VarunKumarGupta2003/Car-Sale-Prediction
Tabular Regression
•
Updated
•
1
Make
stringclasses 5
values | Model
stringclasses 5
values | Year
int64 2k
2.02k
| Engine Size
float64 1
4.5
| Mileage
int64 5
200k
| Fuel Type
stringclasses 3
values | Transmission
stringclasses 2
values | Price
float64 8.66k
40.7k
|
|---|---|---|---|---|---|---|---|
Honda
|
Model B
| 2,015
| 1.3
| 156,577
|
Diesel
|
Manual
| 19,240.996903
|
Audi
|
Model D
| 2,017
| 1.1
| 192,529
|
Electric
|
Manual
| 20,281.779257
|
BMW
|
Model E
| 2,000
| 3.7
| 156,962
|
Electric
|
Automatic
| 19,178.745634
|
Audi
|
Model D
| 2,007
| 2.9
| 183,057
|
Petrol
|
Manual
| 22,090.03344
|
Audi
|
Model D
| 2,000
| 3.4
| 108,269
|
Petrol
|
Manual
| 21,124.237648
|
Ford
|
Model E
| 2,000
| 2.3
| 35,013
|
Diesel
|
Manual
| 21,312.916288
|
BMW
|
Model D
| 2,018
| 1
| 165,025
|
Electric
|
Manual
| 21,214.755342
|
BMW
|
Model E
| 2,020
| 2.2
| 133,536
|
Diesel
|
Manual
| 23,690.919891
|
BMW
|
Model E
| 2,009
| 3.1
| 74,111
|
Diesel
|
Automatic
| 28,876.652105
|
Audi
|
Model E
| 2,017
| 1.8
| 112,839
|
Diesel
|
Automatic
| 27,231.572099
|
Honda
|
Model B
| 2,011
| 3.4
| 46,825
|
Diesel
|
Manual
| 29,512.071316
|
BMW
|
Model C
| 2,016
| 3.8
| 160,638
|
Diesel
|
Automatic
| 29,433.798452
|
Audi
|
Model B
| 2,000
| 2.6
| 94,035
|
Electric
|
Manual
| 21,648.501723
|
Ford
|
Model E
| 2,007
| 4.1
| 1,521
|
Petrol
|
Automatic
| 31,702.95904
|
Honda
|
Model C
| 2,009
| 4
| 17,363
|
Diesel
|
Automatic
| 30,565.028199
|
Ford
|
Model C
| 2,009
| 4.1
| 80,938
|
Electric
|
Automatic
| 27,728.815614
|
Honda
|
Model E
| 2,017
| 3.3
| 122,159
|
Diesel
|
Manual
| 25,035.364045
|
Audi
|
Model C
| 2,008
| 2.1
| 142,534
|
Electric
|
Automatic
| 22,219.683822
|
Toyota
|
Model C
| 2,001
| 2.7
| 73,109
|
Petrol
|
Automatic
| 20,851.654747
|
Honda
|
Model B
| 2,002
| 3.5
| 182,177
|
Petrol
|
Manual
| 20,023.026684
|
Ford
|
Model C
| 2,001
| 1.7
| 54,698
|
Electric
|
Automatic
| 21,631.880165
|
Audi
|
Model E
| 2,005
| 3.6
| 158,175
|
Diesel
|
Automatic
| 20,994.543599
|
Honda
|
Model A
| 2,011
| 2.9
| 119,511
|
Petrol
|
Manual
| 26,006.701895
|
Toyota
|
Model A
| 2,021
| 1.3
| 147,579
|
Diesel
|
Automatic
| 23,161.760266
|
Toyota
|
Model A
| 2,018
| 3
| 96,783
|
Diesel
|
Manual
| 26,212.577949
|
BMW
|
Model E
| 2,014
| 1.2
| 194,173
|
Electric
|
Manual
| 18,388.201768
|
BMW
|
Model A
| 2,018
| 1.1
| 98,829
|
Diesel
|
Manual
| 26,134.944224
|
Ford
|
Model B
| 2,011
| 4.1
| 116,774
|
Electric
|
Manual
| 28,580.353975
|
Honda
|
Model E
| 2,017
| 2.7
| 179,398
|
Electric
|
Automatic
| 24,115.919239
|
Honda
|
Model E
| 2,015
| 2.9
| 141,419
|
Electric
|
Manual
| 23,426.454208
|
BMW
|
Model E
| 2,001
| 2
| 6,099
