "hud_zips": "60601 60602 60603 60604 60605 60606 60607 60608 60610 60611 60612 60616 60622 60642 60654 60661",
   "rent_1br_metro_hud": 1780,
   "hud_area": "Chicago-Joliet-Naperville, IL HUD Metro FMR Area",
   "core_asking_rent_zillow": 2723,
   "rent_1br_census": 1399,
   "home_value_census": 341200,
   "zillow_rent_index": 2342,
   "zillow_home_value": 334030,
   "zillow_month": "2026-08-31",
   "airbnb_night": 239,
   "airbnb_kind": "median",
   "airbnb_listings": 5740,
   "airbnb_snapshot": "2026-09-19",
   "airbnb_source": "https://data.insideairbnb.com/united-states/il/chicago/2026-09-19/visualisations/listings.csv",
   "walk_2mi": 16.8,
   "walk_5mi": 15.5,
   "bike_score": 11,
   "bike_low_stress_miles": 1834.3,
   "no_car_pct": 27.4,
   "commute_drive_pct": 43.5,
   "commute_transit_pct": 20.5,
   "commute_walk_pct": 7.1,
   "commute_bike_pct": 1.8,
   "commute_home_pct": 17.6,
   "transit_agency": "CTA",
   "transit_fare": 2.75,
   "transit_day_pass": 6,
   "transit_source": "https://www.cbsnews.com/chicago/news/cta-announces-fare-pass-hike-2026",
   "internet_max_mbps": 5000,
   "internet_max_provider": "AT&T",
   "internet_max_coverage_pct": 74,
   "internet_from_price": 45,
   "internet_source": "https://broadbandmap.com/internet-providers/chicago-il",
   "weather_station": "CHICAGO MIDWAY AP",
   "jan_high": 32.7,
   "jan_low": 19.4,
   "jul_high": 85,
   "jul_low": 67.7,
   "rain_in_year": 34.4,
   "air_year": 2025,
   "air_good_days": 149,
   "air_moderate_days": 191,
   "air_unhealthy_days": 25,
   "air_median_aqi": 53,
   "hazard_heat_wave": "Very High",
   "hazard_wildfire": "Very Low",
   "hazard_hurricane": "Very Low",
   "hazard_tornado": "Very High",
   "hazard_earthquake": "Relatively High",
   "hazard_inland_flood": "Very High",
   "hazard_coastal_flood": "Relatively Low",
   "hazard_winter_weather": "Very High",
   "hazard_drought": "Very Low",
   "unemployment_pct": 5.9,
   "unemployment_month": "2026-08",
   "cafes_2mi": 268,
   "coworking_2mi": 6,
   "libraries_2mi": 12,
   "breweries": 58,
   "breweries_per_100k": 2.1,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 17,
   "makerspaces_10mi": 3,
   "free_camping_areas_50mi": 0,
   "public_campgrounds_50mi": 0,
   "blm_land_within_miles": 100,
   "national_forest_within_miles": 50,
   "rv_parks_30mi": 3,
   "camping_read": "2026-10-09",
   "indie_scene": "yes",
   "indie_summary": "Bootstrappers Breakfast Chicago is a monthly meetup for early-stage founders growing on their own cash flow, and the 1871 hub hosts developer and founder events. We could not confirm current meeting dates.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "las-vegas-nv",
   "city": "Las Vegas",
   "state": "NV",
   "state_name": "Nevada",
   "lat": 36.1699,
   "lon": -115.1398,
   "population": 678924,
   "rent_studio_hud": 1200,
   "rent_1br_hud": 1340,
   "rent_2br_hud": 1570,
   "rent_3br_hud": 2180,
   "hud_fiscal_year": 2027,
   "hud_zips": "89030 89101 89102 89104 89106 89107 89109 89169",
   "rent_1br_metro_hud": 1435,
   "hud_area": "Las Vegas-Henderson-North Las Vegas, NV MSA",
   "core_asking_rent_zillow": 1333,
   "rent_1br_census": 1320,
   "home_value_census": 458300,
   "zillow_rent_index": 1712,
   "zillow_home_value": 419144,
   "zillow_month": "2026-08-31",
   "airbnb_night": 155,
   "airbnb_kind": "median",
   "airbnb_listings": 1441,
   "airbnb_snapshot": "2026-09-20",
   "airbnb_source": "https://data.insideairbnb.com/united-states/nv/clark-county-nv/2026-09-20/visualisations/listings.csv",
   "walk_2mi": 13.9,
   "walk_5mi": 13.4,
   "bike_score": 24,
   "bike_low_stress_miles": 3009,
   "no_car_pct": 8.9,
   "commute_drive_pct": 69.9,
   "commute_transit_pct": 2.6,
   "commute_walk_pct": 1.1,
   "commute_bike_pct": 0.4,
   "commute_home_pct": 12.2,
   "transit_agency": "RTC",
   "transit_fare": 2,
   "transit_day_pass": 5,
   "transit_source": "https://www.fox5vegas.com/2026/05/05/rtc-proposes-fare-increases-service-cuts-address-1185m-budget-shortfall/",
   "internet_max_mbps": 8000,
   "internet_max_provider": "Quantum Fiber",
   "internet_max_coverage_pct": 78,
   "internet_from_price": 50,
   "internet_source": "https://broadbandmap.com/internet-providers/las-vegas-nv",
   "weather_station": "LAS VEGAS AIR TERMINAL",
   "jan_high": 58,
   "jan_low": 39.4,
   "jul_high": 103.8,
