Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Social Assistance in Kentucky
Series ID SMU21000006562400001SA
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 2001-01-01 to 2024-11-01
Last Updated 2024-12-21 5:42 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
2001-01-01 23.065416250150900
2001-02-01 23.279432070169700
2001-03-01 23.369323814321604
2001-04-01 23.480545207781600
2001-05-01 23.612800319285196
2001-06-01 23.782284477139395
2001-07-01 23.733028145450500
2001-08-01 23.843566868072100
2001-09-01 23.831001144495602
2001-10-01 24.101209846332500
2001-11-01 24.110879318781300
2001-12-01 24.169889188860196
2002-01-01 24.589779794067700
2002-02-01 24.498935630498800
2002-03-01 24.466613646145000
2002-04-01 24.772132327173500
2002-05-01 24.796431274416800
2002-06-01 24.888974027699900
2002-07-01 25.040976737142900
2002-08-01 25.124925262925200
2002-09-01 25.029124944784797
2002-10-01 25.701800329048500
2002-11-01 25.815326909874300
2002-12-01 25.863503047682800
2003-01-01 25.810397600529900
2003-02-01 25.818252911723498
2003-03-01 25.845616372246898
2003-04-01 25.767677832251000
2003-05-01 25.878576235544700
2003-06-01 25.905832794187898
2003-07-01 25.839039379068900
2003-08-01 25.797606824428602
2003-09-01 25.830427339817100
2003-10-01 25.629533096574303
2003-11-01 25.639711268291800
2003-12-01 25.667216984973700
2004-01-01 25.909900972635000
2004-02-01 25.823954412863802
2004-03-01 25.995080091733104
2004-04-01 26.177243037274604
2004-05-01 26.161919773676300
2004-06-01 26.324270046604500
2004-07-01 26.543949331142503
2004-08-01 26.558269179266000
2004-09-01 26.733488437415104
2004-10-01 26.755314049878603
2004-11-01 26.868486473581100
2004-12-01 26.880252633383400
2005-01-01 26.710179651257402
2005-02-01 26.833765220299500
2005-03-01 26.943073762185303
2005-04-01 27.074490717781000
2005-05-01 27.237182225862200
2005-06-01 27.147002286256400
2005-07-01 27.042074698667900
2005-08-01 27.420659381143700
2005-09-01 27.746986430486000
2005-10-01 27.085310475905800
2005-11-01 27.295005560108000
2005-12-01 27.595427295425700
2006-01-01 27.515944303354804
2006-02-01 27.737261001522200
2006-03-01 27.700079141376300
2006-04-01 27.477437591232100
2006-05-01 27.411455377098900
2006-06-01 27.857483333351002
2006-07-01 27.337673259920003
2006-08-01 26.995191040269297
2006-09-01 27.265705890595400
2006-10-01 27.412944869011300
2006-11-01 27.535014221776198
2006-12-01 27.413777340044604
2007-01-01 27.709484116927300
2007-02-01 27.520565665209602
2007-03-01 27.572885886005600
2007-04-01 27.172981688945303
2007-05-01 27.390570579654900
2007-06-01 27.461600969253503
2007-07-01 27.416123652489000
2007-08-01 27.587566275957100
2007-09-01 27.685060346212396
2007-10-01 27.743095450746697
2007-11-01 27.759228578452102
2007-12-01 27.738415971731000
2008-01-01 27.790213107196603
2008-02-01 27.910068883488897
2008-03-01 27.762266360916800
2008-04-01 28.263641560014800
2008-05-01 28.361880596389700
2008-06-01 28.253157120591300
2008-07-01 28.392270972994800
2008-08-01 28.488688957831503
2008-09-01 28.488853375460100
2008-10-01 28.580600853704400
2008-11-01 28.590128526983500
2008-12-01 28.671022580875600
2009-01-01 28.471780973507600
2009-02-01 28.191165858525500
2009-03-01 28.158390570560900
2009-04-01 28.448476300352002
2009-05-01 28.551909641169100
2009-06-01 28.649739632120800
2009-07-01 28.656630763175897
2009-08-01 28.607571891595900
2009-09-01 28.597536477020697
2009-10-01 28.512100427646104
2009-11-01 28.506525023586400
2009-12-01 28.694225280367700
2010-01-01 28.855203842767500
2010-02-01 28.965878512082500
2010-03-01 29.164531086285898
2010-04-01 29.232132753412900
2010-05-01 29.351186740349302
2010-06-01 29.745169590037900
2010-07-01 29.529399069588800
2010-08-01 29.512830820273900
2010-09-01 29.705118649984400
2010-10-01 29.730286272091200
2010-11-01 29.921579356911998
2010-12-01 29.908988573317200
2011-01-01 30.065995820519200
2011-02-01 30.032055937457000
2011-03-01 30.074372206006103
2011-04-01 30.414973833240700
2011-05-01 30.265272504680000
2011-06-01 30.348175667259300
2011-07-01 30.503411626225400
2011-08-01 30.610106679628895
2011-09-01 30.728033000967002
2011-10-01 30.727393366784803
2011-11-01 30.802820490901700
2011-12-01 30.931190514543200
2012-01-01 31.174067195957200
2012-02-01 31.314768111560102
2012-03-01 31.394843158394900
2012-04-01 31.303158612152500
2012-05-01 31.390220378418697
2012-06-01 31.644695495319800
2012-07-01 31.277174122816700
2012-08-01 31.494758312155103
