SafeGraph Point of Interest (POI) Dataset | Global Coverage | 51M+ Places

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.

SafeGraph Places通过Places模式为SafeGraph产品套件中的每条记录提供基础信息，并在适用时通过Geometry模式提供多边形信息。当前，场所的范围被定义为人类可访问的任何地点，但独栋住宅除外。该定义涵盖了各类场所，包括餐厅、杂货店、商场，以及公园、医院、博物馆、办公室和工业园区等。Places的高级套件包含公寓楼、停车场以及点式兴趣点（POI，如ATM或交通站）。SafeGraph Places是一款兴趣点（POI）数据产品，其覆盖范围因国家而异。请注意，不同国家的地址规范与格式存在差异。SafeGraph已将这些字段整合至Places模式中。SafeGraph在全球范围内提供关于5100万+实体场所/兴趣点（POI）的清洁且精准的地理空间数据集。Mapbox、Verizon、Clear Channel和Esri等数百家行业领先企业已依赖SafeGraph的POI数据挖掘商业洞察并驱动创新。