This is a Big data system used cars for saving, analyse and modeling The data are from cars.com. The dataset contains the information of 30627 used cars on sale. All of the cars are within 20 miles from ZIP code 90013. There are three files in this dataset
The following is the information of a car in car_data.json
.
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822058788
---------------------------------------------------------------ID code for the car-
vehicle_head_info
--------------------------------------------header of information-
title
: " 2003 BMW Z4 3.0i Roadster"-------------title of used car. This contains the year, the maker and the model.
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odometer
: "106,517 miles"-----------------------------odometer of the car. -
price
: "$8,995"---------------------------------------------price of the car
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-
seller_info
------------------------------------------------------seller informationseller_name
: "Sold by Shane's..."-------------------name of sellerseller_rateing
: "4.1"-----------------------------------rating of seller 4.1/5.0seller_reviews_count
: "33 Reviews"-------------the number of reviewsseller_position
: "ShermanOaks,CA91423"---current position of the carseller_notes
: ”Welcome to SHANE CARS“------notes written by selle
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basics
--------------------------------------------------------------basic informationFuel Type
: "Gasoline"Exterior Color
: "Blue"City MPG
: "21"Interior Color
: "Black"Highway MPG
: "29"Stock
: "3996"-----------------------------------------------Stock number of the carDrivetrain
: "RWD"Transmission
: "6-Speed SMG II"Engine
: "3.0L I6 24V MPFI DOHC"VIN
: "4USBT53453LT24117"---------------------------Unique Vin codeMileage
: "106,517"
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all_features
:[----------------------------------------------------a list of features of the car "ABS and Driveline Traction Control",
...
]
-
This is a csv file with a column of ID code and a column of position information
unname
:This is the index of csv file from 0 to 30626ID
: ID codePosition
: the city and ZIP code of the car.
Tips: By using zip code API, you can get the latitude and longitude of the car. This can be additional data for training
This is a csv file with a column of ID code and a column of vin code for the car
unname
:This is the index of csv file from 0 to 30626ID
: ID codeVIN
: VIN is unique for each vehicle.