Table Data - All Employees: Professional and Business Services in Ann Arbor, MI (MSA)
| Title | All Employees: Professional and Business Services in Ann Arbor, MI (MSA) |
|---|---|
| Series ID | ANNA426PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:38 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 20.5858072323 |
| 1990-02-01 | 20.4808787811 |
| 1990-03-01 | 20.5788364028 |
| 1990-04-01 | 20.6432955069 |
| 1990-05-01 | 20.6604252223 |
| 1990-06-01 | 20.9576275014 |
| 1990-07-01 | 20.3306251373 |
| 1990-08-01 | 20.7794158362 |
| 1990-09-01 | 21.2976085089 |
| 1990-10-01 | 20.1419968768 |
| 1990-11-01 | 20.3448632774 |
| 1990-12-01 | 20.8106314739 |
| 1991-01-01 | 20.2853522746 |
| 1991-02-01 | 19.9623742650 |
| 1991-03-01 | 19.7817233046 |
| 1991-04-01 | 19.5208274694 |
| 1991-05-01 | 19.6536305085 |
| 1991-06-01 | 19.4784832336 |
| 1991-07-01 | 19.4368865459 |
| 1991-08-01 | 19.4892739412 |
| 1991-09-01 | 19.5161607565 |
| 1991-10-01 | 19.3539557884 |
| 1991-11-01 | 19.3341906883 |
| 1991-12-01 | 19.1110725175 |
| 1992-01-01 | 21.1755620686 |
| 1992-02-01 | 21.6355848350 |
| 1992-03-01 | 21.8911452603 |
| 1992-04-01 | 18.5836532964 |
| 1992-05-01 | 19.9388439104 |
| 1992-06-01 | 20.0153073496 |
| 1992-07-01 | 19.9451368291 |
| 1992-08-01 | 19.7956877162 |
| 1992-09-01 | 19.8433143823 |
| 1992-10-01 | 19.8717654113 |
| 1992-11-01 | 19.7201494447 |
| 1992-12-01 | 19.7138399431 |
| 1993-01-01 | 21.6701322009 |
| 1993-02-01 | 21.5084754283 |
| 1993-03-01 | 21.2934416576 |
| 1993-04-01 | 21.3433148424 |
| 1993-05-01 | 21.4283621258 |
| 1993-06-01 | 21.4466660928 |
| 1993-07-01 | 21.7498569054 |
| 1993-08-01 | 21.6943195417 |
| 1993-09-01 | 21.6638076556 |
| 1993-10-01 | 21.6898379348 |
| 1993-11-01 | 21.9318625549 |
| 1993-12-01 | 22.0267936916 |
| 1994-01-01 | 21.6390757866 |
| 1994-02-01 | 21.6901251276 |
| 1994-03-01 | 21.8074838267 |
| 1994-04-01 | 21.3181892748 |
| 1994-05-01 | 20.4126722005 |
| 1994-06-01 | 20.2668802821 |
| 1994-07-01 | 19.9455195894 |
| 1994-08-01 | 19.8635522295 |
| 1994-09-01 | 19.9725995399 |
| 1994-10-01 | 20.2262054316 |
| 1994-11-01 | 20.5613584044 |
| 1994-12-01 | 20.5469966362 |
| 1995-01-01 | 20.9115846451 |
| 1995-02-01 | 21.0841078918 |
| 1995-03-01 | 21.4098576771 |
| 1995-04-01 | 21.9060541102 |
| 1995-05-01 | 22.1026967093 |
| 1995-06-01 | 22.3526077948 |
| 1995-07-01 | 22.4480993523 |
| 1995-08-01 | 22.6308098678 |
| 1995-09-01 | 22.5604636081 |
| 1995-10-01 | 22.6560671504 |
| 1995-11-01 | 22.4963775623 |
| 1995-12-01 | 23.0906726220 |
| 1996-01-01 | 22.3794510544 |
| 1996-02-01 | 22.3935645271 |
| 1996-03-01 | 22.5230484742 |
| 1996-04-01 | 22.5094073645 |
| 1996-05-01 | 22.7923445303 |
| 1996-06-01 | 22.9091810522 |
| 1996-07-01 | 23.3478957888 |
| 1996-08-01 | 23.4847689996 |
