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 2026-04-01 |
| Last Updated | 2026-05-26 1:51 PM 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 | 85.9258064119884 |
| 1990-02-01 | 86.5280978917479 |
| 1990-03-01 | 87.0226024259742 |
| 1990-04-01 | 87.9423674106082 |
| 1990-05-01 | 88.2533144375164 |
| 1990-06-01 | 89.0244052823843 |
| 1990-07-01 | 89.7139505882941 |
| 1990-08-01 | 90.0542868861899 |
| 1990-09-01 | 90.7868479052169 |
| 1990-10-01 | 89.6250201063226 |
| 1990-11-01 | 89.9927188713547 |
| 1990-12-01 | 90.1749955550311 |
| 1991-01-01 | 91.0800692421861 |
| 1991-02-01 | 91.0589523471109 |
| 1991-03-01 | 91.4242468506710 |
| 1991-04-01 | 91.7148293470310 |
| 1991-05-01 | 92.3172744603053 |
| 1991-06-01 | 92.7870500087583 |
| 1991-07-01 | 92.9415207387398 |
| 1991-08-01 | 93.5842795255384 |
| 1991-09-01 | 94.4153366827217 |
| 1991-10-01 | 94.9497331886045 |
| 1991-11-01 | 95.6646834127353 |
| 1991-12-01 | 96.1744457589659 |
| 1992-01-01 | 96.9366666323475 |
| 1992-02-01 | 97.0510201842849 |
| 1992-03-01 | 97.2680567657683 |
| 1992-04-01 | 97.4984594396964 |
| 1992-05-01 | 98.0528425530913 |
| 1992-06-01 | 98.4206782451515 |
| 1992-07-01 | 99.1231924586973 |
| 1992-08-01 | 99.2913834346068 |
| 1992-09-01 | 98.9848656750060 |
| 1992-10-01 | 99.5788991288504 |
| 1992-11-01 | 99.7042068493358 |
| 1992-12-01 | 100.1642729549260 |
| 1993-01-01 | 99.7477812826750 |
| 1993-02-01 | 99.9453055181183 |
| 1993-03-01 | 100.5478460809660 |
| 1993-04-01 | 101.3871658059120 |
| 1993-05-01 | 101.3747640808220 |
| 1993-06-01 | 101.7238282276020 |
| 1993-07-01 | 102.1594467983910 |
| 1993-08-01 | 102.2566749363660 |
| 1993-09-01 | 102.6672550424770 |
| 1993-10-01 | 103.0314785452690 |
| 1993-11-01 | 103.2455753912690 |
| 1993-12-01 | 103.6352620995500 |
| 1994-01-01 | 103.5570329014940 |
| 1994-02-01 | 103.9057232139970 |
| 1994-03-01 | 104.3816211280760 |
| 1994-04-01 | 104.7678089510270 |
| 1994-05-01 | 105.1846848975990 |
| 1994-06-01 | 105.3093459618580 |
| 1994-07-01 | 105.7467719338280 |
| 1994-08-01 | 106.2674278484500 |
| 1994-09-01 | 107.1655395280780 |
| 1994-10-01 | 106.5785661018230 |
| 1994-11-01 | 107.2112249000850 |
| 1994-12-01 | 107.3253811957910 |
| 1995-01-01 | 107.7303299734580 |
| 1995-02-01 | 108.1482633871200 |
| 1995-03-01 | 108.2021922763970 |
| 1995-04-01 | 107.9398715393610 |
| 1995-05-01 | 108.0858353646940 |
| 1995-06-01 | 108.7871149515580 |
| 1995-07-01 | 108.9497197486510 |
| 1995-08-01 | 109.1665402329730 |
| 1995-09-01 | 109.6359297308020 |
| 1995-10-01 | 110.8324114457970 |
| 1995-11-01 | 111.4102813096200 |
| 1995-12-01 | 111.5301244747940 |
| 1996-01-01 | 112.4156038431170 |
| 1996-02-01 | 112.9155530145090 |
| 1996-03-01 | 112.8203756041200 |
| 1996-04-01 | 113.3981605153490 |
| 1996-05-01 | 113.7678886314710 |
| 1996-06-01 | 113.6923052705450 |
| 1996-07-01 | 113.4442963570580 |
| 1996-08-01 | 114.7879875215750 |
| 1996-09-01 | 115.4413856146660 |
| 1996-10-01 | 115.4326312842600 |
| 1996-11-01 | 115.9086884964690 |
| 1996-12-01 | 116.6509391545670 |
| 1997-01-01 | 116.6081367572140 |
