import pandas as pd from sklearn.preprocessing import OneHotEncoder data={ 'Fruit':['Apple','Banana','Cherry','Apple','Data','Cherry'] } df=pd.DataFrame(data) df_encoder=pd.get_dummies(df) print(df_encoder)
Fruit_Apple Fruit_Banana Fruit_Cherry Fruit_Data 0 True False False False 1 False True False False 2 False False True False 3 True False False False 4 False False False True 5 False False True False