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

Title All Employees: Education and Health Services: Social Assistance in Arkansas
Series ID SMU05000006562400001SA
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 1990-01-01 to 2026-04-01
Last Updated 2026-05-26 2:36 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
1990-01-01 11.8586190113731
1990-02-01 11.9687538623595
1990-03-01 12.1223156425959
1990-04-01 12.0520147792730
1990-05-01 12.1331346181644
1990-06-01 12.2547328753347
1990-07-01 13.0942763869800
1990-08-01 12.9460063431915
1990-09-01 12.6277961348102
1990-10-01 12.4369305535668
1990-11-01 12.4642694234645
1990-12-01 12.7546296189149
1991-01-01 12.9626949038748
1991-02-01 13.0692049849842
1991-03-01 13.2195437764523
1991-04-01 13.2380516372991
1991-05-01 13.3226433632208
1991-06-01 13.4880473094825
1991-07-01 14.1311776044697
1991-08-01 13.6498798860918
1991-09-01 13.5117965398440
1991-10-01 13.7202527262377
1991-11-01 13.7476483607963
1991-12-01 13.8416831477436
1992-01-01 13.9656656061754
1992-02-01 14.0724688365612
1992-03-01 14.1233152145896
1992-04-01 14.3252902767828
1992-05-01 14.4120088454348
1992-06-01 14.5262388203720
1992-07-01 14.6622706510759
1992-08-01 14.8579917439606
1992-09-01 14.4859460979020
1992-10-01 14.8907585450483
1992-11-01 14.9310795062380
1992-12-01 14.9204314242885
1993-01-01 14.7750163258231
1993-02-01 14.8743215279601
1993-03-01 14.9303709160030
1993-04-01 15.0187644156969
1993-05-01 14.9966116011274
1993-06-01 15.9756897721768
1993-07-01 15.7171971919525
1993-08-01 15.0774780819020
1993-09-01 15.2644899713512
1993-10-01 15.7547795056055
1993-11-01 15.9163537965001
1993-12-01 15.8939412706935
1994-01-01 15.9931049691776
1994-02-01 15.9756040689408
1994-03-01 16.0309025141732
1994-04-01 16.1054331335264
1994-05-01 16.2730700806706
1994-06-01 16.2912425504526
1994-07-01 16.4653381229007
1994-08-01 16.7140132787255
1994-09-01 16.6400346324453
1994-10-01 16.5137954441648
1994-11-01 16.6964279182773
1994-12-01 16.8697603679761
1995-01-01 16.9171606559017
1995-02-01 16.9773196566334
1995-03-01 17.1285969732655
1995-04-01 16.8975018877096
1995-05-01 17.0509872804665
1995-06-01 17.1025347537616
1995-07-01 17.2037708913159
1995-08-01 17.3591452514534
1995-09-01 17.4314205274060
1995-10-01 17.4750982133463
1995-11-01 17.4760565485077
1995-12-01 17.5541432264811
1996-01-01 17.5366431831908
1996-02-01 17.6829297530443
1996-03-01 17.7246085354244
1996-04-01 17.6874379343279
1996-05-01 17.7421315107781
1996-06-01 18.1042723288090
1996-07-01 17.6198373694673
1996-08-01 17.4962503493440
1996-09-01 17.9270323488806
1996-10-01 17.6485369497141
1996-11-01 17.6635355494502
1996-12-01 17.7587324489110
1997-01-01 17.1417942576946
1997-02-01 17.1951264552409
1997-03-01 17.2303435276417
1997-04-01 17.2967787527233
1997-05-01 17.3532165431409
1997-06-01 17.2504269639608
1997-07-01 17.0942706223628
1997-08-01 17.2002427353468
1997-09-01 17.3386495510108
1997-10-01 17.4368737187178
1997-11-01 17.5569720150022
1997-12-01 17.5821164549062
1998-01-01 17.5462444639173
1998-02-01 17.5107279542874
1998-03-01 17.7348244643969
1998-04-01 17.9065830491028
1998-05-01 17.9619050147163
