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GermanCM/fill_na_on_column.py

Last active June 16, 2020 07:47
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Example for filling nan values for an attribute
Raw
fill_na_on_column.py
import numpy as np
not_nan_mask = np.isnan(np.array(bank_product_rec_santander_data.renta.values))==False
renta_values_not_nan=bank_product_rec_santander_data.renta.values[not_nan_mask]
sub_renta_mean = np.mean(renta_values_not_nan).round(2)
bank_product_rec_santander_sub_df['renta'] = bank_product_rec_santander_sub_df['renta'].fillna(value=sub_renta_mean)
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