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A newer version of the Streamlit SDK is available: 1.48.1

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References

Theory & Practice

Decomposition of Time Series

Forecasting Principles and Practice - Residuals

Forecasting Principles and Practice - Time Series Components

How to Decompose Time Series Data into Trend and Seasonality

NIST Engineering Statistics Handbook

Secular variation

statsmodels.tsa.seasonal.DecomposeResult

Time Series with Python

Data

Time Series with Python