   "jul_low": 79.8,
   "rain_in_year": 4,
   "air_year": 2025,
   "air_good_days": 113,
   "air_moderate_days": 226,
   "air_unhealthy_days": 26,
   "air_median_aqi": 61,
   "hazard_heat_wave": "Very High",
   "hazard_wildfire": "Relatively High",
   "hazard_hurricane": "No Rating",
   "hazard_tornado": "Very Low",
   "hazard_earthquake": "Relatively High",
   "hazard_inland_flood": "Very High",
   "hazard_coastal_flood": "Not Applicable",
   "hazard_winter_weather": "Relatively Moderate",
   "hazard_drought": "Very Low",
   "unemployment_pct": 4.8,
   "unemployment_month": "2026-08",
   "cafes_2mi": 16,
   "coworking_2mi": 1,
   "libraries_2mi": 4,
   "breweries": 10,
   "breweries_per_100k": 1.5,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 1,
   "makerspaces_10mi": 0,
   "free_camping_areas_50mi": 0,
   "public_campgrounds_50mi": 7,
   "blm_land_within_miles": 10,
   "national_forest_within_miles": 25,
   "rv_parks_30mi": 17,
   "camping_read": "2026-10-09",
   "indie_scene": "some",
   "indie_summary": "Tech Alley runs a free all-day community meetup on the third Saturday of every month, with up to 15 tech and founder sessions. No dedicated indie hacker group turned up in our search.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "san-diego-ca",
   "city": "San Diego",
   "state": "CA",
   "state_name": "California",
   "lat": 32.7157,
   "lon": -117.1611,
   "population": 1404461,
   "rent_studio_hud": 2490,
   "rent_1br_hud": 2660,
   "rent_2br_hud": 3210,
   "rent_3br_hud": 4260,
   "hud_fiscal_year": 2027,
   "hud_zips": "92101 92102 92103 92104 92113 92118 92132 92134 92135",
   "rent_1br_metro_hud": 2335,
   "hud_area": "San Diego-Chula Vista-Carlsbad, CA MSA",
   "core_asking_rent_zillow": 2655,
   "rent_1br_census": 2108,
   "home_value_census": 980700,
   "zillow_rent_index": 3036,
   "zillow_home_value": 985158,
   "zillow_month": "2026-08-31",
   "airbnb_night": 296,
   "airbnb_kind": "median",
   "airbnb_listings": 9764,
   "airbnb_snapshot": "2026-09-20",
   "airbnb_source": "https://data.insideairbnb.com/united-states/ca/san-diego/2026-09-20/visualisations/listings.csv",
   "walk_2mi": 15.5,
   "walk_5mi": 14.4,
   "bike_score": 28,
   "bike_low_stress_miles": 5260.8,
   "no_car_pct": 7,
   "commute_drive_pct": 65,
   "commute_transit_pct": 2.6,
   "commute_walk_pct": 3.8,
   "commute_bike_pct": 0.6,
   "commute_home_pct": 18,
   "transit_agency": "MTS",
   "transit_fare": 3,
   "transit_day_pass": 7,
   "transit_source": "https://timesofsandiego.com/transportation/2026/09/30/mts-nctd-fares-rise-oct-1/",
   "internet_max_mbps": 5000,
   "internet_max_provider": "AT&T",
   "internet_max_coverage_pct": 82,
   "internet_from_price": 35,
   "internet_source": "https://broadbandmap.com/internet-providers/san-diego-ca",
   "weather_station": "SAN DIEGO LINDBERGH FLD",
   "jan_high": 66.4,
   "jan_low": 50.3,
   "jul_high": 75.3,
   "jul_low": 66.1,
   "rain_in_year": 9.8,
   "air_year": 2025,
   "air_good_days": 64,
   "air_moderate_days": 268,
   "air_unhealthy_days": 33,
   "air_median_aqi": 67,
   "hazard_heat_wave": "Relatively High",
   "hazard_wildfire": "Very High",
   "hazard_hurricane": "Very Low",
   "hazard_tornado": "Relatively Low",
   "hazard_earthquake": "Relatively High",
   "hazard_inland_flood": "Very High",
   "hazard_coastal_flood": "Relatively Moderate",
   "hazard_winter_weather": "Relatively Low",
   "hazard_drought": "Relatively Low",
   "unemployment_pct": 4.9,
   "unemployment_month": "2026-08",
   "cafes_2mi": 92,
   "coworking_2mi": 3,
   "libraries_2mi": 8,
   "breweries": 80,
   "breweries_per_100k": 5.7,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 6,
   "makerspaces_10mi": 1,
   "free_camping_areas_50mi": 0,
   "public_campgrounds_50mi": 10,
   "blm_land_within_miles": 10,
   "national_forest_within_miles": 25,
   "rv_parks_30mi": 25,
   "camping_read": "2026-10-09",
   "indie_scene": "yes",
   "indie_summary": "Founders San Diego meets weekly, Bootstrappers Breakfast has run peer breakfasts here since 2010, and one-off founder mixers show up through the year. We could not confirm current breakfast dates.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "miami-fl",
   "city": "Miami",
   "state": "FL",
   "state_name": "Florida",
   "lat": 25.7743,
   "lon": -80.1937,
   "population": 487006,