|
Petrol
|
Automatic
| 25,803.690042
|
Honda
|
Model C
| 2,010
| 2.9
| 75,104
|
Diesel
|
Manual
| 25,329.208383
|
Honda
|
Model C
| 2,011
| 1.6
| 4,406
|
Electric
|
Manual
| 28,254.525472
|
Toyota
|
Model C
| 2,004
| 3.6
| 159,109
|
Electric
|
Automatic
| 21,252.908328
|
BMW
|
Model D
| 2,005
| 3.9
| 102,439
|
Diesel
|
Manual
| 24,316.619115
|
Audi
|
Model B
| 2,010
| 4
| 188,250
|
Petrol
|
Manual
| 18,702.311082
|
BMW
|
Model E
| 2,020
| 1.4
| 135,948
|
Electric
|
Manual
| 23,658.845547
|
Audi
|
Model E
| 2,009
| 3
| 90,692
|
Electric
|
Manual
| 25,898.638129
|
Toyota
|
Model C
| 2,003
| 3.8
| 161,943
|
Electric
|
Automatic
| 23,149.991154
|
Ford
|
Model E
| 2,008
| 1.4
| 96,442
|
Electric
|
Manual
| 22,334.556153
|
Honda
|
Model E
| 2,011
| 1.3
| 102,829
|
Diesel
|
Automatic
| 22,931.239031
|
Toyota
|
Model A
| 2,009
| 3.9
| 112,631
|
Electric
|
Manual
| 21,691.070674
|
Honda
|
Model E
| 2,013
| 3.8
| 44,895
|
Petrol
|
Manual
| 32,969.078037
|
Ford
|
Model D
| 2,004
| 2.6
| 43,760
|
Diesel
|
Automatic
| 25,859.533282
|
Ford
|
Model C
| 2,000
| 1.4
| 46,306
|
Petrol
|
Automatic
| 20,624.099342
|
Toyota
|
Model B
| 2,004
| 2.8
| 75,179
|
Diesel
|
Automatic
| 23,380.822056
|
Ford
|
Model B
| 2,015
| 2.4
| 147,659
|
Diesel
|
Manual
| 24,928.009045
|
Audi
|
Model A
| 2,004
| 2.8
| 76,554
|
Diesel
|
Manual
| 25,228.306522
|
Ford
|
Model B
| 2,004
| 2.5
| 135,285
|
Petrol
|
Automatic
| 19,130.218214
|
Honda
|
Model B
| 2,017
| 3
| 141,116
|
Petrol
|
Manual
| 27,197.735196
|
Honda
|
Model C
| 2,005
| 3.5
| 131,015
|
Electric
|
Manual
| 21,336.045597
|
Honda
|
Model C
| 2,020
| 3.7
| 44,425
|
Petrol
|
Automatic
| 34,210.245183
|
Honda
|
Model D
| 2,017
| 3.3
| 152,448
|
Electric
|
Automatic
| 26,706.74372
|
Audi
|
Model A
| 2,009
| 1.7
| 22,590
|
Diesel
|
Automatic
| 26,996.547457
|
BMW
|
Model B
| 2,014
| 2.4
| 43,403
|
Electric
|
Manual
| 27,635.072269
|
Toyota
|
Model D
| 2,021
| 1.2
| 26,628
|
Petrol
|
Automatic
| 30,330.081692
|
Honda
|
Model A
| 2,010
| 2.6
| 89,421
|
Diesel
|
Automatic
| 25,392.037496
|
Ford
|
Model B
| 2,018
| 4.4
| 105,763
|
Diesel
|
Manual
| 31,253.837146
|
Honda
|
Model B
| 2,012
| 3.2
| 133,264
|
Electric
|
Automatic
| 25,049.518576
|
Ford
|
Model C
| 2,019
| 1.5
| 152,505
|
Electric
|
Manual
| 21,493.900474
|
Ford
|
Model E
| 2,002
| 1.9
| 84,629
|
Petrol
|
Automatic
| 20,669.496893
|
Honda
|
Model A
| 2,015
| 1.2
| 124,062
|
Diesel
|
Automatic
| 21,479.387308
|
Audi
|
Model B
| 2,006
| 1.6
| 30,617
|
Electric
|
Manual
| 20,909.672721
|
Ford
|
Model A
| 2,011
| 2.7
| 107,454
|
Diesel
|
Automatic
| 25,105.561113
|
Ford
|
Model D
| 2,014
| 2.2
| 162,754
|
Petrol
|
Automatic
| 22,937.504203
|
Honda
|
Model D
