Table Data - All Employees: Education and Health Services: Private Education and Health Services in Detroit-Dearborn-Livonia, MI (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Detroit-Dearborn-Livonia, MI (MD) |
|---|---|
| Series ID | SMU26198046500000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 11:17 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 | 101.1008719027 |
| 1990-02-01 | 101.2909029072 |
| 1990-03-01 | 101.3469808508 |
| 1990-04-01 | 101.2583552815 |
| 1990-05-01 | 101.6251905645 |
| 1990-06-01 | 102.1985850745 |
| 1990-07-01 | 102.2487216194 |
| 1990-08-01 | 102.4544492559 |
| 1990-09-01 | 102.7510182491 |
| 1990-10-01 | 102.6187054904 |
| 1990-11-01 | 102.7953486246 |
| 1990-12-01 | 103.2074383635 |
| 1991-01-01 | 101.6422903085 |
| 1991-02-01 | 102.1578040178 |
| 1991-03-01 | 102.7207090162 |
| 1991-04-01 | 102.7927181340 |
| 1991-05-01 | 102.7262454715 |
| 1991-06-01 | 103.3325872921 |
| 1991-07-01 | 102.7776129577 |
| 1991-08-01 | 102.7113192983 |
| 1991-09-01 | 103.7270976222 |
| 1991-10-01 | 104.9163512829 |
| 1991-11-01 | 105.4051001049 |
| 1991-12-01 | 105.8285466351 |
| 1992-01-01 | 106.4097730973 |
| 1992-02-01 | 106.5895796712 |
| 1992-03-01 | 106.5771196225 |
| 1992-04-01 | 107.3872434000 |
| 1992-05-01 | 107.5140821020 |
| 1992-06-01 | 107.2170241841 |
| 1992-07-01 | 107.7215404100 |
| 1992-08-01 | 107.6150285959 |
| 1992-09-01 | 108.0223552801 |
| 1992-10-01 | 107.5247708965 |
| 1992-11-01 | 107.6947167009 |
| 1992-12-01 | 108.1930767608 |
| 1993-01-01 | 108.0994733870 |
| 1993-02-01 | 107.9822084953 |
| 1993-03-01 | 108.1792664237 |
| 1993-04-01 | 108.2325638999 |
| 1993-05-01 | 108.2271948271 |
| 1993-06-01 | 108.1148910688 |
| 1993-07-01 | 107.4390610552 |
| 1993-08-01 | 107.5326449023 |
| 1993-09-01 | 107.0576503907 |
| 1993-10-01 | 108.4258751758 |
| 1993-11-01 | 108.4459919095 |
| 1993-12-01 | 108.3856542537 |
| 1994-01-01 | 108.4729084680 |
| 1994-02-01 | 109.4856986285 |
| 1994-03-01 | 109.4992252646 |
| 1994-04-01 | 108.9815485973 |
| 1994-05-01 | 108.7460700466 |
| 1994-06-01 | 109.6713686276 |
| 1994-07-01 | 110.5263128075 |
| 1994-08-01 | 110.3843881805 |
| 1994-09-01 | 110.7726846286 |
| 1994-10-01 | 110.1064791158 |
| 1994-11-01 | 110.1735350093 |
| 1994-12-01 | 110.0803248517 |
| 1995-01-01 | 110.2263141665 |
| 1995-02-01 | 110.3916635179 |
| 1995-03-01 | 110.6204951723 |
| 1995-04-01 | 111.2714013868 |
| 1995-05-01 | 110.4997045177 |
| 1995-06-01 | 111.3748022101 |
| 1995-07-01 | 112.8722330033 |
| 1995-08-01 | 113.1184729571 |
| 1995-09-01 | 113.3030363208 |
| 1995-10-01 | 113.9081453294 |
| 1995-11-01 | 113.6292188985 |
| 1995-12-01 | 114.3362316401 |
| 1996-01-01 | 114.7797455203 |
| 1996-02-01 | 115.5232938825 |
| 1996-03-01 | 115.5486847466 |
| 1996-04-01 | 115.6893780623 |
| 1996-05-01 | 115.5540617743 |
| 1996-06-01 | 115.7294958376 |
| 1996-07-01 | 115.1789552408 |
