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 2025-12-01 |
| Last Updated | 2026-01-28 2:48 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 | 85.9133081408182 |
| 1990-02-01 | 86.4992753246510 |
| 1990-03-01 | 87.0224762953968 |
| 1990-04-01 | 87.9505090829113 |
| 1990-05-01 | 88.2574687292997 |
| 1990-06-01 | 89.0281644392524 |
| 1990-07-01 | 89.7131177929819 |
| 1990-08-01 | 90.0530682337952 |
| 1990-09-01 | 90.8349719002380 |
| 1990-10-01 | 89.6237925180030 |
| 1990-11-01 | 89.9971507150764 |
| 1990-12-01 | 90.1527728823029 |
| 1991-01-01 | 91.0675821411947 |
| 1991-02-01 | 91.0249024304359 |
| 1991-03-01 | 91.4255528256736 |
| 1991-04-01 | 91.7252166662932 |
| 1991-05-01 | 92.3217457101538 |
| 1991-06-01 | 92.7909793189637 |
| 1991-07-01 | 92.9411056311127 |
| 1991-08-01 | 93.5834838617097 |
| 1991-09-01 | 94.4629322848772 |
| 1991-10-01 | 94.9489308527875 |
| 1991-11-01 | 95.6685265736706 |
| 1991-12-01 | 96.1521299251096 |
| 1992-01-01 | 96.9245618517630 |
| 1992-02-01 | 97.0106630337576 |
| 1992-03-01 | 97.2706653670077 |
| 1992-04-01 | 97.5111177533428 |
| 1992-05-01 | 98.0593883751593 |
| 1992-06-01 | 98.4245429488089 |
| 1992-07-01 | 99.1234742815978 |
| 1992-08-01 | 99.2914403810017 |
| 1992-09-01 | 99.0281051132587 |
| 1992-10-01 | 99.5795370356344 |
| 1992-11-01 | 99.7073062953284 |
| 1992-12-01 | 100.1433758306580 |
| 1993-01-01 | 99.7366835654580 |
| 1993-02-01 | 99.9026304354242 |
| 1993-03-01 | 100.5510035764600 |
| 1993-04-01 | 101.3999401893530 |
| 1993-05-01 | 101.3843776673480 |
| 1993-06-01 | 101.7286737173650 |
| 1993-07-01 | 102.1585345092890 |
| 1993-08-01 | 102.2570365907080 |
| 1993-09-01 | 102.7068849581930 |
| 1993-10-01 | 103.0315195952940 |
| 1993-11-01 | 103.2471771614480 |
| 1993-12-01 | 103.6161041715480 |
| 1994-01-01 | 103.5487795955040 |
| 1994-02-01 | 103.8593060728980 |
| 1994-03-01 | 104.3868476209870 |
| 1994-04-01 | 104.7814063564610 |
| 1994-05-01 | 105.1970003301260 |
| 1994-06-01 | 105.3150888970560 |
| 1994-07-01 | 105.7459367407650 |
| 1994-08-01 | 106.2702841274170 |
| 1994-09-01 | 107.1963231560690 |
| 1994-10-01 | 106.5806687969800 |
| 1994-11-01 | 107.2022948478580 |
| 1994-12-01 | 107.3108718655950 |
| 1995-01-01 | 107.7253948852550 |
| 1995-02-01 | 108.1083883203240 |
| 1995-03-01 | 108.2070228614000 |
| 1995-04-01 | 107.9513604469580 |
| 1995-05-01 | 108.0997315521500 |
| 1995-06-01 | 108.7945203458030 |
| 1995-07-01 | 108.9481055819550 |
| 1995-08-01 | 109.1710089898880 |
| 1995-09-01 | 109.6613382106160 |
| 1995-10-01 | 110.8367600561400 |
| 1995-11-01 | 111.3818441003310 |
| 1995-12-01 | 111.5224607058750 |
| 1996-01-01 | 112.4150438002460 |
| 1996-02-01 | 112.8876069815750 |
| 1996-03-01 | 112.8239844215930 |
| 1996-04-01 | 113.4074691512550 |
| 1996-05-01 | 113.7824591584300 |
| 1996-06-01 | 113.6996918667950 |
| 1996-07-01 | 113.4431948694220 |
| 1996-08-01 | 114.7946862762560 |
| 1996-09-01 | 115.4596487060710 |
| 1996-10-01 | 115.4412052181670 |
| 1996-11-01 | 115.8602361065810 |
| 1996-12-01 | 116.6503540502770 |
