Global POI Data | 51M+ POIs | Business Listings | POI for Maps

SafeGraph Places provides baseline information for every record in the SafeGraph product suite via the Places schema and polygon information when applicable via the Geometry schema. The current scope of a place is defined as any location humans can visit with the exception of single-family homes. This definition encompasses a diverse set of places ranging from restaurants, grocery stores, and malls; to parks, hospitals, museums, offices, and industrial parks. Premium sets of Places include apartment buildings, Parking Lots, and Point POIs (such as ATMs or transit stations). SafeGraph Places is a point of interest (POI) data offering with varying coverage depending on the country. Note that address conventions and formatting vary across countries. SafeGraph has coalesced these fields into the Places schema. SafeGraph provides clean and accurate geospatial datasets on 51M+ physical places/points of interest (POI) globally. Hundreds of industry leaders like Mapbox, Verizon, Clear Channel, and Esri already rely on SafeGraph POI data to unlock business insights and drive innovation.

搜集汇总

背景与挑战

背景概述

该数据集提供全球超过5100万个兴趣点（POI）数据，涵盖商业列表和地图应用，包括餐厅、医院、办公室等多种地点类型以及公寓楼、停车场等高级数据。SafeGraph Places提供清洁准确的POI信息，已被Mapbox、Verizon等行业领先企业用于商业洞察和创新。