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 2026-01-01 |
| Last Updated | 2026-04-10 4:41 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 | 193.047132145062 |
| 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 | 211.401715745212 |
| 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 | 218.440848727171 |
| 1995-03-01 | 218.854639146283 |
| 1995-04-01 | 219.197788333333 |
| 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 | 228.383088763204 |
| 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 | 232.242174282096 |
| 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 | 233.415585281100 |
| 1997-08-01 | 234.291326375376 |
| 1997-09-01 | 234.159479491342 |
| 1997-10-01 | 233.913569382831 |
| 1997-11-01 | 233.969011879551 |
| 1997-12-01 | 234.122417705922 |
| 1998-01-01 | 235.670364410643 |
| 1998-02-01 | 234.842530731485 |
| 1998-03-01 | 235.591588183079 |
| 1998-04-01 | 233.886717453359 |
| 1998-05-01 | 234.036273341672 |
| 1998-06-01 | 234.416214944234 |
| 1998-07-01 | 233.666892259659 |
| 1998-08-01 | 232.955214734600 |
| 1998-09-01 | 232.595139188702 |
| 1998-10-01 | 232.762222581345 |
| 1998-11-01 | 232.302623833574 |
| 1998-12-01 | 232.541235335747 |
| 1999-01-01 | 232.927223781692 |
| 1999-02-01 | 233.627812492443 |
| 1999-03-01 | 233.501394001004 |
| 1999-04-01 | 234.343618236755 |
| 1999-05-01 | 233.944158284131 |
| 1999-06-01 | 234.241891906626 |
| 1999-07-01 | 233.979172373674 |
| 1999-08-01 | 232.916902507665 |
| 1999-09-01 | 233.925669843063 |
| 1999-10-01 | 235.322883616170 |
| 1999-11-01 | 235.370360648196 |
| 1999-12-01 | 235.651777205929 |
| 2000-01-01 | 235.225625826313 |
| 2000-02-01 | 236.069293714448 |
| 2000-03-01 | 236.751207852044 |
| 2000-04-01 | 237.416186136658 |
| 2000-05-01 | 237.263704729768 |
| 2000-06-01 | 238.249729714946 |
| 2000-07-01 | 238.730307733448 |
| 2000-08-01 | 239.209610999210 |
| 2000-09-01 | 239.847709196376 |
| 2000-10-01 | 239.191992944455 |
| 2000-11-01 | 240.620453678385 |
| 2000-12-01 | 240.146018126555 |
| 2001-01-01 | 237.938452965549 |
| 2001-02-01 | 238.598677894008 |
| 2001-03-01 | 239.553039192293 |
| 2001-04-01 | 240.514132870273 |
| 2001-05-01 | 242.258347729325 |
| 2001-06-01 | 244.270798824314 |
| 2001-07-01 | 243.339017022226 |
| 2001-08-01 | 244.432910600392 |
| 2001-09-01 | 244.258347170156 |
| 2001-10-01 | 244.435423239700 |
| 2001-11-01 | 245.211599946315 |
| 2001-12-01 | 245.663528045020 |
| 2002-01-01 | 245.980069281898 |
| 2002-02-01 | 246.195641294250 |
| 2002-03-01 | 246.492056478423 |
| 2002-04-01 | 249.163588667333 |
| 2002-05-01 | 249.967537893887 |
| 2002-06-01 | 252.366923255549 |
| 2002-07-01 | 250.716991379402 |
| 2002-08-01 | 251.301151477957 |
| 2002-09-01 | 249.805309508153 |
| 2002-10-01 | 251.085428747362 |
| 2002-11-01 | 251.238519848354 |
| 2002-12-01 | 251.496262158091 |
| 2003-01-01 | 253.465413719762 |
| 2003-02-01 | 254.205226372552 |
| 2003-03-01 | 253.795646730375 |
| 2003-04-01 | 251.211819316751 |
| 2003-05-01 | 251.663943015765 |
| 2003-06-01 | 251.203408205832 |
| 2003-07-01 | 252.527945145204 |
