In [ ]:
df_encoded = pd.get_dummies(iris_df, columns=["variety"], dtype=int, prefix_sep=".")
df_encoded.head()
Out[ ]:
| sepal.length | sepal.width | petal.length | petal.width | encoded.variety | variety.Setosa | variety.Versicolor | variety.Virginica | |
|---|---|---|---|---|---|---|---|---|
| 60 | 5.0 | 2.0 | 3.5 | 1.0 | 1 | 0 | 1 | 0 |
| 62 | 6.0 | 2.2 | 4.0 | 1.0 | 1 | 0 | 1 | 0 |
| 119 | 6.0 | 2.2 | 5.0 | 1.5 | 2 | 0 | 0 | 1 |
| 68 | 6.2 | 2.2 | 4.5 | 1.5 | 1 | 0 | 1 | 0 |
| 41 | 4.5 | 2.3 | 1.3 | 0.3 | 0 | 1 | 0 | 0 |