Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Little Rock-North Little Rock-Conway, AR (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Little Rock-North Little Rock-Conway, AR (MSA)
Series ID LRSEDUH
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 2024-09-01
Last Updated 2024-10-23 6:38 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. 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 28.094313011036302
1990-02-01 28.487193465960697
1990-03-01 28.528294160569896
1990-04-01 28.560594112702898
1990-05-01 28.850971647907702
1990-06-01 29.043352865997500
1990-07-01 29.024503660162800
1990-08-01 29.254355520276400
1990-09-01 29.153372462740100
1990-10-01 29.291296504220900
1990-11-01 29.472791859292300
1990-12-01 29.622574648523397
1991-01-01 29.899094743345103
1991-02-01 30.193911214228102
1991-03-01 30.429815813098603
1991-04-01 30.655061623509102
1991-05-01 30.743500451282500
1991-06-01 31.061071759163898
1991-07-01 30.962603145401800
1991-08-01 31.070055979289798
1991-09-01 31.237148587501103
1991-10-01 31.167926597345400
1991-11-01 31.340022789741603
1991-12-01 31.499417716201800
1992-01-01 31.899597878542900
1992-02-01 32.017921536805600
1992-03-01 32.139937817080300
1992-04-01 32.252498803487500
1992-05-01 32.454170488124800
1992-06-01 32.376846181866796
1992-07-01 32.700232369551394
1992-08-01 32.582410487611000
1992-09-01 32.814353066714304
1992-10-01 33.041636471583100
1992-11-01 33.003181312525300
1992-12-01 33.057856582777200
1993-01-01 32.895748026021900
1993-02-01 32.855113246079300
1993-03-01 32.955825679297500
1993-04-01 33.162247951490000
1993-05-01 33.061560029675500
1993-06-01 33.284654319766105
1993-07-01 33.627973613494400
1993-08-01 33.784579924891000
1993-09-01 33.492817046232000
1993-10-01 34.028185962825106
1993-11-01 34.089784586332804
1993-12-01 33.910487417993600
1994-01-01 34.013197233630900
1994-02-01 33.589309991550700
1994-03-01 33.457089306220200
1994-04-01 33.563609923415500
1994-05-01 33.678153400594304
1994-06-01 33.364598441750900
1994-07-01 33.430627682544305
1994-08-01 33.469473677097504
1994-09-01 33.585817593201400
1994-10-01 33.538884801368000
1994-11-01 33.609363944110605
1994-12-01 33.786194916000800
1995-01-01 33.917891071987704
1995-02-01 34.307268723984500
1995-03-01 34.256211686767700
1995-04-01 34.161334766734200
1995-05-01 34.168688395796195
1995-06-01 34.632062012185300
1995-07-01 34.457159033684300
1995-08-01 34.669044057393100
1995-09-01 34.686795337276300
1995-10-01 34.853769942416200
1995-11-01 35.128407997538800
1995-12-01 35.264291233744295
1996-01-01 35.031304904337500
1996-02-01 35.317373709367300
1996-03-01 35.447591428261400
1996-04-01 35.441779949590895
1996-05-01 35.564411604625604
1996-06-01 35.982248111634895
1996-07-01 35.564505364036300
1996-08-01 35.770893188054790
1996-09-01 35.899776953592900
1996-10-01 35.288134749842800
1996-11-01 35.559044836075600
1996-12-01 35.656576528774710
1997-01-01 35.726575119644100
1997-02-01 35.937536338055500
1997-03-01 36.158966360177494
1997-04-01 36.217958846026400
1997-05-01 36.551625076151700
1997-06-01 36.355312927887894
1997-07-01 36.439112110512300
1997-08-01 36.269076021293900
1997-09-01 36.404224202661600
1997-10-01 36.504337485284400
1997-11-01 36.482118687611300
