Table Data - All Employees: Education and Health Services: Private Education and Health Services in Warren-Troy-Farmington Hills, MI (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Warren-Troy-Farmington Hills, MI (MD) |
|---|---|
| Series ID | SMU26476646500000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:28 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 | 85.9133081132 |
| 1990-02-01 | 86.4992752682 |
| 1990-03-01 | 87.0224762962 |
| 1990-04-01 | 87.9505091296 |
| 1990-05-01 | 88.2574687365 |
| 1990-06-01 | 89.0281644445 |
| 1990-07-01 | 89.7131178090 |
| 1990-08-01 | 90.0530682445 |
| 1990-09-01 | 90.8349718713 |
| 1990-10-01 | 89.6237925305 |
| 1990-11-01 | 89.9971507250 |
| 1990-12-01 | 90.1527728921 |
| 1991-01-01 | 91.0675821089 |
| 1991-02-01 | 91.0249023639 |
| 1991-03-01 | 91.4255528271 |
| 1991-04-01 | 91.7252167210 |
| 1991-05-01 | 92.3217457121 |
| 1991-06-01 | 92.7909793211 |
| 1991-07-01 | 92.9411056482 |
| 1991-08-01 | 93.5834838788 |
| 1991-09-01 | 94.4629322622 |
| 1991-10-01 | 94.9489308717 |
| 1991-11-01 | 95.6685265846 |
| 1991-12-01 | 96.1521299301 |
| 1992-01-01 | 96.9245618110 |
| 1992-02-01 | 97.0106629524 |
| 1992-03-01 | 97.2706653653 |
| 1992-04-01 | 97.5111178155 |
| 1992-05-01 | 98.0593883768 |
| 1992-06-01 | 98.4245429539 |
| 1992-07-01 | 99.1234743026 |
| 1992-08-01 | 99.2914403899 |
| 1992-09-01 | 99.0281051618 |
| 1992-10-01 | 99.5795370222 |
| 1992-11-01 | 99.7073062796 |
| 1992-12-01 | 100.1433758208 |
| 1993-01-01 | 99.7366835184 |
| 1993-02-01 | 99.9026303512 |
| 1993-03-01 | 100.5510035649 |
| 1993-04-01 | 101.3999402448 |
| 1993-05-01 | 101.3843776861 |
| 1993-06-01 | 101.7286737558 |
| 1993-07-01 | 102.1585345825 |
| 1993-08-01 | 102.2570366256 |
| 1993-09-01 | 102.7068850674 |
| 1993-10-01 | 103.0315194891 |
| 1993-11-01 | 103.2471770503 |
| 1993-12-01 | 103.6161040711 |
| 1994-01-01 | 103.5487795459 |
| 1994-02-01 | 103.8593060162 |
| 1994-03-01 | 104.3868476301 |
| 1994-04-01 | 104.7814064178 |
| 1994-05-01 | 105.1970004215 |
| 1994-06-01 | 105.3150890386 |
| 1994-07-01 | 105.7459368916 |
| 1994-08-01 | 106.2702842425 |
| 1994-09-01 | 107.1963234321 |
| 1994-10-01 | 106.5806686793 |
| 1994-11-01 | 107.2022936295 |
| 1994-12-01 | 107.3108722628 |
| 1995-01-01 | 107.7253947727 |
| 1995-02-01 | 108.1083882535 |
| 1995-03-01 | 108.2070228893 |
| 1995-04-01 | 107.9513605544 |
| 1995-05-01 | 108.0997318087 |
| 1995-06-01 | 108.7945207463 |
| 1995-07-01 | 108.9481059995 |
| 1995-08-01 | 109.1710093685 |
| 1995-09-01 | 109.6613387157 |
| 1995-10-01 | 110.8367600549 |
| 1995-11-01 | 111.3818403232 |
| 1995-12-01 | 111.5224617513 |
| 1996-01-01 | 112.4150437248 |
| 1996-02-01 | 112.8876069566 |
| 1996-03-01 | 112.8239844680 |
| 1996-04-01 | 113.4074698262 |
| 1996-05-01 | 113.7824596324 |
| 1996-06-01 | 113.6996926357 |
| 1996-07-01 | 113.4431958371 |
| 1996-08-01 | 114.7946872050 |