| 2003-08-01 | 252.497927913000 |
| 2003-09-01 | 253.925782146943 |
| 2003-10-01 | 254.309685931457 |
| 2003-11-01 | 254.680786377410 |
| 2003-12-01 | 254.638539391318 |
| 2004-01-01 | 255.056009304899 |
| 2004-02-01 | 255.508397296438 |
| 2004-03-01 | 255.771912343206 |
| 2004-04-01 | 257.341161437026 |
| 2004-05-01 | 257.739556386686 |
| 2004-06-01 | 256.647684475174 |
| 2004-07-01 | 259.848391477537 |
| 2004-08-01 | 259.911904186666 |
| 2004-09-01 | 260.692747418750 |
| 2004-10-01 | 261.304030211573 |
| 2004-11-01 | 261.712505236988 |
| 2004-12-01 | 262.457308517746 |
| 2005-01-01 | 261.892506619478 |
| 2005-02-01 | 263.061944079530 |
| 2005-03-01 | 263.705634958438 |
| 2005-04-01 | 265.113481381189 |
| 2005-05-01 | 265.264399032037 |
| 2005-06-01 | 264.358102874182 |
| 2005-07-01 | 265.897989757037 |
| 2005-08-01 | 267.217774776774 |
| 2005-09-01 | 268.762854550292 |
| 2005-10-01 | 270.372377619924 |
| 2005-11-01 | 271.052928992488 |
| 2005-12-01 | 271.823803409582 |
| 2006-01-01 | 271.508499193682 |
| 2006-02-01 | 271.371609326729 |
| 2006-03-01 | 272.754801707875 |
| 2006-04-01 | 270.471246412408 |
| 2006-05-01 | 271.582684959539 |
| 2006-06-01 | 271.891080723283 |
| 2006-07-01 | 271.995722308494 |
| 2006-08-01 | 272.216701313091 |
| 2006-09-01 | 274.479152073573 |
| 2006-10-01 | 272.123086747133 |
| 2006-11-01 | 272.440397832384 |
| 2006-12-01 | 273.557865084659 |
| 2007-01-01 | 274.738888126373 |
| 2007-02-01 | 275.291892488762 |
| 2007-03-01 | 276.045627293899 |
| 2007-04-01 | 275.830689490844 |
| 2007-05-01 | 276.680291637835 |
| 2007-06-01 | 278.589772945593 |
| 2007-07-01 | 277.205240933197 |
| 2007-08-01 | 277.524167449786 |
| 2007-09-01 | 278.740963763757 |
| 2007-10-01 | 278.265186377547 |
| 2007-11-01 | 278.922777892667 |
| 2007-12-01 | 279.204716146152 |
| 2008-01-01 | 280.310194212099 |
| 2008-02-01 | 280.209499938264 |
| 2008-03-01 | 279.956369128181 |
| 2008-04-01 | 280.789202922084 |
| 2008-05-01 | 281.601669411926 |
| 2008-06-01 | 281.750674245369 |
| 2008-07-01 | 281.991760469953 |
| 2008-08-01 | 282.043587582420 |
| 2008-09-01 | 282.361880142172 |
| 2008-10-01 | 282.616776919755 |
| 2008-11-01 | 282.310268287621 |
| 2008-12-01 | 282.508998113196 |
| 2009-01-01 | 282.282603177516 |
| 2009-02-01 | 283.138722376918 |
| 2009-03-01 | 283.582225951690 |
| 2009-04-01 | 283.764844744051 |
| 2009-05-01 | 284.239210400348 |
| 2009-06-01 | 285.336249788743 |
| 2009-07-01 | 283.858557027802 |
| 2009-08-01 | 284.266485937243 |
| 2009-09-01 | 283.196455037094 |
| 2009-10-01 | 284.149524868854 |
| 2009-11-01 | 284.844776582417 |
| 2009-12-01 | 284.249947619724 |
| 2010-01-01 | 284.105070158971 |
| 2010-02-01 | 284.350545893088 |
| 2010-03-01 | 284.506866519911 |
| 2010-04-01 | 284.433584318513 |
| 2010-05-01 | 284.562166435097 |
| 2010-06-01 | 284.920246156413 |
| 2010-07-01 | 285.711618728478 |
| 2010-08-01 | 285.895065808498 |
| 2010-09-01 | 285.450007743036 |
| 2010-10-01 | 287.785053471171 |
| 2010-11-01 | 287.744759825692 |
| 2010-12-01 | 287.891253446803 |
| 2011-01-01 | 288.850326676599 |
