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 2025-12-01 |
| Last Updated | 2026-01-28 4:17 AM CST |
| 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 | 16.3810828421345 |
| 1990-02-01 | 16.5824531678079 |
| 1990-03-01 | 17.5121200546674 |
| 1990-04-01 | 16.2488670981039 |
| 1990-05-01 | 16.2315972448962 |
| 1990-06-01 | 16.8857690313160 |
| 1990-07-01 | 16.1759900300797 |
| 1990-08-01 | 16.3063300807405 |
| 1990-09-01 | 16.9665678972856 |
| 1990-10-01 | 16.7424283293522 |
| 1990-11-01 | 16.8004170067878 |
| 1990-12-01 | 17.6339608280315 |
| 1991-01-01 | 16.5951704561329 |
| 1991-02-01 | 16.5001385501405 |
| 1991-03-01 | 16.6251637231322 |
| 1991-04-01 | 16.0376000853663 |
| 1991-05-01 | 16.2123118682242 |
| 1991-06-01 | 16.1661138335522 |
| 1991-07-01 | 15.1444361889234 |
| 1991-08-01 | 15.2991463441907 |
| 1991-09-01 | 15.2745835071468 |
| 1991-10-01 | 15.2660392440312 |
| 1991-11-01 | 15.2392259220826 |
| 1991-12-01 | 15.2489016581021 |
| 1992-01-01 | 15.3947263044520 |
| 1992-02-01 | 15.3304335747094 |
| 1992-03-01 | 15.3399838520581 |
| 1992-04-01 | 15.3157106685853 |
| 1992-05-01 | 15.2811660357457 |
| 1992-06-01 | 15.2319177106249 |
| 1992-07-01 | 15.3218355660707 |
| 1992-08-01 | 15.1103604996332 |
| 1992-09-01 | 15.1854849352249 |
| 1992-10-01 | 15.3863015569463 |
| 1992-11-01 | 15.3604493120401 |
| 1992-12-01 | 15.4541344231631 |
| 1993-01-01 | 15.5139176701729 |
| 1993-02-01 | 15.3527014208649 |
| 1993-03-01 | 15.0500509034894 |
| 1993-04-01 | 15.3842512847953 |
| 1993-05-01 | 15.3388823918026 |
| 1993-06-01 | 15.3877955003636 |
| 1993-07-01 | 15.4026091509523 |
| 1993-08-01 | 15.5430310349268 |
| 1993-09-01 | 15.4051852930900 |
| 1993-10-01 | 15.8099823141724 |
| 1993-11-01 | 15.4756299314646 |
| 1993-12-01 | 15.3504839483542 |
| 1994-01-01 | 15.3267556265025 |
| 1994-02-01 | 15.4734058999959 |
| 1994-03-01 | 15.3547035809586 |
| 1994-04-01 | 15.8544798745824 |
| 1994-05-01 | 16.0988208492574 |
| 1994-06-01 | 16.1388019903707 |
| 1994-07-01 | 16.3135378569925 |
| 1994-08-01 | 16.1654856130126 |
| 1994-09-01 | 16.3235621920300 |
| 1994-10-01 | 16.0487408739900 |
| 1994-11-01 | 16.2665731193077 |
| 1994-12-01 | 16.4340281382482 |
| 1995-01-01 | 15.8520986312134 |
| 1995-02-01 | 16.0836539346754 |
| 1995-03-01 | 16.0528910945378 |
| 1995-04-01 | 15.9364846368688 |
| 1995-05-01 | 15.8714129483731 |
| 1995-06-01 | 15.9061572047783 |
| 1995-07-01 | 15.9245284329987 |
| 1995-08-01 | 15.8734651788712 |
| 1995-09-01 | 15.9372595587207 |
| 1995-10-01 | 15.7848812331928 |
| 1995-11-01 | 15.7617054173433 |
| 1995-12-01 | 16.1278681635667 |
| 1996-01-01 | 16.2527603695955 |
| 1996-02-01 | 16.2767277470028 |
| 1996-03-01 | 16.3366151213507 |
| 1996-04-01 | 16.5310572201732 |
| 1996-05-01 | 16.5619165548192 |
| 1996-06-01 | 16.5962942205427 |
| 1996-07-01 | 16.3487751179460 |
| 1996-08-01 | 16.4920301318769 |
| 1996-09-01 | 16.4484745309578 |
| 1996-10-01 | 16.7110162308154 |
| 1996-11-01 | 16.7366947870159 |