   "rent_studio_hud": 2055,
   "rent_1br_hud": 2240,
   "rent_2br_hud": 2720,
   "rent_3br_hud": 3485,
   "hud_fiscal_year": 2027,
   "hud_zips": "33101 33125 33127 33128 33129 33130 33131 33132 33133 33135 33136 33137 33139 33142 33145 33149",
   "rent_1br_metro_hud": 2121,
   "hud_area": "Miami-Miami Beach-Kendall, FL HUD Metro FMR Area",
   "core_asking_rent_zillow": 2962,
   "rent_1br_census": 1743,
   "home_value_census": 598200,
   "zillow_rent_index": 3008,
   "zillow_home_value": 580866,
   "zillow_month": "2026-08-31",
   "airbnb_night": 214,
   "airbnb_kind": "median",
   "airbnb_listings": null,
   "airbnb_snapshot": null,
   "airbnb_source": "https://www.airroi.com/data-portal/markets/miami-united-states",
   "walk_2mi": 15.1,
   "walk_5mi": 15.2,
   "bike_score": 28,
   "bike_low_stress_miles": 1187.9,
   "no_car_pct": 18.6,
   "commute_drive_pct": 58.3,
   "commute_transit_pct": 7.7,
   "commute_walk_pct": 4.1,
   "commute_bike_pct": 1.6,
   "commute_home_pct": 15.7,
   "transit_agency": "Miami-Dade Transit",
   "transit_fare": 2.25,
   "transit_day_pass": 5.65,
   "transit_source": "https://www.miamidade.gov/resources/transportation_publicworks/documents/pdfs/misc/transit-fare-guide.pdf",
   "internet_max_mbps": 8000,
   "internet_max_provider": "Hotwire",
   "internet_max_coverage_pct": 37,
   "internet_from_price": null,
   "internet_source": "https://broadbandmap.com/internet-providers/miami-fl",
   "weather_station": "MIAMI BEACH",
   "jan_high": 73.6,
   "jan_low": 61.2,
   "jul_high": 87.8,
   "jul_low": 78,
   "rain_in_year": 57.2,
   "air_year": 2025,
   "air_good_days": 206,
   "air_moderate_days": 158,
   "air_unhealthy_days": 1,
   "air_median_aqi": 47,
   "hazard_heat_wave": "Relatively High",
   "hazard_wildfire": "Relatively Moderate",
   "hazard_hurricane": "Very High",
   "hazard_tornado": "Relatively High",
   "hazard_earthquake": "Relatively Low",
   "hazard_inland_flood": "Very High",
   "hazard_coastal_flood": "Very High",
   "hazard_winter_weather": "No Rating",
   "hazard_drought": "Relatively Moderate",
   "unemployment_pct": 2.7,
   "unemployment_month": "2026-08",
   "cafes_2mi": 56,
   "coworking_2mi": 3,
   "libraries_2mi": 11,
   "breweries": 10,
   "breweries_per_100k": 2.1,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 5,
   "makerspaces_10mi": 0,
   "free_camping_areas_50mi": 0,
   "public_campgrounds_50mi": 0,
   "blm_land_within_miles": 100,
   "national_forest_within_miles": null,
   "rv_parks_30mi": null,
   "camping_read": "2026-10-09",
   "indie_scene": "some",
   "indie_summary": "Our search found a builder community, hello_miami, reported to hold weekly build sessions and hack nights in Wynwood and South Beach, plus older Indie Hackers Miami meetups from 2019 and 2020. We have no direct link to confirm current dates.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "atlanta-ga",
   "city": "Atlanta",
   "state": "GA",
   "state_name": "Georgia",
   "lat": 33.749,
   "lon": -84.388,
   "population": 520066,
   "rent_studio_hud": 1640,
   "rent_1br_hud": 1710,
   "rent_2br_hud": 1860,
   "rent_3br_hud": 2220,
   "hud_fiscal_year": 2027,
   "hud_zips": "30303 30306 30307 30308 30309 30310 30312 30313 30314 30315 30316 30317 30318 30332 30334",
   "rent_1br_metro_hud": 1619,
   "hud_area": "Atlanta-Sandy Springs-Roswell, GA HUD Metro FMR Area",
   "core_asking_rent_zillow": 1915,
   "rent_1br_census": 1700,
   "home_value_census": 462200,
   "zillow_rent_index": 1944,
   "zillow_home_value": 381948,
   "zillow_month": "2026-08-31",
   "airbnb_night": 219,
   "airbnb_kind": "median",
   "airbnb_listings": null,
   "airbnb_snapshot": null,
   "airbnb_source": "https://www.airroi.com/data-portal/markets/atlanta-united-states",
   "walk_2mi": 15.7,
   "walk_5mi": 13.7,
   "bike_score": 33,
   "bike_low_stress_miles": 2631.2,
   "no_car_pct": 14.9,
   "commute_drive_pct": 56.1,
   "commute_transit_pct": 5.7,
   "commute_walk_pct": 4.8,
   "commute_bike_pct": 0.9,
   "commute_home_pct": 25.6,
   "transit_agency": "MARTA",
   "transit_fare": 2.5,
   "transit_day_pass": 9,
   "transit_source": "https://secretatlanta.co/marta-new-breeze-system-2026/",
   "internet_max_mbps": 5000,
   "internet_max_provider": "AT&T",
   "internet_max_coverage_pct": 98,
   "internet_from_price": 30,
   "internet_source": "https://broadbandmap.com/internet-providers/atlanta-ga",
