U.S. Food Services And Drinking Places

Restaurant Sales Forecast

A simple monthly outlook using the national Census sales series
Loading current data

Next Month Forecast

--B

Loading monthly forecast

12 Month Outlook

--%

Change from the latest actual month to the end of the forecast

Latest Census Estimate

--B

Loading Census estimate

Backtest Error

--%

Mean absolute percentage error on recent monthly predictions

Sales Forecast

Actual sales and 12 month projection

Monthly

Forecast Notes

What this forecast means

SourceAdvance Census via FRED
Latest data--
Model24-month linear trend
Validation36 rolling months
Sales valuesNominal, seasonally adjusted

Recent Direction

Sales change from the same month one year earlier

Straightforward By Design

One source, one baseline, one published file

Each month, AWS retrieves the Census restaurant-sales series from FRED, rebuilds this transparent trend forecast, checks recent error, and replaces one dashboard JSON file in S3. The shaded range shows uncertainty, not a guarantee.