1998-06-01 18.1308081517338
1998-07-01 18.2117993430205
1998-08-01 18.1825503439017
1998-09-01 18.3296475843642
1998-10-01 18.3244506209720
1998-11-01 18.3411930766009
1998-12-01 18.3086716769608
1999-01-01 18.2468402826210
1999-02-01 18.2341646126736
1999-03-01 18.2424238618344
1999-04-01 18.3347538704894
1999-05-01 18.2782676216999
1999-06-01 18.1873140747134
1999-07-01 18.3805764657902
1999-08-01 18.4295043737086
1999-09-01 18.7293676711090
1999-10-01 18.8417075975410
1999-11-01 18.7416197994513
1999-12-01 18.8355511795785
2000-01-01 19.0476371373623
2000-02-01 19.0527944746796
2000-03-01 19.1460465896182
2000-04-01 19.1700424815404
2000-05-01 19.1808664171202
2000-06-01 19.2708985153521
2000-07-01 19.1627772817830
2000-08-01 19.3602399240530
2000-09-01 19.3292722509594
2000-10-01 19.4704321802866
2000-11-01 19.5524244244706
2000-12-01 19.5574889446175
2001-01-01 19.7441544668665
2001-02-01 19.9686713915234
2001-03-01 20.0458056447957
2001-04-01 19.9985817081004
2001-05-01 20.1769955667490
2001-06-01 20.2481387627902
2001-07-01 20.7727370280369
2001-08-01 20.9917078484612
2001-09-01 20.5374022910864
2001-10-01 20.5014688921416
2001-11-01 20.5648327245218
2001-12-01 20.6692380772079
2002-01-01 20.7472880621131
2002-02-01 20.7704812004112
2002-03-01 20.9462452530216
2002-04-01 21.1112749094241
2002-05-01 21.2546838227460
2002-06-01 21.6398635441881
2002-07-01 21.7765970061544
2002-08-01 21.9557329948977
2002-09-01 21.6373359814715
2002-10-01 21.8337600442724
2002-11-01 22.0753317288032
2002-12-01 22.1659183200399
2003-01-01 21.9530550881093
2003-02-01 22.2759379533660
2003-03-01 22.3501675353874
2003-04-01 22.2932693363794
2003-05-01 22.5325586470377
2003-06-01 22.4186128905144
2003-07-01 22.5867159944068
2003-08-01 22.7590497430389
2003-09-01 22.7269607928685
2003-10-01 22.8657663209198
2003-11-01 22.6953651440909
2003-12-01 22.9566794119099
2004-01-01 23.1645601089501
2004-02-01 23.1700534748580
2004-03-01 23.2545701956203
2004-04-01 23.3607335676922
2004-05-01 23.3035525840851
2004-06-01 23.4163437871716
2004-07-01 23.5140342584739
2004-08-01 23.5778488435948
2004-09-01 23.7033236226450
2004-10-01 23.9851545692623
2004-11-01 24.1242109931880
2004-12-01 24.2533042534917
2005-01-01 24.2588574356997
2005-02-01 24.3657315745139
2005-03-01 24.3547164184794
2005-04-01 23.7207575875675
2005-05-01 23.7933034086168
2005-06-01 23.9072520000901
2005-07-01 23.8318291696051
2005-08-01 23.8962204432754
2005-09-01 24.1873040168818
2005-10-01 24.1939052855355
2005-11-01 24.4630692775030
2005-12-01 24.5640343402222
2006-01-01 26.2522778491927
2006-02-01 26.4588335746766
2006-03-01 26.6528214080368
2006-04-01 27.0676583030075
2006-05-01 27.0588398710790
2006-06-01 27.3359407159453
2006-07-01 27.0199900755495
2006-08-01 27.1827349159483
2006-09-01 27.5439219138368
2006-10-01 27.4901482886695
2006-11-01 27.4813458569885
2006-12-01 27.5706484880574
2007-01-01 27.6389548412881
2007-02-01 27.8728694963025
2007-03-01 28.0524023685586
2007-04-01 27.0465826415856
2007-05-01 27.2689644412288
2007-06-01 27.3284904460777
2007-07-01 27.6153711738429
2007-08-01 27.8747702047913
2007-09-01 27.9472988455582
