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Singapore Restaurant Review Analytics
Reviews & Ratings
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset offers a collection of reviews and ratings for restaurants listed on the Foodpanda platform, specifically focusing on establishments in Singapore. Foodpanda is a prominent online food and grocery delivery service, operating as the lead brand for Delivery Hero across Asia. The dataset provides valuable insights into customer satisfaction and restaurant performance, serving as a free resource for analysis and research into the food delivery ecosystem. The information was most recently updated as of 19 April 2025.
Columns
- StoreId: A unique identifier assigned to each restaurant. This dataset includes 5,649 distinct store IDs.
- CompleteStoreName: The full, unique name of each restaurant, with 5,649 different names represented.
- FoodType: Categorises the cuisine offered by the restaurant. Common types include Chinese (15%) and Indian (9%), with a broad 'Other' category encompassing 76% of entries (4,302 unique types).
- AverageRating: The mean customer rating for each restaurant. Ratings range from 1.00 to 5.00, with a significant number of restaurants falling into higher rating brackets; for example, 2,554 restaurants have an average rating between 4.20 and 4.60, and 1,690 between 4.60 and 5.00.
- Reviewers: Indicates the volume of reviewers for each restaurant. Approximately 30% of restaurants have 100 or more reviewers, while 8% have 500 or more.
- City: The city where the restaurant is located. Currently, all entries in this column show null values.
- Location: Provides location details for the restaurant. All entries in this column are currently null.
Distribution
The dataset is presented in a tabular format, typically delivered as a CSV file. It contains information for 5,649 unique restaurants, corresponding to at least 5,649 records. While specific file size details are not provided, the structure allows for straightforward data processing.
Usage
This dataset is ideal for various applications and use cases, including:
- Analysing customer sentiment and satisfaction towards different restaurants and food types.
- Conducting market research on the performance of food delivery services and restaurant trends in Singapore.
- Developing and testing natural language processing (NLP) models for review analysis.
- Supporting academic research into consumer behaviour within the online food delivery sector.
- Identifying top-performing restaurants or areas for improvement based on ratings and reviewer counts.
Coverage
The geographic scope of this dataset is primarily Singapore, aligning with the operational headquarters of Foodpanda in Asia. The data was last updated on 19 April 2025. While the
City and Location columns currently contain null values for all entries, the dataset's title and context clearly indicate its focus on Singapore. Demographic information is not explicitly detailed but pertains to users of the Foodpanda platform.License
CC-BY-NC
Who Can Use It
- Data Scientists and Analysts: To build models, perform statistical analysis, and uncover insights into restaurant performance and customer behaviour.
- Academic Researchers: For studies on e-commerce, urban development, consumer trends, and the gig economy in Southeast Asia.
- Business Developers: To assess market opportunities, understand competitive landscapes, and strategise for food service expansion.
- Developers: To create applications that leverage restaurant data, such as recommendation systems or comparative tools.
Dataset Name Suggestions
- Singapore Foodpanda Restaurant Reviews & Ratings
- Foodpanda Singapore Eatery Performance
- Asian Food Delivery Customer Feedback (Singapore)
- Singapore Restaurant Review Analytics
Attributes
Original Data Source: Singapore Food Panda Restaurant Reviews
QUALITY