Table Data - All Employees: Education and Health Services: Private Education and Health Services in Fort Smith, AR-OK (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Fort Smith, AR-OK (MSA) |
|---|---|
| Series ID | FTSEDUH |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 6:05 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 | 9.201744779440140 |
| 1990-02-01 | 9.262186710364650 |
| 1990-03-01 | 9.444982496623700 |
| 1990-04-01 | 8.502542705728850 |
| 1990-05-01 | 8.416875484849920 |
| 1990-06-01 | 8.406766304069310 |
| 1990-07-01 | 9.081025667479110 |
| 1990-08-01 | 9.166752087859608 |
| 1990-09-01 | 8.646180504392070 |
| 1990-10-01 | 9.419514394066370 |
| 1990-11-01 | 9.404088567481340 |
| 1990-12-01 | 9.649329523764560 |
| 1991-01-01 | 9.903499953939950 |
| 1991-02-01 | 9.952034157282530 |
| 1991-03-01 | 9.949396591265910 |
| 1991-04-01 | 10.011896329683600 |
| 1991-05-01 | 10.097092680497802 |
| 1991-06-01 | 10.317247400449599 |
| 1991-07-01 | 10.379733919160700 |
| 1991-08-01 | 10.463501315053200 |
| 1991-09-01 | 9.958890366692900 |
| 1991-10-01 | 10.529474758987199 |
| 1991-11-01 | 10.595086463358200 |
| 1991-12-01 | 10.851588943264101 |
| 1992-01-01 | 10.601589002524900 |
| 1992-02-01 | 10.534372663121700 |
| 1992-03-01 | 10.650370312344600 |
| 1992-04-01 | 10.714354602699400 |
| 1992-05-01 | 10.867422017529700 |
| 1992-06-01 | 10.848124957594301 |
| 1992-07-01 | 10.980151685973100 |
| 1992-08-01 | 11.768397516109500 |
| 1992-09-01 | 11.083819612482800 |
| 1992-10-01 | 11.135759631910400 |
| 1992-11-01 | 11.293148024060303 |
| 1992-12-01 | 11.147393107396901 |
| 1993-01-01 | 11.186214173093000 |
| 1993-02-01 | 11.309580753076000 |
| 1993-03-01 | 11.435900974081600 |
| 1993-04-01 | 10.799401551255500 |
| 1993-05-01 | 10.852889427484600 |
| 1993-06-01 | 11.681339443176999 |
| 1993-07-01 | 11.306252694001902 |
| 1993-08-01 | 10.989379452034200 |
| 1993-09-01 | 11.010892108434698 |
| 1993-10-01 | 11.045641716169200 |
| 1993-11-01 | 11.193244199184699 |
| 1993-12-01 | 11.221124560864300 |
| 1994-01-01 | 11.458265638435400 |
| 1994-02-01 | 11.376445442703600 |
| 1994-03-01 | 11.312587734965000 |
| 1994-04-01 | 11.367154942034200 |
| 1994-05-01 | 11.455000544058700 |
| 1994-06-01 | 11.528423622761500 |
| 1994-07-01 | 11.753743221291598 |
| 1994-08-01 | 11.936447894557400 |
| 1994-09-01 | 11.728555945265601 |
| 1994-10-01 | 11.831605998897901 |
| 1994-11-01 | 11.802133977302699 |
| 1994-12-01 | 11.880084016762400 |
| 1995-01-01 | 11.925889111658800 |
| 1995-02-01 | 11.846808582159600 |
| 1995-03-01 | 11.971306579668902 |
| 1995-04-01 | 12.032267028167600 |
| 1995-05-01 | 12.075444961822200 |
| 1995-06-01 | 12.266585094017300 |
| 1995-07-01 | 12.130745941241601 |
| 1995-08-01 | 11.995575808510099 |
| 1995-09-01 | 12.234369246731601 |
| 1995-10-01 | 12.212917581635600 |
| 1995-11-01 | 12.287029769746699 |
| 1995-12-01 | 12.430841105967000 |
| 1996-01-01 | 12.304893097482600 |
| 1996-02-01 | 12.410756851050401 |
| 1996-03-01 | 12.338796183726801 |
| 1996-04-01 | 11.416101171462600 |
| 1996-05-01 | 11.404304199735500 |