| 1997-02-01 | 116.8427511016250 |
| 1997-03-01 | 117.1948558801920 |
| 1997-04-01 | 117.2238057661080 |
| 1997-05-01 | 117.7690197794290 |
| 1997-06-01 | 118.1135732175280 |
| 1997-07-01 | 118.1923158481410 |
| 1997-08-01 | 118.8636917917420 |
| 1997-09-01 | 118.7117572804390 |
| 1997-10-01 | 118.8276342402480 |
| 1997-11-01 | 118.7651326970200 |
| 1997-12-01 | 119.0860349177480 |
| 1998-01-01 | 119.9966554489700 |
| 1998-02-01 | 120.0688941602560 |
| 1998-03-01 | 120.3271770575940 |
| 1998-04-01 | 119.9298138738130 |
| 1998-05-01 | 120.0341399359560 |
| 1998-06-01 | 120.0675426160180 |
| 1998-07-01 | 119.5453627413450 |
| 1998-08-01 | 119.3889233627310 |
| 1998-09-01 | 119.4649880318700 |
| 1998-10-01 | 119.4805042710890 |
| 1998-11-01 | 118.8748225200030 |
| 1998-12-01 | 119.2917240092360 |
| 1999-01-01 | 119.2888517182320 |
| 1999-02-01 | 119.5237246493600 |
| 1999-03-01 | 119.7115896722640 |
| 1999-04-01 | 120.2768055210870 |
| 1999-05-01 | 120.2752840027560 |
| 1999-06-01 | 120.0861917458270 |
| 1999-07-01 | 120.1410905763420 |
| 1999-08-01 | 119.8786609862800 |
| 1999-09-01 | 120.0874662700630 |
| 1999-10-01 | 120.6379693508980 |
| 1999-11-01 | 120.7071588622240 |
| 1999-12-01 | 120.9659038441570 |
| 2000-01-01 | 121.3184584618730 |
| 2000-02-01 | 121.5533704216250 |
| 2000-03-01 | 121.9106051437500 |
| 2000-04-01 | 122.4752148095520 |
| 2000-05-01 | 122.2615012228780 |
| 2000-06-01 | 122.6375348785450 |
| 2000-07-01 | 122.7106116678320 |
| 2000-08-01 | 123.1001367231460 |
| 2000-09-01 | 123.2285933702500 |
| 2000-10-01 | 122.8362158171060 |
| 2000-11-01 | 123.6267933387140 |
| 2000-12-01 | 123.4363797099060 |
| 2001-01-01 | 122.8785363338570 |
| 2001-02-01 | 122.9300400714830 |
| 2001-03-01 | 123.4303081080880 |
| 2001-04-01 | 124.2024028449220 |
| 2001-05-01 | 124.8645372201540 |
| 2001-06-01 | 125.6856628800790 |
| 2001-07-01 | 126.2008199492300 |
| 2001-08-01 | 127.5223791655950 |
| 2001-09-01 | 127.0236739371920 |
| 2001-10-01 | 127.4403298925980 |
| 2001-11-01 | 127.9726302911740 |
| 2001-12-01 | 128.2781268714770 |
| 2002-01-01 | 128.5233962057400 |
| 2002-02-01 | 128.6704481180340 |
| 2002-03-01 | 128.9143049000870 |
| 2002-04-01 | 131.2400062499780 |
| 2002-05-01 | 131.8232439066990 |
| 2002-06-01 | 133.0637205935700 |
| 2002-07-01 | 132.9666646603380 |
| 2002-08-01 | 134.0682891547560 |
| 2002-09-01 | 132.8085585305750 |
| 2002-10-01 | 133.5105579968980 |
| 2002-11-01 | 134.0664094568800 |
| 2002-12-01 | 133.9440692830270 |
| 2003-01-01 | 137.2206728439420 |
| 2003-02-01 | 137.8930433948400 |
| 2003-03-01 | 137.7662590556130 |
| 2003-04-01 | 136.4997483984430 |
| 2003-05-01 | 137.1293335937060 |
| 2003-06-01 | 136.3164724773490 |
| 2003-07-01 | 137.5640418419180 |
| 2003-08-01 | 137.6886779204460 |
| 2003-09-01 | 138.3637312043370 |
| 2003-10-01 | 139.0963019601060 |
| 2003-11-01 | 139.2105474037510 |
| 2003-12-01 | 139.9681257776540 |
| 2004-01-01 | 140.1727892119790 |
| 2004-02-01 | 140.4753832277940 |
| 2004-03-01 | 141.0910884101400 |
| 2004-04-01 | 142.3490497222690 |
| 2004-05-01 | 143.0377682918350 |
