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Questions

Prоphet 2а. Use Prоphet tо model аnd forecаst the data. We have already started the data preparation to save you some time. Consider the periodicity of the data in your analysis. Use appropriate plots and statistical tests to support your findings. Fit the Prophet model on the training dataset (train_data_p) and forecast the values for the validation period (test_data_p). Include seasonal components such as weekly, quarterly, and yearly seasonality in your model. Analyze the trend and change points in the data. Visualize your results with plots and provide a detailed analysis.

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