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 2026-05-01 |
| Last Updated | 2026-06-24 10:07 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 | 192.798649528136 |
| 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 | 207.372035446516 |
| 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 | 211.401715745211 |
| 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 | 219.197788333333 |
| 1995-05-01 | 218.673303271827 |
| 1995-06-01 | 220.162072563947 |
| 1995-07-01 | 221.692124005642 |
| 1995-08-01 | 222.261284716978 |
| 1995-09-01 | 223.188480875579 |
| 1995-10-01 | 224.545366706045 |
| 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 | 232.242174282097 |
| 1997-02-01 | 231.952367995894 |
| 1997-03-01 | 232.388774759903 |
| 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 | 232.595139188700 |
| 1998-10-01 | 232.762222581343 |
| 1998-11-01 | 232.302623833572 |
| 1998-12-01 | 232.541235335749 |
| 1999-01-01 | 232.927223781695 |
| 1999-02-01 | 233.627812492453 |
| 1999-03-01 | 233.501394001003 |
| 1999-04-01 | 234.343618236749 |
| 1999-05-01 | 233.944158284126 |
| 1999-06-01 | 234.241891906628 |
| 1999-07-01 | 233.979172373675 |
| 1999-08-01 | 232.916902507666 |
| 1999-09-01 | 233.925669843057 |
| 1999-10-01 | 235.322883616169 |
| 1999-11-01 | 235.370360648196 |
| 1999-12-01 | 235.651777205930 |
| 2000-01-01 | 235.225625826314 |
| 2000-02-01 | 236.069293714462 |
| 2000-03-01 | 236.751207852081 |
| 2000-04-01 | 237.416186136584 |
| 2000-05-01 | 237.263704729775 |
| 2000-06-01 | 238.249729714963 |
| 2000-07-01 | 238.730307733457 |
| 2000-08-01 | 239.209610999213 |
| 2000-09-01 | 239.847709196367 |
| 2000-10-01 | 239.191992944454 |
| 2000-11-01 | 240.620453678387 |
| 2000-12-01 | 240.146018126553 |
| 2001-01-01 | 237.938452965542 |
| 2001-02-01 | 238.598677894019 |
| 2001-03-01 | 239.553039192367 |
| 2001-04-01 | 240.514132870125 |
| 2001-05-01 | 242.258347729341 |
| 2001-06-01 | 244.270798824412 |
| 2001-07-01 | 243.339017022230 |
| 2001-08-01 | 244.432910600376 |
| 2001-09-01 | 244.258347170115 |
| 2001-10-01 | 244.435423239677 |
| 2001-11-01 | 245.211599946310 |
| 2001-12-01 | 245.663528045026 |
| 2002-01-01 | 245.980069281907 |
| 2002-02-01 | 246.195641294291 |
| 2002-03-01 | 246.492056478560 |
| 2002-04-01 | 249.163588667104 |
| 2002-05-01 | 249.967537893892 |
| 2002-06-01 | 252.366923255764 |
| 2002-07-01 | 250.716991379357 |
| 2002-08-01 | 251.301151477879 |
| 2002-09-01 | 249.805309508048 |
| 2002-10-01 | 251.085428747297 |
| 2002-11-01 | 251.238519848346 |
| 2002-12-01 | 251.496262158137 |
| 2003-01-01 | 253.465413719836 |
| 2003-02-01 | 254.205226372680 |
| 2003-03-01 | 253.795646730677 |
| 2003-04-01 | 251.211819316386 |
| 2003-05-01 | 251.663943015719 |
| 2003-06-01 | 251.203408206047 |
| 2003-07-01 | 252.527945144995 |
| 2003-08-01 | 252.497927912800 |
| 2003-09-01 | 253.925782146103 |
| 2003-10-01 | 254.309685931541 |
| 2003-11-01 | 254.680786377947 |
| 2003-12-01 | 254.638539392520 |
| 2004-01-01 | 255.056009306376 |
| 2004-02-01 | 255.508397297502 |
