Pandas: Return Hour from Datetime Column Directly

Question

Assume I have a DataFrame sales of timestamp values:

timestamp               sales_office
2014-01-01 09:01:00     Cincinnati
2014-01-01 09:11:00         


        

Answer 1

Now we can use:

sales['time_hour'] = sales['timestamp'].apply(lambda x: x.hour)