| 2011-02-01 | 288.524306174276 |
| 2011-03-01 | 288.713049211218 |
| 2011-04-01 | 292.475325284239 |
| 2011-05-01 | 291.847144858509 |
| 2011-06-01 | 291.877544498823 |
| 2011-07-01 | 293.268933545958 |
| 2011-08-01 | 293.621458040065 |
| 2011-09-01 | 294.121630613432 |
| 2011-10-01 | 294.314377733892 |
| 2011-11-01 | 294.540997922842 |
| 2011-12-01 | 295.225215100904 |
| 2012-01-01 | 295.630717826000 |
| 2012-02-01 | 296.311537899638 |
| 2012-03-01 | 296.741568077149 |
| 2012-04-01 | 296.430599619610 |
| 2012-05-01 | 296.319485967327 |
| 2012-06-01 | 297.109611303371 |
| 2012-07-01 | 297.464056015356 |
| 2012-08-01 | 297.873303508546 |
| 2012-09-01 | 296.972757178487 |
| 2012-10-01 | 297.620111242761 |
| 2012-11-01 | 297.646046541148 |
| 2012-12-01 | 298.468908083871 |
| 2013-01-01 | 298.736074407123 |
| 2013-02-01 | 299.019046033774 |
| 2013-03-01 | 298.897787846164 |
| 2013-04-01 | 299.584980646194 |
| 2013-05-01 | 299.255621524105 |
| 2013-06-01 | 299.499917094105 |
| 2013-07-01 | 298.927568508423 |
| 2013-08-01 | 299.413651196819 |
| 2013-09-01 | 300.081799202054 |
| 2013-10-01 | 299.845323600591 |
| 2013-11-01 | 299.876052271329 |
| 2013-12-01 | 299.545751949085 |
| 2014-01-01 | 299.202820696837 |
| 2014-02-01 | 300.489347306069 |
| 2014-03-01 | 300.672741390407 |
| 2014-04-01 | 300.233255454575 |
| 2014-05-01 | 300.178938537020 |
| 2014-06-01 | 300.330180962194 |
| 2014-07-01 | 299.957723673274 |
| 2014-08-01 | 300.161232277482 |
| 2014-09-01 | 300.311999152969 |
| 2014-10-01 | 300.926169619678 |
| 2014-11-01 | 301.398199789860 |
| 2014-12-01 | 302.048795574403 |
| 2015-01-01 | 301.883189275652 |
| 2015-02-01 | 301.581665846777 |
| 2015-03-01 | 302.172442914918 |
| 2015-04-01 | 301.658915267146 |
| 2015-05-01 | 302.662504366202 |
| 2015-06-01 | 303.204886033378 |
| 2015-07-01 | 304.027464529712 |
| 2015-08-01 | 306.233531498251 |
| 2015-09-01 | 303.618122143852 |
| 2015-10-01 | 307.755581887795 |
| 2015-11-01 | 307.044628354229 |
| 2015-12-01 | 307.668450198755 |
| 2016-01-01 | 307.870026039072 |
| 2016-02-01 | 308.215591357374 |
| 2016-03-01 | 308.083357740231 |
| 2016-04-01 | 309.546844292586 |
| 2016-05-01 | 309.771379841256 |
| 2016-06-01 | 309.400485946652 |
| 2016-07-01 | 311.278208557522 |
| 2016-08-01 | 310.558216915731 |
| 2016-09-01 | 311.404379599707 |
| 2016-10-01 | 310.812226450145 |
| 2016-11-01 | 311.042253857940 |
| 2016-12-01 | 311.490880021921 |
| 2017-01-01 | 311.093121847388 |
| 2017-02-01 | 311.549355910507 |
| 2017-03-01 | 311.711392764998 |
| 2017-04-01 | 312.061233047031 |
| 2017-05-01 | 313.232292596366 |
| 2017-06-01 | 313.828342390050 |
| 2017-07-01 | 314.011346923136 |
| 2017-08-01 | 314.058731041064 |
| 2017-09-01 | 314.760110259652 |
| 2017-10-01 | 314.557205672393 |
| 2017-11-01 | 314.955106486439 |
| 2017-12-01 | 315.006361076629 |
| 2018-01-01 | 315.991949246382 |
| 2018-02-01 | 316.366443991424 |
| 2018-03-01 | 317.272479317909 |
| 2018-04-01 | 317.159375244731 |
| 2018-05-01 | 316.923779432182 |
| 2018-06-01 | 317.554734577885 |
| 2018-07-01 | 317.172656289407 |
