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 2026-04-01 |
| Last Updated | 2026-05-26 3:02 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 | 207.372035446516 |
| 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 | 223.188480875580 |
| 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 | 228.466449971653 |
| 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 | 229.755604632250 |
| 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 | 234.842530731492 |
| 1998-03-01 | 235.591588183079 |
| 1998-04-01 | 233.886717453357 |
| 1998-05-01 | 234.036273341670 |
| 1998-06-01 | 234.416214944234 |
| 1998-07-01 | 233.666892259658 |
| 1998-08-01 | 232.955214734599 |
| 1998-09-01 | 232.595139188700 |
| 1998-10-01 | 232.762222581344 |
| 1998-11-01 | 232.302623833571 |
| 1998-12-01 | 232.541235335748 |
| 1999-01-01 | 232.927223781695 |
| 1999-02-01 | 233.627812492455 |
| 1999-03-01 | 233.501394001003 |
| 1999-04-01 | 234.343618236748 |
| 1999-05-01 | 233.944158284126 |
| 1999-06-01 | 234.241891906629 |
| 1999-07-01 | 233.979172373676 |
| 1999-08-01 | 232.916902507666 |
| 1999-09-01 | 233.925669843057 |
| 1999-10-01 | 235.322883616170 |
| 1999-11-01 | 235.370360648196 |
| 1999-12-01 | 235.651777205931 |
| 2000-01-01 | 235.225625826313 |
| 2000-02-01 | 236.069293714456 |
| 2000-03-01 | 236.751207852090 |
| 2000-04-01 | 237.416186136573 |
| 2000-05-01 | 237.263704729777 |
| 2000-06-01 | 238.249729714968 |
| 2000-07-01 | 238.730307733459 |
| 2000-08-01 | 239.209610999214 |
| 2000-09-01 | 239.847709196366 |
| 2000-10-01 | 239.191992944455 |
| 2000-11-01 | 240.620453678389 |
| 2000-12-01 | 240.146018126556 |
| 2001-01-01 | 237.938452965542 |
| 2001-02-01 | 238.598677894002 |
| 2001-03-01 | 239.553039192384 |
| 2001-04-01 | 240.514132870100 |
| 2001-05-01 | 242.258347729341 |
| 2001-06-01 | 244.270798824451 |
| 2001-07-01 | 243.339017022226 |
| 2001-08-01 | 244.432910600366 |
| 2001-09-01 | 244.258347170101 |
| 2001-10-01 | 244.435423239668 |
| 2001-11-01 | 245.211599946312 |
| 2001-12-01 | 245.663528045043 |
| 2002-01-01 | 245.980069281925 |
| 2002-02-01 | 246.195641294283 |
| 2002-03-01 | 246.492056478596 |
| 2002-04-01 | 249.163588667061 |
| 2002-05-01 | 249.967537893877 |
| 2002-06-01 | 252.366923255809 |
| 2002-07-01 | 250.716991379330 |
| 2002-08-01 | 251.301151477842 |
| 2002-09-01 | 249.805309508007 |
| 2002-10-01 | 251.085428747278 |
| 2002-11-01 | 251.238519848360 |
| 2002-12-01 | 251.496262158189 |
| 2003-01-01 | 253.465413719909 |
| 2003-02-01 | 254.205226372751 |
| 2003-03-01 | 253.795646730787 |
| 2003-04-01 | 251.211819316224 |
| 2003-05-01 | 251.663943015678 |
| 2003-06-01 | 251.203408206029 |
| 2003-07-01 | 252.527945144859 |
| 2003-08-01 | 252.497927912680 |
| 2003-09-01 | 253.925782145727 |
| 2003-10-01 | 254.309685931592 |
| 2003-11-01 | 254.680786378258 |
| 2003-12-01 | 254.638539393235 |
| 2004-01-01 | 255.056009307278 |
| 2004-02-01 | 255.508397298165 |
| 2004-03-01 | 255.771912343272 |
| 2004-04-01 | 257.341161433361 |
