380,000 Restaurants Mostly USA Based
Comprehensive Dataset Spanning American Eateries and other countries. Geotagged.
@kaggle.kwxdata_380k_restaurants_mostly_usa_based
About this Dataset
380,000 Restaurants Mostly USA Based
Title:
380K Restaurants - Mostly USA Based
Subtitle:
An extensive dataset of restaurants spanning the USA, with select international entries.
Description:
Dataset Overview:
This dataset provides a comprehensive compilation of 380,000 restaurants. While the majority are from the USA, there is also a representation from international locales. It's an invaluable resource for researchers, business analysts, and enthusiasts looking into the restaurant industry.
Dataset Contents:
The dataset encompasses various attributes for each restaurant:
Title: The name of the restaurant.Link: A direct link to the restaurant's online presence or review site.Category: The type or genre of the restaurant (e.g., "Fast Food" or "Sushi").Rating: A numerical representation of customer reviews and feedback.Website: The official website of the restaurant.Phone: Contact number for reservations or inquiries.Address: Physical location or address of the restaurant.Images: Visual representations or photographs related to the restaurant.Categories: Further details on the restaurant's specialties.Geo_Coordinates: Geographical data points related to the restaurant's location.Time_Zone: The time zone in which the restaurant operates.Latitude&Longitude: Geographical coordinates for map integrations.
Potential Use Cases:
- Regional Analysis: Study restaurant distributions across different states or regions.
- Rating Trends: Analyze the correlation between restaurant categories and their ratings.
- Mapping Projects: Visualize restaurant locations to identify dense clusters or potential opportunities.
- Time-Based Analysis: Investigate restaurant operations across different time zones.