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Riyadh Cafe Scene from Google Maps
Data Science and Analytics
Tags and Keywords
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Free
About
Information about cafes situated in Riyadh, Saudi Arabia, has been gathered using an algorithm that searches and extracts data from Google Maps. This collection offers insights into the local cafe scene, including customer ratings, location data, and operational hours, which is valuable for market analysis, urban planning, and consumer research. It is important to note that some locations included may not strictly be cafes, as the data relies on Google Maps' labelling.
Columns
- index: A unique number assigned to each row in the dataset.
- coffeeName: The name of the cafe as it appears on Google Maps.
- rating: The customer rating for the cafe, on a scale out of 5.
- rating_count: The total number of ratings a cafe has received on Google Maps.
- URL: The direct Google Maps URL for the cafe's listing.
- 24_hours: A boolean value (true/false) indicating if the cafe operates 24 hours a day.
- lon: The longitude coordinate for the cafe's location.
- lan: The latitude coordinate for the cafe's location.
Distribution
The data is provided in a single CSV file named
riyadh_cafes.csv with a size of 803.72 kB. It contains 2,609 records, each representing a cafe, and has a total of 8 columns. The data is expected to be updated on an annual basis.Usage
Ideal applications for this data include market research for the food and beverage industry, competitive analysis of cafes in Riyadh, urban planning studies, and the development of location-based applications or services. Data scientists and analysts can use it to explore trends in customer preferences and business operating hours.
Coverage
The dataset's geographic scope is exclusively focused on the city of Riyadh. The information reflects data extracted from Google Maps at a specific point in time, with no specified demographic scope.
License
CC0: Public Domain
Who Can Use It
- Market Researchers: To analyse the density, ratings, and popularity of cafes across different areas of Riyadh.
- Business Owners: To identify potential locations for new cafes and understand the competitive landscape.
- Data Analysts: To perform spatial analysis and identify trends in consumer behaviour and ratings.
- App Developers: To integrate cafe locations, ratings, and opening hours into a local discovery or navigation application.
Dataset Name Suggestions
- Riyadh Cafe Scene from Google Maps
- Google Maps Cafe Data for Riyadh
- Riyadh Coffee Shops and Cafes Directory
- Geospatial Data for Cafes in Riyadh
Attributes
Original Data Source: Riyadh Cafe Scene from Google Maps
QUALITY