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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 16.3704383543782 |
| 1990-02-01 | 16.5677688417304 |
| 1990-03-01 | 17.4873787916766 |
| 1990-04-01 | 16.2561729289657 |
| 1990-05-01 | 16.2475732290331 |
| 1990-06-01 | 16.8980593608966 |
| 1990-07-01 | 16.1782453244049 |
| 1990-08-01 | 16.3027059914350 |
| 1990-09-01 | 16.9669788101137 |
| 1990-10-01 | 16.7499473384345 |
| 1990-11-01 | 16.8021832327950 |
| 1990-12-01 | 17.6348914162671 |
| 1991-01-01 | 16.5870054912184 |
| 1991-02-01 | 16.4900877780153 |
| 1991-03-01 | 16.6044462684939 |
| 1991-04-01 | 16.0441038188956 |
| 1991-05-01 | 16.2252744521113 |
| 1991-06-01 | 16.1750725140133 |
| 1991-07-01 | 15.1452049205284 |
| 1991-08-01 | 15.2951686119381 |
| 1991-09-01 | 15.2736746933045 |
| 1991-10-01 | 15.2726922817533 |
| 1991-11-01 | 15.2415151365601 |
| 1991-12-01 | 15.2509779484049 |
| 1992-01-01 | 15.3901743846090 |
| 1992-02-01 | 15.3246434672733 |
| 1992-03-01 | 15.3228621539745 |
| 1992-04-01 | 15.3207267852834 |
| 1992-05-01 | 15.2896920772072 |
| 1992-06-01 | 15.2370087964825 |
| 1992-07-01 | 15.3206176742009 |
| 1992-08-01 | 15.1058582304313 |
| 1992-09-01 | 15.1845186746246 |
| 1992-10-01 | 15.3949501577365 |
| 1992-11-01 | 15.3642286179064 |
| 1992-12-01 | 15.4572100182312 |
| 1993-01-01 | 15.5119150722781 |
| 1993-02-01 | 15.3490587140892 |
| 1993-03-01 | 15.0363548177256 |
| 1993-04-01 | 15.3855962009508 |
| 1993-05-01 | 15.3410824754156 |
| 1993-06-01 | 15.3887862644169 |
| 1993-07-01 | 15.4021219951751 |
| 1993-08-01 | 15.5430760163348 |
| 1993-09-01 | 15.4077825337046 |
| 1993-10-01 | 15.8183457490209 |
| 1993-11-01 | 15.4763754687718 |
| 1993-12-01 | 15.3523457448347 |
| 1994-01-01 | 15.3245048593729 |
| 1994-02-01 | 15.4715203087519 |
| 1994-03-01 | 15.3453217101289 |
| 1994-04-01 | 15.8554609328143 |
| 1994-05-01 | 16.0989450343507 |
| 1994-06-01 | 16.1377643405528 |
| 1994-07-01 | 16.3139875981255 |
| 1994-08-01 | 16.1668443408639 |
| 1994-09-01 | 16.3261446531701 |
| 1994-10-01 | 16.0547051945027 |
| 1994-11-01 | 16.2630268536406 |
| 1994-12-01 | 16.4351018147113 |
| 1995-01-01 | 15.8520506850698 |
| 1995-02-01 | 16.0864959941960 |
| 1995-03-01 | 16.0495937379702 |
| 1995-04-01 | 15.9352806461803 |
| 1995-05-01 | 15.8673031207722 |
| 1995-06-01 | 15.9024415473729 |
| 1995-07-01 | 15.9281666843149 |
| 1995-08-01 | 15.8768982578530 |
| 1995-09-01 | 15.9394800978081 |
| 1995-10-01 | 15.7863159207144 |
| 1995-11-01 | 15.7559380267742 |
| 1995-12-01 | 16.1287932291395 |
| 1996-01-01 | 16.2530274477926 |
| 1996-02-01 | 16.2806437386266 |
| 1996-03-01 | 16.3361267481898 |
| 1996-04-01 | 16.5302108811306 |
| 1996-05-01 | 16.5588440369061 |
| 1996-06-01 | 16.5937528674877 |
| 1996-07-01 | 16.3536964671226 |
| 1996-08-01 | 16.4943091642051 |
| 1996-09-01 | 16.4485935786073 |
| 1996-10-01 | 16.7080197360256 |
| 1996-11-01 | 16.7330041022214 |
| 1996-12-01 | 16.8318434829002 |
| 1997-01-01 | 16.3190120003220 |
