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 2026-02-01
Last Updated 2026-04-23 12:04 PM 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 23.0654162490554
2001-02-01 23.2794320694543
2001-03-01 23.3693238120797
2001-04-01 23.4805452077671
2001-05-01 23.6128003207126
2001-06-01 23.7822844806492
2001-07-01 23.7330281512290
2001-08-01 23.8435668738694
2001-09-01 23.8310011485447
2001-10-01 24.1012098497853
2001-11-01 24.1108793125534
2001-12-01 24.1698891786584
2002-01-01 24.5897797865790
2002-02-01 24.4989356271722
2002-03-01 24.4666136434344
2002-04-01 24.7721323278058
2002-05-01 24.7964312773160
2002-06-01 24.8889740328608
2002-07-01 25.0409767476618
2002-08-01 25.1249252737285
2002-09-01 25.0291249566240
2002-10-01 25.7018003365773
2002-11-01 25.8153268895159
2002-12-01 25.8635030337863
2003-01-01 25.8103975798747
2003-02-01 25.8182529000530
2003-03-01 25.8456163686623
2003-04-01 25.7676778380335
2003-05-01 25.8785762437169
2003-06-01 25.9058328038389
2003-07-01 25.8390393962841
2003-08-01 25.7976068462013
2003-09-01 25.8304273614644
2003-10-01 25.6295331111019
2003-11-01 25.6397112500894
2003-12-01 25.6672169978153
2004-01-01 25.9099008346149
2004-02-01 25.8239544135758
2004-03-01 25.9950800901973
2004-04-01 26.1772430710845
2004-05-01 26.1619197799773
2004-06-01 26.3242700648810
2004-07-01 26.5439493598295
2004-08-01 26.5582692154978
2004-09-01 26.7334884785831
2004-10-01 26.7553140846311
2004-11-01 26.8684864633516
2004-12-01 26.8802526683740
2005-01-01 26.7101793732904
2005-02-01 26.8337652054941
2005-03-01 26.9430737053195
2005-04-01 27.0744907864720
2005-05-01 27.2371822634874
2005-06-01 27.1470023633043
2005-07-01 27.0420747859464
2005-08-01 27.4206594617105
2005-09-01 27.7469864943424
2005-10-01 27.0853105088383
2005-11-01 27.2950055241136
2005-12-01 27.5954272681277
2006-01-01 27.5159438144374
2006-02-01 27.7372609380457
2006-03-01 27.7000789513708
2006-04-01 27.4774378163717
2006-05-01 27.4114555702911
2006-06-01 27.8574835526105
2006-07-01 27.3376734369489
2006-08-01 26.9951911737525
2006-09-01 27.2657060166463
2006-10-01 27.4129449708835
2006-11-01 27.5350142276225
2006-12-01 27.4137771439632
2007-01-01 27.7094832826340
2007-02-01 27.5205652007503
2007-03-01 27.5728851321069
2007-04-01 27.1729816738218
2007-05-01 27.3905707121539
2007-06-01 27.4616026100554
2007-07-01 27.4161242386469
2007-08-01 27.5875669655539
2007-09-01 27.6850610237094
2007-10-01 27.7430957459051
2007-11-01 27.7592283591388
2007-12-01 27.7384152316466
2008-01-01 27.7902112497193
2008-02-01 27.9100666760165
2008-03-01 27.7622631471437
2008-04-01 28.2636433439238
2008-05-01 28.3618799766592
2008-06-01 28.2531608809026
2008-07-01 28.3922735004459
2008-08-01 28.4886916794402
2008-09-01 28.4888552860048
2008-10-01 28.5806014201565
2008-11-01 28.5901279445879
2008-12-01 28.6710206389630
2009-01-01 28.4717766441852
2009-02-01 28.1911603179137
2009-03-01 28.1583835080899
2009-04-01 28.4484775457427
2009-05-01 28.5519052232698
2009-06-01 28.6497503320591
2009-07-01 28.6566464228647
2009-08-01 28.6075711615755
2009-09-01 28.5975496364896
2009-10-01 28.5120963197763
2009-11-01 28.5065188939571
2009-12-01 28.6942173819430
2010-01-01 28.8551928453584
2010-02-01 28.9658640510946
2010-03-01 29.1645137515089
2010-04-01 29.2321299564035
2010-05-01 29.3511813752027
2010-06-01 29.7452093258565
2010-07-01 29.5294539554943
2010-08-01 29.5128536063651
2010-09-01 29.7051484692467
2010-10-01 29.7302514253947
2010-11-01 29.9215224838789
2010-12-01 29.9089354229207
2011-01-01 30.0659629192839
2011-02-01 30.0320416244987
2011-03-01 30.0743573090452
2011-04-01 30.4149787057381
2011-05-01 30.2652830977867
2011-06-01 30.3482735113664
2011-07-01 30.5035587101855
2011-08-01 30.6101958508904
2011-09-01 30.7280844452938
2011-10-01 30.7272931317176
2011-11-01 30.8026534283165
2011-12-01 30.9309289684142
2012-01-01 31.1739742078632
2012-02-01 31.3148608194439
2012-03-01 31.3948261092985
2012-04-01 31.3031681413412
2012-05-01 31.3902945446566
2012-06-01 31.6449367477208
2012-07-01 31.2774392345334
2012-08-01 31.4949573914611
2012-09-01 31.4499828967314
2012-10-01 31.9143463608294
2012-11-01 32.0713765909292
2012-12-01 32.3510891253846
2013-01-01 32.5979176609146
2013-02-01 32.9219044085278
2013-03-01 33.0231508129915
2013-04-01 33.1874572484311
2013-05-01 33.1989596586943
