Alternative Data | B2B Location Data | SafeGraph Places

SafeGraph Places provides baseline location information for every record in the SafeGraph product suite via the Places schema and polygon information when applicable via the Geometry schema. Alternative dataset can be used to assess market landscape for investment research, risk assessment, and more for POIs across the globe. 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

SafeGraph Places 是一个B2B位置数据集，通过Places和Geometry schema提供全球5100多万个物理地点/兴趣点（POI）的基准位置信息和多边形数据，适用于投资研究、风险评估等场景。该数据集涵盖餐厅、公园、医院等多种地点类型，被Mapbox、Verizon等行业领导者用于获取商业洞察。