Restaurant Location Data | Global Restaurant POIs | 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. This specific dataset provides a list of restaurant locations globally. The current scope of a location is defined as any place 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 a location such as 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 location data and CPG to unlock business insights and drive innovation.

搜集汇总

背景与挑战

背景概述

该数据集提供全球餐厅位置信息，基于SafeGraph Places的POI数据，涵盖人类可访问的各类地点（单户住宅除外）。数据经过清洗和标准化，被Mapbox、Verizon等众多行业领导者用于商业分析和创新。