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 2026-08-01 |
| Last Updated | 2026-09-18 12:06 PM 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 | 20.5864499560 |
| 1990-02-01 | 20.4807135324 |
| 1990-03-01 | 20.5787036969 |
| 1990-04-01 | 20.6426221537 |
| 1990-05-01 | 20.6599134067 |
| 1990-06-01 | 20.9572811374 |
| 1990-07-01 | 20.3304685291 |
| 1990-08-01 | 20.7794148319 |
| 1990-09-01 | 21.2977235816 |
| 1990-10-01 | 20.1422331922 |
| 1990-11-01 | 20.3452532405 |
| 1990-12-01 | 20.8112799786 |
| 1991-01-01 | 20.2859048763 |
| 1991-02-01 | 19.9622136653 |
| 1991-03-01 | 19.7815917437 |
| 1991-04-01 | 19.5201731799 |
| 1991-05-01 | 19.6531418162 |
| 1991-06-01 | 19.4781620490 |
| 1991-07-01 | 19.4367483967 |
| 1991-08-01 | 19.4892833947 |
| 1991-09-01 | 19.5162770727 |
| 1991-10-01 | 19.3541788122 |
| 1991-11-01 | 19.3345840521 |
| 1991-12-01 | 19.1116726271 |
| 1992-01-01 | 21.1759952002 |
| 1992-02-01 | 21.6354247242 |
| 1992-03-01 | 21.8910305459 |
| 1992-04-01 | 18.5830479473 |
| 1992-05-01 | 19.9384149894 |
| 1992-06-01 | 20.0150421444 |
| 1992-07-01 | 19.9450269420 |
| 1992-08-01 | 19.7957053674 |
| 1992-09-01 | 19.8434253440 |
| 1992-10-01 | 19.8719598398 |
| 1992-11-01 | 19.7205164242 |
| 1992-12-01 | 19.7143511359 |
| 1993-01-01 | 21.6704687967 |
| 1993-02-01 | 21.5083032430 |
| 1993-03-01 | 21.2933608691 |
| 1993-04-01 | 21.3427681789 |
| 1993-05-01 | 21.4280160214 |
| 1993-06-01 | 21.4464730770 |
| 1993-07-01 | 21.7497861799 |
| 1993-08-01 | 21.6943469350 |
| 1993-09-01 | 21.6639042496 |
| 1993-10-01 | 21.6899920895 |
| 1993-11-01 | 21.9321945012 |
| 1993-12-01 | 22.0272007805 |
| 1994-01-01 | 21.6392493006 |
| 1994-02-01 | 21.6899813920 |
| 1994-03-01 | 21.8074164093 |
| 1994-04-01 | 21.3177592981 |
| 1994-05-01 | 20.4124302358 |
| 1994-06-01 | 20.2667611948 |
| 1994-07-01 | 19.9454837262 |
| 1994-08-01 | 19.8635827123 |
| 1994-09-01 | 19.9726750719 |
| 1994-10-01 | 20.2263187993 |
| 1994-11-01 | 20.5616097656 |
| 1994-12-01 | 20.5472923928 |
| 1995-01-01 | 20.9116343689 |
| 1995-02-01 | 21.0840138612 |
| 1995-03-01 | 21.4098084317 |
| 1995-04-01 | 21.9057350899 |
| 1995-05-01 | 22.1025494624 |
| 1995-06-01 | 22.3525494053 |
| 1995-07-01 | 22.4480909034 |
| 1995-08-01 | 22.6308387924 |
| 1995-09-01 | 22.5605144045 |
| 1995-10-01 | 22.6561416328 |
| 1995-11-01 | 22.4965640463 |
| 1995-12-01 | 23.0908670265 |
| 1996-01-01 | 22.3793995305 |
| 1996-02-01 | 22.3935290691 |
| 1996-03-01 | 22.5229989891 |
| 1996-04-01 | 22.5092041123 |
| 1996-05-01 | 22.7922717054 |
| 1996-06-01 | 22.9091594249 |
| 1996-07-01 | 23.3478952057 |
| 1996-08-01 | 23.4847908303 |
| 1996-09-01 | 23.6348793298 |
| 1996-10-01 | 23.5920776702 |
| 1996-11-01 | 23.5180565628 |
| 1996-12-01 | 23.5321552055 |
