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 2026-07-01 |
| Last Updated | 2026-08-21 7:41 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 | 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 | 192.798649528136 |
| 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 | 207.372035446515 |
| 1992-12-01 | 208.174366606117 |
| 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 | 211.401715745212 |
| 1993-11-01 | 211.660856118503 |
| 1993-12-01 | 211.897674023141 |
| 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 | 229.361487158158 |
| 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 | 232.242174282096 |
| 1997-02-01 | 231.952367995894 |
| 1997-03-01 | 232.388774759903 |
| 1997-04-01 | 232.118297578934 |
| 1997-05-01 | 233.067259160176 |
| 1997-06-01 | 233.291437116337 |
| 1997-07-01 | 233.415585281101 |
| 1997-08-01 | 234.291326375377 |
| 1997-09-01 | 234.159479491343 |
| 1997-10-01 | 233.913569382832 |
| 1997-11-01 | 233.969011879551 |
| 1997-12-01 | 234.122417705920 |
| 1998-01-01 | 235.670364410640 |
| 1998-02-01 | 234.842530731483 |
| 1998-03-01 | 235.591588183079 |
| 1998-04-01 | 233.886717453360 |
| 1998-05-01 | 234.036273341673 |
| 1998-06-01 | 234.416214944235 |
| 1998-07-01 | 233.666892259659 |
| 1998-08-01 | 232.955214734603 |
| 1998-09-01 | 232.595139188706 |
| 1998-10-01 | 232.762222581349 |
| 1998-11-01 | 232.302623833576 |
| 1998-12-01 | 232.541235335741 |
| 1999-01-01 | 232.927223781678 |
| 1999-02-01 | 233.627812492432 |
| 1999-03-01 | 233.501394001009 |
| 1999-04-01 | 234.343618236759 |
| 1999-05-01 | 233.944158284139 |
| 1999-06-01 | 234.241891906632 |
| 1999-07-01 | 233.979172373673 |
| 1999-08-01 | 232.916902507666 |
| 1999-09-01 | 233.925669843077 |
| 1999-10-01 | 235.322883616175 |
| 1999-11-01 | 235.370360648194 |
| 1999-12-01 | 235.651777205930 |
| 2000-01-01 | 235.225625826308 |
| 2000-02-01 | 236.069293714371 |
| 2000-03-01 | 236.751207852013 |
| 2000-04-01 | 237.416186136768 |
| 2000-05-01 | 237.263704729763 |
| 2000-06-01 | 238.249729714941 |
| 2000-07-01 | 238.730307733439 |
| 2000-08-01 | 239.209610999208 |
| 2000-09-01 | 239.847709196395 |
| 2000-10-01 | 239.191992944464 |
| 2000-11-01 | 240.620453678394 |
| 2000-12-01 | 240.146018126579 |
| 2001-01-01 | 237.938452965562 |
| 2001-02-01 | 238.598677893863 |
| 2001-03-01 | 239.553039192216 |
| 2001-04-01 | 240.514132870473 |
| 2001-05-01 | 242.258347729283 |
| 2001-06-01 | 244.270798824312 |
| 2001-07-01 | 243.339017022193 |
| 2001-08-01 | 244.432910600374 |
| 2001-09-01 | 244.258347170170 |
| 2001-10-01 | 244.435423239709 |
| 2001-11-01 | 245.211599946344 |
| 2001-12-01 | 245.663528045116 |
| 2002-01-01 | 245.980069281999 |
| 2002-02-01 | 246.195641294093 |
| 2002-03-01 | 246.492056478312 |
| 2002-04-01 | 249.163588667614 |
| 2002-05-01 | 249.967537893762 |
| 2002-06-01 | 252.366923255281 |
| 2002-07-01 | 250.716991379336 |
| 2002-08-01 | 251.301151477935 |
| 2002-09-01 | 249.805309508177 |
| 2002-10-01 | 251.085428747423 |
| 2002-11-01 | 251.238519848472 |
| 2002-12-01 | 251.496262158310 |
| 2003-01-01 | 253.465413720044 |
| 2003-02-01 | 254.205226372676 |
| 2003-03-01 | 253.795646730349 |
