Table Data - All Employees: Education and Health Services: Private Education and Health Services in South Bend-Mishawaka, IN-MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in South Bend-Mishawaka, IN-MI (MSA) |
|---|---|
| Series ID | SOUT718EDUH |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 5:05 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 | 19.379309376093303 |
| 1990-02-01 | 19.505848104786700 |
| 1990-03-01 | 19.677079278765500 |
| 1990-04-01 | 19.780180479795398 |
| 1990-05-01 | 19.830249159968396 |
| 1990-06-01 | 19.674918659181800 |
| 1990-07-01 | 19.667018001587103 |
| 1990-08-01 | 19.848385780639102 |
| 1990-09-01 | 19.914645050785502 |
| 1990-10-01 | 19.907322306618400 |
| 1990-11-01 | 19.974336805017000 |
| 1990-12-01 | 20.005846097658300 |
| 1991-01-01 | 20.083117432013200 |
| 1991-02-01 | 20.216536548121000 |
| 1991-03-01 | 20.290580392486802 |
| 1991-04-01 | 20.364980544907397 |
| 1991-05-01 | 20.537555643727302 |
| 1991-06-01 | 20.606652509385600 |
| 1991-07-01 | 20.172251534917000 |
| 1991-08-01 | 20.349269290259198 |
| 1991-09-01 | 20.600572495755802 |
| 1991-10-01 | 20.497535637030600 |
| 1991-11-01 | 20.552050776785000 |
| 1991-12-01 | 20.491755918105900 |
| 1992-01-01 | 20.978428416324100 |
| 1992-02-01 | 21.124226749193300 |
| 1992-03-01 | 21.005187093947000 |
| 1992-04-01 | 20.674262434881400 |
| 1992-05-01 | 20.775772090558300 |
| 1992-06-01 | 21.221133002869500 |
| 1992-07-01 | 21.489330869932900 |
| 1992-08-01 | 21.342673081662300 |
| 1992-09-01 | 21.098540589757800 |
| 1992-10-01 | 21.486914897100500 |
| 1992-11-01 | 21.427286412817600 |
| 1992-12-01 | 21.559795849445500 |
| 1993-01-01 | 21.375067076596000 |
| 1993-02-01 | 21.426173071559000 |
| 1993-03-01 | 21.405764030787400 |
| 1993-04-01 | 21.604020905277400 |
| 1993-05-01 | 21.839594629098800 |
| 1993-06-01 | 21.418084118306100 |
| 1993-07-01 | 21.649190156492200 |
| 1993-08-01 | 21.566579783519398 |
| 1993-09-01 | 21.805309763203002 |
| 1993-10-01 | 22.291223545128396 |
| 1993-11-01 | 22.110685403431500 |
| 1993-12-01 | 22.245464183129698 |
| 1994-01-01 | 23.182195245900502 |
| 1994-02-01 | 23.108420357844800 |
| 1994-03-01 | 23.187663592675900 |
| 1994-04-01 | 23.643374073559100 |
| 1994-05-01 | 23.491471095176202 |
| 1994-06-01 | 23.545318788394500 |
| 1994-07-01 | 23.695883332642797 |
| 1994-08-01 | 23.769361623387198 |
| 1994-09-01 | 23.811246710407200 |
| 1994-10-01 | 23.582603805493100 |
| 1994-11-01 | 23.667877453588400 |
| 1994-12-01 | 23.510847473015600 |
| 1995-01-01 | 23.792661779985000 |
| 1995-02-01 | 23.797448530453600 |
| 1995-03-01 | 23.861761973816500 |
| 1995-04-01 | 23.706365608088200 |
| 1995-05-01 | 23.618248719840302 |
| 1995-06-01 | 23.803157155675503 |
| 1995-07-01 | 23.912161382895604 |
| 1995-08-01 | 24.009837143377600 |
| 1995-09-01 | 23.854617432346100 |
| 1995-10-01 | 23.787214910654804 |
| 1995-11-01 | 23.750253602584300 |
| 1995-12-01 | 23.912641618344196 |
| 1996-01-01 | 23.809135474784497 |
| 1996-02-01 | 23.992077421788697 |
| 1996-03-01 | 24.038373935513896 |
| 1996-04-01 | 23.756985646004100 |
