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 2024-12-01 |
| Last Updated | 2025-01-29 6:29 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 | 9.201922211022710 |
| 1990-02-01 | 9.261982902016840 |
| 1990-03-01 | 9.444866029026470 |
| 1990-04-01 | 8.502693673738060 |
| 1990-05-01 | 8.417024060191650 |
| 1990-06-01 | 8.406989299132160 |
| 1990-07-01 | 9.080589525150270 |
| 1990-08-01 | 9.166334960404450 |
| 1990-09-01 | 8.647007331550280 |
| 1990-10-01 | 9.419367582980481 |
| 1990-11-01 | 9.403957075253320 |
| 1990-12-01 | 9.649265868695460 |
| 1991-01-01 | 9.903666093761500 |
| 1991-02-01 | 9.951802673805430 |
| 1991-03-01 | 9.949324516454340 |
| 1991-04-01 | 10.012051229419400 |
| 1991-05-01 | 10.097235227693300 |
| 1991-06-01 | 10.317418563655900 |
| 1991-07-01 | 10.379324301175100 |
| 1991-08-01 | 10.463170223990199 |
| 1991-09-01 | 9.959566240049820 |
| 1991-10-01 | 10.529386292487901 |
| 1991-11-01 | 10.594978324192300 |
| 1991-12-01 | 10.851550311051700 |
| 1992-01-01 | 10.601711663981300 |
| 1992-02-01 | 10.534125254159500 |
| 1992-03-01 | 10.650346812296501 |
| 1992-04-01 | 10.714511639305900 |
| 1992-05-01 | 10.867559335854500 |
| 1992-06-01 | 10.848258152157399 |
| 1992-07-01 | 10.979758532591800 |
| 1992-08-01 | 11.768194161275899 |
| 1992-09-01 | 11.084244823986400 |
| 1992-10-01 | 11.135760999379698 |
| 1992-11-01 | 11.293077070967300 |
| 1992-12-01 | 11.147376437119501 |
| 1993-01-01 | 11.186274531563198 |
| 1993-02-01 | 11.309402499537802 |
| 1993-03-01 | 11.435870346928900 |
| 1993-04-01 | 10.799545461847100 |
| 1993-05-01 | 10.853029808156700 |
| 1993-06-01 | 11.681457846204200 |
| 1993-07-01 | 11.305816543981800 |
| 1993-08-01 | 10.989358670532301 |
| 1993-09-01 | 11.011102702910700 |
| 1993-10-01 | 11.045683276682000 |
| 1993-11-01 | 11.193218763191400 |
| 1993-12-01 | 11.221123953408199 |
| 1994-01-01 | 11.458269441049600 |
| 1994-02-01 | 11.376322493822801 |
| 1994-03-01 | 11.312528037292699 |
| 1994-04-01 | 11.367287409590700 |
| 1994-05-01 | 11.455123563312700 |
| 1994-06-01 | 11.528535030102999 |
| 1994-07-01 | 11.753407557739198 |
| 1994-08-01 | 11.936485965173800 |
| 1994-09-01 | 11.728627066426402 |
| 1994-10-01 | 11.831652803745898 |
| 1994-11-01 | 11.802131316904699 |
| 1994-12-01 | 11.880078591145900 |
| 1995-01-01 | 11.925865780647198 |
| 1995-02-01 | 11.846733301505699 |
| 1995-03-01 | 11.971211186100000 |
| 1995-04-01 | 12.032382970415100 |
| 1995-05-01 | 12.075543959648800 |
| 1995-06-01 | 12.266672769267400 |
| 1995-07-01 | 12.130559580480302 |
| 1995-08-01 | 11.995624013143802 |
| 1995-09-01 | 12.234396765012400 |
| 1995-10-01 | 12.212933236631901 |
| 1995-11-01 | 12.287029876610902 |
| 1995-12-01 | 12.430828676825600 |
| 1996-01-01 | 12.304863664089599 |
| 1996-02-01 | 12.410676720055400 |
| 1996-03-01 | 12.338689706672401 |
| 1996-04-01 | 11.416213217638301 |
| 1996-05-01 | 11.404379725870099 |
| 1996-06-01 | 11.404387961884300 |
| 1996-07-01 | 11.400355001512000 |
| 1996-08-01 | 11.448763169490599 |
| 1996-09-01 | 11.527442924767302 |
