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 2025-11-01 |
| Last Updated | 2026-01-07 10:01 PM CST |
| 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 | 218.244199773433 |
| 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 | 220.162072563946 |
| 1995-07-01 | 221.692124005641 |
| 1995-08-01 | 222.261284716978 |
| 1995-09-01 | 223.188480875580 |
| 1995-10-01 | 224.545366706046 |
| 1995-11-01 | 225.036999878470 |
| 1995-12-01 | 225.819741099819 |
| 1996-01-01 | 227.290313407124 |
| 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 | 229.801732120836 |
| 1996-09-01 | 230.712373678943 |
| 1996-10-01 | 229.755604632253 |
| 1996-11-01 | 230.949575053249 |
| 1996-12-01 | 231.874931932287 |
| 1997-01-01 | 232.242174282094 |
| 1997-02-01 | 231.952367995892 |
| 1997-03-01 | 232.388774759901 |
| 1997-04-01 | 232.118297578932 |
| 1997-05-01 | 233.067259160174 |
| 1997-06-01 | 233.291437116335 |
| 1997-07-01 | 233.415585281102 |
| 1997-08-01 | 234.291326375384 |
| 1997-09-01 | 234.159479491353 |
| 1997-10-01 | 233.913569382841 |
| 1997-11-01 | 233.969011879558 |
| 1997-12-01 | 234.122417705912 |
| 1998-01-01 | 235.670364410623 |
| 1998-02-01 | 234.842530731449 |
| 1998-03-01 | 235.591588183081 |
| 1998-04-01 | 233.886717453372 |
| 1998-05-01 | 234.036273341683 |
| 1998-06-01 | 234.416214944238 |
| 1998-07-01 | 233.666892259663 |
| 1998-08-01 | 232.955214734617 |
| 1998-09-01 | 232.595139188729 |
| 1998-10-01 | 232.762222581370 |
| 1998-11-01 | 232.302623833593 |
| 1998-12-01 | 232.541235335708 |
| 1999-01-01 | 232.927223781613 |
| 1999-02-01 | 233.627812492338 |
| 1999-03-01 | 233.501394001040 |
| 1999-04-01 | 234.343618236802 |
| 1999-05-01 | 233.944158284192 |
| 1999-06-01 | 234.241891906643 |
| 1999-07-01 | 233.979172373663 |
| 1999-08-01 | 232.916902507664 |
| 1999-09-01 | 233.925669843160 |
| 1999-10-01 | 235.322883616193 |
| 1999-11-01 | 235.370360648183 |
| 1999-12-01 | 235.651777205925 |
| 2000-01-01 | 235.225625826285 |
| 2000-02-01 | 236.069293714029 |
| 2000-03-01 | 236.751207851718 |
| 2000-04-01 | 237.416186137548 |
| 2000-05-01 | 237.263704729709 |
| 2000-06-01 | 238.249729714833 |
| 2000-07-01 | 238.730307733364 |
| 2000-08-01 | 239.209610999181 |
| 2000-09-01 | 239.847709196516 |
| 2000-10-01 | 239.191992944489 |
| 2000-11-01 | 240.620453678403 |
| 2000-12-01 | 240.146018126664 |
| 2001-01-01 | 237.938452965632 |
| 2001-02-01 | 238.598677893311 |
| 2001-03-01 | 239.553039191575 |
| 2001-04-01 | 240.514132871976 |
| 2001-05-01 | 242.258347729067 |
| 2001-06-01 | 244.270798823797 |
| 2001-07-01 | 243.339017022052 |
| 2001-08-01 | 244.432910600368 |
| 2001-09-01 | 244.258347170408 |
| 2001-10-01 | 244.435423239818 |
| 2001-11-01 | 245.211599946432 |
| 2001-12-01 | 245.663528045396 |
| 2002-01-01 | 245.980069282296 |
| 2002-02-01 | 246.195641293377 |
| 2002-03-01 | 246.492056477266 |
| 2002-04-01 | 249.163588669897 |
| 2002-05-01 | 249.967537893387 |
| 2002-06-01 | 252.366923253221 |
| 2002-07-01 | 250.716991379328 |
| 2002-08-01 | 251.301151478184 |
| 2002-09-01 | 249.805309508689 |
| 2002-10-01 | 251.085428747843 |
| 2002-11-01 | 251.238519848845 |
