POI (Points of Interest) Counts - US

This function will enhance your platform or visualization by allowing you to easily discover the number of locations around a point in the United States to understand density using lat/long, radius, and NAICS code.

Fields Included:
-POI count

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

该数据集提供美国兴趣点（POI）的数量统计，支持基于经纬度、半径和NAICS代码查询区域密度。数据以CSV格式存储，使用Placekey作为主键，每月更新，并附带详细的架构和统计文档。