| 1996-10-01 | 11.579291641236699 |
| 1996-11-01 | 11.563472973739200 |
| 1996-12-01 | 11.591385443028800 |
| 1997-01-01 | 11.786794227295802 |
| 1997-02-01 | 11.703364376686200 |
| 1997-03-01 | 11.809488038935099 |
| 1997-04-01 | 11.812753358624500 |
| 1997-05-01 | 11.839174016914198 |
| 1997-06-01 | 11.826317341451700 |
| 1997-07-01 | 11.856451698470302 |
| 1997-08-01 | 11.885061887622001 |
| 1997-09-01 | 11.912445128823900 |
| 1997-10-01 | 12.049212224630100 |
| 1997-11-01 | 12.126359243306998 |
| 1997-12-01 | 12.150003719200900 |
| 1998-01-01 | 12.188057985363400 |
| 1998-02-01 | 12.209855200787802 |
| 1998-03-01 | 12.219589614936900 |
| 1998-04-01 | 12.214499455796800 |
| 1998-05-01 | 12.262469438924999 |
| 1998-06-01 | 12.335841642036801 |
| 1998-07-01 | 12.393855968568198 |
| 1998-08-01 | 12.392167427979100 |
| 1998-09-01 | 12.381334666983301 |
| 1998-10-01 | 12.226572116715200 |
| 1998-11-01 | 12.305313887853801 |
| 1998-12-01 | 12.318512806793300 |
| 1999-01-01 | 12.401645696945400 |
| 1999-02-01 | 12.340046433410000 |
| 1999-03-01 | 12.346408255164700 |
| 1999-04-01 | 12.006222097520098 |
| 1999-05-01 | 12.157058338337500 |
| 1999-06-01 | 12.231046547749800 |
| 1999-07-01 | 12.229492969564000 |
| 1999-08-01 | 12.190723917782100 |
| 1999-09-01 | 12.252405586004500 |
| 1999-10-01 | 12.303859805814800 |
| 1999-11-01 | 12.291721786592099 |
| 1999-12-01 | 12.288413697790000 |
| 2000-01-01 | 12.138584316115802 |
| 2000-02-01 | 12.173827525189301 |
| 2000-03-01 | 12.188608403262400 |
| 2000-04-01 | 12.284590350395998 |
| 2000-05-01 | 12.325875860906600 |
| 2000-06-01 | 12.319847338256100 |
| 2000-07-01 | 12.372300681173700 |
| 2000-08-01 | 12.476117724807699 |
| 2000-09-01 | 12.619914021948400 |
| 2000-10-01 | 12.493816319197400 |
| 2000-11-01 | 12.592787296545000 |
| 2000-12-01 | 12.479847397394000 |
| 2001-01-01 | 12.762690506229700 |
| 2001-02-01 | 12.907286257612698 |
| 2001-03-01 | 12.807843254368501 |
| 2001-04-01 | 12.966768415172900 |
| 2001-05-01 | 13.089379393429400 |
| 2001-06-01 | 13.110084729105001 |
| 2001-07-01 | 13.113501050564699 |
| 2001-08-01 | 13.071067556506500 |
| 2001-09-01 | 13.099437063244900 |
| 2001-10-01 | 13.176576240958000 |
| 2001-11-01 | 13.196652108529800 |
| 2001-12-01 | 13.273239628858200 |
| 2002-01-01 | 13.276740822500000 |
| 2002-02-01 | 13.341504600317700 |
| 2002-03-01 | 13.414198786164300 |
| 2002-04-01 | 13.550185349646801 |
| 2002-05-01 | 13.570533135244501 |
| 2002-06-01 | 13.705684201355400 |
| 2002-07-01 | 13.748329315392900 |
| 2002-08-01 | 13.856313121623400 |
| 2002-09-01 | 13.981445816210899 |
| 2002-10-01 | 13.972678592533901 |
| 2002-11-01 | 13.999480071661699 |
| 2002-12-01 | 13.971289985388902 |
| 2003-01-01 | 13.974465578607000 |
| 2003-02-01 | 13.861920000887300 |
| 2003-03-01 | 13.906826974914598 |
| 2003-04-01 | 13.956252808201599 |
| 2003-05-01 | 13.766580964914300 |
| 2003-06-01 | 13.611238836595400 |
| 2003-07-01 | 13.566536768640802 |
| 2003-08-01 | 13.544443595548800 |
| 2003-09-01 | 13.470011424755700 |
| 2003-10-01 | 13.461263123532099 |