| 2,007
| 1.7
| 10,250
|
Diesel
|
Automatic
| 26,258.158299
|
Ford
|
Model E
| 2,016
| 1.5
| 32,836
|
Electric
|
Manual
| 29,258.541997
|
Ford
|
Model B
| 2,000
| 3.3
| 112,319
|
Petrol
|
Manual
| 20,829.770734
|
Honda
|
Model C
| 2,020
| 3
| 67,173
|
Petrol
|
Automatic
| 34,578.17523
|
Honda
|
Model B
| 2,007
| 3.9
| 127,939
|
Diesel
|
Manual
| 25,574.000935
|
Toyota
|
Model A
| 2,013
| 1.6
| 106,761
|
Electric
|
Manual
| 25,239.037983
|
Audi
|
Model D
| 2,009
| 4
| 6,251
|
Diesel
|
Manual
| 32,333.554679
|
Audi
|
Model A
| 2,018
| 3
| 101,429
|
Diesel
|
Manual
| 30,660.131571
|
Ford
|
Model E
| 2,007
| 1.9
| 56,246
|
Diesel
|
Automatic
| 22,628.271425
|
Audi
|
Model D
| 2,018
| 2
| 164,078
|
Electric
|
Automatic
| 25,093.366714
|
Ford
|
Model C
| 2,003
| 2.4
| 86,966
|
Diesel
|
Automatic
| 23,276.767805
|
Toyota
|
Model D
| 2,009
| 2.6
| 171,857
|
Diesel
|
Automatic
| 19,686.887805
|
Honda
|
Model B
| 2,002
| 1.3
| 137,536
|
Petrol
|
Manual
| 18,473.099288
|
Honda
|
Model B
| 2,003
| 3.9
| 67,344
|
Petrol
|
Automatic
| 24,260.76275
|
Honda
|
Model D
| 2,015
| 1.4
| 141,353
|
Petrol
|
Automatic
| 23,180.238407
|
Audi
|
Model E
| 2,003
| 2.7
| 50,106
|
Electric
|
Automatic
| 21,369.619664
|
Toyota
|
Model B
| 2,019
| 2.3
| 121,720
|
Diesel
|
Automatic
| 28,618.207243
|
Audi
|
Model B
| 2,019
| 2.8
| 94,840
|
Diesel
|
Automatic
| 31,808.253784
|
Audi
|
Model C
| 2,012
| 4.1
| 105,293
|
Petrol
|
Automatic
| 27,884.743571
|
Toyota
|
Model D
| 2,020
| 4.5
| 176,112
|
Diesel
|
Manual
| 26,532.316754
|
Toyota
|
Model B
| 2,016
| 1.1
| 8,998
|
Electric
|
Manual
| 28,823.582176
|
Toyota
|
Model E
| 2,015
| 2.4
| 145,589
|
Diesel
|
Automatic
| 22,250.794174
|
Toyota
|
Model A
| 2,016
| 3.9
| 106,083
|
Petrol
|
Automatic
| 29,679.929195
|
Honda
|
Model D
| 2,005
| 2.1
| 185,354
|
Electric
|
Automatic
| 18,103.612764
|
BMW
|
Model C
| 2,002
| 3.3
| 42,866
|
Diesel
|
Manual
| 25,401.399404
|
BMW
|
Model B
| 2,019
| 4.5
| 113,384
|
Diesel
|
Manual
| 28,726.524781
|
Toyota
|
Model E
| 2,003
| 3.3
| 22,969
|
Diesel
|
Automatic
| 25,300.872733
|
BMW
|
Model D
| 2,007
| 1.4
| 100,980
|
Electric
|
Automatic
| 20,663.46927
|
BMW
|
Model E
| 2,019
| 4
| 146,855
|
Diesel
|
Manual
| 31,928.139239
|
Toyota
|
Model E
| 2,008
| 4.4
| 118,259
|
Petrol
|
Automatic
| 25,591.642554
|
BMW
|
Model C
| 2,021
| 3.5
| 31,107
|
Petrol
|
Automatic
| 35,940.296691
|
Audi
|
Model D
| 2,000
| 2.5
| 176,703
|
Petrol
|
Manual
| 15,517.01598
|
Ford
|
Model B
| 2,012
| 4.3
| 134,831
|
Petrol
|
Manual
| 25,684.468863
|
Ford
|
Model C
| 2,001
| 4.4
| 14,789
|
Electric
|
Manual
| 26,652.995653
|
Toyota
|
Model B
| 2,009
| 4.3
| 13,214
|
Petrol
|
Automatic
| 31,056.782569
|