Places: US Grocery Store POI (Point of Interest) Dataset

At Echo, our dedication to data curation is unmatched; we focus on delivering extensive coverage of prominent brands across different industry sectors within each country, providing our clients with a deep dive into their competitive landscape.

This sample of our Places dataset features detailed information on POIs linked to grocery store retailers in the US, allowing customers to attain an in-depth overview of the competitive dynamics within the retail sector. The dataset provides a holistic view of each POI, enriched with detailed attributes including address, opening hours, website, and parent organization, among others, to empower you with a complete understanding of your market positioning.

The full dataset contains over 68 million POIs in categories such as retail, food and dining, business and services, financial services, etc., in over 100 categories across Europe, North America, and Latin America.

Data Set Attributes Include:

- Echo POI ID
- POI Name
- Brand
- Echo Categorization
- NAICS Categorization
- Business Status
- Complete Address
- Lat/Long
- Geo H3 ID
- Parent Organization
- Stock Ticker
- Opening Hours
- Phone Number
- Website

Country Coverage:<br/>Our data is accessible in the following countries: France, Italy, Spain, Germany, United States, United Kingdom, Netherlands, Belgium, Sweden, Canada, Switzerland. We are continuously expanding our coverage, regularly adding more countries.

Additional Information:

- Information about our dataset in regards to our methodology, country offering and data schema can be found here:<br/>1) Places Methodology: https://docs.echo-analytics.com/places/methodology<br/>2) Places Data Schema: https://docs.echo-analytics.com/places/data-schema<br/>3) Places Country Availability: [https://docs.echo-analytics.com/places/available-countries](https://docs.echo-analytics.com/places/country-coverage)

Echo's commitment to customer service is evident in our exceptional data quality and dedicated team, providing 360° support throughout the location data journey. We handle the complex tasks to deliver analysis-ready data sets to you.

搜集汇总

背景与挑战

背景概述

该数据集提供美国杂货店零售商的详细POI信息，包含地址、营业时间、所属品牌等关键属性，覆盖68百万+欧美POI数据。Echo公司通过标准化数据模式和持续扩展的国家覆盖，支持用户进行零售业竞争格局分析。