| 2004-05-01 | 257.739556380838 |
| 2004-06-01 | 256.647684467585 |
| 2004-07-01 | 259.848391476094 |
| 2004-08-01 | 259.911904190578 |
| 2004-09-01 | 260.692747423909 |
| 2004-10-01 | 261.304030219043 |
| 2004-11-01 | 261.712505244216 |
| 2004-12-01 | 262.457308526950 |
| 2005-01-01 | 261.892506630029 |
| 2005-02-01 | 263.061944086325 |
| 2005-03-01 | 263.705634951670 |
| 2005-04-01 | 265.113481354000 |
| 2005-05-01 | 265.264398981831 |
| 2005-06-01 | 264.358102819626 |
| 2005-07-01 | 265.897989743018 |
| 2005-08-01 | 267.217774815514 |
| 2005-09-01 | 268.762854624200 |
| 2005-10-01 | 270.372377708712 |
| 2005-11-01 | 271.052929055766 |
| 2005-12-01 | 271.823803427595 |
| 2006-01-01 | 271.508499171839 |
| 2006-02-01 | 271.371609280588 |
| 2006-03-01 | 272.754801630079 |
| 2006-04-01 | 270.471246312438 |
| 2006-05-01 | 271.582684842108 |
| 2006-06-01 | 271.891080566217 |
| 2006-07-01 | 271.995722265694 |
| 2006-08-01 | 272.216701386144 |
| 2006-09-01 | 274.479152530631 |
| 2006-10-01 | 272.123086969950 |
| 2006-11-01 | 272.440398001912 |
| 2006-12-01 | 273.557865102359 |
| 2007-01-01 | 274.738887985444 |
| 2007-02-01 | 275.291892264244 |
| 2007-03-01 | 276.045627027258 |
| 2007-04-01 | 275.830689232386 |
| 2007-05-01 | 276.680291433412 |
| 2007-06-01 | 278.589772686088 |
| 2007-07-01 | 277.205240782436 |
| 2007-08-01 | 277.524167434360 |
| 2007-09-01 | 278.740965224886 |
| 2007-10-01 | 278.265186962327 |
| 2007-11-01 | 278.922778104771 |
| 2007-12-01 | 279.204716288639 |
| 2008-01-01 | 280.310194252982 |
| 2008-02-01 | 280.209498272332 |
| 2008-03-01 | 279.956368463015 |
| 2008-04-01 | 280.789202669657 |
| 2008-05-01 | 281.601669198588 |
| 2008-06-01 | 281.750674046952 |
| 2008-07-01 | 281.991760514828 |
| 2008-08-01 | 282.043587738071 |
| 2008-09-01 | 282.361882734169 |
| 2008-10-01 | 282.616777889591 |
| 2008-11-01 | 282.310268514459 |
| 2008-12-01 | 282.508998292929 |
| 2009-01-01 | 282.282603163988 |
| 2009-02-01 | 283.138718837091 |
| 2009-03-01 | 283.582224274551 |
| 2009-04-01 | 283.764844021425 |
| 2009-05-01 | 284.239210276928 |
| 2009-06-01 | 285.336250584897 |
| 2009-07-01 | 283.858558740274 |
| 2009-08-01 | 284.266487870669 |
| 2009-09-01 | 283.196459960746 |
| 2009-10-01 | 284.149525329673 |
| 2009-11-01 | 284.844774584927 |
| 2009-12-01 | 284.249944623929 |
| 2010-01-01 | 284.105067357147 |
| 2010-02-01 | 284.350539856253 |
| 2010-03-01 | 284.506865870792 |
| 2010-04-01 | 284.433585844599 |
| 2010-05-01 | 284.562167575976 |
| 2010-06-01 | 284.920247421922 |
| 2010-07-01 | 285.711629162877 |
| 2010-08-01 | 285.895070555965 |
| 2010-09-01 | 285.450017194967 |
| 2010-10-01 | 287.785054449837 |
| 2010-11-01 | 287.744752180790 |
| 2010-12-01 | 287.891237433730 |
| 2011-01-01 | 288.850310958353 |
| 2011-02-01 | 288.524289507889 |
| 2011-03-01 | 288.713046378088 |
| 2011-04-01 | 292.475334517503 |
| 2011-05-01 | 291.847159539864 |
| 2011-06-01 | 291.877561650473 |
| 2011-07-01 | 293.268966106086 |
| 2011-08-01 | 293.621471625624 |