| 1997-01-01 | 23.9884833291 |
| 1997-02-01 | 24.0185640023 |
| 1997-03-01 | 24.4208277709 |
| 1997-04-01 | 23.8117424554 |
| 1997-05-01 | 23.9905582399 |
| 1997-06-01 | 24.0457185647 |
| 1997-07-01 | 24.1483919517 |
| 1997-08-01 | 24.3706136307 |
| 1997-09-01 | 24.3914782820 |
| 1997-10-01 | 24.4133967314 |
| 1997-11-01 | 24.7178493972 |
| 1997-12-01 | 25.1666970950 |
| 1998-01-01 | 25.7140215382 |
| 1998-02-01 | 25.8542086200 |
| 1998-03-01 | 26.1394285592 |
| 1998-04-01 | 26.7049592119 |
| 1998-05-01 | 26.4843145342 |
| 1998-06-01 | 26.5827403978 |
| 1998-07-01 | 26.0661079972 |
| 1998-08-01 | 26.7572460317 |
| 1998-09-01 | 26.6463217976 |
| 1998-10-01 | 27.4337260053 |
| 1998-11-01 | 27.7926330959 |
| 1998-12-01 | 27.7586101190 |
| 1999-01-01 | 28.1695398519 |
| 1999-02-01 | 28.5036008837 |
| 1999-03-01 | 28.6570976921 |
| 1999-04-01 | 28.9882907765 |
| 1999-05-01 | 29.2738389256 |
| 1999-06-01 | 29.7435710743 |
| 1999-07-01 | 30.1044397468 |
| 1999-08-01 | 30.1708123406 |
| 1999-09-01 | 30.1120838600 |
| 1999-10-01 | 30.1142668283 |
| 1999-11-01 | 30.2269765653 |
| 1999-12-01 | 30.2258754271 |
| 2000-01-01 | 30.0272222199 |
| 2000-02-01 | 29.9658901409 |
| 2000-03-01 | 29.9962677461 |
| 2000-04-01 | 29.8764065076 |
| 2000-05-01 | 29.6668387345 |
| 2000-06-01 | 29.7234174914 |
| 2000-07-01 | 29.5533712906 |
| 2000-08-01 | 29.2708559124 |
| 2000-09-01 | 29.3944248601 |
| 2000-10-01 | 29.1761055939 |
| 2000-11-01 | 29.0524768807 |
| 2000-12-01 | 28.9514908342 |
| 2001-01-01 | 31.6978070491 |
| 2001-02-01 | 31.6250741670 |
| 2001-03-01 | 31.5309214411 |
| 2001-04-01 | 31.5777909213 |
| 2001-05-01 | 31.4665561682 |
| 2001-06-01 | 31.5421914225 |
| 2001-07-01 | 30.6887475135 |
| 2001-08-01 | 30.6726145554 |
| 2001-09-01 | 30.3891289061 |
| 2001-10-01 | 29.8135451671 |
| 2001-11-01 | 29.4854675813 |
| 2001-12-01 | 29.2834182617 |
| 2002-01-01 | 29.0460408215 |
| 2002-02-01 | 28.8604495282 |
| 2002-03-01 | 28.7738137823 |
| 2002-04-01 | 28.5854608926 |
| 2002-05-01 | 28.5683960230 |
| 2002-06-01 | 28.3676225174 |
| 2002-07-01 | 28.4273274743 |
| 2002-08-01 | 28.3587473935 |
| 2002-09-01 | 28.2957298535 |
| 2002-10-01 | 28.5731975733 |
| 2002-11-01 | 28.5350312021 |
| 2002-12-01 | 28.4310708514 |
| 2003-01-01 | 28.1664600005 |
| 2003-02-01 | 27.7662651613 |
| 2003-03-01 | 27.6942371089 |
| 2003-04-01 | 27.2991332804 |
| 2003-05-01 | 27.4748912040 |
| 2003-06-01 | 27.4997165080 |
| 2003-07-01 | 26.9443439458 |
| 2003-08-01 | 27.1576585579 |
| 2003-09-01 | 27.4329191205 |
| 2003-10-01 | 27.0429117068 |
| 2003-11-01 | 26.9945288275 |
| 2003-12-01 | 26.9072848667 |
| 2004-01-01 | 26.4553564544 |
| 2004-02-01 | 26.5556613776 |
| 2004-03-01 | 26.2978744478 |
| 2004-04-01 | 26.2081804316 |
| 2004-05-01 | 25.4864287632 |