| 1996-09-01 | 23.6348439544 |
| 1996-10-01 | 23.5920218438 |
| 1996-11-01 | 23.5179450496 |
| 1996-12-01 | 23.5320367341 |
| 1997-01-01 | 23.9885316825 |
| 1997-02-01 | 24.0185883267 |
| 1997-03-01 | 24.4208660756 |
| 1997-04-01 | 23.8118877431 |
| 1997-05-01 | 23.9905933982 |
| 1997-06-01 | 24.0457279659 |
| 1997-07-01 | 24.1483937886 |
| 1997-08-01 | 24.3705941647 |
| 1997-09-01 | 24.3914464738 |
| 1997-10-01 | 24.4133424432 |
| 1997-11-01 | 24.7177686354 |
| 1997-12-01 | 25.1665790023 |
| 1998-01-01 | 25.7141026571 |
| 1998-02-01 | 25.8542454950 |
| 1998-03-01 | 26.1394722279 |
| 1998-04-01 | 26.7050647936 |
| 1998-05-01 | 26.4843343081 |
| 1998-06-01 | 26.5827496214 |
| 1998-07-01 | 26.0661127667 |
| 1998-08-01 | 26.7572241992 |
| 1998-09-01 | 26.6462839360 |
| 1998-10-01 | 27.4336586972 |
| 1998-11-01 | 27.7925667234 |
| 1998-12-01 | 27.7584699366 |
| 1999-01-01 | 28.1696517593 |
| 1999-02-01 | 28.5036570708 |
| 1999-03-01 | 28.6571489128 |
| 1999-04-01 | 28.9883788453 |
| 1999-05-01 | 29.2738616928 |
| 1999-06-01 | 29.7435821541 |
| 1999-07-01 | 30.1044425971 |
| 1999-08-01 | 30.1707853328 |
| 1999-09-01 | 30.1120381675 |
| 1999-10-01 | 30.1141944030 |
| 1999-11-01 | 30.2268937247 |
| 1999-12-01 | 30.2257227929 |
| 2000-01-01 | 30.0273581236 |
| 2000-02-01 | 29.9659710808 |
| 2000-03-01 | 29.9963312030 |
| 2000-04-01 | 29.8764753967 |
| 2000-05-01 | 29.6668658069 |
| 2000-06-01 | 29.7234273527 |
| 2000-07-01 | 29.5533677835 |
| 2000-08-01 | 29.2708251233 |
| 2000-09-01 | 29.3943727137 |
| 2000-10-01 | 29.1760338232 |
| 2000-11-01 | 29.0523905079 |
| 2000-12-01 | 28.9513585975 |
| 2001-01-01 | 31.6979330096 |
| 2001-02-01 | 31.6251639273 |
| 2001-03-01 | 31.5309916659 |
| 2001-04-01 | 31.5778380097 |
| 2001-05-01 | 31.4665860293 |
| 2001-06-01 | 31.5421996760 |
| 2001-07-01 | 30.6887391564 |
| 2001-08-01 | 30.6725837416 |
| 2001-09-01 | 30.3890773348 |
| 2001-10-01 | 29.8134858387 |
| 2001-11-01 | 29.4853888263 |
| 2001-12-01 | 29.2833031337 |
| 2002-01-01 | 29.0461540473 |
| 2002-02-01 | 28.8605360915 |
| 2002-03-01 | 28.7738773475 |
| 2002-04-01 | 28.5854943097 |
| 2002-05-01 | 28.5684203917 |
| 2002-06-01 | 28.3676244906 |
| 2002-07-01 | 28.4273139320 |
| 2002-08-01 | 28.3587213254 |
| 2002-09-01 | 28.2956852703 |
| 2002-10-01 | 28.5731540422 |
| 2002-11-01 | 28.5349749553 |
| 2002-12-01 | 28.4310002525 |
| 2003-01-01 | 28.1665378515 |
| 2003-02-01 | 27.7663279267 |
| 2003-03-01 | 27.6942846401 |
| 2003-04-01 | 27.2991549419 |
| 2003-05-01 | 27.4749077449 |
| 2003-06-01 | 27.4997133595 |
| 2003-07-01 | 26.9443309306 |
| 2003-08-01 | 27.1576400630 |
| 2003-09-01 | 27.4328858561 |
| 2003-10-01 | 27.0428867863 |
| 2003-11-01 | 26.9944988807 |
| 2003-12-01 | 26.9072504586 |
| 2004-01-01 | 26.4553994974 |
| 2004-02-01 | 26.5556988714 |
| 2004-03-01 | 26.2979041305 |