2013-06-01 32.9353867806044
2013-07-01 33.4493453733238
2013-08-01 33.9535165965975
2013-09-01 33.6899820079222
2013-10-01 33.6994688879700
2013-11-01 33.6390948512798
2013-12-01 33.6590226068658
2014-01-01 33.3209399488160
2014-02-01 33.4470172539509
2014-03-01 33.2482734189368
2014-04-01 33.5869731658842
2014-05-01 33.7220731980501
2014-06-01 33.7993430737082
2014-07-01 34.2078402339314
2014-08-01 34.4344833152762
2014-09-01 34.5288620428177
2014-10-01 34.7817410369532
2014-11-01 35.0284474343341
2014-12-01 34.8448060546843
2015-01-01 35.3677885068568
2015-02-01 35.2902969177626
2015-03-01 35.7728882426198
2015-04-01 35.9717656886146
2015-05-01 36.5201742951666
2015-06-01 36.3448081082896
2015-07-01 36.4810894244032
2015-08-01 36.5121239526445
2015-09-01 36.6669874093639
2015-10-01 36.6631530516305
2015-11-01 37.1311373512211
2015-12-01 36.6346681488606
2016-01-01 37.0904698388008
2016-02-01 37.0251487653687
2016-03-01 37.0824730697994
2016-04-01 37.0728374116336
2016-05-01 37.1322528965613
2016-06-01 37.1019030073141
2016-07-01 37.0825276612120
2016-08-01 37.1326241244418
2016-09-01 36.8750418694460
2016-10-01 36.8388326536488
2016-11-01 36.9375983883232
2016-12-01 37.2008492419830
2017-01-01 37.2843838270126
2017-02-01 37.4314886419238
2017-03-01 37.5916520122426
2017-04-01 37.5739259509577
2017-05-01 37.6504343030801
2017-06-01 38.0946254903629
2017-07-01 38.1207192343851
2017-08-01 37.9495509259754
2017-09-01 38.0696900370881
2017-10-01 38.5081361636628
2017-11-01 38.4223922950564
2017-12-01 38.6534642796807
2018-01-01 38.5980806013411
2018-02-01 38.7255509419558
2018-03-01 38.5029056931461
2018-04-01 39.3772195546753
2018-05-01 39.5710866014327
2018-06-01 40.0069597629536
2018-07-01 39.9411587345186
2018-08-01 40.4849897865950
2018-09-01 40.8617964242921
2018-10-01 40.8682847418717
2018-11-01 40.9763540120779
2018-12-01 41.3939693270447
2019-01-01 42.0456440896125
2019-02-01 42.5389434959854
2019-03-01 42.9463993034830
2019-04-01 43.2650899432617
2019-05-01 43.9828952965210
2019-06-01 44.2324633267726
2019-07-01 44.5306356320239
2019-08-01 44.9979839486480
2019-09-01 45.5497473069767
2019-10-01 45.9424786384460
2019-11-01 46.3180746661145
2019-12-01 46.4724522184172
2020-01-01 46.5931779585339
2020-02-01 46.7514885083635
2020-03-01 46.6648157872655
2020-04-01 34.2433935418879
2020-05-01 33.7432374882124
2020-06-01 36.6880589072165
2020-07-01 39.0732220408245
2020-08-01 39.8577256118896
2020-09-01 40.1164548317903
2020-10-01 40.8805187773905
2020-11-01 40.8297779545954
2020-12-01 40.7807964943411
2021-01-01 40.4952719781707
2021-02-01 40.3085586401646
2021-03-01 40.7285935132863
2021-04-01 40.9423123632276
2021-05-01 41.1097433430000
2021-06-01 41.6914336501078
2021-07-01 41.3965516733876
2021-08-01 41.0583485914337
2021-09-01 40.8237913417342
2021-10-01 41.3240538623411
2021-11-01 41.6570905155030
2021-12-01 41.8077314004878
2022-01-01 40.3815722630513
2022-02-01 40.4951114525929
2022-03-01 40.8909170442149
2022-04-01 41.4717548847974
2022-05-01 41.9854439361471
2022-06-01 42.5668461263133
2022-07-01 43.2060221887941
2022-08-01 43.3559413303441
2022-09-01 43.7601840711541
2022-10-01 43.9689846907988
2022-11-01 44.2179093285703
2022-12-01 44.5567382624796
2023-01-01 45.5159875901535
2023-02-01 45.6125382000883
2023-03-01 45.9667520060402
2023-04-01 45.7645071917987
2023-05-01 45.9330479755273
2023-06-01 46.0094299289916
2023-07-01 46.1381428620732
2023-08-01 46.5266235079654
2023-09-01 46.7958830418201
2023-10-01 47.0127824825585
2023-11-01 47.1010134443030
2023-12-01 47.7323325067064
2024-01-01 47.9172536666412
2024-02-01 48.3106556571193
2024-03-01 48.4317882783499
2024-04-01 48.3584782327452
2024-05-01 48.5694514104671
2024-06-01 48.6486510035572
2024-07-01 48.9157570844682
2024-08-01 48.9923581169997
2024-09-01 49.1224877711998
2024-10-01 49.4484775024637
2024-11-01 49.5750739448020
2024-12-01 49.5893187099929
2025-01-01 49.5121966597904
2025-02-01 49.6084722857786
2025-03-01 49.6119004521449
2025-04-01 49.9353816683174
2025-05-01 50.0288809879351
2025-06-01 50.1176480158555
2025-07-01 50.0259073556652
2025-08-01 50.0582153504539
2025-09-01 49.9408530817078
2025-10-01 49.7615730800229
2025-11-01 49.8031317101639
2025-12-01 49.8138953170360
2026-01-01 50.2230767646683
2026-02-01 50.2113543131432

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