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Investigate the seasonality and trend of time series by Moving Average, Savgol_filter, Linear Regression, ACF
seasonality's Introduction
Seasonality
- Decompose time series into trend and remaining component using different smoothing methods: Moving Average, Savgol_filter, Linear Regression.
- Determine seasonal level by looking at the acf of remaining component fall outside the confident interval.
seasonality's People
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