   "weather_station": "ATLANTA FULTON CO AP",
   "jan_high": 53.7,
   "jan_low": 33.5,
   "jul_high": 90,
   "jul_low": 70.2,
   "rain_in_year": 48.1,
   "air_year": 2025,
   "air_good_days": 198,
   "air_moderate_days": 163,
   "air_unhealthy_days": 4,
   "air_median_aqi": 49,
   "hazard_heat_wave": "Relatively Moderate",
   "hazard_wildfire": "Very Low",
   "hazard_hurricane": "Relatively Low",
   "hazard_tornado": "Relatively High",
   "hazard_earthquake": "Relatively Moderate",
   "hazard_inland_flood": "Relatively High",
   "hazard_coastal_flood": "Not Applicable",
   "hazard_winter_weather": "Relatively Moderate",
   "hazard_drought": "No Rating",
   "unemployment_pct": 3.5,
   "unemployment_month": "2026-08",
   "cafes_2mi": 49,
   "coworking_2mi": 4,
   "libraries_2mi": 11,
   "breweries": 20,
   "breweries_per_100k": 3.8,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 14,
   "makerspaces_10mi": 2,
   "free_camping_areas_50mi": 0,
   "public_campgrounds_50mi": 0,
   "blm_land_within_miles": 100,
   "national_forest_within_miles": 50,
   "rv_parks_30mi": null,
   "camping_read": "2026-10-09",
   "indie_scene": "yes",
   "indie_summary": "Atlanta Indie Hackers holds a monthly mastermind-style meetup for founders, makers and bootstrappers at Atlanta Tech Village in Buckhead.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "chattanooga-tn",
   "city": "Chattanooga",
   "state": "TN",
   "state_name": "Tennessee",
   "lat": 35.0456,
   "lon": -85.3097,
   "population": 191495,
   "rent_studio_hud": 1195,
   "rent_1br_hud": 1245,
   "rent_2br_hud": 1355,
   "rent_3br_hud": 1675,
   "hud_fiscal_year": 2027,
   "hud_zips": "37402 37403 37404 37405 37406 37407 37408 37410 37419 37450",
   "rent_1br_metro_hud": 1231,
   "hud_area": "Chattanooga, TN-GA MSA",
   "core_asking_rent_zillow": 1544,
   "rent_1br_census": 1281,
   "home_value_census": 323700,
   "zillow_rent_index": 1513,
   "zillow_home_value": 319185,
   "zillow_month": "2026-08-31",
   "airbnb_night": 207,
   "airbnb_kind": "median",
   "airbnb_listings": null,
   "airbnb_snapshot": null,
   "airbnb_source": "https://www.airroi.com/data-portal/markets/chattanooga-united-states",
   "walk_2mi": 13.5,
   "walk_5mi": 10.3,
   "bike_score": 33,
   "bike_low_stress_miles": 2098,
   "no_car_pct": 7.9,
   "commute_drive_pct": 73.8,
   "commute_transit_pct": 0.6,
   "commute_walk_pct": 1.4,
   "commute_bike_pct": 0.2,
   "commute_home_pct": 13.2,
   "transit_agency": "CARTA",
   "transit_fare": 1.5,
   "transit_day_pass": null,
   "transit_source": "https://www.gocarta.org/routes-schedules/downtown-shuttle-route/",
   "internet_max_mbps": 2000,
   "internet_max_provider": "Xfinity",
   "internet_max_coverage_pct": 99,
   "internet_from_price": 30,
   "internet_source": "https://broadbandmap.com/internet-providers/chattanooga-tn",
   "weather_station": "CHATTANOOGA LOVELL AP",
   "jan_high": 51,
   "jan_low": 32.4,
   "jul_high": 90.5,
   "jul_low": 71,
   "rain_in_year": 55,
   "air_year": 2025,
   "air_good_days": 237,
   "air_moderate_days": 126,
   "air_unhealthy_days": 2,
   "air_median_aqi": 44,
   "hazard_heat_wave": "Relatively Low",
   "hazard_wildfire": "Relatively Low",
   "hazard_hurricane": "Relatively Low",
   "hazard_tornado": "Relatively High",
   "hazard_earthquake": "Relatively Moderate",
   "hazard_inland_flood": "Relatively High",
   "hazard_coastal_flood": "Not Applicable",
   "hazard_winter_weather": "Relatively High",
   "hazard_drought": "Relatively Low",
   "unemployment_pct": 3.5,
   "unemployment_month": "2026-08",
   "cafes_2mi": null,
   "coworking_2mi": null,
   "libraries_2mi": null,
   "breweries": 11,
   "breweries_per_100k": 5.7,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": null,
   "makerspaces_10mi": null,
   "free_camping_areas_50mi": 1,
   "public_campgrounds_50mi": 11,
   "blm_land_within_miles": 100,
   "national_forest_within_miles": 25,
   "rv_parks_30mi": 7,
   "camping_read": "2026-10-09",
   "indie_scene": "some",
   "indie_summary": "Small but organized: Devanooga runs a developer meetup and Slack, 1 Million Cups hosts weekly founder talks, and the CO.LAB accelerator was taking applications in mid 2026. No dedicated indie hacker group turned up.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "asheville-nc",
   "city": "Asheville",