| 2004-03-01 | 255.771912343266 |
| 2004-04-01 | 257.341161434647 |
| 2004-05-01 | 257.739556382922 |
| 2004-06-01 | 256.647684470617 |
| 2004-07-01 | 259.848391476704 |
| 2004-08-01 | 259.911904189310 |
| 2004-09-01 | 260.692747422056 |
| 2004-10-01 | 261.304030216356 |
| 2004-11-01 | 261.712505241345 |
| 2004-12-01 | 262.457308522949 |
| 2005-01-01 | 261.892506625228 |
| 2005-02-01 | 263.061944083003 |
| 2005-03-01 | 263.705634954060 |
| 2005-04-01 | 265.113481364908 |
| 2005-05-01 | 265.264399002389 |
| 2005-06-01 | 264.358102843182 |
| 2005-07-01 | 265.897989750574 |
| 2005-08-01 | 267.217774801280 |
| 2005-09-01 | 268.762854594013 |
| 2005-10-01 | 270.372377671382 |
| 2005-11-01 | 271.052929027412 |
| 2005-12-01 | 271.823803416665 |
| 2006-01-01 | 271.508499177782 |
| 2006-02-01 | 271.371609298668 |
| 2006-03-01 | 272.754801663267 |
| 2006-04-01 | 270.471246356638 |
| 2006-05-01 | 271.582684895056 |
| 2006-06-01 | 271.891080636387 |
| 2006-07-01 | 271.995722286973 |
| 2006-08-01 | 272.216701354680 |
| 2006-09-01 | 274.479152351638 |
| 2006-10-01 | 272.123086867237 |
| 2006-11-01 | 272.440397919252 |
| 2006-12-01 | 273.557865081093 |
| 2007-01-01 | 274.738888033004 |
| 2007-02-01 | 275.291892354530 |
| 2007-03-01 | 276.045627145689 |
| 2007-04-01 | 275.830689359453 |
| 2007-05-01 | 276.680291544848 |
| 2007-06-01 | 278.589772813135 |
| 2007-07-01 | 277.205240852113 |
| 2007-08-01 | 277.524167438881 |
| 2007-09-01 | 278.740964625753 |
| 2007-10-01 | 278.265186630602 |
| 2007-11-01 | 278.922777997998 |
| 2007-12-01 | 279.204716218218 |
| 2008-01-01 | 280.310194234858 |
| 2008-02-01 | 280.209498919722 |
| 2008-03-01 | 279.956368809064 |
| 2008-04-01 | 280.789202886694 |
| 2008-05-01 | 281.601669311246 |
| 2008-06-01 | 281.750674130790 |
| 2008-07-01 | 281.991760479609 |
| 2008-08-01 | 282.043587656461 |
| 2008-09-01 | 282.361881687170 |
| 2008-10-01 | 282.616777358468 |
| 2008-11-01 | 282.310268401939 |
| 2008-12-01 | 282.508998161324 |
| 2009-01-01 | 282.282603105627 |
| 2009-02-01 | 283.138720158369 |
| 2009-03-01 | 283.582225116109 |
| 2009-04-01 | 283.764844588699 |
| 2009-05-01 | 284.239210383524 |
| 2009-06-01 | 285.336250276661 |
| 2009-07-01 | 283.858558126154 |
| 2009-08-01 | 284.266487290062 |
| 2009-09-01 | 283.196457798493 |
| 2009-10-01 | 284.149525107138 |
| 2009-11-01 | 284.844775215712 |
| 2009-12-01 | 284.249945209441 |
| 2010-01-01 | 284.105067867187 |
| 2010-02-01 | 284.350541989617 |
| 2010-03-01 | 284.506866632319 |
| 2010-04-01 | 284.433586186962 |
| 2010-05-01 | 284.562167888399 |
| 2010-06-01 | 284.920247664724 |
| 2010-07-01 | 285.711624321873 |
| 2010-08-01 | 285.895069848970 |
| 2010-09-01 | 285.450013404050 |
| 2010-10-01 | 287.785053970066 |
| 2010-11-01 | 287.744754043084 |
| 2010-12-01 | 287.891241492070 |
| 2011-01-01 | 288.850311818280 |
| 2011-02-01 | 288.524295743095 |
| 2011-03-01 | 288.713049507398 |
| 2011-04-01 | 292.475334855025 |
| 2011-05-01 | 291.847158496058 |
| 2011-06-01 | 291.877559349540 |
| 2011-07-01 | 293.268952954519 |