| 2003-11-01 | 13.395331148353801 |
| 2003-12-01 | 13.362039469002600 |
| 2004-01-01 | 13.376891808597100 |
| 2004-02-01 | 13.375886685318301 |
| 2004-03-01 | 13.412645852548001 |
| 2004-04-01 | 13.467676602507100 |
| 2004-05-01 | 13.472761172806699 |
| 2004-06-01 | 13.519511797249200 |
| 2004-07-01 | 13.464508730900599 |
| 2004-08-01 | 13.429956786541500 |
| 2004-09-01 | 13.355922331213000 |
| 2004-10-01 | 13.361139862228802 |
| 2004-11-01 | 13.385254798168699 |
| 2004-12-01 | 13.454011655737400 |
| 2005-01-01 | 13.280455196280000 |
| 2005-02-01 | 13.478886172279400 |
| 2005-03-01 | 13.619185814378099 |
| 2005-04-01 | 13.395330297449100 |
| 2005-05-01 | 13.377120919406300 |
| 2005-06-01 | 13.431596994423700 |
| 2005-07-01 | 13.453958097433699 |
| 2005-08-01 | 13.420552026317802 |
| 2005-09-01 | 13.628647769480500 |
| 2005-10-01 | 13.662305187094800 |
| 2005-11-01 | 13.675716170270698 |
| 2005-12-01 | 13.655677107701500 |
| 2006-01-01 | 14.186906592596701 |
| 2006-02-01 | 14.182961914509802 |
| 2006-03-01 | 14.222777866560198 |
| 2006-04-01 | 14.321976115245500 |
| 2006-05-01 | 14.380915897114802 |
| 2006-06-01 | 14.341541982807900 |
| 2006-07-01 | 14.432949214320600 |
| 2006-08-01 | 14.410981039818301 |
| 2006-09-01 | 14.404036007151400 |
| 2006-10-01 | 15.071267783105700 |
| 2006-11-01 | 15.076550429756500 |
| 2006-12-01 | 15.058531179831400 |
| 2007-01-01 | 14.489010878050301 |
| 2007-02-01 | 14.477713384087000 |
| 2007-03-01 | 14.514837299809301 |
| 2007-04-01 | 14.553242027153000 |
| 2007-05-01 | 14.590320865691302 |
| 2007-06-01 | 14.646423435713999 |
| 2007-07-01 | 14.625438530982500 |
| 2007-08-01 | 14.698828126526198 |
| 2007-09-01 | 14.784061671403501 |
| 2007-10-01 | 14.774528242967000 |
| 2007-11-01 | 14.876513883999500 |
| 2007-12-01 | 14.960088682069900 |
| 2008-01-01 | 15.093368189567801 |
| 2008-02-01 | 15.277938695791200 |
| 2008-03-01 | 15.309511698812099 |
| 2008-04-01 | 15.262474246687699 |
| 2008-05-01 | 15.200505023415198 |
| 2008-06-01 | 15.351102385790300 |
| 2008-07-01 | 15.420742420067400 |
| 2008-08-01 | 15.396298143519402 |
| 2008-09-01 | 15.388919298866199 |
| 2008-10-01 | 15.163409303367200 |
| 2008-11-01 | 15.279190991349699 |
| 2008-12-01 | 15.543521528050300 |
| 2009-01-01 | 15.390690109660802 |
| 2009-02-01 | 15.386154956719801 |
| 2009-03-01 | 15.311571603765400 |
| 2009-04-01 | 15.243764246700499 |
| 2009-05-01 | 15.309490830130999 |
| 2009-06-01 | 15.359453716496999 |
| 2009-07-01 | 15.544908126996800 |
| 2009-08-01 | 15.502770835054400 |
| 2009-09-01 | 15.504169679448600 |
| 2009-10-01 | 15.549271868095800 |
| 2009-11-01 | 15.659574060281802 |
| 2009-12-01 | 15.523487796979598 |
| 2010-01-01 | 15.491484228862099 |
| 2010-02-01 | 15.501988302702400 |
| 2010-03-01 | 15.507380013093100 |
| 2010-04-01 | 15.810084228983000 |
| 2010-05-01 | 15.803993775426700 |
| 2010-06-01 | 15.869191208376100 |
| 2010-07-01 | 15.877441548486800 |
| 2010-08-01 | 15.828980784993000 |
| 2010-09-01 | 15.832225383873599 |
| 2010-10-01 | 15.836948039303600 |
| 2010-11-01 | 15.738422515695099 |