| 1996-12-01 | 16.8304026505349 |
| 1997-01-01 | 16.3184208287756 |
| 1997-02-01 | 16.1584639414148 |
| 1997-03-01 | 16.1151679851246 |
| 1997-04-01 | 16.0381737132743 |
| 1997-05-01 | 16.0768698935546 |
| 1997-06-01 | 16.1193186619134 |
| 1997-07-01 | 15.7481467644961 |
| 1997-08-01 | 16.0997518442336 |
| 1997-09-01 | 16.0680985554098 |
| 1997-10-01 | 15.8109461494395 |
| 1997-11-01 | 15.8418217390836 |
| 1997-12-01 | 15.8616344167022 |
| 1998-01-01 | 15.5541861242081 |
| 1998-02-01 | 15.5329989992609 |
| 1998-03-01 | 15.5908932505115 |
| 1998-04-01 | 15.7436531437676 |
| 1998-05-01 | 15.8053678469187 |
| 1998-06-01 | 15.8603142328143 |
| 1998-07-01 | 15.8361252570162 |
| 1998-08-01 | 16.4107367040083 |
| 1998-09-01 | 16.1922038415319 |
| 1998-10-01 | 16.3023981788129 |
| 1998-11-01 | 16.4427853515966 |
| 1998-12-01 | 16.3902689591259 |
| 1999-01-01 | 16.7149329041087 |
| 1999-02-01 | 16.7988609424887 |
| 1999-03-01 | 16.8621735228805 |
| 1999-04-01 | 16.7218358402398 |
| 1999-05-01 | 16.8166437044961 |
| 1999-06-01 | 16.8044373707844 |
| 1999-07-01 | 17.0335461194115 |
| 1999-08-01 | 16.8184795627893 |
| 1999-09-01 | 16.6194900168640 |
| 1999-10-01 | 17.2865189365322 |
| 1999-11-01 | 17.2564610592990 |
| 1999-12-01 | 17.4230870311686 |
| 2000-01-01 | 17.6760180241237 |
| 2000-02-01 | 17.8606785665687 |
| 2000-03-01 | 17.9388059187007 |
| 2000-04-01 | 17.8948717346157 |
| 2000-05-01 | 17.9256247328476 |
| 2000-06-01 | 18.0495798180336 |
| 2000-07-01 | 18.2253180104765 |
| 2000-08-01 | 18.3464371031856 |
| 2000-09-01 | 18.5534583131981 |
| 2000-10-01 | 18.5634753057259 |
| 2000-11-01 | 18.7727763925607 |
| 2000-12-01 | 18.7293410312440 |
| 2001-01-01 | 19.0600134997182 |
| 2001-02-01 | 19.1326011285027 |
| 2001-03-01 | 19.2303113998783 |
| 2001-04-01 | 19.4596246275461 |
| 2001-05-01 | 19.4229623147576 |
| 2001-06-01 | 19.5859568824040 |
| 2001-07-01 | 19.8444130591062 |
| 2001-08-01 | 19.8707274148171 |
| 2001-09-01 | 19.7713876963690 |
| 2001-10-01 | 20.0347162169212 |
| 2001-11-01 | 19.9688168344608 |
| 2001-12-01 | 20.2095580219884 |
| 2002-01-01 | 20.0692173704585 |
| 2002-02-01 | 20.4275661323003 |
| 2002-03-01 | 20.6395394086996 |
| 2002-04-01 | 21.1244105734587 |
| 2002-05-01 | 21.2143305061093 |
| 2002-06-01 | 21.3134742218129 |
| 2002-07-01 | 21.3783698394472 |
| 2002-08-01 | 21.6018403771236 |
| 2002-09-01 | 21.5766987983077 |
| 2002-10-01 | 21.4980636244758 |
| 2002-11-01 | 21.6463825266294 |
| 2002-12-01 | 21.9506900944800 |
| 2003-01-01 | 22.1167712670792 |
| 2003-02-01 | 22.1391819899220 |
| 2003-03-01 | 22.1582476098704 |
| 2003-04-01 | 22.2068879251179 |
| 2003-05-01 | 22.1908689461608 |
| 2003-06-01 | 22.2246856569256 |
| 2003-07-01 | 22.2287505754960 |
| 2003-08-01 | 22.3239637929625 |
| 2003-09-01 | 22.3461792292865 |
| 2003-10-01 | 22.4765600671334 |
| 2003-11-01 | 22.5236969422362 |
| 2003-12-01 | 22.4851335880657 |
| 2004-01-01 | 22.4517121753864 |
| 2004-02-01 | 22.5693361078499 |