1997-12-01 36.545832903782895
1998-01-01 36.933478739130294
1998-02-01 36.972906778338600
1998-03-01 36.882769964454600
1998-04-01 36.993370314917500
1998-05-01 36.964408425910300
1998-06-01 36.948615878009290
1998-07-01 36.863395142070500
1998-08-01 37.065793952262396
1998-09-01 37.103361374011300
1998-10-01 37.301767566322106
1998-11-01 37.485322807628800
1998-12-01 37.547421515072610
1999-01-01 37.537196001809800
1999-02-01 37.318089895213500
1999-03-01 37.323343791508606
1999-04-01 37.389271004144796
1999-05-01 37.373569077801800
1999-06-01 37.363880966935300
1999-07-01 37.685759829840400
1999-08-01 37.340715811563800
1999-09-01 37.180391885848600
1999-10-01 37.094538881559800
1999-11-01 37.191836594605704
1999-12-01 37.263976662668796
2000-01-01 37.152343804738500
2000-02-01 37.060894503705704
2000-03-01 37.053113074100900
2000-04-01 37.105164551062600
2000-05-01 37.098493171014496
2000-06-01 37.078396081363000
2000-07-01 37.292552882050295
2000-08-01 36.900634063677200
2000-09-01 36.944839147316400
2000-10-01 36.885019265527205
2000-11-01 36.800669793965400
2000-12-01 36.782387086701500
2001-01-01 37.995421805669100
2001-02-01 38.205316595866200
2001-03-01 38.266420933858900
2001-04-01 38.417204074802500
2001-05-01 38.413793381367000
2001-06-01 38.693762322289096
2001-07-01 38.935158591576794
2001-08-01 39.083735474007796
2001-09-01 38.789170514964300
2001-10-01 39.251667657621400
2001-11-01 39.301267191315400
2001-12-01 39.299897900764800
2002-01-01 39.348669532430600
2002-02-01 39.436490414054800
2002-03-01 39.571441770751000
2002-04-01 39.412087515001500
2002-05-01 39.726477441332605
2002-06-01 39.506258118620500
2002-07-01 39.877420880874300
2002-08-01 39.970230229355000
2002-09-01 40.346909017385600
2002-10-01 40.022621649335704
2002-11-01 40.227251278235400
2002-12-01 40.347761287489500
2003-01-01 40.477256605742300
2003-02-01 40.650226539869400
2003-03-01 40.763487208144600
2003-04-01 40.800730811347500
2003-05-01 40.931889562491200
2003-06-01 41.009670759606294
2003-07-01 41.047604888471000
2003-08-01 41.262343893414204
2003-09-01 41.516467443878500
2003-10-01 41.508311484545700
2003-11-01 41.560065590601000
2003-12-01 41.792353497811300
2004-01-01 41.686248379628000
2004-02-01 41.649179610788100
2004-03-01 41.551319945786204
2004-04-01 42.080927665159200
2004-05-01 42.037036010817900
2004-06-01 42.110638375000400
2004-07-01 42.328163994664600
2004-08-01 42.349884149824700
2004-09-01 42.496039183593300
2004-10-01 42.815696787900706
2004-11-01 42.809520618078400
2004-12-01 42.838093702076900
2005-01-01 42.872238429172400
2005-02-01 43.037745423592100
2005-03-01 43.028532994482205
2005-04-01 43.457066131712600
2005-05-01 43.541756769519395
2005-06-01 43.615163808492600
2005-07-01 43.715759807354495
2005-08-01 43.739715655368000
2005-09-01 43.782741102118905
2005-10-01 44.132731820159100
2005-11-01 44.262571608317610
2005-12-01 44.283086746353900
2006-01-01 44.661733133670204
2006-02-01 44.806006989603300
2006-03-01 44.997255137579295
2006-04-01 44.829146841739394
2006-05-01 44.949461027461700
2006-06-01 45.227475592555200
2006-07-01 45.104243794132300
2006-08-01 45.343128809495795
2006-09-01 45.585775313546100
2006-10-01 45.454337893632896
2006-11-01 45.694463453126104