| 1996-09-01 | 115.4596495141 |
| 1996-10-01 | 115.4412050859 |
| 1996-11-01 | 115.8602290704 |
| 1996-12-01 | 116.6503552751 |
| 1997-01-01 | 116.6120694993 |
| 1997-02-01 | 116.8285047151 |
| 1997-03-01 | 117.1980429212 |
| 1997-04-01 | 117.2311593553 |
| 1997-05-01 | 117.7812374143 |
| 1997-06-01 | 118.1203913728 |
| 1997-07-01 | 118.1899669120 |
| 1997-08-01 | 118.8688145215 |
| 1997-09-01 | 118.7231062858 |
| 1997-10-01 | 118.8450582076 |
| 1997-11-01 | 118.7078598068 |
| 1997-12-01 | 119.0859402995 |
| 1998-01-01 | 120.0027678628 |
| 1998-02-01 | 120.0656309023 |
| 1998-03-01 | 120.3321974099 |
| 1998-04-01 | 119.9376765429 |
| 1998-05-01 | 120.0417649607 |
| 1998-06-01 | 120.0712011250 |
| 1998-07-01 | 119.5426147466 |
| 1998-08-01 | 119.3890949717 |
| 1998-09-01 | 119.4685342743 |
| 1998-10-01 | 119.5062162224 |
| 1998-11-01 | 118.8196143992 |
| 1998-12-01 | 119.2902851023 |
| 1999-01-01 | 119.2959645934 |
| 1999-02-01 | 119.5309627932 |
| 1999-03-01 | 119.7177187944 |
| 1999-04-01 | 120.2885838350 |
| 1999-05-01 | 120.2784339109 |
| 1999-06-01 | 120.0787246789 |
| 1999-07-01 | 120.1386079041 |
| 1999-08-01 | 119.8736072597 |
| 1999-09-01 | 120.0821049862 |
| 1999-10-01 | 120.6704394990 |
| 1999-11-01 | 120.6627344584 |
| 1999-12-01 | 120.9611170797 |
| 2000-01-01 | 121.3205502631 |
| 2000-02-01 | 121.5831317712 |
| 2000-03-01 | 121.9121241435 |
| 2000-04-01 | 122.4927647895 |
| 2000-05-01 | 122.2632362339 |
| 2000-06-01 | 122.6078497675 |
| 2000-07-01 | 122.7096950682 |
| 2000-08-01 | 123.0916028304 |
| 2000-09-01 | 123.2175284563 |
| 2000-10-01 | 122.8660443661 |
| 2000-11-01 | 123.6014781510 |
| 2000-12-01 | 123.4298296394 |
| 2001-01-01 | 122.8771898590 |
| 2001-02-01 | 122.9761350921 |
| 2001-03-01 | 123.4292637990 |
| 2001-04-01 | 124.2261569940 |
| 2001-05-01 | 124.8644906425 |
| 2001-06-01 | 125.6333103489 |
| 2001-07-01 | 126.1997471104 |
| 2001-08-01 | 127.5130328815 |
| 2001-09-01 | 127.0065567213 |
| 2001-10-01 | 127.4677540940 |
| 2001-11-01 | 127.9668630415 |
| 2001-12-01 | 128.2692262024 |
| 2002-01-01 | 128.5172740001 |
| 2002-02-01 | 128.7344469339 |
| 2002-03-01 | 128.9099581842 |
| 2002-04-01 | 131.2675270940 |
| 2002-05-01 | 131.8235071939 |
| 2002-06-01 | 132.9881500478 |
| 2002-07-01 | 132.9663499096 |
| 2002-08-01 | 134.0601513498 |
| 2002-09-01 | 132.7939417371 |
| 2002-10-01 | 133.5303657713 |
| 2002-11-01 | 134.0711673667 |
| 2002-12-01 | 133.9378020192 |
| 2003-01-01 | 137.2158202076 |
| 2003-02-01 | 137.9591712617 |
| 2003-03-01 | 137.7608448729 |
| 2003-04-01 | 136.5319504962 |
| 2003-05-01 | 137.1287993401 |
| 2003-06-01 | 136.2307685084 |
| 2003-07-01 | 137.5642416778 |
| 2003-08-01 | 137.6841273994 |
| 2003-09-01 | 138.3510029211 |
| 2003-10-01 | 139.1144840095 |
| 2003-11-01 | 139.2153335685 |
| 2003-12-01 | 139.9649296636 |
| 2004-01-01 | 140.1679584016 |
| 2004-02-01 | 140.5377238539 |
