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 2024-11-01
Last Updated 2024-12-21 7:08 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 28.094313006458300
1990-02-01 28.487193475398000
1990-03-01 28.528294156935300
1990-04-01 28.560594108827300
1990-05-01 28.850971597248100
1990-06-01 29.043352876272900
1990-07-01 29.024503670024600
1990-08-01 29.254355530631800
1990-09-01 29.153372505922700
1990-10-01 29.291296499185000
1990-11-01 29.472791852153602
1990-12-01 29.622574663139602
1991-01-01 29.899094702551200
1991-02-01 30.193911237524098
1991-03-01 30.429815829421603
1991-04-01 30.655061603343700
1991-05-01 30.743500357740000
1991-06-01 31.061071790001996
1991-07-01 30.962603150442800
1991-08-01 31.070055999189500
1991-09-01 31.237148660355700
1991-10-01 31.167926611239800
1991-11-01 31.340022791307300
1991-12-01 31.499417722258702
1992-01-01 31.899597752629500
1992-02-01 32.017921665899400
1992-03-01 32.139937828997695
1992-04-01 32.252498757541200
1992-05-01 32.454170198616296
1992-06-01 32.376846294176396
1992-07-01 32.700232369534504
1992-08-01 32.582410552616200
1992-09-01 32.814353227624300
1992-10-01 33.041636562491400
1992-11-01 33.003181355604400
1992-12-01 33.057856594000700
1993-01-01 32.895747648119500
1993-02-01 32.855113514549700
1993-03-01 32.955825685849000
1993-04-01 33.162247839071604
1993-05-01 33.061559529048800
1993-06-01 33.284654510145700
1993-07-01 33.627973547274800
1993-08-01 33.784579912244800
1993-09-01 33.492817721501495
1993-10-01 34.028186189287100
1993-11-01 34.089784563449000
1993-12-01 33.910487359483600
1994-01-01 34.013196570258900
1994-02-01 33.589310331110894
1994-03-01 33.457089280608300
1994-04-01 33.563609821788200
1994-05-01 33.678152548570500
1994-06-01 33.364598717966400
1994-07-01 33.430627605189700
1994-08-01 33.469473647333500
1994-09-01 33.585818818135200
1994-10-01 33.538885204444800
1994-11-01 33.609363964784500
1994-12-01 33.786194980682600
1995-01-01 33.917889577563900
1995-02-01 34.307269201340300
1995-03-01 34.256211704205000
1995-04-01 34.161334600756100
1995-05-01 34.168687204566700
1995-06-01 34.632062175110400
1995-07-01 34.457158844723500
1995-08-01 34.669044007250600
1995-09-01 34.686797381683604
1995-10-01 34.853770961316500
1995-11-01 35.128408454302500
1995-12-01 35.264291559216396
1996-01-01 35.031302542431895
1996-02-01 35.317373884687900
1996-03-01 35.447591021721900
1996-04-01 35.441779421849300
1996-05-01 35.564409826207200
1996-06-01 35.982247900666600
1996-07-01 35.564505043532000
1996-08-01 35.770893345681706
1996-09-01 35.899779921027800
1996-10-01 35.288137193610794
1996-11-01 35.559046709473000
1996-12-01 35.656577588482200
1997-01-01 35.726571695750400
1997-02-01 35.937535379573900
1997-03-01 36.158964712024400
1997-04-01 36.217957327883504
1997-05-01 36.551622692234300
1997-06-01 36.355311747255100
1997-07-01 36.439111408957200
1997-08-01 36.269076462446000
1997-09-01 36.404228272556296
1997-10-01 36.504342037486700
1997-11-01 36.482124060481894
1997-12-01 36.545839318096000
1998-01-01 36.933470190731000
1998-02-01 36.972902333157400
1998-03-01 36.882766386350500
1998-04-01 36.993367613713800
1998-05-01 36.964405084983100
1998-06-01 36.948614576229000