| 2002-12-01 | 251.496262158812 |
| 2003-01-01 | 253.465413720629 |
| 2003-02-01 | 254.205226372441 |
| 2003-03-01 | 253.795646729020 |
| 2003-04-01 | 251.211819318111 |
| 2003-05-01 | 251.663943015267 |
| 2003-06-01 | 251.203408201547 |
| 2003-07-01 | 252.527945144706 |
| 2003-08-01 | 252.497927912881 |
| 2003-09-01 | 253.925782150039 |
| 2003-10-01 | 254.309685931709 |
| 2003-11-01 | 254.680786377590 |
| 2003-12-01 | 254.638539392090 |
| 2004-01-01 | 255.056009306339 |
| 2004-02-01 | 255.508397297390 |
| 2004-03-01 | 255.771912342581 |
| 2004-04-01 | 257.341161438875 |
| 2004-05-01 | 257.739556388534 |
| 2004-06-01 | 256.647684462481 |
| 2004-07-01 | 259.848391474548 |
| 2004-08-01 | 259.911904180896 |
| 2004-09-01 | 260.692747418846 |
| 2004-10-01 | 261.304030210557 |
| 2004-11-01 | 261.712505246296 |
| 2004-12-01 | 262.457308542435 |
| 2005-01-01 | 261.892506655028 |
| 2005-02-01 | 263.061944109146 |
| 2005-03-01 | 263.705634960012 |
| 2005-04-01 | 265.113481348318 |
| 2005-05-01 | 265.264398960730 |
| 2005-06-01 | 264.358102752785 |
| 2005-07-01 | 265.897989684682 |
| 2005-08-01 | 267.217774781803 |
| 2005-09-01 | 268.762854642558 |
| 2005-10-01 | 270.372377722518 |
| 2005-11-01 | 271.052929100998 |
| 2005-12-01 | 271.823803542271 |
| 2006-01-01 | 271.508499331449 |
| 2006-02-01 | 271.371609406742 |
| 2006-03-01 | 272.754801647403 |
| 2006-04-01 | 270.471246185882 |
| 2006-05-01 | 271.582684581555 |
| 2006-06-01 | 271.891080238962 |
| 2006-07-01 | 271.995722086377 |
| 2006-08-01 | 272.216701439721 |
| 2006-09-01 | 274.479152418590 |
| 2006-10-01 | 272.123087237984 |
| 2006-11-01 | 272.440398292244 |
| 2006-12-01 | 273.557865562522 |
| 2007-01-01 | 274.738888567708 |
| 2007-02-01 | 275.291892727932 |
| 2007-03-01 | 276.045626977885 |
| 2007-04-01 | 275.830688436678 |
| 2007-05-01 | 276.680290130664 |
| 2007-06-01 | 278.589771550987 |
| 2007-07-01 | 277.205240248779 |
| 2007-08-01 | 277.524167148211 |
| 2007-09-01 | 278.740966353471 |
| 2007-10-01 | 278.265189827885 |
| 2007-11-01 | 278.922777869593 |
| 2007-12-01 | 279.204715998392 |
| 2008-01-01 | 280.310194034727 |
| 2008-02-01 | 280.209503357213 |
| 2008-03-01 | 279.956366549218 |
| 2008-04-01 | 280.789199671828 |
| 2008-05-01 | 281.601667421495 |
| 2008-06-01 | 281.750672058204 |
| 2008-07-01 | 281.991758882028 |
| 2008-08-01 | 282.043586302643 |
| 2008-09-01 | 282.361883514583 |
| 2008-10-01 | 282.616781838491 |
| 2008-11-01 | 282.310267954133 |
| 2008-12-01 | 282.508999837728 |
| 2009-01-01 | 282.282606100843 |
| 2009-02-01 | 283.138732252926 |
| 2009-03-01 | 283.582221209667 |
| 2009-04-01 | 283.764837047239 |
| 2009-05-01 | 284.239206674508 |
| 2009-06-01 | 285.336246077219 |
| 2009-07-01 | 283.858551172521 |
| 2009-08-01 | 284.266476488068 |
| 2009-09-01 | 283.196471884500 |
| 2009-10-01 | 284.149520937630 |
| 2009-11-01 | 284.844772495502 |
| 2009-12-01 | 284.249954837135 |
| 2010-01-01 | 284.105083079689 |
| 2010-02-01 | 284.350568017703 |
| 2010-03-01 | 284.506863277445 |
| 2010-04-01 | 284.433571677535 |
| 2010-05-01 | 284.562155597789 |
| 2010-06-01 | 284.920234556808 |
| 2010-07-01 | 285.711610363998 |