   "state": "NC",
   "state_name": "North Carolina",
   "lat": 35.5951,
   "lon": -82.5515,
   "population": 94535,
   "rent_studio_hud": 1560,
   "rent_1br_hud": 1800,
   "rent_2br_hud": 1960,
   "rent_3br_hud": 2340,
   "hud_fiscal_year": 2027,
   "hud_zips": "28801 28803 28804 28805 28806",
   "rent_1br_metro_hud": 1714,
   "hud_area": "Asheville, NC MSA",
   "core_asking_rent_zillow": 1668,
   "rent_1br_census": 1229,
   "home_value_census": 440000,
   "zillow_rent_index": 1704,
   "zillow_home_value": 448688,
   "zillow_month": "2026-08-31",
   "airbnb_night": 237,
   "airbnb_kind": "median",
   "airbnb_listings": 2308,
   "airbnb_snapshot": "2026-09-19",
   "airbnb_source": "https://data.insideairbnb.com/united-states/nc/asheville/2026-09-19/visualisations/listings.csv",
   "walk_2mi": 14.6,
   "walk_5mi": 11.5,
   "bike_score": 19,
   "bike_low_stress_miles": 101.1,
   "no_car_pct": 7.6,
   "commute_drive_pct": 66.1,
   "commute_transit_pct": 1.3,
   "commute_walk_pct": 3.4,
   "commute_bike_pct": 0.6,
   "commute_home_pct": 20.1,
   "transit_agency": "ART",
   "transit_fare": 1,
   "transit_day_pass": null,
   "transit_source": "https://www.ashevillenc.gov/department/transit/",
   "internet_max_mbps": 5000,
   "internet_max_provider": "AT&T",
   "internet_max_coverage_pct": 94,
   "internet_from_price": 35,
   "internet_source": "https://broadbandmap.com/internet-providers/asheville-nc",
   "weather_station": "ASHEVILLE",
   "jan_high": 47.7,
   "jan_low": 28.7,
   "jul_high": 85.9,
   "jul_low": 64.7,
   "rain_in_year": 40.6,
   "air_year": 2025,
   "air_good_days": 268,
   "air_moderate_days": 97,
   "air_unhealthy_days": 0,
   "air_median_aqi": 40,
   "hazard_heat_wave": "Very Low",
   "hazard_wildfire": "Relatively Low",
   "hazard_hurricane": "Relatively Low",
   "hazard_tornado": "Relatively Moderate",
   "hazard_earthquake": "Relatively Low",
   "hazard_inland_flood": "Relatively Moderate",
   "hazard_coastal_flood": "Not Applicable",
   "hazard_winter_weather": "Relatively Moderate",
   "hazard_drought": "Relatively Moderate",
   "unemployment_pct": 3.2,
   "unemployment_month": "2026-08",
   "cafes_2mi": null,
   "coworking_2mi": null,
   "libraries_2mi": null,
   "breweries": 27,
   "breweries_per_100k": 28.6,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 0,
   "makerspaces_10mi": 1,
   "free_camping_areas_50mi": 2,
   "public_campgrounds_50mi": 15,
   "blm_land_within_miles": null,
   "national_forest_within_miles": 10,
   "rv_parks_30mi": 16,
   "camping_read": "2026-10-09",
   "indie_scene": "some",
   "indie_summary": "Hatch AVL runs a coworking space and a founder presentation every Wednesday morning, and holds the HatchThis startup weekend each spring. No dedicated indie hacker group turned up.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "tucson-az",
   "city": "Tucson",
   "state": "AZ",
   "state_name": "Arizona",
   "lat": 32.2226,
   "lon": -110.9747,
   "population": 554011,
   "rent_studio_hud": 980,
   "rent_1br_hud": 1100,
   "rent_2br_hud": 1410,
   "rent_3br_hud": 1950,
   "hud_fiscal_year": 2027,
   "hud_zips": "85701 85705 85713 85719 85721 85724 85726 85745",
   "rent_1br_metro_hud": 1092,
   "hud_area": "Tucson, AZ MSA",
   "core_asking_rent_zillow": 1299,
   "rent_1br_census": 1101,
   "home_value_census": 299700,
   "zillow_rent_index": 1425,
   "zillow_home_value": 321918,
   "zillow_month": "2026-08-31",
   "airbnb_night": 155,
   "airbnb_kind": "median",
   "airbnb_listings": null,
   "airbnb_snapshot": null,
   "airbnb_source": "https://www.airroi.com/data-portal/markets/tucson-united-states",
   "walk_2mi": 14.6,
   "walk_5mi": 13,
   "bike_score": 41,
   "bike_low_stress_miles": 3960.7,
   "no_car_pct": 9.8,
   "commute_drive_pct": 65.9,
   "commute_transit_pct": 2.5,
   "commute_walk_pct": 3,
   "commute_bike_pct": 1.3,
   "commute_home_pct": 12.4,
   "transit_agency": "Sun Tran",
   "transit_fare": 0,
   "transit_day_pass": null,
   "transit_source": "https://www.kgun9.com/news/local-news/residents-react-to-sun-tran-bus-fares-staying-free",
   "internet_max_mbps": 8000,
   "internet_max_provider": "Quantum Fiber",
   "internet_max_coverage_pct": 66,
   "internet_from_price": 50,
   "internet_source": "https://broadbandmap.com/internet-providers/tucson-az",
   "weather_station": "TUCSON INTL AP",
