How to do a Rolling SUM

A rolling sum, also known as a moving sum, is a calculation used in time series analysis to compute the sum of a specified number of consecutive data points within a dataset. It is useful for smoothing data and identifying trends by averaging out short-term fluctuations. The rolling sum moves through the dataset, updating the sum by adding the next data point and removing the oldest data point in the window.