Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Arkansas

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Arkansas
Series ID SMU05000006562100001SA
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 2026-06-01
Last Updated 2026-07-22 10:43 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
1990-01-01 21.9868914766020
1990-02-01 22.1088202394933
1990-03-01 22.1221719620363
1990-04-01 22.2119727558725
1990-05-01 22.2923266510591
1990-06-01 22.4729961850479
1990-07-01 22.4828307761192
1990-08-01 22.7676143587823
1990-09-01 22.8633555442733
1990-10-01 22.9997019115767
1990-11-01 23.0705394142138
1990-12-01 23.1002105150011
1991-01-01 23.5010103641130
1991-02-01 23.6285902610704
1991-03-01 23.7333514849389
1991-04-01 23.9127666350546
1991-05-01 24.0928792426880
1991-06-01 24.1653065534917
1991-07-01 24.0714213811090
1991-08-01 24.3512293099503
1991-09-01 24.5550857933183
1991-10-01 24.7994284961089
1991-11-01 24.9766335790940
1991-12-01 25.0941392302479
1992-01-01 25.2125441381560
1992-02-01 25.2522809452693
1992-03-01 25.4448813109694
1992-04-01 25.5072819318871
1992-05-01 25.6964399072884
1992-06-01 25.8571230503638
1992-07-01 26.0529955079216
1992-08-01 26.1335053935830
1992-09-01 26.2395384686735
1992-10-01 26.3096551569165
1992-11-01 26.4845480046110
1992-12-01 26.5896166952252
1993-01-01 26.6210679129949
1993-02-01 26.7772192089476
1993-03-01 26.9593516337888
1993-04-01 26.9971011630763
1993-05-01 27.1051914457173
1993-06-01 27.0476792177320
1993-07-01 27.3386996676264
1993-08-01 27.5081167675429
1993-09-01 27.6186827087382
1993-10-01 27.8304064870340
1993-11-01 27.8969411509484
1993-12-01 27.8886865846524
1994-01-01 28.3371600684920
1994-02-01 28.2927552087583
1994-03-01 28.4691257228527
1994-04-01 28.7883234440967
1994-05-01 28.9153392584145
1994-06-01 29.0369870744874
1994-07-01 29.2308066277513
1994-08-01 29.3765678269664
1994-09-01 29.4884130971429
1994-10-01 29.5444904770013
1994-11-01 29.7126052389261
1994-12-01 29.7862246915531
1995-01-01 30.2594797836279
1995-02-01 30.4078471508061
1995-03-01 30.4839326514347
1995-04-01 30.5853391180237
1995-05-01 30.6181037444448
1995-06-01 30.8313915627232
1995-07-01 30.9319963030494
1995-08-01 30.9406496886421
1995-09-01 31.1555103914078
1995-10-01 31.2595315381115
1995-11-01 31.4357899478559
1995-12-01 31.4851781525085
1996-01-01 31.3717976080522
1996-02-01 31.6053397953341
1996-03-01 31.0846898895835
1996-04-01 31.2856100060900
1996-05-01 31.4155210894133
1996-06-01 31.6326895086397
1996-07-01 31.6414493485469
1996-08-01 31.8289249905192
1996-09-01 31.8296110539220
1996-10-01 31.9682590796534
1996-11-01 32.2489090367571
1996-12-01 32.1759641683737
1997-01-01 33.2946655641662
1997-02-01 33.5210070970918
1997-03-01 33.6943939294952
1997-04-01 33.7968450064877
1997-05-01 33.9071179282366
1997-06-01 33.9225743663417
1997-07-01 34.1312391453610
1997-08-01 34.4139498222224
1997-09-01 34.6019537972258
1997-10-01 34.6848991035407
1997-11-01 34.6538488789494
1997-12-01 34.7575796421078
1998-01-01 34.8168235588515
1998-02-01 34.9302061267221
1998-03-01 34.9831494827140
1998-04-01 34.9005339025883
1998-05-01 35.1033476079581
1998-06-01 35.0225850872749