| 1996-05-01 | 23.506759395380200 |
| 1996-06-01 | 23.513452857087103 |
| 1996-07-01 | 24.368739343431200 |
| 1996-08-01 | 24.186688560583700 |
| 1996-09-01 | 24.119950214122200 |
| 1996-10-01 | 23.977998519106300 |
| 1996-11-01 | 24.019592692384000 |
| 1996-12-01 | 24.019906178175898 |
| 1997-01-01 | 24.218326826809303 |
| 1997-02-01 | 24.403714244710800 |
| 1997-03-01 | 24.336756116295400 |
| 1997-04-01 | 24.392004040926800 |
| 1997-05-01 | 24.481945781839197 |
| 1997-06-01 | 24.526925580889102 |
| 1997-07-01 | 24.607273023168300 |
| 1997-08-01 | 24.358157776821102 |
| 1997-09-01 | 24.583661803386400 |
| 1997-10-01 | 24.763617771302098 |
| 1997-11-01 | 24.891798052606696 |
| 1997-12-01 | 25.023810187263603 |
| 1998-01-01 | 25.136019733970500 |
| 1998-02-01 | 25.028706023727900 |
| 1998-03-01 | 25.164215342535200 |
| 1998-04-01 | 25.875060934133600 |
| 1998-05-01 | 26.130000889235500 |
| 1998-06-01 | 26.261154371976900 |
| 1998-07-01 | 26.150103518442897 |
| 1998-08-01 | 25.875662312956600 |
| 1998-09-01 | 26.740010300511898 |
| 1998-10-01 | 27.232491508749398 |
| 1998-11-01 | 27.240091647751697 |
| 1998-12-01 | 27.506058392701696 |
| 1999-01-01 | 26.956624934384700 |
| 1999-02-01 | 27.166178153465200 |
| 1999-03-01 | 27.304388343116997 |
| 1999-04-01 | 27.436269492351100 |
| 1999-05-01 | 27.393935541922698 |
| 1999-06-01 | 27.393275798106800 |
| 1999-07-01 | 27.017559166207600 |
| 1999-08-01 | 26.740788147930600 |
| 1999-09-01 | 27.253371462637000 |
| 1999-10-01 | 27.970605990549500 |
| 1999-11-01 | 27.969589859255300 |
| 1999-12-01 | 27.979926652114500 |
| 2000-01-01 | 28.087416008419800 |
| 2000-02-01 | 28.090274011732102 |
| 2000-03-01 | 28.137985165030000 |
| 2000-04-01 | 28.463143470554900 |
| 2000-05-01 | 28.605761026814800 |
| 2000-06-01 | 28.653618183147500 |
| 2000-07-01 | 28.541136069680500 |
| 2000-08-01 | 28.732634456657700 |
| 2000-09-01 | 28.445023062581500 |
| 2000-10-01 | 28.032314175544200 |
| 2000-11-01 | 28.029235249100104 |
| 2000-12-01 | 28.162075091803498 |
| 2001-01-01 | 28.415071081148500 |
| 2001-02-01 | 28.488282526389604 |
| 2001-03-01 | 28.552536154797302 |
| 2001-04-01 | 28.701690672165103 |
| 2001-05-01 | 28.890375486620197 |
| 2001-06-01 | 28.637978075932804 |
| 2001-07-01 | 28.994968326242700 |
| 2001-08-01 | 29.108685111958998 |
| 2001-09-01 | 28.882252649664697 |
| 2001-10-01 | 28.864735869329300 |
| 2001-11-01 | 28.942742129648200 |
| 2001-12-01 | 28.930675577876800 |
| 2002-01-01 | 29.077324251031698 |
| 2002-02-01 | 29.177280685429896 |
| 2002-03-01 | 29.239608310610105 |
| 2002-04-01 | 29.041342364517604 |
| 2002-05-01 | 30.026163531264100 |
| 2002-06-01 | 29.672519852021800 |
| 2002-07-01 | 29.535595155597300 |
| 2002-08-01 | 29.884720440995498 |
| 2002-09-01 | 29.795620402180500 |
| 2002-10-01 | 29.737336012333103 |
| 2002-11-01 | 29.668990346382298 |
| 2002-12-01 | 29.852920144349200 |
| 2003-01-01 | 30.163443070705200 |
| 2003-02-01 | 30.296291867684500 |
| 2003-03-01 | 30.309228627770300 |
| 2003-04-01 | 30.623966728074198 |
| 2003-05-01 | 30.490377753778800 |
| 2003-06-01 | 30.515891266273900 |