| 2004-04-01 | 26.2081898756 |
| 2004-05-01 | 25.4864382745 |
| 2004-06-01 | 25.8077095083 |
| 2004-07-01 | 26.0431027423 |
| 2004-08-01 | 26.3635559014 |
| 2004-09-01 | 26.4954781656 |
| 2004-10-01 | 26.1495630631 |
| 2004-11-01 | 25.9748792299 |
| 2004-12-01 | 25.9905452504 |
| 2005-01-01 | 26.1284476986 |
| 2005-02-01 | 26.3293833652 |
| 2005-03-01 | 26.3775831740 |
| 2005-04-01 | 26.6111328902 |
| 2005-05-01 | 26.5889142698 |
| 2005-06-01 | 26.7093904860 |
| 2005-07-01 | 26.5355455906 |
| 2005-08-01 | 26.5959318578 |
| 2005-09-01 | 26.6710588782 |
| 2005-10-01 | 26.4581392237 |
| 2005-11-01 | 26.5748965508 |
| 2005-12-01 | 26.3878653201 |
| 2006-01-01 | 26.5749969763 |
| 2006-02-01 | 26.4912722745 |
| 2006-03-01 | 26.4596522434 |
| 2006-04-01 | 26.2941134338 |
| 2006-05-01 | 26.3751536115 |
| 2006-06-01 | 26.5033160452 |
| 2006-07-01 | 27.0576604908 |
| 2006-08-01 | 27.1630250289 |
| 2006-09-01 | 26.8459562171 |
| 2006-10-01 | 26.8660584629 |
| 2006-11-01 | 26.9660019392 |
| 2006-12-01 | 27.0788536619 |
| 2007-01-01 | 26.6040113155 |
| 2007-02-01 | 26.9513084103 |
| 2007-03-01 | 27.0317400344 |
| 2007-04-01 | 26.8778775116 |
| 2007-05-01 | 26.7535510885 |
| 2007-06-01 | 27.1190827221 |
| 2007-07-01 | 26.9015353173 |
| 2007-08-01 | 26.5543123835 |
| 2007-09-01 | 26.1271643727 |
| 2007-10-01 | 26.0430921338 |
| 2007-11-01 | 25.9356514080 |
| 2007-12-01 | 26.0595726203 |
| 2008-01-01 | 25.9362935959 |
| 2008-02-01 | 25.8125421503 |
| 2008-03-01 | 25.8092817766 |
| 2008-04-01 | 25.7538741114 |
| 2008-05-01 | 25.8321119693 |
| 2008-06-01 | 25.8467590786 |
| 2008-07-01 | 25.4640274534 |
| 2008-08-01 | 25.2621009343 |
| 2008-09-01 | 24.9871450753 |
| 2008-10-01 | 24.7009780087 |
| 2008-11-01 | 24.3920674188 |
| 2008-12-01 | 24.1546624812 |
| 2009-01-01 | 23.9745893300 |
| 2009-02-01 | 23.8784128177 |
| 2009-03-01 | 23.3998253702 |
| 2009-04-01 | 23.5318790502 |
| 2009-05-01 | 23.3945509244 |
| 2009-06-01 | 22.8784626396 |
| 2009-07-01 | 23.3258648681 |
| 2009-08-01 | 23.3577746114 |
| 2009-09-01 | 23.7152102435 |
| 2009-10-01 | 24.0567355421 |
| 2009-11-01 | 24.2563603377 |
| 2009-12-01 | 24.3957478336 |
| 2010-01-01 | 24.3309438415 |
| 2010-02-01 | 24.2382433935 |
| 2010-03-01 | 24.4029173643 |
| 2010-04-01 | 24.2980002958 |
| 2010-05-01 | 24.2525712820 |
| 2010-06-01 | 24.2895710910 |
| 2010-07-01 | 24.3738365822 |
| 2010-08-01 | 24.5305400908 |
| 2010-09-01 | 24.4136208389 |
| 2010-10-01 | 24.7292385851 |
| 2010-11-01 | 24.8487165036 |
| 2010-12-01 | 24.8660900187 |
| 2011-01-01 | 24.6012445616 |
| 2011-02-01 | 24.6155386957 |
| 2011-03-01 | 24.9117234170 |
| 2011-04-01 | 24.2734023578 |
| 2011-05-01 | 24.0966243489 |
| 2011-06-01 | 23.8788485532 |
| 2011-07-01 | 23.7770851739 |
| 2011-08-01 | 23.7601784633 |
| 2011-09-01 | 23.9009273413 |