| 2004-06-01 | 25.8077152709 |
| 2004-07-01 | 26.0431122309 |
| 2004-08-01 | 26.3635663097 |
| 2004-09-01 | 26.4955008425 |
| 2004-10-01 | 26.1495732380 |
| 2004-11-01 | 25.9748870345 |
| 2004-12-01 | 25.9905459272 |
| 2005-01-01 | 26.1284393343 |
| 2005-02-01 | 26.3293690509 |
| 2005-03-01 | 26.3775687459 |
| 2005-04-01 | 26.6111301783 |
| 2005-05-01 | 26.5889097421 |
| 2005-06-01 | 26.7093957239 |
| 2005-07-01 | 26.5355483445 |
| 2005-08-01 | 26.5959362303 |
| 2005-09-01 | 26.6710715878 |
| 2005-10-01 | 26.4581403624 |
| 2005-11-01 | 26.5748968883 |
| 2005-12-01 | 26.3878639024 |
| 2006-01-01 | 26.5749933140 |
| 2006-02-01 | 26.4912675388 |
| 2006-03-01 | 26.4596479206 |
| 2006-04-01 | 26.2941141217 |
| 2006-05-01 | 26.3751518550 |
| 2006-06-01 | 26.5033198134 |
| 2006-07-01 | 27.0576603543 |
| 2006-08-01 | 27.1630260707 |
| 2006-09-01 | 26.8459624884 |
| 2006-10-01 | 26.8660572418 |
| 2006-11-01 | 26.9660005774 |
| 2006-12-01 | 27.0788522528 |
| 2007-01-01 | 26.6040098861 |
| 2007-02-01 | 26.9513075578 |
| 2007-03-01 | 27.0317396984 |
| 2007-04-01 | 26.8778775800 |
| 2007-05-01 | 26.7535507901 |
| 2007-06-01 | 27.1190852887 |
| 2007-07-01 | 26.9015339423 |
| 2007-08-01 | 26.5543123564 |
| 2007-09-01 | 26.1271669652 |
| 2007-10-01 | 26.0430918089 |
| 2007-11-01 | 25.9356508439 |
| 2007-12-01 | 26.0595720464 |
| 2008-01-01 | 25.9362928629 |
| 2008-02-01 | 25.8125417612 |
| 2008-03-01 | 25.8092815713 |
| 2008-04-01 | 25.7538741651 |
| 2008-05-01 | 25.8321120984 |
| 2008-06-01 | 25.8467602892 |
| 2008-07-01 | 25.4640268524 |
| 2008-08-01 | 25.2621003445 |
| 2008-09-01 | 24.9871462987 |
| 2008-10-01 | 24.7009780395 |
| 2008-11-01 | 24.3920672695 |
| 2008-12-01 | 24.1546623400 |
| 2009-01-01 | 23.9745889928 |
| 2009-02-01 | 23.8784126598 |
| 2009-03-01 | 23.3998252094 |
| 2009-04-01 | 23.5318790146 |
| 2009-05-01 | 23.3945509104 |
| 2009-06-01 | 22.8784635174 |
| 2009-07-01 | 23.3258643710 |
| 2009-08-01 | 23.3577740530 |
| 2009-09-01 | 23.7152109982 |
| 2009-10-01 | 24.0567355395 |
| 2009-11-01 | 24.2563603228 |
| 2009-12-01 | 24.3957479182 |
| 2010-01-01 | 24.3309437282 |
| 2010-02-01 | 24.2382432917 |
| 2010-03-01 | 24.4029171962 |
| 2010-04-01 | 24.2980002211 |
| 2010-05-01 | 24.2525711964 |
| 2010-06-01 | 24.2895715115 |
| 2010-07-01 | 24.3738363433 |
| 2010-08-01 | 24.5305397597 |
| 2010-09-01 | 24.4136212606 |
| 2010-10-01 | 24.7292386632 |
| 2010-11-01 | 24.8487166345 |
| 2010-12-01 | 24.8660904385 |
| 2011-01-01 | 24.6012443555 |
| 2011-02-01 | 24.6155386167 |
| 2011-03-01 | 24.9117227677 |
| 2011-04-01 | 24.2734022305 |
| 2011-05-01 | 24.0966243505 |
| 2011-06-01 | 23.8788485528 |
| 2011-07-01 | 23.7770853393 |
| 2011-08-01 | 23.7601784611 |
| 2011-09-01 | 23.9009276533 |
| 2011-10-01 | 23.8323591204 |
