Foursquare Places is a proprietary dataset of 120M+ points of interest across 200+ countries and territories. It combines user-generated data, machine learning, and third party sources to provide monthly data updates, ensuring that users receive the freshest and most accurate data possible. Foursquare Places is the leading independent points of interest (POI) dataset. It is the only POI dataset that is curated from rich user generated content and insights from more than 14 billion explicit check-ins on Foursquare’s consumer-facing apps (Swarm and City Guide). By utilizing three approaches to obtain Places data - UGC, machine learning, and third party verification - Places provides 2.4 million monthly updates to our data, ensuring that users receive the freshest and most accurate information to help power business decisions. Aside from precision and freshness, the breadth of detail that Foursquare Places provides is superior, encompassing more than 115 attributes including location, chain, hours of operation, social media presence, tips, photos, popularity, and more. Foursquare Places deliver these rich attributes with a strong focus on safeguarding consumer privacy. Consumers have clear visibility into and authority over their data, with double opt-in consent and easy opt-out.