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 2026-05-01 |
| Last Updated | 2026-06-24 10:27 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 | 85.9258064002883 |
| 1990-02-01 | 86.5280978073065 |
| 1990-03-01 | 87.0226024332392 |
| 1990-04-01 | 87.9423674746822 |
| 1990-05-01 | 88.2533144588031 |
| 1990-06-01 | 89.0244053005526 |
| 1990-07-01 | 89.7139505959239 |
| 1990-08-01 | 90.0542868949750 |
| 1990-09-01 | 90.7868478173448 |
| 1990-10-01 | 89.6250201365548 |
| 1990-11-01 | 89.9927188950401 |
| 1990-12-01 | 90.1749955701759 |
| 1991-01-01 | 91.0800692249492 |
| 1991-02-01 | 91.0589522303930 |
| 1991-03-01 | 91.4242468520606 |
| 1991-04-01 | 91.7148294241095 |
| 1991-05-01 | 92.3172744855822 |
| 1991-06-01 | 92.7870500311531 |
| 1991-07-01 | 92.9415207507852 |
| 1991-08-01 | 93.5842795420678 |
| 1991-09-01 | 94.4153366009241 |
| 1991-10-01 | 94.9497332421704 |
| 1991-11-01 | 95.6646834527783 |
| 1991-12-01 | 96.1744457670342 |
| 1992-01-01 | 96.9366665932717 |
| 1992-02-01 | 97.0510200056585 |
| 1992-03-01 | 97.2680567322600 |
| 1992-04-01 | 97.4984595077504 |
| 1992-05-01 | 98.0528426570030 |
| 1992-06-01 | 98.4206782573590 |
| 1992-07-01 | 99.1231924586250 |
| 1992-08-01 | 99.2913834629949 |
| 1992-09-01 | 98.9848656452165 |
| 1992-10-01 | 99.5788992150854 |
| 1992-11-01 | 99.7042069299091 |
| 1992-12-01 | 100.1642730107530 |
| 1993-01-01 | 99.7477812857277 |
| 1993-02-01 | 99.9453048993176 |
| 1993-03-01 | 100.5478460343650 |
| 1993-04-01 | 101.3871658640580 |
| 1993-05-01 | 101.3747643185050 |
| 1993-06-01 | 101.7238283404340 |
| 1993-07-01 | 102.1594469605450 |
| 1993-08-01 | 102.2566751392500 |
| 1993-09-01 | 102.6672550810880 |
| 1993-10-01 | 103.0314785291810 |
| 1993-11-01 | 103.2455752962920 |
| 1993-12-01 | 103.6352619862340 |
| 1994-01-01 | 103.5570328199540 |
| 1994-02-01 | 103.9057221027960 |
| 1994-03-01 | 104.3816211467180 |
| 1994-04-01 | 104.7678091276130 |
| 1994-05-01 | 105.1846854672360 |
| 1994-06-01 | 105.3093463905550 |
| 1994-07-01 | 105.7467725262040 |
| 1994-08-01 | 106.2674284061530 |
| 1994-09-01 | 107.1655396200270 |
| 1994-10-01 | 106.5785656509590 |
| 1994-11-01 | 107.2112241165800 |
| 1994-12-01 | 107.3253804718980 |
| 1995-01-01 | 107.7303297140720 |
| 1995-02-01 | 108.1482621031760 |
| 1995-03-01 | 108.2021919530760 |
| 1995-04-01 | 107.9398721632750 |
| 1995-05-01 | 108.0858366201290 |
| 1995-06-01 | 108.7871161670370 |
| 1995-07-01 | 108.9497209840410 |
| 1995-08-01 | 109.1665415858670 |
| 1995-09-01 | 109.6359309006710 |
| 1995-10-01 | 110.8324120402170 |
| 1995-11-01 | 111.4102732750320 |
| 1995-12-01 | 111.5301243383900 |
| 1996-01-01 | 112.4156038429740 |
| 1996-02-01 | 112.9155516185980 |
| 1996-03-01 | 112.8203740164220 |
| 1996-04-01 | 113.3981651594650 |
| 1996-05-01 | 113.7678899052890 |
| 1996-06-01 | 113.6923067529780 |
| 1996-07-01 | 113.4442985351840 |
| 1996-08-01 | 114.7879905742020 |
| 1996-09-01 | 115.4413888462510 |
| 1996-10-01 | 115.4326335737180 |
| 1996-11-01 | 115.9086723314820 |
| 1996-12-01 | 116.6509381671440 |
| 1997-01-01 | 116.6081347119560 |
