NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Education and Health Services: Social Assistance in Arkansas Series ID: SMU05000006562400001SA 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 2024-04-01 Last Updated: 2024-05-18 5:30 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU05000006562400001). 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 11.858235196301500 1990-02-01 11.968666455402200 1990-03-01 12.120534427205200 1990-04-01 12.051258832551700 1990-05-01 12.131582629737101 1990-06-01 12.256873267008200 1990-07-01 13.094765459995198 1990-08-01 12.943270399532599 1990-09-01 12.632711575704600 1990-10-01 12.437367059374301 1990-11-01 12.463799193940700 1990-12-01 12.754561078130800 1991-01-01 12.962277639944197 1991-02-01 13.069055793170900 1991-03-01 13.217724641048200 1991-04-01 13.237183547230700 1991-05-01 13.320966239272900 1991-06-01 13.490385332673100 1991-07-01 14.131871245360400 1991-08-01 13.646997653049299 1991-09-01 13.516740449193499 1991-10-01 13.720791554467700 1991-11-01 13.746996196408300 1991-12-01 13.841651230929400 1992-01-01 13.965263792386802 1992-02-01 14.072315336953200 1992-03-01 14.121779471678200 1992-04-01 14.323975708454800 1992-05-01 14.410684360303302 1992-06-01 14.528405434686197 1992-07-01 14.663209881638698 1992-08-01 14.855177989292901 1992-09-01 14.490273689105900 1992-10-01 14.891286243180499 1992-11-01 14.930190309069701 1992-12-01 14.920514277674000 1993-01-01 14.774836895816500 1993-02-01 14.874388244404200 1993-03-01 14.929276075763700 1993-04-01 15.017112985713698 1993-05-01 14.995843461973300 1993-06-01 15.977597521048200 1993-07-01 15.718476369210599 1993-08-01 15.074615004394800 1993-09-01 15.267540816360400 1993-10-01 15.755212546534700 1993-11-01 15.915308234542902 1993-12-01 15.893939836820000 1994-01-01 15.993666013502901 1994-02-01 15.976458252049902 1994-03-01 16.030653301317102 1994-04-01 16.103655961399500 1994-05-01 16.271768588083700 1994-06-01 16.292882345237100 1994-07-01 16.466897237342803 1994-08-01 16.710521465697997 1994-09-01 16.641768862315800 1994-10-01 16.514128016667900 1994-11-01 16.695125001776000 1994-12-01 16.869438796065100 1995-01-01 16.918231938878602 1995-02-01 16.981311420094197 1995-03-01 17.128625506942598 1995-04-01 16.895847382622500 1995-05-01 17.048516055709400 1995-06-01 17.103513125006900 1995-07-01 17.204837492095100 1995-08-01 17.355260914178200 1995-09-01 17.431926067773700 1995-10-01 17.475512119789900 1995-11-01 17.475016268403400 1995-12-01 17.553800774063898 1996-01-01 17.538750584060600 1996-02-01 17.690540872026700 1996-03-01 17.724877525113897 1996-04-01 17.685713675675800 1996-05-01 17.738290393537500 1996-06-01 18.099561626501302 1996-07-01 17.620444901227000 1996-08-01 17.493260255402600 1996-09-01 17.928545112791800 1996-10-01 17.650186930531800 1996-11-01 17.663885189001800 1996-12-01 17.759385173245700 1997-01-01 17.144649328030100 1997-02-01 17.205276190732600 1997-03-01 17.229815621299000 1997-04-01 17.293527856071500 1997-05-01 17.346624678435000 1997-06-01 17.238352210936000 1997-07-01 17.093890633604200 1997-08-01 17.199363062169300 1997-09-01 17.343762280304300 1997-10-01 17.442119168690600 