| 1997-01-01 | 116.6120699708360 |
| 1997-02-01 | 116.8285050652470 |
| 1997-03-01 | 117.1980430036170 |
| 1997-04-01 | 117.2311577973450 |
| 1997-05-01 | 117.7812356290070 |
| 1997-06-01 | 118.1203887042120 |
| 1997-07-01 | 118.1899644962430 |
| 1997-08-01 | 118.8688127328980 |
| 1997-09-01 | 118.7231050841470 |
| 1997-10-01 | 118.8450576402110 |
| 1997-11-01 | 118.7078767773970 |
| 1997-12-01 | 119.0859386089730 |
| 1998-01-01 | 120.0027685240020 |
| 1998-02-01 | 120.0656322669790 |
| 1998-03-01 | 120.3321978763640 |
| 1998-04-01 | 119.9376726239710 |
| 1998-05-01 | 120.0417591714070 |
| 1998-06-01 | 120.0711936337310 |
| 1998-07-01 | 119.5426088789670 |
| 1998-08-01 | 119.3890927605090 |
| 1998-09-01 | 119.4685345910660 |
| 1998-10-01 | 119.5062175048650 |
| 1998-11-01 | 118.8196414897990 |
| 1998-12-01 | 119.2902853698160 |
| 1999-01-01 | 119.2959679931250 |
| 1999-02-01 | 119.5309657962600 |
| 1999-03-01 | 119.7177191461760 |
| 1999-04-01 | 120.2885806441500 |
| 1999-05-01 | 120.2784279255310 |
| 1999-06-01 | 120.0786844461270 |
| 1999-07-01 | 120.1386024762160 |
| 1999-08-01 | 119.8736081861260 |
| 1999-09-01 | 120.0821117236800 |
| 1999-10-01 | 120.6704440254510 |
| 1999-11-01 | 120.6627769703710 |
| 1999-12-01 | 120.9611309522420 |
| 2000-01-01 | 121.3205363771340 |
| 2000-02-01 | 121.5831580265170 |
| 2000-03-01 | 121.9121154177330 |
| 2000-04-01 | 122.4927629195510 |
| 2000-05-01 | 122.2632274448910 |
| 2000-06-01 | 122.6077609118740 |
| 2000-07-01 | 122.7096904000550 |
| 2000-08-01 | 123.0916093337010 |
| 2000-09-01 | 123.2175467128640 |
| 2000-10-01 | 122.8660576947810 |
| 2000-11-01 | 123.6015305603150 |
| 2000-12-01 | 123.4298615870530 |
| 2001-01-01 | 122.8771611358870 |
| 2001-02-01 | 122.9761850493770 |
| 2001-03-01 | 123.4292463025390 |
| 2001-04-01 | 124.2261622587350 |
| 2001-05-01 | 124.8644888582960 |
| 2001-06-01 | 125.6331330260750 |
| 2001-07-01 | 126.1997541021960 |
| 2001-08-01 | 127.5130510693980 |
| 2001-09-01 | 127.0065889081640 |
| 2001-10-01 | 127.4677770728470 |
| 2001-11-01 | 127.9669278426300 |
| 2001-12-01 | 128.2692769118910 |
| 2002-01-01 | 128.5172260661410 |
| 2002-02-01 | 128.7345235040450 |
| 2002-03-01 | 128.9099321248920 |
| 2002-04-01 | 131.2675383239420 |
| 2002-05-01 | 131.8235100954770 |
| 2002-06-01 | 132.9878882036670 |
| 2002-07-01 | 132.9663672506030 |
| 2002-08-01 | 134.0601808595530 |
| 2002-09-01 | 132.7939869695650 |
| 2002-10-01 | 133.5304012518240 |
| 2002-11-01 | 134.0712337884760 |
| 2002-12-01 | 133.9378620403690 |
| 2003-01-01 | 137.2157726313780 |
| 2003-02-01 | 137.9592537651350 |
| 2003-03-01 | 137.7608173043350 |
| 2003-04-01 | 136.5319737209890 |
| 2003-05-01 | 137.1288108656370 |
| 2003-06-01 | 136.2304417494590 |
| 2003-07-01 | 137.5642705884320 |
| 2003-08-01 | 137.6841646656230 |
| 2003-09-01 | 138.3510576502410 |
| 2003-10-01 | 139.1145290242860 |
| 2003-11-01 | 139.2153968253650 |
| 2003-12-01 | 139.9649936581360 |
| 2004-01-01 | 140.1679075531110 |
| 2004-02-01 | 140.5378066680160 |
| 2004-03-01 | 141.0826191109140 |