| 2004-06-01 | 141.8517835997910 |
| 2004-07-01 | 144.5186281083480 |
| 2004-08-01 | 144.8514833059060 |
| 2004-09-01 | 145.2912854466450 |
| 2004-10-01 | 145.5966239635330 |
| 2004-11-01 | 145.6803532501420 |
| 2004-12-01 | 146.5246544257530 |
| 2005-01-01 | 147.3508048171190 |
| 2005-02-01 | 147.8068687891440 |
| 2005-03-01 | 148.2499810619900 |
| 2005-04-01 | 148.2653192615760 |
| 2005-05-01 | 148.1808804199530 |
| 2005-06-01 | 147.5445716419940 |
| 2005-07-01 | 148.5481499846270 |
| 2005-08-01 | 149.3411260539030 |
| 2005-09-01 | 150.0901987799410 |
| 2005-10-01 | 150.9566406183110 |
| 2005-11-01 | 151.5647325889590 |
| 2005-12-01 | 151.6139554446800 |
| 2006-01-01 | 151.3587989110850 |
| 2006-02-01 | 151.3661071001750 |
| 2006-03-01 | 152.3098658816610 |
| 2006-04-01 | 151.1086701350150 |
| 2006-05-01 | 152.0119520538560 |
| 2006-06-01 | 151.8570349722700 |
| 2006-07-01 | 152.3786115835890 |
| 2006-08-01 | 152.4630243635470 |
| 2006-09-01 | 153.3195173553560 |
| 2006-10-01 | 152.3222130139790 |
| 2006-11-01 | 153.0576112327230 |
| 2006-12-01 | 153.2184204880010 |
| 2007-01-01 | 153.7230696126040 |
| 2007-02-01 | 154.0681963086840 |
| 2007-03-01 | 154.3722336554970 |
| 2007-04-01 | 154.7854620256160 |
| 2007-05-01 | 155.4842365329010 |
| 2007-06-01 | 156.8203752823250 |
| 2007-07-01 | 155.7141419454220 |
| 2007-08-01 | 155.9078784450250 |
| 2007-09-01 | 156.4265866434510 |
| 2007-10-01 | 155.6689644186310 |
| 2007-11-01 | 156.1310517610110 |
| 2007-12-01 | 156.3244363963920 |
| 2008-01-01 | 157.2471983837020 |
| 2008-02-01 | 157.5762013229240 |
| 2008-03-01 | 157.6078829465910 |
| 2008-04-01 | 158.2896598041530 |
| 2008-05-01 | 158.5288563731440 |
| 2008-06-01 | 158.5615804702110 |
| 2008-07-01 | 158.7779217972120 |
| 2008-08-01 | 158.8061337507140 |
| 2008-09-01 | 159.3472435528990 |
| 2008-10-01 | 159.5143370355170 |
| 2008-11-01 | 159.6373996330970 |
| 2008-12-01 | 159.9189533763240 |
| 2009-01-01 | 158.9695575501230 |
| 2009-02-01 | 159.7688263097890 |
| 2009-03-01 | 159.8515768920240 |
| 2009-04-01 | 159.7822314037840 |
| 2009-05-01 | 159.9802602995040 |
| 2009-06-01 | 159.8916215206470 |
| 2009-07-01 | 159.2512036662730 |
| 2009-08-01 | 159.5442642310380 |
| 2009-09-01 | 159.3805355413150 |
| 2009-10-01 | 160.1893435281510 |
| 2009-11-01 | 160.6011350132200 |
| 2009-12-01 | 159.8895589375320 |
| 2010-01-01 | 159.6873072788720 |
| 2010-02-01 | 159.9484391833520 |
| 2010-03-01 | 160.4073212673370 |
| 2010-04-01 | 160.0536024799340 |
| 2010-05-01 | 160.2079920583670 |
| 2010-06-01 | 160.2822207229110 |
| 2010-07-01 | 161.0498250755020 |
| 2010-08-01 | 161.5943606812370 |
| 2010-09-01 | 161.6136053823050 |
| 2010-10-01 | 162.5700455252690 |
| 2010-11-01 | 162.9401393502680 |
| 2010-12-01 | 163.0360463035460 |
| 2011-01-01 | 163.2354724710540 |
| 2011-02-01 | 163.3120348730060 |
| 2011-03-01 | 163.4612558001400 |
| 2011-04-01 | 165.8216710269740 |
| 2011-05-01 | 165.5210032426140 |
| 2011-06-01 | 165.7645026831870 |
| 2011-07-01 | 166.7794793761450 |
| 2011-08-01 | 166.5673437989470 |
