Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Social Assistance in Arkansas

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 2024-11-01
Last Updated 2024-12-21 6:06 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 11.864293439023900
1990-02-01 11.958632129463900
1990-03-01 12.088520361160299
1990-04-01 12.042665490131500
1990-05-01 12.126674986962100
1990-06-01 12.222401734040199
1990-07-01 13.050877475331200
1990-08-01 12.992716890658100
1990-09-01 12.811373579105000
1990-10-01 12.376298244150000
1990-11-01 12.449480984830501
1990-12-01 12.736124196936000
1991-01-01 12.966244194293498
1991-02-01 13.054552942946101
1991-03-01 13.183741900452900
1991-04-01 13.227394765881801
1991-05-01 13.316337653996902
1991-06-01 13.457611942277902
1991-07-01 14.091845786190800
1991-08-01 13.700653361070302
1991-09-01 13.699535408420200
1991-10-01 13.652755312321900
1991-11-01 13.732625089276901
1991-12-01 13.818766835597698
1992-01-01 13.964166936060900
1992-02-01 14.051925958361302
1992-03-01 14.086572816243699
1992-04-01 14.314881883561700
1992-05-01 14.405956876172800
1992-06-01 14.506265248944900
1992-07-01 14.633725211509399
1992-08-01 14.918408863347300
1992-09-01 14.662397674640000
1992-10-01 14.822808996203400
1992-11-01 14.914218301120200
1992-12-01 14.889443494830900
1993-01-01 14.765956829532302
1993-02-01 14.850922412617900
1993-03-01 14.894468889433599
1993-04-01 15.011932632051598
1993-05-01 14.993223252477900
1993-06-01 15.966043030515301
1993-07-01 15.698386969793502
1993-08-01 15.145650754683500
1993-09-01 15.413302891779402
1993-10-01 15.690898910796800
1993-11-01 15.896690445959198
1993-12-01 15.858052201120100
1994-01-01 15.979891698567600
1994-02-01 15.950631213408101
1994-03-01 15.995520044221001
1994-04-01 16.103150812215300
1994-05-01 16.273805464997200
1994-06-01 16.292910545075200
1994-07-01 16.459780765548302
1994-08-01 16.785623219055100
1994-09-01 16.753355174142403
1994-10-01 16.459794305113900
1994-11-01 16.678878721352400
1994-12-01 16.832376200740498
1995-01-01 16.901248803443400
1995-02-01 16.956461489096400
1995-03-01 17.097356307647400
1995-04-01 16.900263138723900
1995-05-01 17.056685209366300
1995-06-01 17.107570940332300
1995-07-01 17.206417924298000
1995-08-01 17.419279410700200
1995-09-01 17.503187119472400
1995-10-01 17.434004374184600
1995-11-01 17.462112097150600
1995-12-01 17.525259442388700
1996-01-01 17.522782390104400
1996-02-01 17.668763999644100
1996-03-01 17.698791118873900
1996-04-01 17.693625546070500
1996-05-01 17.750230768081398
1996-06-01 18.109737299235700
1996-07-01 17.626722817543303
1996-08-01 17.534120353028500
1996-09-01 17.961090874836604
1996-10-01 17.628054293215400
1996-11-01 17.654696107729603
1996-12-01 17.741133025218698
1997-01-01 17.131472060615000
1997-02-01 17.187600577168300
1997-03-01 17.215301538086700
1997-04-01 17.301665712707500
1997-05-01 17.359829739889100
1997-06-01 17.251821523597400
1997-07-01 17.096770463046200
1997-08-01 17.225087229817600
1997-09-01 17.350132431152300
1997-10-01 17.430560553771400
1997-11-01 17.549822762794200
1997-12-01 17.573664308882400
1998-01-01 17.541639915451300
1998-02-01 17.506134729197100
1998-03-01 17.727052768343302
1998-04-01 17.908900241177200
