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Temporal Information: #17

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@chayachandana

Yes, we have temporal information (Date column)
autocorrelation plots: demand will likely show weekly cycles (school days vs weekends, holidays).
seasonal decomposition : to extract trend + seasonality + residual.
demand dips during holidays, peaks in early months of school year.

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