1997-11-01 17.560525816760800 1997-12-01 17.584712326358700 1998-01-01 17.550898403879300 1998-02-01 17.521229020954500 1998-03-01 17.732643014093600 1998-04-01 17.900026260658603 1998-05-01 17.949162910983100 1998-06-01 18.104541081301400 1998-07-01 18.208287335867200 1998-08-01 18.189936002636102 1998-09-01 18.345202081729500 1998-10-01 18.336134959753200 1998-11-01 18.348903874427200 1998-12-01 18.313492354505900 1999-01-01 18.251646992218200 1999-02-01 18.242992103954197 1999-03-01 18.236303894433398 1999-04-01 18.322753873925500 1999-05-01 18.258236718571800 1999-06-01 18.148444704493700 1999-07-01 18.374261653953198 1999-08-01 18.449996971875200 1999-09-01 18.756687777923100 1999-10-01 18.859146520195300 1999-11-01 18.753315120613397 1999-12-01 18.842273743903803 2000-01-01 19.051447314618700 2000-02-01 19.056620871551200 2000-03-01 19.135800634488700 2000-04-01 19.152437328749400 2000-05-01 19.154460707289100 2000-06-01 19.218735313474898 2000-07-01 19.154835341740600 2000-08-01 19.395568630348400 2000-09-01 19.368397972690300 2000-10-01 19.492729931334500 2000-11-01 19.565149723058300 2000-12-01 19.565033887961900 2001-01-01 19.744963274298100 2001-02-01 19.966228278156898 2001-03-01 20.031865228267698 2001-04-01 19.976858127880103 2001-05-01 20.147014602260302 2001-06-01 20.194485133244400 2001-07-01 20.765850813758200 2001-08-01 21.037298034914603 2001-09-01 20.582287418088300 2001-10-01 20.525304656914898 2001-11-01 20.576062396393700 2001-12-01 20.675916757827600 2002-01-01 20.745354682170202 2002-02-01 20.763137055735896 2002-03-01 20.931644409134500 2002-04-01 21.089201750449300 2002-05-01 21.225014798556200 2002-06-01 21.590730105450000 2002-07-01 21.771008519402800 2002-08-01 22.004293231058900 2002-09-01 21.681818727120103 2002-10-01 21.856191068408602 2002-11-01 22.081997454114000 2002-12-01 22.170128462732603 2003-01-01 21.947954803202300 2003-02-01 22.266949880917803 2003-03-01 22.336441229465400 2003-04-01 22.273773053387604 2003-05-01 22.507961068443000 2003-06-01 22.384127520327397 2003-07-01 22.584497817375100 2003-08-01 22.802045899848000 2003-09-01 22.762143275657100 2003-10-01 22.881098361809200 2003-11-01 22.696951513683200 2003-12-01 22.958127851665800 2004-01-01 23.158038210054997 2004-02-01 23.162459690909000 2004-03-01 23.245110194331303 2004-04-01 23.346555446813802 2004-05-01 23.287965064551102 2004-06-01 23.396047739166900 2004-07-01 23.514658588661700 2004-08-01 23.608533165529998 2004-09-01 23.726403955118900 2004-10-01 23.994566428551604 2004-11-01 24.120070399971800 2004-12-01 24.253245940800800 2005-01-01 24.253272458460103 2005-02-01 24.360684071267200 2005-03-01 24.349770412324400 2005-04-01 23.712154493594000 2005-05-01 23.785818556023603 2005-06-01 23.900559462872400 2005-07-01 23.834213585576500 2005-08-01 23.912438101556898 2005-09-01 24.197904916840400 2005-10-01 24.197965307461100 2005-11-01 24.456876323387900 2005-12-01 24.563683901343197 2006-01-01 26.249088428862702 2006-02-01 26.457070400685000 2006-03-01 26.651863015298900 2006-04-01 27.062571447729002 2006-05-01 27.055505139031800 2006-06-01 27.334631415573302 2006-07-01 27.020676827950800 2006-08-01 27.191329329265900 