1998-05-01 17.967207968692100
1998-06-01 18.128615811243400
1998-07-01 18.212344087189000
1998-08-01 18.196687714069800
1998-09-01 18.334655655116300
1998-10-01 18.323694702524600
1998-11-01 18.337094334229800
1998-12-01 18.304254672142300
1999-01-01 18.244737740276502
1999-02-01 18.230475894434600
1999-03-01 18.241583377976198
1999-04-01 18.334351597056600
1999-05-01 18.281218192061600
1999-06-01 18.183802568908103
1999-07-01 18.380247306639700
1999-08-01 18.435940299277500
1999-09-01 18.733922532387396
1999-10-01 18.842401653013500
1999-11-01 18.739452980460200
1999-12-01 18.833388985715600
2000-01-01 19.046530377477602
2000-02-01 19.050649246620900
2000-03-01 19.145894003955103
2000-04-01 19.169935167497197
2000-05-01 19.182571967192900
2000-06-01 19.267123750668002
2000-07-01 19.163208639722000
2000-08-01 19.360658494483200
2000-09-01 19.334272245602300
2000-10-01 19.472315771425396
2000-11-01 19.551062473611000
2000-12-01 19.556529107535700
2001-01-01 19.743234056813396
2001-02-01 19.967502726771500
2001-03-01 20.045747217044700
2001-04-01 19.998737254701000
2001-05-01 20.177228333548600
2001-06-01 20.245239000941500
2001-07-01 20.772633495243500
2001-08-01 20.991728557260600
2001-09-01 20.541274902617500
2001-10-01 20.503037724981800
2001-11-01 20.563984844375803
2001-12-01 20.668960895182700
2002-01-01 20.746552898863897
2002-02-01 20.770334922849397
2002-03-01 20.946308046960798
2002-04-01 21.110890131511500
2002-05-01 21.254454386462100
2002-06-01 21.637831150635700
2002-07-01 21.776158799075898
2002-08-01 21.955692118428900
2002-09-01 21.639903607600000
2002-10-01 21.834867232507200
2002-11-01 22.074752467220300
2002-12-01 22.166292477650398
2003-01-01 21.952723048300100
2003-02-01 22.276301542139800
2003-03-01 22.350764171031500
2003-04-01 22.292032615027104
2003-05-01 22.531912941760000
2003-06-01 22.417638074415603
2003-07-01 22.586097672274900
2003-08-01 22.758966445541702
2003-09-01 22.728079827528802
2003-10-01 22.866348577772900
2003-11-01 22.695239352606396
2003-12-01 22.957586066962200
2004-01-01 23.164635685218602
2004-02-01 23.171026051690504
2004-03-01 23.255968662860997
2004-04-01 23.358537916428800
2004-05-01 23.302747454649400
2004-06-01 23.415409705725400
2004-07-01 23.513329497439898
2004-08-01 23.577278013639898
2004-09-01 23.703742468260998
2004-10-01 23.985774784427600
2004-11-01 24.124272145008202
2004-12-01 24.254701474666902
2005-01-01 24.259610992873000
2005-02-01 24.367058466446200
2005-03-01 24.356534911104998
2005-04-01 23.717858739307800
2005-05-01 23.792374418664604
2005-06-01 23.906286155488300
2005-07-01 23.831040162805200
2005-08-01 23.895262312199300
2005-09-01 24.187142923325300
2005-10-01 24.194619051412100
2005-11-01 24.463549656166897
2005-12-01 24.565686351939803
2006-01-01 26.253627345281895
2006-02-01 26.460356702551800
2006-03-01 26.654952647246400
2006-04-01 27.064027244131400
2006-05-01 27.057560495505800
2006-06-01 27.334839924992900
2006-07-01 27.019016918876300
2006-08-01 27.181522856730600
2006-09-01 27.543334425944400
2006-10-01 27.491088739978103
2006-11-01 27.482257539224896
2006-12-01 27.572559909461700
2007-01-01 27.640652735755400
2007-02-01 27.874199816956896
2007-03-01 28.054198351081000