| 2004-03-01 | 141.0826473967 |
| 2004-04-01 | 142.3817409521 |
| 2004-05-01 | 143.0370416001 |
| 2004-06-01 | 141.7675339098 |
| 2004-07-01 | 144.5191283717 |
| 2004-08-01 | 144.8506354787 |
| 2004-09-01 | 145.2821592007 |
| 2004-10-01 | 145.6128075733 |
| 2004-11-01 | 145.6838272549 |
| 2004-12-01 | 146.5251927288 |
| 2005-01-01 | 147.3486517359 |
| 2005-02-01 | 147.8495520358 |
| 2005-03-01 | 148.2434791678 |
| 2005-04-01 | 148.2940914044 |
| 2005-05-01 | 148.1774043075 |
| 2005-06-01 | 147.4828305118 |
| 2005-07-01 | 148.5462870856 |
| 2005-08-01 | 149.3408694625 |
| 2005-09-01 | 150.0798855869 |
| 2005-10-01 | 150.9783829449 |
| 2005-11-01 | 151.5661012173 |
| 2005-12-01 | 151.6137353572 |
| 2006-01-01 | 151.3570412141 |
| 2006-02-01 | 151.3884642689 |
| 2006-03-01 | 152.3055378719 |
| 2006-04-01 | 151.1280331334 |
| 2006-05-01 | 152.0088746148 |
| 2006-06-01 | 151.8231840468 |
| 2006-07-01 | 152.3763696212 |
| 2006-08-01 | 152.4623689412 |
| 2006-09-01 | 153.3108951279 |
| 2006-10-01 | 152.3449694781 |
| 2006-11-01 | 153.0493946054 |
| 2006-12-01 | 153.2198796761 |
| 2007-01-01 | 153.7240859209 |
| 2007-02-01 | 154.0704854855 |
| 2007-03-01 | 154.3708052160 |
| 2007-04-01 | 154.8005088890 |
| 2007-05-01 | 155.4815635009 |
| 2007-06-01 | 156.8114935799 |
| 2007-07-01 | 155.7132849637 |
| 2007-08-01 | 155.9072345851 |
| 2007-09-01 | 156.4161541662 |
| 2007-10-01 | 155.6897977348 |
| 2007-11-01 | 156.1102250565 |
| 2007-12-01 | 156.3244830502 |
| 2008-01-01 | 157.2491070287 |
| 2008-02-01 | 157.5816560707 |
| 2008-03-01 | 157.6023983347 |
| 2008-04-01 | 158.3012222744 |
| 2008-05-01 | 158.5309173524 |
| 2008-06-01 | 158.5666995157 |
| 2008-07-01 | 158.7796468187 |
| 2008-08-01 | 158.8078132404 |
| 2008-09-01 | 159.3346840344 |
| 2008-10-01 | 159.5318801083 |
| 2008-11-01 | 159.5911528571 |
| 2008-12-01 | 159.9188081853 |
| 2009-01-01 | 158.9682680459 |
| 2009-02-01 | 159.8030952283 |
| 2009-03-01 | 159.8387984515 |
| 2009-04-01 | 159.7955620617 |
| 2009-05-01 | 159.9825525325 |
| 2009-06-01 | 159.9033725909 |
| 2009-07-01 | 159.2523253976 |
| 2009-08-01 | 159.5464575158 |
| 2009-09-01 | 159.3672997431 |
| 2009-10-01 | 160.1996214602 |
| 2009-11-01 | 160.5365063622 |
| 2009-12-01 | 159.8874093238 |
| 2010-01-01 | 159.6831733217 |
| 2010-02-01 | 160.0135551877 |
| 2010-03-01 | 160.3899467200 |
| 2010-04-01 | 160.0704975319 |
| 2010-05-01 | 160.2113496739 |
| 2010-06-01 | 160.2902532000 |
| 2010-07-01 | 161.0500781992 |
| 2010-08-01 | 161.5975268155 |
| 2010-09-01 | 161.6004954398 |
| 2010-10-01 | 162.5753369355 |
| 2010-11-01 | 162.8605209345 |
| 2010-12-01 | 163.0365564777 |
| 2011-01-01 | 163.2163631438 |
| 2011-02-01 | 163.4094296654 |
| 2011-03-01 | 163.4440226422 |
| 2011-04-01 | 165.8469989676 |
| 2011-05-01 | 165.5208712497 |
| 2011-06-01 | 165.7655341217 |
| 2011-07-01 | 166.7774723379 |
| 2011-08-01 | 166.5686454133 |