| 1996-06-01 | 11.404333069167500 |
| 1996-07-01 | 11.400375463725500 |
| 1996-08-01 | 11.448751409111200 |
| 1996-09-01 | 11.527440262262301 |
| 1996-10-01 | 11.579296206571500 |
| 1996-11-01 | 11.563481670392802 |
| 1996-12-01 | 11.591405750648901 |
| 1997-01-01 | 11.786824360961900 |
| 1997-02-01 | 11.703422931283699 |
| 1997-03-01 | 11.809571629170899 |
| 1997-04-01 | 11.812675278857100 |
| 1997-05-01 | 11.839113871080000 |
| 1997-06-01 | 11.826274885395698 |
| 1997-07-01 | 11.856431573418900 |
| 1997-08-01 | 11.885054076951300 |
| 1997-09-01 | 11.912445993658600 |
| 1997-10-01 | 12.049227436016300 |
| 1997-11-01 | 12.126370744831400 |
| 1997-12-01 | 12.150020510052400 |
| 1998-01-01 | 12.188087867867699 |
| 1998-02-01 | 12.209886157182000 |
| 1998-03-01 | 12.219644637500900 |
| 1998-04-01 | 12.214451875472800 |
| 1998-05-01 | 12.262424494576099 |
| 1998-06-01 | 12.335814056772001 |
| 1998-07-01 | 12.393837824282901 |
| 1998-08-01 | 12.392159702988900 |
| 1998-09-01 | 12.381337134610400 |
| 1998-10-01 | 12.226592339813800 |
| 1998-11-01 | 12.305321495222900 |
| 1998-12-01 | 12.318521905799600 |
| 1999-01-01 | 12.401674416332700 |
| 1999-02-01 | 12.340041519425200 |
| 1999-03-01 | 12.346434365114600 |
| 1999-04-01 | 12.006204921624501 |
| 1999-05-01 | 12.157031511904400 |
| 1999-06-01 | 12.231033265575302 |
| 1999-07-01 | 12.229484074175902 |
| 1999-08-01 | 12.190721122578600 |
| 1999-09-01 | 12.252408774882200 |
| 1999-10-01 | 12.303874631575400 |
| 1999-11-01 | 12.291726653721100 |
| 1999-12-01 | 12.288416258661500 |
| 2000-01-01 | 12.138609302088803 |
| 2000-02-01 | 12.173804399312400 |
| 2000-03-01 | 12.188622274302302 |
| 2000-04-01 | 12.284576763140200 |
| 2000-05-01 | 12.325862597400999 |
| 2000-06-01 | 12.319843434248700 |
| 2000-07-01 | 12.372298482802998 |
| 2000-08-01 | 12.476119987676300 |
| 2000-09-01 | 12.619920937758200 |
| 2000-10-01 | 12.493828007823800 |
| 2000-11-01 | 12.592793897865200 |
| 2000-12-01 | 12.479854616045100 |
| 2001-01-01 | 12.762711949784801 |
| 2001-02-01 | 12.907228576854100 |
| 2001-03-01 | 12.807857437461800 |
| 2001-04-01 | 12.966755032426100 |
| 2001-05-01 | 13.089375341118501 |
| 2001-06-01 | 13.110084674681199 |
| 2001-07-01 | 13.113503295386200 |
| 2001-08-01 | 13.071074507508099 |
| 2001-09-01 | 13.099450348215498 |
| 2001-10-01 | 13.176591911375501 |
| 2001-11-01 | 13.196666651308801 |
| 2001-12-01 | 13.273251885933400 |
| 2002-01-01 | 13.276754637768800 |
| 2002-02-01 | 13.341422574687900 |
| 2002-03-01 | 13.414203236131302 |
| 2002-04-01 | 13.550163954078801 |
| 2002-05-01 | 13.570531452763000 |
| 2002-06-01 | 13.705683067168500 |
| 2002-07-01 | 13.748335273602700 |
| 2002-08-01 | 13.856329743164402 |
| 2002-09-01 | 13.981475057126100 |
| 2002-10-01 | 13.972714108504901 |
| 2002-11-01 | 13.999513720594301 |
| 2002-12-01 | 13.971313502936699 |
| 2003-01-01 | 13.974452749077999 |
| 2003-02-01 | 13.861801816480300 |
| 2003-03-01 | 13.906819800631000 |
| 2003-04-01 | 13.956212885243900 |
| 2003-05-01 | 13.766568562861499 |
| 2003-06-01 | 13.611232891610500 |
