I'm working on a clinical dataset in which samples were taken from subjects after taking a dose of a medication. The datetime column for samples and doses were provided in the following format directly from the clinical data base.
The intended output is to create a column for the elapsed time after dose (i.e.: Sample.Time - Dose.Time). The output can be in minutes or hours. N.B: we need to use both date and time because sampling can occur is a different date than dosing.
Sample.Time Dose.Time
2019-06-07T08:23 2019-06-07T07:53
2019-06-07T08:53 2019-06-07T07:53
2019-06-07T09:23 2019-06-07T07:53
2019-06-07T09:53 2019-06-07T07:53
2019-06-07T10:23 2019-06-07T07:53
2019-06-07T10:53 2019-06-07T07:53
2019-06-07T11:53 2019-06-07T07:53
2019-06-07T13:53 2019-06-07T07:53
2019-06-07T15:53 2019-06-07T07:53
2019-06-07T17:53 2019-06-07T07:53
Intended Output is to create "Time.After.Dose"
Sample.Time Dose.Time Time.After.Dose
2019-06-07T08:23 2019-06-07T07:53 0.5
2019-06-07T08:53 2019-06-07T07:53 1
2019-06-07T09:23 2019-06-07T07:53 1.5
2019-06-07T09:53 2019-06-07T07:53 2
2019-06-07T10:23 2019-06-07T07:53 2.5
2019-06-07T10:53 2019-06-07T07:53 3
2019-06-07T11:53 2019-06-07T07:53 4
2019-06-07T13:53 2019-06-07T07:53 6
2019-06-07T15:53 2019-06-07T07:53 8
2019-06-07T17:53 2019-06-07T07:53 10
2019-06-07T19:50 2019-06-07T07:53 11.95
2019-06-08T07:43 2019-06-07T07:53 23.83333333
2019-06-09T07:43 2019-06-07T07:53 47.83333333
2019-06-12T07:43 2019-06-07T07:53 119.8333333