--- {} --- # AutoTrain Dataset for project: priceless-cars ## Dataset Description This dataset has been automatically processed by AutoTrain for project priceless-cars. ### Languages The BCP-47 code for the dataset's language is unk. ## Dataset Structure ### Data Instances A sample from this dataset looks as follows: ```json [ { "id": "3d17c610-505d-4104-b3b5-e2b0cb3693a1", "feat_myear": 2013, "feat_body": "suv", "feat_transmission": "manual", "feat_fuel": "diesel", "feat_km_driven": 80000, "feat_ip": 0, "feat_oem": "nissan", "feat_model": "nissan terrano", "feat_variant": "xv premium 110 ps", "feat_City": "patan", "target": 360000.0, "feat_utype": "individual", "feat_top_features": "['power steering', 'power windows front', 'air conditioner', 'heater', 'adjustable head lights', 'fog lights front', 'anti lock braking system', 'brake assist', 'cd player']", "feat_comfort_features": "['power steering', 'power windows front', 'power windows rear', 'air quality control', 'remote trunk opener', 'remote fuel lid opener', 'low fuel warning light', 'accessory power outlet', 'trunk light', 'vanity mirror', 'rear reading lamp', 'rear seat headrest', 'rear seat centre arm rest', 'height adjustable front seat belts', 'cup holders front', 'cup holders rear', 'seat lumbar support', 'rear acvents']", "feat_interior_features": "['air conditioner', 'heater', 'adjustable steering', 'digital odometer', 'tachometer', 'electronic multi tripmeter', 'leather seats', 'fabric upholstery', 'leather steering wheel', 'glove compartment', 'digital clock', 'cigarette lighter', 'height adjustable driver seat']", "feat_exterior_features": "['adjustable head lights', 'fog lights front', 'power adjustable exterior rear view mirror', 'rear window wiper', 'rear window washer', 'rear window defogger', 'alloy wheels', 'power antenna', 'tinted glass', 'chrome grille', 'smoke headlamps', 'roof rail']", "feat_safety_features": "['anti lock braking system', 'brake assist', 'centeral locking', 'power door locks', 'child safety locks', 'driver air bag', 'passenger air bag', 'day night rear view mirror', 'passenger side rear view mirror', 'halogen headlamps', 'rear seat belts', 'seat belt warning', 'door ajar warning', 'side impact beams', 'front impact beams', 'adjustable seats', 'keyless entry', 'centrally mounted fuel tank', 'engine immobilizer', 'crash sensor', 'ebd', 'anti theft device']", "feat_Color": "gray", "feat_Displacement": 1461.0, "feat_No of Cylinder": 4.0, "feat_Valves per Cylinder": 4.0, "feat_Valve Configuration": "dohc", "feat_Turbo Charger": true, "feat_Super Charger": true, "feat_Width": 2000.0, "feat_Wheel Base": 2673.0, "feat_Front Tread": 1560.0, "feat_Kerb Weight": null, "feat_Gear Box": "6 speed", "feat_Drive Type": "fwd", "feat_Seats": 5.0, "feat_Steering Type": "power", "feat_Turning Radius": 5.2, "feat_Front Brake Type": "disc", "feat_Rear Brake Type": "drum", "feat_Top Speed": 168.0, "feat_Acceleration": 13.0, "feat_Tyre Type": "tubeless", "feat_Doors": 4.0, "feat_Cargo Volume": 475.0, "feat_state": "gujarat", "feat_mileage_new": 19.01, "feat_owner_type": "fourth", "feat_Fuel Suppy System": "Common Rail Injection", "feat_Alloy Wheel Size": 16.0, "feat_Max Power Delivered": 108.5, "feat_Max Power At": 3900.0, "feat_Max Torque Delivered": 248.0, "feat_Max Torque At": 2250.0 }, { "id": "19e00bea-185c-4e78-9dd0-c11ba8369365", "feat_myear": 2014, "feat_body": "sedan", "feat_transmission": "manual", "feat_fuel": "diesel", "feat_km_driven": 95648, "feat_ip": 0, "feat_oem": "hyundai", "feat_model": "hyundai elantra", "feat_variant": "crdi base", "feat_City": "gurgaon", "target": 350000.0, "feat_utype": "dealer", "feat_top_features": "['power steering', 'power windows front', 'air conditioner', 'heater', 'adjustable head lights', 'power adjustable exterior rear view mirror', 'anti lock braking system', 'centeral locking', 'cd player']", "feat_comfort_features": "['power steering', 'power windows front', 'power windows rear', 'air quality control', 'remote trunk opener', 'remote fuel lid opener', 'low fuel warning light', 'accessory power outlet', 'trunk light', 'rear seat headrest', 'rear seat centre arm rest', 'cup holders front', 'cup holders rear', 'multifunction steering wheel', 'rear acvents']", "feat_interior_features": "['air conditioner', 'heater', 'adjustable steering', 'digital odometer', 'tachometer', 'electronic multi tripmeter', 'fabric upholstery', 'leather steering wheel', 'glove compartment', 'digital clock']", "feat_exterior_features": "['adjustable head lights', 'power adjustable exterior