Table Data - All Employees: Education and Health Services: Private Educational Services in Detroit-Dearborn-Livonia, MI (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Detroit-Dearborn-Livonia, MI (MD) |
|---|---|
| Series ID | SMU26198046561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-12-01 |
| Last Updated | 2025-01-29 5:45 AM 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 | 10.448856385328801 |
| 1990-02-01 | 10.200222248078699 |
| 1990-03-01 | 10.178617051865801 |
| 1990-04-01 | 10.304767882988000 |
| 1990-05-01 | 10.161152541395800 |
| 1990-06-01 | 10.285635072583199 |
| 1990-07-01 | 9.603643599628010 |
| 1990-08-01 | 9.981902191668380 |
| 1990-09-01 | 10.345081440455800 |
| 1990-10-01 | 10.383566140176300 |
| 1990-11-01 | 10.247548995489000 |
| 1990-12-01 | 10.451442595208700 |
| 1991-01-01 | 9.866252206391030 |
| 1991-02-01 | 9.895399381685760 |
| 1991-03-01 | 9.875799692276360 |
| 1991-04-01 | 9.703486240285981 |
| 1991-05-01 | 9.980415053850650 |
| 1991-06-01 | 10.178785564425600 |
| 1991-07-01 | 9.275009465755080 |
| 1991-08-01 | 9.444318446101480 |
| 1991-09-01 | 10.171390145877300 |
| 1991-10-01 | 9.907046207824349 |
| 1991-11-01 | 9.954977508134778 |
| 1991-12-01 | 9.956251559715660 |
| 1992-01-01 | 10.183115523642801 |
| 1992-02-01 | 10.184586960411401 |
| 1992-03-01 | 10.070035467094600 |
| 1992-04-01 | 10.106931967417400 |
| 1992-05-01 | 10.007777789023802 |
| 1992-06-01 | 9.865754673146190 |
| 1992-07-01 | 9.723227261191870 |
| 1992-08-01 | 9.768757771021870 |
| 1992-09-01 | 10.024093608507801 |
| 1992-10-01 | 9.941726982273950 |
| 1992-11-01 | 9.885198629029330 |
| 1992-12-01 | 9.974641467453020 |
| 1993-01-01 | 9.779984468798180 |
| 1993-02-01 | 9.863866695890900 |
| 1993-03-01 | 10.075088738788100 |
| 1993-04-01 | 10.002188757484100 |
| 1993-05-01 | 10.044518891499000 |
| 1993-06-01 | 9.939641074927940 |
| 1993-07-01 | 10.075129688159000 |
| 1993-08-01 | 10.193800043683801 |
| 1993-09-01 | 9.874382735581731 |
| 1993-10-01 | 9.764257215424480 |
| 1993-11-01 | 9.913638106222882 |
| 1993-12-01 | 9.898337851929500 |
| 1994-01-01 | 9.778880859984440 |
| 1994-02-01 | 10.051373645827600 |
| 1994-03-01 | 9.886888190983660 |
| 1994-04-01 | 9.925316026501289 |
| 1994-05-01 | 9.671543184509849 |
| 1994-06-01 | 9.908781203880020 |
| 1994-07-01 | 9.915253366436840 |
| 1994-08-01 | 9.808891770730831 |
| 1994-09-01 | 9.711158051573660 |
| 1994-10-01 | 9.676000122273651 |
| 1994-11-01 | 9.739822858232731 |
| 1994-12-01 | 9.737486779513120 |
| 1995-01-01 | 9.873919673082321 |
| 1995-02-01 | 9.654178763574990 |
| 1995-03-01 | 9.723145315749560 |
| 1995-04-01 | 10.355044895801200 |
| 1995-05-01 | 9.786187838826901 |
| 1995-06-01 | 9.672068240407540 |
| 1995-07-01 | 10.164816529218400 |
| 1995-08-01 | 10.236130410571400 |
| 1995-09-01 | 10.095600085714999 |
| 1995-10-01 | 10.470817581316300 |
| 1995-11-01 | 10.357077930096100 |
| 1995-12-01 | 10.585696816895302 |
| 1996-01-01 | 10.806916506551400 |
| 1996-02-01 | 10.866843393945300 |
| 1996-03-01 | 10.871196208611000 |
| 1996-04-01 | 10.899820960887200 |
