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: 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 2024-04-01 Last Updated: 2024-05-18 6:35 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/LRSEDUHN). 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 28.094313128592300 1990-02-01 28.487193222635800 1990-03-01 28.528294254045896 1990-04-01 28.560594212363700 1990-05-01 28.850972949993700 1990-06-01 29.043352601455197 1990-07-01 29.024503406497196 1990-08-01 29.254355254185500 1990-09-01 29.153371353670803 1990-10-01 29.291296634143300 1990-11-01 29.472792043201700 1990-12-01 29.622574272915603 1991-01-01 29.899095791171103 1991-02-01 30.193910614546297 1991-03-01 30.429815394160600 1991-04-01 30.655062141588697 1991-05-01 30.743502855385398 1991-06-01 31.061070965501000 1991-07-01 30.962603015400300 1991-08-01 31.070055468038998 1991-09-01 31.237146716500600 1991-10-01 31.167926241188397 1991-11-01 31.340022750476603 1991-12-01 31.499417561582200 1992-01-01 31.899601114749200 1992-02-01 32.017918213774900 1992-03-01 32.139937512799500 1992-04-01 32.252499983853600 1992-05-01 32.454177929282196 1992-06-01 32.376843291287400 1992-07-01 32.700232369623800 1992-08-01 32.582408818229900 1992-09-01 32.814348935123000 1992-10-01 33.041634138260700 1992-11-01 33.003180207056200 1992-12-01 33.057856294567700 1993-01-01 32.895757740663300 1993-02-01 32.855106334072000 1993-03-01 32.955825513341900 1993-04-01 33.162250839750700 1993-05-01 33.061572897637100 1993-06-01 33.284649418469700 1993-07-01 33.627975315210700 1993-08-01 33.784580251217200 1993-09-01 33.492799702568604 1993-10-01 34.028180155122600 1993-11-01 34.089785173883600 1993-12-01 33.910488917769800 1994-01-01 34.013214284755100 1994-02-01 33.589301242962400 1994-03-01 33.457089965741200 1994-04-01 33.563612534878900 1994-05-01 33.678175302162400 1994-06-01 33.364591330106900 1994-07-01 33.430629671394804 1994-08-01 33.469474445574000 1994-09-01 33.585786130547300 1994-10-01 33.538874465130500 1994-11-01 33.609363415833200 1994-12-01 33.786193255966700 1995-01-01 33.917929440066100 1995-02-01 34.307256439719700 1995-03-01 34.256211243496104 1995-04-01 34.161339032784200 1995-05-01 34.168719014909000 1995-06-01 34.632057809601996 1995-07-01 34.457163891543800 1995-08-01 34.669045352675700 1995-09-01 34.686742826109600 1995-10-01 34.853743795408100 1995-11-01 35.128396265253300 1995-12-01 35.264282872425400 1996-01-01 35.031365510558500 1996-02-01 35.317369189343790 1996-03-01 35.447601891686794 1996-04-01 35.441793533594500 1996-05-01 35.564457332471400 1996-06-01 35.982253518450000 1996-07-01 35.564513571276100 1996-08-01 35.770889124077800 1996-09-01 35.899700717500200 1996-10-01 35.288072002341100 1996-11-01 35.558996723807400 1996-12-01 35.656549323228300 1997-01-01 35.726662969591000 1997-02-01 35.937560960060600 1997-03-01 36.159008738204200 1997-04-01 36.217997910981396 1997-05-01 36.551686387704294 1997-06-01 36.355343245342700 1997-07-01 36.439130032471700 1997-08-01 36.269064614554700 1997-09-01 36.404119611858200 1997-10-01 36.504220595665004 1997-11-01 36.481980718636800 1997-12-01 36.545668192031900 1998-01-01 