| 1996-08-01 | 115.0725939746 |
| 1996-09-01 | 115.1120847698 |
| 1996-10-01 | 114.5524553342 |
| 1996-11-01 | 115.0150292423 |
| 1996-12-01 | 115.2742707599 |
| 1997-01-01 | 115.4359720456 |
| 1997-02-01 | 115.1700581351 |
| 1997-03-01 | 115.0724917497 |
| 1997-04-01 | 114.9006162755 |
| 1997-05-01 | 115.3000387282 |
| 1997-06-01 | 115.1630610906 |
| 1997-07-01 | 115.2942168653 |
| 1997-08-01 | 115.5315481826 |
| 1997-09-01 | 115.3853275717 |
| 1997-10-01 | 115.3151477268 |
| 1997-11-01 | 115.1201586473 |
| 1997-12-01 | 115.0472201277 |
| 1998-01-01 | 115.4222460408 |
| 1998-02-01 | 114.8168459036 |
| 1998-03-01 | 115.1380873691 |
| 1998-04-01 | 113.9745793716 |
| 1998-05-01 | 114.0850132470 |
| 1998-06-01 | 114.3132014131 |
| 1998-07-01 | 114.1633609854 |
| 1998-08-01 | 113.7831613712 |
| 1998-09-01 | 113.1100904680 |
| 1998-10-01 | 113.4349788339 |
| 1998-11-01 | 113.2987850505 |
| 1998-12-01 | 113.2159115403 |
| 1999-01-01 | 113.3359188632 |
| 1999-02-01 | 114.1181903040 |
| 1999-03-01 | 113.6901269689 |
| 1999-04-01 | 114.1467217251 |
| 1999-05-01 | 113.8310767194 |
| 1999-06-01 | 114.1177821266 |
| 1999-07-01 | 113.8714486229 |
| 1999-08-01 | 113.3696187008 |
| 1999-09-01 | 113.8077208736 |
| 1999-10-01 | 114.7283378003 |
| 1999-11-01 | 114.4508362012 |
| 1999-12-01 | 114.5187640293 |
| 2000-01-01 | 113.6997378403 |
| 2000-02-01 | 114.4931676793 |
| 2000-03-01 | 114.8001765846 |
| 2000-04-01 | 115.1027939214 |
| 2000-05-01 | 115.2717873808 |
| 2000-06-01 | 115.5091301303 |
| 2000-07-01 | 116.0623348207 |
| 2000-08-01 | 116.5516051539 |
| 2000-09-01 | 116.5396693748 |
| 2000-10-01 | 116.2835294011 |
| 2000-11-01 | 116.7221572254 |
| 2000-12-01 | 116.3864911370 |
| 2001-01-01 | 114.9513534168 |
| 2001-02-01 | 115.6229595238 |
| 2001-03-01 | 116.1647733586 |
| 2001-04-01 | 116.5540460784 |
| 2001-05-01 | 117.7367652774 |
| 2001-06-01 | 118.4685356234 |
| 2001-07-01 | 117.2068904584 |
| 2001-08-01 | 117.3509750433 |
| 2001-09-01 | 117.1208313144 |
| 2001-10-01 | 116.8367914023 |
| 2001-11-01 | 116.9238109582 |
| 2001-12-01 | 116.9074795061 |
| 2002-01-01 | 117.4665022117 |
| 2002-02-01 | 117.5040690827 |
| 2002-03-01 | 117.6979878443 |
| 2002-04-01 | 118.2575124043 |
| 2002-05-01 | 118.5069088341 |
| 2002-06-01 | 119.1429541710 |
| 2002-07-01 | 117.8134938590 |
| 2002-08-01 | 117.6111561961 |
| 2002-09-01 | 116.8640538385 |
| 2002-10-01 | 117.3674140489 |
| 2002-11-01 | 116.8847310492 |
| 2002-12-01 | 117.0338750023 |
| 2003-01-01 | 116.2567084990 |
| 2003-02-01 | 116.3351409585 |
| 2003-03-01 | 116.1818642841 |
| 2003-04-01 | 115.1387505641 |
| 2003-05-01 | 114.8361731018 |
| 2003-06-01 | 114.7362575741 |
| 2003-07-01 | 115.0031247034 |
| 2003-08-01 | 115.0667855955 |
| 2003-09-01 | 115.4682952387 |
| 2003-10-01 | 114.9953761504 |
| 2003-11-01 | 115.2192319896 |
| 2003-12-01 | 114.2075970172 |
| 2004-01-01 | 114.8958444789 |