| 1996-05-01 | 10.767038720657801 |
| 1996-06-01 | 10.628346070454000 |
| 1996-07-01 | 10.324977779463099 |
| 1996-08-01 | 10.269736037790999 |
| 1996-09-01 | 10.262039376872100 |
| 1996-10-01 | 10.362578154313400 |
| 1996-11-01 | 10.461617720925801 |
| 1996-12-01 | 10.426091997977500 |
| 1997-01-01 | 10.865409540534198 |
| 1997-02-01 | 10.597708851052099 |
| 1997-03-01 | 10.525689292026499 |
| 1997-04-01 | 10.333055819878400 |
| 1997-05-01 | 10.515656744711000 |
| 1997-06-01 | 10.583907758584699 |
| 1997-07-01 | 10.709024445286700 |
| 1997-08-01 | 10.613934639698700 |
| 1997-09-01 | 10.812031525892700 |
| 1997-10-01 | 10.778810535035100 |
| 1997-11-01 | 10.647007035789700 |
| 1997-12-01 | 10.536983981541600 |
| 1998-01-01 | 10.870001370982400 |
| 1998-02-01 | 10.330415219001301 |
| 1998-03-01 | 10.462818223926400 |
| 1998-04-01 | 10.558363816807699 |
| 1998-05-01 | 10.640954498672200 |
| 1998-06-01 | 10.641624968253000 |
| 1998-07-01 | 11.304752521277000 |
| 1998-08-01 | 11.168058095255802 |
| 1998-09-01 | 11.087007446501800 |
| 1998-10-01 | 10.721179669776500 |
| 1998-11-01 | 10.520734591180300 |
| 1998-12-01 | 10.522938008672801 |
| 1999-01-01 | 10.459103100783802 |
| 1999-02-01 | 11.070053168755800 |
| 1999-03-01 | 10.886574461972302 |
| 1999-04-01 | 11.040703430356600 |
| 1999-05-01 | 10.983083929638500 |
| 1999-06-01 | 11.131954814966200 |
| 1999-07-01 | 10.900499123858900 |
| 1999-08-01 | 10.935492114430900 |
| 1999-09-01 | 10.979083095940100 |
| 1999-10-01 | 11.578186237577600 |
| 1999-11-01 | 11.408367180105099 |
| 1999-12-01 | 11.387381415585999 |
| 2000-01-01 | 10.820973350525401 |
| 2000-02-01 | 11.085460548735500 |
| 2000-03-01 | 11.191725920865900 |
| 2000-04-01 | 11.079225295087500 |
| 2000-05-01 | 11.343997772727000 |
| 2000-06-01 | 11.472115058988700 |
| 2000-07-01 | 11.520900159488000 |
| 2000-08-01 | 11.538500993594198 |
| 2000-09-01 | 11.508724787484800 |
| 2000-10-01 | 11.411655797391902 |
| 2000-11-01 | 11.575801746550699 |
| 2000-12-01 | 11.614951009217400 |
| 2001-01-01 | 11.343337639250100 |
| 2001-02-01 | 11.596384259932302 |
| 2001-03-01 | 11.676868945226000 |
| 2001-04-01 | 11.602532121771500 |
| 2001-05-01 | 11.938393636382400 |
| 2001-06-01 | 11.978918582010800 |
| 2001-07-01 | 11.664841153241401 |
| 2001-08-01 | 11.761723740180900 |
| 2001-09-01 | 11.616722977539000 |
| 2001-10-01 | 11.614861439484699 |
| 2001-11-01 | 11.729120749426901 |
| 2001-12-01 | 11.724917504440000 |
| 2002-01-01 | 12.167961380408098 |
| 2002-02-01 | 12.185067532170000 |
| 2002-03-01 | 12.236737982267401 |
| 2002-04-01 | 12.550453965167902 |
| 2002-05-01 | 12.351244864645698 |
| 2002-06-01 | 13.028545171683100 |
| 2002-07-01 | 12.837342566554899 |
| 2002-08-01 | 12.712103591317700 |
| 2002-09-01 | 12.288961753151500 |
| 2002-10-01 | 12.864512220494001 |
| 2002-11-01 | 12.664936402160900 |
| 2002-12-01 | 12.934781677654500 |
| 2003-01-01 | 13.163632635824700 |
| 2003-02-01 | 12.986911222828100 |
| 2003-03-01 | 12.995360475970800 |
| 2003-04-01 | 13.345240065462301 |
| 2003-05-01 | 13.307833805182100 |
| 2003-06-01 | 13.187698703095000 |
