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 2024-09-01
Last Updated 2024-10-23 5:15 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
2001-01-01 23.065416250142302
2001-02-01 23.279432070154900
2001-03-01 23.369323814551300
2001-04-01 23.480545207839900
2001-05-01 23.612800319219197
2001-06-01 23.782284476834500
2001-07-01 23.733028144897400
2001-08-01 23.843566867497696
2001-09-01 23.831001144010100
2001-10-01 24.101209845874400
2001-11-01 24.110879319461198
2001-12-01 24.169889190065900
2002-01-01 24.589779794377500
2002-02-01 24.498935630910100
2002-03-01 24.466613646545400
2002-04-01 24.772132327264398
2002-05-01 24.796431274318000
2002-06-01 24.888974027371102
2002-07-01 25.040976736155000
2002-08-01 25.124925261771804
2002-09-01 25.029124943152000
2002-10-01 25.701800327802000
2002-11-01 25.815326911507100
2002-12-01 25.863503049042200
2003-01-01 25.810397601911202
2003-02-01 25.818252913673300
2003-03-01 25.845616373580300
2003-04-01 25.767677832578897
2003-05-01 25.878576235612000
2003-06-01 25.905832794378400
2003-07-01 25.839039377599896
2003-08-01 25.797606821680898
2003-09-01 25.830427335692000
2003-10-01 25.629533092033600
2003-11-01 25.639711265741703
2003-12-01 25.667216980574697
2004-01-01 25.909900990204200
2004-02-01 25.823954416224500
2004-03-01 25.995080096699900
2004-04-01 26.177243040363997
2004-05-01 26.161919774603600
2004-06-01 26.324270045342196
2004-07-01 26.543949327273697
2004-08-01 26.558269173633300
2004-09-01 26.733488427514800
2004-10-01 26.755314036821900
2004-11-01 26.868486462112397
2004-12-01 26.880252620713602
2005-01-01 26.710179687156400
2005-02-01 26.833765228193500
2005-03-01 26.943073797632497
2005-04-01 27.074490723071800
2005-05-01 27.237182223109798
2005-06-01 27.147002276037900
2005-07-01 27.042074684519000
2005-08-01 27.420659365252800
2005-09-01 27.746986408615605
2005-10-01 27.085310454270800
2005-11-01 27.295005546671298
2005-12-01 27.595427285218200
2006-01-01 27.515944354196897
2006-02-01 27.737261028865298
2006-03-01 27.700079261392500
2006-04-01 27.477437554307100
2006-05-01 27.411455346459103
2006-06-01 27.857483314534896
2006-07-01 27.337673249221100
2006-08-01 26.995191024598800
2006-09-01 27.265705846672503
2006-10-01 27.412944793491697
2006-11-01 27.535014120535998
2006-12-01 27.413777242952500
2007-01-01 27.709484119621397
2007-02-01 27.520565761185697
2007-03-01 27.572886307445998
2007-04-01 27.172981915228700
2007-05-01 27.390570856161798
2007-06-01 27.461601037404698
2007-07-01 27.416123436425000
2007-08-01 27.587565779561800
2007-09-01 27.685059774340402
2007-10-01 27.743095063175502
2007-11-01 27.759228416639400
2007-12-01 27.738415920907197
2008-01-01 27.790213254467300
2008-02-01 27.910069241383000
2008-03-01 27.762267575943397
2008-04-01 28.263641914502102
2008-05-01 28.361881954395000
2008-06-01 28.253157479953200
2008-07-01 28.392269908794102
2008-08-01 28.488686874687602
2008-09-01 28.488851500215100
2008-10-01 28.580600230031900
2008-11-01 28.590129534882003
2008-12-01 28.671023750120900
2009-01-01 28.471781440859900
2009-02-01 28.191165189103398
2009-03-01 28.158391086601895
2009-04-01 28.448477026833800
2009-05-01 28.551914087952000
2009-06-01 28.649745373425397
2009-07-01 28.656624273669400
2009-08-01 28.607572447424502
2009-09-01 28.597517434516000
2009-10-01 28.512100659149900
2009-11-01 28.506529571156896
2009-12-01 28.694232610482203
2010-01-01 28.855211115117303
2010-02-01 28.965882420966100
2010-03-01 29.164531471761400
2010-04-01 29.232129163491300
2010-05-01 29.351187602720604
2010-06-01 29.745186560904300
2010-07-01 29.529381016603498
2010-08-01 29.512829547833900
2010-09-01 29.705074178752398
2010-10-01 29.730282872300897
2010-11-01 29.921586317758700
2010-12-01 29.909012620890998
2011-01-01 30.066035666378700
2011-02-01 30.032097135982198
2011-03-01 30.074321660928103
2011-04-01 30.414977925577396
2011-05-01 30.265266955360900
2011-06-01 30.348195343759100
2011-07-01 30.503379320109897
2011-08-01 30.610103463309603
2011-09-01 30.727954022908396
2011-10-01 30.727381071109800
2011-11-01 30.802821753977900
2011-12-01 30.931250065910000
2012-01-01 31.174083233543300
2012-02-01 31.315004433035497
2012-03-01 31.394686558118895
2012-04-01 31.303163615660500
2012-05-01 31.390126232028000
2012-06-01 31.644755320989000
2012-07-01 31.277146768452200
2012-08-01 31.494753493770300
2012-09-01 31.449691764418397