| 2010-12-01 | 15.800277018466499 |
| 2011-01-01 | 15.786571299161599 |
| 2011-02-01 | 15.705608171746100 |
| 2011-03-01 | 15.694439245535600 |
| 2011-04-01 | 15.692008977077000 |
| 2011-05-01 | 15.588544437640500 |
| 2011-06-01 | 15.574649322292302 |
| 2011-07-01 | 15.616324525557198 |
| 2011-08-01 | 15.754688825340700 |
| 2011-09-01 | 15.857289709318000 |
| 2011-10-01 | 15.942692724600900 |
| 2011-11-01 | 16.102588524835600 |
| 2011-12-01 | 16.189651969440803 |
| 2012-01-01 | 16.291612866708200 |
| 2012-02-01 | 16.397372834950400 |
| 2012-03-01 | 16.478769413503300 |
| 2012-04-01 | 16.396146364337400 |
| 2012-05-01 | 16.468391592760998 |
| 2012-06-01 | 16.465143989897403 |
| 2012-07-01 | 16.332369407679000 |
| 2012-08-01 | 16.282177874463700 |
| 2012-09-01 | 16.378590159955802 |
| 2012-10-01 | 16.641225286120600 |
| 2012-11-01 | 16.485820518471300 |
| 2012-12-01 | 16.585609584179803 |
| 2013-01-01 | 16.395829407486800 |
| 2013-02-01 | 16.393547140255700 |
| 2013-03-01 | 16.380751306248600 |
| 2013-04-01 | 16.398144706632800 |
| 2013-05-01 | 16.460073499087200 |
| 2013-06-01 | 16.452447881106400 |
| 2013-07-01 | 16.426931135208000 |
| 2013-08-01 | 16.295819936183600 |
| 2013-09-01 | 16.379289997107698 |
| 2013-10-01 | 16.339854870599400 |
| 2013-11-01 | 16.381175146255000 |
| 2013-12-01 | 16.396243850275802 |
| 2014-01-01 | 16.400019941346000 |
| 2014-02-01 | 16.400374068451200 |
| 2014-03-01 | 16.391283668591303 |
| 2014-04-01 | 16.389824074697100 |
| 2014-05-01 | 16.365681668196700 |
| 2014-06-01 | 16.337377497745600 |
| 2014-07-01 | 16.310316134677500 |
| 2014-08-01 | 16.303336828846800 |
| 2014-09-01 | 16.270882616006600 |
| 2014-10-01 | 16.322537159956600 |
| 2014-11-01 | 16.294057548224400 |
| 2014-12-01 | 16.310239896350100 |
| 2015-01-01 | 16.305580319358100 |
| 2015-02-01 | 16.310769520497500 |
| 2015-03-01 | 16.203197781127200 |
| 2015-04-01 | 16.380996893119600 |
| 2015-05-01 | 16.372152876091700 |
| 2015-06-01 | 16.418827008287302 |
| 2015-07-01 | 16.500176720852803 |
| 2015-08-01 | 16.608321071403697 |
| 2015-09-01 | 16.552114755399100 |
| 2015-10-01 | 16.517989422547200 |
| 2015-11-01 | 16.408344939790400 |
| 2015-12-01 | 16.527102051089100 |
| 2016-01-01 | 16.614174816086400 |
| 2016-02-01 | 16.608905912527600 |
| 2016-03-01 | 16.502711469184100 |
| 2016-04-01 | 16.679790430046403 |
| 2016-05-01 | 16.671529541497900 |
| 2016-06-01 | 16.687898161857300 |
| 2016-07-01 | 16.903641544449300 |
| 2016-08-01 | 16.814609939760000 |
| 2016-09-01 | 16.857329982773500 |
| 2016-10-01 | 16.917859097520500 |
| 2016-11-01 | 16.919074184288600 |
| 2016-12-01 | 16.944083320322800 |
| 2017-01-01 | 16.819474037348698 |
| 2017-02-01 | 16.891795916291300 |
| 2017-03-01 | 16.895983501093700 |
| 2017-04-01 | 16.887501147649000 |
| 2017-05-01 | 16.957154701010403 |
| 2017-06-01 | 16.940236346812700 |
| 2017-07-01 | 16.916831084039100 |
| 2017-08-01 | 16.935076666806200 |
| 2017-09-01 | 16.974529895820400 |
| 2017-10-01 | 16.936743538758800 |
| 2017-11-01 | 16.925761341663000 |