| 2004-02-01 | 115.0812151924 |
| 2004-03-01 | 114.8101379163 |
| 2004-04-01 | 115.4565494598 |
| 2004-05-01 | 114.9079106561 |
| 2004-06-01 | 114.6774187019 |
| 2004-07-01 | 115.3490571322 |
| 2004-08-01 | 115.2025907828 |
| 2004-09-01 | 115.3594172814 |
| 2004-10-01 | 115.5205712801 |
| 2004-11-01 | 115.8457499142 |
| 2004-12-01 | 115.5844041665 |
| 2005-01-01 | 114.4852050130 |
| 2005-02-01 | 115.3207936419 |
| 2005-03-01 | 115.5583054390 |
| 2005-04-01 | 117.2791836538 |
| 2005-05-01 | 117.1842814579 |
| 2005-06-01 | 116.7652166252 |
| 2005-07-01 | 117.3622779058 |
| 2005-08-01 | 117.9201312113 |
| 2005-09-01 | 118.6908350219 |
| 2005-10-01 | 119.2614656970 |
| 2005-11-01 | 119.3676889272 |
| 2005-12-01 | 119.9849377116 |
| 2006-01-01 | 120.0095480393 |
| 2006-02-01 | 120.0834668487 |
| 2006-03-01 | 120.5101109598 |
| 2006-04-01 | 119.7052832679 |
| 2006-05-01 | 119.6049223771 |
| 2006-06-01 | 120.0060436862 |
| 2006-07-01 | 119.6148155671 |
| 2006-08-01 | 119.7442298685 |
| 2006-09-01 | 121.2603412445 |
| 2006-10-01 | 119.6673610293 |
| 2006-11-01 | 119.3577378951 |
| 2006-12-01 | 120.2259607927 |
| 2007-01-01 | 120.8160448918 |
| 2007-02-01 | 121.2757425316 |
| 2007-03-01 | 121.7119861405 |
| 2007-04-01 | 121.2985864432 |
| 2007-05-01 | 121.2001062624 |
| 2007-06-01 | 121.7123272577 |
| 2007-07-01 | 121.4670495059 |
| 2007-08-01 | 121.5948934318 |
| 2007-09-01 | 122.5356468669 |
| 2007-10-01 | 122.4520952219 |
| 2007-11-01 | 122.8182436676 |
| 2007-12-01 | 122.7923475623 |
| 2008-01-01 | 122.8562427049 |
| 2008-02-01 | 122.6742143657 |
| 2008-03-01 | 122.4090941158 |
| 2008-04-01 | 122.6424908492 |
| 2008-05-01 | 123.0785932542 |
| 2008-06-01 | 123.0901749367 |
| 2008-07-01 | 123.1969977265 |
| 2008-08-01 | 123.2108089318 |
| 2008-09-01 | 123.3264297878 |
| 2008-10-01 | 122.9389531558 |
| 2008-11-01 | 122.7334132641 |
| 2008-12-01 | 122.4874104281 |
| 2009-01-01 | 123.1410731525 |
| 2009-02-01 | 123.4105070375 |
| 2009-03-01 | 123.8658872438 |
| 2009-04-01 | 124.0101434572 |
| 2009-05-01 | 124.2624223101 |
| 2009-06-01 | 125.3395264657 |
| 2009-07-01 | 124.5854805883 |
| 2009-08-01 | 124.6876795983 |
| 2009-09-01 | 124.1549703338 |
| 2009-10-01 | 123.8010140523 |
| 2009-11-01 | 124.3123843425 |
| 2009-12-01 | 124.2468206016 |
| 2010-01-01 | 124.2453833738 |
| 2010-02-01 | 124.4620181937 |
| 2010-03-01 | 124.3048193274 |
| 2010-04-01 | 124.3380148331 |
| 2010-05-01 | 124.3370200552 |
| 2010-06-01 | 124.5419616520 |
| 2010-07-01 | 124.6081200100 |
| 2010-08-01 | 124.2577095895 |
| 2010-09-01 | 124.1624537887 |
| 2010-10-01 | 125.0643506992 |
| 2010-11-01 | 124.8736839717 |
| 2010-12-01 | 124.7605283780 |
| 2011-01-01 | 125.4707724896 |
| 2011-02-01 | 125.2728744962 |
| 2011-03-01 | 125.5052215563 |
| 2011-04-01 | 126.5774176191 |
| 2011-05-01 | 126.2837831728 |
| 2011-06-01 | 126.0332991844 |
| 2011-07-01 | 126.3891147839 |