| 2003-07-01 | 13.493695116427900 |
| 2003-08-01 | 13.658979974137301 |
| 2003-09-01 | 13.610994852201200 |
| 2003-10-01 | 13.868559144838700 |
| 2003-11-01 | 14.231783522437501 |
| 2003-12-01 | 14.259115944703900 |
| 2004-01-01 | 13.966836740367000 |
| 2004-02-01 | 14.176984874936600 |
| 2004-03-01 | 14.155863142714301 |
| 2004-04-01 | 14.196948572955700 |
| 2004-05-01 | 14.071145874948499 |
| 2004-06-01 | 13.904363998689300 |
| 2004-07-01 | 13.838538354724400 |
| 2004-08-01 | 14.008525474800699 |
| 2004-09-01 | 14.026721473871200 |
| 2004-10-01 | 13.859085551493900 |
| 2004-11-01 | 14.010389817543800 |
| 2004-12-01 | 13.892944036050698 |
| 2005-01-01 | 13.742922161551800 |
| 2005-02-01 | 14.081942303718200 |
| 2005-03-01 | 14.346179251759802 |
| 2005-04-01 | 14.411637457375200 |
| 2005-05-01 | 14.538799778606801 |
| 2005-06-01 | 14.240989690823900 |
| 2005-07-01 | 14.341532237799099 |
| 2005-08-01 | 14.618522837684300 |
| 2005-09-01 | 14.936444059799000 |
| 2005-10-01 | 14.979718372140999 |
| 2005-11-01 | 14.952071949981802 |
| 2005-12-01 | 15.264623211415500 |
| 2006-01-01 | 14.805784003150599 |
| 2006-02-01 | 14.591627748171598 |
| 2006-03-01 | 14.651961420635901 |
| 2006-04-01 | 14.530839171995002 |
| 2006-05-01 | 14.599273654040400 |
| 2006-06-01 | 13.995764982035901 |
| 2006-07-01 | 14.801654532520600 |
| 2006-08-01 | 14.790849618374400 |
| 2006-09-01 | 15.687820766724998 |
| 2006-10-01 | 15.253247809121900 |
| 2006-11-01 | 15.137797197425499 |
| 2006-12-01 | 15.277404875692898 |
| 2007-01-01 | 15.123122060323201 |
| 2007-02-01 | 15.407695752606800 |
| 2007-03-01 | 15.398122354500801 |
| 2007-04-01 | 15.004118644336400 |
| 2007-05-01 | 15.166399737943700 |
| 2007-06-01 | 15.094023698580802 |
| 2007-07-01 | 15.118602229640100 |
| 2007-08-01 | 15.029039745908400 |
| 2007-09-01 | 15.293006701621001 |
| 2007-10-01 | 15.267911534815200 |
| 2007-11-01 | 15.258543437536800 |
| 2007-12-01 | 15.324370688274900 |
| 2008-01-01 | 15.431304296145198 |
| 2008-02-01 | 15.212162130894900 |
| 2008-03-01 | 15.037828354315801 |
| 2008-04-01 | 14.910480908598599 |
| 2008-05-01 | 15.129401805287198 |
| 2008-06-01 | 15.017358795882800 |
| 2008-07-01 | 14.820851193957200 |
| 2008-08-01 | 14.854485171710200 |
| 2008-09-01 | 14.754662787859500 |
| 2008-10-01 | 14.410037007555700 |
| 2008-11-01 | 14.133007968982902 |
| 2008-12-01 | 13.873683018241500 |
| 2009-01-01 | 14.260929899362301 |
| 2009-02-01 | 14.111062539896500 |
| 2009-03-01 | 14.167015619584200 |
| 2009-04-01 | 14.181153223295100 |
| 2009-05-01 | 13.967217819316600 |
| 2009-06-01 | 14.281629617706802 |
| 2009-07-01 | 14.355285309610199 |
| 2009-08-01 | 14.081075950969401 |
| 2009-09-01 | 13.436563610499698 |
| 2009-10-01 | 13.640334224260600 |
| 2009-11-01 | 13.664513494946500 |
| 2009-12-01 | 13.718928154849500 |
| 2010-01-01 | 13.728738929165099 |
| 2010-02-01 | 13.697502701259001 |
| 2010-03-01 | 13.548418506665700 |
| 2010-04-01 | 13.944432801450601 |
| 2010-05-01 | 13.798053323205700 |
| 2010-06-01 | 14.014193223981199 |
| 2010-07-01 | 14.217445100509200 |
| 2010-08-01 | 13.633213821114900 |
