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Zomato Restaurants Data for Delhi Region
Food & Beverage Consumption
Tags and Keywords
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Free
About
Provides detailed information on 1965 restaurants located across the Delhi NCR region, as listed on Zomato. The dataset includes essential attributes such as restaurant names, specific food categories, estimated pricing for two people, locality details, average dining and delivery ratings, corresponding review counts, Zomato website URLs, full street addresses, contact phone numbers, and precise geographic coordinates. Furthermore, it highlights what each restaurant is recognised for, offering insights into unique aspects like ambience or particular food items. The data was last updated on 30th August 2021.
Columns
- Restaurant_Name: Holds the unique name of the restaurant.
- Category: Specifies the type of cuisine or food served by the restaurant or café.
- Pricing_for_2: Indicates the estimated price for two people, applicable for ordering or dine-in, as per Zomato.
- Locality: Identifies the specific locality or street where the restaurant is situated.
- Dining_Rating: Represents the average rating for the restaurant, given by customers who have dined in.
- Dining_Review_Count: Provides the total count of dining ratings received.
- Delivery_Rating: Shows the average rating given by customers who order food online from the restaurant, if applicable.
- Delivery_Rating_Count: Counts the number of delivery ratings received.
- Website: Contains the Zomato URL for that particular restaurant.
- Address: Details the full street address for the restaurant.
- Phn_no: Lists the restaurant's phone number as it appears on Zomato.
- Latitude: Provides the geographic latitude coordinates for the restaurant.
- Longitude: Provides the geographic longitude coordinates for the restaurant.
- Known_For2: Describes a primary aspect the restaurant is famous for, such as ambience or specific food.
- Known_For22: Describes a secondary aspect the restaurant is famous for, which could include details like pretty décor or food quality.
Distribution
The dataset encompasses records for 1965 unique restaurants. It is supplied in a CSV file format, with a file size of 766.91 kB. Most columns maintain valid entries for all 1965 records. The 'Delivery_Rating' column contains data for 1563 entries, with 402 missing values, while 'Phone_No' includes 358 unique contact numbers. The average dining rating stands at 4.14, and the average delivery rating is 3.96.
Usage
This dataset is well-suited for a variety of applications, including:
- Market Analysis: Gaining insights into restaurant density, pricing trends, and popular cuisines within the Delhi NCR.
- Business Intelligence: Identifying market opportunities and assessing the competitive landscape for new or existing food businesses.
- Geospatial Analysis: Mapping restaurant locations and analysing their distribution patterns across the region.
- Recommendation Systems: Developing algorithms to suggest restaurants based on user preferences, ratings, and location.
- Consumer Behaviour Research: Studying correlations between restaurant attributes, customer ratings, and geographical factors.
Coverage
The dataset specifically covers restaurants located across the entirety of the Delhi NCR Region. The information included was last updated on 30th August 2021, providing details relevant up to that date. Geographic coordinates (latitude and longitude) are provided for each restaurant, enabling precise location-based analysis throughout the region.
License
CC0: Public Domain
Who Can Use It
- Data Scientists and Analysts: For conducting in-depth research into the food service industry dynamics.
- Entrepreneurs and Business Owners: To inform strategic decisions for new ventures or to optimise operations for existing restaurants.
- Urban Planners: To understand the commercial distribution of restaurants in the National Capital Region.
- Academics: For research in fields such as hospitality management, local economics, and urban geography.
- Software Developers: To integrate up-to-date restaurant information into local discovery platforms or food delivery applications.
Dataset Name Suggestions
- Delhi NCR Zomato Restaurant Listings
- Zomato Restaurants Data for Delhi Region
- National Capital Region Dining Sector Data
- Delhi Food Scene Analytics Data
- NCR Restaurant Ratings & Details
Attributes
Original Data Source: Zomato Restaurants Data for Delhi Region
QUALITY