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 2026-06-01 |
| Last Updated | 2026-07-22 10:16 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 | 85.9258063958385 |
| 1990-02-01 | 86.5280978111228 |
| 1990-03-01 | 87.0226024305956 |
| 1990-04-01 | 87.9423674642763 |
| 1990-05-01 | 88.2533144543595 |
| 1990-06-01 | 89.0244052967377 |
| 1990-07-01 | 89.7139505917525 |
| 1990-08-01 | 90.0542868941312 |
| 1990-09-01 | 90.7868478551983 |
| 1990-10-01 | 89.6250201341222 |
| 1990-11-01 | 89.9927188925826 |
| 1990-12-01 | 90.1749955644758 |
| 1991-01-01 | 91.0800692211170 |
| 1991-02-01 | 91.0589522362740 |
| 1991-03-01 | 91.4242468495872 |
| 1991-04-01 | 91.7148294114873 |
| 1991-05-01 | 92.3172744801773 |
| 1991-06-01 | 92.7870500264969 |
| 1991-07-01 | 92.9415207465147 |
| 1991-08-01 | 93.5842795413258 |
| 1991-09-01 | 94.4153366408854 |
| 1991-10-01 | 94.9497332386542 |
| 1991-11-01 | 95.6646834490961 |
| 1991-12-01 | 96.1744457615200 |
| 1992-01-01 | 96.9366665910581 |
| 1992-02-01 | 97.0510200157223 |
| 1992-03-01 | 97.2680567316306 |
| 1992-04-01 | 97.4984594934841 |
| 1992-05-01 | 98.0528426439104 |
| 1992-06-01 | 98.4206782518980 |
| 1992-07-01 | 99.1231924530072 |
| 1992-08-01 | 99.2913834586002 |
| 1992-09-01 | 98.9848656967467 |
| 1992-10-01 | 99.5788992083110 |
| 1992-11-01 | 99.7042069248903 |
| 1992-12-01 | 100.1642730040250 |
| 1993-01-01 | 99.7477812810202 |
| 1993-02-01 | 99.9453049382149 |
| 1993-03-01 | 100.5478460292590 |
| 1993-04-01 | 101.3871658454530 |
| 1993-05-01 | 101.3747642908270 |
| 1993-06-01 | 101.7238283241450 |
| 1993-07-01 | 102.1594469433510 |
| 1993-08-01 | 102.2566751172650 |
| 1993-09-01 | 102.6672551481690 |
| 1993-10-01 | 103.0314785350570 |
| 1993-11-01 | 103.2455753142870 |
| 1993-12-01 | 103.6352619964120 |
| 1994-01-01 | 103.5570328161480 |
| 1994-02-01 | 103.9057221653150 |
| 1994-03-01 | 104.3816211264030 |
| 1994-04-01 | 104.7678090966580 |
| 1994-05-01 | 105.1846854141200 |
| 1994-06-01 | 105.3093463492670 |
| 1994-07-01 | 105.7467724726720 |
| 1994-08-01 | 106.2674283440670 |
| 1994-09-01 | 107.1655397005960 |
| 1994-10-01 | 106.5785657098070 |
| 1994-11-01 | 107.2112242048990 |
| 1994-12-01 | 107.3253805367370 |
| 1995-01-01 | 107.7303297339830 |
| 1995-02-01 | 108.1482622048350 |
| 1995-03-01 | 108.2021918022780 |
| 1995-04-01 | 107.9398721533210 |
| 1995-05-01 | 108.0858365397340 |
| 1995-06-01 | 108.7871160495830 |
| 1995-07-01 | 108.9497208733830 |
| 1995-08-01 | 109.1665414688590 |
| 1995-09-01 | 109.6359309078140 |
| 1995-10-01 | 110.8324119984400 |