| 2003-07-01 | 13.566550208144100 |
| 2003-08-01 | 13.544480846942700 |
| 2003-09-01 | 13.470066851930700 |
| 2003-10-01 | 13.461333787994600 |
| 2003-11-01 | 13.395408183623900 |
| 2003-12-01 | 13.362115478326100 |
| 2004-01-01 | 13.376780684737401 |
| 2004-02-01 | 13.375746286127100 |
| 2004-03-01 | 13.412589148780198 |
| 2004-04-01 | 13.467608924959800 |
| 2004-05-01 | 13.472730956462500 |
| 2004-06-01 | 13.519502948518100 |
| 2004-07-01 | 13.464535995931302 |
| 2004-08-01 | 13.430035046770000 |
| 2004-09-01 | 13.356042224074400 |
| 2004-10-01 | 13.361220343903199 |
| 2004-11-01 | 13.385381532061901 |
| 2004-12-01 | 13.454183456971600 |
| 2005-01-01 | 13.280200851709301 |
| 2005-02-01 | 13.478696278942401 |
| 2005-03-01 | 13.619078864721901 |
| 2005-04-01 | 13.395238552089902 |
| 2005-05-01 | 13.377077961955301 |
| 2005-06-01 | 13.431596497102198 |
| 2005-07-01 | 13.454008145552900 |
| 2005-08-01 | 13.420671272209600 |
| 2005-09-01 | 13.628824642004100 |
| 2005-10-01 | 13.662380261382198 |
| 2005-11-01 | 13.675874656243598 |
| 2005-12-01 | 13.655932856511500 |
| 2006-01-01 | 14.186551444373698 |
| 2006-02-01 | 14.182712056842000 |
| 2006-03-01 | 14.222630974276399 |
| 2006-04-01 | 14.321876967493100 |
| 2006-05-01 | 14.380877009420303 |
| 2006-06-01 | 14.341559925271401 |
| 2006-07-01 | 14.433023422743402 |
| 2006-08-01 | 14.411123912664198 |
| 2006-09-01 | 14.404247055048803 |
| 2006-10-01 | 15.071300296530700 |
| 2006-11-01 | 15.076704074816000 |
| 2006-12-01 | 15.058782395529402 |
| 2007-01-01 | 14.488674861196001 |
| 2007-02-01 | 14.477440015949700 |
| 2007-03-01 | 14.514696093649900 |
| 2007-04-01 | 14.553151045813598 |
| 2007-05-01 | 14.590293455739902 |
| 2007-06-01 | 14.646449472761100 |
| 2007-07-01 | 14.625557505936500 |
| 2007-08-01 | 14.698940567976000 |
| 2007-09-01 | 14.784213800972500 |
| 2007-10-01 | 14.774546264759900 |
| 2007-11-01 | 14.876649525548300 |
| 2007-12-01 | 14.960243265168100 |
| 2008-01-01 | 15.093153823213198 |
| 2008-02-01 | 15.277704087981400 |
| 2008-03-01 | 15.309403191206501 |
| 2008-04-01 | 15.262398592261802 |
| 2008-05-01 | 15.200492618501197 |
| 2008-06-01 | 15.351123156781599 |
| 2008-07-01 | 15.420885150901300 |
| 2008-08-01 | 15.396361480439100 |
| 2008-09-01 | 15.388993944199000 |
| 2008-10-01 | 15.163399405749098 |
| 2008-11-01 | 15.279302674704200 |
| 2008-12-01 | 15.543580515627301 |
| 2009-01-01 | 15.390581963483400 |
| 2009-02-01 | 15.386015165050000 |
| 2009-03-01 | 15.311507936255000 |
| 2009-04-01 | 15.243706528036700 |
| 2009-05-01 | 15.309486577298400 |
| 2009-06-01 | 15.359461494673300 |
| 2009-07-01 | 15.545061228768699 |
| 2009-08-01 | 15.502779426100199 |
| 2009-09-01 | 15.504169371710901 |
| 2009-10-01 | 15.549255367542800 |
| 2009-11-01 | 15.659652928186200 |
| 2009-12-01 | 15.523485039909302 |
| 2010-01-01 | 15.491441225410400 |
| 2010-02-01 | 15.501925572226500 |
| 2010-03-01 | 15.507363154660500 |
| 2010-04-01 | 15.810049785861600 |
| 2010-05-01 | 15.804000924551598 |
| 2010-06-01 | 15.869203010373800 |
| 2010-07-01 | 15.877567005195400 |