| 2004-04-01 | 142.3817702263200 |
| 2004-05-01 | 143.0370513830920 |
| 2004-06-01 | 141.7672056841540 |
| 2004-07-01 | 144.5191572849040 |
| 2004-08-01 | 144.8506721972040 |
| 2004-09-01 | 145.2822155508360 |
| 2004-10-01 | 145.6128587697490 |
| 2004-11-01 | 145.6838765987640 |
| 2004-12-01 | 146.5252455134850 |
| 2005-01-01 | 147.3486193108930 |
| 2005-02-01 | 147.8496106690100 |
| 2005-03-01 | 148.2434593477040 |
| 2005-04-01 | 148.2941258449420 |
| 2005-05-01 | 148.1774149865520 |
| 2005-06-01 | 147.4825357764990 |
| 2005-07-01 | 148.5463140517650 |
| 2005-08-01 | 149.3409002871770 |
| 2005-09-01 | 150.0799342723520 |
| 2005-10-01 | 150.9784311991910 |
| 2005-11-01 | 151.5661390277800 |
| 2005-12-01 | 151.6137692902310 |
| 2006-01-01 | 151.3570257778460 |
| 2006-02-01 | 151.3884951489260 |
| 2006-03-01 | 152.3055281880940 |
| 2006-04-01 | 151.1280610696360 |
| 2006-05-01 | 152.0088780787510 |
| 2006-06-01 | 151.8229782181580 |
| 2006-07-01 | 152.3763842962030 |
| 2006-08-01 | 152.4623881832960 |
| 2006-09-01 | 153.3109302500910 |
| 2006-10-01 | 152.3450082851900 |
| 2006-11-01 | 153.0494179560080 |
| 2006-12-01 | 153.2198933353710 |
| 2007-01-01 | 153.7240906019950 |
| 2007-02-01 | 154.0704871629140 |
| 2007-03-01 | 154.3708044798980 |
| 2007-04-01 | 154.8005318112640 |
| 2007-05-01 | 155.4815626022190 |
| 2007-06-01 | 156.8113702320900 |
| 2007-07-01 | 155.7132894860960 |
| 2007-08-01 | 155.9072431708200 |
| 2007-09-01 | 156.4161774299470 |
| 2007-10-01 | 155.6898255454440 |
| 2007-11-01 | 156.1102389882070 |
| 2007-12-01 | 156.3244891806740 |
| 2008-01-01 | 157.2491072060420 |
| 2008-02-01 | 157.5816555602200 |
| 2008-03-01 | 157.6023967206290 |
| 2008-04-01 | 158.3012353334770 |
| 2008-05-01 | 158.5309119736160 |
| 2008-06-01 | 158.5666490025430 |
| 2008-07-01 | 158.7796427440340 |
| 2008-08-01 | 158.8078143320380 |
| 2008-09-01 | 159.3346966358360 |
| 2008-10-01 | 159.5318963663940 |
| 2008-11-01 | 159.5911608817060 |
| 2008-12-01 | 159.9188110247530 |
| 2009-01-01 | 158.9682683606420 |
| 2009-02-01 | 159.8030922621930 |
| 2009-03-01 | 159.8387982962300 |
| 2009-04-01 | 159.7955687737550 |
| 2009-05-01 | 159.9825499898310 |
| 2009-06-01 | 159.9033516166310 |
| 2009-07-01 | 159.2523213402340 |
| 2009-08-01 | 159.5464560025290 |
| 2009-09-01 | 159.3673033625710 |
| 2009-10-01 | 160.1996277866740 |
| 2009-11-01 | 160.5365121427560 |
| 2009-12-01 | 159.8874135843480 |
| 2010-01-01 | 159.6831775283900 |
| 2010-02-01 | 160.0135527390440 |
| 2010-03-01 | 160.3899492145350 |
| 2010-04-01 | 160.0704971655420 |
| 2010-05-01 | 160.2113484257040 |
| 2010-06-01 | 160.2902425040390 |
| 2010-07-01 | 161.0500734410120 |
| 2010-08-01 | 161.5975229411230 |
| 2010-09-01 | 161.6004934390810 |
| 2010-10-01 | 162.5753367654580 |
| 2010-11-01 | 162.8605251109140 |
| 2010-12-01 | 163.0365591897200 |
| 2011-01-01 | 163.2164006547370 |
| 2011-02-01 | 163.4094224231490 |
| 2011-03-01 | 163.4440217246100 |
| 2011-04-01 | 165.8469911739170 |
| 2011-05-01 | 165.5208579776330 |
| 2011-06-01 | 165.7655190479750 |
