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Dataset

The "Cars" dataset contains detailed information about cars listed for sale, with a total of 38,531 records and 30 columns.

Main Columns:

  • manufacturer_name: Name of the car manufacturer.
  • model_name: Name of the car model.
  • transmission: Type of car transmission (automatic or mechanical).
  • color: Car color.
  • odometer_value: Value of the car's odometer (mileage) in kilometers.
  • year_produced: Year of production of the car.
  • engine_fuel: Type of engine fuel (gasoline, diesel, etc.).
  • engine_has_gas: Indicates whether the car is equipped with a propane gas tank and piping.
  • engine_type: Type of car engine.
  • engine_capacity: Engine capacity in liters.
  • body_type: Type of car body (hatchback, sedan, etc.).
  • has_warranty: Indicates whether the car has a warranty.
  • state: State of the car (new, used, emergency).
  • drivetrain: Type of drive the car has (front-wheel drive, rear-wheel drive, all-wheel drive).
  • price_usd: Price of the car listed in the catalog in US dollars.
  • is_exchangeable: Indicates whether the owner is willing to exchange the car for others with little or no additional payment.
  • location_region: Location region in Belarus where the car is listed for sale.
  • number_of_photos: Number of photos of the car.
  • up_counter: Number of times the car has been promoted.
  • feature_0 - feature_9: Indicates whether certain options, such as alloy wheels, air conditioning, etc., are present on the car.
  • duration_listed: Number of days the car has been listed in the catalog.

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