SafeGraph Places Data | Global Coverage | 51M+ POI

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地点数据集（SafeGraph Places）通过Places 模式（Places schema）为SafeGraph全产品套件中的每条记录提供基准信息，并在适用场景下通过Geometry 模式（Geometry schema）提供多边形几何信息。当前定义的「地点」范畴为人类可到访的所有场所，单户住宅除外。该范畴涵盖多元场所类型，包括餐厅、杂货店、购物中心，以及公园、医院、博物馆、办公楼与工业园区等。高级版地点数据集包含公寓楼、停车场以及点位型兴趣点（Point POIs，例如自动柜员机或公交站点）。SafeGraph地点数据集是一款兴趣点（point of interest, POI）数据产品，其覆盖范围因国家而异。鉴于不同国家的地址规范与格式存在差异，SafeGraph已将各类地址字段整合至Places 模式中。SafeGraph面向全球超5100万处实体场所/兴趣点（POI）提供精准规范的地理空间数据集。包括Mapbox、Verizon、Clear Channel与Esri在内的数百家行业头部企业，均已依托SafeGraph的POI数据挖掘商业洞察并推动业务创新。

搜集汇总

背景与挑战

背景概述

SafeGraph提供覆盖全球5100多万个兴趣点(POI)的地理空间数据集，包含场所基础信息及几何数据，适用于商业分析等场景。该数据已被Mapbox等数百家行业领先企业采用，支持各类场所的精准定位与分析。