| 1995-11-01 | 111.4102740977750 |
| 1995-12-01 | 111.5301242924130 |
| 1996-01-01 | 112.4156037895910 |
| 1996-02-01 | 112.9155516827870 |
| 1996-03-01 | 112.8203736794890 |
| 1996-04-01 | 113.3981652131520 |
| 1996-05-01 | 113.7678897328690 |
| 1996-06-01 | 113.6923065294140 |
| 1996-07-01 | 113.4442983560440 |
| 1996-08-01 | 114.7879904513420 |
| 1996-09-01 | 115.4413888853260 |
| 1996-10-01 | 115.4326335708200 |
| 1996-11-01 | 115.9086740490260 |
| 1996-12-01 | 116.6509379662830 |
| 1997-01-01 | 116.6081343890840 |
| 1997-02-01 | 116.8427463356010 |
| 1997-03-01 | 117.1948501813680 |
| 1997-04-01 | 117.2238150670260 |
| 1997-05-01 | 117.7690245384590 |
| 1997-06-01 | 118.1135808481780 |
| 1997-07-01 | 118.1923227544270 |
| 1997-08-01 | 118.8636970300590 |
| 1997-09-01 | 118.7117608729000 |
| 1997-10-01 | 118.8276476435220 |
| 1997-11-01 | 118.7650917476570 |
| 1997-12-01 | 119.0860320912140 |
| 1998-01-01 | 119.9966488724060 |
| 1998-02-01 | 120.0688786383260 |
| 1998-03-01 | 120.3271650098560 |
| 1998-04-01 | 119.9298310797380 |
| 1998-05-01 | 120.0341580237600 |
| 1998-06-01 | 120.0675692637230 |
| 1998-07-01 | 119.5453853156810 |
| 1998-08-01 | 119.3889281309320 |
| 1998-09-01 | 119.4649872934400 |
| 1998-10-01 | 119.4805209150460 |
| 1998-11-01 | 118.8747567405260 |
| 1998-12-01 | 119.2917098437100 |
| 1999-01-01 | 119.2888312968330 |
| 1999-02-01 | 119.5236962125150 |
| 1999-03-01 | 119.7115678113470 |
| 1999-04-01 | 120.2768047678020 |
| 1999-05-01 | 120.2753052418960 |
| 1999-06-01 | 120.0863586798270 |
| 1999-07-01 | 120.1411091866940 |
| 1999-08-01 | 119.8786477396390 |
| 1999-09-01 | 120.0874516104830 |
| 1999-10-01 | 120.6379815018370 |
| 1999-11-01 | 120.7070467824700 |
| 1999-12-01 | 120.9658441889150 |
| 2000-01-01 | 121.3184482023620 |
| 2000-02-01 | 121.5533261141010 |
| 2000-03-01 | 121.9105706984670 |
| 2000-04-01 | 122.4751950101380 |
| 2000-05-01 | 122.2615234610260 |
| 2000-06-01 | 122.6379140260170 |
| 2000-07-01 | 122.7106202082350 |
| 2000-08-01 | 123.1000964412800 |
| 2000-09-01 | 123.2285514188380 |
| 2000-10-01 | 122.8361974439320 |
| 2000-11-01 | 123.6266472460040 |
| 2000-12-01 | 123.4362619925410 |
| 2001-01-01 | 122.8785294858270 |
| 2001-02-01 | 122.9299856926120 |
| 2001-03-01 | 123.4302623541310 |
| 2001-04-01 | 124.2023426176850 |
| 2001-05-01 | 124.8645253222310 |
| 2001-06-01 | 125.6863954722620 |
| 2001-07-01 | 126.2007775070030 |
| 2001-08-01 | 127.5222913122080 |
| 2001-09-01 | 127.0235933140490 |
| 2001-10-01 | 127.4402738980100 |
| 2001-11-01 | 127.9724379549020 |
| 2001-12-01 | 128.2779484013650 |