2012-09-01 31.449785712545300
2012-10-01 31.914234209057700
2012-11-01 32.072491951908304
2012-12-01 32.351578801394400
2013-01-01 32.597884622527900
2013-02-01 32.921653931114000
2013-03-01 33.023186720386400
2013-04-01 33.187405862744306
2013-05-01 33.198768242598500
2013-06-01 32.934970646332700
2013-07-01 33.448883756798500
2013-08-01 33.953133502907200
2013-09-01 33.689596665489304
2013-10-01 33.699139640541894
2013-11-01 33.641277100590200
2013-12-01 33.659811771151396
2014-01-01 33.320837751474200
2014-02-01 33.446623500851395
2014-03-01 33.248369070467400
2014-04-01 33.587021175778900
2014-05-01 33.722001147638100
2014-06-01 33.798123675534704
2014-07-01 34.207373405298000
2014-08-01 34.433930964874804
2014-09-01 34.528167582004800
2014-10-01 34.781001087356200
2014-11-01 35.031653479996900
2014-12-01 34.845736781466300
2015-01-01 35.367647430858300
2015-02-01 35.290062219247396
2015-03-01 35.773566665214204
2015-04-01 35.972333335942600
2015-05-01 36.520519259347400
2015-06-01 36.342822303163096
2015-07-01 36.479685414357400
2015-08-01 36.511435860625700
2015-09-01 36.664637083837110
2015-10-01 36.662407920841300
2015-11-01 37.134622612566300
2015-12-01 36.635868167910400
2016-01-01 37.090736858218900
2016-02-01 37.025650451936706
2016-03-01 37.084543795312904
2016-04-01 37.074788238326300
2016-05-01 37.133532591790290
2016-06-01 37.099026858860704
2016-07-01 37.079405148941300
2016-08-01 37.130758184319000
2016-09-01 36.870180581037500
2016-10-01 36.837856711132396
2016-11-01 36.941179169050706
2016-12-01 37.202037822653900
2017-01-01 37.285381841914390
2017-02-01 37.433695526273105
2017-03-01 37.596255673458400
2017-04-01 37.575448276499400
2017-05-01 37.658006711111300
2017-06-01 38.091095002691600
2017-07-01 38.109781886335895
2017-08-01 37.946318483940395
2017-09-01 38.062496054432600
2017-10-01 38.506258035940400
2017-11-01 38.428395951605900
2017-12-01 38.654671398459900
2018-01-01 38.599758926498396
2018-02-01 38.728757426679600
2018-03-01 38.510062002104796
2018-04-01 39.378493103180900
2018-05-01 39.585284259894400
2018-06-01 40.004143022087604
2018-07-01 39.921694904483200
2018-08-01 40.479734598171504
2018-09-01 40.847939827557300
2018-10-01 40.867180980679200
2018-11-01 40.987519854564700
2018-12-01 41.398260102603200
2019-01-01 42.046313391266900
2019-02-01 42.542518029045100
2019-03-01 42.956522690463800
2019-04-01 43.265839791472104
2019-05-01 44.005310773246700
2019-06-01 44.230293498603100
2019-07-01 44.498220134321700
2019-08-01 44.987920174604300
2019-09-01 45.525655250231296
2019-10-01 45.944021868545290
2019-11-01 46.342484841587900
2019-12-01 46.489904712827204
2020-01-01 46.579962742813300
2020-02-01 46.760203162510390
2020-03-01 46.678667648955100
2020-04-01 34.239879903752495
2020-05-01 33.764422608557400
2020-06-01 36.689489578027796
2020-07-01 39.037086294564500
2020-08-01 39.840917291415700
2020-09-01 40.084998354942000
2020-10-01 40.874440666525800
2020-11-01 40.867366736053290
2020-12-01 40.831772661025000
2021-01-01 40.459089347776500
2021-02-01 40.316602619407400
2021-03-01 40.753696694138400
2021-04-01 40.921185671592795
2021-05-01 41.143193000404600
2021-06-01 41.696458931521704
2021-07-01 41.358822005115400
2021-08-01 41.022313038228795
2021-09-01 40.763559297337900
2021-10-01 41.323792067205204
2021-11-01 41.720312466051700
2021-12-01 41.901018155754200
2022-01-01 40.318251321007900
2022-02-01 40.503762595515500
2022-03-01 40.924880509143800
2022-04-01 41.423689606090800
2022-05-01 42.028326716169000
2022-06-01 42.585808084346700
2022-07-01 43.177807393381390
2022-08-01 43.297988824621300
2022-09-01 43.662051305671300
2022-10-01 43.969629730070000
2022-11-01 44.306643691049600
2022-12-01 44.689497151733704
2023-01-01 45.425945310585796
2023-02-01 45.613314924218800
2023-03-01 46.010745580453204
2023-04-01 45.788532113726795
2023-05-01 45.895082081812200
2023-06-01 45.952778985342400
2023-07-01 46.121393605864604
2023-08-01 46.447465827156500
2023-09-01 46.650125474974200
2023-10-01 47.123976762608606
2023-11-01 47.014198559550510
2023-12-01 47.379397248215200
2024-01-01 48.010531420228205
2024-02-01 48.406401576139004
2024-03-01 48.577042697089794
2024-04-01 49.655071856953000
2024-05-01 49.251898109409600
2024-06-01 49.023672929045300
2024-07-01 49.797460495127794
2024-08-01 50.196611781261204
2024-09-01 50.646923056346900
2024-10-01 50.251948771551200
2024-11-01 50.606369802051105

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