| 1997-02-01 | 116.8427465851120 |
| 1997-03-01 | 117.1948509343940 |
| 1997-04-01 | 117.2238150401970 |
| 1997-05-01 | 117.7690247833510 |
| 1997-06-01 | 118.1135810635280 |
| 1997-07-01 | 118.1923228521310 |
| 1997-08-01 | 118.8636970186960 |
| 1997-09-01 | 118.7117606461590 |
| 1997-10-01 | 118.8276466834620 |
| 1997-11-01 | 118.7650889387110 |
| 1997-12-01 | 119.0860326480280 |
| 1998-01-01 | 119.9966500511680 |
| 1998-02-01 | 120.0688800700980 |
| 1998-03-01 | 120.3271668097280 |
| 1998-04-01 | 119.9298314522670 |
| 1998-05-01 | 120.0341582090090 |
| 1998-06-01 | 120.0675690163270 |
| 1998-07-01 | 119.5453847847880 |
| 1998-08-01 | 119.3889277954250 |
| 1998-09-01 | 119.4649860110830 |
| 1998-10-01 | 119.4805179315050 |
| 1998-11-01 | 118.8747530160660 |
| 1998-12-01 | 119.2917106196770 |
| 1999-01-01 | 119.2888338845230 |
| 1999-02-01 | 119.5237001631960 |
| 1999-03-01 | 119.7115730790110 |
| 1999-04-01 | 120.2768060882720 |
| 1999-05-01 | 120.2753042714960 |
| 1999-06-01 | 120.0863560333880 |
| 1999-07-01 | 120.1411081233020 |
| 1999-08-01 | 119.8786472336230 |
| 1999-09-01 | 120.0874482357920 |
| 1999-10-01 | 120.6379764814940 |
| 1999-11-01 | 120.7070411197610 |
| 1999-12-01 | 120.9658422474080 |
| 2000-01-01 | 121.3184565172350 |
| 2000-02-01 | 121.5533337448870 |
| 2000-03-01 | 121.9105807425660 |
| 2000-04-01 | 122.4751973847660 |
| 2000-05-01 | 122.2615215031770 |
| 2000-06-01 | 122.6379071531180 |
| 2000-07-01 | 122.7106180830980 |
| 2000-08-01 | 123.1000954257380 |
| 2000-09-01 | 123.2285454541540 |
| 2000-10-01 | 122.8361906156270 |
| 2000-11-01 | 123.6266400920100 |
| 2000-12-01 | 123.4362569996070 |
| 2001-01-01 | 122.8785436982630 |
| 2001-02-01 | 122.9299970972600 |
| 2001-03-01 | 123.4302773892920 |
| 2001-04-01 | 124.2023465349370 |
| 2001-05-01 | 124.8645229682450 |
| 2001-06-01 | 125.6863815144100 |
| 2001-07-01 | 126.2007750420430 |
| 2001-08-01 | 127.5222900114240 |
| 2001-09-01 | 127.0235853704750 |
| 2001-10-01 | 127.4402659246310 |
| 2001-11-01 | 127.9724298437400 |
| 2001-12-01 | 128.2779401087780 |
| 2002-01-01 | 128.5234242800820 |
| 2002-02-01 | 128.6704008011550 |
| 2002-03-01 | 128.9142697817370 |
| 2002-04-01 | 131.2399275158030 |
| 2002-05-01 | 131.8231993884700 |
| 2002-06-01 | 133.0647545227380 |
| 2002-07-01 | 132.9665762139200 |
| 2002-08-01 | 134.0681578031460 |
| 2002-09-01 | 132.8084290217550 |
| 2002-10-01 | 133.5104414650210 |
| 2002-11-01 | 134.0661941764890 |
| 2002-12-01 | 133.9438516087110 |
| 2003-01-01 | 137.2206950719060 |
| 2003-02-01 | 137.8930003025640 |
| 2003-03-01 | 137.7662242432990 |
| 2003-04-01 | 136.4996402070270 |
| 2003-05-01 | 137.1292526182740 |
| 2003-06-01 | 136.3177304090350 |
| 2003-07-01 | 137.5639057852730 |
| 2003-08-01 | 137.6885174941690 |
| 2003-09-01 | 138.3635749936300 |
| 2003-10-01 | 139.0961439100490 |
| 2003-11-01 | 139.2103291092810 |
| 2003-12-01 | 139.9678971907160 |
| 2004-01-01 | 140.1728234286560 |
| 2004-02-01 | 140.4753495955570 |
| 2004-03-01 | 141.0910595074940 |
| 2004-04-01 | 142.3489522931490 |
| 2004-05-01 | 143.0376865129700 |