| 2011-08-01 | 293.621467687196 |
| 2011-09-01 | 294.121638437464 |
| 2011-10-01 | 294.314374616361 |
| 2011-11-01 | 294.540982314769 |
| 2011-12-01 | 295.225165545453 |
| 2012-01-01 | 295.630684751126 |
| 2012-02-01 | 296.311503074814 |
| 2012-03-01 | 296.741541914631 |
| 2012-04-01 | 296.430688853477 |
| 2012-05-01 | 296.319509045266 |
| 2012-06-01 | 297.109651285491 |
| 2012-07-01 | 297.464102759776 |
| 2012-08-01 | 297.873330177279 |
| 2012-09-01 | 296.972762574459 |
| 2012-10-01 | 297.620089527172 |
| 2012-11-01 | 297.646012758651 |
| 2012-12-01 | 298.468804449585 |
| 2013-01-01 | 298.735990896273 |
| 2013-02-01 | 299.018961737031 |
| 2013-03-01 | 298.897796857727 |
| 2013-04-01 | 299.585099691148 |
| 2013-05-01 | 299.255567379741 |
| 2013-06-01 | 299.500223701166 |
| 2013-07-01 | 298.927642217734 |
| 2013-08-01 | 299.413642489344 |
| 2013-09-01 | 300.081762835678 |
| 2013-10-01 | 299.845282435826 |
| 2013-11-01 | 299.875979926656 |
| 2013-12-01 | 299.545576552497 |
| 2014-01-01 | 299.202686104717 |
| 2014-02-01 | 300.489211661070 |
| 2014-03-01 | 300.672783420374 |
| 2014-04-01 | 300.233402529788 |
| 2014-05-01 | 300.178809818552 |
| 2014-06-01 | 300.330773016500 |
| 2014-07-01 | 299.957859299621 |
| 2014-08-01 | 300.161227736025 |
| 2014-09-01 | 300.311961451868 |
| 2014-10-01 | 300.926147786499 |
| 2014-11-01 | 301.398110227854 |
| 2014-12-01 | 302.048372147882 |
| 2015-01-01 | 301.882906042016 |
| 2015-02-01 | 301.581376208746 |
| 2015-03-01 | 302.172474069483 |
| 2015-04-01 | 301.659050675221 |
| 2015-05-01 | 302.662446753438 |
| 2015-06-01 | 303.205951835617 |
| 2015-07-01 | 304.027829071050 |
| 2015-08-01 | 306.233668424158 |
| 2015-09-01 | 303.618188551752 |
| 2015-10-01 | 307.755611696515 |
| 2015-11-01 | 307.044417314884 |
| 2015-12-01 | 307.667485015000 |
| 2016-01-01 | 307.869169501365 |
| 2016-02-01 | 308.214680274788 |
| 2016-03-01 | 308.083062461480 |
| 2016-04-01 | 309.547190754761 |
| 2016-05-01 | 309.772039040644 |
| 2016-06-01 | 309.402495529776 |
| 2016-07-01 | 311.279370857138 |
| 2016-08-01 | 310.558840294796 |
| 2016-09-01 | 311.404679839933 |
| 2016-10-01 | 310.812189240773 |
| 2016-11-01 | 311.041576717473 |
| 2016-12-01 | 311.488840291195 |
| 2017-01-01 | 311.090903314657 |
| 2017-02-01 | 311.546537407565 |
| 2017-03-01 | 311.709162840997 |
| 2017-04-01 | 312.063129610985 |
| 2017-05-01 | 313.235144122474 |
| 2017-06-01 | 313.832996631793 |
| 2017-07-01 | 314.014681985264 |
| 2017-08-01 | 314.060262865485 |
| 2017-09-01 | 314.759615067034 |
| 2017-10-01 | 314.556583832558 |
| 2017-11-01 | 314.953259069567 |
| 2017-12-01 | 315.002499645799 |
| 2018-01-01 | 315.987282999965 |
| 2018-02-01 | 316.360752587514 |
| 2018-03-01 | 317.266989920530 |
| 2018-04-01 | 317.162678281741 |
| 2018-05-01 | 316.928575635593 |
| 2018-06-01 | 317.570141375217 |
| 2018-07-01 | 317.176968339741 |
| 2018-08-01 | 316.931070581730 |
| 2018-09-01 | 316.026683381613 |
| 2018-10-01 | 316.600487931760 |
| 2018-11-01 | 316.085850496007 |
| 2018-12-01 | 316.049727542159 |
