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Seasonality refers to the recurring fluctuation around the mean of a time-series for a given period of time, usually a calendar year.

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Time series seasonality: mismatch between season length and data collection frequency

Here's the plot for that: There is still seasonality, as can be seen with the ACF: I'd like to try and lag the data to remove the seasonality. … Is there any way that I can get around this and remove the seasonality? …
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