How to optimize the code to group, sort and apply “diff” to the DataFrame (currently runs very slowly on a small data set)

Question

I have the following DataFrame:

utc_timestamp               feed    data
2015-10-13 11:00:00+00:00   A       1
2015-10-13 12:00:00+00:00   A       5
2015-10-1