| 2011-08-01 | 127.0067867028 |
| 2011-09-01 | 127.3584931483 |
| 2011-10-01 | 127.8161839836 |
| 2011-11-01 | 128.2274197098 |
| 2011-12-01 | 128.4316285921 |
| 2012-01-01 | 127.8593766240 |
| 2012-02-01 | 128.0329013953 |
| 2012-03-01 | 128.2567537738 |
| 2012-04-01 | 128.8670316280 |
| 2012-05-01 | 128.8575606823 |
| 2012-06-01 | 129.1156326530 |
| 2012-07-01 | 129.5356931953 |
| 2012-08-01 | 129.8043847910 |
| 2012-09-01 | 129.3915143527 |
| 2012-10-01 | 129.5952938138 |
| 2012-11-01 | 129.4767085928 |
| 2012-12-01 | 129.6703728126 |
| 2013-01-01 | 130.0706908561 |
| 2013-02-01 | 130.0846021414 |
| 2013-03-01 | 130.3703971895 |
| 2013-04-01 | 130.0988052971 |
| 2013-05-01 | 129.9472384099 |
| 2013-06-01 | 129.6245205545 |
| 2013-07-01 | 129.0035081747 |
| 2013-08-01 | 129.4383937503 |
| 2013-09-01 | 129.8751742354 |
| 2013-10-01 | 129.2204805908 |
| 2013-11-01 | 129.1909698818 |
| 2013-12-01 | 129.1487624954 |
| 2014-01-01 | 129.0663223637 |
| 2014-02-01 | 129.5763668418 |
| 2014-03-01 | 129.6060113322 |
| 2014-04-01 | 128.9857520977 |
| 2014-05-01 | 128.4879838966 |
| 2014-06-01 | 128.7775462291 |
| 2014-07-01 | 128.3138649469 |
| 2014-08-01 | 128.5347130510 |
| 2014-09-01 | 128.8330835603 |
| 2014-10-01 | 129.0901643097 |
| 2014-11-01 | 129.2394428992 |
| 2014-12-01 | 129.2397862251 |
| 2015-01-01 | 129.4929069305 |
| 2015-02-01 | 129.4817440725 |
| 2015-03-01 | 129.5714063039 |
| 2015-04-01 | 129.1591267949 |
| 2015-05-01 | 129.7148626362 |
| 2015-06-01 | 129.8941647622 |
| 2015-07-01 | 129.8948638530 |
| 2015-08-01 | 132.0620268757 |
| 2015-09-01 | 129.8281848615 |
| 2015-10-01 | 131.6167388551 |
| 2015-11-01 | 130.6115080875 |
| 2015-12-01 | 130.8906012059 |
| 2016-01-01 | 130.7772933150 |
| 2016-02-01 | 131.1198182887 |
| 2016-03-01 | 130.9338193241 |
| 2016-04-01 | 131.4289224578 |
| 2016-05-01 | 131.3805855910 |
| 2016-06-01 | 131.4333754303 |
| 2016-07-01 | 132.5955292144 |
| 2016-08-01 | 132.0276942275 |
| 2016-09-01 | 132.2556269656 |
| 2016-10-01 | 131.9362202285 |
| 2016-11-01 | 132.1851374438 |
| 2016-12-01 | 132.1431551068 |
| 2017-01-01 | 131.7250913339 |
| 2017-02-01 | 131.6422799521 |
| 2017-03-01 | 131.9323234986 |
| 2017-04-01 | 131.9829113348 |
| 2017-05-01 | 132.4946575814 |
| 2017-06-01 | 132.6394310840 |
| 2017-07-01 | 132.8046813881 |
| 2017-08-01 | 132.7757847129 |
| 2017-09-01 | 132.7439446663 |
| 2017-10-01 | 132.2833845041 |
| 2017-11-01 | 132.3548603867 |
| 2017-12-01 | 131.9496223614 |
| 2018-01-01 | 132.6487963038 |
| 2018-02-01 | 132.7327730780 |
| 2018-03-01 | 133.0106152844 |
| 2018-04-01 | 132.9593926479 |
| 2018-05-01 | 132.7372174723 |
| 2018-06-01 | 132.6949247302 |
| 2018-07-01 | 132.4574262968 |
| 2018-08-01 | 131.7189115844 |
| 2018-09-01 | 131.1934660736 |
| 2018-10-01 | 131.2937277602 |
| 2018-11-01 | 130.9938366657 |
| 2018-12-01 | 130.9989700066 |
| 2019-01-01 | 131.5518103614 |
| 2019-02-01 | 131.6941257129 |