| 2010-08-01 | 285.895039534696 |
| 2010-09-01 | 285.450040610918 |
| 2010-10-01 | 287.785043135893 |
| 2010-11-01 | 287.744746426804 |
| 2010-12-01 | 287.891237587120 |
| 2011-01-01 | 288.850472351393 |
| 2011-02-01 | 288.524289869325 |
| 2011-03-01 | 288.713013775858 |
| 2011-04-01 | 292.475290207680 |
| 2011-05-01 | 291.847116875986 |
| 2011-06-01 | 291.877517296522 |
| 2011-07-01 | 293.268927924098 |
| 2011-08-01 | 293.621431925959 |
| 2011-09-01 | 294.121704533180 |
| 2011-10-01 | 294.314374879951 |
| 2011-11-01 | 294.540984310428 |
| 2011-12-01 | 295.225203586489 |
| 2012-01-01 | 295.630991950804 |
| 2012-02-01 | 296.311433601020 |
| 2012-03-01 | 296.741412173456 |
| 2012-04-01 | 296.430649632856 |
| 2012-05-01 | 296.319378652654 |
| 2012-06-01 | 297.109542435976 |
| 2012-07-01 | 297.464041033674 |
| 2012-08-01 | 297.873301165415 |
| 2012-09-01 | 296.972944142493 |
| 2012-10-01 | 297.620119414580 |
| 2012-11-01 | 297.646044612568 |
| 2012-12-01 | 298.468934571672 |
| 2013-01-01 | 298.736555953374 |
| 2013-02-01 | 299.018974653563 |
| 2013-03-01 | 298.897005189098 |
| 2013-04-01 | 299.585254771175 |
| 2013-05-01 | 299.255500040077 |
| 2013-06-01 | 299.499667718675 |
| 2013-07-01 | 298.927722651882 |
| 2013-08-01 | 299.413600889645 |
| 2013-09-01 | 300.082234204833 |
| 2013-10-01 | 299.845295797150 |
| 2013-11-01 | 299.876095904629 |
| 2013-12-01 | 299.545886163819 |
| 2014-01-01 | 299.203396435296 |
| 2014-02-01 | 300.489328021823 |
| 2014-03-01 | 300.671300082754 |
| 2014-04-01 | 300.233721131000 |
| 2014-05-01 | 300.178788687637 |
| 2014-06-01 | 300.329727686785 |
| 2014-07-01 | 299.958009185193 |
| 2014-08-01 | 300.161142743843 |
| 2014-09-01 | 300.312699606978 |
| 2014-10-01 | 300.926144933564 |
| 2014-11-01 | 301.398278931531 |
| 2014-12-01 | 302.049788449691 |
| 2015-01-01 | 301.883613537992 |
| 2015-02-01 | 301.581342841554 |
| 2015-03-01 | 302.169912687320 |
| 2015-04-01 | 301.659013026327 |
| 2015-05-01 | 302.662222222757 |
| 2015-06-01 | 303.204825587816 |
| 2015-07-01 | 304.028833505273 |
| 2015-08-01 | 306.234044999224 |
| 2015-09-01 | 303.619135585841 |
| 2015-10-01 | 307.755338902727 |
| 2015-11-01 | 307.044508434077 |
| 2015-12-01 | 307.670100735759 |
| 2016-01-01 | 307.869327718144 |
| 2016-02-01 | 308.212929099173 |
| 2016-03-01 | 308.077957349371 |
| 2016-04-01 | 309.545809627080 |
| 2016-05-01 | 309.772839589164 |
| 2016-06-01 | 309.405880789043 |
| 2016-07-01 | 311.285594515449 |
| 2016-08-01 | 310.561224695759 |
| 2016-09-01 | 311.403192648884 |
| 2016-10-01 | 310.807242807722 |
| 2016-11-01 | 311.038197632074 |
| 2016-12-01 | 311.491583784959 |
| 2017-01-01 | 311.090882757570 |
| 2017-02-01 | 311.542448698988 |
| 2017-03-01 | 311.700682168476 |
| 2017-04-01 | 312.058847899198 |
| 2017-05-01 | 313.239226185933 |
| 2017-06-01 | 313.844752885644 |
| 2017-07-01 | 314.038352128333 |
| 2017-08-01 | 314.072464552003 |
| 2017-09-01 | 314.764028652634 |
| 2017-10-01 | 314.503235805830 |
| 2017-11-01 | 314.953514038009 |
| 2017-12-01 | 315.006840444157 |
| 2018-01-01 | 315.987310555560 |
| 2018-02-01 | 316.357906473444 |
| 2018-03-01 | 317.252236861390 |
