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progree

(12,748 posts)
7. Dunno how many are seasonal. But note that ADP reports seasonally adjusted numbers
Wed Jan 7, 2026, 12:33 PM
Wednesday
https://adpemploymentreport.com/

Click on Technical Notes to expand it:

Nationally representative measure of weekly employment


Seasonally adjusted measure of employment


as does the BLS, who reports their numbers Friday, but inevitably people will post that the numbers are good (or not too bad) only because of seasonal hires.

Back to ADP - I found this as far as seasonally adjusted numbers and not-seasonally adjusted numbers

Monthly, Not Seasonally Adjusted https://fred.stlouisfed.org/series/ADPMNUSNERNSA
November:136,270,000
December 136,109,000
DECREASE: 161,000

Seasonally Adjusted: https://fred.stlouisfed.org/series/ADPMNUSNERSA
November: 134,547,000
December: 134,588,000
Increase:: 41,000
(as reported in media articles and https://adpemploymentreport.com/ )

So their seasonal adjustment process turned a 161,000 decrease in jobs to a 41,000 increase.

Interesting.

Several FRED series on ADP data - https://fred.stlouisfed.org/categories/32250

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