| 2003-07-01 | 30.629858535756195 |
| 2003-08-01 | 30.517522351691000 |
| 2003-09-01 | 30.384209245434300 |
| 2003-10-01 | 30.420348090697196 |
| 2003-11-01 | 30.211000888988800 |
| 2003-12-01 | 30.721600281025100 |
| 2004-01-01 | 31.100412376687302 |
| 2004-02-01 | 31.176989344602102 |
| 2004-03-01 | 31.110666406544000 |
| 2004-04-01 | 31.921938609092700 |
| 2004-05-01 | 31.128085081072395 |
| 2004-06-01 | 31.445139146452497 |
| 2004-07-01 | 31.769557879388600 |
| 2004-08-01 | 31.287433428225103 |
| 2004-09-01 | 32.055385678124700 |
| 2004-10-01 | 32.823838839424100 |
| 2004-11-01 | 32.583387939480800 |
| 2004-12-01 | 32.325225501906700 |
| 2005-01-01 | 32.120867387091400 |
| 2005-02-01 | 32.499636252897890 |
| 2005-03-01 | 32.758231895276200 |
| 2005-04-01 | 32.656465730399300 |
| 2005-05-01 | 31.731043951220100 |
| 2005-06-01 | 32.729287671913900 |
| 2005-07-01 | 32.945236565125796 |
| 2005-08-01 | 32.541043020346100 |
| 2005-09-01 | 32.938199002867700 |
| 2005-10-01 | 33.490969476166500 |
| 2005-11-01 | 33.156580339794196 |
| 2005-12-01 | 32.822667975155696 |
| 2006-01-01 | 32.834527101037004 |
| 2006-02-01 | 32.810442350092300 |
| 2006-03-01 | 33.115126526286105 |
| 2006-04-01 | 32.889717288990800 |
| 2006-05-01 | 32.028728010011605 |
| 2006-06-01 | 32.974631584458100 |
| 2006-07-01 | 33.387266208170600 |
| 2006-08-01 | 33.272572228380604 |
| 2006-09-01 | 33.416976992669895 |
| 2006-10-01 | 33.943453528550700 |
| 2006-11-01 | 33.814585134005200 |
| 2006-12-01 | 33.406612423061700 |
| 2007-01-01 | 33.108885436036500 |
| 2007-02-01 | 32.874242347522305 |
| 2007-03-01 | 32.713833433317596 |
| 2007-04-01 | 33.011298712612100 |
| 2007-05-01 | 32.159472587782900 |
| 2007-06-01 | 33.330635728996100 |
| 2007-07-01 | 33.896868652274900 |
| 2007-08-01 | 33.585238719081300 |
| 2007-09-01 | 33.618546863511800 |
| 2007-10-01 | 33.671404992623700 |
| 2007-11-01 | 33.483566731593800 |
| 2007-12-01 | 33.816132023828004 |
| 2008-01-01 | 33.959332389586700 |
| 2008-02-01 | 33.659259367920000 |
| 2008-03-01 | 33.568294892514900 |
| 2008-04-01 | 33.771177309017500 |
| 2008-05-01 | 33.753436080355100 |
| 2008-06-01 | 34.652469009368000 |
| 2008-07-01 | 34.587819161248100 |
| 2008-08-01 | 34.435667773752200 |
| 2008-09-01 | 33.742974714973100 |
| 2008-10-01 | 33.727834830223300 |
| 2008-11-01 | 33.688368399508600 |
| 2008-12-01 | 34.025619180089500 |
| 2009-01-01 | 34.135565810013300 |
| 2009-02-01 | 34.252128476587200 |
| 2009-03-01 | 34.293273725098200 |
| 2009-04-01 | 34.406578456101800 |
| 2009-05-01 | 34.660969933096396 |
| 2009-06-01 | 35.655241067676200 |
| 2009-07-01 | 34.048642267759200 |
| 2009-08-01 | 34.181509147663306 |
| 2009-09-01 | 34.811217218405300 |
| 2009-10-01 | 34.383296133053000 |
| 2009-11-01 | 34.649413957152500 |
| 2009-12-01 | 34.645821808724700 |
| 2010-01-01 | 34.197596160934100 |
| 2010-02-01 | 34.386967184078000 |
| 2010-03-01 | 34.012444724595106 |
| 2010-04-01 | 35.923888000088700 |
| 2010-05-01 | 35.960857663834794 |
| 2010-06-01 | 34.822868873632800 |
| 2010-07-01 | 33.734810455298500 |
