I have a data frame, of which one column contains data on time ( YYYY-MM-DD hh:mm:ss), and the other contains indicators of staff availability (number of employees available at a specific time).
I want to calculate the number of employees available, where it hourmatches (between 00-23) and the value minuteis between 00 - 59.
Consider this example data frame ( df):
TIME STAFF_AVAIL
2018-01-01 06:58:53 05
2018-01-01 07:00:00 10
2018-01-01 07:04:45 20
2018-01-01 07:04:55 25
2018-01-01 07:21:00 20
2018-01-01 07:58:04 18
2018-01-01 07:59:59 12
2018-01-01 08:00:00 17
2018-01-01 08:01:04 30
I want to count the number of employees available for each hour, up to one second (inclusive) until the next hour.
Using dfas an example, I want to calculate the number of employees available if the hour is equal 7and where the corresponding minutes are between 00- 59(inclusive).
, 7:00:00 08:00:00, 105 (10 + 20 + 25 + 20 + 18 + 12).
?