| 2010-08-01 | 15.828952834609100 |
| 2010-09-01 | 15.832198144745600 |
| 2010-10-01 | 15.836903632165198 |
| 2010-11-01 | 15.738472065317900 |
| 2010-12-01 | 15.800234883736700 |
| 2011-01-01 | 15.786556561689201 |
| 2011-02-01 | 15.705601877798500 |
| 2011-03-01 | 15.694467168842198 |
| 2011-04-01 | 15.692005626179302 |
| 2011-05-01 | 15.588562324330999 |
| 2011-06-01 | 15.574673079757499 |
| 2011-07-01 | 15.616439673205600 |
| 2011-08-01 | 15.754590802897699 |
| 2011-09-01 | 15.857255309359902 |
| 2011-10-01 | 15.942631460305600 |
| 2011-11-01 | 16.102605347533100 |
| 2011-12-01 | 16.189563184437300 |
| 2012-01-01 | 16.291630282698200 |
| 2012-02-01 | 16.397412634696902 |
| 2012-03-01 | 16.478858927936700 |
| 2012-04-01 | 16.396179903034500 |
| 2012-05-01 | 16.468406462042598 |
| 2012-06-01 | 16.465153326482902 |
| 2012-07-01 | 16.332463673503900 |
| 2012-08-01 | 16.282028371913900 |
| 2012-09-01 | 16.378591030295400 |
| 2012-10-01 | 16.641177748501100 |
| 2012-11-01 | 16.485817776069000 |
| 2012-12-01 | 16.585429495835900 |
| 2013-01-01 | 16.395797899963800 |
| 2013-02-01 | 16.393570884786100 |
| 2013-03-01 | 16.381033955888000 |
| 2013-04-01 | 16.398210705930600 |
| 2013-05-01 | 16.460080345711802 |
| 2013-06-01 | 16.452411195404100 |
| 2013-07-01 | 16.426973459121700 |
| 2013-08-01 | 16.295641793689498 |
| 2013-09-01 | 16.379450924077002 |
| 2013-10-01 | 16.339862901730598 |
| 2013-11-01 | 16.381206865578100 |
| 2013-12-01 | 16.395909606013500 |
| 2014-01-01 | 16.399729420297998 |
| 2014-02-01 | 16.400154449263898 |
| 2014-03-01 | 16.392113601317998 |
| 2014-04-01 | 16.389783442832000 |
| 2014-05-01 | 16.365629534353100 |
| 2014-06-01 | 16.337308462770900 |
| 2014-07-01 | 16.310003915494200 |
| 2014-08-01 | 16.303525178859300 |
| 2014-09-01 | 16.271468959984300 |
| 2014-10-01 | 16.322938388874000 |
| 2014-11-01 | 16.294545798167500 |
| 2014-12-01 | 16.310180318003400 |
| 2015-01-01 | 16.302963995990900 |
| 2015-02-01 | 16.310400887137200 |
| 2015-03-01 | 16.204540066024500 |
| 2015-04-01 | 16.380775834096300 |
| 2015-05-01 | 16.372120237604598 |
| 2015-06-01 | 16.419040176803000 |
| 2015-07-01 | 16.499822413953400 |
| 2015-08-01 | 16.609115953844100 |
| 2015-09-01 | 16.553246657776700 |
| 2015-10-01 | 16.518705851018200 |
| 2015-11-01 | 16.408938789519000 |
| 2015-12-01 | 16.526931628013500 |
| 2016-01-01 | 16.609227981726800 |
| 2016-02-01 | 16.608806667085900 |
| 2016-03-01 | 16.504934343876900 |
| 2016-04-01 | 16.679971149659800 |
| 2016-05-01 | 16.671650852044000 |
| 2016-06-01 | 16.688031469741400 |
| 2016-07-01 | 16.902604054685200 |
| 2016-08-01 | 16.815600950566598 |
| 2016-09-01 | 16.858420305929100 |
| 2016-10-01 | 16.918365655921900 |
| 2016-11-01 | 16.919347867410200 |
| 2016-12-01 | 16.945265919658300 |
| 2017-01-01 | 16.812932603975803 |
| 2017-02-01 | 16.889126871536100 |
| 2017-03-01 | 16.902731264349800 |
| 2017-04-01 | 16.890775273646600 |
| 2017-05-01 | 16.957460100770600 |
| 2017-06-01 | 16.938433159385400 |
| 2017-07-01 | 16.912955907568300 |
| 2017-08-01 | 16.939060303534900 |
| 2017-09-01 | 16.971356259276200 |
