POI (Points of Interest) - United States

This dataset containing business listing information such as location name, street address, industry, lat/long and brand. Covers locations for 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 and does not include Geometry or Spend.
(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

该数据集包含美国数百万个兴趣点(POI)信息，涵盖零售连锁店、本地企业、酒店等多个类别，提供名称、地址、行业分类、经纬度等详细字段。数据按月更新，采用Placekey作为主键，并以CSV格式提供。