13 KiB
Raw Blame History

загрузим датасет

In [3]:
import pandas as pd
df = pd.read_csv("..//static//csv//car_price_prediction.csv", sep=",")
df
Out[3]:
ID Price Levy Manufacturer Model Prod. year Category Leather interior Fuel type Engine volume Mileage Cylinders Gear box type Drive wheels Doors Wheel Color Airbags
0 45654403 13328 1399 LEXUS RX 450 2010 Jeep Yes Hybrid 3.5 186005 km 6.0 Automatic 4x4 04-May Left wheel Silver 12
1 44731507 16621 1018 CHEVROLET Equinox 2011 Jeep No Petrol 3 192000 km 6.0 Tiptronic 4x4 04-May Left wheel Black 8
2 45774419 8467 - HONDA FIT 2006 Hatchback No Petrol 1.3 200000 km 4.0 Variator Front 04-May Right-hand drive Black 2
3 45769185 3607 862 FORD Escape 2011 Jeep Yes Hybrid 2.5 168966 km 4.0 Automatic 4x4 04-May Left wheel White 0
4 45809263 11726 446 HONDA FIT 2014 Hatchback Yes Petrol 1.3 91901 km 4.0 Automatic Front 04-May Left wheel Silver 4
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
19232 45798355 8467 - MERCEDES-BENZ CLK 200 1999 Coupe Yes CNG 2.0 Turbo 300000 km 4.0 Manual Rear 02-Mar Left wheel Silver 5
19233 45778856 15681 831 HYUNDAI Sonata 2011 Sedan Yes Petrol 2.4 161600 km 4.0 Tiptronic Front 04-May Left wheel Red 8
19234 45804997 26108 836 HYUNDAI Tucson 2010 Jeep Yes Diesel 2 116365 km 4.0 Automatic Front 04-May Left wheel Grey 4
19235 45793526 5331 1288 CHEVROLET Captiva 2007 Jeep Yes Diesel 2 51258 km 4.0 Automatic Front 04-May Left wheel Black 4
19236 45813273 470 753 HYUNDAI Sonata 2012 Sedan Yes Hybrid 2.4 186923 km 4.0 Automatic Front 04-May Left wheel White 12

19237 rows × 18 columns