Table Data - All Employees: Education and Health Services: Private Education and Health Services in Detroit-Warren-Dearborn, MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Detroit-Warren-Dearborn, MI (MSA) |
|---|---|
| Series ID | DETR826EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-06-01 |
| Last Updated | 2026-07-22 9:50 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 | 187.393393480224 |
| 1990-02-01 | 187.839616080508 |
| 1990-03-01 | 188.376091161174 |
| 1990-04-01 | 189.178099126345 |
| 1990-05-01 | 189.869905212015 |
| 1990-06-01 | 191.241006215177 |
| 1990-07-01 | 191.667933659290 |
| 1990-08-01 | 192.398368218441 |
| 1990-09-01 | 193.743752775852 |
| 1990-10-01 | 192.360420331340 |
| 1990-11-01 | 192.798649528135 |
| 1990-12-01 | 193.148103977780 |
| 1991-01-01 | 193.047132145061 |
| 1991-02-01 | 193.195683120533 |
| 1991-03-01 | 194.124025050220 |
| 1991-04-01 | 194.466459774152 |
| 1991-05-01 | 195.071520795943 |
| 1991-06-01 | 196.136258026245 |
| 1991-07-01 | 195.472340681054 |
| 1991-08-01 | 196.232333612970 |
| 1991-09-01 | 198.397813253508 |
| 1991-10-01 | 199.954268089358 |
| 1991-11-01 | 201.057535046455 |
| 1991-12-01 | 201.763757860251 |
| 1992-01-01 | 203.615412472692 |
| 1992-02-01 | 203.584647677899 |
| 1992-03-01 | 203.814839336040 |
| 1992-04-01 | 204.843011561203 |
| 1992-05-01 | 205.635827614564 |
| 1992-06-01 | 205.660114271846 |
| 1992-07-01 | 206.604421278176 |
| 1992-08-01 | 206.857803743057 |
| 1992-09-01 | 207.310626923021 |
| 1992-10-01 | 207.137101528932 |
| 1992-11-01 | 207.372035446516 |
| 1992-12-01 | 208.174366606116 |
| 1993-01-01 | 208.032368312396 |
| 1993-02-01 | 207.842747812585 |
| 1993-03-01 | 208.705595075684 |
| 1993-04-01 | 209.578987038118 |
| 1993-05-01 | 209.704594538161 |
| 1993-06-01 | 209.854966230517 |
| 1993-07-01 | 209.414764457510 |
| 1993-08-01 | 209.784883599556 |
| 1993-09-01 | 210.045149434854 |
| 1993-10-01 | 211.401715745211 |
| 1993-11-01 | 211.660856118503 |
| 1993-12-01 | 211.897674023140 |
| 1994-01-01 | 212.121701428454 |
| 1994-02-01 | 213.303143887894 |
| 1994-03-01 | 213.874893761273 |
| 1994-04-01 | 213.726788912050 |
| 1994-05-01 | 214.036646599670 |
| 1994-06-01 | 215.002656987548 |
| 1994-07-01 | 216.101250497954 |
| 1994-08-01 | 216.643872515715 |
| 1994-09-01 | 218.244199773432 |
| 1994-10-01 | 216.551280394916 |
| 1994-11-01 | 217.357061297386 |
| 1994-12-01 | 217.340836280978 |
| 1995-01-01 | 218.027728460142 |
| 1995-02-01 | 218.440848727172 |
| 1995-03-01 | 218.854639146283 |
| 1995-04-01 | 219.197788333334 |
| 1995-05-01 | 218.673303271827 |
| 1995-06-01 | 220.162072563947 |
| 1995-07-01 | 221.692124005642 |
| 1995-08-01 | 222.261284716978 |
| 1995-09-01 | 223.188480875580 |
| 1995-10-01 | 224.545366706046 |
| 1995-11-01 | 225.036999878469 |
| 1995-12-01 | 225.819741099819 |
| 1996-01-01 | 227.290313407125 |
| 1996-02-01 | 228.383088763205 |
| 1996-03-01 | 228.466449971652 |
| 1996-04-01 | 229.085809001424 |
| 1996-05-01 | 229.361487158157 |
| 1996-06-01 | 229.425670072734 |
| 1996-07-01 | 228.520832846309 |
