Sensible sampling and interpolation for Time Series Data

The raw data recorded when a change detected in the stream enables more realistic data recording comparison to time based sampling.Thus, sampling and interpolation required for most of the comparative analysis using time series, limit the usage of raw data for extended analysis.

However, you might wonder how it can distort the realistic nature of the data (except the…