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Tuesday, February 24, 2026

Gallup Unemployment Rate Spikes from 7.9% on Aug 1 to 8.9% on August 20! Sampling Error or Seasonal Effect?

Courtesy of Mish.

Inquiring minds note the steady rise all month in Gallup's Daily Employment Survey.

Is This a Seasonal Effect?

That's quite a trend. The unemployment rate steadily rose a full percentage point in a mere 20 days.

Gallup notes "Because results are not seasonally adjusted, they are not directly comparable to numbers reported by the U.S. Bureau of Labor Statistics, which are based on workers 16 and older. Margin of error is ±1 percentage point."

My first inclination was the rise was part of a seasonal trend: "Each result is based on a 30-day rolling average; not seasonally adjusted".

To test seasonal bias, I downloaded the data which dates back to 2010. Let's take a look at an apples-to-apples comparison of August 2013 vs. August in prior years to eliminate any seasonal bias.


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