| 1997-02-01 | 16.1610217988658 |
| 1997-03-01 | 16.1152438812608 |
| 1997-04-01 | 16.0361006551486 |
| 1997-05-01 | 16.0738151845210 |
| 1997-06-01 | 16.1191018801534 |
| 1997-07-01 | 15.7567152253271 |
| 1997-08-01 | 16.1047851251175 |
| 1997-09-01 | 16.0675172403478 |
| 1997-10-01 | 15.8022187042659 |
| 1997-11-01 | 15.8380624250022 |
| 1997-12-01 | 15.8624544524267 |
| 1998-01-01 | 15.5531200864545 |
| 1998-02-01 | 15.5328339435040 |
| 1998-03-01 | 15.5914292290207 |
| 1998-04-01 | 15.7443888805477 |
| 1998-05-01 | 15.8071732357267 |
| 1998-06-01 | 15.8632897948369 |
| 1998-07-01 | 15.8431169042575 |
| 1998-08-01 | 16.4130514394028 |
| 1998-09-01 | 16.1893786884366 |
| 1998-10-01 | 16.2902316157889 |
| 1998-11-01 | 16.4407265922163 |
| 1998-12-01 | 16.3908387025384 |
| 1999-01-01 | 16.7151413898368 |
| 1999-02-01 | 16.8001657198903 |
| 1999-03-01 | 16.8631542775354 |
| 1999-04-01 | 16.7235904875414 |
| 1999-05-01 | 16.8191964600866 |
| 1999-06-01 | 16.8070224608706 |
| 1999-07-01 | 17.0382427384807 |
| 1999-08-01 | 16.8186240261808 |
| 1999-09-01 | 16.6167951519787 |
| 1999-10-01 | 17.2741340513649 |
| 1999-11-01 | 17.2583715266420 |
| 1999-12-01 | 17.4260047616917 |
| 2000-01-01 | 17.6744562340760 |
| 2000-02-01 | 17.8589291513478 |
| 2000-03-01 | 17.9376968846425 |
| 2000-04-01 | 17.8985026921971 |
| 2000-05-01 | 17.9312567171719 |
| 2000-06-01 | 18.0527092610727 |
| 2000-07-01 | 18.2246802607680 |
| 2000-08-01 | 18.3442389767518 |
| 2000-09-01 | 18.5534784549474 |
| 2000-10-01 | 18.5532526454572 |
| 2000-11-01 | 18.7787588486949 |
| 2000-12-01 | 18.7329957441737 |
| 2001-01-01 | 19.0554911400340 |
| 2001-02-01 | 19.1283781391224 |
| 2001-03-01 | 19.2278732793665 |
| 2001-04-01 | 19.4640370055611 |
| 2001-05-01 | 19.4302115373941 |
| 2001-06-01 | 19.5889803516008 |
| 2001-07-01 | 19.8421778777284 |
| 2001-08-01 | 19.8693176027621 |
| 2001-09-01 | 19.7739889592956 |
| 2001-10-01 | 20.0249396593778 |
| 2001-11-01 | 19.9712855703557 |
| 2001-12-01 | 20.2127803791084 |
| 2002-01-01 | 20.0636910682101 |
| 2002-02-01 | 20.4248823296965 |
| 2002-03-01 | 20.6396524122970 |
| 2002-04-01 | 21.1296484846991 |
| 2002-05-01 | 21.2216044280243 |
| 2002-06-01 | 21.3147796427067 |
| 2002-07-01 | 21.3745663647570 |
| 2002-08-01 | 21.6009971696840 |
| 2002-09-01 | 21.5799690986451 |
| 2002-10-01 | 21.4889366073799 |
| 2002-11-01 | 21.6446775179678 |
| 2002-12-01 | 21.9519771136120 |
| 2003-01-01 | 22.1139486237211 |
| 2003-02-01 | 22.1422563347774 |
| 2003-03-01 | 22.1613900324453 |
| 2003-04-01 | 22.2093672026341 |
| 2003-05-01 | 22.1947527146443 |
| 2003-06-01 | 22.2236441460496 |
| 2003-07-01 | 22.2263614983023 |
| 2003-08-01 | 22.3239517513668 |
| 2003-09-01 | 22.3479663248543 |
| 2003-10-01 | 22.4694331298210 |
| 2003-11-01 | 22.5206491066949 |
| 2003-12-01 | 22.4864059728629 |
| 2004-01-01 | 22.4516584041428 |
| 2004-02-01 | 22.5738217080221 |
| 2004-03-01 | 22.5778963428482 |
| 2004-04-01 | 22.5092685478820 |
| 2004-05-01 | 22.6662892131164 |
| 2004-06-01 | 22.8127356207932 |