| 2004-03-01 | 22.5751498651987 |
| 2004-04-01 | 22.5114409974729 |
| 2004-05-01 | 22.6669972534824 |
| 2004-06-01 | 22.8130728152311 |
| 2004-07-01 | 23.0910130710584 |
| 2004-08-01 | 23.0681090230282 |
| 2004-09-01 | 23.2184647306436 |
| 2004-10-01 | 23.2531292561368 |
| 2004-11-01 | 23.4114195277460 |
| 2004-12-01 | 23.3154599966467 |
| 2005-01-01 | 23.1844257019804 |
| 2005-02-01 | 23.1865847448499 |
| 2005-03-01 | 23.1724880144628 |
| 2005-04-01 | 23.3265740248031 |
| 2005-05-01 | 23.2430108595316 |
| 2005-06-01 | 23.1849787577312 |
| 2005-07-01 | 23.1321842483069 |
| 2005-08-01 | 23.0021210583244 |
| 2005-09-01 | 23.3871535974076 |
| 2005-10-01 | 23.2588621672592 |
| 2005-11-01 | 23.4249822518615 |
| 2005-12-01 | 23.1607919503241 |
| 2006-01-01 | 23.1964306423274 |
| 2006-02-01 | 23.3089974145019 |
| 2006-03-01 | 23.3651111602188 |
| 2006-04-01 | 23.4372496283925 |
| 2006-05-01 | 23.5170567728946 |
| 2006-06-01 | 23.4436052486477 |
| 2006-07-01 | 23.5774774944620 |
| 2006-08-01 | 23.6320820883214 |
| 2006-09-01 | 23.8810704102096 |
| 2006-10-01 | 23.7681389702227 |
| 2006-11-01 | 23.8540796564946 |
| 2006-12-01 | 24.0208756694437 |
| 2007-01-01 | 24.1022306069126 |
| 2007-02-01 | 24.0337512386308 |
| 2007-03-01 | 24.1538491527649 |
| 2007-04-01 | 24.1297210293787 |
| 2007-05-01 | 24.1641151144995 |
| 2007-06-01 | 24.3992399117888 |
| 2007-07-01 | 24.1186258016455 |
| 2007-08-01 | 24.1429679814261 |
| 2007-09-01 | 24.1838936203069 |
| 2007-10-01 | 24.4068529485746 |
| 2007-11-01 | 24.3725956812900 |
| 2007-12-01 | 24.7135202491090 |
| 2008-01-01 | 24.4911218371733 |
| 2008-02-01 | 24.5714880066567 |
| 2008-03-01 | 24.6508188239128 |
| 2008-04-01 | 24.2063139808242 |
| 2008-05-01 | 24.2068796479529 |
| 2008-06-01 | 24.3466852037840 |
| 2008-07-01 | 24.4489332344132 |
| 2008-08-01 | 24.3449906186225 |
| 2008-09-01 | 24.3080269485599 |
| 2008-10-01 | 24.3465953422175 |
| 2008-11-01 | 24.2654649826014 |
| 2008-12-01 | 24.5614920990742 |
| 2009-01-01 | 24.3676223668577 |
| 2009-02-01 | 24.5061693583245 |
| 2009-03-01 | 24.6711788302035 |
| 2009-04-01 | 24.1658709988943 |
| 2009-05-01 | 24.5416024892338 |
| 2009-06-01 | 24.5119216485620 |
| 2009-07-01 | 24.5484872459269 |
| 2009-08-01 | 24.7566129022718 |
| 2009-09-01 | 24.6447428909047 |
| 2009-10-01 | 24.4893378033426 |
| 2009-11-01 | 24.3134478738422 |
| 2009-12-01 | 24.4245884747630 |
| 2010-01-01 | 24.5583538149266 |
| 2010-02-01 | 24.4415017629092 |
| 2010-03-01 | 24.6072403661548 |
| 2010-04-01 | 24.7020143827516 |
| 2010-05-01 | 24.8874928323456 |
| 2010-06-01 | 24.6840147733206 |
| 2010-07-01 | 24.5364300146831 |
| 2010-08-01 | 24.6554176633708 |
| 2010-09-01 | 24.6881258616870 |
| 2010-10-01 | 24.6151172224945 |
| 2010-11-01 | 24.8367966676095 |
| 2010-12-01 | 24.6970746178576 |
| 2011-01-01 | 24.7518394570212 |
| 2011-02-01 | 24.7677072005257 |
| 2011-03-01 | 24.8402828758868 |
| 2011-04-01 | 25.2504913498984 |
| 2011-05-01 | 25.0469852142165 |
