Table Data - All Employees: Education and Health Services: Private Education and Health Services in Ann Arbor, MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Ann Arbor, MI (MSA) |
|---|---|
| Series ID | ANNA426EDUH |
| 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 2026-04-01 |
| Last Updated | 2026-05-26 3:08 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 | 16.3705228144099 |
| 1990-02-01 | 16.5678380709763 |
| 1990-03-01 | 17.4871653909785 |
| 1990-04-01 | 16.2561128809394 |
| 1990-05-01 | 16.2475420144405 |
| 1990-06-01 | 16.8986929194044 |
| 1990-07-01 | 16.1780512033130 |
| 1990-08-01 | 16.3025564986432 |
| 1990-09-01 | 16.9668705704531 |
| 1990-10-01 | 16.7498965624932 |
| 1990-11-01 | 16.8021777223568 |
| 1990-12-01 | 17.6349285588942 |
| 1991-01-01 | 16.5870849966819 |
| 1991-02-01 | 16.4901516787964 |
| 1991-03-01 | 16.6042639381351 |
| 1991-04-01 | 16.0440531749282 |
| 1991-05-01 | 16.2252482298321 |
| 1991-06-01 | 16.1756080115398 |
| 1991-07-01 | 15.1450461562878 |
| 1991-08-01 | 15.2950462686755 |
| 1991-09-01 | 15.2735891034009 |
| 1991-10-01 | 15.2726453337702 |
| 1991-11-01 | 15.2415062886339 |
| 1991-12-01 | 15.2510046104396 |
| 1992-01-01 | 15.3902360215447 |
| 1992-02-01 | 15.3246981688929 |
| 1992-03-01 | 15.3227263190342 |
| 1992-04-01 | 15.3207047457465 |
| 1992-05-01 | 15.2896996554993 |
| 1992-06-01 | 15.2373346816306 |
| 1992-07-01 | 15.3205109088977 |
| 1992-08-01 | 15.1057773694243 |
| 1992-09-01 | 15.1844602650430 |
| 1992-10-01 | 15.3949078821258 |
| 1992-11-01 | 15.3642168996646 |
| 1992-12-01 | 15.4572237923838 |
| 1993-01-01 | 15.5119582482514 |
| 1993-02-01 | 15.3490989979907 |
| 1993-03-01 | 15.0362758266877 |
| 1993-04-01 | 15.3855946498109 |
| 1993-05-01 | 15.3411020011365 |
| 1993-06-01 | 15.3889481144788 |
| 1993-07-01 | 15.4020697153686 |
| 1993-08-01 | 15.5430336366384 |
| 1993-09-01 | 15.4077497643881 |
| 1993-10-01 | 15.8183092250323 |
| 1993-11-01 | 15.4763616961176 |
| 1993-12-01 | 15.3523464393556 |
| 1994-01-01 | 15.3245316292415 |
| 1994-02-01 | 15.4715485091199 |
| 1994-03-01 | 15.3452856786577 |
| 1994-04-01 | 15.8554752174938 |
| 1994-05-01 | 16.0989741752740 |
| 1994-06-01 | 16.1377932112796 |
| 1994-07-01 | 16.3139772470923 |
| 1994-08-01 | 16.1668338156636 |
| 1994-09-01 | 16.3261328235647 |
| 1994-10-01 | 16.0546782329512 |
| 1994-11-01 | 16.2630144971982 |
| 1994-12-01 | 16.4350932288365 |
| 1995-01-01 | 15.8520666204232 |
| 1995-02-01 | 16.0865106549094 |
| 1995-03-01 | 16.0495911934524 |
| 1995-04-01 | 15.9352910698167 |