rear view mirror', 'rear window defogger', 'alloy wheels', 'integrated antenna', 'outside rear view mirror turn indicators']", "feat_safety_features": "['anti lock braking system', 'centeral locking', 'power door locks', 'child safety locks', 'anti theft alarm', 'driver air bag', 'passenger air bag', 'passenger side rear view mirror', 'halogen headlamps', 'rear seat belts', 'seat belt warning', 'door ajar warning', 'side impact beams', 'front impact beams', 'adjustable seats', 'keyless entry', 'centrally mounted fuel tank', 'engine immobilizer', 'crash sensor', 'ebd', 'follow me home headlamps', 'anti theft device']", "feat_Color": "coral white", "feat_Displacement": 1582.0, "feat_No of Cylinder": 4.0, "feat_Valves per Cylinder": 4.0, "feat_Valve Configuration": "dohc", "feat_Turbo Charger": true, "feat_Super Charger": true, "feat_Width": 1775.0, "feat_Wheel Base": 2700.0, "feat_Front Tread": 1569.0, "feat_Kerb Weight": 1329.0, "feat_Gear Box": "6 speed", "feat_Drive Type": "fwd", "feat_Seats": 5.0, "feat_Steering Type": "power", "feat_Turning Radius": 5.3, "feat_Front Brake Type": "disc", "feat_Rear Brake Type": "disc", "feat_Top Speed": 191.0, "feat_Acceleration": 10.2, "feat_Tyre Type": "tubeless radial", "feat_Doors": 4.0, "feat_Cargo Volume": 420.0, "feat_state": "haryana", "feat_mileage_new": 22.7, "feat_owner_type": "first", "feat_Fuel Suppy System": "Common Rail Injection", "feat_Alloy Wheel Size": 16.0, "feat_Max Power Delivered": 126.24, "feat_Max Power At": 4000.0, "feat_Max Torque Delivered": 259.87, "feat_Max Torque At": 2325.0 } ] ``` ### Dataset Fields The dataset has the following fields (also called "features"): ```json { "id": "Value(dtype='string', id=None)", "feat_myear": "Value(dtype='int64', id=None)", "feat_body": "Value(dtype='string', id=None)", "feat_transmission": "Value(dtype='string', id=None)", "feat_fuel": "Value(dtype='string', id=None)", "feat_km_driven": "Value(dtype='int64', id=None)", "feat_ip": "Value(dtype='int64', id=None)", "feat_oem": "Value(dtype='string', id=None)", "feat_model": "Value(dtype='string', id=None)", "feat_variant": "Value(dtype='string', id=None)", "feat_City": "Value(dtype='string', id=None)", "target": "Value(dtype='float32', id=None)", "feat_utype": "Value(dtype='string', id=None)", "feat_top_features": "Value(dtype='string', id=None)", "feat_comfort_features": "Value(dtype='string', id=None)", "feat_interior_features": "Value(dtype='string', id=None)", "feat_exterior_features": "Value(dtype='string', id=None)", "feat_safety_features": "Value(dtype='string', id=None)", "feat_Color": "Value(dtype='string', id=None)", "feat_Displacement": "Value(dtype='float64', id=None)", "feat_No of Cylinder": "Value(dtype='float64', id=None)", "feat_Valves per Cylinder": "Value(dtype='float64', id=None)", "feat_Valve Configuration": "Value(dtype='string', id=None)", "feat_Turbo Charger": "Value(dtype='bool', id=None)", "feat_Super Charger": "Value(dtype='bool', id=None)", "feat_Width": "Value(dtype='float64', id=None)", "feat_Wheel Base": "Value(dtype='float64', id=None)", "feat_Front Tread": "Value(dtype='float64', id=None)", "feat_Kerb Weight": "Value(dtype='float64', id=None)", "feat_Gear Box": "Value(dtype='string', id=None)", "feat_Drive Type": "Value(dtype='string', id=None)", "feat_Seats": "Value(dtype='float64', id=None)", "feat_Steering Type": "Value(dtype='string', id=None)", "feat_Turning Radius": "Value(dtype='float64', id=None)", "feat_Front Brake Type": "Value(dtype='string', id=None)", "feat_Rear Brake Type": "Value(dtype='string', id=None)", "feat_Top Speed": "Value(dtype='float64', id=None)", "feat_Acceleration": "Value(dtype='float64', id=None)", "feat_Tyre Type": "Value(dtype='string', id=None)", "feat_Doors": "Value(dtype='float64', id=None)", "feat_Cargo Volume": "Value(dtype='float64', id=None)", "feat_state": "Value(dtype='string', id=None)", "feat_mileage_new": "Value(dtype='float64', id=None)", "feat_owner_type": "Value(dtype='string', id=None)", "feat_Fuel Suppy System": "Value(dtype='string', id=None)", "feat_Alloy Wheel Size": "Value(dtype='float64', id=None)", "feat_Max Power Delivered": "Value(dtype='float64', id=None)", "feat_Max Power At": "Value(dtype='float64', id=None)", "feat_Max Torque Delivered": "Value(dtype='float64', id=None)", "feat_Max Torque At": "Value(dtype='float64', id=None)" } ``` ### Dataset Splits This dataset is split into a train and validation split. The split sizes are as follow: | Split name | Num samples | | ------------ | ------------------- | | train | 2370 | | valid | 630 |