Get part of day (morning, afternoon, evening, night) in Python dataframe

Question

Here is my dataframe , I need to create a new column based on the timehour which the row value be like (morning, afternoon, evening, night)

Here is my code<

Answer 1

After some research, this is the simplest and most efficient implementation I could find.

prods['period'] = (prods['hour_int'].dt.hour % 24 + 4) // 4
prods['period'].replace({1: 'Late Night',
                      2: 'Early Morning',
                      3: 'Morning',
                      4: 'Noon',
                      5: 'Evening',
                      6: 'Night'}, inplace=True)

I hope this helps.