2007-10-01 28.8849986333388
2007-11-01 28.9874711196942
2007-12-01 29.0770774975387
2008-01-01 29.7331915658869
2008-02-01 29.8000312931588
2008-03-01 29.8565316922068
2008-04-01 29.8050946830488
2008-05-01 29.7564684429048
2008-06-01 29.9624310340972
2008-07-01 29.9475471184085
2008-08-01 30.1528316854244
2008-09-01 30.1527227083525
2008-10-01 30.2773163793854
2008-11-01 30.2711449295311
2008-12-01 30.3698070611431
2009-01-01 30.8232768679383
2009-02-01 30.9319585996510
2009-03-01 31.0520215062844
2009-04-01 31.2730162245561
2009-05-01 31.5636003547058
2009-06-01 31.6806293729816
2009-07-01 32.3883287904243
2009-08-01 32.3589372469804
2009-09-01 32.5864900542783
2009-10-01 32.7538469252140
2009-11-01 33.0224615981130
2009-12-01 33.1447556538670
2010-01-01 33.1158482013128
2010-02-01 33.1547143730348
2010-03-01 33.1491014120788
2010-04-01 33.7301630334000
2010-05-01 33.9515616504325
2010-06-01 34.2111337906166
2010-07-01 34.3392998441144
2010-08-01 34.0964618514030
2010-09-01 34.0298931664764
2010-10-01 34.1505634124891
2010-11-01 34.1646286045210
2010-12-01 34.1035303459138
2011-01-01 34.1085751969907
2011-02-01 34.1607250067945
2011-03-01 34.2320860353832
2011-04-01 34.6139812496262
2011-05-01 34.6351072081838
2011-06-01 34.7098438327443
2011-07-01 35.2754135003065
2011-08-01 35.5604457395536
2011-09-01 35.8830607036090
2011-10-01 35.9465054500593
2011-11-01 36.1199752643098
2011-12-01 36.4611078798651
2012-01-01 36.1944523418725
2012-02-01 36.2468026025604
2012-03-01 36.3188194285325
2012-04-01 35.7976061633540
2012-05-01 35.8962731592224
2012-06-01 35.8151971471925
2012-07-01 35.6009545577640
2012-08-01 35.6128199345854
2012-09-01 35.6262057044789
2012-10-01 36.1622421444560
2012-11-01 36.0269607454346
2012-12-01 36.1459368396362
2013-01-01 36.1665689835178
2013-02-01 36.4113526472400
2013-03-01 36.2088884580367
2013-04-01 36.2024829869365
2013-05-01 36.2679575095624
2013-06-01 35.8879878196433
2013-07-01 36.0161655764648
2013-08-01 36.2452405233774
2013-09-01 36.3589135301214
2013-10-01 36.3739722868795
2013-11-01 36.4581430045010
2013-12-01 36.4494143434674
2014-01-01 36.5420076412968
2014-02-01 36.5816665608183
2014-03-01 36.7205611977021
2014-04-01 36.7085355770018
2014-05-01 36.9322672859619
2014-06-01 36.8597216676597
2014-07-01 37.0236709245472
2014-08-01 37.1543832298462
2014-09-01 37.1669235168739
2014-10-01 37.3832543502976
2014-11-01 37.4944206124259
2014-12-01 37.7611846243611
2015-01-01 37.9500176486264
2015-02-01 38.0694653586509
2015-03-01 38.1258464675273
2015-04-01 38.3231317902649
2015-05-01 38.3990758692986
2015-06-01 38.5249742029985
2015-07-01 38.4976521142572
2015-08-01 38.6495095849080
2015-09-01 38.7750677811484
2015-10-01 38.7776617675628
2015-11-01 38.8383414781707
2015-12-01 38.8799715071984
2016-01-01 39.2775197863066
2016-02-01 39.3590861513745
2016-03-01 39.3349194829133
2016-04-01 39.5428018099703
2016-05-01 39.4960068468178
2016-06-01 39.6870509974932
2016-07-01 39.7499058360390
2016-08-01 39.7381031400767
2016-09-01 39.7656660650521
2016-10-01 39.6609737856067
2016-11-01 39.6855019078393
2016-12-01 39.7130947861770
2017-01-01 39.0078673847644
