Question 7
What will be the output of the following code snippet ?
import pandas as pdimport numpy as npfrom sklearn.preprocessing import OneHotEncoder
data = {"fruits": ['apple','orange', 'banana', 'orange', 'apple'], "price": [10,20,5,20,10]}
df = pd.DataFrame(data)
ohe = OneHotEncoder()print(ohe.fit_transform(df[['fruits']]).toarray())