| 2011-09-01 | 294.121646679090 |
| 2011-10-01 | 294.314377094851 |
| 2011-11-01 | 294.540980368626 |
| 2011-12-01 | 295.225145931515 |
| 2012-01-01 | 295.630682139963 |
| 2012-02-01 | 296.311484807815 |
| 2012-03-01 | 296.741523240439 |
| 2012-04-01 | 296.430710909760 |
| 2012-05-01 | 296.319507013722 |
| 2012-06-01 | 297.109658522368 |
| 2012-07-01 | 297.464129098017 |
| 2012-08-01 | 297.873341919562 |
| 2012-09-01 | 296.972782156629 |
| 2012-10-01 | 297.620093181187 |
| 2012-11-01 | 297.646008845945 |
| 2012-12-01 | 298.468764918626 |
| 2013-01-01 | 298.735980961346 |
| 2013-02-01 | 299.018933290533 |
| 2013-03-01 | 298.897743466980 |
| 2013-04-01 | 299.585135765605 |
| 2013-05-01 | 299.255538957663 |
| 2013-06-01 | 299.500304467928 |
| 2013-07-01 | 298.927686379636 |
| 2013-08-01 | 299.413630269508 |
| 2013-09-01 | 300.081828607277 |
| 2013-10-01 | 299.845273268508 |
| 2013-11-01 | 299.875963351612 |
| 2013-12-01 | 299.545513051866 |
| 2014-01-01 | 299.202664791996 |
| 2014-02-01 | 300.489168740005 |
| 2014-03-01 | 300.672689239248 |
| 2014-04-01 | 300.233448975644 |
| 2014-05-01 | 300.178754759937 |
| 2014-06-01 | 300.330934441876 |
| 2014-07-01 | 299.957938025214 |
| 2014-08-01 | 300.161217341730 |
| 2014-09-01 | 300.312099244204 |
| 2014-10-01 | 300.926141447688 |
| 2014-11-01 | 301.398073554469 |
| 2014-12-01 | 302.048252894884 |
| 2015-01-01 | 301.882797675789 |
| 2015-02-01 | 301.581251298750 |
| 2015-03-01 | 302.172314552187 |
| 2015-04-01 | 301.659105273314 |
| 2015-05-01 | 302.662436426126 |
| 2015-06-01 | 303.206277948289 |
| 2015-07-01 | 304.028007863433 |
| 2015-08-01 | 306.233709337938 |
| 2015-09-01 | 303.618428114309 |
| 2015-10-01 | 307.755616238893 |
| 2015-11-01 | 307.044329021407 |
| 2015-12-01 | 307.667212311005 |
| 2016-01-01 | 307.868819179674 |
| 2016-02-01 | 308.214321828425 |
| 2016-03-01 | 308.082788143707 |
| 2016-04-01 | 309.547315835259 |
| 2016-05-01 | 309.772242249361 |
| 2016-06-01 | 309.403086906230 |
| 2016-07-01 | 311.279767251802 |
| 2016-08-01 | 310.559045540079 |
| 2016-09-01 | 311.405075301772 |
| 2016-10-01 | 310.812258497324 |
| 2016-11-01 | 311.041384113691 |
| 2016-12-01 | 311.488318745878 |
| 2017-01-01 | 311.090121952759 |
| 2017-02-01 | 311.545521847187 |
| 2017-03-01 | 311.707974905425 |
| 2017-04-01 | 312.064056440820 |
| 2017-05-01 | 313.235999036953 |
| 2017-06-01 | 313.834190523418 |
| 2017-07-01 | 314.015456494215 |
| 2017-08-01 | 314.060636523119 |
| 2017-09-01 | 314.760086417951 |
| 2017-10-01 | 314.556580454637 |
| 2017-11-01 | 314.952862287767 |
| 2017-12-01 | 315.001593213155 |
| 2018-01-01 | 315.985885217480 |
| 2018-02-01 | 316.358855601236 |
| 2018-03-01 | 317.264666063773 |
| 2018-04-01 | 317.164674218308 |
| 2018-05-01 | 316.930181535973 |
| 2018-06-01 | 317.572559642626 |
| 2018-07-01 | 317.178218161634 |
| 2018-08-01 | 316.931549642035 |
| 2018-09-01 | 316.026918615959 |
| 2018-10-01 | 316.600306452960 |
| 2018-11-01 | 316.085146021021 |
| 2018-12-01 | 316.048395789957 |
