Car | Model | Mileage | Sell Price($) | Age(yrs) |
---|---|---|---|---|
0 | BMW X5 | 69000 | 18000 | 6 |
1 | BMW X5 | 35000 | 34000 | 3 |
2 | BMW X5 | 57000 | 26100 | 5 |
3 | BMW X5 | 22500 | 40000 | 2 |
4 | BMW X5 | 46000 | 31500 | 4 |
5 | Audi A5 | 59000 | 29400 | 5 |
6 | Audi A5 | 52000 | 32000 | 5 |
7 | Audi A5 | 72000 | 19300 | 6 |
8 | Audi A5 | 91000 | 12000 | 8 |
9 | Mercedez Benz C class | 67000 | 22000 | 6 |
10 | Mercedez Benz C class | 83000 | 20000 | 7 |
11 | Mercedez Benz C class | 79000 | 21000 | 7 |
12 | Mercedez Benz C class | 59000 | 33000 | 5 |
Above is my data frame and I want to Encode "Car Model" using one hot encoder.