2017-02-01 39.3213091481672
2017-03-01 39.2362774406394
2017-04-01 39.7964986062091
2017-05-01 39.8275027366854
2017-06-01 40.0436661988523
2017-07-01 39.6810966435201
2017-08-01 39.7211672569763
2017-09-01 39.7590484275259
2017-10-01 39.8342814247111
2017-11-01 39.9213914917026
2017-12-01 39.9554939796833
2018-01-01 39.7383724872228
2018-02-01 39.8644373497647
2018-03-01 40.1312470247493
2018-04-01 39.7469914932737
2018-05-01 39.9772767019949
2018-06-01 39.9056397102469
2018-07-01 40.1377144505520
2018-08-01 40.0162883154158
2018-09-01 39.9542696351738
2018-10-01 40.0055885394059
2018-11-01 39.9356700308970
2018-12-01 40.1107596317049
2019-01-01 40.1624334177895
2019-02-01 40.0953045134336
2019-03-01 40.1221526140014
2019-04-01 39.9866524540100
2019-05-01 39.7219956975637
2019-06-01 39.5842725745567
2019-07-01 39.4848332209128
2019-08-01 39.3095391498521
2019-09-01 39.5624597916283
2019-10-01 38.4034126113501
2019-11-01 38.9387897625474
2019-12-01 38.9721505221499
2020-01-01 40.0715110611753
2020-02-01 40.1409134237130
2020-03-01 39.8990359597170
2020-04-01 33.9276953198056
2020-05-01 35.2733786386098
2020-06-01 36.0610389964682
2020-07-01 36.1074887634377
2020-08-01 36.6125818839977
2020-09-01 37.0671804162628
2020-10-01 36.0415558603441
2020-11-01 36.1423963225174
2020-12-01 36.2203388171008
2021-01-01 37.4660618888304
2021-02-01 36.7095003689885
2021-03-01 37.5705198293367
2021-04-01 36.7102413798429
2021-05-01 36.5626907894204
2021-06-01 36.7427883271581
2021-07-01 35.0950618588684
2021-08-01 34.9102780197099
2021-09-01 34.5738198179700
2021-10-01 35.1066866168160
2021-11-01 35.1402761733084
2021-12-01 35.0392410619980
2022-01-01 36.3793367474598
2022-02-01 36.3952354514209
2022-03-01 36.5227203501854
2022-04-01 36.9829350096759
2022-05-01 37.5318709078797
2022-06-01 37.1258762840811
2022-07-01 37.4400828087827
2022-08-01 37.6219930799333
2022-09-01 37.7866219877624
2022-10-01 38.0870953158815
2022-11-01 38.3439683858136
2022-12-01 38.3324762393077
2023-01-01 38.6181453806990
2023-02-01 38.2749392824989
2023-03-01 38.8541519581889
2023-04-01 38.7449729823322
2023-05-01 38.9854248161047
2023-06-01 38.9226411342286
2023-07-01 38.8639500952611
2023-08-01 38.9334976484205
2023-09-01 39.1134967150564
2023-10-01 38.6698249077511
2023-11-01 38.6663869127119
2023-12-01 39.1896373586246
2024-01-01 39.4412599965972
2024-02-01 39.7651300571622
2024-03-01 39.8976936991981
2024-04-01 39.7135715438726
2024-05-01 39.7463136873859
2024-06-01 39.9220735602388
2024-07-01 39.8768876417524
2024-08-01 40.1520187475947
2024-09-01 40.2345240358586
2024-10-01 40.2405222305064
2024-11-01 40.4043925368053
2024-12-01 40.4382622297244
2025-01-01 40.1539146268271
2025-02-01 39.9444499240335
2025-03-01 40.2693284390613
2025-04-01 40.6970628612153
2025-05-01 40.5237754742852
2025-06-01 40.5197839933659
2025-07-01 41.0001581367274
2025-08-01 40.3587625012433
2025-09-01 40.2490488350207
2025-10-01 40.2750152737188
2025-11-01 40.2321213000745
2025-12-01 40.4950576554231
2026-01-01 40.4616185554879
2026-02-01 40.7261147451570
2026-03-01 40.3646926595372
2026-04-01 40.2901544693281

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