Which component of a time series represents the regular pattern of variability within a certain time period?
- Level
- Residuals
- Seasonality
- Trend
Seasonality represents the regular pattern of variability within a certain time period in a time series. It captures recurring patterns or cycles that tend to repeat over the same intervals, such as daily, weekly, or yearly patterns.
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