SafeGraph Global Real Estate Data | 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.

搜集汇总

背景与挑战

背景概述

SafeGraph全球房地产数据集覆盖超过5100万个地点，提供包括地点模式和几何图形在内的详细信息，涵盖从餐厅到工业园区的多样化场所。该数据经过清洗和标准化处理，已被Mapbox等众多行业领导者用于商业分析和创新驱动。