| 2004-07-01 | 23.0923432030573 |
| 2004-08-01 | 23.0731279966814 |
| 2004-09-01 | 23.2196024337159 |
| 2004-10-01 | 23.2467825974753 |
| 2004-11-01 | 23.4078728154540 |
| 2004-12-01 | 23.3159677455793 |
| 2005-01-01 | 23.1845277931184 |
| 2005-02-01 | 23.1896828708634 |
| 2005-03-01 | 23.1712267925973 |
| 2005-04-01 | 23.3225970946205 |
| 2005-05-01 | 23.2437948924423 |
| 2005-06-01 | 23.1875841614436 |
| 2005-07-01 | 23.1343287412296 |
| 2005-08-01 | 23.0076994487492 |
| 2005-09-01 | 23.3877972120531 |
| 2005-10-01 | 23.2554523233787 |
| 2005-11-01 | 23.4221752132915 |
| 2005-12-01 | 23.1604408631279 |
| 2006-01-01 | 23.1963556068665 |
| 2006-02-01 | 23.3103055662562 |
| 2006-03-01 | 23.3585297362185 |
| 2006-04-01 | 23.4331624331822 |
| 2006-05-01 | 23.5196540815385 |
| 2006-06-01 | 23.4489512338381 |
| 2006-07-01 | 23.5789106247275 |
| 2006-08-01 | 23.6365384652984 |
| 2006-09-01 | 23.8810268579452 |
| 2006-10-01 | 23.7686089349889 |
| 2006-11-01 | 23.8527592756716 |
| 2006-12-01 | 24.0218481710909 |
| 2007-01-01 | 24.1019158926915 |
| 2007-02-01 | 24.0341152916378 |
| 2007-03-01 | 24.1406142482102 |
| 2007-04-01 | 24.1253103704377 |
| 2007-05-01 | 24.1705979626928 |
| 2007-06-01 | 24.4048997420799 |
| 2007-07-01 | 24.1178810451558 |
| 2007-08-01 | 24.1454326719275 |
| 2007-09-01 | 24.1853325388668 |
| 2007-10-01 | 24.4107456481057 |
| 2007-11-01 | 24.3731301534547 |
| 2007-12-01 | 24.7154353416758 |
| 2008-01-01 | 24.4893764675354 |
| 2008-02-01 | 24.5703827878437 |
| 2008-03-01 | 24.6348997620300 |
| 2008-04-01 | 24.2019187226461 |
| 2008-05-01 | 24.2138618165152 |
| 2008-06-01 | 24.3511675059737 |
| 2008-07-01 | 24.4485636621219 |
| 2008-08-01 | 24.3480777864804 |
| 2008-09-01 | 24.3113412583134 |
| 2008-10-01 | 24.3521475106097 |
| 2008-11-01 | 24.2649008876242 |
| 2008-12-01 | 24.5631446064052 |
| 2009-01-01 | 24.3647100725044 |
| 2009-02-01 | 24.5039248386466 |
| 2009-03-01 | 24.6551810594025 |
| 2009-04-01 | 24.1622702091989 |
| 2009-05-01 | 24.5507408362455 |
| 2009-06-01 | 24.5142574620940 |
| 2009-07-01 | 24.5485213318036 |
| 2009-08-01 | 24.7607984516096 |
| 2009-09-01 | 24.6497797065929 |
| 2009-10-01 | 24.4938350064663 |
| 2009-11-01 | 24.3096259655929 |
| 2009-12-01 | 24.4233614448130 |
| 2010-01-01 | 24.5563575424379 |
| 2010-02-01 | 24.4419241103284 |
| 2010-03-01 | 24.5967766125317 |
| 2010-04-01 | 24.6989258456542 |
| 2010-05-01 | 24.8937309202785 |
| 2010-06-01 | 24.6833523391718 |
| 2010-07-01 | 24.5379027920311 |
| 2010-08-01 | 24.6611576182639 |
| 2010-09-01 | 24.6915049397691 |
| 2010-10-01 | 24.6170461554135 |
| 2010-11-01 | 24.8309414424611 |
| 2010-12-01 | 24.6961663883791 |
| 2011-01-01 | 24.7527908924856 |
| 2011-02-01 | 24.7698529013062 |
| 2011-03-01 | 24.8335495161138 |
| 2011-04-01 | 25.2470884529980 |
| 2011-05-01 | 25.0506347168681 |
| 2011-06-01 | 25.1642837004522 |
| 2011-07-01 | 25.2395460835023 |
| 2011-08-01 | 25.1726790083768 |
| 2011-09-01 | 25.4372906706275 |
| 2011-10-01 | 25.6328396953675 |