| 2011-09-01 | 167.0425676366 |
| 2011-10-01 | 166.3763368499 |
| 2011-11-01 | 166.2681463692 |
| 2011-12-01 | 166.7581092729 |
| 2012-01-01 | 167.6236848597 |
| 2012-02-01 | 168.4321466508 |
| 2012-03-01 | 168.7328133782 |
| 2012-04-01 | 167.5003192444 |
| 2012-05-01 | 167.4105337076 |
| 2012-06-01 | 167.9382754762 |
| 2012-07-01 | 167.7988361359 |
| 2012-08-01 | 168.0785156443 |
| 2012-09-01 | 167.7974749924 |
| 2012-10-01 | 167.9383137708 |
| 2012-11-01 | 168.0764437947 |
| 2012-12-01 | 168.8213424772 |
| 2013-01-01 | 168.5267603357 |
| 2013-02-01 | 169.0527954289 |
| 2013-03-01 | 168.7848888072 |
| 2013-04-01 | 169.4203505466 |
| 2013-05-01 | 169.2427207195 |
| 2013-06-01 | 169.8225942204 |
| 2013-07-01 | 169.7686873915 |
| 2013-08-01 | 170.0267443425 |
| 2013-09-01 | 170.3537533332 |
| 2013-10-01 | 170.5966190791 |
| 2013-11-01 | 170.5856226815 |
| 2013-12-01 | 170.4630726340 |
| 2014-01-01 | 170.0129177730 |
| 2014-02-01 | 170.9887228431 |
| 2014-03-01 | 171.2838887214 |
| 2014-04-01 | 171.2087828049 |
| 2014-05-01 | 171.6228949734 |
| 2014-06-01 | 171.4876523527 |
| 2014-07-01 | 171.4700653534 |
| 2014-08-01 | 171.7166626883 |
| 2014-09-01 | 171.6028764285 |
| 2014-10-01 | 171.8302596166 |
| 2014-11-01 | 172.0865277006 |
| 2014-12-01 | 172.8511427753 |
| 2015-01-01 | 172.2812116953 |
| 2015-02-01 | 172.1326424051 |
| 2015-03-01 | 172.7869854626 |
| 2015-04-01 | 172.4873057540 |
| 2015-05-01 | 172.9004373824 |
| 2015-06-01 | 173.2586481681 |
| 2015-07-01 | 173.9830694999 |
| 2015-08-01 | 174.2695093425 |
| 2015-09-01 | 173.8943943583 |
| 2015-10-01 | 176.1206732225 |
| 2015-11-01 | 176.3713229048 |
| 2015-12-01 | 176.7744509876 |
| 2016-01-01 | 177.0184945480 |
| 2016-02-01 | 177.1138695182 |
| 2016-03-01 | 177.3041715416 |
| 2016-04-01 | 178.1634145114 |
| 2016-05-01 | 178.3856033817 |
| 2016-06-01 | 177.9362330065 |
| 2016-07-01 | 178.5654668417 |
| 2016-08-01 | 178.5999426229 |
| 2016-09-01 | 179.2017648752 |
| 2016-10-01 | 178.8063631456 |
| 2016-11-01 | 178.7559512579 |
| 2016-12-01 | 179.2450428756 |
| 2017-01-01 | 179.3157993790 |
| 2017-02-01 | 179.9506883646 |
| 2017-03-01 | 179.9652182641 |
| 2017-04-01 | 180.2704163940 |
| 2017-05-01 | 180.8105063375 |
| 2017-06-01 | 181.2335713549 |
| 2017-07-01 | 181.1161793146 |
| 2017-08-01 | 181.2764480806 |
| 2017-09-01 | 181.9278048734 |
| 2017-10-01 | 182.0271763162 |
| 2017-11-01 | 182.4652181666 |
| 2017-12-01 | 182.9109258788 |
| 2018-01-01 | 183.3429809530 |
| 2018-02-01 | 183.7430010931 |
| 2018-03-01 | 184.4136853378 |
| 2018-04-01 | 184.6466506104 |
| 2018-05-01 | 184.3624191391 |
| 2018-06-01 | 185.0039354517 |
| 2018-07-01 | 184.6277222811 |
| 2018-08-01 | 185.0636119568 |
| 2018-09-01 | 184.6258582603 |
| 2018-10-01 | 184.7939898572 |
| 2018-11-01 | 184.9469248999 |
| 2018-12-01 | 184.9028386121 |
| 2019-01-01 | 186.1102205526 |
| 2019-02-01 | 185.9004298441 |
| 2019-03-01 | 186.6477693421 |
