Question: Step 4: Comments & Interpretation Unseasonalized Forecast Predicts the same value for every month: 2037.8. Ignores any month-to-month variation or recurring peaks/troughs in the data.
Step 4: Comments & Interpretation Unseasonalized Forecast Predicts the same value for every month: 2037.8. Ignores any month-to-month variation or recurring peaks/troughs in the data. Simple to compute, but may overestimate for low months and underestimate for high months. Seasonalized Forecast Reflects the fluctuations for each specific month. Lower forecasts for typically low-visit months (e.g., January, December). Higher forecasts for typically high-visit months (e.g., October, April). More accurate if there is clear seasonality, because it captures recurring patterns. Which is better for planning? Seasonalized forecast is preferred when clear seasonality is present (as in this case). Using the unseasonalized forecast can result in resource misallocationfor example, overstaffing in low-demand months (e.g., December), and understaffing in high-demand months (e.g., October).please explain properly in paragraph
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