Monthly Seasonal Index: Quantify Seasonal Variations
A monthly seasonal index quantifies the average seasonal variation in a time series over a 12-month period. Calculated by dividing the average value for each month by the overall average, it measures the relative strength or weakness of each month compared to the rest of the year. Seasonal indexes facilitate the removal of seasonal effects…