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 2024-09-01 |
| Last Updated | 2024-10-23 5:07 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 | 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 | 9.981902191668390 |
| 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 | 9.863866695890890 |
| 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 | 9.874382735581720 |
| 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 | 9.886888190983670 |
| 1994-04-01 | 9.925316026501289 |
| 1994-05-01 | 9.671543184509849 |
| 1994-06-01 | 9.908781203880020 |
| 1994-07-01 | 9.915253366436830 |
| 1994-08-01 | 9.808891770730820 |
| 1994-09-01 | 9.711158051573651 |
| 1994-10-01 | 9.676000122273651 |
| 1994-11-01 | 9.739822858232731 |
| 1994-12-01 | 9.737486779513120 |
| 1995-01-01 | 9.873919673082339 |
| 1995-02-01 | 9.654178763574990 |
| 1995-03-01 | 9.723145315749570 |
| 1995-04-01 | 10.355044895801200 |
| 1995-05-01 | 9.786187838826910 |
| 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 | 10.806916506551499 |
| 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 | 10.461617720925700 |
| 1996-12-01 | 10.426091997977500 |
| 1997-01-01 | 10.865409540534401 |
| 1997-02-01 | 10.597708851052099 |
| 1997-03-01 | 10.525689292026499 |
| 1997-04-01 | 10.333055819878400 |
| 1997-05-01 | 10.515656744710900 |
| 1997-06-01 | 10.583907758584699 |
| 1997-07-01 | 10.709024445286600 |
| 1997-08-01 | 10.613934639698600 |
| 1997-09-01 | 10.812031525892598 |
| 1997-10-01 | 10.778810535035100 |
| 1997-11-01 | 10.647007035789700 |
| 1997-12-01 | 10.536983981541600 |
| 1998-01-01 | 10.870001370982900 |
| 1998-02-01 | 10.330415219001400 |
| 1998-03-01 | 10.462818223926400 |
| 1998-04-01 | 10.558363816807699 |
| 1998-05-01 | 10.640954498672100 |
| 1998-06-01 | 10.641624968252700 |
| 1998-07-01 | 11.304752521276901 |
| 1998-08-01 | 11.168058095255600 |
| 1998-09-01 | 11.087007446501698 |
| 1998-10-01 | 10.721179669776400 |
| 1998-11-01 | 10.520734591180300 |
| 1998-12-01 | 10.522938008672900 |
| 1999-01-01 | 10.459103100784802 |
| 1999-02-01 | 11.070053168755901 |
| 1999-03-01 | 10.886574461972302 |
| 1999-04-01 | 11.040703430356600 |
| 1999-05-01 | 10.983083929638100 |
| 1999-06-01 | 11.131954814965301 |
| 1999-07-01 | 10.900499123858600 |
| 1999-08-01 | 10.935492114430700 |
| 1999-09-01 | 10.979083095940002 |
| 1999-10-01 | 11.578186237577698 |
| 1999-11-01 | 11.408367180106001 |
| 1999-12-01 | 11.387381415586200 |
| 2000-01-01 | 10.820973350526600 |
| 2000-02-01 | 11.085460548735302 |
| 2000-03-01 | 11.191725920865600 |
| 2000-04-01 | 11.079225295087399 |
| 2000-05-01 | 11.343997772726600 |
| 2000-06-01 | 11.472115058987598 |
| 2000-07-01 | 11.520900159488098 |
| 2000-08-01 | 11.538500993594198 |
| 2000-09-01 | 11.508724787484300 |
| 2000-10-01 | 11.411655797391601 |
| 2000-11-01 | 11.575801746555000 |
| 2000-12-01 | 11.614951009217900 |
| 2001-01-01 | 11.343337639252300 |
| 2001-02-01 | 11.596384259933900 |
| 2001-03-01 | 11.676868945227401 |
| 2001-04-01 | 11.602532121770198 |
| 2001-05-01 | 11.938393636373900 |
| 2001-06-01 | 11.978918581993500 |
| 2001-07-01 | 11.664841153221800 |
| 2001-08-01 | 11.761723740166000 |
| 2001-09-01 | 11.616722977537998 |
| 2001-10-01 | 11.614861439515400 |
| 2001-11-01 | 11.729120749492400 |