| 1996-08-01 | 229.801732120835 |
| 1996-09-01 | 230.712373678942 |
| 1996-10-01 | 229.755604632251 |
| 1996-11-01 | 230.949575053247 |
| 1996-12-01 | 231.874931932287 |
| 1997-01-01 | 232.242174282097 |
| 1997-02-01 | 231.952367995894 |
| 1997-03-01 | 232.388774759904 |
| 1997-04-01 | 232.118297578934 |
| 1997-05-01 | 233.067259160177 |
| 1997-06-01 | 233.291437116337 |
| 1997-07-01 | 233.415585281100 |
| 1997-08-01 | 234.291326375375 |
| 1997-09-01 | 234.159479491341 |
| 1997-10-01 | 233.913569382830 |
| 1997-11-01 | 233.969011879549 |
| 1997-12-01 | 234.122417705922 |
| 1998-01-01 | 235.670364410644 |
| 1998-02-01 | 234.842530731490 |
| 1998-03-01 | 235.591588183079 |
| 1998-04-01 | 233.886717453358 |
| 1998-05-01 | 234.036273341671 |
| 1998-06-01 | 234.416214944234 |
| 1998-07-01 | 233.666892259659 |
| 1998-08-01 | 232.955214734599 |
| 1998-09-01 | 232.595139188701 |
| 1998-10-01 | 232.762222581344 |
| 1998-11-01 | 232.302623833572 |
| 1998-12-01 | 232.541235335748 |
| 1999-01-01 | 232.927223781694 |
| 1999-02-01 | 233.627812492452 |
| 1999-03-01 | 233.501394001003 |
| 1999-04-01 | 234.343618236750 |
| 1999-05-01 | 233.944158284127 |
| 1999-06-01 | 234.241891906628 |
| 1999-07-01 | 233.979172373675 |
| 1999-08-01 | 232.916902507666 |
| 1999-09-01 | 233.925669843059 |
| 1999-10-01 | 235.322883616170 |
| 1999-11-01 | 235.370360648196 |
| 1999-12-01 | 235.651777205930 |
| 2000-01-01 | 235.225625826313 |
| 2000-02-01 | 236.069293714453 |
| 2000-03-01 | 236.751207852078 |
| 2000-04-01 | 237.416186136596 |
| 2000-05-01 | 237.263704729774 |
| 2000-06-01 | 238.249729714962 |
| 2000-07-01 | 238.730307733456 |
| 2000-08-01 | 239.209610999213 |
| 2000-09-01 | 239.847709196369 |
| 2000-10-01 | 239.191992944455 |
| 2000-11-01 | 240.620453678388 |
| 2000-12-01 | 240.146018126556 |
| 2001-01-01 | 237.938452965544 |
| 2001-02-01 | 238.598677894002 |
| 2001-03-01 | 239.553039192359 |
| 2001-04-01 | 240.514132870148 |
| 2001-05-01 | 242.258347729336 |
| 2001-06-01 | 244.270798824413 |
| 2001-07-01 | 243.339017022226 |
| 2001-08-01 | 244.432910600374 |
| 2001-09-01 | 244.258347170117 |
| 2001-10-01 | 244.435423239677 |
| 2001-11-01 | 245.211599946313 |
| 2001-12-01 | 245.663528045037 |
| 2002-01-01 | 245.980069281919 |
| 2002-02-01 | 246.195641294273 |
| 2002-03-01 | 246.492056478550 |
| 2002-04-01 | 249.163588667136 |
| 2002-05-01 | 249.967537893878 |
| 2002-06-01 | 252.366923255733 |
| 2002-07-01 | 250.716991379349 |
| 2002-08-01 | 251.301151477875 |
| 2002-09-01 | 249.805309508049 |
| 2002-10-01 | 251.085428747302 |
| 2002-11-01 | 251.238519848359 |
| 2002-12-01 | 251.496262158164 |
| 2003-01-01 | 253.465413719871 |
| 2003-02-01 | 254.205226372696 |
| 2003-03-01 | 253.795646730683 |
| 2003-04-01 | 251.211819316361 |
| 2003-05-01 | 251.663943015695 |
| 2003-06-01 | 251.203408205962 |
| 2003-07-01 | 252.527945144948 |
| 2003-08-01 | 252.497927912767 |
| 2003-09-01 | 253.925782146085 |
| 2003-10-01 | 254.309685931565 |
| 2003-11-01 | 254.680786378037 |
| 2003-12-01 | 254.638539392721 |