1998-07-01 35.1215979414085
1998-08-01 35.2249474986244
1998-09-01 35.1996240343509
1998-10-01 35.2039025109356
1998-11-01 35.1498148582563
1998-12-01 35.2428081620914
1999-01-01 35.3235113570040
1999-02-01 35.2271971046964
1999-03-01 35.1640771469549
1999-04-01 35.2053624400704
1999-05-01 35.0993595294200
1999-06-01 35.1241560251800
1999-07-01 35.2117583345813
1999-08-01 34.9490313920536
1999-09-01 34.8180902842124
1999-10-01 35.2287788931432
1999-11-01 35.1400056978077
1999-12-01 35.2338053632291
2000-01-01 35.1079516931168
2000-02-01 35.1097102322632
2000-03-01 35.2483313323098
2000-04-01 35.4073761377570
2000-05-01 35.5063268120666
2000-06-01 35.6186998126262
2000-07-01 35.7094629462696
2000-08-01 35.5743498605064
2000-09-01 35.7353404960050
2000-10-01 35.6446718581227
2000-11-01 35.8200290522433
2000-12-01 35.6186910146816
2001-01-01 35.6962772876039
2001-02-01 35.9971816773591
2001-03-01 35.9439398198618
2001-04-01 36.0220600171443
2001-05-01 36.0141568457774
2001-06-01 36.1046504473182
2001-07-01 36.3210330859599
2001-08-01 36.4961453793945
2001-09-01 36.4522137299960
2001-10-01 36.5483753751322
2001-11-01 36.6922009201709
2001-12-01 36.9016982988687
2002-01-01 37.0923922932740
2002-02-01 37.1873337624122
2002-03-01 37.2514311733225
2002-04-01 37.1370454041458
2002-05-01 37.2203187145610
2002-06-01 37.2946961631171
2002-07-01 37.3485119958159
2002-08-01 37.4010895260790
2002-09-01 37.4648568513768
2002-10-01 37.6327326526824
2002-11-01 37.7697067838497
2002-12-01 37.8796267865786
2003-01-01 38.0931701007267
2003-02-01 38.0866990019089
2003-03-01 38.1606208413187
2003-04-01 38.3607455808178
2003-05-01 38.5185093377443
2003-06-01 38.3782943665080
2003-07-01 38.6782734274800
2003-08-01 38.7968026799675
2003-09-01 38.9677017086307
2003-10-01 39.0127158311711
2003-11-01 39.0590019294616
2003-12-01 39.0535811362039
2004-01-01 39.2042578039113
2004-02-01 39.2998105024888
2004-03-01 39.2827161267083
2004-04-01 39.2693783030200
2004-05-01 39.4057716510560
2004-06-01 39.5580788745176
2004-07-01 39.6039909591962
2004-08-01 39.6884325486300
2004-09-01 39.8693872430955
2004-10-01 39.9949653981165
2004-11-01 40.1602663776458
2004-12-01 40.3286456690270
2005-01-01 40.4269159421182
2005-02-01 40.5186915677710
2005-03-01 40.7116899869163
2005-04-01 41.0722944226952
2005-05-01 41.0865950073591
2005-06-01 41.0290044415728
2005-07-01 41.4163348490456
2005-08-01 41.6762383333685
2005-09-01 41.7624959578238
2005-10-01 42.0859870164203
2005-11-01 42.1710206404275
2005-12-01 42.2009905870638
2006-01-01 42.1536060487435
2006-02-01 42.1445322598064
2006-03-01 42.3423992949300
2006-04-01 42.3615993612888
2006-05-01 42.3648492634988
2006-06-01 42.5205073268846
2006-07-01 42.5154415948911
2006-08-01 42.5686384742734
2006-09-01 42.6716791471513
2006-10-01 42.5694901083788
2006-11-01 42.7817216331686
2006-12-01 42.7768519840361
2007-01-01 43.1642845249966
2007-02-01 43.4693275766281
2007-03-01 43.5644833304975
2007-04-01 43.6560484093666
2007-05-01 43.8555550959841
2007-06-01 43.9262494479812
2007-07-01 44.0104519319625
2007-08-01 44.0731830924957
2007-09-01 44.0827877448218
2007-10-01 44.0390387579650
