Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Huntington-Ashland, WV-KY-OH (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Huntington-Ashland, WV-KY-OH (MSA)
Series ID HUNT554EDUH
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 4:36 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 13.746996350050800
1990-02-01 13.784532244767098
1990-03-01 13.823036558258000
1990-04-01 13.740769118438099
1990-05-01 13.795035018617599
1990-06-01 13.961277253375199
1990-07-01 14.020032332167300
1990-08-01 14.167884344994700
1990-09-01 14.187036883775699
1990-10-01 14.061882801785801
1990-11-01 14.080370148932400
1990-12-01 14.128074475912800
1991-01-01 14.349015925622801
1991-02-01 14.492883667211302
1991-03-01 14.532095828366499
1991-04-01 14.530763743596900
1991-05-01 14.588481407198902
1991-06-01 14.664240288907198
1991-07-01 14.820005479680700
1991-08-01 14.870758779703099
1991-09-01 14.784517001895500
1991-10-01 15.165101525656700
1991-11-01 15.276233198223501
1991-12-01 15.318463611699400
1992-01-01 15.246941219846699
1992-02-01 15.300511959732900
1992-03-01 15.344613277665200
1992-04-01 15.515538905932300
1992-05-01 15.580738866947800
1992-06-01 15.771075152919400
1992-07-01 15.619088952192400
1992-08-01 15.678620345310600
1992-09-01 15.681968941392698
1992-10-01 16.071336819544000
1992-11-01 15.978695451797800
1992-12-01 16.001513084297100
1993-01-01 16.148013227218403
1993-02-01 16.101696457346000
1993-03-01 16.261439475777200
1993-04-01 16.301026689261000
1993-05-01 16.373265912575000
1993-06-01 16.379297474951600
1993-07-01 16.421954023965100
1993-08-01 16.382056454085100
1993-09-01 16.480343942862300
1993-10-01 16.482159470826000
1993-11-01 16.486024522318303
1993-12-01 16.589034029891803
1994-01-01 16.336046617464700
1994-02-01 16.490928519908300
1994-03-01 16.464523648529000
1994-04-01 16.703255752487400
1994-05-01 16.771332246398900
1994-06-01 16.787255584506198
1994-07-01 16.924981235584100
1994-08-01 17.087124431725200
1994-09-01 17.077513115582100
1994-10-01 17.087460477301400
1994-11-01 16.996902073976802
1994-12-01 17.172477405714600
1995-01-01 17.539917736010700
1995-02-01 17.676752469333300
1995-03-01 17.662291530353700
1995-04-01 17.613722856944500
1995-05-01 17.577755891151000
1995-06-01 17.697846543826600
1995-07-01 17.723406369996198
1995-08-01 17.776957323809302
1995-09-01 17.879637966412800
1995-10-01 17.791694818775397
1995-11-01 17.808198889439000
1995-12-01 17.866051071039000
1996-01-01 17.834009374687604
1996-02-01 17.957437280480303
1996-03-01 17.934263504453700
1996-04-01 18.043097820915000
1996-05-01 18.089257953680500
1996-06-01 18.114715120756898
1996-07-01 18.112854038790400
1996-08-01 18.167378711345100
1996-09-01 18.284459362830300
1996-10-01 18.383844477571400
1996-11-01 18.516987229728800
1996-12-01 18.554649607206400
1997-01-01 18.746640234056400
1997-02-01 18.653536700926400
1997-03-01 18.602159317697300
1997-04-01 18.669066020469700
1997-05-01 18.798908756869900
1997-06-01 18.933997653412200
1997-07-01 18.797100504365100
1997-08-01 18.752077407635102
1997-09-01 18.897216516937302
1997-10-01 19.076542307967202
1997-11-01 19.018677285781898
1997-12-01 19.042729551695700
1998-01-01 19.358982516062900
1998-02-01 19.263847723512303
