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 2026-05-01 |
| Last Updated | 2026-06-24 10:13 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 | 16.3705022744069 |
| 1990-02-01 | 16.5678143752986 |
| 1990-03-01 | 17.4873466677906 |
| 1990-04-01 | 16.2560940337772 |
| 1990-05-01 | 16.2475186681770 |
| 1990-06-01 | 16.8986581235855 |
| 1990-07-01 | 16.1780471327251 |
| 1990-08-01 | 16.3025528838716 |
| 1990-09-01 | 16.9668614814971 |
| 1990-10-01 | 16.7498876458367 |
| 1990-11-01 | 16.8021684367449 |
| 1990-12-01 | 17.6349122469440 |
| 1991-01-01 | 16.5870664086171 |
| 1991-02-01 | 16.4901306582800 |
| 1991-03-01 | 16.6044220259424 |
| 1991-04-01 | 16.0440365193332 |
| 1991-05-01 | 16.2252273978935 |
| 1991-06-01 | 16.1755783205140 |
| 1991-07-01 | 15.1450423259963 |
| 1991-08-01 | 15.2950426555385 |
| 1991-09-01 | 15.2735817168885 |
| 1991-10-01 | 15.2726376362586 |
| 1991-11-01 | 15.2414987777270 |
| 1991-12-01 | 15.2509916139390 |
| 1992-01-01 | 15.3902232115610 |
| 1992-02-01 | 15.3246830589600 |
| 1992-03-01 | 15.3228477481446 |
| 1992-04-01 | 15.3206919621172 |
| 1992-05-01 | 15.2896831975173 |
| 1992-06-01 | 15.2373131006921 |
| 1992-07-01 | 15.3205069275706 |
| 1992-08-01 | 15.1057731457230 |
| 1992-09-01 | 15.1844542617504 |
| 1992-10-01 | 15.3949010672011 |
| 1992-11-01 | 15.3642096812876 |
| 1992-12-01 | 15.4572144641614 |
| 1993-01-01 | 15.5119522292219 |
| 1993-02-01 | 15.3490917392231 |
| 1993-03-01 | 15.0363548757136 |
| 1993-04-01 | 15.3855879026498 |
| 1993-05-01 | 15.3410920489983 |
| 1993-06-01 | 15.3889349554088 |
| 1993-07-01 | 15.4020657004387 |
| 1993-08-01 | 15.5430291107678 |
| 1993-09-01 | 15.4077450426533 |
| 1993-10-01 | 15.8183030301208 |
| 1993-11-01 | 15.4763547301940 |
| 1993-12-01 | 15.3523403604001 |
| 1994-01-01 | 15.3245312455104 |
| 1994-02-01 | 15.4715472498322 |
| 1994-03-01 | 15.3453314939193 |
| 1994-04-01 | 15.8554728602563 |
| 1994-05-01 | 16.0989691030143 |
| 1994-06-01 | 16.1377868588526 |
| 1994-07-01 | 16.3139733785920 |
| 1994-08-01 | 16.1668295608334 |
| 1994-09-01 | 16.3261294167167 |
| 1994-10-01 | 16.0546734034295 |
| 1994-11-01 | 16.2630075728172 |
| 1994-12-01 | 16.4350900987017 |
| 1995-01-01 | 15.8520695559832 |
| 1995-02-01 | 16.0865134873138 |
| 1995-03-01 | 16.0496106527120 |
| 1995-04-01 | 15.9352921219213 |
| 1995-05-01 | 15.8673106939510 |
| 1995-06-01 | 15.9024451216171 |
| 1995-07-01 | 15.9281648721803 |
| 1995-08-01 | 15.8768944973592 |
| 1995-09-01 | 15.9394738045148 |
| 1995-10-01 | 15.7862922345027 |
| 1995-11-01 | 15.7559226041358 |
| 1995-12-01 | 16.1287802913333 |
| 1996-01-01 | 16.2530440825158 |
| 1996-02-01 | 16.2806578061334 |
| 1996-03-01 | 16.3361392475390 |
| 1996-04-01 | 16.5302187174216 |
| 1996-05-01 | 16.5588486060639 |
| 1996-06-01 | 16.5937546179480 |
| 1996-07-01 | 16.3536932485168 |
| 1996-08-01 | 16.4943070766970 |
| 1996-09-01 | 16.4485904608857 |
| 1996-10-01 | 16.7080049518918 |
| 1996-11-01 | 16.7329919014501 |
| 1996-12-01 | 16.8318337737225 |