2007-04-01 27.043250039576897
2007-05-01 27.267837398933395
2007-06-01 27.327480212292500
2007-07-01 27.614396623338000
2007-08-01 27.873571844063697
2007-09-01 27.946697066215400
2007-10-01 28.885863813817200
2007-11-01 28.988578182398400
2007-12-01 29.078857016098300
2008-01-01 29.734838636002102
2008-02-01 29.801099147588396
2008-03-01 29.857851117356000
2008-04-01 29.802360916667500
2008-05-01 29.755415452336102
2008-06-01 29.961441408227000
2008-07-01 29.946634548507400
2008-08-01 30.151881540678100
2008-09-01 30.152224462155700
2008-10-01 30.278065597859502
2008-11-01 30.272021354404302
2008-12-01 30.371269924217000
2009-01-01 30.824692535270200
2009-02-01 30.932554202827703
2009-03-01 31.052592756023397
2009-04-01 31.271433107882600
2009-05-01 31.562837211288000
2009-06-01 31.679769385500800
2009-07-01 32.387584495219100
2009-08-01 32.358368871855100
2009-09-01 32.586188610567100
2009-10-01 32.754361887036900
2009-11-01 33.023032465223300
2009-12-01 33.145816738890900
2010-01-01 33.116845893399600
2010-02-01 33.154980626169700
2010-03-01 33.149337110157106
2010-04-01 33.729481974760300
2010-05-01 33.950973499841300
2010-06-01 34.210353681588200
2010-07-01 34.338896356274200
2010-08-01 34.096249806267200
2010-09-01 34.029761474145800
2010-10-01 34.150827552258804
2010-11-01 34.164958267826400
2010-12-01 34.104191856793700
2011-01-01 34.109086439279400
2011-02-01 34.160769517168600
2011-03-01 34.232140883403900
2011-04-01 34.613669688997000
2011-05-01 34.634807403423800
2011-06-01 34.709278991518005
2011-07-01 35.275359094362800
2011-08-01 35.560378780921795
2011-09-01 35.883095310838400
2011-10-01 35.946697531463100
2011-11-01 36.120211244571800
2011-12-01 36.461522695299800
2012-01-01 36.194615000587200
2012-02-01 36.246726524140400
2012-03-01 36.318795792721296
2012-04-01 35.797219149545400
2012-05-01 35.895918802417500
2012-06-01 35.814619984885700
2012-07-01 35.601208754374700
2012-08-01 35.612999138626996
2012-09-01 35.626580394788206
2012-10-01 36.162593083765800
2012-11-01 36.027103673302100
2012-12-01 36.147049833974705
2013-01-01 36.166279043344900
2013-02-01 36.410775172806900
2013-03-01 36.208387396103300
2013-04-01 36.201589815101290
2013-05-01 36.267064964822900
2013-06-01 35.887352307802000
2013-07-01 36.016802382649800
2013-08-01 36.245860241053600
2013-09-01 36.360040550348394
2013-10-01 36.375578299744700
2013-11-01 36.459875953404996
2013-12-01 36.448366511676795
2014-01-01 36.541633653418600
2014-02-01 36.582341357284500
2014-03-01 36.717598622696705
2014-04-01 36.705281813582900
2014-05-01 36.933031304013400
2014-06-01 36.856116525864600
2014-07-01 37.025716880046900
2014-08-01 37.156149242673800
2014-09-01 37.169751346541700
2014-10-01 37.387224456548100
2014-11-01 37.498814510730206
2014-12-01 37.758715438399210
2015-01-01 37.950214800055210
2015-02-01 38.072026551334890
2015-03-01 38.112731685470500
2015-04-01 38.318633654802500
2015-05-01 38.401082995833995
2015-06-01 38.517982350796710
2015-07-01 38.501472268705800
2015-08-01 38.653564249590000
2015-09-01 38.781052232594600
2015-10-01 38.785810055777500
2015-11-01 38.847744094349000
2015-12-01 38.876586177075600
2016-01-01 39.278578840400900
2016-02-01 39.361742132379604
