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wibowotangara/creating target

Created January 19, 2024 09:08
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creating target
import numpy as np
conditions = [
(df['loan_status'].isin(['Fully Paid', 'Does not meet the credit policy. Status:Fully Paid'])),
(df['loan_status'].isin(['Charged Off', 'Late (31-120 days)', 'In Grace Period', 'Late (16-30 days)',
'Default', 'Does not meet the credit policy. Status:Charged Off']))
]
values = ['good','bad']
df['loan_label'] = np.select(conditions, values, default='Unknown')
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