| 2011-09-01 | 167.0560612298560 |
| 2011-10-01 | 166.3755285660500 |
| 2011-11-01 | 166.3416716868550 |
| 2011-12-01 | 166.7581141503540 |
| 2012-01-01 | 167.6558134343980 |
| 2012-02-01 | 168.3213211398540 |
| 2012-03-01 | 168.7465304272630 |
| 2012-04-01 | 167.4732227367490 |
| 2012-05-01 | 167.4121611340130 |
| 2012-06-01 | 167.9402744747800 |
| 2012-07-01 | 167.8034666529800 |
| 2012-08-01 | 168.0779857297440 |
| 2012-09-01 | 167.8119314169740 |
| 2012-10-01 | 167.9371239860290 |
| 2012-11-01 | 168.1382038805750 |
| 2012-12-01 | 168.8200355797910 |
| 2013-01-01 | 168.5748720110720 |
| 2013-02-01 | 168.9385395679500 |
| 2013-03-01 | 168.7933837535580 |
| 2013-04-01 | 169.3941600902550 |
| 2013-05-01 | 169.2476024687920 |
| 2013-06-01 | 169.8275019197880 |
| 2013-07-01 | 169.7752671678580 |
| 2013-08-01 | 170.0288357624770 |
| 2013-09-01 | 170.3631278991030 |
| 2013-10-01 | 170.5996384844420 |
| 2013-11-01 | 170.6220727007560 |
| 2013-12-01 | 170.4632880645440 |
| 2014-01-01 | 170.0603009697660 |
| 2014-02-01 | 170.8998821596660 |
| 2014-03-01 | 171.2847100546250 |
| 2014-04-01 | 171.1897091388800 |
| 2014-05-01 | 171.6269695655460 |
| 2014-06-01 | 171.4930944899340 |
| 2014-07-01 | 171.4766066674040 |
| 2014-08-01 | 171.7199766454520 |
| 2014-09-01 | 171.6056826506060 |
| 2014-10-01 | 171.8349645253990 |
| 2014-11-01 | 172.1030448208830 |
| 2014-12-01 | 172.8476944331410 |
| 2015-01-01 | 172.3242582635740 |
| 2015-02-01 | 172.0750492233950 |
| 2015-03-01 | 172.7811898616950 |
| 2015-04-01 | 172.4775644898960 |
| 2015-05-01 | 172.9052843397820 |
| 2015-06-01 | 173.2646106682920 |
| 2015-07-01 | 173.9886631359550 |
| 2015-08-01 | 174.2738748018990 |
| 2015-09-01 | 173.8889751552790 |
| 2015-10-01 | 176.1265275082410 |
| 2015-11-01 | 176.3696069187520 |
| 2015-12-01 | 176.7698013898320 |
| 2016-01-01 | 177.0427051085320 |
| 2016-02-01 | 177.0873667266390 |
| 2016-03-01 | 177.3009713253290 |
| 2016-04-01 | 178.1662879330930 |
| 2016-05-01 | 178.3924835009340 |
| 2016-06-01 | 177.9434075067800 |
| 2016-07-01 | 178.5693740266790 |
| 2016-08-01 | 178.6007196198270 |
| 2016-09-01 | 179.1907482581590 |
| 2016-10-01 | 178.8058518557850 |
| 2016-11-01 | 178.7485755381300 |
| 2016-12-01 | 179.2367431211620 |
| 2017-01-01 | 179.3226977023160 |
| 2017-02-01 | 179.9278680057020 |
| 2017-03-01 | 179.9816150483360 |
| 2017-04-01 | 180.2787659624740 |
| 2017-05-01 | 180.8433125201460 |
| 2017-06-01 | 181.2345167466930 |
| 2017-07-01 | 181.1212203360820 |
| 2017-08-01 | 181.2759235339100 |
| 2017-09-01 | 181.8934652554110 |
| 2017-10-01 | 182.0229322380900 |
| 2017-11-01 | 182.4564069012520 |
| 2017-12-01 | 182.9008866053220 |
| 2018-01-01 | 183.3320014994420 |
| 2018-02-01 | 183.7233804115660 |
| 2018-03-01 | 184.4489783590460 |
| 2018-04-01 | 184.6560278070250 |
| 2018-05-01 | 184.4291401685390 |
| 2018-06-01 | 184.9979930150080 |
| 2018-07-01 | 184.6330798670650 |
| 2018-08-01 | 185.0604402091980 |
| 2018-09-01 | 184.5661047476480 |
| 2018-10-01 | 184.7862874155490 |
| 2018-11-01 | 184.9372921120370 |
| 2018-12-01 | 184.8897931708210 |