| 2010-09-01 | 13.023548217115100 |
| 2010-10-01 | 13.440383840580400 |
| 2010-11-01 | 13.332720439632402 |
| 2010-12-01 | 13.236255886255300 |
| 2011-01-01 | 13.422225920036900 |
| 2011-02-01 | 13.271649256724698 |
| 2011-03-01 | 13.220036304254900 |
| 2011-04-01 | 13.245371210306300 |
| 2011-05-01 | 13.018118979786301 |
| 2011-06-01 | 12.782426713384199 |
| 2011-07-01 | 13.412843960635500 |
| 2011-08-01 | 13.202709122358598 |
| 2011-09-01 | 12.783723953035300 |
| 2011-10-01 | 13.304256896326300 |
| 2011-11-01 | 13.485083936094698 |
| 2011-12-01 | 13.337401165976800 |
| 2012-01-01 | 13.230690794712501 |
| 2012-02-01 | 13.328020567443100 |
| 2012-03-01 | 13.473558109633900 |
| 2012-04-01 | 13.392940063551500 |
| 2012-05-01 | 13.441593313862100 |
| 2012-06-01 | 13.275596270624800 |
| 2012-07-01 | 13.116866131820300 |
| 2012-08-01 | 13.074934889060400 |
| 2012-09-01 | 12.710263173398600 |
| 2012-10-01 | 13.165092133656499 |
| 2012-11-01 | 13.027146254497400 |
| 2012-12-01 | 13.021171909952700 |
| 2013-01-01 | 12.949066127749200 |
| 2013-02-01 | 12.891457054237499 |
| 2013-03-01 | 12.948796170222499 |
| 2013-04-01 | 12.871686516662700 |
| 2013-05-01 | 12.945175449915700 |
| 2013-06-01 | 12.828596069299300 |
| 2013-07-01 | 12.535822940607300 |
| 2013-08-01 | 12.953030963952198 |
| 2013-09-01 | 12.993669949661800 |
| 2013-10-01 | 13.140302856121800 |
| 2013-11-01 | 13.204316056233600 |
| 2013-12-01 | 13.199983775030999 |
| 2014-01-01 | 13.156910657558000 |
| 2014-02-01 | 13.271517622016600 |
| 2014-03-01 | 13.450004202661300 |
| 2014-04-01 | 13.050842421926598 |
| 2014-05-01 | 13.043007990116001 |
| 2014-06-01 | 13.131120531847902 |
| 2014-07-01 | 13.348059640880802 |
| 2014-08-01 | 13.529054590027899 |
| 2014-09-01 | 13.551114385857598 |
| 2014-10-01 | 13.551100857554099 |
| 2014-11-01 | 13.513484057337001 |
| 2014-12-01 | 13.483436723092000 |
| 2015-01-01 | 13.553815435360502 |
| 2015-02-01 | 13.567328099004300 |
| 2015-03-01 | 13.777078759272400 |
| 2015-04-01 | 13.412914813606100 |
| 2015-05-01 | 13.322516388847700 |
| 2015-06-01 | 13.292010561016600 |
| 2015-07-01 | 13.255665000844100 |
| 2015-08-01 | 13.220038966421600 |
| 2015-09-01 | 12.880389651816600 |
| 2015-10-01 | 12.881745011948400 |
| 2015-11-01 | 12.864220298938902 |
| 2015-12-01 | 13.083934258760800 |
| 2016-01-01 | 12.728235821278501 |
| 2016-02-01 | 12.776593365346000 |
| 2016-03-01 | 12.508282238187599 |
| 2016-04-01 | 12.955442328495100 |
| 2016-05-01 | 12.884813520731699 |
| 2016-06-01 | 12.946572262982100 |
| 2016-07-01 | 12.864434838893398 |
| 2016-08-01 | 12.719021866075801 |
| 2016-09-01 | 12.803339532215600 |
| 2016-10-01 | 12.815472486950801 |
| 2016-11-01 | 12.926380294916400 |
| 2016-12-01 | 12.897798399410400 |
| 2017-01-01 | 12.685599095108000 |
| 2017-02-01 | 12.699649867370100 |
| 2017-03-01 | 12.541340894816198 |
| 2017-04-01 | 12.588443314623700 |
| 2017-05-01 | 12.937463627993100 |
| 2017-06-01 | 12.702631723061800 |
| 2017-07-01 | 12.571695995313199 |
| 2017-08-01 | 12.735854310423699 |
| 2017-09-01 | 12.823220076374099 |
| 2017-10-01 | 12.728484273538900 |