1998-07-01 36.863394690120295
1998-08-01 37.065793745188800
1998-09-01 37.103366422721400
1998-10-01 37.301775123902700
1998-11-01 37.485332538486100
1998-12-01 37.547433923473704
1999-01-01 37.537182164701290
1999-02-01 37.318081481629800
1999-03-01 37.323337517537900
1999-04-01 37.389267648841600
1999-05-01 37.373564632032110
1999-06-01 37.363879962024896
1999-07-01 37.685759604060700
1999-08-01 37.340714829651105
1999-09-01 37.180397368750300
1999-10-01 37.094548826621900
1999-11-01 37.191850006624800
1999-12-01 37.263994501512705
2000-01-01 37.152325847289900
2000-02-01 37.060882555528500
2000-03-01 37.053104491538704
2000-04-01 37.105160972438604
2000-05-01 37.098488060736200
2000-06-01 37.078396177174895
2000-07-01 37.292553203789204
2000-08-01 36.900632169691600
2000-09-01 36.944844422350000
2000-10-01 36.885030276217400
2000-11-01 36.800683888732500
2000-12-01 36.782406648041200
2001-01-01 37.995403695216204
2001-02-01 38.205303139806105
2001-03-01 38.266410447252206
2001-04-01 38.417200357322400
2001-05-01 38.413788255568100
2001-06-01 38.693763090323900
2001-07-01 38.935159017934204
2001-08-01 39.083733222049300
2001-09-01 38.789175048836796
2001-10-01 39.251678619727290
2001-11-01 39.301280990973700
2001-12-01 39.299920053195000
2002-01-01 39.348651697220895
2002-02-01 39.436477188792790
2002-03-01 39.571431083561290
2002-04-01 39.412084045932900
2002-05-01 39.726473056157296
2002-06-01 39.506259934372700
2002-07-01 39.877421728367295
2002-08-01 39.970227503792294
2002-09-01 40.346912306656996
2002-10-01 40.022630838761000
2002-11-01 40.227261256847600
2002-12-01 40.347780070065600
2003-01-01 40.477243832761600
2003-02-01 40.650216485660200
2003-03-01 40.763477528469200
2003-04-01 40.800728031526496
2003-05-01 40.931886357433704
2003-06-01 41.009672684194000
2003-07-01 41.047605561698400
2003-08-01 41.262341819738600
2003-09-01 41.516469066520800
2003-10-01 41.508318168816500
2003-11-01 41.560071354876900
2003-12-01 41.792366893083100
2004-01-01 41.686241407478796
2004-02-01 41.649173599347000
2004-03-01 41.551312579148394
2004-04-01 42.080925358494504
2004-05-01 42.037034315992100
2004-06-01 42.110639948630800
2004-07-01 42.328164475993700
2004-08-01 42.349882901323300
2004-09-01 42.496039494158296
2004-10-01 42.815700778254794
2004-11-01 42.809522293750504
2004-12-01 42.838101095136100
2005-01-01 42.872237240639700
2005-02-01 43.037743167597600
2005-03-01 43.028527962496604
2005-04-01 43.457064051625004
2005-05-01 43.541756275465900
2005-06-01 43.615164390837000
2005-07-01 43.715759833203705
2005-08-01 43.739715427386800
2005-09-01 43.782740393086500
2005-10-01 44.132733893218700
2005-11-01 44.262571842549896
2005-12-01 44.283091639176206
2006-01-01 44.661732731149705
2006-02-01 44.806006427625796
2006-03-01 44.997252371905795
2006-04-01 44.829145210581890
2006-05-01 44.949461048791704
2006-06-01 45.227475844457700
2006-07-01 45.104243961799796
2006-08-01 45.343128452950495
2006-09-01 45.585774386820496
2006-10-01 45.454339141951400
2006-11-01 45.694463503938710
2006-12-01 46.023350907670896
2007-01-01 46.029122824206000
2007-02-01 46.172762297154705
2007-03-01 46.349486728557000
2007-04-01 46.510084664676704