| 2001-12-01 | 11.724917504500000 |
| 2002-01-01 | 12.167961380449600 |
| 2002-02-01 | 12.185067532157600 |
| 2002-03-01 | 12.236737982210200 |
| 2002-04-01 | 12.550453965079000 |
| 2002-05-01 | 12.351244864543500 |
| 2002-06-01 | 13.028545171603902 |
| 2002-07-01 | 12.837342566515100 |
| 2002-08-01 | 12.712103591315500 |
| 2002-09-01 | 12.288961753214300 |
| 2002-10-01 | 12.864512220662998 |
| 2002-11-01 | 12.664936402415800 |
| 2002-12-01 | 12.934781677862198 |
| 2003-01-01 | 13.163632635920400 |
| 2003-02-01 | 12.986911222695598 |
| 2003-03-01 | 12.995360475650400 |
| 2003-04-01 | 13.345240065057800 |
| 2003-05-01 | 13.307833804831100 |
| 2003-06-01 | 13.187698702989199 |
| 2003-07-01 | 13.493695116573100 |
| 2003-08-01 | 13.658979974438800 |
| 2003-09-01 | 13.610994852527100 |
| 2003-10-01 | 13.868559145292402 |
| 2003-11-01 | 14.231783522923500 |
| 2003-12-01 | 14.259115944957399 |
| 2004-01-01 | 13.966836740399803 |
| 2004-02-01 | 14.176984874729500 |
| 2004-03-01 | 14.155863142498200 |
| 2004-04-01 | 14.196948568190400 |
| 2004-05-01 | 14.071145875374501 |
| 2004-06-01 | 13.904363999819699 |
| 2004-07-01 | 13.838538356458300 |
| 2004-08-01 | 14.008525476801200 |
| 2004-09-01 | 14.026721475620100 |
| 2004-10-01 | 13.859085552752900 |
| 2004-11-01 | 14.010389817940100 |
| 2004-12-01 | 13.892944034993300 |
| 2005-01-01 | 13.742922159173201 |
| 2005-02-01 | 14.081942300784100 |
| 2005-03-01 | 14.346179249414401 |
| 2005-04-01 | 14.411637447184301 |
| 2005-05-01 | 14.538799780262899 |
| 2005-06-01 | 14.240989695319600 |
| 2005-07-01 | 14.341532244567900 |
| 2005-08-01 | 14.618522845607600 |
| 2005-09-01 | 14.936444067985699 |
| 2005-10-01 | 14.979718379654200 |
| 2005-11-01 | 14.952071955259000 |
| 2005-12-01 | 15.264623196815300 |
| 2006-01-01 | 14.805783995742200 |
| 2006-02-01 | 14.591627733436600 |
| 2006-03-01 | 14.651961403886002 |
| 2006-04-01 | 14.530839145553500 |
| 2006-05-01 | 14.599273652093100 |
| 2006-06-01 | 13.995764992732301 |
| 2006-07-01 | 14.801654580386600 |
| 2006-08-01 | 14.790849644714500 |
| 2006-09-01 | 15.687820789769098 |
| 2006-10-01 | 15.253247830474200 |
| 2006-11-01 | 15.137797209976098 |
| 2006-12-01 | 15.277404843421099 |
| 2007-01-01 | 15.123122034016198 |
| 2007-02-01 | 15.407695704630498 |
| 2007-03-01 | 15.398122290041700 |
| 2007-04-01 | 15.004118566745800 |
| 2007-05-01 | 15.166399696800498 |
| 2007-06-01 | 15.094023808090501 |
| 2007-07-01 | 15.118602327937800 |
| 2007-08-01 | 15.029039791921198 |
| 2007-09-01 | 15.293006813635499 |
| 2007-10-01 | 15.267911571442900 |
| 2007-11-01 | 15.258543450608200 |
| 2007-12-01 | 15.324370637596099 |
| 2008-01-01 | 15.431304239535901 |
| 2008-02-01 | 15.212162019826000 |
| 2008-03-01 | 15.037828211554197 |
| 2008-04-01 | 14.910480732857499 |
| 2008-05-01 | 15.129401650743802 |
| 2008-06-01 | 15.017358596319301 |
| 2008-07-01 | 14.820852029031501 |
| 2008-08-01 | 14.854485110375700 |
| 2008-09-01 | 14.754663088201301 |
| 2008-10-01 | 14.410037024072000 |
| 2008-11-01 | 14.133008004062500 |
| 2008-12-01 | 13.873682997810901 |
| 2009-01-01 | 14.260929831673401 |
| 2009-02-01 | 14.111062344151100 |
| 2009-03-01 | 14.167015304494800 |
| 2009-04-01 | 14.181152813849499 |
| 2009-05-01 | 13.967217409629100 |
| 2009-06-01 | 14.281628997601900 |
| 2009-07-01 | 14.355286794435301 |
