Lets assume I have a DF like below:
| No | Cost |
|---|---|
| 1 | 10.5 |
| 2 | 34 |
| 3 | 755 |
| 4 | 1203 |
| 5 | 323 |
I want to set a N number of bins (like a histogram) i.e. 5 bins on the "Cost" column, and basically concatenate the One Hot Vectors along with my DataFrame DF like below:
| No | Cost | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 1 | 10.5 | 1 | 0 | 0 | 0 | 0 |
| 2 | 34 | 0 | 1 | 0 | 0 | 0 |
| 3 | 755 | 0 | 0 | 0 | 1 | 0 |
| 4 | 1203 | 0 | 0 | 0 | 0 | 1 |
| 5 | 323 | 0 | 0 | 1 | 0 | 0 |