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| task,name,domain,frequency,horizon,provider,url,license | |
| airnow_aqi,US Air Quality (PM2.5),Environment,Hourly,24,EPA AirNow,https://www.airnowapi.org/,US Public Domain | |
| austin_311,Austin 311 Requests,Gov. Services,Hourly,24,City of Austin Open Data,https://data.austintexas.gov/,Public Domain (City of Austin) | |
| bls_employment_sectors,US Employment by Sector,Economics,Monthly,4,U.S. Bureau of Labor Statistics (BLS),https://api.bls.gov/publicAPI/v2/,US Public Domain | |
| bls_inflation,US Consumer Prices (CPI),Economics,Monthly,4,U.S. Bureau of Labor Statistics (BLS),https://api.bls.gov/publicAPI/v2/,US Public Domain | |
| bls_labor_market,US Labor Market,Economics,Monthly,4,U.S. Bureau of Labor Statistics (BLS),https://api.bls.gov/publicAPI/v2/,US Public Domain | |
| bls_producer_prices,US Producer Prices (PPI),Economics,Monthly,4,U.S. Bureau of Labor Statistics (BLS),https://api.bls.gov/publicAPI/v2/,US Public Domain | |
| canada_grain,Canada Grain Stocks,Agriculture,Weekly,4,Canadian Grain Commission,https://www.grainscanada.gc.ca/,OGL-Canada 2.0 | |
| cdc_nhsn_capacity,CDC Hospital Capacity,Health,Weekly,4,CDC NHSN (data.cdc.gov),https://data.cdc.gov/,US Public Domain | |
| cdc_nhsn_pathogens,CDC Respiratory Pathogens,Health,Weekly,4,CDC NHSN (data.cdc.gov),https://data.cdc.gov/,US Public Domain | |
| chicago_311,Chicago 311 Requests,Gov. Services,Hourly,24,City of Chicago Data Portal,https://data.cityofchicago.org/,"City of Chicago Data Terms (disclaimer, no restrictions)" | |
| chicago_towed,Chicago Towed Vehicles,Transport,Daily,14,City of Chicago Data Portal,https://data.cityofchicago.org/,"City of Chicago Data Terms of Use (disclaimer, no restrictions)" | |
| delphi_covid,Delphi Epidemiological,Health,Daily,14,CMU Delphi Epidata,https://api.delphi.cmu.edu/epidata/,CC BY 4.0 | |
| dshield_cyber,DShield Cyber Threats,Digital,Daily,14,SANS Internet Storm Center (DShield),https://isc.sans.edu/api/,CC BY-NC-SA 4.0 (redistribution permitted by SANS ISC) | |
| eia_electricity_demand,US Electricity Demand,Energy,Hourly,24,U.S. Energy Information Administration (EIA),https://api.eia.gov/v2/,US Public Domain | |
| eia_electricity_generation,US Electricity Generation,Energy,Hourly,24,U.S. Energy Information Administration (EIA),https://api.eia.gov/v2/,US Public Domain | |
| eia_electricity_interchange,US Grid Interchange,Energy,Hourly,24,U.S. Energy Information Administration (EIA),https://api.eia.gov/v2/,US Public Domain | |
| entsoe_generation,EU Electricity Generation,Energy,15 min,96,ENTSO-E Transparency Platform,https://transparency.entsoe.eu/,CC BY 4.0 | |
| entsoe_load,EU Electricity Load,Energy,15 min,96,ENTSO-E Transparency Platform,https://transparency.entsoe.eu/,CC BY 4.0 | |
| gb_carbon_intensity,GB Carbon Intensity,Environment,30 min,48,NESO GB Carbon Intensity API,https://api.carbonintensity.org.uk/,CC BY 4.0 | |
| gridstatus_caiso_fuel_mix,CAISO Fuel Mix,Energy,5 min,576,"California ISO (CAISO), via gridstatus",https://www.caiso.com/,"California Public Records Act (freely available, attribution required)" | |
| gridstatus_caiso_storage,CAISO Battery Storage,Energy,5 min,288,"California ISO (CAISO), via gridstatus",https://www.caiso.com/,"California Public Records Act (freely available, attribution required)" | |
| gridstatus_iso_load,US ISO Load,Energy,5 min,576,"California ISO (CAISO), via gridstatus",https://www.caiso.com/,CAISO: California PRA (widely redistributed in academic and commercial use) | |
