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Used Cars KSA Price and Features
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About
Data concerning used vehicles listed for sale in Saudi Arabia. This collection was derived by scraping information from the Yallamotor website, a major platform featuring used vehicles across the Kingdom of Saudi Arabia (KSA). This resource is valuable for researchers and analysts seeking to study regional market trends, perform statistical modelling, or develop machine learning approaches. It is especially suitable for building regression models aimed at predicting car prices based on specific features like mileage and age. The dataset contains records for 2,287 vehicles.
Columns
- car_brand: Identifies the specific manufacturer of the car. Ford is the most frequent brand, accounting for approximately 50% of the listings.
- car_model: The commercial name used by the manufacturer for the specific range of cars. Common examples include the Expedition and the Edge.
- car_driven: The distance the vehicle has travelled, measured in kilometres. The mean distance is around 99.6k kilometres, with some outliers reaching up to 4.01 million kilometres.
- car_transmission: Describes the type of transmission system installed in the vehicle. Automatic transmissions are highly dominant, representing 91% of the data.
- car_model_year: The year the specific model was manufactured. The range of years spans from 1979 to 2022.
- car_price: The selling price of the used car, denominated in Saudi Riyal. Prices range significantly, starting from 123 up to 50 million.
Distribution
The data is provided in a clean CSV file format (used_car_cleaned.csv) and is approximately 102.95 kB in size. The structure includes 2,287 individual vehicle records, each detailed across 6 distinct columns.
Usage
Developing predictive models, such as regression analysis, to estimate used vehicle market value. Analysing regional automotive market share and popularity across different manufacturers (e.g., Ford and Toyota). Studying how variables like mileage, transmission type, and age correlate with the final sale price in the Saudi Arabian market. The data is appropriate for exploring and practicing various statistical and machine learning methodologies.
Coverage
The geographic scope focuses entirely on the used vehicle market within Saudi Arabia. The listings cover a significant range of model years, starting from 1979 and extending up to 2022. The data represents information scraped from used vehicle listings available on the Yallamotor platform.
License
CC0: Public Domain
Who Can Use It
Data scientists focused on building high-accuracy pricing models. Academic researchers or students undertaking projects in econometrics or statistical studies using real-world vehicle transaction features. Market intelligence professionals requiring insight into the supply and pricing dynamics of the Middle Eastern automotive sector.
Dataset Name Suggestions
- Used Cars KSA Price and Features
- Saudi Used Vehicle Listings
- Yallamotor KSA Used Car Data
- Arabian Gulf Used Car Market
Attributes
Original Data Source:Used Cars KSA Price and Features
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