| 2009-08-01 | 14.081075780308499 |
| 2009-09-01 | 13.436564624616100 |
| 2009-10-01 | 13.640334358438698 |
| 2009-11-01 | 13.664513726648199 |
| 2009-12-01 | 13.718928298246901 |
| 2010-01-01 | 13.728738821716599 |
| 2010-02-01 | 13.697502160258200 |
| 2010-03-01 | 13.548417598370198 |
| 2010-04-01 | 13.944431683921600 |
| 2010-05-01 | 13.798052273470200 |
| 2010-06-01 | 14.014191994437098 |
| 2010-07-01 | 14.217448549138698 |
| 2010-08-01 | 13.633213925149300 |
| 2010-09-01 | 13.023550206090400 |
| 2010-10-01 | 13.440384157503700 |
| 2010-11-01 | 13.332720687128502 |
| 2010-12-01 | 13.236255940700800 |
| 2011-01-01 | 13.422225624911698 |
| 2011-02-01 | 13.271648692825401 |
| 2011-03-01 | 13.220032847908099 |
| 2011-04-01 | 13.245370871147802 |
| 2011-05-01 | 13.018113779251400 |
| 2011-06-01 | 12.782427191562800 |
| 2011-07-01 | 13.412850467723400 |
| 2011-08-01 | 13.202711050361302 |
| 2011-09-01 | 12.783727596674100 |
| 2011-10-01 | 13.304257514271200 |
| 2011-11-01 | 13.485083546097801 |
| 2011-12-01 | 13.337400120238000 |
| 2012-01-01 | 13.230689464294300 |
| 2012-02-01 | 13.328019549073200 |
| 2012-03-01 | 13.473547701887400 |
| 2012-04-01 | 13.392940942518802 |
| 2012-05-01 | 13.441584520722100 |
| 2012-06-01 | 13.275600200316500 |
| 2012-07-01 | 13.116878917861600 |
| 2012-08-01 | 13.074942180703400 |
| 2012-09-01 | 12.710271950409801 |
| 2012-10-01 | 13.165097521016900 |
| 2012-11-01 | 13.027150020140901 |
| 2012-12-01 | 13.021136618751500 |
| 2013-01-01 | 12.949068078961101 |
| 2013-02-01 | 12.891459238564101 |
| 2013-03-01 | 12.948779406813200 |
| 2013-04-01 | 12.871691571439200 |
| 2013-05-01 | 12.945166615517400 |
| 2013-06-01 | 12.828607521832499 |
| 2013-07-01 | 12.535843775598302 |
| 2013-08-01 | 12.953047030558698 |
| 2013-09-01 | 12.993684934678700 |
| 2013-10-01 | 13.140311181835699 |
| 2013-11-01 | 13.204319416458900 |
| 2013-12-01 | 13.199908472958901 |
| 2014-01-01 | 13.156911062554600 |
| 2014-02-01 | 13.271520481435099 |
| 2014-03-01 | 13.449983806368198 |
| 2014-04-01 | 13.050852347797900 |
| 2014-05-01 | 13.043002413960600 |
| 2014-06-01 | 13.131139075266600 |
| 2014-07-01 | 13.348089352884500 |
| 2014-08-01 | 13.529080990466099 |
| 2014-09-01 | 13.551143652962900 |
| 2014-10-01 | 13.551132901170600 |
| 2014-11-01 | 13.513519882796200 |
| 2014-12-01 | 13.483218591844098 |
| 2015-01-01 | 13.553848635192600 |
| 2015-02-01 | 13.567351602574902 |
| 2015-03-01 | 13.777055837408700 |
| 2015-04-01 | 13.412907517992101 |
| 2015-05-01 | 13.322489182482000 |
| 2015-06-01 | 13.292021153861500 |
| 2015-07-01 | 13.255706372573400 |
| 2015-08-01 | 13.220100453845100 |
| 2015-09-01 | 12.880467885893800 |
| 2015-10-01 | 12.881831988238599 |
| 2015-11-01 | 12.864304350257400 |
| 2015-12-01 | 13.083606051022802 |
| 2016-01-01 | 12.728276331683600 |
| 2016-02-01 | 12.776597079731900 |
| 2016-03-01 | 12.508206515444900 |
| 2016-04-01 | 12.955356932607600 |
| 2016-05-01 | 12.884720925372601 |
| 2016-06-01 | 12.946566341282498 |
| 2016-07-01 | 12.864536305417301 |
| 2016-08-01 | 12.719194691071200 |
| 2016-09-01 | 12.803547351029000 |
| 2016-10-01 | 12.815673807443700 |
| 2016-11-01 | 12.926532974218302 |
| 2016-12-01 | 12.897343238426599 |
| 2017-01-01 | 12.685626585544300 |
| 2017-02-01 | 12.699640414712000 |
