SafeGraph: Location Data - Global Coverage 51M+ POIs

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）通过地点架构（Places schema）为SafeGraph全产品套件中的每条记录提供基准信息，若适用则通过几何架构（Geometry schema）提供多边形数据。当前对“地点”的定义为人类可到访的所有场所，独栋住宅除外。该定义涵盖了丰富多元的场所类型，包括餐厅、杂货店、购物中心，以及公园、医院、博物馆、办公楼、工业园区等。高级版地点数据集包含公寓楼、停车场，以及点型兴趣点（Point POIs），例如自动取款机或公交站点。SafeGraph地点数据集属于兴趣点（POI, Point of Interest）数据产品，其覆盖范围因国家而异。需注意，各国的地址规范与格式存在差异，SafeGraph已将各类地址字段整合至地点架构中。SafeGraph可为全球超过5100万处实体场所/兴趣点（POI）提供规范精准的地理空间数据集。目前已有包括Mapbox、Verizon、Clear Channel、Esri在内的数百家行业领军企业，依托SafeGraph的POI数据挖掘商业洞察并推动创新。

搜集汇总

背景与挑战

背景概述

该数据集提供全球5100多万个兴趣点(POI)的标准化地理空间数据，涵盖除独户住宅外各类人类可访问场所的基础信息和几何数据。作为行业领先的POI数据集，其已被Mapbox等数百家企业用于商业分析和创新驱动。