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 2024-10-01
Last Updated 2024-11-20 5:29 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 23.065416250151802
2001-02-01 23.279432070170497
2001-03-01 23.369323814322400
2001-04-01 23.480545207781800
2001-05-01 23.612800319285196
2001-06-01 23.782284477139000
2001-07-01 23.733028145449400
2001-08-01 23.843566868070504
2001-09-01 23.831001144493605
2001-10-01 24.101209846330600
2001-11-01 24.110879318781500
2001-12-01 24.169889188862100
2002-01-01 24.589779794072300
2002-02-01 24.498935630500004
2002-03-01 24.466613646145802
2002-04-01 24.772132327173400
2002-05-01 24.796431274416300
2002-06-01 24.888974027698804
2002-07-01 25.040976737140497
2002-08-01 25.124925262922200
2002-09-01 25.029124944781000
2002-10-01 25.701800329045500
2002-11-01 25.815326909877200
2002-12-01 25.863503047687697
2003-01-01 25.810397600541002
2003-02-01 25.818252911726000
2003-03-01 25.845616372246000
2003-04-01 25.767677832247400
2003-05-01 25.878576235540500
2003-06-01 25.905832794182500
2003-07-01 25.839039379063500
2003-08-01 25.797606824422804
2003-09-01 25.830427339814600
2003-10-01 25.629533096576400
2003-11-01 25.639711268303000
2003-12-01 25.667216984980000
2004-01-01 25.909900972678800
2004-02-01 25.823954412851000
2004-03-01 25.995080091715700
2004-04-01 26.177243037247300
2004-05-01 26.161919773668200
2004-06-01 26.324270046597100
2004-07-01 26.543949331137900
2004-08-01 26.558269179262098
2004-09-01 26.733488437423397
2004-10-01 26.755314049899898
2004-11-01 26.868486473615604
2004-12-01 26.880252633400000
2005-01-01 26.710179651331200
2005-02-01 26.833765220258100
2005-03-01 26.943073762082300
2005-04-01 27.074490717724398
2005-05-01 27.237182225861000
2005-06-01 27.147002286270900
2005-07-01 27.042074698691500
2005-08-01 27.420659381165000
2005-09-01 27.746986430525100
2005-10-01 27.085310475947600
2005-11-01 27.295005560137700
2005-12-01 27.595427295415100
2006-01-01 27.515944303465600
2006-02-01 27.737261001420500
2006-03-01 27.700079141032000
2006-04-01 27.477437591311500
2006-05-01 27.411455377230800
2006-06-01 27.857483333444600
2006-07-01 27.337673259957104
2006-08-01 26.995191040230900
2006-09-01 27.265705890481200
2006-10-01 27.412944868837900
2006-11-01 27.535014221672697
2006-12-01 27.413777340095603
2007-01-01 27.709484117392698
2007-02-01 27.520565665703300
2007-03-01 27.572885886112400
2007-04-01 27.172981689365898
2007-05-01 27.390570579244500
2007-06-01 27.461600968492900
2007-07-01 27.416123651542698
2007-08-01 27.587566275499600
2007-09-01 27.685060346088800
2007-10-01 27.743095450388900
2007-11-01 27.759228577882800
2007-12-01 27.738415971708500
2008-01-01 27.790213108484600
2008-02-01 27.910068886150498
2008-03-01 27.762266363336895
2008-04-01 28.263641564707500
2008-05-01 28.361880595519800
2008-06-01 28.253157118979200
2008-07-01 28.392270971331300
2008-08-01 28.488688956313702
2008-09-01 28.488853371740998
2008-10-01 28.580600845612400
2008-11-01 28.590128511423803
2008-12-01 28.671022569498700
2009-01-01 28.471780979167300
2009-02-01 28.191165882587600
2009-03-01 28.158390598829197
2009-04-01 28.448476325528800
2009-05-01 28.551909643693598
2009-06-01 28.649739604228500
2009-07-01 28.656630738405400
2009-08-01 28.607571893643698
2009-09-01 28.597536498125500
2009-10-01 28.512100417728600
2009-11-01 28.506524978142200
2009-12-01 28.694225224215003
2010-01-01 28.855203815520300
2010-02-01 28.965878545467500
2010-03-01 29.164531171843900
2010-04-01 29.232132856194500
2010-05-01 29.351186798203397
2010-06-01 29.745169494963797
2010-07-01 29.529399027151698
2010-08-01 29.512830785389102
2010-09-01 29.705118718369103
2010-10-01 29.730286286773100
2010-11-01 29.921579323849300
2010-12-01 29.908988439516698
2011-01-01 30.065995580523897
2011-02-01 30.032055694465200
2011-03-01 30.074372959458200
2011-04-01 30.414973867927998
2011-05-01 30.265272603464798
2011-06-01 30.348175534026800
2011-07-01 30.503411516728000
2011-08-01 30.610106496705900
2011-09-01 30.728033067434502
2011-10-01 30.727393397401000
2011-11-01 30.802820533649000
2011-12-01 30.931190416069303
2012-01-01 31.174067228886400
2012-02-01 31.314766830228300
2012-03-01 31.394845068381000
2012-04-01 31.303158508836198
2012-05-01 31.390221077358900
2012-06-01 31.644694655702500
2012-07-01 31.277173628505400
2012-08-01 31.494757934443500
2012-09-01 31.449785756116000
2012-10-01 31.914234069501600