| 2017-03-01 | 12.541215719467402 |
| 2017-04-01 | 12.587989316993700 |
| 2017-05-01 | 12.937315622857401 |
| 2017-06-01 | 12.702366830531900 |
| 2017-07-01 | 12.571597303163900 |
| 2017-08-01 | 12.736072687880302 |
| 2017-09-01 | 12.825192208126198 |
| 2017-10-01 | 12.728553516249699 |
| 2017-11-01 | 12.793855193045900 |
| 2017-12-01 | 12.618904072301200 |
| 2018-01-01 | 13.031102278747700 |
| 2018-02-01 | 13.030780244125800 |
| 2018-03-01 | 13.167483670698200 |
| 2018-04-01 | 13.120909856549599 |
| 2018-05-01 | 13.201008990505200 |
| 2018-06-01 | 13.071713453937301 |
| 2018-07-01 | 13.174886574563999 |
| 2018-08-01 | 13.039566960034302 |
| 2018-09-01 | 13.069239210750501 |
| 2018-10-01 | 12.925348267693200 |
| 2018-11-01 | 12.838552027203500 |
| 2018-12-01 | 12.957411596763599 |
| 2019-01-01 | 12.864033147662600 |
| 2019-02-01 | 12.966906376784100 |
| 2019-03-01 | 12.994879519525599 |
| 2019-04-01 | 12.942277298197698 |
| 2019-05-01 | 12.986028158820300 |
| 2019-06-01 | 12.857496568499900 |
| 2019-07-01 | 12.661983217345000 |
| 2019-08-01 | 12.737730127096000 |
| 2019-09-01 | 12.842783771903400 |
| 2019-10-01 | 12.805861177937400 |
| 2019-11-01 | 12.754398060988100 |
| 2019-12-01 | 12.803846123442801 |
| 2020-01-01 | 12.915128301156098 |
| 2020-02-01 | 12.807545086802302 |
| 2020-03-01 | 12.612941681728302 |
| 2020-04-01 | 11.033513285693500 |
| 2020-05-01 | 10.783399627873600 |
| 2020-06-01 | 11.249273180386300 |
| 2020-07-01 | 11.350137995615000 |
| 2020-08-01 | 11.729279071109900 |
| 2020-09-01 | 11.556787201708401 |
| 2020-10-01 | 11.484681911617301 |
| 2020-11-01 | 11.339577565615000 |
| 2020-12-01 | 11.051936094850500 |
| 2021-01-01 | 11.585623893190999 |
| 2021-02-01 | 11.646323139650303 |
| 2021-03-01 | 11.931043394617697 |
| 2021-04-01 | 11.693230406089300 |
| 2021-05-01 | 11.877502920273600 |
| 2021-06-01 | 12.050078623390698 |
| 2021-07-01 | 12.233674246327801 |
| 2021-08-01 | 12.318580294718599 |
| 2021-09-01 | 12.200400196065200 |
| 2021-10-01 | 12.273168660276400 |
| 2021-11-01 | 12.413875940775400 |
| 2021-12-01 | 11.886946680805600 |
| 2022-01-01 | 12.394978567582099 |
| 2022-02-01 | 12.272225359732001 |
| 2022-03-01 | 12.226354300667800 |
| 2022-04-01 | 12.435435674058600 |
| 2022-05-01 | 12.466245007298100 |
| 2022-06-01 | 12.659372754516400 |
| 2022-07-01 | 12.626025013051300 |
| 2022-08-01 | 12.698054690467100 |
| 2022-09-01 | 12.660085728682402 |
| 2022-10-01 | 13.177928201664100 |
| 2022-11-01 | 13.385332914704900 |
| 2022-12-01 | 13.413197525484400 |
| 2023-01-01 | 13.513744620148900 |
| 2023-02-01 | 13.485532257806199 |
| 2023-03-01 | 13.218521354549901 |
| 2023-04-01 | 13.675642019780800 |
| 2023-05-01 | 13.544051078376600 |
| 2023-06-01 | 13.774469094279200 |
| 2023-07-01 | 13.223393170227300 |
| 2023-08-01 | 13.381914455083100 |
| 2023-09-01 | 13.516250532783900 |
| 2023-10-01 | 13.489316350596600 |
| 2023-11-01 | 13.468150292085500 |
| 2023-12-01 | 13.523921849051302 |
| 2024-01-01 | 13.541744354146399 |
| 2024-02-01 | 13.687053150528000 |
| 2024-03-01 | 13.801860557794600 |
| 2024-04-01 | 13.825957293707600 |
| 2024-05-01 | 13.922292029052201 |
| 2024-06-01 | 13.789270479705300 |
| 2024-07-01 | 13.931380665373100 |
| 2024-08-01 | 14.076874378090999 |
| 2024-09-01 | 13.853362364485000 |