| 2003-04-01 | 251.211819316583 |
| 2003-05-01 | 251.663943015561 |
| 2003-06-01 | 251.203408205103 |
| 2003-07-01 | 252.527945144793 |
| 2003-08-01 | 252.497927912691 |
| 2003-09-01 | 253.925782146878 |
| 2003-10-01 | 254.309685931657 |
| 2003-11-01 | 254.680786378231 |
| 2003-12-01 | 254.638539393168 |
| 2004-01-01 | 255.056009307229 |
| 2004-02-01 | 255.508397297976 |
| 2004-03-01 | 255.771912342744 |
| 2004-04-01 | 257.341161434024 |
| 2004-05-01 | 257.739556381680 |
| 2004-06-01 | 256.647684466237 |
| 2004-07-01 | 259.848391475977 |
| 2004-08-01 | 259.911904189552 |
| 2004-09-01 | 260.692747424700 |
| 2004-10-01 | 261.304030218191 |
| 2004-11-01 | 261.712505244595 |
| 2004-12-01 | 262.457308528903 |
| 2005-01-01 | 261.892506633122 |
| 2005-02-01 | 263.061944088920 |
| 2005-03-01 | 263.705634951839 |
| 2005-04-01 | 265.113481352519 |
| 2005-05-01 | 265.264398978047 |
| 2005-06-01 | 264.358102808980 |
| 2005-07-01 | 265.897989735022 |
| 2005-08-01 | 267.217774812195 |
| 2005-09-01 | 268.762854631198 |
| 2005-10-01 | 270.372377715659 |
| 2005-11-01 | 271.052929066968 |
| 2005-12-01 | 271.823803443492 |
| 2006-01-01 | 271.508499187601 |
| 2006-02-01 | 271.371609288427 |
| 2006-03-01 | 272.754801623674 |
| 2006-04-01 | 270.471246290989 |
| 2006-05-01 | 271.582684807393 |
| 2006-06-01 | 271.891080527637 |
| 2006-07-01 | 271.995722241994 |
| 2006-08-01 | 272.216701394573 |
| 2006-09-01 | 274.479152535220 |
| 2006-10-01 | 272.123087019548 |
| 2006-11-01 | 272.440398056430 |
| 2006-12-01 | 273.557865164324 |
| 2007-01-01 | 274.738888040700 |
| 2007-02-01 | 275.291892289840 |
| 2007-03-01 | 276.045626991235 |
| 2007-04-01 | 275.830689118838 |
| 2007-05-01 | 276.680291273266 |
| 2007-06-01 | 278.589772561202 |
| 2007-07-01 | 277.205240719016 |
| 2007-08-01 | 277.524167408775 |
| 2007-09-01 | 278.740965385979 |
| 2007-10-01 | 278.265187370532 |
| 2007-11-01 | 278.922778122689 |
| 2007-12-01 | 279.204716289426 |
| 2008-01-01 | 280.310194243258 |
| 2008-02-01 | 280.209498712270 |
| 2008-03-01 | 279.956368075691 |
| 2008-04-01 | 280.789202296659 |
| 2008-05-01 | 281.601668993495 |
| 2008-06-01 | 281.750673864413 |
| 2008-07-01 | 281.991760383798 |
| 2008-08-01 | 282.043587643144 |
| 2008-09-01 | 282.361882904739 |
| 2008-10-01 | 282.616778496015 |
| 2008-11-01 | 282.310268512292 |
| 2008-12-01 | 282.508998508639 |
| 2009-01-01 | 282.282603510054 |
| 2009-02-01 | 283.138720084077 |
| 2009-03-01 | 283.582223575417 |
| 2009-04-01 | 283.764843148053 |
| 2009-05-01 | 284.239209841311 |
| 2009-06-01 | 285.336250069055 |
| 2009-07-01 | 283.858557806172 |
| 2009-08-01 | 284.266486493824 |
| 2009-09-01 | 283.196461433113 |
| 2009-10-01 | 284.149525288258 |
| 2009-11-01 | 284.844774971790 |
| 2009-12-01 | 284.249946860804 |
| 2010-01-01 | 284.105069991579 |
| 2010-02-01 | 284.350542591544 |
| 2010-03-01 | 284.506864088390 |
| 2010-04-01 | 284.433582659890 |
| 2010-05-01 | 284.562164825763 |
| 2010-06-01 | 284.920245001683 |
| 2010-07-01 | 285.711627982942 |
| 2010-08-01 | 285.895066492408 |
| 2010-09-01 | 285.450019673813 |
| 2010-10-01 | 287.785054147251 |
| 2010-11-01 | 287.744754028651 |
| 2010-12-01 | 287.891242503261 |
| 2011-01-01 | 288.850333514238 |