1998-03-01 19.368377066963300
1998-04-01 19.397883767072700
1998-05-01 19.403355968197400
1998-06-01 19.549457779044896
1998-07-01 19.781099819525800
1998-08-01 19.839883804019000
1998-09-01 19.804242118246500
1998-10-01 19.867628809377600
1998-11-01 19.916131171287600
1998-12-01 20.021093586992700
1999-01-01 20.074836953070400
1999-02-01 20.085996392066600
1999-03-01 20.250437321035896
1999-04-01 20.114951930597602
1999-05-01 20.212825488742897
1999-06-01 20.059967180479802
1999-07-01 20.161293808780500
1999-08-01 20.118867824742300
1999-09-01 20.208548130285300
1999-10-01 20.273418785257200
1999-11-01 20.207595804094100
1999-12-01 20.207991695614700
2000-01-01 20.178934756753800
2000-02-01 20.203912571758600
2000-03-01 20.346732916565102
2000-04-01 20.332502873386200
2000-05-01 20.322323637722600
2000-06-01 20.360545927961102
2000-07-01 20.351450890960500
2000-08-01 20.408854123176200
2000-09-01 20.499282521166197
2000-10-01 20.274402352877200
2000-11-01 20.199076633379900
2000-12-01 20.497569821795498
2001-01-01 20.479558794032000
2001-02-01 20.617341876794900
2001-03-01 20.657815002742897
2001-04-01 20.744793368645900
2001-05-01 20.839230041902800
2001-06-01 21.152655954181500
2001-07-01 20.850025902939500
2001-08-01 21.100172601109396
2001-09-01 21.190884077861900
2001-10-01 21.276030992661397
2001-11-01 21.378807071917898
2001-12-01 21.485390224277300
2002-01-01 21.577380669994000
2002-02-01 21.620842165131503
2002-03-01 21.676373123971500
2002-04-01 21.863357949975200
2002-05-01 21.954449383379900
2002-06-01 22.139049645174197
2002-07-01 22.260732051098500
2002-08-01 22.302355090186897
2002-09-01 22.376964676494000
2002-10-01 22.468697306702900
2002-11-01 22.663260578174896
2002-12-01 22.678963959713897
2003-01-01 21.652579780465498
2003-02-01 21.714100998483897
2003-03-01 21.696466214541896
2003-04-01 21.875604831531400
2003-05-01 21.970441117389900
2003-06-01 22.025804306626394
2003-07-01 22.071138045342200
2003-08-01 22.105249944206700
2003-09-01 22.267532331996197
2003-10-01 22.270270901355400
2003-11-01 22.166133762018400
2003-12-01 22.193888507133103
2004-01-01 21.921919898098196
2004-02-01 22.207846677556100
2004-03-01 22.199752074656500
2004-04-01 22.185670245513897
2004-05-01 22.181155980311800
2004-06-01 22.224958441694700
2004-07-01 22.284629161596500
2004-08-01 22.416859994567197
2004-09-01 22.355052149470700
2004-10-01 22.659562517032700
2004-11-01 22.574577242159600
2004-12-01 22.602246852007198
2005-01-01 22.695210652416800
2005-02-01 22.799322213904000
2005-03-01 22.900917379688302
2005-04-01 22.791842634102600
2005-05-01 23.090178454193396
2005-06-01 23.232441726932503
2005-07-01 23.300638476300000
2005-08-01 23.416881339598604
2005-09-01 23.641526581154800
2005-10-01 23.651836225392700
2005-11-01 23.883263821070297
2005-12-01 24.000899784987100
2006-01-01 24.077750434325900
2006-02-01 24.090123231965500
2006-03-01 24.095310428208300
2006-04-01 24.198759064153300
2006-05-01 24.300371990049400
2006-06-01 24.450099204483800
2006-07-01 24.322562299532000
2006-08-01 24.212018352161103
2006-09-01 24.233294027360202
2006-10-01 24.133874708281700
2006-11-01 24.185775908984297
2006-12-01 24.297457760463000
2007-01-01 24.476748080472603