| 2002-01-01 | 128.5234040354160 |
| 2002-02-01 | 128.6703863729700 |
| 2002-03-01 | 128.9142514776900 |
| 2002-04-01 | 131.2399221230190 |
| 2002-05-01 | 131.8232009914350 |
| 2002-06-01 | 133.0647756730860 |
| 2002-07-01 | 132.9665791341640 |
| 2002-08-01 | 134.0681594609640 |
| 2002-09-01 | 132.8084377493810 |
| 2002-10-01 | 133.5104494792810 |
| 2002-11-01 | 134.0662018770730 |
| 2002-12-01 | 133.9438603439210 |
| 2003-01-01 | 137.2206733458280 |
| 2003-02-01 | 137.8929846340350 |
| 2003-03-01 | 137.7662039797720 |
| 2003-04-01 | 136.4996336932110 |
| 2003-05-01 | 137.1292536686680 |
| 2003-06-01 | 136.3177563848750 |
| 2003-07-01 | 137.5639079370430 |
| 2003-08-01 | 137.6885186546680 |
| 2003-09-01 | 138.3635830085070 |
| 2003-10-01 | 139.0961508302970 |
| 2003-11-01 | 139.2103356189980 |
| 2003-12-01 | 139.9679061774790 |
| 2004-01-01 | 140.1728025301130 |
| 2004-02-01 | 140.4753360569460 |
| 2004-03-01 | 141.0910419079060 |
| 2004-04-01 | 142.3489459804330 |
| 2004-05-01 | 143.0376862338420 |
| 2004-06-01 | 141.8530444191700 |
| 2004-07-01 | 144.5184928700940 |
| 2004-08-01 | 144.8513306297670 |
| 2004-09-01 | 145.2911282346660 |
| 2004-10-01 | 145.5964432343540 |
| 2004-11-01 | 145.6801762076980 |
| 2004-12-01 | 146.5244737859200 |
| 2005-01-01 | 147.3508050263360 |
| 2005-02-01 | 147.8068368661400 |
| 2005-03-01 | 148.2499481934040 |
| 2005-04-01 | 148.2652304043350 |
| 2005-05-01 | 148.1808019802040 |
| 2005-06-01 | 147.5456641941110 |
| 2005-07-01 | 148.5480290047340 |
| 2005-08-01 | 149.3410004695120 |
| 2005-09-01 | 150.0900574566430 |
| 2005-10-01 | 150.9564685308830 |
| 2005-11-01 | 151.5645920959040 |
| 2005-12-01 | 151.6138358499100 |
| 2006-01-01 | 151.3587947353990 |
| 2006-02-01 | 151.3660878053860 |
| 2006-03-01 | 152.3098485974800 |
| 2006-04-01 | 151.1086225446590 |
| 2006-05-01 | 152.0119123114000 |
| 2006-06-01 | 151.8577649397060 |
| 2006-07-01 | 152.3785468792030 |
| 2006-08-01 | 152.4629477744130 |
| 2006-09-01 | 153.3194095599580 |
| 2006-10-01 | 152.3220733931940 |
| 2006-11-01 | 153.0575244855900 |
| 2006-12-01 | 153.2183677819990 |
| 2007-01-01 | 153.7230517603680 |
| 2007-02-01 | 154.0681881174120 |
| 2007-03-01 | 154.3722287111320 |
| 2007-04-01 | 154.7854327435930 |
| 2007-05-01 | 155.4842286838300 |
| 2007-06-01 | 156.8207937226390 |
| 2007-07-01 | 155.7141190235780 |
| 2007-08-01 | 155.9078403803750 |
| 2007-09-01 | 156.4265171932320 |
| 2007-10-01 | 155.6688630573940 |
| 2007-11-01 | 156.1310016775240 |
| 2007-12-01 | 156.3244108706110 |
| 2008-01-01 | 157.2471949809200 |