36.933698241133100 1998-02-01 36.973020997785600 1998-03-01 36.882861898261105 1998-04-01 36.993439695318200 1998-05-01 36.964494639373000 1998-06-01 36.948649291612504 1998-07-01 36.863406398290500 1998-08-01 37.065798733000000 1998-09-01 37.103231700405700 1998-10-01 37.301573610075394 1998-11-01 37.485073103740795 1998-12-01 37.547103058674104 1999-01-01 37.537551531566900 1999-02-01 37.318306177858894 1999-03-01 37.323505017106290 1999-04-01 37.389356311653600 1999-05-01 37.373684121346800 1999-06-01 37.363906751645800 1999-07-01 37.685765020143705 1999-08-01 37.340739903558800 1999-09-01 37.180251342959400 1999-10-01 37.094283658816900 1999-11-01 37.191492554172605 1999-12-01 37.263519098387500 2000-01-01 37.152805602604296 2000-02-01 37.061201817420000 2000-03-01 37.053333650728895 2000-04-01 37.105254660874600 2000-05-01 37.098625630786294 2000-06-01 37.078393408440000 2000-07-01 37.292543531643000 2000-08-01 36.900680699227706 2000-09-01 36.944703774851206 2000-10-01 36.884736362340000 2000-11-01 36.800308107751400 2000-12-01 36.781887885805396 2001-01-01 37.995888386969700 2001-02-01 38.205664140798200 2001-03-01 38.266690728429104 2001-04-01 38.417294539642500 2001-05-01 38.413926260373500 2001-06-01 38.693740981811600 2001-07-01 38.935144785936295 2001-08-01 39.083789924798600 2001-09-01 38.789054197816704 2001-10-01 39.251386957181396 2001-11-01 39.300915758550204 2001-12-01 39.299338300192600 2002-01-01 39.349131395444005 2002-02-01 39.436831964551200 2002-03-01 39.571719753883290 2002-04-01 39.412160906131895 2002-05-01 39.726582760293900 2002-06-01 39.506202805806296 2002-07-01 39.877394796268604 2002-08-01 39.970302449706500 2002-09-01 40.346833968573605 2002-10-01 40.022393956621800 2002-11-01 40.227000844154205 2002-12-01 40.347306861596300 2003-01-01 40.477585210018000 2003-02-01 40.650480112141900 2003-03-01 40.763735211851795 2003-04-01 40.800765837936100 2003-05-01 40.931945954917600 2003-06-01 41.009586237123200 2003-07-01 41.047591409771900 2003-08-01 41.262420142147604 2003-09-01 41.516457140500300 2003-10-01 41.508188501086100 2003-11-01 41.559924562296500 2003-12-01 41.792049764183105 2004-01-01 41.686419869982000 2004-02-01 41.649316024884900 2004-03-01 41.551493188516500 2004-04-01 42.080918990359294 2004-05-01 42.037019375655800 2004-06-01 42.110501058972794 2004-07-01 42.328154791191200 2004-08-01 42.349997857316700 2004-09-01 42.496181261857710 2004-10-01 42.815676721035100 2004-11-01 42.809440473525704 2004-12-01 42.837973362858000 2005-01-01 42.872233615167700 2005-02-01 43.037756365325095 2005-03-01 43.028618193211790 2005-04-01 43.457021941232300 2005-05-01 43.541672228618900 2005-06-01 43.614985147476900 2005-07-01 43.715765454095500 2005-08-01 43.739871620455500 2005-09-01 43.783042901260200 2005-10-01 44.132804662624800 2005-11-01 44.262486902124500 2005-12-01 44.283041167992494 2006-01-01 44.661676805782896 2006-02-01 44.805942079346100 2006-03-01 44.997249092865104 2006-04-01 44.829066071128700 2006-05-01 44.949339828391890 2006-06-01 45.227270280841000 2006-07-01 45.104178250741210 2006-08-01 45.343374334851596 2006-09-01 45.586237957661400 2006-10-01 