2012-11-01 32.072492779438400
2012-12-01 32.351577851337105
2013-01-01 32.597884183987006
2013-02-01 32.921651473911500
2013-03-01 33.023190651654700
2013-04-01 33.187406900058605
2013-05-01 33.198771961450400
2013-06-01 32.934971060819600
2013-07-01 33.448882619889600
2013-08-01 33.953130296398000
2013-09-01 33.689592922688604
2013-10-01 33.699136207576000
2013-11-01 33.641277383353300
2013-12-01 33.659810794297700
2014-01-01 33.320838631907600
2014-02-01 33.446620959070394
2014-03-01 33.248376213137500
2014-04-01 33.587028274731600
2014-05-01 33.722017050973000
2014-06-01 33.798117314118000
2014-07-01 34.207375555997500
2014-08-01 34.433920818731800
2014-09-01 34.528150267802000
2014-10-01 34.780985216242400
2014-11-01 35.031650959160500
2014-12-01 34.845740281846500
2015-01-01 35.367655814028700
2015-02-01 35.290065429772895
2015-03-01 35.773590016282704
2015-04-01 35.972356138250206
2015-05-01 36.520541369877500
2015-06-01 36.342795834516700
2015-07-01 36.479713958807700
2015-08-01 36.511439301112205
2015-09-01 36.664476758777700
2015-10-01 36.662416634459600
2015-11-01 37.134639615048705
2015-12-01 36.635887042179000
2016-01-01 37.090764710562894
2016-02-01 37.025681647860500
2016-03-01 37.084600849439100
2016-04-01 37.074831435379900
2016-05-01 37.133553152855605
2016-06-01 37.098960393045500
2016-07-01 37.079432995579790
2016-08-01 37.130750854993200
2016-09-01 36.869864355895000
2016-10-01 36.837893189984300
2016-11-01 36.941226853147200
2016-12-01 37.202089393018500
2017-01-01 37.285454932917000
2017-02-01 37.433782842524400
2017-03-01 37.596367892668500
2017-04-01 37.575519639187604
2017-05-01 37.658064706133000
2017-06-01 38.090934872296100
2017-07-01 38.109644552967890
2017-08-01 37.946343875305000
2017-09-01 38.061996340594400
2017-10-01 38.506346419555100
2017-11-01 38.428559916446600
2017-12-01 38.654738659778400
2018-01-01 38.599861430854900
2018-02-01 38.728991476282600
2018-03-01 38.510212482570790
2018-04-01 39.378598668943500
2018-05-01 39.585395045069205
2018-06-01 40.003778412029796
2018-07-01 39.921381072640100
2018-08-01 40.479850487856800
2018-09-01 40.847032432496600
2018-10-01 40.867400219948000
2018-11-01 40.987874393976604
2018-12-01 41.398384363109200
2019-01-01 42.046507973165900
2019-02-01 42.543013831864600
2019-03-01 42.956808852358996
2019-04-01 43.266029361221705
2019-05-01 44.005439090396900
2019-06-01 44.229524005953600
2019-07-01 44.497417527570110
2019-08-01 44.987909605120900
2019-09-01 45.524139091818505
2019-10-01 45.944513031540700
2019-11-01 46.343337741342204
2019-12-01 46.490387039631800
2020-01-01 46.580509182894495
2020-02-01 46.761186470284100
2020-03-01 46.679224597169600
2020-04-01 34.240125493803895
2020-05-01 33.764383722460900
2020-06-01 36.688275089767710
2020-07-01 39.035611610243500
2020-08-01 39.840230031147996
2020-09-01 40.083125178068500
2020-10-01 40.875094517952000
2020-11-01 40.869254419819704
2020-12-01 40.832870520856900
2021-01-01 40.460123412276500
2021-02-01 40.317946932836100
2021-03-01 40.754577241627100
2021-04-01 40.921842974830500
2021-05-01 41.142780410062300
2021-06-01 41.694674628405600
2021-07-01 41.355474646904995
2021-08-01 41.019002182530900
2021-09-01 40.761138170252400
2021-10-01 41.325162644452500
2021-11-01 41.724719450030000
2021-12-01 41.903402368227600
2022-01-01 40.319918320120600
2022-02-01 40.505387661690900
2022-03-01 40.926003154214400
2022-04-01 41.424972098755795
2022-05-01 42.028197627847796
2022-06-01 42.584473599043704
2022-07-01 43.173964352851900
2022-08-01 43.292627730197800
2022-09-01 43.657702656761600
2022-10-01 43.968809512828800
2022-11-01 44.308520905337296
2022-12-01 44.694506697524500
2023-01-01 45.429570782599400
2023-02-01 45.616373623442790
2023-03-01 46.013293943087300
2023-04-01 45.791512025034400
2023-05-01 45.895997830900400
2023-06-01 45.952943334250000
2023-07-01 46.117782166789596
2023-08-01 46.440158754591100
2023-09-01 46.644062682797300
2023-10-01 47.120431617133995
2023-11-01 47.006168438865004
2023-12-01 47.388011891598900
2024-01-01 48.016832831008100
2024-02-01 48.411488899796000
2024-03-01 48.581648383034604
2024-04-01 49.660535179110205
2024-05-01 49.254961969216396
2024-06-01 49.026172507192790
2024-07-01 49.795830173578800
2024-08-01 50.189493827005390
2024-09-01 50.639232542884905
2024-10-01 50.144309473870500

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