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 2026-03-01
Last Updated 2026-05-07 11:03 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 23.0654162490553
2001-02-01 23.2794320694542
2001-03-01 23.3693238120796
2001-04-01 23.4805452077670
2001-05-01 23.6128003207125
2001-06-01 23.7822844806491
2001-07-01 23.7330281512291
2001-08-01 23.8435668738696
2001-09-01 23.8310011485451
2001-10-01 24.1012098497857
2001-11-01 24.1108793125535
2001-12-01 24.1698891786581
2002-01-01 24.5897797865783
2002-02-01 24.4989356271719
2002-03-01 24.4666136434343
2002-04-01 24.7721323278057
2002-05-01 24.7964312773160
2002-06-01 24.8889740328609
2002-07-01 25.0409767476621
2002-08-01 25.1249252737290
2002-09-01 25.0291249566248
2002-10-01 25.7018003365779
2002-11-01 25.8153268895160
2002-12-01 25.8635030337851
2003-01-01 25.8103975798727
2003-02-01 25.8182529000523
2003-03-01 25.8456163686624
2003-04-01 25.7676778380342
2003-05-01 25.8785762437178
2003-06-01 25.9058328038399
2003-07-01 25.8390393962853
2003-08-01 25.7976068462025
2003-09-01 25.8304273614645
2003-10-01 25.6295331111010
2003-11-01 25.6397112500874
2003-12-01 25.6672169978133
2004-01-01 25.9099008346050
2004-02-01 25.8239544135798
2004-03-01 25.9950800902028
2004-04-01 26.1772430710901
2004-05-01 26.1619197799799
2004-06-01 26.3242700648825
2004-07-01 26.5439493598302
2004-08-01 26.5582692154978
2004-09-01 26.7334884785788
2004-10-01 26.7553140846232
2004-11-01 26.8684864633427
2004-12-01 26.8802526683695
2005-01-01 26.7101793732758
2005-02-01 26.8337652055121
2005-03-01 26.9430737053545
2005-04-01 27.0744907864850
2005-05-01 27.2371822634843
2005-06-01 27.1470023632905
2005-07-01 27.0420747859279
2005-08-01 27.4206594616940
2005-09-01 27.7469864943258
2005-10-01 27.0853105088299
2005-11-01 27.2950055241212
2005-12-01 27.5954272681588
2006-01-01 27.5159438144358
2006-02-01 27.7372609380802
2006-03-01 27.7000789514383
2006-04-01 27.4774378162331
2006-05-01 27.4114555700976
2006-06-01 27.8574835524253
2006-07-01 27.3376734368661
2006-08-01 26.9951911738950
2006-09-01 27.2657060171852
2006-10-01 27.4129449718287
2006-11-01 27.5350142286256
2006-12-01 27.4137771444926
2007-01-01 27.7094832820688
2007-02-01 27.5205651987776
2007-03-01 27.5728851288475
2007-04-01 27.1729816708265
2007-05-01 27.3905707111644
2007-06-01 27.4616026115927
2007-07-01 27.4161242425850
2007-08-01 27.5875669701205
2007-09-01 27.6850610279029
2007-10-01 27.7430957495709
2007-11-01 27.7592283619769
2007-12-01 27.7384152322195
2008-01-01 27.7902112459327
2008-02-01 27.9100666663128
2008-03-01 27.7622631319372
2008-04-01 28.2636433273071
2008-05-01 28.3618799698810
2008-06-01 28.2531608847144
2008-07-01 28.3922735148472
2008-08-01 28.4886916995989
2008-09-01 28.4888553081960
2008-10-01 28.5806014428353
2008-11-01 28.5901279729419
2008-12-01 28.6710206562351
2009-01-01 28.4717766262179
2009-02-01 28.1911602625036
2009-03-01 28.1583834338748
2009-04-01 28.4484774726571
2009-05-01 28.5519051848087
2009-06-01 28.6497503664406
2009-07-01 28.6566465470645
2009-08-01 28.6075711701499
2009-09-01 28.5975497208997
2009-10-01 28.5120963414189
2009-11-01 28.5065189551453
2009-12-01 28.6942174425007
2010-01-01 28.8551928427839
2010-02-01 28.9658639329588
2010-03-01 29.1645135364815
2010-04-01 29.2321297239539
2010-05-01 29.3511812296676
2010-06-01 29.7452094706067
2010-07-01 29.5294542358555
2010-08-01 29.5128538114959
2010-09-01 29.7051486234279
2010-10-01 29.7302513834925
2010-11-01 29.9215224313700
2010-12-01 29.9089354720317
2011-01-01 30.0659631320694
2011-02-01 30.0320418672844
2011-03-01 30.0743559543912
2011-04-01 30.4149785665686
2011-05-01 30.2652828939856
2011-06-01 30.3482737870164
2011-07-01 30.5035593505562
2011-08-01 30.6101965677659
2011-09-01 30.7280848772509
2011-10-01 30.7272931127273
2011-11-01 30.8026532239536
2011-12-01 30.9309281239055
2012-01-01 31.1739739597906
2012-02-01 31.3148621085098
2012-03-01 31.3948228668543
2012-04-01 31.3031683262329
2012-05-01 31.3902934824986
2012-06-01 31.6449386269403
2012-07-01 31.2774409729126
2012-08-01 31.4949589230621
2012-09-01 31.4499839313944
2012-10-01 31.9143475004814
2012-11-01 32.0713744953206
2012-12-01 32.3510884834746
2013-01-01 32.5979181405460
2013-02-01 32.9219059047082
2013-03-01 33.0231424045515
2013-04-01 33.1874542249833
2013-05-01 33.1989537181234
2013-06-01 32.9353886475193