| 2019-01-01 | 317.596716487736 |
| 2019-02-01 | 317.399272880781 |
| 2019-03-01 | 318.748572436647 |
| 2019-04-01 | 319.116373503577 |
| 2019-05-01 | 319.583926945049 |
| 2019-06-01 | 319.378036649244 |
| 2019-07-01 | 319.565891735375 |
| 2019-08-01 | 320.526852299235 |
| 2019-09-01 | 320.257647927434 |
| 2019-10-01 | 320.509336038151 |
| 2019-11-01 | 320.481727907145 |
| 2019-12-01 | 320.778554972218 |
| 2020-01-01 | 320.221676632492 |
| 2020-02-01 | 320.413777109606 |
| 2020-03-01 | 319.439610475270 |
| 2020-04-01 | 263.694398313518 |
| 2020-05-01 | 263.854681530029 |
| 2020-06-01 | 278.020597738971 |
| 2020-07-01 | 284.458241578561 |
| 2020-08-01 | 288.840827788746 |
| 2020-09-01 | 292.672335095476 |
| 2020-10-01 | 295.062825758716 |
| 2020-11-01 | 294.881444284796 |
| 2020-12-01 | 296.093174972154 |
| 2021-01-01 | 296.630662120964 |
| 2021-02-01 | 297.757824000537 |
| 2021-03-01 | 298.996771251328 |
| 2021-04-01 | 295.887506428371 |
| 2021-05-01 | 295.324644648179 |
| 2021-06-01 | 298.227122773594 |
| 2021-07-01 | 296.763214980548 |
| 2021-08-01 | 296.026050297473 |
| 2021-09-01 | 296.489840446176 |
| 2021-10-01 | 298.274127817215 |
| 2021-11-01 | 297.783542361942 |
| 2021-12-01 | 296.406085675061 |
| 2022-01-01 | 297.714672621160 |
| 2022-02-01 | 298.788148368486 |
| 2022-03-01 | 299.600646847660 |
| 2022-04-01 | 301.789692154206 |
| 2022-05-01 | 302.331080784481 |
| 2022-06-01 | 301.837744986261 |
| 2022-07-01 | 304.582363164660 |
| 2022-08-01 | 305.132125507767 |
| 2022-09-01 | 306.213603261194 |
| 2022-10-01 | 308.054375425639 |
| 2022-11-01 | 309.056816416881 |
| 2022-12-01 | 311.276928145855 |
| 2023-01-01 | 312.414747832682 |
| 2023-02-01 | 313.281119957436 |
| 2023-03-01 | 314.527809736723 |
| 2023-04-01 | 315.663066226231 |
| 2023-05-01 | 317.450345117877 |
| 2023-06-01 | 318.927830245627 |
| 2023-07-01 | 321.035593423031 |
| 2023-08-01 | 321.692996671704 |
| 2023-09-01 | 322.474422021793 |
| 2023-10-01 | 323.235824703498 |
| 2023-11-01 | 323.479048241748 |
| 2023-12-01 | 324.434880999832 |
| 2024-01-01 | 324.410179846352 |
| 2024-02-01 | 326.194528554234 |
| 2024-03-01 | 327.324922984278 |
| 2024-04-01 | 328.182591372203 |
| 2024-05-01 | 329.291008318216 |
| 2024-06-01 | 329.775696051207 |
| 2024-07-01 | 331.005809489368 |
| 2024-08-01 | 332.559113017696 |
| 2024-09-01 | 333.883216437546 |
| 2024-10-01 | 333.123238298950 |
| 2024-11-01 | 333.986979956872 |
| 2024-12-01 | 334.002520122512 |
| 2025-01-01 | 336.229035912472 |
| 2025-02-01 | 336.822445333056 |
| 2025-03-01 | 338.066286130556 |
| 2025-04-01 | 338.795203260797 |
| 2025-05-01 | 339.446297276718 |
| 2025-06-01 | 340.340861986766 |
| 2025-07-01 | 340.459675301767 |
| 2025-08-01 | 341.125353358731 |
| 2025-09-01 | 340.508344877595 |
| 2025-10-01 | 340.455643938571 |
| 2025-11-01 | 341.455551845151 |
| 2025-12-01 | 341.851725337872 |
| 2026-01-01 | 341.604427383368 |
| 2026-02-01 | 341.961128365919 |
| 2026-03-01 | 342.084304971173 |
| 2026-04-01 | 342.032299393407 |
| 2026-05-01 | 341.817079343685 |