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          March 15, 2021 09:19 
        
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  | patient_data_io = pd.merge(train_d_inpatient, train_d_outpatient, left_on = [ col for col in train_d_outpatient.columns if col in train_d_inpatient.columns], \ | |
| right_on = [ col for col in train_d_outpatient.columns if col in train_d_inpatient.columns], how = 'outer') | |
| patient_data = pd.merge(patient_data_io,train_d_beneficiary,how='inner',on='BeneID' ).\ | |
| merge(label_d_data,how='outer',on='Provider') | 
  
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