| 2010-08-01 | 34.714550178080600 |
| 2010-09-01 | 35.698406100457000 |
| 2010-10-01 | 35.708849607824400 |
| 2010-11-01 | 35.844261812357600 |
| 2010-12-01 | 35.859382773074710 |
| 2011-01-01 | 36.302047925410100 |
| 2011-02-01 | 36.447034306219000 |
| 2011-03-01 | 36.429971117269600 |
| 2011-04-01 | 37.273422034083600 |
| 2011-05-01 | 36.981643566480300 |
| 2011-06-01 | 35.733892547877800 |
| 2011-07-01 | 34.614101761329900 |
| 2011-08-01 | 35.267324192655700 |
| 2011-09-01 | 36.030963189187396 |
| 2011-10-01 | 36.512202011563100 |
| 2011-11-01 | 36.420819938499400 |
| 2011-12-01 | 36.724792497722600 |
| 2012-01-01 | 36.647740441544600 |
| 2012-02-01 | 36.851566532742794 |
| 2012-03-01 | 36.433486768798600 |
| 2012-04-01 | 35.493548912686400 |
| 2012-05-01 | 35.387365032434800 |
| 2012-06-01 | 35.801744194853500 |
| 2012-07-01 | 35.879161013509600 |
| 2012-08-01 | 36.279239207889106 |
| 2012-09-01 | 35.668211951367900 |
| 2012-10-01 | 35.728964969398500 |
| 2012-11-01 | 35.833586531319106 |
| 2012-12-01 | 35.959924430458400 |
| 2013-01-01 | 35.861017323864600 |
| 2013-02-01 | 36.031613063669700 |
| 2013-03-01 | 36.105682848776400 |
| 2013-04-01 | 36.215233033857295 |
| 2013-05-01 | 36.225288180728995 |
| 2013-06-01 | 35.985547068631604 |
| 2013-07-01 | 36.234594726209394 |
| 2013-08-01 | 36.817553749951200 |
| 2013-09-01 | 36.469426745281600 |
| 2013-10-01 | 36.527419289485294 |
| 2013-11-01 | 36.736459681855400 |
| 2013-12-01 | 36.704828458958900 |
| 2014-01-01 | 36.717744911828600 |
| 2014-02-01 | 36.844417540678000 |
| 2014-03-01 | 37.066183236981004 |
| 2014-04-01 | 37.024077976584294 |
| 2014-05-01 | 37.241415839577900 |
| 2014-06-01 | 37.669864995750710 |
| 2014-07-01 | 37.087499416093500 |
| 2014-08-01 | 37.282817967468700 |
| 2014-09-01 | 37.321848029651500 |
| 2014-10-01 | 37.419316363896606 |
| 2014-11-01 | 37.551478747114000 |
| 2014-12-01 | 37.694122484167600 |
| 2015-01-01 | 37.823873220668000 |
| 2015-02-01 | 37.685588424147504 |
| 2015-03-01 | 37.692339298493200 |
| 2015-04-01 | 37.706102897776800 |
| 2015-05-01 | 38.064802627872710 |
| 2015-06-01 | 38.192730155035290 |
| 2015-07-01 | 38.193047742988604 |
| 2015-08-01 | 38.101591109717600 |
| 2015-09-01 | 38.367216875475400 |
| 2015-10-01 | 38.315838834159000 |
| 2015-11-01 | 38.405689452397300 |
| 2015-12-01 | 38.525117111232795 |
| 2016-01-01 | 38.715053106047100 |
| 2016-02-01 | 38.495617565281900 |
| 2016-03-01 | 38.511709200896505 |
| 2016-04-01 | 38.682334405124400 |
| 2016-05-01 | 38.717541409283000 |
| 2016-06-01 | 38.608137617138900 |
| 2016-07-01 | 38.486102974577400 |
| 2016-08-01 | 38.612804418094896 |
| 2016-09-01 | 38.963455395639800 |
| 2016-10-01 | 38.930538751384894 |
| 2016-11-01 | 38.898581393026300 |
| 2016-12-01 | 38.746601350813100 |
| 2017-01-01 | 38.588119007410604 |
| 2017-02-01 | 38.791374248414400 |
| 2017-03-01 | 38.967213481457400 |
| 2017-04-01 | 38.869908284418100 |
| 2017-05-01 | 38.730438880934400 |
| 2017-06-01 | 38.553446270394396 |
| 2017-07-01 | 38.499159050658200 |
| 2017-08-01 | 38.658031441741600 |
| 2017-09-01 | 38.868923041626000 |