| 2017-10-01 | 16.934335474627600 |
| 2017-11-01 | 16.925373580907800 |
| 2017-12-01 | 16.957782047843600 |
| 2018-01-01 | 16.904725009017803 |
| 2018-02-01 | 16.968493479467200 |
| 2018-03-01 | 17.006745120348803 |
| 2018-04-01 | 16.995356164061200 |
| 2018-05-01 | 16.945566626479000 |
| 2018-06-01 | 16.988525976878500 |
| 2018-07-01 | 17.009902706365200 |
| 2018-08-01 | 17.068702888009000 |
| 2018-09-01 | 16.998855064501700 |
| 2018-10-01 | 17.052720040529200 |
| 2018-11-01 | 16.924746633095697 |
| 2018-12-01 | 17.071733959059300 |
| 2019-01-01 | 17.281807688937498 |
| 2019-02-01 | 17.351848527485200 |
| 2019-03-01 | 17.317233041414300 |
| 2019-04-01 | 17.303230092278700 |
| 2019-05-01 | 17.338047751452800 |
| 2019-06-01 | 17.341825764831700 |
| 2019-07-01 | 17.304037208507700 |
| 2019-08-01 | 17.299308066640500 |
| 2019-09-01 | 17.419617416032900 |
| 2019-10-01 | 17.469806345751500 |
| 2019-11-01 | 17.513370919139400 |
| 2019-12-01 | 17.666472624180500 |
| 2020-01-01 | 17.564752257611403 |
| 2020-02-01 | 17.553758082908600 |
| 2020-03-01 | 17.640561888473602 |
| 2020-04-01 | 16.499541932449900 |
| 2020-05-01 | 16.940474184257300 |
| 2020-06-01 | 17.127161480911500 |
| 2020-07-01 | 17.091724753484097 |
| 2020-08-01 | 17.097338147972400 |
| 2020-09-01 | 17.235705076645300 |
| 2020-10-01 | 17.281214223886600 |
| 2020-11-01 | 17.401264188067200 |
| 2020-12-01 | 17.367934768673000 |
| 2021-01-01 | 17.654127869004103 |
| 2021-02-01 | 17.750019302053200 |
| 2021-03-01 | 17.846915317336300 |
| 2021-04-01 | 17.802906714870800 |
| 2021-05-01 | 17.753752645163500 |
| 2021-06-01 | 17.824907359516400 |
| 2021-07-01 | 17.706154884594200 |
| 2021-08-01 | 17.674694480835000 |
| 2021-09-01 | 17.541299935939800 |
| 2021-10-01 | 17.582103441849200 |
| 2021-11-01 | 17.600308076937800 |
| 2021-12-01 | 17.454418194047800 |
| 2022-01-01 | 17.245973845889800 |
| 2022-02-01 | 17.337732131501400 |
| 2022-03-01 | 17.259120452871198 |
| 2022-04-01 | 17.401304240158200 |
| 2022-05-01 | 17.471832867617100 |
| 2022-06-01 | 17.456096690935198 |
| 2022-07-01 | 17.611303149227800 |
| 2022-08-01 | 17.744948610297600 |
| 2022-09-01 | 17.938495064875397 |
| 2022-10-01 | 17.880046315815300 |
| 2022-11-01 | 17.917358375357303 |
| 2022-12-01 | 17.946601080750302 |
| 2023-01-01 | 18.030623186201800 |
| 2023-02-01 | 18.114520968241802 |
| 2023-03-01 | 18.345346315404300 |
| 2023-04-01 | 18.310438261246500 |
| 2023-05-01 | 18.397947986583300 |
| 2023-06-01 | 18.480441487361600 |
| 2023-07-01 | 18.417501777482396 |
| 2023-08-01 | 18.534154115592700 |
| 2023-09-01 | 18.638466800030802 |
| 2023-10-01 | 18.674680109893103 |
| 2023-11-01 | 18.736987620659804 |
| 2023-12-01 | 18.928613888481000 |
| 2024-01-01 | 19.012803306340200 |
| 2024-02-01 | 19.091954062201500 |
| 2024-03-01 | 19.045743219678000 |
| 2024-04-01 | 19.113190422636300 |
| 2024-05-01 | 19.118490834609900 |
| 2024-06-01 | 19.212072265489898 |
| 2024-07-01 | 19.399139749392802 |
| 2024-08-01 | 19.433068933653400 |
| 2024-09-01 | 19.444525271255000 |
| 2024-10-01 | 19.570494278959700 |
