This dataset contains data about 762,091 used cars scraped from cars.com. The data was collected on Apr, 2023.

Feature description:

1. manufacturer - name of the car manufacturer
2. model - name of the car model
3. year - the year when the car was produced
4. mileage - the number of miles the car has traveled since production
5. engine - car engine
6. transmission - type of the car's transmission
7. drivetrain - type of the car's drivetrain
8. fuel_type - type of fuel that the car consumes
9. mpg - the number of miles a car can travel using one gallon of fuel (miles per gallon)
10. exterior_color - car exterior color
11. interior_color - car interior color
12. accidents_or_damage - whether the car was involved in accidents
13. one_owner - whether the car was owned by one person
14. personal_use_only - whether the car was used only for personal purposes
15. seller_name - name of the seller
16. seller_rating - seller's rating
17. driver_rating - car rating given by drivers
18. driver_reviews_num - the number of car reviews left by drivers
19. price_drop - price reduction from the initial price
20. price - car price