2007-05-01 46.757487908452400
2007-06-01 46.947560787401100
2007-07-01 47.427988827240500
2007-08-01 47.572063833839800
2007-09-01 47.683421686709790
2007-10-01 47.084631223328510
2007-11-01 47.292368693734396
2007-12-01 47.318957006022200
2008-01-01 47.596857449714406
2008-02-01 47.752647696223100
2008-03-01 47.702884070621610
2008-04-01 47.877835537931900
2008-05-01 47.960665584822700
2008-06-01 47.994155406226994
2008-07-01 48.182864214802706
2008-08-01 48.427132762025200
2008-09-01 48.404404832803294
2008-10-01 48.583726414732800
2008-11-01 48.549763358874394
2008-12-01 48.687890122831500
2009-01-01 48.841580885960000
2009-02-01 49.134610731401000
2009-03-01 49.271615695810496
2009-04-01 49.144078230720794
2009-05-01 49.150060358847796
2009-06-01 49.273113362815800
2009-07-01 49.392388221701710
2009-08-01 49.104911335653604
2009-09-01 49.131540462605900
2009-10-01 49.150824500362000
2009-11-01 49.463693497937406
2009-12-01 49.921347514159200
2010-01-01 49.590722411391795
2010-02-01 49.410507245834700
2010-03-01 49.579480813272500
2010-04-01 49.702368450115300
2010-05-01 49.832482632943000
2010-06-01 50.376100955016000
2010-07-01 50.335804033947106
2010-08-01 50.288859508733395
2010-09-01 50.472209504205800
2010-10-01 50.190322255547510
2010-11-01 50.235564937530405
2010-12-01 50.242961822521900
2011-01-01 50.039318826298896
2011-02-01 49.783258830373790
2011-03-01 50.104044462741800
2011-04-01 50.290932911577800
2011-05-01 50.212559707865710
2011-06-01 49.768994370322800
2011-07-01 50.189463753360606
2011-08-01 50.342337655554890
2011-09-01 50.490573479533610
2011-10-01 51.021721473931706
2011-11-01 51.011750935417990
2011-12-01 51.137290942241790
2012-01-01 51.514943917603595
2012-02-01 51.666391029621494
2012-03-01 51.658027987166900
2012-04-01 51.481313610626200
2012-05-01 51.795783483401900
2012-06-01 51.080292131519390
2012-07-01 51.229231297622000
2012-08-01 51.860618519626600
2012-09-01 52.103220147716996
2012-10-01 52.632303838276100
2012-11-01 52.401927037581900
2012-12-01 52.444858357895896
2013-01-01 50.995064437127600
2013-02-01 51.148655166313200
2013-03-01 51.037628763432600
2013-04-01 51.419185051014200
2013-05-01 51.288987306781394
2013-06-01 51.362392168776000
2013-07-01 51.312470192960900
2013-08-01 51.515248207436400
2013-09-01 51.391598166616106
2013-10-01 51.272344767755700
2013-11-01 51.463636313133605
2013-12-01 51.290778964889796
2014-01-01 51.100349852699200
2014-02-01 51.144036839065900
2014-03-01 51.333360528144400
2014-04-01 51.156581151822500
2014-05-01 51.597556257540596
2014-06-01 51.094934951672000
2014-07-01 51.035899171889500
2014-08-01 51.040729266547600
2014-09-01 51.277762887540600
2014-10-01 51.517354147317896
2014-11-01 51.547348824996206
2014-12-01 51.741947206470300
2015-01-01 51.811449657306100
2015-02-01 51.868301718662200
2015-03-01 51.905396895755300
2015-04-01 52.108428248315500
2015-05-01 52.211382773431900
2015-06-01 52.192945979671094
2015-07-01 52.461075557260900
2015-08-01 52.495663917087000
2015-09-01 52.333279859580600
2015-10-01 52.474527695622605
2015-11-01 52.666157910692206
2015-12-01 52.799317770437405
2016-01-01 52.915615004982904
2016-02-01 53.106188731254400
2016-03-01 53.160724994254295