| 2011-07-01 | 166.7774604140220 |
| 2011-08-01 | 166.5686435977390 |
| 2011-09-01 | 167.0425731856100 |
| 2011-10-01 | 166.3763424787440 |
| 2011-11-01 | 166.2681486323350 |
| 2011-12-01 | 166.7581236744190 |
| 2012-01-01 | 167.6237527432770 |
| 2012-02-01 | 168.4321352828030 |
| 2012-03-01 | 168.7328049144320 |
| 2012-04-01 | 167.5002953660410 |
| 2012-05-01 | 167.4104947635730 |
| 2012-06-01 | 167.9382355353260 |
| 2012-07-01 | 167.7988107655010 |
| 2012-08-01 | 168.0785139834190 |
| 2012-09-01 | 167.7975325781530 |
| 2012-10-01 | 167.9383533041520 |
| 2012-11-01 | 168.0764363655490 |
| 2012-12-01 | 168.8213613586230 |
| 2013-01-01 | 168.5268542643070 |
| 2013-02-01 | 169.0527773979260 |
| 2013-03-01 | 168.7848657083840 |
| 2013-04-01 | 169.4203062933630 |
| 2013-05-01 | 169.2426694701940 |
| 2013-06-01 | 169.8224621854220 |
| 2013-07-01 | 169.7686384368530 |
| 2013-08-01 | 170.0267028519840 |
| 2013-09-01 | 170.3540634771280 |
| 2013-10-01 | 170.5966468237060 |
| 2013-11-01 | 170.5855891464200 |
| 2013-12-01 | 170.4631040240140 |
| 2014-01-01 | 170.0130171106060 |
| 2014-02-01 | 170.9887078806190 |
| 2014-03-01 | 171.2838530219830 |
| 2014-04-01 | 171.2087029666390 |
| 2014-05-01 | 171.6227675876630 |
| 2014-06-01 | 171.4873130824510 |
| 2014-07-01 | 171.4698797357870 |
| 2014-08-01 | 171.7165546326440 |
| 2014-09-01 | 171.6035633426860 |
| 2014-10-01 | 171.8305285112890 |
| 2014-11-01 | 172.0868672157830 |
| 2014-12-01 | 172.8514749676210 |
| 2015-01-01 | 172.2812356707030 |
| 2015-02-01 | 172.1321628313170 |
| 2015-03-01 | 172.7863431214380 |
| 2015-04-01 | 172.4868040468000 |
| 2015-05-01 | 172.9002358754010 |
| 2015-06-01 | 173.2583665579060 |
| 2015-07-01 | 173.9830084913350 |
| 2015-08-01 | 174.2694686054390 |
| 2015-09-01 | 173.8956096597810 |
| 2015-10-01 | 176.1214750761660 |
| 2015-11-01 | 176.3726243471100 |
| 2015-12-01 | 176.7755297209580 |
| 2016-01-01 | 177.0181214735650 |
| 2016-02-01 | 177.1119402746200 |
| 2016-03-01 | 177.3018244387860 |
| 2016-04-01 | 178.1619032480620 |
| 2016-05-01 | 178.3855819649060 |
| 2016-06-01 | 177.9368636045710 |
| 2016-07-01 | 178.5660748090700 |
| 2016-08-01 | 178.5997894535680 |
| 2016-09-01 | 179.2035361006860 |
| 2016-10-01 | 178.8086818627310 |
| 2016-11-01 | 178.7583260704020 |
| 2016-12-01 | 179.2470335282820 |
| 2017-01-01 | 179.3170054158570 |
| 2017-02-01 | 179.9512037256280 |
| 2017-03-01 | 179.9448356663490 |
| 2017-04-01 | 180.2697267286210 |
| 2017-05-01 | 180.8180265116170 |
| 2017-06-01 | 181.2355469411030 |
| 2017-07-01 | 181.1190777262790 |
| 2017-08-01 | 181.2780056738480 |
| 2017-09-01 | 181.9277104125950 |
| 2017-10-01 | 182.0302512620960 |
| 2017-11-01 | 182.4689953572150 |
| 2017-12-01 | 182.9138967868630 |
| 2018-01-01 | 183.3452226779250 |
| 2018-02-01 | 183.7440740461580 |
| 2018-03-01 | 184.3711496077640 |
| 2018-04-01 | 184.6484623152290 |
| 2018-05-01 | 184.3812696578620 |
| 2018-06-01 | 185.0080152667940 |
| 2018-07-01 | 184.6344592788050 |
| 2018-08-01 | 185.0676482608040 |
| 2018-09-01 | 184.6228552181290 |