| 1997-01-01 | 16.3190234457325 |
| 1997-02-01 | 16.1610313532782 |
| 1997-03-01 | 16.1152521364569 |
| 1997-04-01 | 16.0361057461723 |
| 1997-05-01 | 16.0738179472886 |
| 1997-06-01 | 16.1191027014377 |
| 1997-07-01 | 15.7567112610949 |
| 1997-08-01 | 16.1047836273106 |
| 1997-09-01 | 16.0675155027144 |
| 1997-10-01 | 15.8022124783455 |
| 1997-11-01 | 15.8380556993961 |
| 1997-12-01 | 15.8624483612748 |
| 1998-01-01 | 15.5531261775509 |
| 1998-02-01 | 15.5328394017916 |
| 1998-03-01 | 15.5914337529781 |
| 1998-04-01 | 15.7443921376607 |
| 1998-05-01 | 15.8071749768101 |
| 1998-06-01 | 15.8632901527466 |
| 1998-07-01 | 15.8431127423434 |
| 1998-08-01 | 16.4130500709173 |
| 1998-09-01 | 16.1893774332443 |
| 1998-10-01 | 16.2902309659973 |
| 1998-11-01 | 16.4407239217866 |
| 1998-12-01 | 16.3908364268803 |
| 1999-01-01 | 16.7151427980845 |
| 1999-02-01 | 16.8001677602739 |
| 1999-03-01 | 16.8631564827561 |
| 1999-04-01 | 16.7235923572484 |
| 1999-05-01 | 16.8191976465366 |
| 1999-06-01 | 16.8070229458759 |
| 1999-07-01 | 17.0382393618079 |
| 1999-08-01 | 16.8186234695123 |
| 1999-09-01 | 16.6167948025238 |
| 1999-10-01 | 17.2741342478167 |
| 1999-11-01 | 17.2583715592848 |
| 1999-12-01 | 17.4260029143880 |
| 2000-01-01 | 17.6744568380984 |
| 2000-02-01 | 17.8589299406756 |
| 2000-03-01 | 17.9376977436711 |
| 2000-04-01 | 17.8985034362762 |
| 2000-05-01 | 17.9312572351653 |
| 2000-06-01 | 18.0527095531019 |
| 2000-07-01 | 18.2246780622733 |
| 2000-08-01 | 18.3442387827698 |
| 2000-09-01 | 18.5534784882523 |
| 2000-10-01 | 18.5532532725971 |
| 2000-11-01 | 18.7787590923491 |
| 2000-12-01 | 18.7329949632328 |
| 2001-01-01 | 19.0554913704744 |
| 2001-02-01 | 19.1283783418709 |
| 2001-03-01 | 19.2278734982267 |
| 2001-04-01 | 19.4640372153540 |
| 2001-05-01 | 19.4302116862543 |
| 2001-06-01 | 19.5889804647108 |
| 2001-07-01 | 19.8421768997562 |
| 2001-08-01 | 19.8693174816286 |
| 2001-09-01 | 19.7739889750575 |
| 2001-10-01 | 20.0249401832984 |
| 2001-11-01 | 19.9712857890573 |
| 2001-12-01 | 20.2127799093546 |
| 2002-01-01 | 20.0636912013704 |
| 2002-02-01 | 20.4248824120555 |
| 2002-03-01 | 20.6396524798903 |
| 2002-04-01 | 21.1296485265129 |
| 2002-05-01 | 21.2216044127293 |
| 2002-06-01 | 21.3147796063976 |
| 2002-07-01 | 21.3745661992295 |
| 2002-08-01 | 21.6009970537619 |
| 2002-09-01 | 21.5799690090029 |
| 2002-10-01 | 21.4889368856982 |
| 2002-11-01 | 21.6446776162737 |
| 2002-12-01 | 21.9519770188036 |
| 2003-01-01 | 22.1139486462679 |
| 2003-02-01 | 22.1422563361042 |
| 2003-03-01 | 22.1613900316569 |
| 2003-04-01 | 22.2093671975279 |
| 2003-05-01 | 22.1947526789503 |
| 2003-06-01 | 22.2236441268649 |
| 2003-07-01 | 22.2263614695688 |
| 2003-08-01 | 22.3239517270189 |
| 2003-09-01 | 22.3479662838851 |
| 2003-10-01 | 22.4694332551583 |
| 2003-11-01 | 22.5206491879855 |
| 2003-12-01 | 22.4864059119187 |
| 2004-01-01 | 22.4516584040458 |
| 2004-02-01 | 22.5738216973918 |
| 2004-03-01 | 22.5778963319605 |
| 2004-04-01 | 22.5092685363316 |