| 2011-06-01 | 25.1678385070181 |
| 2011-07-01 | 25.2353547358088 |
| 2011-08-01 | 25.1652924079062 |
| 2011-09-01 | 25.4361249559124 |
| 2011-10-01 | 25.6344952440746 |
| 2011-11-01 | 25.8483056501705 |
| 2011-12-01 | 25.8419122202127 |
| 2012-01-01 | 26.2712111307433 |
| 2012-02-01 | 26.2784810455093 |
| 2012-03-01 | 26.2528842575777 |
| 2012-04-01 | 26.6207849234148 |
| 2012-05-01 | 26.6106518000922 |
| 2012-06-01 | 26.4419982666545 |
| 2012-07-01 | 26.5376245874421 |
| 2012-08-01 | 26.5007961766070 |
| 2012-09-01 | 26.4890962486463 |
| 2012-10-01 | 26.5288385265536 |
| 2012-11-01 | 26.6956568372232 |
| 2012-12-01 | 26.5492546600278 |
| 2013-01-01 | 26.4855466351072 |
| 2013-02-01 | 26.4569972953444 |
| 2013-03-01 | 26.4610255724886 |
| 2013-04-01 | 26.6488383023471 |
| 2013-05-01 | 26.5219406113346 |
| 2013-06-01 | 26.7368180142191 |
| 2013-07-01 | 27.0262059222042 |
| 2013-08-01 | 27.1188222245050 |
| 2013-09-01 | 26.6139266987137 |
| 2013-10-01 | 26.2065876674336 |
| 2013-11-01 | 26.6030731799176 |
| 2013-12-01 | 26.4046393356173 |
| 2014-01-01 | 26.4107928388217 |
| 2014-02-01 | 26.4213011816572 |
| 2014-03-01 | 26.5584506264256 |
| 2014-04-01 | 26.3075391308367 |
| 2014-05-01 | 26.4457607311182 |
| 2014-06-01 | 26.8481734578524 |
| 2014-07-01 | 26.4979701895992 |
| 2014-08-01 | 26.7105624719059 |
| 2014-09-01 | 26.6120664120730 |
| 2014-10-01 | 26.6696689820755 |
| 2014-11-01 | 26.3497212971853 |
| 2014-12-01 | 26.7448721818710 |
| 2015-01-01 | 26.8282966575911 |
| 2015-02-01 | 26.9780686658645 |
| 2015-03-01 | 27.0477434147688 |
| 2015-04-01 | 26.9686393835084 |
| 2015-05-01 | 27.0638279234492 |
| 2015-06-01 | 27.4675847663047 |
| 2015-07-01 | 27.2087876774037 |
| 2015-08-01 | 27.1091237697344 |
| 2015-09-01 | 27.1011135229316 |
| 2015-10-01 | 27.1215192000667 |
| 2015-11-01 | 27.1843577984221 |
| 2015-12-01 | 27.3826333411623 |
| 2016-01-01 | 27.2470104084950 |
| 2016-02-01 | 27.2325916277490 |
| 2016-03-01 | 27.1323882026573 |
| 2016-04-01 | 27.3410542033854 |
| 2016-05-01 | 27.3043612481402 |
| 2016-06-01 | 27.2978889219547 |
| 2016-07-01 | 27.1933286722658 |
| 2016-08-01 | 27.1965281606467 |
| 2016-09-01 | 27.4752549409275 |
| 2016-10-01 | 27.4753780009039 |
| 2016-11-01 | 27.4256264416373 |
| 2016-12-01 | 27.6503923051614 |
| 2017-01-01 | 27.6456870747817 |
| 2017-02-01 | 27.6872847754544 |
| 2017-03-01 | 27.8236054227447 |
| 2017-04-01 | 28.2941510909988 |
| 2017-05-01 | 28.2505288686964 |
| 2017-06-01 | 28.0362515168495 |
| 2017-07-01 | 28.2029576346682 |
| 2017-08-01 | 28.1764666966458 |
| 2017-09-01 | 28.3437766612025 |
| 2017-10-01 | 28.4279514634601 |
| 2017-11-01 | 28.4506260086388 |
| 2017-12-01 | 28.4372196243716 |
| 2018-01-01 | 28.5470401976826 |
| 2018-02-01 | 28.6583172952500 |
| 2018-03-01 | 28.6028971420502 |
| 2018-04-01 | 28.5409991921299 |
| 2018-05-01 | 28.6093485533330 |
| 2018-06-01 | 28.8887096899263 |
| 2018-07-01 | 28.8799558175801 |
| 2018-08-01 | 29.0360578152353 |
| 2018-09-01 | 29.0138474513454 |
