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YallaMotors Used Car Sales Data
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About
Used cars listed for sale on the YallaMotors website. It was collected by scraping the site and includes details such as car name, price, engine specifications, brand, and the country of sale. The data is particularly well-suited for exploratory data analysis and developing machine learning models, such as linear regression for price prediction.
Columns
- car name: The full name of the car model.
- price: The listed price of the car in the local currency of the country where it is being sold.
- engine_capacity: The engine capacity of the vehicle.
- cylinder: Information related to the car's engine cylinders.
- horse_power: The horsepower of the car's engine.
- top_speed: The maximum speed of the car.
- seats: The number of seats in the car.
- brand: The manufacturer or brand of the car.
- country: The country where the car is being sold.
Distribution
The data is provided in a single CSV file named
cars.csv, with a file size of approximately 547.38 kB. It consists of around 6,750 rows and 9 columns.Usage
Ideal applications for this data include:
- Exploratory Data Analysis (EDA) to understand trends in the used car market.
- Building and training machine learning algorithms.
- Developing predictive models, especially for linear regression tasks like estimating car prices.
- Market analysis of vehicle brands, models, and pricing across different countries.
Coverage
This data covers used car listings from the YallaMotors website. The geographic scope includes several countries, with the UAE and KSA being the most frequently represented. The time range is not specified, but the data is expected to be updated annually.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For training and testing regression models and performing EDA.
- Machine Learning Engineers: To build predictive pricing engines for the automotive sector.
- Market Analysts: To study pricing trends and brand popularity in the Middle Eastern used car market.
- Students and Researchers: For academic projects related to data analysis and automotive trends.
Dataset Name Suggestions
- YallaMotors Used Car Sales Data
- Middle East Used Car Listings
- Vehicle Pricing and Specifications Dataset
- Automotive Market Data for Regression Analysis
Attributes
Original Data Source: YallaMotors Used Car Sales Data
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