Download POIs data which include various types of eateries, such as fast food, casual dining, fine dining, ethnic cuisine, coffee shops, bakeries, etc., facilitating efficient access and enhancing user experiences.
The Restaurants and Cafes POI dataset for the United States of America (USA) provides a comprehensive collection of real-world locations that are identifiable and named, specifically focusing on restaurants and cafes. These POIs include various types of eateries, such as fast food, casual dining, fine dining, ethnic cuisine, coffee shops, bakeries, etc., facilitating efficient access and enhancing user experiences.
This dataset employs various categorization methods to classify restaurants and cafes based on type, subtype, location, and attributes. The type categorization encompasses broad classifications like restaurant or café, while subtypes offer finer granularity such as specific cuisines. Location data pinpoints the exact geographical coordinates of each restaurant or café, enabling precise mapping. Furthermore, the dataset offers an array of attributes that furnish additional information about these restaurants and cafes, such as contact details, operational hours, ratings, reviews, and other relevant data.
How can this dataset benefit you?
Merge restaurant data with customer insights for personalized ads. Identify preferences, optimize timing, and increase ROI by connecting deeply with your audience.
Maximize property potential with district info, traffic trends, and reviews. Find ideal spots for cafes or fine dining, ensuring commercial success.
Ease urban congestion using dataset insights. Analyze eatery traffic trends for smoother mobility during peak hours.
West USA has over 424,027 restaurants and cafes and East USA has 481,145 making a total of 905,172 restaurants and cafes in the United States.California has 109,360 restaurants and cafes which is the highest in the entire USA followed by Texas with 81,010, Florida with 63,500, New York with 51,082, and Pennsylvania with 35,117 restaurants and cafes.
3.7% of the F&B establishments in West USA are cafes and 4.5% of the F&B establishments in East USA are cafes. The cafe with over 38,000 reviews is in Louisiana and it’s ‘highly visited’. California has 4,185 cafes which is the highest in the entire USA followed by Florida with 3,260 while the United States Virgin Islands has 4 cafes which is the lowest number in the USA.
103,129 restaurants out of the overall 905,172 restaurants and cafes in the United States have high traffic and are highly visited. Florida has the highest number of highly visited restaurants and cafes with 8,290, followed by New York with 4,825 and Georgia with 4,230 restaurants and cafes.
Find answers to commonly asked questions about our spatial analyst platform.
905,455 restaurant and cafés within USA
the names of some of the most expensive restaurants in the USA: 212 Steakhouse, Bern’s Steak House, Industry Kitchen, Norma’s, Serendipity, Le Burger Brasserie, French Laundry, Meadowood, Per-Se, Alinea, Guy Savoy, and Joel Robuchon.
Yes, the restaurant business can be profitable in the USA, but it depends on various factors such as location, type of restaurant, and management.
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