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3. Data.csv have two categorical column (the country column, and the purchased column). a. Apply OneHot coding on Country column. b. Apply Label encoding on purchased column




 import pandas as pd
from sklearn import Preprocessing

#label encoding

data=pd.read_csv("data.csv")
df=pd.DataFrame(data)
'''label_enc=Preprocessing.LabelEncoder()
df=label_enc.fit_transform(df['Purchased'])
print(df)'''

#one hot encoding
enc=Preprocessing.OneHotEncoder()
enc_df=pd.DataFrame(enc.fit_transform(df[['Country']])).toarray()



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