Differencing Time Series Data to Remove Trend Posted on May 30, 2022June 7, 2022 by MLNerds This brief video explains the differencing operation on time series data. It talks about why differencing is required and how differencing actually removes non-stationarity such as trend when we work with time-series data. Also covered is simple python code to implement differencing.