Created
March 15, 2021 09:37
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| patient_df = pd.DataFrame(columns = ['Procedure_data']) | |
| patient_df['Procedure_data'] = pd.concat([patient_data["ClmProcedureCode_1"],patient_data["ClmProcedureCode_2"],patient_data["ClmProcedureCode_3"],patient_data["ClmProcedureCode_4"],patient_data["ClmProcedureCode_5"],patient_data["ClmProcedureCode_6"]],axis=0) | |
| patient_df = patient_df.dropna() | |
| plt.figure(figsize=(10, 7)) | |
| patient_df['Procedure_data'].value_counts().head(30).plot(x=patient_df['Procedure_data'] , kind = 'bar' , color = 'purple') | |
| plt.title('Procedure Codes vs Count') | |
| plt.xlabel('Procedure Codes') | |
| plt.show() |
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