General Mathematics · time series · manipulative

Divide by the seasonal index

Each quarter’s index is its typical size versus the year’s average. Dividing the raw series by that index pulls high seasons down and low seasons up — the trend stays.

raw deseasonalised indices

Quarterly series

Seasonal indices (average percentage)

Highlight

Q3

Working