df_New = df[['MONTH','DAY', 'DAY_OF_WEEK', 'ORIGIN_AIRPORT','FLIGHT_NUMBER', 'DESTINATION_AIRPORT','DEPARTURE_TIME', 'DEPARTURE_DELAY', 'ARRIVAL_TIME', 'ARRIVAL_DELAY', 'CANCELLED', 'DIVERTED', 'DISTANCE']] df_New.head()