| gridstatus_nyiso_zonal,NYISO Zonal Load,Energy,5 min,288,"New York ISO (NYISO), via gridstatus",https://www.nyiso.com/,No explicit data license (widely redistributed in academic and commercial use) | |
| melbourne_pedestrian,Melbourne Pedestrian Counts,Transport,Hourly,24,City of Melbourne Open Data,https://data.melbourne.vic.gov.au/,CC BY 4.0 | |
| mempool_bitcoin,Bitcoin Mempool,Digital,30 min,48,mempool.space,https://mempool.space/api/,Public blockchain data | |
| mempool_pools,Bitcoin Mining Pools,Digital,Weekly,4,mempool.space,https://mempool.space/api/,Public blockchain data | |
| nasa_fires,NASA Active Fires,Environment,Daily,7,NASA FIRMS,https://firms.modaps.eosdis.nasa.gov/api/,US Public Domain | |
| noaa_buoys,NOAA Ocean Buoys,Water,30 min,48,NOAA National Data Buoy Center,https://www.ndbc.noaa.gov/,US Public Domain | |
| noaa_tides,NOAA Tide Gauges,Water,6 min,240,NOAA CO-OPS (tides and currents),https://api.tidesandcurrents.noaa.gov/api/prod/,US Public Domain | |
| npm_sdks_multi,NPM SDK Downloads,Software,Daily,14,npm registry download counts,https://api.npmjs.org/,"npm Open Source Terms (aggregate statistics, widely republished)" | |
| nyc_311,NYC 311 Requests,Gov. Services,Hourly,24,NYC Open Data,https://data.cityofnewyork.us/,NYC Open Data (No restrictions) | |
| nyc_respiratory,NYC Respiratory Illness,Health,Weekly,4,NYC Department of Health and Mental Hygiene,https://github.com/nychealth/respiratory-illness-data,No license file in source repository (NYC DOH public GitHub; approved for redistribution) | |
| nyc_traffic_speed_multi,NYC Traffic Speed,Transport,Hourly,24,NYC Open Data,https://data.cityofnewyork.us/,NYC Open Data (No restrictions) | |
| paris_bike_counters,Paris Bike Counters,Transport,Hourly,24,Paris Open Data (Ville de Paris),https://opendata.paris.fr/,ODbL 1.0 (tasks have separate partition to preserve share-alike scope) | |
| pypi_model_providers_multi,PyPI ML Provider Downloads,Software,Daily,14,PyPI download statistics (pypistats),https://pypistats.org/api/,PSF public dataset via BigQuery (widely republished) | |
| route_views_bgp_multi,BGP Route Announcements,Digital,15 min,96,Route Views Project (University of Oregon),https://www.routeviews.org/,CC BY 4.0 | |
| seattle_911_by_type,Seattle 911 Calls,Gov. Services,Hourly,24,Seattle Open Data,https://data.seattle.gov/,Public Domain (City of Seattle) | |
| sf_311,SF 311 Requests,Gov. Services,Hourly,24,DataSF (San Francisco Open Data),https://data.sfgov.org/,PDDL 1.0 (DataSF) | |
| sf_911,SF 911 Calls,Gov. Services,Hourly,24,DataSF (San Francisco Open Data),https://data.sfgov.org/,PDDL 1.0 (DataSF) | |
| usda_crop_condition,USDA Crop Condition,Agriculture,Weekly,8,USDA NASS Quick Stats,https://quickstats.nass.usda.gov/api/,US Public Domain | |
| usgs_streamflow,USGS Streamflow,Water,15 min,96,USGS Water Services,https://waterservices.usgs.gov/rest/IV-Service.html,US Public Domain | |
| wiki_people_culture,Wikipedia People & Culture,Public Interest,Daily,14,Wikimedia pageviews,https://wikimedia.org/api/rest_v1/,CC0 | |
| wiki_science_world,Wikipedia Science & World,Public Interest,Daily,14,Wikimedia pageviews,https://wikimedia.org/api/rest_v1/,CC0 | |
| wiki_technology,Wikipedia Technology,Public Interest,Daily,14,Wikimedia pageviews,https://wikimedia.org/api/rest_v1/,CC0 | |
| wiki_world_economy,Wikipedia World Economy,Public Interest,Daily,14,Wikimedia pageviews,https://wikimedia.org/api/rest_v1/,CC0 | |