   "jan_high": 66.5,
   "jan_low": 40.8,
   "jul_high": 100.2,
   "jul_low": 76.3,
   "rain_in_year": 10.6,
   "air_year": 2025,
   "air_good_days": 123,
   "air_moderate_days": 234,
   "air_unhealthy_days": 8,
   "air_median_aqi": 54,
   "hazard_heat_wave": "Very High",
   "hazard_wildfire": "Relatively High",
   "hazard_hurricane": "Very Low",
   "hazard_tornado": "Relatively Low",
   "hazard_earthquake": "Relatively Moderate",
   "hazard_inland_flood": "Very High",
   "hazard_coastal_flood": "Not Applicable",
   "hazard_winter_weather": "Relatively Moderate",
   "hazard_drought": "Relatively Moderate",
   "unemployment_pct": 5.7,
   "unemployment_month": "2026-08",
   "cafes_2mi": 31,
   "coworking_2mi": 2,
   "libraries_2mi": 4,
   "breweries": 19,
   "breweries_per_100k": 3.4,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 2,
   "makerspaces_10mi": 0,
   "free_camping_areas_50mi": 0,
   "public_campgrounds_50mi": 12,
   "blm_land_within_miles": 10,
   "national_forest_within_miles": 10,
   "rv_parks_30mi": 6,
   "camping_read": "2026-10-09",
   "indie_scene": "some",
   "indie_summary": "Startup Tucson runs the TENWEST festival downtown each spring, and Founder Institute has a local chapter. No dedicated indie hacker group turned up.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "anaheim-ca",
   "city": "Anaheim",
   "state": "CA",
   "state_name": "California",
   "lat": 33.8366,
   "lon": -117.9143,
   "population": 344579,
   "rent_studio_hud": 2420,
   "rent_1br_hud": 2480,
   "rent_2br_hud": 2920,
   "rent_3br_hud": 3960,
   "hud_fiscal_year": 2027,
   "hud_zips": "92801 92802 92804 92805 92806 92831 92832 92833",
   "rent_1br_metro_hud": 2610,
   "hud_area": "Santa Ana-Anaheim-Irvine, CA HUD Metro FMR Area",
   "core_asking_rent_zillow": 2696,
   "rent_1br_census": 1946,
   "home_value_census": 892200,
   "zillow_rent_index": 2759,
   "zillow_home_value": 946371,
   "zillow_month": "2026-08-31",
   "airbnb_night": 377,
   "airbnb_kind": "median",
   "airbnb_listings": null,
   "airbnb_snapshot": null,
   "airbnb_source": "https://www.airroi.com/data-portal/markets/anaheim-united-states",
   "walk_2mi": 14.4,
   "walk_5mi": 14.1,
   "bike_score": 23,
   "bike_low_stress_miles": 968.6,
   "no_car_pct": 5.1,
   "commute_drive_pct": 68.8,
   "commute_transit_pct": 2.6,
   "commute_walk_pct": 1.3,
   "commute_bike_pct": 0.9,
   "commute_home_pct": 11.3,
   "transit_agency": "OC Bus",
   "transit_fare": 2,
   "transit_day_pass": 4.5,
   "transit_source": "https://octa.net/Fares/",
   "internet_max_mbps": 5000,
   "internet_max_provider": "AT&T",
   "internet_max_coverage_pct": 87,
   "internet_from_price": 35,
   "internet_source": "https://broadbandmap.com/internet-providers/anaheim-ca",
   "weather_station": "FULLERTON MUNI AP",
   "jan_high": 68.8,
   "jan_low": 46.4,
   "jul_high": 84.4,
   "jul_low": 66.1,
   "rain_in_year": 11.9,
   "air_year": 2025,
   "air_good_days": 138,
   "air_moderate_days": 214,
   "air_unhealthy_days": 13,
   "air_median_aqi": 53,
   "hazard_heat_wave": "Relatively High",
   "hazard_wildfire": "Relatively High",
   "hazard_hurricane": "No Rating",
   "hazard_tornado": "Relatively Moderate",
   "hazard_earthquake": "Very High",
   "hazard_inland_flood": "Very High",
   "hazard_coastal_flood": "Relatively High",
   "hazard_winter_weather": "Very Low",
   "hazard_drought": "Relatively Low",
   "unemployment_pct": 4.4,
   "unemployment_month": "2026-08",
   "cafes_2mi": null,
   "coworking_2mi": null,
   "libraries_2mi": null,
   "breweries": 14,
   "breweries_per_100k": 4.1,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 1,
   "makerspaces_10mi": 0,
   "free_camping_areas_50mi": 1,
   "public_campgrounds_50mi": 33,
   "blm_land_within_miles": 25,
   "national_forest_within_miles": 25,
   "rv_parks_30mi": null,
   "camping_read": "2026-10-09",
   "indie_scene": "some",
   "indie_summary": "Orange County groups cover Anaheim: Startup Founders & Investors Orange County meets for software and hardware founders, and the OC Startup Council supports early-stage ventures. No dedicated indie hacker group turned up.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "riverside-ca",
   "city": "Riverside",
   "state": "CA",
   "state_name": "California",
   "lat": 33.9806,
   "lon": -117.3755,
   "population": 323792,