| 2004-05-01 | 22.6662891894774 |
| 2004-06-01 | 22.8127356170699 |
| 2004-07-01 | 23.0923431956239 |
| 2004-08-01 | 23.0731279891654 |
| 2004-09-01 | 23.2196024095642 |
| 2004-10-01 | 23.2467826753649 |
| 2004-11-01 | 23.4078728591686 |
| 2004-12-01 | 23.3159677322285 |
| 2005-01-01 | 23.1845277809665 |
| 2005-02-01 | 23.1896828574735 |
| 2005-03-01 | 23.1712267797851 |
| 2005-04-01 | 23.3225970837341 |
| 2005-05-01 | 23.2437948787959 |
| 2005-06-01 | 23.1875841603382 |
| 2005-07-01 | 23.1343287390121 |
| 2005-08-01 | 23.0076994465025 |
| 2005-09-01 | 23.3877972060750 |
| 2005-10-01 | 23.2554523621252 |
| 2005-11-01 | 23.4221752375449 |
| 2005-12-01 | 23.1604408562320 |
| 2006-01-01 | 23.1963555972175 |
| 2006-02-01 | 23.3103055563243 |
| 2006-03-01 | 23.3585297334567 |
| 2006-04-01 | 23.4331624231247 |
| 2006-05-01 | 23.5196540781107 |
| 2006-06-01 | 23.4489512330557 |
| 2006-07-01 | 23.5789106246772 |
| 2006-08-01 | 23.6365384715268 |
| 2006-09-01 | 23.8810268597925 |
| 2006-10-01 | 23.7686089394243 |
| 2006-11-01 | 23.8527592825903 |
| 2006-12-01 | 24.0218481736485 |
| 2007-01-01 | 24.1019158879426 |
| 2007-02-01 | 24.0341152827095 |
| 2007-03-01 | 24.1406142522116 |
| 2007-04-01 | 24.1253103556778 |
| 2007-05-01 | 24.1705979809576 |
| 2007-06-01 | 24.4048997363296 |
| 2007-07-01 | 24.1178810414493 |
| 2007-08-01 | 24.1454326777905 |
| 2007-09-01 | 24.1853325362609 |
| 2007-10-01 | 24.4107456483834 |
| 2007-11-01 | 24.3731301553331 |
| 2007-12-01 | 24.7154353448747 |
| 2008-01-01 | 24.4893764669949 |
| 2008-02-01 | 24.5703827867316 |
| 2008-03-01 | 24.6348997856566 |
| 2008-04-01 | 24.2019186578775 |
| 2008-05-01 | 24.2138618649036 |
| 2008-06-01 | 24.3511674986456 |
| 2008-07-01 | 24.4485636544131 |
| 2008-08-01 | 24.3480777917571 |
| 2008-09-01 | 24.3113412542413 |
| 2008-10-01 | 24.3521475114037 |
| 2008-11-01 | 24.2649008890592 |
| 2008-12-01 | 24.5631446125237 |
| 2009-01-01 | 24.3647100765214 |
| 2009-02-01 | 24.5039248451802 |
| 2009-03-01 | 24.6551810930059 |
| 2009-04-01 | 24.1622700965189 |
| 2009-05-01 | 24.5507409156088 |
| 2009-06-01 | 24.5142574515763 |
| 2009-07-01 | 24.5485213201655 |
| 2009-08-01 | 24.7607984566941 |
| 2009-09-01 | 24.6497797086585 |
| 2009-10-01 | 24.4938350152990 |
| 2009-11-01 | 24.3096259722920 |
| 2009-12-01 | 24.4233614404047 |
| 2010-01-01 | 24.5563575274017 |
| 2010-02-01 | 24.4419241038776 |
| 2010-03-01 | 24.5967766539199 |
| 2010-04-01 | 24.6989257070178 |
| 2010-05-01 | 24.8937310605062 |
| 2010-06-01 | 24.6833524040421 |
| 2010-07-01 | 24.5379026557787 |
| 2010-08-01 | 24.6611576069030 |
| 2010-09-01 | 24.6915049780412 |
| 2010-10-01 | 24.6170462702502 |
| 2010-11-01 | 24.8309414485268 |
| 2010-12-01 | 24.6961663528869 |
| 2011-01-01 | 24.7527908245561 |
| 2011-02-01 | 24.7698528458908 |
| 2011-03-01 | 24.8335495101401 |
| 2011-04-01 | 25.2470882776746 |
| 2011-05-01 | 25.0506347880401 |
| 2011-06-01 | 25.1642842351409 |
| 2011-07-01 | 25.2395455534736 |
| 2011-08-01 | 25.1726787239085 |
| 2011-09-01 | 25.4372905872627 |