| 2008-02-01 | 157.5761998168030 |
| 2008-03-01 | 157.6078846410170 |
| 2008-04-01 | 158.2896522877490 |
| 2008-05-01 | 158.5288721868770 |
| 2008-06-01 | 158.5617444385470 |
| 2008-07-01 | 158.7779303190940 |
| 2008-08-01 | 158.8061253176520 |
| 2008-09-01 | 159.3472033017930 |
| 2008-10-01 | 159.5142723227020 |
| 2008-11-01 | 159.6373748250930 |
| 2008-12-01 | 159.9189442958390 |
| 2009-01-01 | 158.9695584619380 |
| 2009-02-01 | 159.7688287865860 |
| 2009-03-01 | 159.8515811588100 |
| 2009-04-01 | 159.7822320501930 |
| 2009-05-01 | 159.9802700749940 |
| 2009-06-01 | 159.8916853692660 |
| 2009-07-01 | 159.2512107381610 |
| 2009-08-01 | 159.5442626778990 |
| 2009-09-01 | 159.3805146661320 |
| 2009-10-01 | 160.1893097469620 |
| 2009-11-01 | 160.6011207543170 |
| 2009-12-01 | 159.8895565558880 |
| 2010-01-01 | 159.6873096366180 |
| 2010-02-01 | 159.9484433270720 |
| 2010-03-01 | 160.4073257683770 |
| 2010-04-01 | 160.0536090955240 |
| 2010-05-01 | 160.2079931851700 |
| 2010-06-01 | 160.2822484717400 |
| 2010-07-01 | 161.0498250355530 |
| 2010-08-01 | 161.5943574144150 |
| 2010-09-01 | 161.6135930024870 |
| 2010-10-01 | 162.5700321691980 |
| 2010-11-01 | 162.9401271553980 |
| 2010-12-01 | 163.0360468398540 |
| 2011-01-01 | 163.2354765735670 |
| 2011-02-01 | 163.3120413504780 |
| 2011-03-01 | 163.4612624189000 |
| 2011-04-01 | 165.8216811922480 |
| 2011-05-01 | 165.5210047491470 |
| 2011-06-01 | 165.7645031300480 |
| 2011-07-01 | 166.7794775263830 |
| 2011-08-01 | 166.5673384032290 |
| 2011-09-01 | 167.0560509722890 |
| 2011-10-01 | 166.3755202354130 |
| 2011-11-01 | 166.3416606904410 |
| 2011-12-01 | 166.7581220800680 |
| 2012-01-01 | 167.6558171172080 |
| 2012-02-01 | 168.3213439460870 |
| 2012-03-01 | 168.7465405608670 |
| 2012-04-01 | 167.4732319780330 |
| 2012-05-01 | 167.4121549852780 |
| 2012-06-01 | 167.9402634144370 |
| 2012-07-01 | 167.8034556533320 |
| 2012-08-01 | 168.0779783622460 |
| 2012-09-01 | 167.8119111090950 |
| 2012-10-01 | 167.9371163747310 |
| 2012-11-01 | 168.1381962838840 |
| 2012-12-01 | 168.8200555523930 |
| 2013-01-01 | 168.5748827338530 |
| 2013-02-01 | 168.9385809139800 |
| 2013-03-01 | 168.7934006998460 |
| 2013-04-01 | 169.3941818620270 |
| 2013-05-01 | 169.2476141790340 |
| 2013-06-01 | 169.8273897492850 |
| 2013-07-01 | 169.7752749105220 |
| 2013-08-01 | 170.0288429907470 |
| 2013-09-01 | 170.3630862083790 |
| 2013-10-01 | 170.5996347107020 |
| 2013-11-01 | 170.6220762818480 |
| 2013-12-01 | 170.4633228435270 |
| 2014-01-01 | 170.0603190406870 |
| 2014-02-01 | 170.8999448563130 |
| 2014-03-01 | 171.2847366809280 |
