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Hyderabad Restaurant Insights
Reviews & Ratings
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset provides a detailed collection of restaurant metadata from Hyderabad, focusing on unique food culture and cuisines. Its primary purpose is to facilitate the clustering of restaurants into distinct segments and to enable thorough cost versus benefit analysis. The data also offers valuable insights into the dynamic food and beverage landscape of Hyderabad, which boasts a balanced mix of cosmopolitan (e.g., Italian, Chinese, North Indian) and traditional (e.g., biryanis) culinary offerings. The dataset is instrumental for understanding evolving outdoor dining trends, gauging public perception of various cuisines, and identifying key factors contributing to restaurant ratings.
Columns
- Name: The name of the restaurant.
- Links: URL links associated with the restaurants.
- Cost: The estimated cost per person for dining.
- Collections: Tagging of restaurants according to Zomato categories.
- Cuisines: The types of cuisines served by the restaurants.
- Timings: The operating hours of the restaurants.
Distribution
The dataset is typically provided in a CSV file format. It contains records for 105 unique restaurants. For instance, dining cost estimates range from £150.00 to £2800.00, with varying counts across different price brackets. Restaurant timings predominantly fall within 11 AM to 11 PM (93%), with 12 Noon to 12 Midnight accounting for 6%, and other timings making up the remaining 5%. Regarding cuisine types, North Indian and Chinese cuisines account for 45% of the entries.
Usage
This dataset is ideal for a variety of applications, including:
- Clustering restaurants to identify market segments.
- Conducting cost versus benefit analyses within the dining industry.
- Performing sentiment analysis on associated restaurant reviews to understand customer opinions.
- Identifying influential critics within the culinary sector.
- Uncovering emerging trends and influences in outdoor dining.
- Analysing how the general public perceives newer cuisines in contrast to traditional Hyderabadi cuisine.
- Determining the factors that contribute to positive or negative restaurant ratings.
Coverage
The dataset's geographic scope is focused solely on Hyderabad, India, capturing its unique food culture and culinary scene. There is no specific time range for the data itself provided within the sources, though it was listed on 16/06/2025. The demographic scope centres on understanding the general public's dining preferences and perceptions in Hyderabad.
License
CC0
Who Can Use It
This dataset is suitable for a wide range of users, including:
- Data Scientists and Analysts: For market segmentation, trend analysis, and predictive modelling.
- Business Developers: To inform strategies for new restaurant ventures or menu optimisations.
- Academics and Researchers: For studies on urban food culture, consumer behaviour, and sentiment analysis.
- Journalists and Bloggers: To create content on local dining trends and restaurant reviews.
- Students: For educational projects involving data analysis and machine learning.
Dataset Name Suggestions
- Hyderabad Restaurant Insights
- Zomato Hyderabad Dining Data
- Hyderabad Culinary Scene Dataset
- Restaurant Segmentation Hyderabad
Attributes
Original Data Source: Zomato Restaurants Hyderabad
QUALITY