| 2011-02-01 | 288.524291444163 |
| 2011-03-01 | 288.713039985803 |
| 2011-04-01 | 292.475322820399 |
| 2011-05-01 | 291.847146024369 |
| 2011-06-01 | 291.877549262289 |
| 2011-07-01 | 293.268961284708 |
| 2011-08-01 | 293.621466611620 |
| 2011-09-01 | 294.121654816291 |
| 2011-10-01 | 294.314382801002 |
| 2011-11-01 | 294.540990726675 |
| 2011-12-01 | 295.225162733303 |
| 2012-01-01 | 295.630729089155 |
| 2012-02-01 | 296.311493362159 |
| 2012-03-01 | 296.741521333561 |
| 2012-04-01 | 296.430646207750 |
| 2012-05-01 | 296.319481200651 |
| 2012-06-01 | 297.109629370702 |
| 2012-07-01 | 297.464113674111 |
| 2012-08-01 | 297.873336107713 |
| 2012-09-01 | 296.972811804817 |
| 2012-10-01 | 297.620120457936 |
| 2012-11-01 | 297.646027551083 |
| 2012-12-01 | 298.468798350133 |
| 2013-01-01 | 298.736070413089 |
| 2013-02-01 | 299.018969061809 |
| 2013-03-01 | 298.897674587850 |
| 2013-04-01 | 299.585052584071 |
| 2013-05-01 | 299.255550498765 |
| 2013-06-01 | 299.500123549053 |
| 2013-07-01 | 298.927676117466 |
| 2013-08-01 | 299.413640504123 |
| 2013-09-01 | 300.081945966515 |
| 2013-10-01 | 299.845310196880 |
| 2013-11-01 | 299.875994186418 |
| 2013-12-01 | 299.545569528195 |
| 2014-01-01 | 299.202778936683 |
| 2014-02-01 | 300.489231916963 |
| 2014-03-01 | 300.672554913679 |
| 2014-04-01 | 300.233349741344 |
| 2014-05-01 | 300.178800338268 |
| 2014-06-01 | 300.330589412089 |
| 2014-07-01 | 299.957911180181 |
| 2014-08-01 | 300.161217436719 |
| 2014-09-01 | 300.312284553358 |
| 2014-10-01 | 300.926193832767 |
| 2014-11-01 | 301.398152975836 |
| 2014-12-01 | 302.048426969554 |
| 2015-01-01 | 301.883029440108 |
| 2015-02-01 | 301.581396365653 |
| 2015-03-01 | 302.172069420452 |
| 2015-04-01 | 301.658901167796 |
| 2015-05-01 | 302.662347752857 |
| 2015-06-01 | 303.205645165192 |
| 2015-07-01 | 304.027929401195 |
| 2015-08-01 | 306.233726310430 |
| 2015-09-01 | 303.618714005360 |
| 2015-10-01 | 307.755737605630 |
| 2015-11-01 | 307.044573846734 |
| 2015-12-01 | 307.667709632845 |
| 2016-01-01 | 307.869387013544 |
| 2016-02-01 | 308.214728995667 |
| 2016-03-01 | 308.082461087994 |
| 2016-04-01 | 309.546640586665 |
| 2016-05-01 | 309.771501141318 |
| 2016-06-01 | 309.401919514534 |
| 2016-07-01 | 311.279492035780 |
| 2016-08-01 | 310.559167494097 |
| 2016-09-01 | 311.405564724228 |
| 2016-10-01 | 310.812627664434 |
| 2016-11-01 | 311.042022727215 |
| 2016-12-01 | 311.489460777408 |
| 2017-01-01 | 311.091358925115 |
| 2017-02-01 | 311.546651370355 |
| 2017-03-01 | 311.708382779310 |
| 2017-04-01 | 312.061823783203 |
| 2017-05-01 | 313.233307984807 |
| 2017-06-01 | 313.830716766149 |
| 2017-07-01 | 314.016470193587 |
| 2017-08-01 | 314.060926044355 |
| 2017-09-01 | 314.761111320320 |
| 2017-10-01 | 314.557540980232 |
| 2017-11-01 | 314.954136271687 |
| 2017-12-01 | 315.003528772414 |
| 2018-01-01 | 315.988045894264 |
| 2018-02-01 | 316.360936979881 |
| 2018-03-01 | 317.266183540318 |
| 2018-04-01 | 317.160711942485 |
| 2018-05-01 | 316.925611650776 |
| 2018-06-01 | 317.563466117842 |
| 2018-07-01 | 317.181503222568 |
| 2018-08-01 | 316.932580177158 |
| 2018-09-01 | 316.028654673862 |
| 2018-10-01 | 316.602358255043 |