2007-02-01 24.483818358889497
2007-03-01 24.697718658152100
2007-04-01 24.704630545876302
2007-05-01 24.605205271979700
2007-06-01 24.661351977096700
2007-07-01 24.734657374583000
2007-08-01 24.806254595032200
2007-09-01 24.731610293864698
2007-10-01 25.109349561414800
2007-11-01 25.071096885094200
2007-12-01 25.090358858913300
2008-01-01 25.193891264715400
2008-02-01 25.287399448221300
2008-03-01 25.200590685014000
2008-04-01 25.406696236914800
2008-05-01 25.608659909185400
2008-06-01 25.675688059755696
2008-07-01 25.751003006674200
2008-08-01 25.902916690135797
2008-09-01 25.935735375914604
2008-10-01 25.762965462108998
2008-11-01 25.747524364579200
2008-12-01 25.874060613507500
2009-01-01 26.036132697861500
2009-02-01 26.100362197706500
2009-03-01 26.121224896997198
2009-04-01 25.901869699433200
2009-05-01 26.095309663389695
2009-06-01 26.173952446903897
2009-07-01 26.366511643205700
2009-08-01 26.603037348865700
2009-09-01 26.642407491904700
2009-10-01 26.914501035594500
2009-11-01 27.120608813132602
2009-12-01 27.163251240154900
2010-01-01 26.981197058872000
2010-02-01 27.022470445774400
2010-03-01 27.138747190923900
2010-04-01 26.988282691329800
2010-05-01 26.974744020492896
2010-06-01 27.062478658886300
2010-07-01 26.986991204234500
2010-08-01 26.708002805190200
2010-09-01 26.657465447572800
2010-10-01 26.584334894982400
2010-11-01 26.609303516011100
2010-12-01 26.467668795410300
2011-01-01 26.512590133795300
2011-02-01 26.547738833165496
2011-03-01 26.452048641719800
2011-04-01 26.562691192467900
2011-05-01 26.639040016566000
2011-06-01 26.531994502365798
2011-07-01 26.601035884819304
2011-08-01 26.722297346288400
2011-09-01 27.069125563132100
2011-10-01 26.874272027153200
2011-11-01 26.809748225355300
2011-12-01 26.982674830077702
2012-01-01 26.817805643283500
2012-02-01 26.866984779613000
2012-03-01 26.859621008683700
2012-04-01 27.032009829224200
2012-05-01 26.998366662706200
2012-06-01 27.014292350084400
2012-07-01 26.724237649825803
2012-08-01 26.931458588972603
2012-09-01 27.285538521642103
2012-10-01 27.074980525811700
2012-11-01 27.024709248160300
2012-12-01 26.898626161089503
2013-01-01 26.903252120272498
2013-02-01 26.872377553664000
2013-03-01 26.969640617694896
2013-04-01 26.702966331890696
2013-05-01 26.856800730892700
2013-06-01 27.004112493399300
2013-07-01 26.949003673415200
2013-08-01 26.937666566441700
2013-09-01 26.887232339595105
2013-10-01 26.901265102655397
2013-11-01 26.949553787494803
2013-12-01 27.022481040150600
2014-01-01 27.064164717027100
2014-02-01 27.061097762990000
2014-03-01 27.169229605509000
2014-04-01 27.191007186169198
2014-05-01 27.232242147553500
2014-06-01 27.207321866108398
2014-07-01 27.166602579643502
2014-08-01 27.235849405196400
2014-09-01 27.184811290904100
2014-10-01 27.031315674855600
2014-11-01 27.173207945185500
2014-12-01 27.131854359161400
2015-01-01 27.323831900003100
2015-02-01 27.246399880686397
2015-03-01 27.164617743758697
2015-04-01 27.195230242089895
2015-05-01 27.225242335593400
2015-06-01 27.015314059132900
2015-07-01 27.171602180806400
2015-08-01 27.226576042171100
2015-09-01 27.270789243723897
2015-10-01 27.464066978851500
2015-11-01 27.492936859631100
2015-12-01 27.543837321497303