2007-11-01 44.0752368345894
2007-12-01 44.2373102211477
2008-01-01 44.4649756843687
2008-02-01 44.6922188885986
2008-03-01 44.6843025034597
2008-04-01 44.9605369255235
2008-05-01 45.0561584907383
2008-06-01 45.1615414893829
2008-07-01 45.1019608084892
2008-08-01 45.2983809551110
2008-09-01 45.3924310082504
2008-10-01 44.9880348955812
2008-11-01 45.1405509220686
2008-12-01 45.2980024157569
2009-01-01 45.3572520945256
2009-02-01 45.3120206395501
2009-03-01 45.4009025806829
2009-04-01 45.4685256025650
2009-05-01 45.5764899210018
2009-06-01 45.6046124148074
2009-07-01 45.8089471338599
2009-08-01 45.7353565151646
2009-09-01 45.7920735666745
2009-10-01 45.9243935777267
2009-11-01 45.8910674822886
2009-12-01 45.9520699835362
2010-01-01 45.8504922467520
2010-02-01 45.7376213237767
2010-03-01 45.7100353353053
2010-04-01 45.6821320401574
2010-05-01 45.7038740202668
2010-06-01 45.7604374582337
2010-07-01 45.8087935332817
2010-08-01 45.8706298210309
2010-09-01 45.8867870310028
2010-10-01 46.0717324350173
2010-11-01 46.1302062698263
2010-12-01 46.0154689356019
2011-01-01 46.1548833183713
2011-02-01 45.7545056315424
2011-03-01 45.9133872812085
2011-04-01 46.3995901996823
2011-05-01 45.7324885823748
2011-06-01 45.4986396975236
2011-07-01 46.7182107011450
2011-08-01 46.4868149496484
2011-09-01 46.6781426374339
2011-10-01 46.9447417759043
2011-11-01 47.0715613945325
2011-12-01 46.8827305770357
2012-01-01 46.9693169649133
2012-02-01 47.0588047823027
2012-03-01 47.3224858851346
2012-04-01 47.5253546077361
2012-05-01 47.5464538201928
2012-06-01 47.7251998911706
2012-07-01 47.6208554654382
2012-08-01 47.7876151192348
2012-09-01 47.9748466665159
2012-10-01 48.0444136880494
2012-11-01 47.9323588398072
2012-12-01 48.0690030185058
2013-01-01 47.9807984426667
2013-02-01 48.0312770255742
2013-03-01 48.1326380452791
2013-04-01 48.2332924259523
2013-05-01 48.3511389688381
2013-06-01 48.4388764079581
2013-07-01 48.7327599668047
2013-08-01 48.7773741893616
2013-09-01 48.9800541039095
2013-10-01 48.7599623619213
2013-11-01 48.9245365050611
2013-12-01 48.8732474645066
2014-01-01 48.6764350230818
2014-02-01 48.9873280699414
2014-03-01 49.0389611023339
2014-04-01 49.0347617927877
2014-05-01 49.1437026961504
2014-06-01 49.2617360292119
2014-07-01 49.2315783368936
2014-08-01 49.4695292396967
2014-09-01 49.4938030688659
2014-10-01 49.6777859251524
2014-11-01 50.0359152148626
2014-12-01 50.1908939222520
2015-01-01 50.2657914648586
2015-02-01 50.4345741620450
2015-03-01 50.5463084331281
2015-04-01 50.6212225683876
2015-05-01 50.9411611246850
2015-06-01 51.0806172196448
2015-07-01 51.2344304951795
2015-08-01 51.4656205469052
2015-09-01 51.6147375350970
2015-10-01 51.9819711729689
2015-11-01 52.1503065591825
2015-12-01 52.2081117892194
2016-01-01 52.6482787283960
2016-02-01 52.8824772237140
2016-03-01 52.9524293293202
2016-04-01 53.2060129450310
2016-05-01 53.2406696704338
2016-06-01 53.4200951419507
2016-07-01 53.6305018932218
2016-08-01 53.6626947054904
2016-09-01 55.2414402393948
2016-10-01 55.2703891843480
2016-11-01 55.3653861455919
2016-12-01 55.3146106215343
2017-01-01 55.7224261819884
2017-02-01 55.8332005712055
2017-03-01 56.1656465970040