2016-03-01 39.308345093504400
2016-04-01 39.534429731697100
2016-05-01 39.497118993162104
2016-06-01 39.676044515541000
2016-07-01 39.757955913260800
2016-08-01 39.749554859006000
2016-09-01 39.765003473689106
2016-10-01 39.683926018696600
2016-11-01 39.701836027360700
2016-12-01 39.712578705641604
2017-01-01 39.007041048326290
2017-02-01 39.329726838165705
2017-03-01 39.183497448346600
2017-04-01 39.781927517230900
2017-05-01 39.823005215601896
2017-06-01 40.033619811786500
2017-07-01 39.695799311718000
2017-08-01 39.746533072452200
2017-09-01 39.743499913400200
2017-10-01 39.875751756696100
2017-11-01 39.949275680261394
2017-12-01 39.961490886792400
2018-01-01 39.723526273572900
2018-02-01 39.880013029616800
2018-03-01 40.056566985789296
2018-04-01 39.721176291302704
2018-05-01 39.965100183257604
2018-06-01 39.896028211710400
2018-07-01 40.163331928606500
2018-08-01 40.056269547769496
2018-09-01 39.928243376910100
2018-10-01 40.064894856625706
2018-11-01 39.973525384461205
2018-12-01 40.128737594596200
2019-01-01 40.125273711704800
2019-02-01 40.111698858875200
2019-03-01 40.025943918929900
2019-04-01 39.949040767783300
2019-05-01 39.701142392854500
2019-06-01 39.581062988065604
2019-07-01 39.525046794878300
2019-08-01 39.367503845644300
2019-09-01 39.544329899655104
2019-10-01 38.470480765721895
2019-11-01 38.979647311937000
2019-12-01 38.991106459694800
2020-01-01 39.999691381207900
2020-02-01 40.146918523057710
2020-03-01 39.791493200787600
2020-04-01 33.880660858197300
2020-05-01 35.252073016734400
2020-06-01 36.067922560225700
2020-07-01 36.167875355860296
2020-08-01 36.695549103049500
2020-09-01 37.081462153162300
2020-10-01 36.112683307162900
2020-11-01 36.172425306189396
2020-12-01 36.223760130876100
2021-01-01 37.342990126500900
2021-02-01 36.696659883207700
2021-03-01 37.452072219548604
2021-04-01 36.640544200197894
2021-05-01 36.543024856183100
2021-06-01 36.770414188543796
2021-07-01 35.192042458750100
2021-08-01 35.042862412148300
2021-09-01 34.646820869758600
2021-10-01 35.172960252791800
2021-11-01 35.138200280319500
2021-12-01 35.018388535107604
2022-01-01 36.180521567164604
2022-02-01 36.339726672696000
2022-03-01 36.391284325263500
2022-04-01 36.903253616540205
2022-05-01 37.527384958900600
2022-06-01 37.182321536633296
2022-07-01 37.604668054259700
2022-08-01 37.828831142347900
2022-09-01 37.945208914922400
2022-10-01 38.142083568690790
2022-11-01 38.283102055894300
2022-12-01 38.293471546833800
2023-01-01 38.322583160207400
2023-02-01 38.168487326490606
2023-03-01 38.692443288149400
2023-04-01 38.658931439112600
2023-05-01 38.898123274493300
2023-06-01 38.910889672425206
2023-07-01 38.901764984618396
2023-08-01 38.907885547100896
2023-09-01 38.945841987582300
2023-10-01 38.705657317051100
2023-11-01 38.831049575141900
2023-12-01 39.143328624168795
2024-01-01 39.372838183740100
2024-02-01 39.809039155360900
2024-03-01 39.806487143920900
2024-04-01 39.235390833775300
2024-05-01 39.181109383912800
2024-06-01 41.041993900703600
2024-07-01 40.906875199512210
2024-08-01 41.085493486588604
2024-09-01 41.420412628198000
2024-10-01 41.965760730906300
2024-11-01 42.585128294855100

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