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# one-hot encoding (categorical variables with more than two levels)
one_hot_encoding_columns = ['MultipleLines', 'InternetService', 'OnlineSecurity', 'OnlineBackup', 'DeviceProtection',
'TechSupport', 'StreamingTV', 'StreamingMovies', 'Contract', 'PaymentMethod']
# encode categorical variables with more than two levels using one-hot encoding
df_telco_transformed = pd.get_dummies(df_telco_transformed, columns = one_hot_encoding_columns)
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