2006-09-01 27.548779290489698 2006-10-01 27.492752608424700 2006-11-01 27.474330067876700 2006-12-01 27.570905179866400 2007-01-01 27.638032925884200 2007-02-01 27.872928368919503 2007-03-01 28.053154741573895 2007-04-01 27.043887213243604 2007-05-01 27.267632931399497 2007-06-01 27.327819746564497 2007-07-01 27.615048440663000 2007-08-01 27.880073529127998 2007-09-01 27.949234412121600 2007-10-01 28.885472053504100 2007-11-01 28.982360959929900 2007-12-01 29.078194225392398 2008-01-01 29.732940217550700 2008-02-01 29.800826923878700 2008-03-01 29.857779488102302 2008-04-01 29.803250208970900 2008-05-01 29.755414734061500 2008-06-01 29.961523913347698 2008-07-01 29.947088364944800 2008-08-01 30.155849021074800 2008-09-01 30.153740592340200 2008-10-01 30.278447411082503 2008-11-01 30.266607908473300 2008-12-01 30.371714784754000 2009-01-01 30.823280816322104 2009-02-01 30.932601622993100 2009-03-01 31.052785892914100 2009-04-01 31.272007199039102 2009-05-01 31.562904432931900 2009-06-01 31.679692052345900 2009-07-01 32.388277215409300 2009-08-01 32.360126936053700 2009-09-01 32.587070759935610 2009-10-01 32.754852343361600 2009-11-01 33.019174109487700 2009-12-01 33.146759587853700 2010-01-01 33.115759283451300 2010-02-01 33.154990496631000 2010-03-01 33.149661110200200 2010-04-01 33.729821084914306 2010-05-01 33.951187093650800 2010-06-01 34.210131992232700 2010-07-01 34.339826731439700 2010-08-01 34.096497139390500 2010-09-01 34.029808779370000 2010-10-01 34.151339724653400 2010-11-01 34.162983687726005 2010-12-01 34.104970636776000 2011-01-01 34.108505036272300 2011-02-01 34.160727492012400 2011-03-01 34.232431170427200 2011-04-01 34.613790110447695 2011-05-01 34.634932379132100 2011-06-01 34.708942239581300 2011-07-01 35.276063247783300 2011-08-01 35.560502833223100 2011-09-01 35.883157031405500 2011-10-01 35.946515586176000 2011-11-01 36.119789680760000 2011-12-01 36.461754422299100 2012-01-01 36.194251715042206 2012-02-01 36.246349788013700 2012-03-01 36.318911916187400 2012-04-01 35.797279858049000 2012-05-01 35.896117560911605 2012-06-01 35.814519862899296 2012-07-01 35.601960521165900 2012-08-01 35.613118346171106 2012-09-01 35.626656759007300 2012-10-01 36.162770910911796 2012-11-01 36.027394398360210 2012-12-01 36.145435137300400 2013-01-01 36.166510468410394 2013-02-01 36.410352365955400 2013-03-01 36.207991790622200 2013-04-01 36.201355237389100 2013-05-01 36.267497927341000 2013-06-01 35.887942042582500 2013-07-01 36.017849992444600 2013-08-01 36.246228744235900 2013-09-01 36.360040758841200 2013-10-01 36.375721188176500 2013-11-01 36.460436155775700 2013-12-01 36.446435615847200 2014-01-01 36.542100052364700 2014-02-01 36.581248266274200 2014-03-01 36.717123565862500 2014-04-01 36.702997312675900 2014-05-01 36.931225039237300 2014-06-01 36.863109642808205 2014-07-01 37.025987219045700 2014-08-01 37.156398399394895 2014-09-01 37.169695914226500 2014-10-01 37.387839334315600 2014-11-01 37.499987103358000 2014-12-01 37.755972821097600 2015-01-01 37.950304700520206 2015-02-01 38.070339086126000 2015-03-01 38.114953098281900 2015-04-01 38.302312402922600 2015-05-01 38.400304138953200 2015-06-01 38.534862796748600 