| 2014-04-01 | 171.1897435067770 |
| 2014-05-01 | 171.6270000815770 |
| 2014-06-01 | 171.4928775882090 |
| 2014-07-01 | 171.4766286041140 |
| 2014-08-01 | 171.7199886794820 |
| 2014-09-01 | 171.6056037710540 |
| 2014-10-01 | 171.8349468311690 |
| 2014-11-01 | 172.1030516283430 |
| 2014-12-01 | 172.8477487299730 |
| 2015-01-01 | 172.3243224965310 |
| 2015-02-01 | 172.0751803858470 |
| 2015-03-01 | 172.7812827115520 |
| 2015-04-01 | 172.4776331708230 |
| 2015-05-01 | 172.9052961833900 |
| 2015-06-01 | 173.2642095143300 |
| 2015-07-01 | 173.9886252414400 |
| 2015-08-01 | 174.2738499658610 |
| 2015-09-01 | 173.8888669255140 |
| 2015-10-01 | 176.1265083676290 |
| 2015-11-01 | 176.3696418415670 |
| 2015-12-01 | 176.7699197728250 |
| 2016-01-01 | 177.0429001973940 |
| 2016-02-01 | 177.0876832329230 |
| 2016-03-01 | 177.3012017325360 |
| 2016-04-01 | 178.1663589265810 |
| 2016-05-01 | 178.3923006342970 |
| 2016-06-01 | 177.9427032676410 |
| 2016-07-01 | 178.5691044289450 |
| 2016-08-01 | 178.6006193999060 |
| 2016-09-01 | 179.1907139003750 |
| 2016-10-01 | 178.8059171271630 |
| 2016-11-01 | 178.7486624801090 |
| 2016-12-01 | 179.2370332166080 |
| 2017-01-01 | 179.3232043549570 |
| 2017-02-01 | 179.9285498665100 |
| 2017-03-01 | 179.9816109660410 |
| 2017-04-01 | 180.2796985143620 |
| 2017-05-01 | 180.8422885295670 |
| 2017-06-01 | 181.2327309272760 |
| 2017-07-01 | 181.1204551938150 |
| 2017-08-01 | 181.2753635992370 |
| 2017-09-01 | 181.8951032028250 |
| 2017-10-01 | 182.0228216502320 |
| 2017-11-01 | 182.4565626920190 |
| 2017-12-01 | 182.9014731685670 |
| 2018-01-01 | 183.3329515387720 |
| 2018-02-01 | 183.7245876874380 |
| 2018-03-01 | 184.4489507274920 |
| 2018-04-01 | 184.6569213455230 |
| 2018-05-01 | 184.4267754765530 |
| 2018-06-01 | 184.9952386834180 |
| 2018-07-01 | 184.6316219326450 |
| 2018-08-01 | 185.0590907714280 |
| 2018-09-01 | 184.5709845072280 |
| 2018-10-01 | 184.7858272784710 |
| 2018-11-01 | 184.9374605495300 |
| 2018-12-01 | 184.8906513825920 |
| 2019-01-01 | 186.0964355602960 |
| 2019-02-01 | 185.8835901578500 |
| 2019-03-01 | 186.7022639270380 |
| 2019-04-01 | 187.4253942533500 |
| 2019-05-01 | 187.5161117389420 |
| 2019-06-01 | 187.4654686278590 |
| 2019-07-01 | 187.8830332476030 |
| 2019-08-01 | 188.4374396540500 |
| 2019-09-01 | 188.4094633283560 |
| 2019-10-01 | 188.2682130348990 |
| 2019-11-01 | 188.7506884552860 |
| 2019-12-01 | 188.7718336541780 |
| 2020-01-01 | 188.2523371473670 |
| 2020-02-01 | 188.6764364670350 |
| 2020-03-01 | 187.6612913452230 |
| 2020-04-01 | 149.2976094311230 |