| 2011-11-01 | 25.8411238468449 |
| 2011-12-01 | 25.8413220624150 |
| 2012-01-01 | 26.2735223630583 |
| 2012-02-01 | 26.2816855861513 |
| 2012-03-01 | 26.2517221568897 |
| 2012-04-01 | 26.6193921603289 |
| 2012-05-01 | 26.6102344823205 |
| 2012-06-01 | 26.4358920304193 |
| 2012-07-01 | 26.5420224015350 |
| 2012-08-01 | 26.5086530936215 |
| 2012-09-01 | 26.4904087564727 |
| 2012-10-01 | 26.5273871829486 |
| 2012-11-01 | 26.6882089582819 |
| 2012-12-01 | 26.5477313072000 |
| 2013-01-01 | 26.4865548551527 |
| 2013-02-01 | 26.4593927804956 |
| 2013-03-01 | 26.4617950363042 |
| 2013-04-01 | 26.6504466381373 |
| 2013-05-01 | 26.5210700817240 |
| 2013-06-01 | 26.7308189527990 |
| 2013-07-01 | 27.0297942518990 |
| 2013-08-01 | 27.1258219127822 |
| 2013-09-01 | 26.6155582242986 |
| 2013-10-01 | 26.2052286050061 |
| 2013-11-01 | 26.5954375435067 |
| 2013-12-01 | 26.4020042671881 |
| 2014-01-01 | 26.4112116884356 |
| 2014-02-01 | 26.4237320915155 |
| 2014-03-01 | 26.5598421058391 |
| 2014-04-01 | 26.3114184592635 |
| 2014-05-01 | 26.4455438042813 |
| 2014-06-01 | 26.8433968395830 |
| 2014-07-01 | 26.4996442042376 |
| 2014-08-01 | 26.7145275934704 |
| 2014-09-01 | 26.6121678754367 |
| 2014-10-01 | 26.6691940681466 |
| 2014-11-01 | 26.3446117888197 |
| 2014-12-01 | 26.7437464497623 |
| 2015-01-01 | 26.8287131730176 |
| 2015-02-01 | 26.9789353054874 |
| 2015-03-01 | 27.0467626465198 |
| 2015-04-01 | 26.9723576216007 |
| 2015-05-01 | 27.0650311021697 |
| 2015-06-01 | 27.4638127263045 |
| 2015-07-01 | 27.2111194823435 |
| 2015-08-01 | 27.1128250099503 |
| 2015-09-01 | 27.1006920939605 |
| 2015-10-01 | 27.1197807766035 |
| 2015-11-01 | 27.1793670807980 |
| 2015-12-01 | 27.3836379248849 |
| 2016-01-01 | 27.2502242525903 |
| 2016-02-01 | 27.2364202607407 |
| 2016-03-01 | 27.1207659893816 |
| 2016-04-01 | 27.3461347800081 |
| 2016-05-01 | 27.3065254039799 |
| 2016-06-01 | 27.2938881325671 |
| 2016-07-01 | 27.1939542462220 |
| 2016-08-01 | 27.1996554384638 |
| 2016-09-01 | 27.4773501296986 |
| 2016-10-01 | 27.4763227520311 |
| 2016-11-01 | 27.4231926710519 |
| 2016-12-01 | 27.6514082111851 |
| 2017-01-01 | 27.6509875330756 |
| 2017-02-01 | 27.6943092139304 |
| 2017-03-01 | 27.7977105514614 |
| 2017-04-01 | 28.2994739961724 |
| 2017-05-01 | 28.2530709759234 |
| 2017-06-01 | 28.0328566531360 |
| 2017-07-01 | 28.2043290796292 |
| 2017-08-01 | 28.1775274489324 |
| 2017-09-01 | 28.3547224783073 |
| 2017-10-01 | 28.4261816503414 |
| 2017-11-01 | 28.4493393923015 |
| 2017-12-01 | 28.4406915050137 |
| 2018-01-01 | 28.5571163430447 |
| 2018-02-01 | 28.6689092760325 |
| 2018-03-01 | 28.5577552203687 |
| 2018-04-01 | 28.5470142986848 |
| 2018-05-01 | 28.6131932290509 |
| 2018-06-01 | 28.8857570390138 |
| 2018-07-01 | 28.8816932527510 |
| 2018-08-01 | 29.0341565212775 |
| 2018-09-01 | 29.0335091803443 |
| 2018-10-01 | 29.3954242020390 |
| 2018-11-01 | 29.4697003663328 |
| 2018-12-01 | 29.5548809766385 |
| 2019-01-01 | 29.4557121455685 |
| 2019-02-01 | 29.6516062185900 |