| 2011-11-01 | 23.7836263860 |
| 2011-12-01 | 23.6561360476 |
| 2012-01-01 | 23.9857840503 |
| 2012-02-01 | 23.8991102786 |
| 2012-03-01 | 24.0166840741 |
| 2012-04-01 | 24.5445307775 |
| 2012-05-01 | 24.4498570580 |
| 2012-06-01 | 24.4607223441 |
| 2012-07-01 | 24.4425784646 |
| 2012-08-01 | 24.3558307439 |
| 2012-09-01 | 24.4765924411 |
| 2012-10-01 | 24.4571427321 |
| 2012-11-01 | 24.6496965592 |
| 2012-12-01 | 24.5474022364 |
| 2013-01-01 | 24.7646687875 |
| 2013-02-01 | 25.0029869971 |
| 2013-03-01 | 25.1309778606 |
| 2013-04-01 | 25.1203407568 |
| 2013-05-01 | 25.0015617254 |
| 2013-06-01 | 25.1412136578 |
| 2013-07-01 | 24.9921203210 |
| 2013-08-01 | 25.1294313756 |
| 2013-09-01 | 25.0491926619 |
| 2013-10-01 | 25.1952199381 |
| 2013-11-01 | 25.1153444151 |
| 2013-12-01 | 25.4216810808 |
| 2014-01-01 | 25.0448631655 |
| 2014-02-01 | 25.3141603450 |
| 2014-03-01 | 25.2347060704 |
| 2014-04-01 | 25.5018092016 |
| 2014-05-01 | 25.8949524718 |
| 2014-06-01 | 26.3262598681 |
| 2014-07-01 | 26.1457696678 |
| 2014-08-01 | 26.1022033860 |
| 2014-09-01 | 26.1246855987 |
| 2014-10-01 | 25.8161525100 |
| 2014-11-01 | 26.0512286686 |
| 2014-12-01 | 26.2411643705 |
| 2015-01-01 | 26.6432451789 |
| 2015-02-01 | 26.6428367427 |
| 2015-03-01 | 27.0365838951 |
| 2015-04-01 | 26.7200605890 |
| 2015-05-01 | 26.6157675268 |
| 2015-06-01 | 26.6272450503 |
| 2015-07-01 | 26.7877633994 |
| 2015-08-01 | 26.8634367164 |
| 2015-09-01 | 27.0178339007 |
| 2015-10-01 | 26.9083788852 |
| 2015-11-01 | 27.0450120205 |
| 2015-12-01 | 26.9260026969 |
| 2016-01-01 | 27.2747907960 |
| 2016-02-01 | 27.2767251177 |
| 2016-03-01 | 27.3293489049 |
| 2016-04-01 | 27.5704825763 |
| 2016-05-01 | 27.5836683270 |
| 2016-06-01 | 27.4279009137 |
| 2016-07-01 | 27.3130081392 |
| 2016-08-01 | 27.6192839419 |
| 2016-09-01 | 27.7006452469 |
| 2016-10-01 | 27.6868949577 |
| 2016-11-01 | 27.6973555951 |
| 2016-12-01 | 27.7995686657 |
| 2017-01-01 | 27.9389762201 |
| 2017-02-01 | 27.8199912511 |
| 2017-03-01 | 28.0497394776 |
| 2017-04-01 | 28.1413464476 |
| 2017-05-01 | 28.1453909184 |
| 2017-06-01 | 28.3220932196 |
| 2017-07-01 | 27.8197427526 |
| 2017-08-01 | 28.0580910397 |
| 2017-09-01 | 28.1881523545 |
| 2017-10-01 | 28.2527310688 |
| 2017-11-01 | 28.3532064139 |
| 2017-12-01 | 28.4878451754 |
| 2018-01-01 | 28.4225942859 |
| 2018-02-01 | 28.4503271229 |
| 2018-03-01 | 28.4766625348 |
| 2018-04-01 | 28.2076294226 |
| 2018-05-01 | 28.3101851564 |
| 2018-06-01 | 28.2948989023 |
| 2018-07-01 | 28.4200892458 |
| 2018-08-01 | 28.4882589723 |
| 2018-09-01 | 28.2872287388 |
| 2018-10-01 | 28.8330491953 |
| 2018-11-01 | 28.8318782765 |
| 2018-12-01 | 28.8908114105 |
| 2019-01-01 | 28.7067537633 |
| 2019-02-01 | 28.9509867905 |
| 2019-03-01 | 29.0046667257 |