| 2017-12-01 | 16.960986802956200 |
| 2018-01-01 | 16.907307233323600 |
| 2018-02-01 | 16.969396353890100 |
| 2018-03-01 | 16.985216033644200 |
| 2018-04-01 | 16.987516818981600 |
| 2018-05-01 | 16.954604218522200 |
| 2018-06-01 | 16.984906480733700 |
| 2018-07-01 | 17.024969322928500 |
| 2018-08-01 | 17.065696185342400 |
| 2018-09-01 | 17.007544362417300 |
| 2018-10-01 | 17.058033072227000 |
| 2018-11-01 | 16.925823590627300 |
| 2018-12-01 | 17.079211423098300 |
| 2019-01-01 | 17.277997135258900 |
| 2019-02-01 | 17.348497069976002 |
| 2019-03-01 | 17.279119592221402 |
| 2019-04-01 | 17.290482708679800 |
| 2019-05-01 | 17.356677166998598 |
| 2019-06-01 | 17.333298185684498 |
| 2019-07-01 | 17.331333018218100 |
| 2019-08-01 | 17.298286719250300 |
| 2019-09-01 | 17.431443188223000 |
| 2019-10-01 | 17.476007487200302 |
| 2019-11-01 | 17.523462145185700 |
| 2019-12-01 | 17.678132476801500 |
| 2020-01-01 | 17.554273027945500 |
| 2020-02-01 | 17.540070279058200 |
| 2020-03-01 | 17.585609246108700 |
| 2020-04-01 | 16.487847572531300 |
| 2020-05-01 | 16.969725854095100 |
| 2020-06-01 | 17.111314396621500 |
| 2020-07-01 | 17.127331168953500 |
| 2020-08-01 | 17.106615320223700 |
| 2020-09-01 | 17.240258811481098 |
| 2020-10-01 | 17.285251141461500 |
| 2020-11-01 | 17.422069357198200 |
| 2020-12-01 | 17.374322321399300 |
| 2021-01-01 | 17.642155001692103 |
| 2021-02-01 | 17.734922774236000 |
| 2021-03-01 | 17.793774989205698 |
| 2021-04-01 | 17.794649328232300 |
| 2021-05-01 | 17.774773635744300 |
| 2021-06-01 | 17.817401497815897 |
| 2021-07-01 | 17.734000539146603 |
| 2021-08-01 | 17.686513890653700 |
| 2021-09-01 | 17.536078272012200 |
| 2021-10-01 | 17.583930438781600 |
| 2021-11-01 | 17.631583924864200 |
| 2021-12-01 | 17.455699760081302 |
| 2022-01-01 | 17.237737726298498 |
| 2022-02-01 | 17.327016083347200 |
| 2022-03-01 | 17.212950058869900 |
| 2022-04-01 | 17.398660265087400 |
| 2022-05-01 | 17.483817062204498 |
| 2022-06-01 | 17.453659985997400 |
| 2022-07-01 | 17.631614990947398 |
| 2022-08-01 | 17.752829224335898 |
| 2022-09-01 | 17.921954770941700 |
| 2022-10-01 | 17.886133159348397 |
| 2022-11-01 | 17.940587321808000 |
| 2022-12-01 | 17.948794679439896 |
| 2023-01-01 | 18.029044673752700 |
| 2023-02-01 | 18.111232964616100 |
| 2023-03-01 | 18.318471716559300 |
| 2023-04-01 | 18.308148348595300 |
| 2023-05-01 | 18.399946260259900 |
| 2023-06-01 | 18.483024073559100 |
| 2023-07-01 | 18.430477477749300 |
| 2023-08-01 | 18.530309785122000 |
| 2023-09-01 | 18.618120740545603 |
| 2023-10-01 | 18.684751300488000 |
| 2023-11-01 | 18.748775762020800 |
| 2023-12-01 | 18.936399712870198 |
| 2024-01-01 | 19.016811574450500 |
| 2024-02-01 | 19.091872866082802 |
| 2024-03-01 | 19.030957359885498 |
| 2024-04-01 | 19.110334125207000 |
| 2024-05-01 | 19.120291859256803 |
| 2024-06-01 | 19.211683156926302 |
| 2024-07-01 | 19.414523031728000 |
| 2024-08-01 | 19.420669217848400 |
| 2024-09-01 | 19.419998952247000 |
| 2024-10-01 | 19.486083454907700 |
| 2024-11-01 | 19.542979263465604 |
| 2024-12-01 | 19.536628130617498 |