2017-04-01 56.1812528716392
2017-05-01 56.4641129973758
2017-06-01 56.5672907790244
2017-07-01 56.7278556061218
2017-08-01 56.9520507837237
2017-09-01 57.1722613026825
2017-10-01 57.2451472549602
2017-11-01 57.2810566897537
2017-12-01 57.3284646709127
2018-01-01 57.4819312476482
2018-02-01 57.6969374673682
2018-03-01 57.8647714354549
2018-04-01 58.1652999037504
2018-05-01 58.1930379209408
2018-06-01 58.4261273939758
2018-07-01 58.3202186397477
2018-08-01 58.3383954889779
2018-09-01 58.5979239170858
2018-10-01 58.7159993069322
2018-11-01 58.8744748097993
2018-12-01 59.0421920752054
2019-01-01 59.1459408267430
2019-02-01 59.3750759216377
2019-03-01 59.4796568571918
2019-04-01 59.5561603684411
2019-05-01 59.6260517723305
2019-06-01 59.5684451013019
2019-07-01 59.8118899347759
2019-08-01 59.9246550935642
2019-09-01 59.8239113376581
2019-10-01 59.8823964400379
2019-11-01 60.0498251544512
2019-12-01 60.3579820324873
2020-01-01 60.4138651637227
2020-02-01 60.5732366775651
2020-03-01 60.1901228992221
2020-04-01 52.4394503226059
2020-05-01 56.0318823836804
2020-06-01 57.7893687739636
2020-07-01 58.4053560643621
2020-08-01 58.9211190162750
2020-09-01 59.0396219208337
2020-10-01 59.5730508105913
2020-11-01 59.7308596913772
2020-12-01 59.8744273791125
2021-01-01 60.3910689924539
2021-02-01 60.2690877359813
2021-03-01 61.0038785302745
2021-04-01 61.1669582727838
2021-05-01 61.2609780496941
2021-06-01 61.4036236035568
2021-07-01 61.4904329489976
2021-08-01 61.5132125255795
2021-09-01 60.9467494920007
2021-10-01 61.8610091488540
2021-11-01 62.0002786483952
2021-12-01 62.1863589819972
2022-01-01 61.6876545477454
2022-02-01 62.0725845945326
2022-03-01 62.1018937697862
2022-04-01 62.4701951475550
2022-05-01 62.7678668905275
2022-06-01 62.8946498269300
2022-07-01 63.1880485468990
2022-08-01 63.3124153566300
2022-09-01 63.5410841274005
2022-10-01 63.8758848431399
2022-11-01 63.9817316051097
2022-12-01 64.1940519507185
2023-01-01 64.5064881708242
2023-02-01 64.5666866591171
2023-03-01 64.9068579887550
2023-04-01 65.1636290129934
2023-05-01 65.4809027877280
2023-06-01 65.9730384950480
2023-07-01 65.7913733948292
2023-08-01 65.9131001671463
2023-09-01 66.1387697345647
2023-10-01 66.0937570290147
2023-11-01 66.3740125693226
2023-12-01 66.7012833855774
2024-01-01 66.6234746968330
2024-02-01 67.0561375165917
2024-03-01 67.1967322031072
2024-04-01 67.1482454216527
2024-05-01 67.1865918644959
2024-06-01 67.4537565110961
2024-07-01 67.6022658651584
2024-08-01 67.8080280882436
2024-09-01 68.0386247398479
2024-10-01 68.2261526105109
2024-11-01 68.5792052271618
2024-12-01 68.4911838255307
2025-01-01 68.6376992864880
2025-02-01 68.9352883654386
2025-03-01 68.9806515201679
2025-04-01 69.1386592581660
2025-05-01 69.4097123797932
2025-06-01 69.2404468904090
2025-07-01 69.3136962552125
2025-08-01 69.4968448219111
2025-09-01 69.4467105613633
2025-10-01 69.5417685952168
2025-11-01 69.4838110893952
2025-12-01 69.6933410061914
2026-01-01 70.2448885989660
2026-02-01 69.9187563817420
2026-03-01 70.0655774679180
2026-04-01 70.2298043528693
2026-05-01 70.1229427379433
2026-06-01 70.5371139505059

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