| 2017-11-01 | 12.793800741877000 |
| 2017-12-01 | 12.619966212537400 |
| 2018-01-01 | 13.031039413103800 |
| 2018-02-01 | 13.030709002528200 |
| 2018-03-01 | 13.168051582225402 |
| 2018-04-01 | 13.121658709325700 |
| 2018-05-01 | 13.201284378223400 |
| 2018-06-01 | 13.072318480885999 |
| 2018-07-01 | 13.175177919133900 |
| 2018-08-01 | 13.039161741671200 |
| 2018-09-01 | 13.065206687171200 |
| 2018-10-01 | 12.925006029453401 |
| 2018-11-01 | 12.838176331386302 |
| 2018-12-01 | 12.960325688047400 |
| 2019-01-01 | 12.863749490123698 |
| 2019-02-01 | 12.966691089062600 |
| 2019-03-01 | 12.996036850594802 |
| 2019-04-01 | 12.943569741800700 |
| 2019-05-01 | 12.986552486581500 |
| 2019-06-01 | 12.858501754105100 |
| 2019-07-01 | 12.662584923056901 |
| 2019-08-01 | 12.737414260651800 |
| 2019-09-01 | 12.832310253464902 |
| 2019-10-01 | 12.806170750990200 |
| 2019-11-01 | 12.754963169570000 |
| 2019-12-01 | 12.809904915574501 |
| 2020-01-01 | 12.915881491656599 |
| 2020-02-01 | 12.808076338792901 |
| 2020-03-01 | 12.615220078545300 |
| 2020-04-01 | 11.034246819487699 |
| 2020-05-01 | 10.782236059699900 |
| 2020-06-01 | 11.249272019305801 |
| 2020-07-01 | 11.353584787761399 |
| 2020-08-01 | 11.725853444647200 |
| 2020-09-01 | 11.539592687514698 |
| 2020-10-01 | 11.485135617947499 |
| 2020-11-01 | 11.342131680913301 |
| 2020-12-01 | 11.062553001720400 |
| 2021-01-01 | 11.589622129584802 |
| 2021-02-01 | 11.649313677572101 |
| 2021-03-01 | 11.935132072004800 |
| 2021-04-01 | 11.693972374675901 |
| 2021-05-01 | 11.874293712392001 |
| 2021-06-01 | 12.047958968697800 |
| 2021-07-01 | 12.237580202716401 |
| 2021-08-01 | 12.307795334749200 |
| 2021-09-01 | 12.161762326076800 |
| 2021-10-01 | 12.282485451246300 |
| 2021-11-01 | 12.424895049603801 |
| 2021-12-01 | 11.910776336886300 |
| 2022-01-01 | 12.405230469870000 |
| 2022-02-01 | 12.277502058706600 |
| 2022-03-01 | 12.230510049631500 |
| 2022-04-01 | 12.433480862588901 |
| 2022-05-01 | 12.458378847321000 |
| 2022-06-01 | 12.652178762896302 |
| 2022-07-01 | 12.626786383509700 |
| 2022-08-01 | 12.675310203567300 |
| 2022-09-01 | 12.596437196317401 |
| 2022-10-01 | 13.206378455662101 |
| 2022-11-01 | 13.410053245215900 |
| 2022-12-01 | 13.453956906090300 |
| 2023-01-01 | 13.529829161024400 |
| 2023-02-01 | 13.491904345028500 |
| 2023-03-01 | 13.220640344428000 |
| 2023-04-01 | 13.670320922281599 |
| 2023-05-01 | 13.531813350514400 |
| 2023-06-01 | 13.761906730478803 |
| 2023-07-01 | 13.217453380438599 |
| 2023-08-01 | 13.347527830554600 |
| 2023-09-01 | 13.422002419820500 |
| 2023-10-01 | 13.542653735425400 |
| 2023-11-01 | 13.510306621294100 |
| 2023-12-01 | 13.583090381177099 |
| 2024-01-01 | 13.562935410289901 |
| 2024-02-01 | 13.693154276238802 |
| 2024-03-01 | 13.800244604201401 |
| 2024-04-01 | 13.815288429078500 |
| 2024-05-01 | 13.903838147590900 |
| 2024-06-01 | 13.770154059951901 |
| 2024-07-01 | 13.919431035254400 |
| 2024-08-01 | 14.031216217884300 |
| 2024-09-01 | 13.839295174552800 |
| 2024-10-01 | 13.573119936982800 |
| 2024-11-01 | 13.617693861027200 |
| 2024-12-01 | 13.597727594045300 |