| 1995-05-01 | 15.8673110391608 |
| 1995-06-01 | 15.9024467814816 |
| 1995-07-01 | 15.9281678795706 |
| 1995-08-01 | 15.8768971668013 |
| 1995-09-01 | 15.9394758912607 |
| 1995-10-01 | 15.7862960665878 |
| 1995-11-01 | 15.7559284239133 |
| 1995-12-01 | 16.1287829129158 |
| 1996-01-01 | 16.2530409645011 |
| 1996-02-01 | 16.2806553600598 |
| 1996-03-01 | 16.3361272446386 |
| 1996-04-01 | 16.5302178998049 |
| 1996-05-01 | 16.5588486500549 |
| 1996-06-01 | 16.5937554114292 |
| 1996-07-01 | 16.3536954266778 |
| 1996-08-01 | 16.4943085082204 |
| 1996-09-01 | 16.4485915075897 |
| 1996-10-01 | 16.7080072137523 |
| 1996-11-01 | 16.7329970800944 |
| 1996-12-01 | 16.8318353498389 |
| 1997-01-01 | 16.3190207886293 |
| 1997-02-01 | 16.1610291009374 |
| 1997-03-01 | 16.1152473161496 |
| 1997-04-01 | 16.0361045859221 |
| 1997-05-01 | 16.0738174546471 |
| 1997-06-01 | 16.1191028142980 |
| 1997-07-01 | 15.7567129283643 |
| 1997-08-01 | 16.1047843321199 |
| 1997-09-01 | 16.0675160330955 |
| 1997-10-01 | 15.8022134404931 |
| 1997-11-01 | 15.8380587628413 |
| 1997-12-01 | 15.8624492344448 |
| 1998-01-01 | 15.5531245431646 |
| 1998-02-01 | 15.5328378374949 |
| 1998-03-01 | 15.5914323897796 |
| 1998-04-01 | 15.7443911085801 |
| 1998-05-01 | 15.8071744295667 |
| 1998-06-01 | 15.8632900743743 |
| 1998-07-01 | 15.8431141777651 |
| 1998-08-01 | 16.4130504696783 |
| 1998-09-01 | 16.1893777125793 |
| 1998-10-01 | 16.2902309761242 |
| 1998-11-01 | 16.4407253031479 |
| 1998-12-01 | 16.3908366823913 |
| 1999-01-01 | 16.7151423189834 |
| 1999-02-01 | 16.8001671463642 |
| 1999-03-01 | 16.8631558412018 |
| 1999-04-01 | 16.7235918029759 |
| 1999-05-01 | 16.8191972922182 |
| 1999-06-01 | 16.8070228014590 |
| 1999-07-01 | 17.0382405358451 |
| 1999-08-01 | 16.8186236141371 |
| 1999-09-01 | 16.6167948958774 |
| 1999-10-01 | 17.2741341734537 |
| 1999-11-01 | 17.2583715692007 |
| 1999-12-01 | 17.4260032941975 |
| 2000-01-01 | 17.6744566878924 |
| 2000-02-01 | 17.8589297292057 |
| 2000-03-01 | 17.9376974989048 |
| 2000-04-01 | 17.8985032140187 |
| 2000-05-01 | 17.9312570714835 |
| 2000-06-01 | 18.0527094515524 |
| 2000-07-01 | 18.2246788493950 |
| 2000-08-01 | 18.3442388222294 |
| 2000-09-01 | 18.5534784729129 |
| 2000-10-01 | 18.5532530698918 |
| 2000-11-01 | 18.7787590236416 |
| 2000-12-01 | 18.7329951374417 |
| 2001-01-01 | 19.0554912964217 |
| 2001-02-01 | 19.1283782752724 |
| 2001-03-01 | 19.2278734265132 |
| 2001-04-01 | 19.4640371494794 |
| 2001-05-01 | 19.4302116398595 |
| 2001-06-01 | 19.5889804316670 |