| 2004-01-01 | 255.056009306631 |
| 2004-02-01 | 255.508397297669 |
| 2004-03-01 | 255.771912343235 |
| 2004-04-01 | 257.341161434322 |
| 2004-05-01 | 257.739556382410 |
| 2004-06-01 | 256.647684469615 |
| 2004-07-01 | 259.848391476551 |
| 2004-08-01 | 259.911904189621 |
| 2004-09-01 | 260.692747422657 |
| 2004-10-01 | 261.304030217051 |
| 2004-11-01 | 261.712505242132 |
| 2004-12-01 | 262.457308524082 |
| 2005-01-01 | 261.892506626585 |
| 2005-02-01 | 263.061944083899 |
| 2005-03-01 | 263.705634953363 |
| 2005-04-01 | 265.113481362070 |
| 2005-05-01 | 265.264398997224 |
| 2005-06-01 | 264.358102836960 |
| 2005-07-01 | 265.897989748960 |
| 2005-08-01 | 267.217774805094 |
| 2005-09-01 | 268.762854601612 |
| 2005-10-01 | 270.372377679346 |
| 2005-11-01 | 271.052929032824 |
| 2005-12-01 | 271.823803418834 |
| 2006-01-01 | 271.508499177784 |
| 2006-02-01 | 271.371609297134 |
| 2006-03-01 | 272.754801657552 |
| 2006-04-01 | 270.471246346453 |
| 2006-05-01 | 271.582684880691 |
| 2006-06-01 | 271.891080616925 |
| 2006-07-01 | 271.995722280718 |
| 2006-08-01 | 272.216701362127 |
| 2006-09-01 | 274.479152396082 |
| 2006-10-01 | 272.123086887786 |
| 2006-11-01 | 272.440397933839 |
| 2006-12-01 | 273.557865084729 |
| 2007-01-01 | 274.738888027542 |
| 2007-02-01 | 275.291892344659 |
| 2007-03-01 | 276.045627126703 |
| 2007-04-01 | 275.830689329874 |
| 2007-05-01 | 276.680291510971 |
| 2007-06-01 | 278.589772773379 |
| 2007-07-01 | 277.205240828723 |
| 2007-08-01 | 277.524167427787 |
| 2007-09-01 | 278.740964789348 |
| 2007-10-01 | 278.265186703026 |
| 2007-11-01 | 278.922777997310 |
| 2007-12-01 | 279.204716215388 |
| 2008-01-01 | 280.310194231415 |
| 2008-02-01 | 280.209498874595 |
| 2008-03-01 | 279.956368736675 |
| 2008-04-01 | 280.789202861121 |
| 2008-05-01 | 281.601669244262 |
| 2008-06-01 | 281.750674052635 |
| 2008-07-01 | 281.991760437156 |
| 2008-08-01 | 282.043587648141 |
| 2008-09-01 | 282.361882010489 |
| 2008-10-01 | 282.616777518236 |
| 2008-11-01 | 282.310268394152 |
| 2008-12-01 | 282.508998128350 |
| 2009-01-01 | 282.282603065704 |
| 2009-02-01 | 283.138720042112 |
| 2009-03-01 | 283.582224954801 |
| 2009-04-01 | 283.764844541224 |
| 2009-05-01 | 284.239210293594 |
| 2009-06-01 | 285.336250209485 |
| 2009-07-01 | 283.858558136131 |
| 2009-08-01 | 284.266487359805 |
| 2009-09-01 | 283.196458640486 |
| 2009-10-01 | 284.149525243996 |
| 2009-11-01 | 284.844774955602 |
| 2009-12-01 | 284.249944757748 |
| 2010-01-01 | 284.105067467330 |
| 2010-02-01 | 284.350541734002 |
| 2010-03-01 | 284.506866588238 |
| 2010-04-01 | 284.433586440096 |
| 2010-05-01 | 284.562168040144 |
| 2010-06-01 | 284.920247832012 |
| 2010-07-01 | 285.711624361892 |
| 2010-08-01 | 285.895070573430 |
| 2010-09-01 | 285.450015266655 |
| 2010-10-01 | 287.785054213103 |
| 2010-11-01 | 287.744752938584 |
| 2010-12-01 | 287.891239285606 |
| 2011-01-01 | 288.850308934796 |
| 2011-02-01 | 288.524294451464 |
| 2011-03-01 | 288.713049698306 |
| 2011-04-01 | 292.475336699877 |
| 2011-05-01 | 291.847161056523 |
| 2011-06-01 | 291.877562033465 |
