Create pandas dataframe with multiple dataframes

Question

I\'ve a csv file like this:

Fruit_Type;Fruit_Color;Fruit_Description
Apple;Green,Red,Yellow;Just an apple
Banana;Green,Yellow;Just a Banana
Orange;Red,Yellow;Jus         


        

Answer 1

I suggest use str.get_dummies:

df = df.join(df.pop('Fruit_Color').str.get_dummies(','))
print (df)
  Fruit_Type Fruit_Description  Green  Red  Yellow
0      Apple     Just an apple      1    1       1
1     Banana     Just a Banana      1    0       1
2     Orange    Just an Orange      0    1       1
3      Grape      Just a Grape      0    0       0