| 2019-01-01 | 317.594695203725 |
| 2019-02-01 | 317.396686681480 |
| 2019-03-01 | 318.745177219024 |
| 2019-04-01 | 319.119087222971 |
| 2019-05-01 | 319.585429888255 |
| 2019-06-01 | 319.384806770057 |
| 2019-07-01 | 319.566445758882 |
| 2019-08-01 | 320.526580857962 |
| 2019-09-01 | 320.257103447581 |
| 2019-10-01 | 320.508680540202 |
| 2019-11-01 | 320.480606191643 |
| 2019-12-01 | 320.777038860886 |
| 2020-01-01 | 320.219570559733 |
| 2020-02-01 | 320.411154590004 |
| 2020-03-01 | 319.436078722686 |
| 2020-04-01 | 263.696743652323 |
| 2020-05-01 | 263.855671857410 |
| 2020-06-01 | 278.030212188585 |
| 2020-07-01 | 284.457959418080 |
| 2020-08-01 | 288.839555145851 |
| 2020-09-01 | 292.670732032082 |
| 2020-10-01 | 295.061232602308 |
| 2020-11-01 | 294.879093947537 |
| 2020-12-01 | 296.090087086026 |
| 2021-01-01 | 296.631359134648 |
| 2021-02-01 | 297.755638810381 |
| 2021-03-01 | 298.995013236615 |
| 2021-04-01 | 295.891608501932 |
| 2021-05-01 | 295.326319319671 |
| 2021-06-01 | 298.241019554147 |
| 2021-07-01 | 296.762129076742 |
| 2021-08-01 | 296.018076335622 |
| 2021-09-01 | 296.487992507457 |
| 2021-10-01 | 298.271186048026 |
| 2021-11-01 | 297.778997277389 |
| 2021-12-01 | 296.400502508390 |
| 2022-01-01 | 297.717730009796 |
| 2022-02-01 | 298.788178872423 |
| 2022-03-01 | 299.604807836161 |
| 2022-04-01 | 301.798816326271 |
| 2022-05-01 | 302.335471857777 |
| 2022-06-01 | 301.850915602567 |
| 2022-07-01 | 304.577780295669 |
| 2022-08-01 | 305.114437976828 |
| 2022-09-01 | 306.210926770507 |
| 2022-10-01 | 308.050668131766 |
| 2022-11-01 | 309.047932201325 |
| 2022-12-01 | 311.269501157101 |
| 2023-01-01 | 312.419573856037 |
| 2023-02-01 | 313.277326888217 |
| 2023-03-01 | 314.527771934689 |
| 2023-04-01 | 315.734667240975 |
| 2023-05-01 | 317.431314285030 |
| 2023-06-01 | 318.931546246368 |
| 2023-07-01 | 321.023640196258 |
| 2023-08-01 | 321.662420631920 |
| 2023-09-01 | 322.468104983358 |
| 2023-10-01 | 323.232339427689 |
| 2023-11-01 | 323.469616467732 |
| 2023-12-01 | 324.429068196306 |
| 2024-01-01 | 324.414447976147 |
| 2024-02-01 | 326.185726937676 |
| 2024-03-01 | 327.317724947786 |
| 2024-04-01 | 328.343510728391 |
| 2024-05-01 | 329.231296689143 |
| 2024-06-01 | 329.763004161149 |
| 2024-07-01 | 330.985323428764 |
| 2024-08-01 | 332.519145706375 |
| 2024-09-01 | 333.871795872414 |
| 2024-10-01 | 333.121085348246 |
| 2024-11-01 | 333.978433985706 |
| 2024-12-01 | 333.999518205552 |
| 2025-01-01 | 336.233368412688 |
| 2025-02-01 | 336.804539656460 |
| 2025-03-01 | 338.044787701790 |
| 2025-04-01 | 339.069995280329 |
| 2025-05-01 | 339.329045804960 |
| 2025-06-01 | 340.309662561455 |
| 2025-07-01 | 340.432510486972 |
| 2025-08-01 | 341.076663498464 |
| 2025-09-01 | 340.492221936281 |
| 2025-10-01 | 340.455317271444 |
| 2025-11-01 | 341.452022223128 |
| 2025-12-01 | 341.853416562950 |
| 2026-01-01 | 341.607779331745 |
| 2026-02-01 | 341.940021205373 |
| 2026-03-01 | 342.057316266171 |
| 2026-04-01 | 341.279825558078 |