| 2018-10-01 | 184.7970476205590 |
| 2018-11-01 | 184.9521771391760 |
| 2018-12-01 | 184.9056475171210 |
| 2019-01-01 | 186.1116114819550 |
| 2019-02-01 | 185.9019927844050 |
| 2019-03-01 | 186.5834561584190 |
| 2019-04-01 | 187.4254371259790 |
| 2019-05-01 | 187.4422578162200 |
| 2019-06-01 | 187.5164682137380 |
| 2019-07-01 | 187.8878107670850 |
| 2019-08-01 | 188.4506917207020 |
| 2019-09-01 | 188.4799961679610 |
| 2019-10-01 | 188.2793411369390 |
| 2019-11-01 | 188.7611501874550 |
| 2019-12-01 | 188.7805401848740 |
| 2020-01-01 | 188.2574316022490 |
| 2020-02-01 | 188.6798523217290 |
| 2020-03-01 | 187.5250770369540 |
| 2020-04-01 | 149.3022782759760 |
| 2020-05-01 | 151.4102946635340 |
| 2020-06-01 | 161.4173110265790 |
| 2020-07-01 | 166.5526032771110 |
| 2020-08-01 | 169.2387524881450 |
| 2020-09-01 | 171.4375635190550 |
| 2020-10-01 | 172.3528580326410 |
| 2020-11-01 | 172.5817453744480 |
| 2020-12-01 | 173.5711386313020 |
| 2021-01-01 | 174.2591595005660 |
| 2021-02-01 | 174.8086419232300 |
| 2021-03-01 | 175.3499097734370 |
| 2021-04-01 | 174.3112378848840 |
| 2021-05-01 | 173.7157403683060 |
| 2021-06-01 | 175.5216917340210 |
| 2021-07-01 | 175.1423127818130 |
| 2021-08-01 | 174.8271208394870 |
| 2021-09-01 | 174.3504389984470 |
| 2021-10-01 | 175.4057379230330 |
| 2021-11-01 | 175.5536066750650 |
| 2021-12-01 | 175.0508554015210 |
| 2022-01-01 | 175.6740669875480 |
| 2022-02-01 | 176.3742575197850 |
| 2022-03-01 | 176.6935515448520 |
| 2022-04-01 | 178.6183825431190 |
| 2022-05-01 | 178.6689994001930 |
| 2022-06-01 | 178.4995012828530 |
| 2022-07-01 | 180.7058022250720 |
| 2022-08-01 | 181.0973433780410 |
| 2022-09-01 | 181.5192706166210 |
| 2022-10-01 | 181.9735517287940 |
| 2022-11-01 | 183.0403732529210 |
| 2022-12-01 | 184.6900548884580 |
| 2023-01-01 | 186.0934566746150 |
| 2023-02-01 | 186.5392692909480 |
| 2023-03-01 | 187.6381374634590 |
| 2023-04-01 | 188.1058712159360 |
| 2023-05-01 | 189.1022389008440 |
| 2023-06-01 | 190.2722692083100 |
| 2023-07-01 | 191.1668551529360 |
| 2023-08-01 | 191.8100877296850 |
| 2023-09-01 | 192.2987454514010 |
| 2023-10-01 | 192.1341613197050 |
| 2023-11-01 | 192.8044645526210 |
| 2023-12-01 | 193.4061092689480 |
| 2024-01-01 | 193.6645721198670 |
| 2024-02-01 | 194.3446960037400 |
| 2024-03-01 | 194.2199716009100 |
| 2024-04-01 | 195.1915590418090 |
| 2024-05-01 | 195.9820149473610 |
| 2024-06-01 | 195.8527092643770 |
| 2024-07-01 | 196.0819709940690 |
| 2024-08-01 | 197.0302300944820 |
| 2024-09-01 | 197.9286905167690 |
| 2024-10-01 | 198.0759797928360 |
| 2024-11-01 | 198.3119126647120 |
| 2024-12-01 | 199.0235662493910 |
| 2025-01-01 | 197.8404643222900 |
| 2025-02-01 | 199.2192608181910 |
| 2025-03-01 | 200.1637367616990 |
| 2025-04-01 | 201.6226642448210 |
| 2025-05-01 | 199.6592868443250 |
| 2025-06-01 | 200.0684801452190 |
| 2025-07-01 | 199.8229796273930 |
| 2025-08-01 | 199.7351058892600 |
| 2025-09-01 | 199.9669726387080 |
| 2025-10-01 | 201.7567023229310 |
| 2025-11-01 | 202.1451347597410 |
| 2025-12-01 | 201.9468797641100 |