   "rent_studio_hud": 1600,
   "rent_1br_hud": 1700,
   "rent_2br_hud": 2100,
   "rent_3br_hud": 2770,
   "hud_fiscal_year": 2027,
   "hud_zips": "92501 92504 92506 92507 92509",
   "rent_1br_metro_hud": 1705,
   "hud_area": "Riverside-San Bernardino-Ontario, CA MSA",
   "core_asking_rent_zillow": 2510,
   "rent_1br_census": 1786,
   "home_value_census": 616400,
   "zillow_rent_index": 2444,
   "zillow_home_value": 645110,
   "zillow_month": "2026-08-31",
   "airbnb_night": 235,
   "airbnb_kind": "median",
   "airbnb_listings": null,
   "airbnb_snapshot": null,
   "airbnb_source": "https://www.airroi.com/data-portal/markets/riverside-united-states",
   "walk_2mi": 13.3,
   "walk_5mi": 11.8,
   "bike_score": 26,
   "bike_low_stress_miles": 1458.9,
   "no_car_pct": 5.9,
   "commute_drive_pct": 71.9,
   "commute_transit_pct": 1.5,
   "commute_walk_pct": 2.3,
   "commute_bike_pct": 0.5,
   "commute_home_pct": 9.8,
   "transit_agency": "Riverside Transit Agency",
   "transit_fare": 1.75,
   "transit_day_pass": 5,
   "transit_source": "https://www.riversidetransit.com/index.php/pass-fares-types",
   "internet_max_mbps": 5000,
   "internet_max_provider": "AT&T",
   "internet_max_coverage_pct": 81,
   "internet_from_price": null,
   "internet_source": "https://broadbandmap.com/internet-providers/riverside-ca",
   "weather_station": "RIVERSIDE MUNI AP",
   "jan_high": 67.7,
   "jan_low": 43.6,
   "jul_high": 93.3,
   "jul_low": 63.9,
   "rain_in_year": 9.4,
   "air_year": 2025,
   "air_good_days": 39,
   "air_moderate_days": 217,
   "air_unhealthy_days": 109,
   "air_median_aqi": 80,
   "hazard_heat_wave": "Relatively High",
   "hazard_wildfire": "Very High",
   "hazard_hurricane": "Very Low",
   "hazard_tornado": "Relatively Moderate",
   "hazard_earthquake": "Very High",
   "hazard_inland_flood": "Very High",
   "hazard_coastal_flood": "Not Applicable",
   "hazard_winter_weather": "Relatively Moderate",
   "hazard_drought": "Relatively Low",
   "unemployment_pct": 6.2,
   "unemployment_month": "2026-08",
   "cafes_2mi": 13,
   "coworking_2mi": 0,
   "libraries_2mi": 3,
   "breweries": 7,
   "breweries_per_100k": 2.2,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 0,
   "makerspaces_10mi": 0,
   "free_camping_areas_50mi": 8,
   "public_campgrounds_50mi": 78,
   "blm_land_within_miles": 10,
   "national_forest_within_miles": 10,
   "rv_parks_30mi": 32,
   "camping_read": "2026-10-09",
   "indie_scene": "some",
   "indie_summary": "A quarterly Inland Empire startup meetup brings together the local tech and business community, and a Raspberry Pi maker group meets monthly downtown. No dedicated indie hacker group turned up.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "nashville-tn",
   "city": "Nashville",
   "state": "TN",
   "state_name": "Tennessee",
   "lat": 36.1622,
   "lon": -86.7832,
   "population": 704965,
   "rent_studio_hud": 1660,
   "rent_1br_hud": 1725,
   "rent_2br_hud": 1880,
   "rent_3br_hud": 2415,
   "hud_fiscal_year": 2027,
   "hud_zips": "37201 37203 37204 37206 37207 37208 37209 37210 37212 37213 37219 37228 37232 37238",
   "rent_1br_metro_hud": 1650,
   "hud_area": "Nashville-Davidson--Murfreesboro--Franklin, TN HUD Metro FMR Area",
   "core_asking_rent_zillow": 2037,
   "rent_1br_census": 1470,
   "home_value_census": 438800,
   "zillow_rent_index": 1834,
   "zillow_home_value": 429741,
   "zillow_month": "2026-08-31",
   "airbnb_night": 304,
   "airbnb_kind": "median",
   "airbnb_listings": 8542,
   "airbnb_snapshot": "2026-09-19",
   "airbnb_source": "https://data.insideairbnb.com/united-states/tn/nashville/2026-09-19/visualisations/listings.csv",
   "walk_2mi": 15.5,
   "walk_5mi": 13,
   "bike_score": 36,
   "bike_low_stress_miles": 5066.3,
   "no_car_pct": 7.2,
   "commute_drive_pct": 66.5,
   "commute_transit_pct": 1.6,
   "commute_walk_pct": 2,
   "commute_bike_pct": 0.4,
   "commute_home_pct": 18,
   "transit_agency": "WeGo Public Transit",
   "transit_fare": 2,
   "transit_day_pass": 4,
   "transit_source": "https://www.wegotransit.com/buy/fare-information/",
   "internet_max_mbps": null,
   "internet_max_provider": null,
   "internet_max_coverage_pct": null,
   "internet_from_price": null,
   "internet_source": "https://broadbandmap.com/internet-providers/nashville-tn/",
   "weather_station": "NASHVILLE INTL AP",
   "jan_high": 49.1,
