Time Series Data, Time Series Analysis, Sampling, Interpolation.
The median or rolling window of 30 minutes calculated and generated values resampled at each 30 minutes within the clock hour.Here, the interpolation only required to to missing in the raw datasets.However, from the high frequency Baffle Creek dataset , two samples not utilized for each 30 minutes