| 2018-04-01 | 317.144879319770 |
| 2018-05-01 | 316.931633293040 |
| 2018-06-01 | 317.640063296770 |
| 2018-07-01 | 317.209531933287 |
| 2018-08-01 | 316.956942136421 |
| 2018-09-01 | 316.053724033711 |
| 2018-10-01 | 316.430272585556 |
| 2018-11-01 | 316.096429161045 |
| 2018-12-01 | 316.063907948632 |
| 2019-01-01 | 317.602158149918 |
| 2019-02-01 | 317.399723811739 |
| 2019-03-01 | 318.731040042885 |
| 2019-04-01 | 319.085228168347 |
| 2019-05-01 | 319.583313616172 |
| 2019-06-01 | 319.530404398082 |
| 2019-07-01 | 319.606329160193 |
| 2019-08-01 | 320.563641389524 |
| 2019-09-01 | 320.300894859034 |
| 2019-10-01 | 320.211005128766 |
| 2019-11-01 | 320.498026847109 |
| 2019-12-01 | 320.802375862257 |
| 2020-01-01 | 320.234812885074 |
| 2020-02-01 | 320.415472928936 |
| 2020-03-01 | 319.411103861287 |
| 2020-04-01 | 263.653483947629 |
| 2020-05-01 | 263.853835210248 |
| 2020-06-01 | 278.239704530456 |
| 2020-07-01 | 284.511622118142 |
| 2020-08-01 | 288.888464938566 |
| 2020-09-01 | 292.716846644659 |
| 2020-10-01 | 294.699137256332 |
| 2020-11-01 | 294.875892678456 |
| 2020-12-01 | 296.101913569224 |
| 2021-01-01 | 296.691448857948 |
| 2021-02-01 | 297.732366419281 |
| 2021-03-01 | 298.936048845061 |
| 2021-04-01 | 295.818408639866 |
| 2021-05-01 | 295.316442558862 |
| 2021-06-01 | 298.536773345918 |
| 2021-07-01 | 296.892157775215 |
| 2021-08-01 | 296.121630709627 |
| 2021-09-01 | 296.544612291729 |
| 2021-10-01 | 297.846445164598 |
| 2021-11-01 | 297.696721394848 |
| 2021-12-01 | 296.396665832188 |
| 2022-01-01 | 297.898295421825 |
| 2022-02-01 | 298.679736427411 |
| 2022-03-01 | 299.440127962664 |
| 2022-04-01 | 301.657647408872 |
| 2022-05-01 | 302.325635554746 |
| 2022-06-01 | 302.197133655625 |
| 2022-07-01 | 304.855483446717 |
| 2022-08-01 | 305.406182792405 |
| 2022-09-01 | 306.284907748604 |
| 2022-10-01 | 307.509403428115 |
| 2022-11-01 | 308.843383160282 |
| 2022-12-01 | 311.264131541462 |
| 2023-01-01 | 312.750757488195 |
| 2023-02-01 | 313.043541025660 |
| 2023-03-01 | 314.238042015921 |
| 2023-04-01 | 315.440350941312 |
| 2023-05-01 | 317.429282294479 |
| 2023-06-01 | 319.295759062236 |
| 2023-07-01 | 321.536651026051 |
| 2023-08-01 | 322.234600900294 |
| 2023-09-01 | 322.569679897347 |
| 2023-10-01 | 322.583759713972 |
| 2023-11-01 | 323.103114818222 |
| 2023-12-01 | 324.408500263938 |
| 2024-01-01 | 324.881642285923 |
| 2024-02-01 | 325.825168892374 |
| 2024-03-01 | 326.903930827386 |
| 2024-04-01 | 327.752547991657 |
| 2024-05-01 | 329.256417750717 |
| 2024-06-01 | 329.600404569023 |
| 2024-07-01 | 331.048981551695 |
| 2024-08-01 | 332.712829125551 |
| 2024-09-01 | 332.793040281700 |
| 2024-10-01 | 333.062631721929 |
| 2024-11-01 | 333.965865690382 |
| 2024-12-01 | 333.948517627381 |
| 2025-01-01 | 333.768429306056 |
| 2025-02-01 | 334.949210780803 |
| 2025-03-01 | 335.660533111298 |
| 2025-04-01 | 336.881284768280 |
| 2025-05-01 | 334.480988225580 |
| 2025-06-01 | 336.214177866026 |
| 2025-07-01 | 333.613776497345 |
| 2025-08-01 | 333.403771784145 |
| 2025-09-01 | 334.622501216283 |
| 2025-10-01 | 336.021947241090 |
| 2025-11-01 | 337.044994976280 |