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How often are statistical forecasts updated?

How often are statistical forecasts updated or modified?

Let's say I run a query on Monday to get the model-based forecast for the upcoming Saturday, five days in the future. If I run the same query again on Friday, the forecast for Saturday will likely have changed based on the new information.

Are the statistical forecasts ever updated in the same way? If I run a query in January to get statistical forecasts for December, will I get different results if I run the same query in October?

I would like to avoid querying the same data over and over again in my application, but I would also like to avoid having stale data.

Thanks!

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