| 2011-10-01 | 23.8323588581 |
| 2011-11-01 | 23.7836261379 |
| 2011-12-01 | 23.6561353062 |
| 2012-01-01 | 23.9857844283 |
| 2012-02-01 | 23.8991103887 |
| 2012-03-01 | 24.0166859909 |
| 2012-04-01 | 24.5445310884 |
| 2012-05-01 | 24.4498568597 |
| 2012-06-01 | 24.4607223356 |
| 2012-07-01 | 24.4425775795 |
| 2012-08-01 | 24.3558300916 |
| 2012-09-01 | 24.4765919826 |
| 2012-10-01 | 24.4571426006 |
| 2012-11-01 | 24.6496966160 |
| 2012-12-01 | 24.5474004263 |
| 2013-01-01 | 24.7646697695 |
| 2013-02-01 | 25.0029876327 |
| 2013-03-01 | 25.1309812354 |
| 2013-04-01 | 25.1203415703 |
| 2013-05-01 | 25.0015621431 |
| 2013-06-01 | 25.1412148047 |
| 2013-07-01 | 24.9921136193 |
| 2013-08-01 | 25.1294313101 |
| 2013-09-01 | 25.0491924255 |
| 2013-10-01 | 25.1952197258 |
| 2013-11-01 | 25.1153447169 |
| 2013-12-01 | 25.4216789545 |
| 2014-01-01 | 25.0448653006 |
| 2014-02-01 | 25.3141621246 |
| 2014-03-01 | 25.2347106210 |
| 2014-04-01 | 25.5018105349 |
| 2014-05-01 | 25.8949538743 |
| 2014-06-01 | 26.3262631595 |
| 2014-07-01 | 26.1457550457 |
| 2014-08-01 | 26.1022053687 |
| 2014-09-01 | 26.1246854964 |
| 2014-10-01 | 25.8161507238 |
| 2014-11-01 | 26.0512266631 |
| 2014-12-01 | 26.2411600740 |
| 2015-01-01 | 26.6432482318 |
| 2015-02-01 | 26.6428411781 |
| 2015-03-01 | 27.0365910999 |
| 2015-04-01 | 26.7200651604 |
| 2015-05-01 | 26.6157737803 |
| 2015-06-01 | 26.6272549732 |
| 2015-07-01 | 26.7877425104 |
| 2015-08-01 | 26.8634372842 |
| 2015-09-01 | 27.0178404997 |
| 2015-10-01 | 26.9083522785 |
| 2015-11-01 | 27.0449986318 |
| 2015-12-01 | 26.9259906176 |
| 2016-01-01 | 27.2748142590 |
| 2016-02-01 | 27.2767319921 |
| 2016-03-01 | 27.3293618700 |
| 2016-04-01 | 27.5704960634 |
| 2016-05-01 | 27.5836836070 |
| 2016-06-01 | 27.4279223016 |
| 2016-07-01 | 27.3129929790 |
| 2016-08-01 | 27.6192826434 |
| 2016-09-01 | 27.7006460831 |
| 2016-10-01 | 27.6868262125 |
| 2016-11-01 | 27.6973215665 |
| 2016-12-01 | 27.7995253174 |
| 2017-01-01 | 27.9390118315 |
| 2017-02-01 | 27.8199846527 |
| 2017-03-01 | 28.0498427050 |
| 2017-04-01 | 28.1413483898 |
| 2017-05-01 | 28.1454439523 |
| 2017-06-01 | 28.3221450545 |
| 2017-07-01 | 27.8197406066 |
| 2017-08-01 | 28.0580957045 |
| 2017-09-01 | 28.1881780383 |
| 2017-10-01 | 28.2524071044 |
| 2017-11-01 | 28.3531878440 |
| 2017-12-01 | 28.4878541180 |
| 2018-01-01 | 28.4226167486 |
| 2018-02-01 | 28.4502728633 |
| 2018-03-01 | 28.4768365702 |
| 2018-04-01 | 28.2076203054 |
| 2018-05-01 | 28.3103241926 |
| 2018-06-01 | 28.2950836950 |
| 2018-07-01 | 28.4201948667 |
| 2018-08-01 | 28.4882740544 |
| 2018-09-01 | 28.2871901368 |
| 2018-10-01 | 28.8323969438 |
| 2018-11-01 | 28.8318477639 |
| 2018-12-01 | 28.8908225296 |
| 2019-01-01 | 28.7067752053 |
| 2019-02-01 | 28.9508496997 |
| 2019-03-01 | 29.0048301413 |
