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Bangladesh Food Establishment Data
Food & Beverage Consumption
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"No reviews yet"
Free
About
A curated inventory of cafes and dining establishments located throughout Bangladesh. This collection offers details on over 12,700 venues, capturing essential information for locational analysis and market research. The underlying data was sourced using the Google Places API from Google Maps. It provides detailed location coordinates, consumer ratings, review counts, and price level indicators for analysing the hospitality landscape in the region.
Columns
The dataset contains eight key columns:
- place id: A unique identifier corresponding to a place listing on Google Maps.
- name: The official name of the dining establishment or cafe.
- latitude: The geographical latitude coordinate of the restaurant's location.
- longitude: The geographical longitude coordinate of the restaurant's location.
- rating: The user rating of the establishment, provided on a scale of 0.0 to 5.0.
- number of reviews: The total count of reviews submitted for the restaurant.
- affluence: An indicator of the price level, where 1.0 signifies Cheap, 2.0 Moderate, 3.0 Expensive, and 4.0 Very Expensive.
- address: The physical address details of the establishment.
Distribution
The data is provided in a tabular CSV file format, approximately 1.82 MB in size. It currently contains 12,700 total valid records across eight columns. While core geographic and naming fields are entirely valid, caution should be used when analysing certain metrics: approximately 21% of records are missing values for the total number of reviews, and a substantial portion (86%) lacks specific affluence/price level information.
Usage
Ideal for market research questions, such as determining the concentration of dining establishments within Bangladesh, identifying the most highly rated or popular venues, or investigating potential correlations between price points and restaurant popularity. Users can leverage the geospatial coordinates for mapping density and trends.
Coverage
The geographic scope extends to cafes and restaurants situated across Bangladesh. The expected update schedule for this data product is annually.
License
CC BY-SA 4.0
Who Can Use It
Data analysts seeking insights into the food and hospitality sector; Geographic Information System (GIS) specialists mapping restaurant density; Business strategists evaluating market penetration and consumer preferences; Researchers studying consumer behaviour based on price and rating data.
Dataset Name Suggestions
- Bangladesh Food Establishment Data
- Bangladeshi Cafe and Restaurant Index
- Google Maps Dining Data (Bangladesh)
- Restaurant Popularity Metrics - Bangladesh
Attributes
Original Data Source: Bangladesh Food Establishment Data
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