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This is a Sample of the Point of Interest (POI) Dataset for the USA. It contains a random sample of POIs in the US geocoded with rooftop accuracy as of June 2nd, 2021. For evaluation / trial purposes only. There are 3381 POI categories, the top 10 are Restaurant, Hotel, Auto repair shop, Clothing store, ATM, Grocery store, Hair salon, Church, Gas station, Shopping mall. The full category list is at https://store.poidata.xyz/us