| 2001-07-01 | 19.8421772879471 |
| 2001-08-01 | 19.8693175108415 |
| 2001-09-01 | 19.7739889656874 |
| 2001-10-01 | 20.0249400124256 |
| 2001-11-01 | 19.9712857200266 |
| 2001-12-01 | 20.2127800073707 |
| 2002-01-01 | 20.0636911556706 |
| 2002-02-01 | 20.4248823873906 |
| 2002-03-01 | 20.6396524626729 |
| 2002-04-01 | 21.1296485205937 |
| 2002-05-01 | 21.2216044227275 |
| 2002-06-01 | 21.3147796231351 |
| 2002-07-01 | 21.3745662694255 |
| 2002-08-01 | 21.6009970870826 |
| 2002-09-01 | 21.5799690354825 |
| 2002-10-01 | 21.4889367982883 |
| 2002-11-01 | 21.6446775863816 |
| 2002-12-01 | 21.9519770366737 |
| 2003-01-01 | 22.1139486337270 |
| 2003-02-01 | 22.1422563336507 |
| 2003-03-01 | 22.1613900322007 |
| 2003-04-01 | 22.2093672021669 |
| 2003-05-01 | 22.1947526907024 |
| 2003-06-01 | 22.2236441350797 |
| 2003-07-01 | 22.2263614793399 |
| 2003-08-01 | 22.3239517336965 |
| 2003-09-01 | 22.3479662961458 |
| 2003-10-01 | 22.4694332238614 |
| 2003-11-01 | 22.5206491672737 |
| 2003-12-01 | 22.4864059245903 |
| 2004-01-01 | 22.4516584008786 |
| 2004-02-01 | 22.5738216990455 |
| 2004-03-01 | 22.5778963346383 |
| 2004-04-01 | 22.5092685406009 |
| 2004-05-01 | 22.6662891956163 |
| 2004-06-01 | 22.8127356181196 |
| 2004-07-01 | 23.0923431971814 |
| 2004-08-01 | 23.0731279902997 |
| 2004-09-01 | 23.2196024165627 |
| 2004-10-01 | 23.2467826575428 |
| 2004-11-01 | 23.4078728502640 |
| 2004-12-01 | 23.3159677346217 |
| 2005-01-01 | 23.1845277829300 |
| 2005-02-01 | 23.1896828602058 |
| 2005-03-01 | 23.1712267818070 |
| 2005-04-01 | 23.3225970870765 |
| 2005-05-01 | 23.2437948819697 |
| 2005-06-01 | 23.1875841605449 |
| 2005-07-01 | 23.1343287394517 |
| 2005-08-01 | 23.0076994469537 |
| 2005-09-01 | 23.3877972073705 |
| 2005-10-01 | 23.2554523536934 |
| 2005-11-01 | 23.4221752327779 |
| 2005-12-01 | 23.1604408576511 |
| 2006-01-01 | 23.1963555988566 |
| 2006-02-01 | 23.3103055580660 |
| 2006-03-01 | 23.3585297337656 |
| 2006-04-01 | 23.4331624256817 |
| 2006-05-01 | 23.5196540790402 |
| 2006-06-01 | 23.4489512335533 |
| 2006-07-01 | 23.5789106248797 |
| 2006-08-01 | 23.6365384705499 |
| 2006-09-01 | 23.8810268593647 |
| 2006-10-01 | 23.7686089385192 |
| 2006-11-01 | 23.8527592810187 |
| 2006-12-01 | 24.0218481728732 |
| 2007-01-01 | 24.1019158881452 |
| 2007-02-01 | 24.0341152834933 |
| 2007-03-01 | 24.1406142505563 |
| 2007-04-01 | 24.1253103574979 |
| 2007-05-01 | 24.1705979833260 |
| 2007-06-01 | 24.4048997366139 |
| 2007-07-01 | 24.1178810415092 |
| 2007-08-01 | 24.1454326765626 |
| 2007-09-01 | 24.1853325361757 |