| 2019-04-01 | 28.8515993237 |
| 2019-05-01 | 28.7525106814 |
| 2019-06-01 | 28.8661692846 |
| 2019-07-01 | 28.9333345267 |
| 2019-08-01 | 28.7210294582 |
| 2019-09-01 | 28.7013109849 |
| 2019-10-01 | 28.3314510944 |
| 2019-11-01 | 28.4542743114 |
| 2019-12-01 | 28.6177851632 |
| 2020-01-01 | 27.9553505206 |
| 2020-02-01 | 27.9251041689 |
| 2020-03-01 | 28.0051683566 |
| 2020-04-01 | 23.5497148985 |
| 2020-05-01 | 24.5914241596 |
| 2020-06-01 | 25.2399226026 |
| 2020-07-01 | 25.2749565935 |
| 2020-08-01 | 25.5892379054 |
| 2020-09-01 | 25.7991771640 |
| 2020-10-01 | 26.1792349589 |
| 2020-11-01 | 26.0002403720 |
| 2020-12-01 | 25.9478922476 |
| 2021-01-01 | 26.3611485998 |
| 2021-02-01 | 26.4976865536 |
| 2021-03-01 | 26.3798166752 |
| 2021-04-01 | 26.5045413912 |
| 2021-05-01 | 26.7004374008 |
| 2021-06-01 | 26.7192308525 |
| 2021-07-01 | 26.8794370824 |
| 2021-08-01 | 27.0971827992 |
| 2021-09-01 | 26.9845971746 |
| 2021-10-01 | 27.3378004264 |
| 2021-11-01 | 27.5636539895 |
| 2021-12-01 | 27.5773264279 |
| 2022-01-01 | 28.1292255107 |
| 2022-02-01 | 28.4700907640 |
| 2022-03-01 | 28.5317364639 |
| 2022-04-01 | 29.7356457663 |
| 2022-05-01 | 29.4942047959 |
| 2022-06-01 | 29.6059415504 |
| 2022-07-01 | 29.5327714144 |
| 2022-08-01 | 29.5421397775 |
| 2022-09-01 | 29.1570071756 |
| 2022-10-01 | 29.3931440739 |
| 2022-11-01 | 29.4139885940 |
| 2022-12-01 | 29.3893518249 |
| 2023-01-01 | 29.2924855391 |
| 2023-02-01 | 29.1592510443 |
| 2023-03-01 | 29.0630716855 |
| 2023-04-01 | 28.9825042335 |
| 2023-05-01 | 28.7754450086 |
| 2023-06-01 | 28.7955623092 |
| 2023-07-01 | 28.9221347861 |
| 2023-08-01 | 28.5916750866 |
| 2023-09-01 | 28.6293009699 |
| 2023-10-01 | 28.3154081688 |
| 2023-11-01 | 28.2359979733 |
| 2023-12-01 | 28.3917556577 |
| 2024-01-01 | 28.1706792132 |
| 2024-02-01 | 27.9619931286 |
| 2024-03-01 | 28.0087330152 |
| 2024-04-01 | 27.9521563442 |
| 2024-05-01 | 27.9512968514 |
| 2024-06-01 | 27.9941395005 |
| 2024-07-01 | 27.6018146259 |
| 2024-08-01 | 27.4359200820 |
| 2024-09-01 | 27.5897803934 |
| 2024-10-01 | 27.4214323877 |
| 2024-11-01 | 27.5377956905 |
| 2024-12-01 | 27.3813445323 |
| 2025-01-01 | 27.5666302835 |
| 2025-02-01 | 27.5877824579 |
| 2025-03-01 | 27.4777218614 |
| 2025-04-01 | 27.5478592344 |
| 2025-05-01 | 27.3148432009 |
| 2025-06-01 | 27.0876533246 |
| 2025-07-01 | 26.9707431949 |
| 2025-08-01 | 26.9593300835 |
| 2025-09-01 | 26.9586611938 |
| 2025-10-01 | 26.9065992006 |
| 2025-11-01 | 26.6299036845 |
| 2025-12-01 | 26.4837742615 |
| 2026-01-01 | 26.2672804729 |
| 2026-02-01 | 26.1042684470 |
| 2026-03-01 | 26.1759705063 |
| 2026-04-01 | 25.9520210689 |
| 2026-05-01 | 26.4812051114 |
| 2026-06-01 | 26.1890234994 |
| 2026-07-01 | 26.0112178790 |
| 2026-08-01 | 26.2633980321 |