| 2004-06-01 | 141.8530181335260 |
| 2004-07-01 | 144.5184911750100 |
| 2004-08-01 | 144.8513297609470 |
| 2004-09-01 | 145.2911222361630 |
| 2004-10-01 | 145.5964376984440 |
| 2004-11-01 | 145.6801722340520 |
| 2004-12-01 | 146.5244680621500 |
| 2005-01-01 | 147.3508202666510 |
| 2005-02-01 | 147.8068468764050 |
| 2005-03-01 | 148.2499613595110 |
| 2005-04-01 | 148.2652361017170 |
| 2005-05-01 | 148.1808032896200 |
| 2005-06-01 | 147.5456410263550 |
| 2005-07-01 | 148.5480284266760 |
| 2005-08-01 | 149.3410002989530 |
| 2005-09-01 | 150.0900540296080 |
| 2005-10-01 | 150.9564638823100 |
| 2005-11-01 | 151.5645910048310 |
| 2005-12-01 | 151.6138337125680 |
| 2006-01-01 | 151.3588033317100 |
| 2006-02-01 | 151.3660936435660 |
| 2006-03-01 | 152.3098560921200 |
| 2006-04-01 | 151.1086267501740 |
| 2006-05-01 | 152.0119140607630 |
| 2006-06-01 | 151.8577488083740 |
| 2006-07-01 | 152.3785465897300 |
| 2006-08-01 | 152.4629478945760 |
| 2006-09-01 | 153.3194080703270 |
| 2006-10-01 | 152.3220697256830 |
| 2006-11-01 | 153.0575254096710 |
| 2006-12-01 | 153.2183691930770 |
| 2007-01-01 | 153.7230538168680 |
| 2007-02-01 | 154.0681907903220 |
| 2007-03-01 | 154.3722327478250 |
| 2007-04-01 | 154.7854355547730 |
| 2007-05-01 | 155.4842292986950 |
| 2007-06-01 | 156.8207845393160 |
| 2007-07-01 | 155.7141191557090 |
| 2007-08-01 | 155.9078409622750 |
| 2007-09-01 | 156.4265164039290 |
| 2007-10-01 | 155.6688601510300 |
| 2007-11-01 | 156.1310031094960 |
| 2007-12-01 | 156.3244119911760 |
| 2008-01-01 | 157.2471958875150 |
| 2008-02-01 | 157.5762008509900 |
| 2008-03-01 | 157.6078865958800 |
| 2008-04-01 | 158.2896535472280 |
| 2008-05-01 | 158.5288721173940 |
| 2008-06-01 | 158.5617406984130 |
| 2008-07-01 | 158.7779302524590 |
| 2008-08-01 | 158.8061256953840 |
| 2008-09-01 | 159.3472027132470 |
| 2008-10-01 | 159.5142704469870 |
| 2008-11-01 | 159.6373759281720 |
| 2008-12-01 | 159.9189450125910 |
| 2009-01-01 | 158.9695589301020 |
| 2009-02-01 | 159.7688292571650 |
| 2009-03-01 | 159.8515820523840 |
| 2009-04-01 | 159.7822323300480 |
| 2009-05-01 | 159.9802700060820 |
| 2009-06-01 | 159.8916839285670 |
| 2009-07-01 | 159.2512107451960 |
| 2009-08-01 | 159.5442629048270 |
| 2009-09-01 | 159.3805143122320 |
| 2009-10-01 | 160.1893087748110 |
| 2009-11-01 | 160.6011213332690 |
| 2009-12-01 | 159.8895568239330 |
| 2010-01-01 | 159.6873098341150 |
| 2010-02-01 | 159.9484436393320 |
| 2010-03-01 | 160.4073260730500 |
| 2010-04-01 | 160.0536087567320 |
| 2010-05-01 | 160.2079933087750 |
| 2010-06-01 | 160.2822479441850 |
| 2010-07-01 | 161.0498252810830 |
| 2010-08-01 | 161.5943578153410 |
| 2010-09-01 | 161.6135932990440 |
| 2010-10-01 | 162.5700324812650 |
| 2010-11-01 | 162.9401273475410 |
| 2010-12-01 | 163.0360463346220 |
| 2011-01-01 | 163.2354746550900 |
| 2011-02-01 | 163.3120402097360 |
| 2011-03-01 | 163.4612617152090 |
| 2011-04-01 | 165.8216809575770 |
| 2011-05-01 | 165.5210069603540 |
| 2011-06-01 | 165.7645059978720 |
| 2011-07-01 | 166.7794796468990 |
| 2011-08-01 | 166.5673390195980 |
| 2011-09-01 | 167.0560505778870 |