45.454449158222396 2006-11-01 45.694330912764300 2006-12-01 46.023437619288600 2007-01-01 46.028998996839704 2007-02-01 46.172634331846300 2007-03-01 46.349408851609205 2007-04-01 46.509968429405900 2007-05-01 46.757355864099296 2007-06-01 46.947393168555600 2007-07-01 47.427842309918205 2007-08-01 47.572356038318100 2007-09-01 47.683946405888300 2007-10-01 47.084784810556500 2007-11-01 47.292227367675900 2007-12-01 47.319153239752000 2008-01-01 47.596696085272210 2008-02-01 47.752445140011900 2008-03-01 47.702773607484800 2008-04-01 47.877694395377800 2008-05-01 47.960513357016104 2008-06-01 47.994118907116600 2008-07-01 48.182592707531400 2008-08-01 48.427395267579700 2008-09-01 48.404889879681300 2008-10-01 48.584070170626500 2008-11-01 48.549561954372210 2008-12-01 48.688137490346200 2009-01-01 48.841407301334000 2009-02-01 49.134357320379000 2009-03-01 49.271517460057000 2009-04-01 49.143929039761495 2009-05-01 49.149846149346104 2009-06-01 49.273188046440104 2009-07-01 49.392205932024300 2009-08-01 49.104957822639290 2009-09-01 49.131698637505100 2009-10-01 49.151797476026600 2009-11-01 49.463316763690500 2009-12-01 49.921333110941600 2010-01-01 49.590738482566300 2010-02-01 49.410310672134510 2010-03-01 49.579391488298100 2010-04-01 49.702128875123500 2010-05-01 49.832101286737796 2010-06-01 50.376098611988496 2010-07-01 50.335597436986800 2010-08-01 50.288695638409390 2010-09-01 50.472259829357900 2010-10-01 50.192457964319400 2010-11-01 50.235781795720605 2010-12-01 50.243502857276795 2011-01-01 50.039900889738100 2011-02-01 49.782752566381205 2011-03-01 50.102676220285700 2011-04-01 50.288724520250100 2011-05-01 50.209520660239400 2011-06-01 49.768028323274500 2011-07-01 50.189948670031000 2011-08-01 50.343810606848600 2011-09-01 50.493014960118600 2011-10-01 51.027354262407210 2011-11-01 51.014563274279100 2011-12-01 51.139458225776610 2012-01-01 51.516109272931700 2012-02-01 51.663889287636610 2012-03-01 51.652006412649800 2012-04-01 51.472710901740800 2012-05-01 51.786031808964005 2012-06-01 51.076551584052800 2012-07-01 51.231493872252210 2012-08-01 51.867578964697200 2012-09-01 52.113043751925105 2012-10-01 52.645596518790400 2012-11-01 52.410999687224700 2012-12-01 52.450960670335505 2013-01-01 50.997248767731000 2013-02-01 51.142775421325105 2013-03-01 51.022473254713600 2013-04-01 51.394848078886900 2013-05-01 51.265901234559000 2013-06-01 51.351739220250100 2013-07-01 51.315049244382400 2013-08-01 51.543211314024106 2013-09-01 51.415379030301600 2013-10-01 51.295005683982104 2013-11-01 51.479701839856500 2013-12-01 51.300395791298290 2014-01-01 51.101663362094300 2014-02-01 51.131837308813495 2014-03-01 51.305727590238400 2014-04-01 51.113914165442800 2014-05-01 51.559803143882600 2014-06-01 51.076562643060100 2014-07-01 51.038402774671710 2014-08-01 51.093237325119894 2014-09-01 51.316452692105706 2014-10-01 51.549126611039400 2014-11-01 51.567635384085996 2014-12-01 51.763722921940300 2015-01-01 51.809074843441294 2015-02-01 51.847324018363890 2015-03-01 51.865182445835400 2015-04-01 52.047725749619204 2015-05-01 52.160010082509500 2015-06-01 52.167287062431000 2015-07-01 52.463434161673206 