| 2017-10-01 | 38.890527903681600 |
| 2017-11-01 | 38.803438435819200 |
| 2017-12-01 | 38.523428665277800 |
| 2018-01-01 | 38.686698763282900 |
| 2018-02-01 | 39.005119872447710 |
| 2018-03-01 | 39.241918779722300 |
| 2018-04-01 | 39.270911279054500 |
| 2018-05-01 | 39.147729665669600 |
| 2018-06-01 | 38.841706529997600 |
| 2018-07-01 | 38.989142236742500 |
| 2018-08-01 | 38.993265180743400 |
| 2018-09-01 | 39.144024365981700 |
| 2018-10-01 | 39.161568626637600 |
| 2018-11-01 | 39.178394985039100 |
| 2018-12-01 | 39.445744933977200 |
| 2019-01-01 | 40.028100842808200 |
| 2019-02-01 | 40.164345501726000 |
| 2019-03-01 | 40.410866682644404 |
| 2019-04-01 | 38.795553257275400 |
| 2019-05-01 | 38.838323006813400 |
| 2019-06-01 | 39.553389312361496 |
| 2019-07-01 | 40.010129666420300 |
| 2019-08-01 | 40.259897280369500 |
| 2019-09-01 | 39.858805580478500 |
| 2019-10-01 | 39.155770755657600 |
| 2019-11-01 | 39.445558012637000 |
| 2019-12-01 | 39.662445515925995 |
| 2020-01-01 | 38.515834501754700 |
| 2020-02-01 | 38.031444351162500 |
| 2020-03-01 | 37.851216009615000 |
| 2020-04-01 | 32.594890445478605 |
| 2020-05-01 | 33.222876770033395 |
| 2020-06-01 | 33.761686721759500 |
| 2020-07-01 | 34.046068067797100 |
| 2020-08-01 | 34.387367143552396 |
| 2020-09-01 | 33.794933311002200 |
| 2020-10-01 | 34.111270472967300 |
| 2020-11-01 | 34.274831811528500 |
| 2020-12-01 | 34.349968391480196 |
| 2021-01-01 | 34.051430103841300 |
| 2021-02-01 | 33.980851534456704 |
| 2021-03-01 | 34.028421643466800 |
| 2021-04-01 | 34.317490639710700 |
| 2021-05-01 | 34.470044405388200 |
| 2021-06-01 | 34.709268952376300 |
| 2021-07-01 | 34.587165215423400 |
| 2021-08-01 | 34.325320283006100 |
| 2021-09-01 | 34.330141025811200 |
| 2021-10-01 | 34.769043097935400 |
| 2021-11-01 | 34.912529579809700 |
| 2021-12-01 | 35.069551643595400 |
| 2022-01-01 | 34.955959141578305 |
| 2022-02-01 | 35.004048168791200 |
| 2022-03-01 | 35.371425280711400 |
| 2022-04-01 | 35.438332323536000 |
| 2022-05-01 | 35.716278881503290 |
| 2022-06-01 | 35.926140340324295 |
| 2022-07-01 | 35.489186121016296 |
| 2022-08-01 | 35.628754907000605 |
| 2022-09-01 | 35.708379960789500 |
| 2022-10-01 | 35.587035570906100 |
| 2022-11-01 | 35.739682126423000 |
| 2022-12-01 | 35.701602401493600 |
| 2023-01-01 | 36.163241029236104 |
| 2023-02-01 | 36.401980630063290 |
| 2023-03-01 | 36.571711625805705 |
| 2023-04-01 | 36.851665593551296 |
| 2023-05-01 | 36.973503981197400 |
| 2023-06-01 | 37.117250711530104 |
| 2023-07-01 | 37.033227463226396 |
| 2023-08-01 | 37.348145211598900 |
| 2023-09-01 | 37.538129475919106 |
| 2023-10-01 | 37.482507038042500 |
| 2023-11-01 | 37.562293241422100 |
| 2023-12-01 | 37.628636786056000 |
| 2024-01-01 | 37.751716352961800 |
| 2024-02-01 | 37.762505674335100 |
| 2024-03-01 | 37.783967037040796 |
| 2024-04-01 | 37.462993713125210 |
| 2024-05-01 | 37.560422074233800 |
| 2024-06-01 | 37.456909101213000 |
| 2024-07-01 | 37.871710426542400 |
| 2024-08-01 | 37.963645108553600 |
| 2024-09-01 | 37.822296993223600 |
| 2024-10-01 | 38.077704502453300 |
| 2024-11-01 | 38.089321563805100 |