| 2011-10-01 | 166.3755197171020 |
| 2011-11-01 | 166.3416602858360 |
| 2011-12-01 | 166.7581188266810 |
| 2012-01-01 | 167.6558120848700 |
| 2012-02-01 | 168.3213396355280 |
| 2012-03-01 | 168.7465374024970 |
| 2012-04-01 | 167.4732333700510 |
| 2012-05-01 | 167.4121636298990 |
| 2012-06-01 | 167.9402742378420 |
| 2012-07-01 | 167.8034628364820 |
| 2012-08-01 | 168.0779789960100 |
| 2012-09-01 | 167.8119057359810 |
| 2012-10-01 | 167.9371109648380 |
| 2012-11-01 | 168.1381954088160 |
| 2012-12-01 | 168.8200486772050 |
| 2013-01-01 | 168.5748720516870 |
| 2013-02-01 | 168.9385731461400 |
| 2013-03-01 | 168.7933945728650 |
| 2013-04-01 | 169.3941788727000 |
| 2013-05-01 | 169.2476146549510 |
| 2013-06-01 | 169.8274645721090 |
| 2013-07-01 | 169.7752758889470 |
| 2013-08-01 | 170.0288427129960 |
| 2013-09-01 | 170.3630462636270 |
| 2013-10-01 | 170.5996305690410 |
| 2013-11-01 | 170.6220751035910 |
| 2013-12-01 | 170.4633116820880 |
| 2014-01-01 | 170.0603045736100 |
| 2014-02-01 | 170.8999345048110 |
| 2014-03-01 | 171.2847271955980 |
| 2014-04-01 | 171.1897361940220 |
| 2014-05-01 | 171.6269945064670 |
| 2014-06-01 | 171.4930221346620 |
| 2014-07-01 | 171.4766288796310 |
| 2014-08-01 | 171.7199922442100 |
| 2014-09-01 | 171.6055298752110 |
| 2014-10-01 | 171.8349391408750 |
| 2014-11-01 | 172.1030370635890 |
| 2014-12-01 | 172.8477127237590 |
| 2015-01-01 | 172.3242819634100 |
| 2015-02-01 | 172.0751584201590 |
| 2015-03-01 | 172.7812844799170 |
| 2015-04-01 | 172.4776565594600 |
| 2015-05-01 | 172.9053351428140 |
| 2015-06-01 | 173.2644661736350 |
| 2015-07-01 | 173.9886327304210 |
| 2015-08-01 | 174.2738301395750 |
| 2015-09-01 | 173.8887122435410 |
| 2015-10-01 | 176.1264484364100 |
| 2015-11-01 | 176.3695694934360 |
| 2015-12-01 | 176.7698158693800 |
| 2016-01-01 | 177.0427976699200 |
| 2016-02-01 | 177.0876415032540 |
| 2016-03-01 | 177.3012733649380 |
| 2016-04-01 | 178.1665346281550 |
| 2016-05-01 | 178.3925532616620 |
| 2016-06-01 | 177.9431300968200 |
| 2016-07-01 | 178.5691308198960 |
| 2016-08-01 | 178.6004728259160 |
| 2016-09-01 | 179.1903605835130 |
| 2016-10-01 | 178.8056692017570 |
| 2016-11-01 | 178.7484564622210 |
| 2016-12-01 | 179.2368289308060 |
| 2017-01-01 | 179.3229904737430 |
| 2017-02-01 | 179.9283798324260 |
| 2017-03-01 | 179.9818056700440 |
| 2017-04-01 | 180.2804127945790 |
| 2017-05-01 | 180.8429406907140 |
| 2017-06-01 | 181.2335704128780 |
| 2017-07-01 | 181.1205780763220 |
| 2017-08-01 | 181.2753569041290 |
| 2017-09-01 | 181.8930907690450 |
| 2017-10-01 | 182.0226395282010 |
| 2017-11-01 | 182.4563215134150 |
| 2017-12-01 | 182.9011681551930 |
| 2018-01-01 | 183.3326113278380 |
| 2018-02-01 | 183.7242463075690 |
| 2018-03-01 | 184.4491538238100 |
| 2018-04-01 | 184.6586976473460 |
| 2018-05-01 | 184.4282375586560 |
| 2018-06-01 | 184.9963917081170 |
| 2018-07-01 | 184.6319605556740 |
| 2018-08-01 | 185.0594539758450 |
| 2018-09-01 | 184.5660468446300 |
| 2018-10-01 | 184.7858966877350 |
| 2018-11-01 | 184.9373299088680 |
| 2018-12-01 | 184.8903126265300 |
| 2019-01-01 | 186.0959657654890 |