| 2019-01-01 | 186.0949913898280 |
| 2019-02-01 | 185.8817433295480 |
| 2019-03-01 | 186.7018903944730 |
| 2019-04-01 | 187.4264237657740 |
| 2019-05-01 | 187.5190258703760 |
| 2019-06-01 | 187.4698853151100 |
| 2019-07-01 | 187.8847071208960 |
| 2019-08-01 | 188.4392709824820 |
| 2019-09-01 | 188.4009261883710 |
| 2019-10-01 | 188.2688833335250 |
| 2019-11-01 | 188.7504161204690 |
| 2019-12-01 | 188.7707683903120 |
| 2020-01-01 | 188.2506397589710 |
| 2020-02-01 | 188.6742247260400 |
| 2020-03-01 | 187.6603216767780 |
| 2020-04-01 | 149.3008819317600 |
| 2020-05-01 | 151.4787085070240 |
| 2020-06-01 | 161.3438216476920 |
| 2020-07-01 | 166.5372191380110 |
| 2020-08-01 | 169.2177883170490 |
| 2020-09-01 | 171.3611458220590 |
| 2020-10-01 | 172.3469255518110 |
| 2020-11-01 | 172.5810080753760 |
| 2020-12-01 | 173.5744053160170 |
| 2021-01-01 | 174.2681376301510 |
| 2021-02-01 | 174.8212332413840 |
| 2021-03-01 | 175.4937806187830 |
| 2021-04-01 | 174.3205628946950 |
| 2021-05-01 | 173.7949373713770 |
| 2021-06-01 | 175.3887710743910 |
| 2021-07-01 | 175.0942398109960 |
| 2021-08-01 | 174.7710925499200 |
| 2021-09-01 | 174.2726622497910 |
| 2021-10-01 | 175.4197561683760 |
| 2021-11-01 | 175.5645568069460 |
| 2021-12-01 | 175.0901946096420 |
| 2022-01-01 | 175.6809108502980 |
| 2022-02-01 | 176.4179198125850 |
| 2022-03-01 | 176.8708056822980 |
| 2022-04-01 | 178.6601658420380 |
| 2022-05-01 | 178.7113888234640 |
| 2022-06-01 | 178.3349876096780 |
| 2022-07-01 | 180.6164458136780 |
| 2022-08-01 | 180.9544646476460 |
| 2022-09-01 | 181.4257181371960 |
| 2022-10-01 | 182.0439458277190 |
| 2022-11-01 | 183.0870811173930 |
| 2022-12-01 | 184.7382925044550 |
| 2023-01-01 | 186.0713506061500 |
| 2023-02-01 | 186.6342420291220 |
| 2023-03-01 | 187.8621374126320 |
| 2023-04-01 | 188.2562612384700 |
| 2023-05-01 | 189.0962950773390 |
| 2023-06-01 | 190.0563934242390 |
| 2023-07-01 | 191.0231276835110 |
| 2023-08-01 | 191.5456894970640 |
| 2023-09-01 | 192.1583835534770 |
| 2023-10-01 | 192.2878192486630 |
| 2023-11-01 | 192.9010608846820 |
| 2023-12-01 | 193.4637801503370 |
| 2024-01-01 | 193.5818984813620 |
| 2024-02-01 | 194.4983379518470 |
| 2024-03-01 | 194.4983642834960 |
| 2024-04-01 | 195.3759425010310 |
| 2024-05-01 | 195.9065237811130 |
| 2024-06-01 | 195.9188490897150 |
| 2024-07-01 | 196.1899364487960 |
| 2024-08-01 | 196.9397757540480 |
| 2024-09-01 | 198.5289191916830 |
| 2024-10-01 | 197.6213902292560 |
| 2024-11-01 | 197.9704250201890 |
| 2024-12-01 | 198.2637508499540 |
| 2025-01-01 | 200.1131342954270 |
| 2025-02-01 | 199.4190179115850 |
| 2025-03-01 | 200.1936230018080 |
| 2025-04-01 | 200.9498699703450 |
| 2025-05-01 | 201.0361295882340 |
| 2025-06-01 | 201.4092733195730 |
| 2025-07-01 | 201.2859176112790 |
| 2025-08-01 | 201.6508580264840 |
| 2025-09-01 | 201.7113371341860 |
| 2025-10-01 | 202.2721721278900 |
| 2025-11-01 | 202.8397020936270 |
| 2025-12-01 | 203.1832686853650 |
| 2026-01-01 | 202.8047326512980 |
| 2026-02-01 | 202.6512332133520 |
| 2026-03-01 | 202.7687693501330 |
| 2026-04-01 | 202.2782215462370 |