Places: Retail Store Locations in France (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 leading grocery retailers in France, 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 66 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

<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:

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

该数据集聚焦法国主要零售品牌的兴趣点位置信息，提供包括地址、营业时间、品牌归属等详细属性，以帮助用户分析市场竞争态势。其完整版本涵盖欧美地区超过6600万个兴趣点，覆盖零售、餐饮、商业服务等百余个类别。