| 2019-03-01 | 132.2309468071 |
| 2019-04-01 | 132.3828687226 |
| 2019-05-01 | 132.4131722849 |
| 2019-06-01 | 132.0940705331 |
| 2019-07-01 | 131.5966403020 |
| 2019-08-01 | 131.8094050047 |
| 2019-09-01 | 131.4581691701 |
| 2019-10-01 | 131.4576035019 |
| 2019-11-01 | 131.5656500289 |
| 2019-12-01 | 131.9205046424 |
| 2020-01-01 | 132.0927469556 |
| 2020-02-01 | 132.0026594074 |
| 2020-03-01 | 131.8637862192 |
| 2020-04-01 | 115.0780350031 |
| 2020-05-01 | 112.7264747438 |
| 2020-06-01 | 116.8810581187 |
| 2020-07-01 | 117.8597134334 |
| 2020-08-01 | 119.3053991231 |
| 2020-09-01 | 120.9272219271 |
| 2020-10-01 | 121.8793128811 |
| 2020-11-01 | 122.1371576185 |
| 2020-12-01 | 122.4871025732 |
| 2021-01-01 | 122.5635096714 |
| 2021-02-01 | 123.1883163174 |
| 2021-03-01 | 123.5096575129 |
| 2021-04-01 | 122.3395842358 |
| 2021-05-01 | 121.8840413148 |
| 2021-06-01 | 123.0105002253 |
| 2021-07-01 | 121.6082269971 |
| 2021-08-01 | 120.9631438342 |
| 2021-09-01 | 121.8294930197 |
| 2021-10-01 | 122.0215449695 |
| 2021-11-01 | 122.0633074931 |
| 2021-12-01 | 121.3858512875 |
| 2022-01-01 | 122.3516535179 |
| 2022-02-01 | 122.5891337243 |
| 2022-03-01 | 122.6045814268 |
| 2022-04-01 | 123.7814530288 |
| 2022-05-01 | 123.8968393595 |
| 2022-06-01 | 123.6036590640 |
| 2022-07-01 | 123.9222525959 |
| 2022-08-01 | 123.9829824676 |
| 2022-09-01 | 124.4861677893 |
| 2022-10-01 | 125.2592798568 |
| 2022-11-01 | 125.8575428738 |
| 2022-12-01 | 126.6883114924 |
| 2023-01-01 | 126.7697956107 |
| 2023-02-01 | 126.7773340584 |
| 2023-03-01 | 126.4640092680 |
| 2023-04-01 | 127.8599712536 |
| 2023-05-01 | 128.4697383236 |
| 2023-06-01 | 128.8697367745 |
| 2023-07-01 | 130.0099464892 |
| 2023-08-01 | 130.1263373631 |
| 2023-09-01 | 130.1010512305 |
| 2023-10-01 | 130.3697642539 |
| 2023-11-01 | 130.4981216935 |
| 2023-12-01 | 131.1869369118 |
| 2024-01-01 | 131.2848305678 |
| 2024-02-01 | 131.7351539754 |
| 2024-03-01 | 132.5622793309 |
| 2024-04-01 | 133.0545384040 |
| 2024-05-01 | 133.3352911614 |
| 2024-06-01 | 133.7738830180 |
| 2024-07-01 | 134.8736800499 |
| 2024-08-01 | 135.7506705369 |
| 2024-09-01 | 135.2337497537 |
| 2024-10-01 | 135.0995565067 |
| 2024-11-01 | 135.9683476466 |
| 2024-12-01 | 135.9651950133 |
| 2025-01-01 | 136.5600497984 |
| 2025-02-01 | 137.3368981575 |
| 2025-03-01 | 137.6295845210 |
| 2025-04-01 | 137.9748336224 |
| 2025-05-01 | 138.2197557979 |
| 2025-06-01 | 138.7922509828 |
| 2025-07-01 | 139.2832963612 |
| 2025-08-01 | 139.7259025151 |
| 2025-09-01 | 138.7022971067 |
| 2025-10-01 | 137.8791026749 |
| 2025-11-01 | 138.5847297632 |
| 2025-12-01 | 138.9265708268 |
| 2026-01-01 | 139.2106140776 |
| 2026-02-01 | 139.1881319203 |
| 2026-03-01 | 139.0789235042 |
| 2026-04-01 | 138.9621509592 |
| 2026-05-01 | 138.9309130808 |
| 2026-06-01 | 139.4972885186 |
| 2026-07-01 | 138.4435999411 |
| 2026-08-01 | 138.9514604354 |