| 2007-10-01 | 24.4107456480061 |
| 2007-11-01 | 24.3731301551202 |
| 2007-12-01 | 24.7154353439754 |
| 2008-01-01 | 24.4893764669338 |
| 2008-02-01 | 24.5703827869117 |
| 2008-03-01 | 24.6348997823651 |
| 2008-04-01 | 24.2019186607810 |
| 2008-05-01 | 24.2138618682829 |
| 2008-06-01 | 24.3511674984710 |
| 2008-07-01 | 24.4485636542722 |
| 2008-08-01 | 24.3480777901849 |
| 2008-09-01 | 24.3113412542000 |
| 2008-10-01 | 24.3521475110953 |
| 2008-11-01 | 24.2649008896684 |
| 2008-12-01 | 24.5631446110455 |
| 2009-01-01 | 24.3647100755306 |
| 2009-02-01 | 24.5039248443703 |
| 2009-03-01 | 24.6551810889567 |
| 2009-04-01 | 24.1622701013405 |
| 2009-05-01 | 24.5507409206963 |
| 2009-06-01 | 24.5142574515666 |
| 2009-07-01 | 24.5485213202434 |
| 2009-08-01 | 24.7607984554334 |
| 2009-09-01 | 24.6497797086971 |
| 2009-10-01 | 24.4938350149061 |
| 2009-11-01 | 24.3096259723816 |
| 2009-12-01 | 24.4233614371328 |
| 2010-01-01 | 24.5563575235992 |
| 2010-02-01 | 24.4419241004191 |
| 2010-03-01 | 24.5967766490511 |
| 2010-04-01 | 24.6989257153045 |
| 2010-05-01 | 24.8937310691348 |
| 2010-06-01 | 24.6833524088345 |
| 2010-07-01 | 24.5379026552299 |
| 2010-08-01 | 24.6611576054230 |
| 2010-09-01 | 24.6915049806432 |
| 2010-10-01 | 24.6170462681701 |
| 2010-11-01 | 24.8309414486331 |
| 2010-12-01 | 24.6961663463060 |
| 2011-01-01 | 24.7527908138041 |
| 2011-02-01 | 24.7698528344946 |
| 2011-03-01 | 24.8335494988915 |
| 2011-04-01 | 25.2470882808184 |
| 2011-05-01 | 25.0506347951433 |
| 2011-06-01 | 25.1642843014033 |
| 2011-07-01 | 25.2395455524633 |
| 2011-08-01 | 25.1726787221232 |
| 2011-09-01 | 25.4372905872855 |
| 2011-10-01 | 25.6328399600537 |
| 2011-11-01 | 25.8411244804190 |
| 2011-12-01 | 25.8413224218698 |
| 2012-01-01 | 26.2735225553961 |
| 2012-02-01 | 26.2816854805724 |
| 2012-03-01 | 26.2517216792896 |
| 2012-04-01 | 26.6193911668359 |
| 2012-05-01 | 26.6102335263020 |
| 2012-06-01 | 26.4358937749149 |
| 2012-07-01 | 26.5420208925009 |
| 2012-08-01 | 26.5086523694812 |
| 2012-09-01 | 26.4904087856641 |
| 2012-10-01 | 26.5273882170380 |
| 2012-11-01 | 26.6882111615119 |
| 2012-12-01 | 26.5477331055681 |
| 2013-01-01 | 26.4865560420495 |
| 2013-02-01 | 26.4593926736898 |
| 2013-03-01 | 26.4617933364793 |
| 2013-04-01 | 26.6504435303453 |
| 2013-05-01 | 26.5210665877197 |
| 2013-06-01 | 26.7308206730442 |
| 2013-07-01 | 27.0297914478845 |
| 2013-08-01 | 27.1258209224324 |
| 2013-09-01 | 26.6155588411612 |
| 2013-10-01 | 26.2052311420992 |
| 2013-11-01 | 26.5954427915088 |