| 2018-11-01 | 316.087193510270 |
| 2018-12-01 | 316.051164979601 |
| 2019-01-01 | 317.597802669446 |
| 2019-02-01 | 317.399675029116 |
| 2019-03-01 | 318.747854406006 |
| 2019-04-01 | 319.113712236352 |
| 2019-05-01 | 319.579570987971 |
| 2019-06-01 | 319.367839509005 |
| 2019-07-01 | 319.572646534960 |
| 2019-08-01 | 320.528755726338 |
| 2019-09-01 | 320.259746983534 |
| 2019-10-01 | 320.511896688283 |
| 2019-11-01 | 320.483436079343 |
| 2019-12-01 | 320.780445602008 |
| 2020-01-01 | 320.223337720551 |
| 2020-02-01 | 320.414717168452 |
| 2020-03-01 | 319.439152447312 |
| 2020-04-01 | 263.691961876071 |
| 2020-05-01 | 263.850586717392 |
| 2020-06-01 | 278.009757863486 |
| 2020-07-01 | 284.464168810384 |
| 2020-08-01 | 288.842222200083 |
| 2020-09-01 | 292.674205151733 |
| 2020-10-01 | 295.066213781422 |
| 2020-11-01 | 294.883659614329 |
| 2020-12-01 | 296.094930941882 |
| 2021-01-01 | 296.638158123621 |
| 2021-02-01 | 297.757024583579 |
| 2021-03-01 | 298.993700372610 |
| 2021-04-01 | 295.881298517996 |
| 2021-05-01 | 295.317021690479 |
| 2021-06-01 | 298.215595606391 |
| 2021-07-01 | 296.770857780080 |
| 2021-08-01 | 296.025365851839 |
| 2021-09-01 | 296.495989492463 |
| 2021-10-01 | 298.281699384407 |
| 2021-11-01 | 297.789271275890 |
| 2021-12-01 | 296.408807609092 |
| 2022-01-01 | 297.728924820543 |
| 2022-02-01 | 298.783421517593 |
| 2022-03-01 | 299.588869619369 |
| 2022-04-01 | 301.772305111819 |
| 2022-05-01 | 302.315042468694 |
| 2022-06-01 | 301.825237784303 |
| 2022-07-01 | 304.594347552018 |
| 2022-08-01 | 305.136558533184 |
| 2022-09-01 | 306.231304621093 |
| 2022-10-01 | 308.072691568891 |
| 2022-11-01 | 309.069675714475 |
| 2022-12-01 | 311.284131528093 |
| 2023-01-01 | 312.437490174679 |
| 2023-02-01 | 313.267011604962 |
| 2023-03-01 | 314.497851402387 |
| 2023-04-01 | 315.618806301569 |
| 2023-05-01 | 317.415488358537 |
| 2023-06-01 | 318.879446524174 |
| 2023-07-01 | 321.098016175139 |
| 2023-08-01 | 321.719559318512 |
| 2023-09-01 | 322.511988957264 |
| 2023-10-01 | 323.269079611692 |
| 2023-11-01 | 323.502534966301 |
| 2023-12-01 | 324.446102253781 |
| 2024-01-01 | 324.431510144214 |
| 2024-02-01 | 326.165760315235 |
| 2024-03-01 | 327.269475878428 |
| 2024-04-01 | 328.100993515725 |
| 2024-05-01 | 329.230640081912 |
| 2024-06-01 | 329.672802822299 |
| 2024-07-01 | 331.153214805548 |
| 2024-08-01 | 332.617103717396 |
| 2024-09-01 | 333.942268254267 |
| 2024-10-01 | 333.171721985846 |
| 2024-11-01 | 334.020198503926 |
| 2024-12-01 | 334.016060615021 |
| 2025-01-01 | 336.247574321019 |
| 2025-02-01 | 336.775826186729 |
| 2025-03-01 | 337.983544058607 |
| 2025-04-01 | 338.672780580901 |
| 2025-05-01 | 339.358428796003 |
| 2025-06-01 | 340.165022301053 |
| 2025-07-01 | 340.721741530634 |
| 2025-08-01 | 341.214936891784 |
| 2025-09-01 | 340.586497504385 |
| 2025-10-01 | 340.515967203095 |
| 2025-11-01 | 341.496774195316 |
| 2025-12-01 | 341.864832860384 |
| 2026-01-01 | 341.613766392221 |
| 2026-02-01 | 341.901396381701 |
| 2026-03-01 | 341.981800784903 |
| 2026-04-01 | 341.881300443358 |
| 2026-05-01 | 341.411057028029 |
| 2026-06-01 | 342.152372296817 |
| 2026-07-01 | 341.388245663194 |