ts stands for ‘time series’
‘previous’: Treats all values between two consecutive data points with the earlier data value in the time series. Can be visualized as a step function where time is the independent axis.
‘rate’: Takes the average or weighted average of a normalized intervals and applies that values across the entire interval.
‘integral’: Value represents the running cumulative total of data points over time.