| 2019-04-01 | 28.8515295755 |
| 2019-05-01 | 28.7527350370 |
| 2019-06-01 | 28.8666553450 |
| 2019-07-01 | 28.9338987593 |
| 2019-08-01 | 28.7214661224 |
| 2019-09-01 | 28.7004087375 |
| 2019-10-01 | 28.3306031040 |
| 2019-11-01 | 28.4542233673 |
| 2019-12-01 | 28.6178027609 |
| 2020-01-01 | 27.9553401093 |
| 2020-02-01 | 27.9248324303 |
| 2020-03-01 | 28.0051753165 |
| 2020-04-01 | 23.5494733934 |
| 2020-05-01 | 24.5914558651 |
| 2020-06-01 | 25.2402433068 |
| 2020-07-01 | 25.2778530352 |
| 2020-08-01 | 25.5899286567 |
| 2020-09-01 | 25.7975744692 |
| 2020-10-01 | 26.1772113599 |
| 2020-11-01 | 26.0005150606 |
| 2020-12-01 | 25.9479717585 |
| 2021-01-01 | 26.3611297881 |
| 2021-02-01 | 26.4971091479 |
| 2021-03-01 | 26.3792583412 |
| 2021-04-01 | 26.5037127412 |
| 2021-05-01 | 26.6999756651 |
| 2021-06-01 | 26.7192704773 |
| 2021-07-01 | 26.8844924212 |
| 2021-08-01 | 27.1012439092 |
| 2021-09-01 | 26.9818922106 |
| 2021-10-01 | 27.3341823303 |
| 2021-11-01 | 27.5638859146 |
| 2021-12-01 | 27.5773074078 |
| 2022-01-01 | 28.1288895164 |
| 2022-02-01 | 28.4689322369 |
| 2022-03-01 | 28.5301336477 |
| 2022-04-01 | 29.7335671992 |
| 2022-05-01 | 29.4928605615 |
| 2022-06-01 | 29.6060690536 |
| 2022-07-01 | 29.5409779004 |
| 2022-08-01 | 29.5505554858 |
| 2022-09-01 | 29.1546119056 |
| 2022-10-01 | 29.3877171705 |
| 2022-11-01 | 29.4131808263 |
| 2022-12-01 | 29.3883051447 |
| 2023-01-01 | 29.2917001941 |
| 2023-02-01 | 29.1575005928 |
| 2023-03-01 | 29.0606030000 |
| 2023-04-01 | 28.9775757615 |
| 2023-05-01 | 28.7735516836 |
| 2023-06-01 | 28.7939242430 |
| 2023-07-01 | 28.9329870238 |
| 2023-08-01 | 28.6147606108 |
| 2023-09-01 | 28.6230076693 |
| 2023-10-01 | 28.3072706647 |
| 2023-11-01 | 28.2326363108 |
| 2023-12-01 | 28.3886597837 |
| 2024-01-01 | 28.1686252913 |
| 2024-02-01 | 27.9602373236 |
| 2024-03-01 | 28.0064645289 |
| 2024-04-01 | 27.9447824236 |
| 2024-05-01 | 27.9492969269 |
| 2024-06-01 | 27.9909906878 |
| 2024-07-01 | 27.6144297423 |
| 2024-08-01 | 27.4695103340 |
| 2024-09-01 | 27.5849427346 |
| 2024-10-01 | 27.4098063386 |
| 2024-11-01 | 27.5316893557 |
| 2024-12-01 | 27.3759555419 |
| 2025-01-01 | 27.5632873815 |
| 2025-02-01 | 27.5860651690 |
| 2025-03-01 | 27.4760179589 |
| 2025-04-01 | 27.5381905976 |
| 2025-05-01 | 27.3133368386 |
| 2025-06-01 | 27.0826111657 |
| 2025-07-01 | 26.9824395614 |
| 2025-08-01 | 27.0057137650 |
| 2025-09-01 | 26.9540164006 |
| 2025-10-01 | 26.8917178377 |
| 2025-11-01 | 26.6211351910 |
| 2025-12-01 | 26.4764337372 |
| 2026-01-01 | 26.2624778737 |
| 2026-02-01 | 26.1027600029 |
| 2026-03-01 | 26.1749805110 |
| 2026-04-01 | 25.9412949394 |
| 2026-05-01 | 26.4800818829 |
| 2026-06-01 | 26.1838583487 |
| 2026-07-01 | 26.0209799821 |
| 2026-08-01 | 26.1125679473 |
| 2026-09-01 | 26.1442851403 |