Casual Dining POIs in Seattle, Boston, and San Francisco

This sample of our dataset contains business listing information in the casual dining category (restaurants) in three cities in the United States. The dataset includes attributes related to the commercial points of interest (POIs) such as opening hours, lat/long, complete address, website, parent organization, and more.

Echo’s services come with a dedicated team delivering 360° support throughout the location data journey with flexible long-term solutions that streamline analysis and minimize response time.

The full dataset contains over 60 million POIs in categories like retail, food and dining, business and services, financial services, public places, etc., in over 100 categories across Europe, North America, and South America.

ATTRIBUTES INCLUDE:
- POI Name
- Brand
- NAICs Categorization
- Complete Address
- Lat/Long
- Parent Organization
- Stock Ticker
- Opening Hours
- Phone Number
- Website

MORE INFO:
Echo updates its POIs every month, with files delivered in a CSV file format. The data dictionary and other technical information on our dataset can be found here:
1) Data Schema: https://docs.echo-analytics.com/places/data-schema
2) Country Availability: https://docs.echo-analytics.com/places/available-countries