2006-12-01 46.023348765264800
2007-01-01 46.029122649125700
2007-02-01 46.172762120801200
2007-03-01 46.349487982015000
2007-04-01 46.510085308370600
2007-05-01 46.757487774404300
2007-06-01 46.947561097328396
2007-07-01 47.427988388061900
2007-08-01 47.572064165422894
2007-09-01 47.683422720240400
2007-10-01 47.084630641034000
2007-11-01 47.292368606215700
2007-12-01 47.318957902181396
2008-01-01 47.596856893871600
2008-02-01 47.752646075514200
2008-03-01 47.702883952300400
2008-04-01 47.877835067161400
2008-05-01 47.960665005538395
2008-06-01 47.994156379206600
2008-07-01 48.182863498501900
2008-08-01 48.427133397435400
2008-09-01 48.404406889268100
2008-10-01 48.583726543945296
2008-11-01 48.549764771526300
2008-12-01 48.687892698376890
2009-01-01 48.841579825542794
2009-02-01 49.134606624822800
2009-03-01 49.271613569910790
2009-04-01 49.144076579632994
2009-05-01 49.150059049793605
2009-06-01 49.273115399513500
2009-07-01 49.392386923717204
2009-08-01 49.104912770345500
2009-09-01 49.131544041291505
2009-10-01 49.150825041127900
2009-11-01 49.463698830712005
2009-12-01 49.921355916005794
2010-01-01 49.590715570857604
2010-02-01 49.410498125744105
2010-03-01 49.579476352583800
2010-04-01 49.702365633184390
2010-05-01 49.832481083849600
2010-06-01 50.376104687227205
2010-07-01 50.335803708777000
2010-08-01 50.288863394682700
2010-09-01 50.472216327113706
2010-10-01 50.190324245185300
2010-11-01 50.235573198320600
2010-12-01 50.242972355799800
2011-01-01 50.039300730175704
2011-02-01 49.783240678150300
2011-03-01 50.104035659660596
2011-04-01 50.290930698295300
2011-05-01 50.212574187436800
2011-06-01 49.769002597772100
2011-07-01 50.189465497140105
2011-08-01 50.342342332025900
2011-09-01 50.490580226702000
2011-10-01 51.021722127048100
2011-11-01 51.011756451812800
2011-12-01 51.137297241532600
2012-01-01 51.514907327935200
2012-02-01 51.666361490242500
2012-03-01 51.658023723289794
2012-04-01 51.481330506253800
2012-05-01 51.795832374133795
2012-06-01 51.080307138438300
2012-07-01 51.229220651138000
2012-08-01 51.860594126183700
2012-09-01 52.103203416411800
2012-10-01 52.632305821185206
2012-11-01 52.401945904529400
2012-12-01 52.444875849450600
2013-01-01 50.995037806636300
2013-02-01 51.148623688010304
2013-03-01 51.037602041300710
2013-04-01 51.419163144364600
2013-05-01 51.289239016333504
2013-06-01 51.362352479900800
2013-07-01 51.312380447967605
2013-08-01 51.515141487558700
2013-09-01 51.391524423203790
2013-10-01 51.272346899193710
2013-11-01 51.463713842207206
2013-12-01 51.290879715137210
2014-01-01 51.100389210866600
2014-02-01 51.144029838182700
2014-03-01 51.333309991795396
2014-04-01 51.156494623646100
2014-05-01 51.597975473476710
2014-06-01 51.094792051888800
2014-07-01 51.035671716217500
2014-08-01 51.040403821352800
2014-09-01 51.277621187601010
2014-10-01 51.517458738303100
2014-11-01 51.547348877506800
2014-12-01 51.742767898566896
2015-01-01 51.811479605828600
2015-02-01 51.868175885620500
2015-03-01 51.905256641536700
2015-04-01 52.108221170629704
2015-05-01 52.211879574619500
2015-06-01 52.192586473631600
2015-07-01 52.460632444647395
2015-08-01 52.495089982849706
2015-09-01 52.333130361770400
2015-10-01 52.474864947855200
2015-11-01 52.666213695124290
