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Seasonality is very pronounced, presumably because the data reveals the effect of manufacturers building up inventories for the Christmas shopping season. Figure 1: The Absolute Values for Investment Prior to Decomposition These periodic fluctuations from first to fourth quarters are decomposed and isolated in Figure 2 below.