| 2011-07-01 | 293.268954530173 |
| 2011-08-01 | 293.621469392810 |
| 2011-09-01 | 294.121640944013 |
| 2011-10-01 | 294.314373977656 |
| 2011-11-01 | 294.540978956579 |
| 2011-12-01 | 295.225156937058 |
| 2012-01-01 | 295.630678114307 |
| 2012-02-01 | 296.311497752770 |
| 2012-03-01 | 296.741538308255 |
| 2012-04-01 | 296.430704843314 |
| 2012-05-01 | 296.319514348424 |
| 2012-06-01 | 297.109658961437 |
| 2012-07-01 | 297.464107794544 |
| 2012-08-01 | 297.873335045673 |
| 2012-09-01 | 296.972764558105 |
| 2012-10-01 | 297.620085807390 |
| 2012-11-01 | 297.646004540154 |
| 2012-12-01 | 298.468785481873 |
| 2013-01-01 | 298.735973061785 |
| 2013-02-01 | 299.018945529118 |
| 2013-03-01 | 298.897808425885 |
| 2013-04-01 | 299.585118464998 |
| 2013-05-01 | 299.255557801926 |
| 2013-06-01 | 299.500287666612 |
| 2013-07-01 | 298.927645950981 |
| 2013-08-01 | 299.413643841875 |
| 2013-09-01 | 300.081749830446 |
| 2013-10-01 | 299.845277896906 |
| 2013-11-01 | 299.875963262755 |
| 2013-12-01 | 299.545543347881 |
| 2014-01-01 | 299.202656890217 |
| 2014-02-01 | 300.489184870571 |
| 2014-03-01 | 300.672811027077 |
| 2014-04-01 | 300.233424533084 |
| 2014-05-01 | 300.178785695474 |
| 2014-06-01 | 300.330895736254 |
| 2014-07-01 | 299.957865705849 |
| 2014-08-01 | 300.161228827058 |
| 2014-09-01 | 300.311938349861 |
| 2014-10-01 | 300.926153126530 |
| 2014-11-01 | 301.398099383983 |
| 2014-12-01 | 302.048290224435 |
| 2015-01-01 | 301.882863979211 |
| 2015-02-01 | 301.581325977623 |
| 2015-03-01 | 302.172500683441 |
| 2015-04-01 | 301.659051824065 |
| 2015-05-01 | 302.662416321075 |
| 2015-06-01 | 303.206156335590 |
| 2015-07-01 | 304.027867486894 |
| 2015-08-01 | 306.233700641810 |
| 2015-09-01 | 303.618187698736 |
| 2015-10-01 | 307.755652977879 |
| 2015-11-01 | 307.044418174115 |
| 2015-12-01 | 307.667322307336 |
| 2016-01-01 | 307.869047918630 |
| 2016-02-01 | 308.214496877225 |
| 2016-03-01 | 308.082969734864 |
| 2016-04-01 | 309.547166187595 |
| 2016-05-01 | 309.772106088592 |
| 2016-06-01 | 309.402880435917 |
| 2016-07-01 | 311.279587398045 |
| 2016-08-01 | 310.558995236478 |
| 2016-09-01 | 311.404749554891 |
| 2016-10-01 | 310.812266129235 |
| 2016-11-01 | 311.041570626704 |
| 2016-12-01 | 311.488508368779 |
| 2017-01-01 | 311.090516631800 |
| 2017-02-01 | 311.545927239981 |
| 2017-03-01 | 311.708665338719 |
| 2017-04-01 | 312.063091960574 |
| 2017-05-01 | 313.235428963121 |
| 2017-06-01 | 313.834211060112 |
| 2017-07-01 | 314.015508201828 |
| 2017-08-01 | 314.060569348239 |
| 2017-09-01 | 314.759614828923 |
| 2017-10-01 | 314.556583093399 |
| 2017-11-01 | 314.953138443275 |
| 2017-12-01 | 315.001821248730 |
| 2018-01-01 | 315.986329741206 |
| 2018-02-01 | 316.359492149039 |
| 2018-03-01 | 317.265682483993 |
| 2018-04-01 | 317.162329792074 |
| 2018-05-01 | 316.928770468425 |
| 2018-06-01 | 317.575101129535 |
| 2018-07-01 | 317.177944524465 |
| 2018-08-01 | 316.931235364307 |
| 2018-09-01 | 316.026462392263 |
| 2018-10-01 | 316.600181886731 |
| 2018-11-01 | 316.085306236682 |
| 2018-12-01 | 316.048561599651 |