2015-08-01 52.573549529174300 2015-09-01 52.385136963522210 2015-10-01 52.512034432917794 2015-11-01 52.686569099110000 2015-12-01 52.836237820003400 2016-01-01 52.906813462450800 2016-02-01 53.076189433118100 2016-03-01 53.111760456064700 2016-04-01 53.266501512257300 2016-05-01 53.369698213737600 2016-06-01 53.547425703754800 2016-07-01 54.887753852718600 2016-08-01 54.952844187055700 2016-09-01 55.254995084716210 2016-10-01 55.272715445234006 2016-11-01 55.313396234250300 2016-12-01 55.425234902788105 2017-01-01 55.583379785747900 2017-02-01 55.885290746563300 2017-03-01 55.925395513001300 2017-04-01 56.287971876859600 2017-05-01 56.475951507399700 2017-06-01 56.649894364185100 2017-07-01 56.716732015960500 2017-08-01 56.525341601692105 2017-09-01 56.821805203157396 2017-10-01 57.166618833493300 2017-11-01 57.553913769873000 2017-12-01 57.342538381931604 2018-01-01 56.425061437690600 2018-02-01 56.880625851195404 2018-03-01 57.123828156659200 2018-04-01 57.094769698433800 2018-05-01 57.298642845008295 2018-06-01 57.435898055549200 2018-07-01 57.345291347286704 2018-08-01 57.356987967657700 2018-09-01 57.616221236308604 2018-10-01 57.607836282237700 2018-11-01 57.701100108916500 2018-12-01 57.986304465403300 2019-01-01 57.757997330298004 2019-02-01 57.866293805354790 2019-03-01 58.000909260536204 2019-04-01 57.998099626982700 2019-05-01 58.012082505646500 2019-06-01 58.137595890898300 2019-07-01 58.403910514926200 2019-08-01 58.273856068862600 2019-09-01 58.509153097611396 2019-10-01 58.055542276644600 2019-11-01 58.429370042626600 2019-12-01 58.634485396629100 2020-01-01 58.901835863800294 2020-02-01 59.255428829522600 2020-03-01 59.179651877801600 2020-04-01 53.110700957230705 2020-05-01 54.826680034898500 2020-06-01 56.325862655890290 2020-07-01 56.698954871891296 2020-08-01 57.769905028541500 2020-09-01 57.522400733952395 2020-10-01 58.112760435087200 2020-11-01 58.548063155809600 2020-12-01 58.188059408236796 2021-01-01 59.363388591742900 2021-02-01 59.336438929346706 2021-03-01 60.080895189516600 2021-04-01 59.779203162369700 2021-05-01 59.817069515839500 2021-06-01 60.077035643898000 2021-07-01 59.778897192042400 2021-08-01 59.885467362437890 2021-09-01 58.918385866954500 2021-10-01 59.439957081161600 2021-11-01 59.541752471317200 2021-12-01 58.921786571516100 2022-01-01 59.855609695783210 2022-02-01 60.135849969260995 2022-03-01 60.193704629678200 2022-04-01 60.568776477481300 2022-05-01 60.909168698599100 2022-06-01 60.577455806020005 2022-07-01 61.519908997730290 2022-08-01 61.918753523400795 2022-09-01 62.209543315437095 2022-10-01 62.340813222423600 2022-11-01 62.415318023560296 2022-12-01 62.426325339207900 2023-01-01 62.564812333944900 2023-02-01 62.835302685526510 2023-03-01 63.325818602355100 2023-04-01 63.456109186033295 2023-05-01 63.689546515852390 2023-06-01 63.906702117830804 2023-07-01 64.067812243850500 2023-08-01 64.283656747060390 2023-09-01 64.493729928868400 2023-10-01 64.729311253490110 2023-11-01 65.085462534335500 2023-12-01 65.812061599664790 2024-01-01 65.593027203070600 2024-02-01 65.646187069057500 2024-03-01 65.541361365302300 2024-04-01 65.749287526859400