2016-04-01 53.335668914432794
2016-05-01 53.426705649447800
2016-06-01 53.575700073504600
2016-07-01 54.884009651152710
2016-08-01 54.864996360626300
2016-09-01 55.197596360259600
2016-10-01 55.233733584985295
2016-11-01 55.295177959661000
2016-12-01 55.372191918174100
2017-01-01 55.597925121833600
2017-02-01 55.916942857728610
2017-03-01 55.978436859124500
2017-04-01 56.362030785936206
2017-05-01 56.535000728230200
2017-06-01 56.675899610431394
2017-07-01 56.712938656315295
2017-08-01 56.437666536902704
2017-09-01 56.769017858980600
2017-10-01 57.133960102119396
2017-11-01 57.541746735024400
2017-12-01 57.281411892541600
2018-01-01 56.443036331978290
2018-02-01 56.906954184011500
2018-03-01 57.174107657002400
2018-04-01 57.156999674660504
2018-05-01 57.347018740015900
2018-06-01 57.452948707147900
2018-07-01 57.340484083584606
2018-08-01 57.289094057983000
2018-09-01 57.581166078945600
2018-10-01 57.585538076148794
2018-11-01 57.695906790553100
2018-12-01 57.918505170703000
2019-01-01 57.777109468808300
2019-02-01 57.884098245849710
2019-03-01 58.045418149522400
2019-04-01 58.045820702372600
2019-05-01 58.048044597060900
2019-06-01 58.142393816605300
2019-07-01 58.397492880024500
2019-08-01 58.230700989679100
2019-09-01 58.492988560857110
2019-10-01 58.041928508411000
2019-11-01 58.426036932189504
2019-12-01 58.567076146561300
2020-01-01 58.918271659082606
2020-02-01 59.268929488837394
2020-03-01 59.222174649750500
2020-04-01 53.142183530168600
2020-05-01 54.848014535297600
2020-06-01 56.319747212515400
2020-07-01 56.689660521084900
2020-08-01 57.750871980126600
2020-09-01 57.522439611493596
2020-10-01 58.104006655530796
2020-11-01 58.541768271410290
2020-12-01 58.108747979576500
2021-01-01 59.377618115280800
2021-02-01 59.350876742837400
2021-03-01 60.131238506253100
2021-04-01 59.826623845422404
2021-05-01 59.839173757253100
2021-06-01 60.050840406817890
2021-07-01 59.758565224097396
2021-08-01 59.871990237195700
2021-09-01 58.939854814352294
2021-10-01 59.428595420510400
2021-11-01 59.517194645783796
2021-12-01 58.824769049548210
2022-01-01 59.866043613245495
2022-02-01 60.159887000563400
2022-03-01 60.259930004030600
2022-04-01 60.649407272026100
2022-05-01 60.944813329179000
2022-06-01 60.526314083551100
2022-07-01 61.462788935380004
2022-08-01 61.923830578010800
2022-09-01 62.261226434476995
2022-10-01 62.312946720330200
2022-11-01 62.359483698626605
2022-12-01 62.293626380314100
2023-01-01 62.576398448820804
2023-02-01 62.875799464632905
2023-03-01 63.415084425550600
2023-04-01 63.587055875641100
2023-05-01 63.747733905633400
2023-06-01 63.824759956531900
2023-07-01 63.960263869214790
2023-08-01 64.313157201160600
2023-09-01 64.578257875913000
2023-10-01 64.677991348687800
2023-11-01 64.987709348463600
2023-12-01 65.653970227716500
2024-01-01 65.603984769220290
2024-02-01 65.702440349145090
2024-03-01 65.650091597188500
2024-04-01 65.826911568271400
2024-05-01 66.460348995195100
2024-06-01 67.727352160734000
2024-07-01 67.970366385181000
2024-08-01 66.936439022694900
2024-09-01 67.182177153869700
2024-10-01 67.934787001798400
2024-11-01 68.322484751802110

Subscribe to the FRED newsletter


Follow us

Back to Top