VarunKumarGupta2003/Car-Sale-Prediction
Tabular Regression
•
Updated
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 |