2015-12-01 52.800967567360400
2016-01-01 52.915628804102106
2016-02-01 53.105907658029295
2016-03-01 53.160521122490100
2016-04-01 53.335350205925400
2016-05-01 53.427028666879500
2016-06-01 53.575165226535596
2016-07-01 54.883277155117290
2016-08-01 54.863793443728000
2016-09-01 55.196814555619405
2016-10-01 55.235985651715900
2016-11-01 55.294844768270295
2016-12-01 55.374633848742796
2017-01-01 55.598014576382700
2017-02-01 55.916510175359500
2017-03-01 55.978132178109206
2017-04-01 56.361551919245300
2017-05-01 56.535204125614605
2017-06-01 56.675108098106700
2017-07-01 56.711759409080900
2017-08-01 56.435808259042396
2017-09-01 56.767447423284295
2017-10-01 57.137981303844796
2017-11-01 57.540986944876200
2017-12-01 57.285197404147304
2018-01-01 56.443066009401704
2018-02-01 56.906297095458605
2018-03-01 57.174253173709400
2018-04-01 57.156426109228000
2018-05-01 57.346730227109900
2018-06-01 57.451870310021200
2018-07-01 57.339113977610594
2018-08-01 57.287257575743000
2018-09-01 57.576048738410300
2018-10-01 57.591895325006800
2018-11-01 57.694833429254400
2018-12-01 57.925356720747300
2019-01-01 57.777305571695900
2019-02-01 57.883575631758100
2019-03-01 58.046187439395000
2019-04-01 58.045045367686704
2019-05-01 58.047101865379300
2019-06-01 58.137894251731204
2019-07-01 58.395715305309000
2019-08-01 58.229000066486100
2019-09-01 58.484779360925100
2019-10-01 58.049503987515790
2019-11-01 58.426863199479100
2019-12-01 58.578552488597710
2020-01-01 58.920510343226205
2020-02-01 59.269711661739100
2020-03-01 59.223520407266600
2020-04-01 53.139863237192200
2020-05-01 54.844109177774400
2020-06-01 56.309640357293794
2020-07-01 56.685647694756500
2020-08-01 57.748304688911500
2020-09-01 57.511696285251800
2020-10-01 58.114828308701700
2020-11-01 58.547993837717705
2020-12-01 58.126641319289100
2021-01-01 59.386036357137900
2021-02-01 59.355497968095506
2021-03-01 60.133465940509204
2021-04-01 59.815685021442700
2021-05-01 59.829381959892800
2021-06-01 60.027312485309100
2021-07-01 59.744345479312600
2021-08-01 59.878647987393600
2021-09-01 58.919870569915894
2021-10-01 59.444870156847490
2021-11-01 59.540252210847500
2021-12-01 58.852727279022890
2022-01-01 59.883194746149400
2022-02-01 60.168997118443700
2022-03-01 60.261053708945700
2022-04-01 60.624596034512800
2022-05-01 60.922390118658896
2022-06-01 60.487740322541796
2022-07-01 61.435712331430800
2022-08-01 61.938750028602705
2022-09-01 62.223864576879606
2022-10-01 62.347130835019400
2022-11-01 62.414560969769894
2022-12-01 62.332999484802100
2023-01-01 62.602633191560294
2023-02-01 62.888743260170600
2023-03-01 63.412695986918900
2023-04-01 63.543300550430200
2023-05-01 63.710308116051500
2023-06-01 63.766577842955600
2023-07-01 63.917876501501700
2023-08-01 64.339388251090400
2023-09-01 64.520998378079610
2023-10-01 64.734391599831100
2023-11-01 65.082265812760100
2023-12-01 65.702887780561800
2024-01-01 65.637465791494800
2024-02-01 65.717230373500700
2024-03-01 65.641859116324610
2024-04-01 65.766323579055900
2024-05-01 66.406655272186200
2024-06-01 67.653651569044600
2024-07-01 67.915925816392600
2024-08-01 66.965685512685900
2024-09-01 67.109667160451890

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