| 2018-08-01 | 316.929048571700 |
| 2018-09-01 | 316.027643178083 |
| 2018-10-01 | 316.601989476707 |
| 2018-11-01 | 316.090994201240 |
| 2018-12-01 | 316.055965622882 |
| 2019-01-01 | 317.605101755213 |
| 2019-02-01 | 317.408497813729 |
| 2019-03-01 | 318.757881521643 |
| 2019-04-01 | 319.113376757336 |
| 2019-05-01 | 319.580669496130 |
| 2019-06-01 | 319.337448866681 |
| 2019-07-01 | 319.563918251922 |
| 2019-08-01 | 320.525744432814 |
| 2019-09-01 | 320.258742335003 |
| 2019-10-01 | 320.511395285622 |
| 2019-11-01 | 320.491468384314 |
| 2019-12-01 | 320.788799705712 |
| 2020-01-01 | 320.235254909939 |
| 2020-02-01 | 320.427519196337 |
| 2020-03-01 | 319.452159269467 |
| 2020-04-01 | 263.692841474814 |
| 2020-05-01 | 263.853005039365 |
| 2020-06-01 | 277.962895750548 |
| 2020-07-01 | 284.456421329179 |
| 2020-08-01 | 288.837190324999 |
| 2020-09-01 | 292.671147286525 |
| 2020-10-01 | 295.064922993288 |
| 2020-11-01 | 294.893539662399 |
| 2020-12-01 | 296.103459966419 |
| 2021-01-01 | 296.677030938801 |
| 2021-02-01 | 297.770951495012 |
| 2021-03-01 | 299.007920697377 |
| 2021-04-01 | 295.883520547159 |
| 2021-05-01 | 295.318177957206 |
| 2021-06-01 | 298.140616980185 |
| 2021-07-01 | 296.753154618854 |
| 2021-08-01 | 296.008531206159 |
| 2021-09-01 | 296.484158204469 |
| 2021-10-01 | 298.280375098248 |
| 2021-11-01 | 297.807278171309 |
| 2021-12-01 | 296.428968333248 |
| 2022-01-01 | 297.808855452371 |
| 2022-02-01 | 298.810156787450 |
| 2022-03-01 | 299.610070814543 |
| 2022-04-01 | 301.775295666343 |
| 2022-05-01 | 302.304296696585 |
| 2022-06-01 | 301.724333328517 |
| 2022-07-01 | 304.545105505882 |
| 2022-08-01 | 305.086609055684 |
| 2022-09-01 | 306.197947130796 |
| 2022-10-01 | 308.070066156016 |
| 2022-11-01 | 309.104360141763 |
| 2022-12-01 | 311.338341721448 |
| 2023-01-01 | 312.600378770574 |
| 2023-02-01 | 313.316973976044 |
| 2023-03-01 | 314.536766928116 |
| 2023-04-01 | 315.633444889709 |
| 2023-05-01 | 317.354646518754 |
| 2023-06-01 | 318.769870632847 |
| 2023-07-01 | 320.955410156874 |
| 2023-08-01 | 321.609372398038 |
| 2023-09-01 | 322.447026228822 |
| 2023-10-01 | 323.271756330563 |
| 2023-11-01 | 323.570695122861 |
| 2023-12-01 | 324.564278341808 |
| 2024-01-01 | 324.676572335315 |
| 2024-02-01 | 326.261780760468 |
| 2024-03-01 | 327.344864252596 |
| 2024-04-01 | 328.126477499321 |
| 2024-05-01 | 329.094535052772 |
| 2024-06-01 | 329.582746389873 |
| 2024-07-01 | 330.873244574953 |
| 2024-08-01 | 332.435961807353 |
| 2024-09-01 | 333.844599645738 |
| 2024-10-01 | 333.181982313772 |
| 2024-11-01 | 334.123201880884 |
| 2024-12-01 | 334.203118308489 |
| 2025-01-01 | 336.589875326965 |
| 2025-02-01 | 336.913683943604 |
| 2025-03-01 | 338.103395166755 |
| 2025-04-01 | 338.713693822892 |
| 2025-05-01 | 339.133035702704 |
| 2025-06-01 | 340.116353712126 |
| 2025-07-01 | 340.281556547614 |
| 2025-08-01 | 340.969159082461 |
| 2025-09-01 | 340.463626457808 |
| 2025-10-01 | 340.538119436189 |
| 2025-11-01 | 341.636036569857 |
| 2025-12-01 | 342.116510096150 |
| 2026-01-01 | 342.108497226287 |