| 2019-02-01 | 185.8831061031580 |
| 2019-03-01 | 186.7023481842950 |
| 2019-04-01 | 187.4285782491670 |
| 2019-05-01 | 187.5179321514580 |
| 2019-06-01 | 187.4678862234450 |
| 2019-07-01 | 187.8832248091320 |
| 2019-08-01 | 188.4379745210920 |
| 2019-09-01 | 188.4013666022970 |
| 2019-10-01 | 188.2685322166250 |
| 2019-11-01 | 188.7506808055300 |
| 2019-12-01 | 188.7715416457880 |
| 2020-01-01 | 188.2518963961780 |
| 2020-02-01 | 188.6759690408710 |
| 2020-03-01 | 187.6612229597330 |
| 2020-04-01 | 149.3009364743200 |
| 2020-05-01 | 151.4778922198400 |
| 2020-06-01 | 161.3421021428420 |
| 2020-07-01 | 166.5356691179330 |
| 2020-08-01 | 169.2165237755800 |
| 2020-09-01 | 171.3622192006750 |
| 2020-10-01 | 172.3473407939510 |
| 2020-11-01 | 172.5821845464890 |
| 2020-12-01 | 173.5761533149180 |
| 2021-01-01 | 174.2696055363820 |
| 2021-02-01 | 174.8219123145750 |
| 2021-03-01 | 175.4928494480410 |
| 2021-04-01 | 174.3171755379430 |
| 2021-05-01 | 173.7933426282120 |
| 2021-06-01 | 175.3874203418020 |
| 2021-07-01 | 175.0937558150680 |
| 2021-08-01 | 174.7711225401140 |
| 2021-09-01 | 174.2753278791300 |
| 2021-10-01 | 175.4223482360030 |
| 2021-11-01 | 175.5680609672500 |
| 2021-12-01 | 175.0943979982890 |
| 2022-01-01 | 175.6825935956880 |
| 2022-02-01 | 176.4146940765310 |
| 2022-03-01 | 176.8635416743630 |
| 2022-04-01 | 178.6492959034930 |
| 2022-05-01 | 178.7077316393890 |
| 2022-06-01 | 178.3361933452190 |
| 2022-07-01 | 180.6209620687800 |
| 2022-08-01 | 180.9590798650360 |
| 2022-09-01 | 181.4309356858470 |
| 2022-10-01 | 182.0509788048290 |
| 2022-11-01 | 183.0955051440770 |
| 2022-12-01 | 184.7443049315790 |
| 2023-01-01 | 186.0732237955690 |
| 2023-02-01 | 186.6301594132460 |
| 2023-03-01 | 187.8529603768790 |
| 2023-04-01 | 188.1835897259870 |
| 2023-05-01 | 189.1171194856280 |
| 2023-06-01 | 190.0703695921610 |
| 2023-07-01 | 191.0372863544310 |
| 2023-08-01 | 191.5582400985870 |
| 2023-09-01 | 192.1695844977780 |
| 2023-10-01 | 192.2996170100610 |
| 2023-11-01 | 192.9124595772630 |
| 2023-12-01 | 193.4700288227790 |
| 2024-01-01 | 193.5832920487910 |
| 2024-02-01 | 194.4938188924460 |
| 2024-03-01 | 194.4876518742220 |
| 2024-04-01 | 195.2205841469690 |
| 2024-05-01 | 195.9617153646500 |
| 2024-06-01 | 195.9495030881010 |
| 2024-07-01 | 196.2157450383140 |
| 2024-08-01 | 196.9616557585460 |
| 2024-09-01 | 198.5471129354730 |
| 2024-10-01 | 197.6378422210390 |
| 2024-11-01 | 197.9840273250580 |
| 2024-12-01 | 198.2688658691600 |
| 2025-01-01 | 200.1141691416080 |
| 2025-02-01 | 199.4172274863930 |
| 2025-03-01 | 200.1856242160070 |
| 2025-04-01 | 200.6931091041090 |
| 2025-05-01 | 201.1359343619320 |
| 2025-06-01 | 201.4588771459880 |
| 2025-07-01 | 201.3227190876350 |
| 2025-08-01 | 201.6813013588640 |
| 2025-09-01 | 201.7372761086530 |
| 2025-10-01 | 202.2917649140610 |
| 2025-11-01 | 202.8522237264770 |
| 2025-12-01 | 203.1862507083780 |
| 2026-01-01 | 202.8042241691700 |
| 2026-02-01 | 202.6486573751730 |
| 2026-03-01 | 202.7588319947570 |
| 2026-04-01 | 202.8585362816760 |
| 2026-05-01 | 202.3500789899570 |