Global Points of Interest (POI) - SafeGraph Places

Build products on top of accurate and up-to-date POIs from around the world. This dataset contains business listing information such as location name, street address, industry, lat/long and brand. Covers locations including but not limited to major retail chains, local businesses, convenience stores, hotels, airports, schools, hospitals & more. Dataset contains millions of POIs in the US across all categories and thousands recognized brands. This dataset is also available for download in all regions.

Samples/Tables Included:
-Location name
-Address
-Category
-Brand association for points of interest (POIs) where people spend time or money

Fields Included:
-Latitude/Longitude
-Hours Open
-Postal Code
-Phone Number

Additional Information:
All SafeGraph POI-based datasets utilize Placekey as the primary key and are formatted as delimited CSVs. SafeGraph updates the Places dataset every month with the past month's openings and closings and maintains a persistent Placekey across releases. Our detailed Places Schema(1) is available online. Additionally please refer to Places Data Manual(2) for more detailed field definitions and methodologies. Our Places Summary Statistics(3) is updated with every monthly release to reflect data coverage.

Data Dictionary
Our documentation site includes detailed information for all of our products, but this product listing specifically only includes the Places data set.
(1) Places Schema: https://docs.safegraph.com/docs#section-core-places
(2) Places Data Manual: https://docs.safegraph.com/docs/places-manual
(3) Places Summary Statistics: https://docs.safegraph.com/docs/places-summary-statistics

搜集汇总

背景与挑战

背景概述

该数据集提供全球兴趣点（POI）的详细信息，包括位置名称、地址、行业类别、品牌关联以及经纬度等字段，覆盖零售、酒店、学校等多种场所。数据以CSV格式提供，每月更新，并使用Placekey作为主键，适用于基于地理位置的产品开发。