2016-01-01 27.482591369186803
2016-02-01 27.523141070963202
2016-03-01 27.564210515761400
2016-04-01 27.714361808298100
2016-05-01 27.825980763130197
2016-06-01 27.733328491649498
2016-07-01 27.773232446667700
2016-08-01 27.801212226665896
2016-09-01 27.949884503052502
2016-10-01 27.892327091559600
2016-11-01 28.013432039201700
2016-12-01 27.851576591021300
2017-01-01 28.253941996467100
2017-02-01 28.301441024071302
2017-03-01 28.367922684582300
2017-04-01 28.338593554605900
2017-05-01 28.338968257429900
2017-06-01 28.452811284023400
2017-07-01 28.463987178355100
2017-08-01 28.366936195119400
2017-09-01 28.429016624842600
2017-10-01 28.418650841143602
2017-11-01 28.323742908890600
2017-12-01 28.365843844637500
2018-01-01 28.336282252805300
2018-02-01 28.282312985223900
2018-03-01 28.250084116169300
2018-04-01 28.267143118179998
2018-05-01 28.265083054932603
2018-06-01 28.268960722671300
2018-07-01 28.240623092848600
2018-08-01 28.328730391160000
2018-09-01 28.327609240909300
2018-10-01 28.336094096198500
2018-11-01 28.333879303019800
2018-12-01 28.381166760545803
2019-01-01 28.330719449076500
2019-02-01 28.363222336947700
2019-03-01 28.424641052999700
2019-04-01 28.483313445047397
2019-05-01 28.584252959662900
2019-06-01 28.593356317443700
2019-07-01 28.630107020808600
2019-08-01 28.791868868567600
2019-09-01 28.843422650878300
2019-10-01 28.643450839893198
2019-11-01 28.828778480817700
2019-12-01 28.793144652226700
2020-01-01 29.142032666824000
2020-02-01 29.243862488750100
2020-03-01 29.196592020494197
2020-04-01 26.782733919901098
2020-05-01 26.885618418101803
2020-06-01 27.413634705927702
2020-07-01 28.023562287417302
2020-08-01 27.780549613277500
2020-09-01 27.769996554566397
2020-10-01 28.344632671687100
2020-11-01 28.227347762443900
2020-12-01 28.204620261212600
2021-01-01 28.148005109346500
2021-02-01 28.022110020612000
2021-03-01 28.281469526793497
2021-04-01 28.176929220823997
2021-05-01 28.174256594934803
2021-06-01 28.229892901712798
2021-07-01 28.325060235781700
2021-08-01 28.389237305887605
2021-09-01 28.298064457923303
2021-10-01 28.441933953597100
2021-11-01 28.417652087105900
2021-12-01 28.604737545438198
2022-01-01 28.657446798517900
2022-02-01 28.815173397573500
2022-03-01 28.869849073582397
2022-04-01 28.865185417349500
2022-05-01 28.756924884970797
2022-06-01 28.627057426216997
2022-07-01 29.329837889378800
2022-08-01 29.514293647207900
2022-09-01 29.522266221488298
2022-10-01 29.635108630379000
2022-11-01 29.717248556984895
2022-12-01 29.597322352747998
2023-01-01 29.559227856241797
2023-02-01 29.711741745649700
2023-03-01 29.670574893052002
2023-04-01 29.748637060591400
2023-05-01 29.937233788307900
2023-06-01 29.918730805467400
2023-07-01 30.039026402132603
2023-08-01 30.042926405392000
2023-09-01 30.341389893143702
2023-10-01 30.229581534259100
2023-11-01 30.313593414746900
2023-12-01 30.488416505939200
2024-01-01 30.665218236867105
2024-02-01 30.612885085151000
2024-03-01 30.677401401211700
2024-04-01 30.840039740528997
2024-05-01 30.916054945184100
2024-06-01 31.106615411782304
2024-07-01 31.048078694937896
2024-08-01 30.965290445273900
2024-09-01 30.944078135859300
2024-10-01 31.032126503014800

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