| 2013-12-01 | 26.4020092479304 |
| 2014-01-01 | 26.4112160409083 |
| 2014-02-01 | 26.4237354813270 |
| 2014-03-01 | 26.5598443397339 |
| 2014-04-01 | 26.3114002241220 |
| 2014-05-01 | 26.4455226077830 |
| 2014-06-01 | 26.8434037223974 |
| 2014-07-01 | 26.4996449933647 |
| 2014-08-01 | 26.7145304621677 |
| 2014-09-01 | 26.6121735992741 |
| 2014-10-01 | 26.6692031902041 |
| 2014-11-01 | 26.3446235864560 |
| 2014-12-01 | 26.7437562869877 |
| 2015-01-01 | 26.8287187679911 |
| 2015-02-01 | 26.9789361462758 |
| 2015-03-01 | 27.0467597452380 |
| 2015-04-01 | 26.9723141835529 |
| 2015-05-01 | 27.0649855836929 |
| 2015-06-01 | 27.4638238322617 |
| 2015-07-01 | 27.2111305488110 |
| 2015-08-01 | 27.1128423644676 |
| 2015-09-01 | 27.1007155460646 |
| 2015-10-01 | 27.1198082727329 |
| 2015-11-01 | 27.1793933696100 |
| 2015-12-01 | 27.3836552904408 |
| 2016-01-01 | 27.2502288617986 |
| 2016-02-01 | 27.2364129763341 |
| 2016-03-01 | 27.1207033306789 |
| 2016-04-01 | 27.3460596273188 |
| 2016-05-01 | 27.3064541470048 |
| 2016-06-01 | 27.2939086403933 |
| 2016-07-01 | 27.1939891838170 |
| 2016-08-01 | 27.1997065759692 |
| 2016-09-01 | 27.4774120716883 |
| 2016-10-01 | 27.4763867979910 |
| 2016-11-01 | 27.4232455561005 |
| 2016-12-01 | 27.6514371735879 |
| 2017-01-01 | 27.6509985808612 |
| 2017-02-01 | 27.6942744959249 |
| 2017-03-01 | 27.7975332193455 |
| 2017-04-01 | 28.2992874146995 |
| 2017-05-01 | 28.2529678773004 |
| 2017-06-01 | 28.0328859346223 |
| 2017-07-01 | 28.2044186649458 |
| 2017-08-01 | 28.1776151378330 |
| 2017-09-01 | 28.3550116222078 |
| 2017-10-01 | 28.4262665606256 |
| 2017-11-01 | 28.4494026179554 |
| 2017-12-01 | 28.4407127068017 |
| 2018-01-01 | 28.5571092536385 |
| 2018-02-01 | 28.6688134329599 |
| 2018-03-01 | 28.5574243022816 |
| 2018-04-01 | 28.5466884864208 |
| 2018-05-01 | 28.6130397115613 |
| 2018-06-01 | 28.8857936541533 |
| 2018-07-01 | 28.8818578260052 |
| 2018-08-01 | 29.0343180662805 |
| 2018-09-01 | 29.0340822673063 |
| 2018-10-01 | 29.3955776428511 |
| 2018-11-01 | 29.4698068319722 |
| 2018-12-01 | 29.5548999232994 |
| 2019-01-01 | 29.4556619371143 |
| 2019-02-01 | 29.6513933849734 |
| 2019-03-01 | 30.0179384006498 |
| 2019-04-01 | 29.7712567159104 |
| 2019-05-01 | 29.8593077491262 |
| 2019-06-01 | 30.0185551971792 |
| 2019-07-01 | 30.0642234820697 |
| 2019-08-01 | 30.0845190965655 |
| 2019-09-01 | 30.1428279126750 |
| 2019-10-01 | 29.8829586037192 |
| 2019-11-01 | 29.9900233926907 |
| 2019-12-01 | 29.9805697440991 |
| 2020-01-01 | 30.6632960534216 |
| 2020-02-01 | 30.7539440821989 |