| 2011-10-01 | 25.6328399806530 |
| 2011-11-01 | 25.8411244846329 |
| 2011-12-01 | 25.8413224649261 |
| 2012-01-01 | 26.2735225987627 |
| 2012-02-01 | 26.2816855075201 |
| 2012-03-01 | 26.2517216864966 |
| 2012-04-01 | 26.6193911475900 |
| 2012-05-01 | 26.6102335003806 |
| 2012-06-01 | 26.4358935355121 |
| 2012-07-01 | 26.5420208963459 |
| 2012-08-01 | 26.5086523890305 |
| 2012-09-01 | 26.4904088167417 |
| 2012-10-01 | 26.5273882973215 |
| 2012-11-01 | 26.6882112180647 |
| 2012-12-01 | 26.5477332275333 |
| 2013-01-01 | 26.4865561324780 |
| 2013-02-01 | 26.4593926969685 |
| 2013-03-01 | 26.4617932987214 |
| 2013-04-01 | 26.6504434654778 |
| 2013-05-01 | 26.5210665482683 |
| 2013-06-01 | 26.7308203033458 |
| 2013-07-01 | 27.0297915030687 |
| 2013-08-01 | 27.1258209692833 |
| 2013-09-01 | 26.6155587858532 |
| 2013-10-01 | 26.2052310706379 |
| 2013-11-01 | 26.5954427253151 |
| 2013-12-01 | 26.4020094090782 |
| 2014-01-01 | 26.4112163856361 |
| 2014-02-01 | 26.4237359889907 |
| 2014-03-01 | 26.5598449426907 |
| 2014-04-01 | 26.3113994040091 |
| 2014-05-01 | 26.4455223942688 |
| 2014-06-01 | 26.8434035469498 |
| 2014-07-01 | 26.4996450311938 |
| 2014-08-01 | 26.7145302337405 |
| 2014-09-01 | 26.6121729788310 |
| 2014-10-01 | 26.6692024652648 |
| 2014-11-01 | 26.3446231135686 |
| 2014-12-01 | 26.7437565984147 |
| 2015-01-01 | 26.8287199538062 |
| 2015-02-01 | 26.9789380428364 |
| 2015-03-01 | 27.0467619518835 |
| 2015-04-01 | 26.9723132120011 |
| 2015-05-01 | 27.0649852826261 |
| 2015-06-01 | 27.4638234264871 |
| 2015-07-01 | 27.2111296465125 |
| 2015-08-01 | 27.1128409727639 |
| 2015-09-01 | 27.1007133790524 |
| 2015-10-01 | 27.1198060009978 |
| 2015-11-01 | 27.1793920378426 |
| 2015-12-01 | 27.3836552181780 |
| 2016-01-01 | 27.2502297214422 |
| 2016-02-01 | 27.2364141604097 |
| 2016-03-01 | 27.1207234623403 |
| 2016-04-01 | 27.3460556133968 |
| 2016-05-01 | 27.3064511240344 |
| 2016-06-01 | 27.2939057573078 |
| 2016-07-01 | 27.1939851810309 |
| 2016-08-01 | 27.1997017696444 |
| 2016-09-01 | 27.4774062815583 |
| 2016-10-01 | 27.4763815696876 |
| 2016-11-01 | 27.4232429503771 |
| 2016-12-01 | 27.6514377758222 |
| 2017-01-01 | 27.6510009724529 |
| 2017-02-01 | 27.6942759445589 |
| 2017-03-01 | 27.7975848150816 |
| 2017-04-01 | 28.2992731995880 |
| 2017-05-01 | 28.2529649815996 |
| 2017-06-01 | 28.0328803542244 |
| 2017-07-01 | 28.2044143771813 |
| 2017-08-01 | 28.1776096931003 |
| 2017-09-01 | 28.3549736750467 |
| 2017-10-01 | 28.4262595647481 |
| 2017-11-01 | 28.4493994912641 |
| 2017-12-01 | 28.4407156220755 |
| 2018-01-01 | 28.5571165009847 |
| 2018-02-01 | 28.6688203663909 |
| 2018-03-01 | 28.5575154420580 |
| 2018-04-01 | 28.5466702592662 |
| 2018-05-01 | 28.6130420307344 |
| 2018-06-01 | 28.8857865459172 |
| 2018-07-01 | 28.8818497915648 |
| 2018-08-01 | 29.0343043591717 |
| 2018-09-01 | 29.0340012308238 |
| 2018-10-01 | 29.3955602713334 |
| 2018-11-01 | 29.4697980184164 |
| 2018-12-01 | 29.5549056242772 |
| 2019-01-01 | 29.4556794060469 |
