benwaldner / Seasonality

Investigate the seasonality and trend of time series by Moving Average, Savgol_filter, Linear Regression, ACF

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.