| 2019-04-01 | 187.4320377994 |
| 2019-05-01 | 187.4146976195 |
| 2019-06-01 | 187.4842832803 |
| 2019-07-01 | 187.8784818429 |
| 2019-08-01 | 188.4445387252 |
| 2019-09-01 | 188.4860129706 |
| 2019-10-01 | 188.2787227544 |
| 2019-11-01 | 188.7584137191 |
| 2019-12-01 | 188.7817396091 |
| 2020-01-01 | 188.2628992175 |
| 2020-02-01 | 188.6876655101 |
| 2020-03-01 | 187.5994802107 |
| 2020-04-01 | 149.3173122075 |
| 2020-05-01 | 151.3840091922 |
| 2020-06-01 | 161.3567769367 |
| 2020-07-01 | 166.5325235530 |
| 2020-08-01 | 169.2252540094 |
| 2020-09-01 | 171.4423708621 |
| 2020-10-01 | 172.3579336591 |
| 2020-11-01 | 172.5877679077 |
| 2020-12-01 | 173.5821519701 |
| 2021-01-01 | 174.2764899673 |
| 2021-02-01 | 174.8308371291 |
| 2021-03-01 | 175.4338141066 |
| 2021-04-01 | 174.3530074217 |
| 2021-05-01 | 173.6823358603 |
| 2021-06-01 | 175.4006068175 |
| 2021-07-01 | 175.0846472984 |
| 2021-08-01 | 174.7757987560 |
| 2021-09-01 | 174.3609597775 |
| 2021-10-01 | 175.4333146967 |
| 2021-11-01 | 175.5755237642 |
| 2021-12-01 | 175.1019943610 |
| 2022-01-01 | 175.6864337205 |
| 2022-02-01 | 176.4207381904 |
| 2022-03-01 | 176.8197354521 |
| 2022-04-01 | 178.6855232368 |
| 2022-05-01 | 178.6063354817 |
| 2022-06-01 | 178.3266019506 |
| 2022-07-01 | 180.5978048597 |
| 2022-08-01 | 180.9567982390 |
| 2022-09-01 | 181.5121312370 |
| 2022-10-01 | 182.0752083452 |
| 2022-11-01 | 183.1192312500 |
| 2022-12-01 | 184.7651183749 |
| 2023-01-01 | 186.0818474243 |
| 2023-02-01 | 186.6395750091 |
| 2023-03-01 | 187.8246444090 |
| 2023-04-01 | 188.2123164087 |
| 2023-05-01 | 189.0120405918 |
| 2023-06-01 | 190.0167304113 |
| 2023-07-01 | 190.9693843123 |
| 2023-08-01 | 191.5358328238 |
| 2023-09-01 | 192.2643947927 |
| 2023-10-01 | 192.3763513152 |
| 2023-11-01 | 192.9717316858 |
| 2023-12-01 | 193.5112127893 |
| 2024-01-01 | 193.5972530416 |
| 2024-02-01 | 194.5043676456 |
| 2024-03-01 | 194.4726004210 |
| 2024-04-01 | 195.2134629010 |
| 2024-05-01 | 195.8513636932 |
| 2024-06-01 | 195.8474049521 |
| 2024-07-01 | 196.1018279099 |
| 2024-08-01 | 196.9082040105 |
| 2024-09-01 | 198.6748230255 |
| 2024-10-01 | 197.7799063903 |
| 2024-11-01 | 198.0831832756 |
| 2024-12-01 | 198.3309787181 |
| 2025-01-01 | 200.1368923873 |
| 2025-02-01 | 199.4335241006 |
| 2025-03-01 | 200.1685926624 |
| 2025-04-01 | 200.6468091671 |
| 2025-05-01 | 200.9978447839 |
| 2025-06-01 | 201.3205414523 |
| 2025-07-01 | 201.1636267583 |
| 2025-08-01 | 201.5887634816 |
| 2025-09-01 | 201.9258233986 |
| 2025-10-01 | 202.5003408063 |
| 2025-11-01 | 202.9860435817 |
| 2025-12-01 | 203.2643832278 |
| 2026-01-01 | 202.8295879119 |
| 2026-02-01 | 202.6634212934 |
| 2026-03-01 | 202.7331038969 |
| 2026-04-01 | 202.7738840864 |
| 2026-05-01 | 202.2878281792 |
| 2026-06-01 | 202.6004875672 |
| 2026-07-01 | 202.9225031819 |
| 2026-08-01 | 203.4813932096 |
| 2026-09-01 | 201.6760880997 |