| 2019-02-01 | 29.6514130453182 |
| 2019-03-01 | 30.0180634508546 |
| 2019-04-01 | 29.7712476422830 |
| 2019-05-01 | 29.8593279673112 |
| 2019-06-01 | 30.0185634063359 |
| 2019-07-01 | 30.0642384037962 |
| 2019-08-01 | 30.0845336282419 |
| 2019-09-01 | 30.1425428632473 |
| 2019-10-01 | 29.8829597385925 |
| 2019-11-01 | 29.9900257583071 |
| 2019-12-01 | 29.9805768312921 |
| 2020-01-01 | 30.6633069176799 |
| 2020-02-01 | 30.7539538429982 |
| 2020-03-01 | 30.3847835023156 |
| 2020-04-01 | 25.2948756034809 |
| 2020-05-01 | 24.9242228370026 |
| 2020-06-01 | 26.0355040976017 |
| 2020-07-01 | 26.8652125999191 |
| 2020-08-01 | 27.3933185224009 |
| 2020-09-01 | 27.8259861783094 |
| 2020-10-01 | 27.8335883614585 |
| 2020-11-01 | 27.8450151863692 |
| 2020-12-01 | 28.0172410665675 |
| 2021-01-01 | 28.2216056698397 |
| 2021-02-01 | 28.3746624323610 |
| 2021-03-01 | 28.5996649974049 |
| 2021-04-01 | 28.4539230331833 |
| 2021-05-01 | 28.6002813599087 |
| 2021-06-01 | 28.5388552395631 |
| 2021-07-01 | 28.9616410340395 |
| 2021-08-01 | 28.8795899039558 |
| 2021-09-01 | 29.0439713762243 |
| 2021-10-01 | 29.1751002554064 |
| 2021-11-01 | 29.2739663988025 |
| 2021-12-01 | 29.4288703928876 |
| 2022-01-01 | 29.4002055561254 |
| 2022-02-01 | 29.4801495416597 |
| 2022-03-01 | 29.4987199789568 |
| 2022-04-01 | 29.8117862165019 |
| 2022-05-01 | 29.8699557534040 |
| 2022-06-01 | 30.0375324599972 |
| 2022-07-01 | 29.9400705127853 |
| 2022-08-01 | 29.8740122682179 |
| 2022-09-01 | 29.8600429011157 |
| 2022-10-01 | 30.2397331591960 |
| 2022-11-01 | 30.5167393890053 |
| 2022-12-01 | 30.6336591901652 |
| 2023-01-01 | 30.7591936744784 |
| 2023-02-01 | 30.9739460539303 |
| 2023-03-01 | 30.9099947809135 |
| 2023-04-01 | 31.5672138818887 |
| 2023-05-01 | 31.7309441518338 |
| 2023-06-01 | 31.9062757800236 |
| 2023-07-01 | 32.1570120180022 |
| 2023-08-01 | 32.3997350524547 |
| 2023-09-01 | 32.6093170218059 |
| 2023-10-01 | 32.5947941757626 |
| 2023-11-01 | 32.7402679959466 |
| 2023-12-01 | 32.9256409014219 |
| 2024-01-01 | 33.1303974252927 |
| 2024-02-01 | 33.2628939070017 |
| 2024-03-01 | 33.4027503816753 |
| 2024-04-01 | 33.4300590065821 |
| 2024-05-01 | 33.5972370746070 |
| 2024-06-01 | 33.6769636318093 |
| 2024-07-01 | 33.8765207092229 |
| 2024-08-01 | 34.3148929420952 |
| 2024-09-01 | 34.5360718275982 |
| 2024-10-01 | 34.1529392735474 |
| 2024-11-01 | 34.2725275749118 |
| 2024-12-01 | 34.2208123532558 |
| 2025-01-01 | 34.4922751917131 |
| 2025-02-01 | 34.5489856398829 |
| 2025-03-01 | 34.5000743862405 |
| 2025-04-01 | 34.5087526590466 |
| 2025-05-01 | 34.4797971138977 |
| 2025-06-01 | 34.5583015332445 |
| 2025-07-01 | 34.5025082899687 |
| 2025-08-01 | 34.5064543001587 |
| 2025-09-01 | 34.3363955453985 |
| 2025-10-01 | 34.3802303530889 |
| 2025-11-01 | 34.2940410299514 |
| 2025-12-01 | 34.5267960004165 |
| 2026-01-01 | 34.5675209994400 |
| 2026-02-01 | 34.4388040484307 |
| 2026-03-01 | 34.4935307415064 |
| 2026-04-01 | 34.5071847595723 |
| 2026-05-01 | 34.5773553761854 |