2015-07-01 38.504319754071900 2015-08-01 38.655618899834790 2015-09-01 38.782633881045705 2015-10-01 38.787180326433390 2015-11-01 38.848043850012395 2015-12-01 38.872853732000900 2016-01-01 39.275329231638800 2016-02-01 39.356513378153400 2016-03-01 39.310362502107395 2016-04-01 39.501622552884400 2016-05-01 39.499031986920400 2016-06-01 39.706451358424296 2016-07-01 39.766344072442500 2016-08-01 39.753880301561500 2016-09-01 39.783784364555600 2016-10-01 39.676321658624790 2016-11-01 39.700557253352900 2016-12-01 39.707050869937100 2017-01-01 38.998348477786600 2017-02-01 39.308624431204100 2017-03-01 39.190506061609200 2017-04-01 39.722018284856100 2017-05-01 39.831226061971500 2017-06-01 40.087726654102000 2017-07-01 39.715478028847606 2017-08-01 39.750152238902004 2017-09-01 39.794835125879200 2017-10-01 39.852830204848600 2017-11-01 39.938372086442100 2017-12-01 39.949283032156400 2018-01-01 39.714162371360700 2018-02-01 39.835497632818296 2018-03-01 40.062272914450600 2018-04-01 39.646839281973904 2018-05-01 39.977545780814204 2018-06-01 39.972544534215800 2018-07-01 40.199356279993296 2018-08-01 40.059829169210700 2018-09-01 40.009983041002705 2018-10-01 40.025513904562500 2018-11-01 39.951319850323900 2018-12-01 40.104935890727000 2019-01-01 40.118092656315206 2019-02-01 40.047532122412000 2019-03-01 40.034174162620104 2019-04-01 39.866159093071104 2019-05-01 39.719115577331600 2019-06-01 39.671771116296700 2019-07-01 39.573652956457600 2019-08-01 39.367569146996600 2019-09-01 39.635864835490100 2019-10-01 38.422908154445600 2019-11-01 38.947253536156000 2019-12-01 38.960610077028896 2020-01-01 40.006151694708900 2020-02-01 40.071128775941000 2020-03-01 39.802056597068100 2020-04-01 33.829691892870600 2020-05-01 35.270455911915200 2020-06-01 36.142526913511000 2020-07-01 36.209685617954996 2020-08-01 36.685794017918404 2020-09-01 37.157001374173900 2020-10-01 36.046619143020294 2020-11-01 36.147654868588100 2020-12-01 36.205237352863300 2021-01-01 37.370536148228800 2021-02-01 36.632207044829600 2021-03-01 37.478417216609200 2021-04-01 36.618667749095600 2021-05-01 36.557225361038000 2021-06-01 36.834607657946100 2021-07-01 35.205192925915500 2021-08-01 34.999416142647300 2021-09-01 34.673083831829700 2021-10-01 35.090964374639700 2021-11-01 35.143380860517304 2021-12-01 35.027553948619100 2022-01-01 36.244361647302206 2022-02-01 36.304351292565705 2022-03-01 36.435976081585600 2022-04-01 36.926643909917900 2022-05-01 37.533169208406800 2022-06-01 37.216593093521300 2022-07-01 37.565436804448794 2022-08-01 37.734520709216400 2022-09-01 37.900141420047500 2022-10-01 38.034891376782300 2022-11-01 38.337302062197600 2022-12-01 38.345304749267605 2023-01-01 38.427846598005400 2023-02-01 38.178541344097100 2023-03-01 38.766296998438500 2023-04-01 38.720197382346605 2023-05-01 38.898074652614000 2023-06-01 38.916919759463600 2023-07-01 38.797101035823495 2023-08-01 38.756892293898204 2023-09-01 38.819195395982106 2023-10-01 38.586938599875005 2023-11-01 38.938943932059296 2023-12-01 39.239156060581900 2024-01-01 39.516098141394700 2024-02-01 39.863830043700105 2024-03-01 39.904893349309700 2024-04-01 39.325620984212800