| 2018-10-01 | 29.3983185890805 |
| 2018-11-01 | 29.4673700373018 |
| 2018-12-01 | 29.5497819062189 |
| 2019-01-01 | 29.4445262731670 |
| 2019-02-01 | 29.6410709754405 |
| 2019-03-01 | 30.0736402781270 |
| 2019-04-01 | 29.7671538284048 |
| 2019-05-01 | 29.8582232403826 |
| 2019-06-01 | 30.0239696349615 |
| 2019-07-01 | 30.0624052122759 |
| 2019-08-01 | 30.0876890581763 |
| 2019-09-01 | 30.1048914434774 |
| 2019-10-01 | 29.8862236686477 |
| 2019-11-01 | 29.9869875356821 |
| 2019-12-01 | 29.9740987978232 |
| 2020-01-01 | 30.6508374485703 |
| 2020-02-01 | 30.7434722911160 |
| 2020-03-01 | 30.4511980414098 |
| 2020-04-01 | 25.2937672882725 |
| 2020-05-01 | 24.9267107296282 |
| 2020-06-01 | 26.0430221974524 |
| 2020-07-01 | 26.8661341451439 |
| 2020-08-01 | 27.3946322746874 |
| 2020-09-01 | 27.7788970323626 |
| 2020-10-01 | 27.8269081488906 |
| 2020-11-01 | 27.8365312451707 |
| 2020-12-01 | 28.0117970596173 |
| 2021-01-01 | 28.2152868402132 |
| 2021-02-01 | 28.3729283980944 |
| 2021-03-01 | 28.6644177932156 |
| 2021-04-01 | 28.4574966915357 |
| 2021-05-01 | 28.6103948106589 |
| 2021-06-01 | 28.5523487378998 |
| 2021-07-01 | 28.9685046634304 |
| 2021-08-01 | 28.8743266855718 |
| 2021-09-01 | 28.9799201252123 |
| 2021-10-01 | 29.1489169818230 |
| 2021-11-01 | 29.2559020349937 |
| 2021-12-01 | 29.4177924786142 |
| 2022-01-01 | 29.4012465110927 |
| 2022-02-01 | 29.5012460189121 |
| 2022-03-01 | 29.5738805255776 |
| 2022-04-01 | 29.8232300956578 |
| 2022-05-01 | 29.8877233637647 |
| 2022-06-01 | 30.0583994978180 |
| 2022-07-01 | 29.9501222739622 |
| 2022-08-01 | 29.8541659004400 |
| 2022-09-01 | 29.7848303033592 |
| 2022-10-01 | 30.1771295384982 |
| 2022-11-01 | 30.4813473784722 |
| 2022-12-01 | 30.6163000011282 |
| 2023-01-01 | 30.7850814110832 |
| 2023-02-01 | 31.0250891982090 |
| 2023-03-01 | 30.9953687016581 |
| 2023-04-01 | 31.5888597683865 |
| 2023-05-01 | 31.7650554985278 |
| 2023-06-01 | 31.9394672976619 |
| 2023-07-01 | 32.1601479435858 |
| 2023-08-01 | 32.3569910562468 |
| 2023-09-01 | 32.5102271430408 |
| 2023-10-01 | 32.4863941336923 |
| 2023-11-01 | 32.6887841383900 |
| 2023-12-01 | 32.9058671998340 |
| 2024-01-01 | 33.1813777870098 |
| 2024-02-01 | 33.3454108028904 |
| 2024-03-01 | 33.5126234926615 |
| 2024-04-01 | 33.6646649694284 |
| 2024-05-01 | 33.8477136165440 |
| 2024-06-01 | 33.9197474801205 |
| 2024-07-01 | 34.0661337047748 |
| 2024-08-01 | 34.4521998677820 |
| 2024-09-01 | 34.6199998814741 |
| 2024-10-01 | 34.7965843364404 |
| 2024-11-01 | 34.8988277830677 |
| 2024-12-01 | 34.8981645073901 |
| 2025-01-01 | 35.0750292974321 |
| 2025-02-01 | 34.9557747760300 |
| 2025-03-01 | 35.0287777033250 |
| 2025-04-01 | 35.0520938677491 |
| 2025-05-01 | 35.1431348334339 |
| 2025-06-01 | 35.3064665140468 |
| 2025-07-01 | 35.6850758989609 |
| 2025-08-01 | 35.4380421501615 |
| 2025-09-01 | 35.3135841821060 |
| 2025-10-01 | 35.3962108946697 |
| 2025-11-01 | 35.3103963616972 |
| 2025-12-01 | 35.6052060327057 |