| 2020-03-01 | 30.3844998692952 |
| 2020-04-01 | 25.2948856969463 |
| 2020-05-01 | 24.9242036545136 |
| 2020-06-01 | 26.0354920321309 |
| 2020-07-01 | 26.8651972668281 |
| 2020-08-01 | 27.3933128458902 |
| 2020-09-01 | 27.8264471701420 |
| 2020-10-01 | 27.8336098715393 |
| 2020-11-01 | 27.8450237898841 |
| 2020-12-01 | 28.0172206152801 |
| 2021-01-01 | 28.2215544237143 |
| 2021-02-01 | 28.3745952283841 |
| 2021-03-01 | 28.5992033324442 |
| 2021-04-01 | 28.4538911776946 |
| 2021-05-01 | 28.6002242651670 |
| 2021-06-01 | 28.5388218552915 |
| 2021-07-01 | 28.9616452602824 |
| 2021-08-01 | 28.8796490515822 |
| 2021-09-01 | 29.0447861278255 |
| 2021-10-01 | 29.1752933767317 |
| 2021-11-01 | 29.2740882735141 |
| 2021-12-01 | 29.4289637502833 |
| 2022-01-01 | 29.3999746668815 |
| 2022-02-01 | 29.4797892258035 |
| 2022-03-01 | 29.4978152568661 |
| 2022-04-01 | 29.8115325958842 |
| 2022-05-01 | 29.8697909079785 |
| 2022-06-01 | 30.0375090902846 |
| 2022-07-01 | 29.9402217982234 |
| 2022-08-01 | 29.8743546836447 |
| 2022-09-01 | 29.8612918295479 |
| 2022-10-01 | 30.2404819288309 |
| 2022-11-01 | 30.5173134429828 |
| 2022-12-01 | 30.6340238974727 |
| 2023-01-01 | 30.7586600850459 |
| 2023-02-01 | 30.9727632990029 |
| 2023-03-01 | 30.9077496116600 |
| 2023-04-01 | 31.5650768481305 |
| 2023-05-01 | 31.7322420316392 |
| 2023-06-01 | 31.9066576914313 |
| 2023-07-01 | 32.1574967429408 |
| 2023-08-01 | 32.4005300980883 |
| 2023-09-01 | 32.6113103365043 |
| 2023-10-01 | 32.5965777269338 |
| 2023-11-01 | 32.7418272421903 |
| 2023-12-01 | 32.9266463603171 |
| 2024-01-01 | 33.1295686677856 |
| 2024-02-01 | 33.2602443233454 |
| 2024-03-01 | 33.3972290783335 |
| 2024-04-01 | 33.4226398922647 |
| 2024-05-01 | 33.6038894911532 |
| 2024-06-01 | 33.6780505407651 |
| 2024-07-01 | 33.8775815374774 |
| 2024-08-01 | 34.3163781696379 |
| 2024-09-01 | 34.5387240612071 |
| 2024-10-01 | 34.1558008250244 |
| 2024-11-01 | 34.2751698499146 |
| 2024-12-01 | 34.2225186589421 |
| 2025-01-01 | 34.4912320796825 |
| 2025-02-01 | 34.5446943877253 |
| 2025-03-01 | 34.4908109217449 |
| 2025-04-01 | 34.4946517083881 |
| 2025-05-01 | 34.4932634431255 |
| 2025-06-01 | 34.5602599952575 |
| 2025-07-01 | 34.5041694371717 |
| 2025-08-01 | 34.5085285300390 |
| 2025-09-01 | 34.3394807637763 |
| 2025-10-01 | 34.3839201149434 |
| 2025-11-01 | 34.2975785402701 |
| 2025-12-01 | 34.5292659717183 |
| 2026-01-01 | 34.5664600572388 |
| 2026-02-01 | 34.4333208104339 |
| 2026-03-01 | 34.4811756147483 |
| 2026-04-01 | 34.4872221141372 |