   "jan_low": 30.1,
   "jul_high": 90.9,
   "jul_low": 70.5,
   "rain_in_year": 50.5,
   "air_year": 2025,
   "air_good_days": 193,
   "air_moderate_days": 171,
   "air_unhealthy_days": 1,
   "air_median_aqi": 49,
   "hazard_heat_wave": "Relatively Moderate",
   "hazard_wildfire": "Very Low",
   "hazard_hurricane": "Very Low",
   "hazard_tornado": "Relatively High",
   "hazard_earthquake": "Relatively High",
   "hazard_inland_flood": "Relatively High",
   "hazard_coastal_flood": "Not Applicable",
   "hazard_winter_weather": "Relatively Moderate",
   "hazard_drought": "Very Low",
   "unemployment_pct": 3.1,
   "unemployment_month": "2026-08",
   "cafes_2mi": 42,
   "coworking_2mi": 4,
   "libraries_2mi": 11,
   "breweries": 20,
   "breweries_per_100k": 2.8,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 9,
   "makerspaces_10mi": 0,
   "free_camping_areas_50mi": 0,
   "public_campgrounds_50mi": 0,
   "blm_land_within_miles": null,
   "national_forest_within_miles": 100,
   "rv_parks_30mi": null,
   "camping_read": "2026-10-09",
   "indie_scene": "yes",
   "indie_summary": "Nashville Indie Bootstrappers is a 42-member Meetup group for solo founders and small teams that runs a Builder's Hangout at a coffee shop, most recently on September 6. StartupNash is a founder newsletter and community of 700+ founders, funders and experts.",
   "data_read": "2026-10-09"
  },
  {
   "slug": "portland-or",
   "city": "Portland",
   "state": "OR",
   "state_name": "Oregon",
   "lat": 45.5159,
   "lon": -122.6822,
   "population": 636958,
   "rent_studio_hud": 1640,
   "rent_1br_hud": 1760,
   "rent_2br_hud": 2020,
   "rent_3br_hud": 2740,
   "hud_fiscal_year": 2027,
   "hud_zips": "97201 97202 97204 97205 97208 97209 97210 97212 97214 97217 97221 97227 97232 97239 97258",
   "rent_1br_metro_hud": 1633,
   "hud_area": "Portland-Vancouver-Hillsboro, OR-WA MSA",
   "core_asking_rent_zillow": 1657,
   "rent_1br_census": 1500,
   "home_value_census": 588200,
   "zillow_rent_index": 1732,
   "zillow_home_value": 527359,
   "zillow_month": "2026-08-31",
   "airbnb_night": 173,
   "airbnb_kind": "median",
   "airbnb_listings": 2931,
   "airbnb_snapshot": "2026-09-14",
   "airbnb_source": "https://data.insideairbnb.com/united-states/or/portland/2026-09-14/visualisations/listings.csv",
   "walk_2mi": 17.1,
   "walk_5mi": 15.9,
   "bike_score": 55,
   "bike_low_stress_miles": 3651,
   "no_car_pct": 13.8,
   "commute_drive_pct": 52.4,
   "commute_transit_pct": 7.1,
   "commute_walk_pct": 4.3,
   "commute_bike_pct": 3.2,
   "commute_home_pct": 24.6,
   "transit_agency": "TriMet",
   "transit_fare": 2.8,
   "transit_day_pass": 5.6,
   "transit_source": "https://trimet.org/fares/",
   "internet_max_mbps": 8000,
   "internet_max_provider": "Quantum Fiber",
   "internet_max_coverage_pct": 98,
   "internet_from_price": 50,
   "internet_source": "https://broadbandmap.com/internet-providers/portland-or/",
   "weather_station": "PORTLAND INTL AP",
   "jan_high": 47.5,
   "jan_low": 36.2,
   "jul_high": 81.9,
   "jul_low": 58.5,
   "rain_in_year": 36.9,
   "air_year": 2025,
   "air_good_days": 283,
   "air_moderate_days": 82,
   "air_unhealthy_days": 0,
   "air_median_aqi": 37,
   "hazard_heat_wave": "Relatively High",
   "hazard_wildfire": "Relatively Low",
   "hazard_hurricane": "Not Applicable",
   "hazard_tornado": "Relatively Low",
   "hazard_earthquake": "Relatively High",
   "hazard_inland_flood": "Relatively High",
   "hazard_coastal_flood": "Relatively Low",
   "hazard_winter_weather": "Relatively High",
   "hazard_drought": "Very Low",
   "unemployment_pct": 5.1,
   "unemployment_month": "2026-08",
   "cafes_2mi": null,
   "coworking_2mi": null,
   "libraries_2mi": null,
   "breweries": 78,
   "breweries_per_100k": 12.2,
   "breweries_read": "2026-10-09",
   "coworking_spaces_10mi": 10,
   "makerspaces_10mi": 3,
   "free_camping_areas_50mi": 0,
   "public_campgrounds_50mi": 43,
   "blm_land_within_miles": 10,
   "national_forest_within_miles": 25,
   "rv_parks_30mi": 36,
   "camping_read": "2026-10-09",
   "indie_scene": "some",
   "indie_summary": "Silicon Florist has covered Portland startups since 2007 and the community keeps a shared Luma calendar of tech meetups. The Bootstrap Founders Connect meetup page is gone and no active indie hacker group turned up.",
   "data_read": "2026-10-09"
  }
 ]
}