2013-07-01 33.4493512999080
2013-08-01 33.9535256723243
2013-09-01 33.6899911140191
2013-10-01 33.6994764419177
2013-11-01 33.6390925409072
2013-12-01 33.6590197416598
2014-01-01 33.3209363690466
2014-02-01 33.4470150515329
2014-03-01 33.2482541807123
2014-04-01 33.5869543768074
2014-05-01 33.7220439801599
2014-06-01 33.7993681232010
2014-07-01 34.2078475798815
2014-08-01 34.4345135804488
2014-09-01 34.5289024599519
2014-10-01 34.7817744682349
2014-11-01 35.0284478324608
2014-12-01 34.8447890811868
2015-01-01 35.3677547730336
2015-02-01 35.2902617234474
2015-03-01 35.7728230769815
2015-04-01 35.9717112079587
2015-05-01 36.5201354830883
2015-06-01 36.3448807146705
2015-07-01 36.4811367491858
2015-08-01 36.5121256461805
2015-09-01 36.6672914103313
2015-10-01 36.6631480556261
2015-11-01 37.1311015753741
2015-12-01 36.6346066606221
2016-01-01 37.0903541150813
2016-02-01 37.0250043415164
2016-03-01 37.0823023275932
2016-04-01 37.0727356529756
2016-05-01 37.1322401968504
2016-06-01 37.1020924412690
2016-07-01 37.0826939967877
2016-08-01 37.1326576507107
2016-09-01 36.8756457757456
2016-10-01 36.8388059622149
2016-11-01 36.9375117052754
2016-12-01 37.2006933384497
2017-01-01 37.2841122662512
2017-02-01 37.4311306854852
2017-03-01 37.5912482445447
2017-04-01 37.5735493047498
2017-05-01 37.6507484446912
2017-06-01 38.0948560110244
2017-07-01 38.1216431181960
2017-08-01 37.9494531988367
2017-09-01 38.0705895220990
2017-10-01 38.5080925616861
2017-11-01 38.4221715656439
2017-12-01 38.6530200463109
2018-01-01 38.5975614902023
2018-02-01 38.7247485285951
2018-03-01 38.5023877905057
2018-04-01 39.3766228676087
2018-05-01 39.5718077582304
2018-06-01 40.0074181035260
2018-07-01 39.9427957181451
2018-08-01 40.4846127274616
2018-09-01 40.8637956728016
2018-10-01 40.8680567364288
2018-11-01 40.9757212141297
2018-12-01 41.3928915640609
2019-01-01 42.0445829476799
2019-02-01 42.5375146793602
2019-03-01 42.9458825573381
2019-04-01 43.2645001874564
2019-05-01 43.9842798723538
2019-06-01 44.2330913964445
2019-07-01 44.5331939032565
2019-08-01 44.9974403907526
2019-09-01 45.5530917407421
2019-10-01 45.9420078748728
2019-11-01 46.3174089387624
2019-12-01 46.4708961717131
2020-01-01 46.5881734640094
2020-02-01 46.7489693216290
2020-03-01 46.6683244815393
2020-04-01 34.2425489422813
2020-05-01 33.7442553228692
2020-06-01 36.6889780368313
2020-07-01 39.0757359393260
2020-08-01 39.8575805959071
2020-09-01 40.1204361955974
2020-10-01 40.8798630731747
2020-11-01 40.8289835075059
2020-12-01 40.7786423538634
2021-01-01 40.4874733034776
2021-02-01 40.3024855321501
2021-03-01 40.7370908934063
2021-04-01 40.9420063381134
2021-05-01 41.1119125482161
2021-06-01 41.6935355343873
2021-07-01 41.4002779320095
2021-08-01 41.0591240840934
2021-09-01 40.8278272849718
2021-10-01 41.3229124026902
2021-11-01 41.6550683593915
2021-12-01 41.8030122432916
2022-01-01 40.3687528859693
2022-02-01 40.4844337525900
2022-03-01 40.9055657237731
2022-04-01 41.4740723633356
2022-05-01 41.9904437546943
2022-06-01 42.5720586473745
2022-07-01 43.2112606801709
2022-08-01 43.3584572229815
2022-09-01 43.7647818252148
2022-10-01 43.9660992833004
2022-11-01 44.2120422494479
2022-12-01 44.5455195975463
2023-01-01 45.4982891745324
2023-02-01 45.5842109046738
2023-03-01 45.9951710516363
2023-04-01 45.7762945619976
2023-05-01 45.9445208565715
2023-06-01 46.0194675629486
2023-07-01 46.1462661258898
2023-08-01 46.5311151305370
2023-09-01 46.7986638079898
2023-10-01 47.0064317029253
2023-11-01 47.0892778261428
2023-12-01 47.7117880456326
2024-01-01 47.8923800062580
2024-02-01 48.2654414367105
2024-03-01 48.4782697518756
2024-04-01 48.3811128419488
2024-05-01 48.5880519853799
2024-06-01 48.6641031253118
2024-07-01 48.9267998002225
2024-08-01 48.9983809317143
2024-09-01 49.1228671071494
2024-10-01 49.4378030581904
2024-11-01 49.5562084310346
2024-12-01 49.5585895882344
2025-01-01 49.4840807421091
2025-02-01 49.5428268485754
2025-03-01 49.6784613490293
2025-04-01 49.9697681396225
2025-05-01 50.0542142684539
2025-06-01 50.1370892111954
2025-07-01 50.0397103294378
2025-08-01 50.0645279032931
2025-09-01 49.9373243831333
2025-10-01 49.7466597107459
2025-11-01 49.7781285042538
2025-12-01 49.7750599988573
2026-01-01 50.1911224111590
2026-02-01 50.1368975541803
2026-03-01 49.9882504281546

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