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Upgini

UPGINIA3 · direct accessManage supplier listing

BSD-3 Python library plus hosted search widget that federated-searches 200+ external data sources (weather/climate, OpenStreetMap POI, international holidays, economic indicators, market data, demographics, house prices, geolocation profiles) and auto-generates only accuracy-improving ML features; 239 countries, up to 41 years of history

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Coverage

Universe, instruments and categories.

GICS sectors
weather and climategeolocation and POI (OpenStreetMap)international holidayseconomic indicatorsmarket datademographicshouse prices
Categories
external-data search and ML feature-enrichment aggregator (library + API)
Regions
US
Sample tickers
SPGIMSCIFDSVRSKPLTRSNOW

Upgini has not added their own details yet. Not yet on file:

  • Dataset
  • Data dictionary
  • Coverage
  • Provenance
  • Rights & data handling