| 2019-03-01 | 30.0184701010986 |
| 2019-04-01 | 29.7718048411536 |
| 2019-05-01 | 29.8595591889147 |
| 2019-06-01 | 30.0185617126534 |
| 2019-07-01 | 30.0640327595482 |
| 2019-08-01 | 30.0843546215042 |
| 2019-09-01 | 30.1413952812630 |
| 2019-10-01 | 29.8827971585984 |
| 2019-11-01 | 29.9899188809551 |
| 2019-12-01 | 29.9805510204855 |
| 2020-01-01 | 30.6633458243929 |
| 2020-02-01 | 30.7541919659263 |
| 2020-03-01 | 30.3859963494353 |
| 2020-04-01 | 25.2953966559402 |
| 2020-05-01 | 24.9244392257224 |
| 2020-06-01 | 26.0354923455282 |
| 2020-07-01 | 26.8649348775454 |
| 2020-08-01 | 27.3929716792023 |
| 2020-09-01 | 27.8242828022005 |
| 2020-10-01 | 27.8331860011810 |
| 2020-11-01 | 27.8447174661529 |
| 2020-12-01 | 28.0171543838633 |
| 2021-01-01 | 28.2217664237609 |
| 2021-02-01 | 28.3752569120234 |
| 2021-03-01 | 28.6020184220324 |
| 2021-04-01 | 28.4550188946169 |
| 2021-05-01 | 28.6009177164022 |
| 2021-06-01 | 28.5390787703180 |
| 2021-07-01 | 28.9613769439150 |
| 2021-08-01 | 28.8765548897068 |
| 2021-09-01 | 29.0411683147281 |
| 2021-10-01 | 29.1743371112237 |
| 2021-11-01 | 29.2734132694765 |
| 2021-12-01 | 29.4286805919651 |
| 2022-01-01 | 29.4011067233178 |
| 2022-02-01 | 29.4820606816486 |
| 2022-03-01 | 29.5033677193444 |
| 2022-04-01 | 29.8142148381101 |
| 2022-05-01 | 29.8713633372809 |
| 2022-06-01 | 30.0377004025381 |
| 2022-07-01 | 29.9389871705631 |
| 2022-08-01 | 29.8669371862993 |
| 2022-09-01 | 29.8555357178948 |
| 2022-10-01 | 30.2375746342916 |
| 2022-11-01 | 30.5150143063535 |
| 2022-12-01 | 30.6328735980324 |
| 2023-01-01 | 30.7611088259378 |
| 2023-02-01 | 30.9782926132344 |
| 2023-03-01 | 30.9187443593038 |
| 2023-04-01 | 31.5755252166867 |
| 2023-05-01 | 31.7403096791240 |
| 2023-06-01 | 31.8985909632461 |
| 2023-07-01 | 32.1520808208478 |
| 2023-08-01 | 32.3846888739828 |
| 2023-09-01 | 32.6022329633557 |
| 2023-10-01 | 32.5909648436019 |
| 2023-11-01 | 32.7373412871934 |
| 2023-12-01 | 32.9243987807327 |
| 2024-01-01 | 33.1338859975823 |
| 2024-02-01 | 33.2707256978530 |
| 2024-03-01 | 33.4178820408007 |
| 2024-04-01 | 33.4478032805856 |
| 2024-05-01 | 33.6199644779626 |
| 2024-06-01 | 33.6535842572557 |
| 2024-07-01 | 33.8659130616861 |
| 2024-08-01 | 34.2918765240147 |
| 2024-09-01 | 34.5263845455028 |
| 2024-10-01 | 34.1470084635641 |
| 2024-11-01 | 34.2682844718129 |
| 2024-12-01 | 34.2192808577838 |
| 2025-01-01 | 34.4972111809379 |
| 2025-02-01 | 34.5603554786639 |
| 2025-03-01 | 34.5212531405099 |
| 2025-04-01 | 34.5379455903812 |
| 2025-05-01 | 34.5193233554839 |
| 2025-06-01 | 34.5141083793672 |
| 2025-07-01 | 34.4861686835572 |
| 2025-08-01 | 34.4757072147403 |
| 2025-09-01 | 34.3253134289291 |
| 2025-10-01 | 34.3733453834286 |
| 2025-11-01 | 34.2896613014211 |
| 2025-12-01 | 34.5258209373591 |
| 2026-01-01 | 34.5741799201823 |
| 2026-02-01 | 34.4531321929617 |
| 2026-03-01 | 34.5190752336980 |
| 2026-04-01 | 34.5447027222569 |
| 2026-05-01 | 34.6287836372315 |
| 2026-06-01 | 34.8971037785983 |