2012-10-01 31.914207305582300
2012-11-01 32.072408236006700
2012-12-01 32.351786832311504
2013-01-01 32.597843545527200
2013-02-01 32.922071014905500
2013-03-01 33.022879278416900
2013-04-01 33.187396661514100
2013-05-01 33.198578284064800
2013-06-01 32.935096957813500
2013-07-01 33.448921702131100
2013-08-01 33.953174014400000
2013-09-01 33.689500450221600
2013-10-01 33.699091068124500
2013-11-01 33.641091812813200
2013-12-01 33.660141202365700
2014-01-01 33.320671034157800
2014-02-01 33.447180600685500
2014-03-01 33.247941758910400
2014-04-01 33.586884664669900
2014-05-01 33.721554650332100
2014-06-01 33.798880742203900
2014-07-01 34.207367176532300
2014-08-01 34.433946029244000
2014-09-01 34.528034217417700
2014-10-01 34.780838453235900
2014-11-01 35.031280581503400
2014-12-01 34.846185928016400
2015-01-01 35.367492639992100
2015-02-01 35.290721375567000
2015-03-01 35.773412413993400
2015-04-01 35.971928255654400
2015-05-01 36.519607307183500
2015-06-01 36.343903958222100
2015-07-01 36.480343856856200
2015-08-01 36.510959328086600
2015-09-01 36.664757487382296
2015-10-01 36.661669335489900
2015-11-01 37.133826416638300
2015-12-01 36.636266359004104
2016-01-01 37.090887133503790
2016-02-01 37.026906766545700
2016-03-01 37.085118504270600
2016-04-01 37.074127063151500
2016-05-01 37.131983574871000
2016-06-01 37.100200645355500
2016-07-01 37.080705848322500
2016-08-01 37.129819640842400
2016-09-01 36.870395261992000
2016-10-01 36.835993566980600
2016-11-01 36.939478339979000
2016-12-01 37.202424717884604
2017-01-01 37.286070348743800
2017-02-01 37.435619159201900
2017-03-01 37.599462194850700
2017-04-01 37.577059906270800
2017-05-01 37.652984967574700
2017-06-01 38.087017178329200
2017-07-01 38.118320221619000
2017-08-01 37.943485501072900
2017-09-01 38.062673622606894
2017-10-01 38.503522901817796
2017-11-01 38.422684940234900
2017-12-01 38.656213368507790
2018-01-01 38.602294574216400
2018-02-01 38.730319562974900
2018-03-01 38.516746235284200
2018-04-01 39.383082278868400
2018-05-01 39.576132021617400
2018-06-01 39.995477587149700
2018-07-01 39.936672330890396
2018-08-01 40.474623272114100
2018-09-01 40.849117370846500
2018-10-01 40.863305431097700
2018-11-01 40.976948982497795
2018-12-01 41.400862029937600
2019-01-01 42.050641304441600
2019-02-01 42.542948602052604
2019-03-01 42.967033048538700
2019-04-01 43.273980601446105
2019-05-01 43.991433107627790
2019-06-01 44.216389701372200
2019-07-01 44.523678826445600
2019-08-01 44.981844400772710
2019-09-01 45.529171271438500
2019-10-01 45.938584067822596
2019-11-01 46.324341201334400
2019-12-01 46.491413351454000
2020-01-01 46.583578883255996
2020-02-01 46.756661290338600
2020-03-01 46.691941818848290
2020-04-01 34.246249582446000
2020-05-01 33.754600420583400
2020-06-01 36.681799869157096
2020-07-01 39.063664338467795
2020-08-01 39.840634704414605
2020-09-01 40.090942413376006
2020-10-01 40.866747893580204
2020-11-01 40.847155758045900
2020-12-01 40.825749251772500
2021-01-01 40.455801980158400
2021-02-01 40.308656535724700
2021-03-01 40.764200414098600
2021-04-01 40.928031706862704
2021-05-01 41.135436075602800
2021-06-01 41.695239487477100
2021-07-01 41.396261553894206
2021-08-01 41.037268159543710
2021-09-01 40.786441617811704
2021-10-01 41.295939041796200
2021-11-01 41.687945555820704
2021-12-01 41.882858178087100
2022-01-01 40.304759483952600
2022-02-01 40.488449088399400
2022-03-01 40.933673206749300
2022-04-01 41.429837575166900
2022-05-01 42.032026634477795
2022-06-01 42.602521074643796
2022-07-01 43.223619341875600
2022-08-01 43.334752545634004
2022-09-01 43.705150081808995
2022-10-01 43.912948869707200
2022-11-01 44.254693740021710
2022-12-01 44.655082353368800
2023-01-01 45.398070384651500
2023-02-01 45.590374533572906
2023-03-01 46.017467057753800
2023-04-01 45.795490214820400
2023-05-01 45.913691364169395
2023-06-01 45.989538126254395
2023-07-01 46.179326479397900
2023-08-01 46.511293923439290
2023-09-01 46.719028544074796
2023-10-01 47.029677002167396
2023-11-01 46.932417004060895
2023-12-01 47.329891436309794
2024-01-01 47.970184227148100
2024-02-01 48.377980468312800
2024-03-01 48.583931850769700
2024-04-01 49.664358208201900
2024-05-01 49.286410798614400
2024-06-01 49.080545200729000
2024-07-01 49.867206076688010
2024-08-01 50.283840978973600
2024-09-01 50.631448746707500

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