| 2020-05-01 | 151.4763070551800 |
| 2020-06-01 | 161.3391755339310 |
| 2020-07-01 | 166.5357272420350 |
| 2020-08-01 | 169.2161331132130 |
| 2020-09-01 | 171.3708964218650 |
| 2020-10-01 | 172.3468708851740 |
| 2020-11-01 | 172.5819252710450 |
| 2020-12-01 | 173.5761905748470 |
| 2021-01-01 | 174.2700099264800 |
| 2021-02-01 | 174.8226972770880 |
| 2021-03-01 | 175.4936437140240 |
| 2021-04-01 | 174.3135051610090 |
| 2021-05-01 | 173.7920843246120 |
| 2021-06-01 | 175.3830323577900 |
| 2021-07-01 | 175.0936131279840 |
| 2021-08-01 | 174.7703232148420 |
| 2021-09-01 | 174.2833523651840 |
| 2021-10-01 | 175.4213218760900 |
| 2021-11-01 | 175.5673758895870 |
| 2021-12-01 | 175.0943648913960 |
| 2022-01-01 | 175.6829673334360 |
| 2022-02-01 | 176.4169946560600 |
| 2022-03-01 | 176.8665007844740 |
| 2022-04-01 | 178.6475966792700 |
| 2022-05-01 | 178.7071072546310 |
| 2022-06-01 | 178.3311271369480 |
| 2022-07-01 | 180.6192129858550 |
| 2022-08-01 | 180.9569086410980 |
| 2022-09-01 | 181.4361736527230 |
| 2022-10-01 | 182.0486690087060 |
| 2022-11-01 | 183.0931737997680 |
| 2022-12-01 | 184.7434073287070 |
| 2023-01-01 | 186.0737833623220 |
| 2023-02-01 | 186.6351611039080 |
| 2023-03-01 | 187.8607779914990 |
| 2023-04-01 | 188.1897297051600 |
| 2023-05-01 | 189.1204876173420 |
| 2023-06-01 | 190.0582922769640 |
| 2023-07-01 | 191.0321331161730 |
| 2023-08-01 | 191.5548587815520 |
| 2023-09-01 | 192.1707121866320 |
| 2023-10-01 | 192.2953510049260 |
| 2023-11-01 | 192.9067102124150 |
| 2023-12-01 | 193.4657741466390 |
| 2024-01-01 | 193.5821582901580 |
| 2024-02-01 | 194.5013573812530 |
| 2024-03-01 | 194.5017802969860 |
| 2024-04-01 | 195.2388574928060 |
| 2024-05-01 | 195.9752459589610 |
| 2024-06-01 | 195.9314522091240 |
| 2024-07-01 | 196.2053823083710 |
| 2024-08-01 | 196.9560301468060 |
| 2024-09-01 | 198.5431010667420 |
| 2024-10-01 | 197.6305216150130 |
| 2024-11-01 | 197.9735157448760 |
| 2024-12-01 | 198.2598832177490 |
| 2025-01-01 | 200.1106886525450 |
| 2025-02-01 | 199.4266086370310 |
| 2025-03-01 | 200.2062462408880 |
| 2025-04-01 | 200.7251449007910 |
| 2025-05-01 | 201.1619825627820 |
| 2025-06-01 | 201.4355505444350 |
| 2025-07-01 | 201.3065530065150 |
| 2025-08-01 | 201.6730862746570 |
| 2025-09-01 | 201.7293771846040 |
| 2025-10-01 | 202.2809864334770 |
| 2025-11-01 | 202.8369118027980 |
| 2025-12-01 | 203.1723428668880 |
| 2026-01-01 | 202.7977088678900 |
| 2026-02-01 | 202.6590659226160 |
| 2026-03-01 | 202.7843231793380 |
| 2026-04-01 | 202.9003256511760 |
| 2026-05-01 | 202.4868909365500 |
| 2026-06-01 | 203.1343248205090 |