| 2019-01-01 | 317.594997056976 |
| 2019-02-01 | 317.397340326395 |
| 2019-03-01 | 318.746338189361 |
| 2019-04-01 | 319.115139890270 |
| 2019-05-01 | 319.582916400701 |
| 2019-06-01 | 319.391194230327 |
| 2019-07-01 | 319.565869170578 |
| 2019-08-01 | 320.526220921975 |
| 2019-09-01 | 320.256959316085 |
| 2019-10-01 | 320.508535570701 |
| 2019-11-01 | 320.480379190732 |
| 2019-12-01 | 320.776784030159 |
| 2020-01-01 | 320.219301351026 |
| 2020-02-01 | 320.411278525782 |
| 2020-03-01 | 319.436596132033 |
| 2020-04-01 | 263.692676169705 |
| 2020-05-01 | 263.852963613017 |
| 2020-06-01 | 278.038910422070 |
| 2020-07-01 | 284.457229037736 |
| 2020-08-01 | 288.839691719983 |
| 2020-09-01 | 292.671488874483 |
| 2020-10-01 | 295.061832450334 |
| 2020-11-01 | 294.879704988116 |
| 2020-12-01 | 296.091229738902 |
| 2021-01-01 | 296.627563406939 |
| 2021-02-01 | 297.754503502795 |
| 2021-03-01 | 298.992739813208 |
| 2021-04-01 | 295.884524402151 |
| 2021-05-01 | 295.322082639924 |
| 2021-06-01 | 298.252010794328 |
| 2021-07-01 | 296.762344328981 |
| 2021-08-01 | 296.025602693750 |
| 2021-09-01 | 296.489596681154 |
| 2021-10-01 | 298.273522235167 |
| 2021-11-01 | 297.782005571242 |
| 2021-12-01 | 296.403838475539 |
| 2022-01-01 | 297.710142071186 |
| 2022-02-01 | 298.782211455009 |
| 2022-03-01 | 299.593524332872 |
| 2022-04-01 | 301.784634445372 |
| 2022-05-01 | 302.328853590789 |
| 2022-06-01 | 301.864941105449 |
| 2022-07-01 | 304.584549627339 |
| 2022-08-01 | 305.135050542825 |
| 2022-09-01 | 306.215903875548 |
| 2022-10-01 | 308.054822580003 |
| 2022-11-01 | 309.056827270576 |
| 2022-12-01 | 311.274193421458 |
| 2023-01-01 | 312.407411471852 |
| 2023-02-01 | 313.270304461087 |
| 2023-03-01 | 314.513041883486 |
| 2023-04-01 | 315.646679141969 |
| 2023-05-01 | 317.451650345324 |
| 2023-06-01 | 318.964114001054 |
| 2023-07-01 | 321.044907178328 |
| 2023-08-01 | 321.702385698387 |
| 2023-09-01 | 322.481702353016 |
| 2023-10-01 | 323.237996608509 |
| 2023-11-01 | 323.479514772827 |
| 2023-12-01 | 324.429506952707 |
| 2024-01-01 | 324.398197954207 |
| 2024-02-01 | 326.176331226250 |
| 2024-03-01 | 327.300113066384 |
| 2024-04-01 | 328.151565518129 |
| 2024-05-01 | 329.300547964388 |
| 2024-06-01 | 329.817589664487 |
| 2024-07-01 | 331.025365911238 |
| 2024-08-01 | 332.576837385019 |
| 2024-09-01 | 333.896679652889 |
| 2024-10-01 | 333.127396035020 |
| 2024-11-01 | 333.987984184816 |
| 2024-12-01 | 333.994149873527 |
| 2025-01-01 | 336.211630960319 |
| 2025-02-01 | 336.796592594342 |
| 2025-03-01 | 338.030645995678 |
| 2025-04-01 | 338.746553209682 |
| 2025-05-01 | 339.466203635391 |
| 2025-06-01 | 340.389613109419 |
| 2025-07-01 | 340.489805842317 |
| 2025-08-01 | 341.151098501387 |
| 2025-09-01 | 340.527498294502 |
| 2025-10-01 | 340.461661034926 |
| 2025-11-01 | 341.455936978445 |
| 2025-12-01 | 341.840458262066 |
| 2026-01-01 | 341.583583801819 |
| 2026-02-01 | 341.930144532492 |
| 2026-03-01 | 342.042358988705 |
| 2026-04-01 | 341.974284364223 |
| 2026-05-01 | 341.547049634644 |
| 2026-06-01 | 342.126975864518 |