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 2026-08-01
Last Updated 2026-09-18 10:54 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 21.9868281924
1990-02-01 22.1088201558
1990-03-01 22.1221750614
1990-04-01 22.2119771123
1990-05-01 22.2923310118
1990-06-01 22.4729847141
1990-07-01 22.4827924917
1990-08-01 22.7676194316
1990-09-01 22.8633622127
1990-10-01 22.9997126532
1990-11-01 23.0705562285
1990-12-01 23.1002823021
1991-01-01 23.5009360643
1991-02-01 23.6285939581
1991-03-01 23.7333547181
1991-04-01 23.9127683968
1991-05-01 24.0928802879
1991-06-01 24.1652865414
1991-07-01 24.0713822003
1991-08-01 24.3512337834
1991-09-01 24.5550950744
1991-10-01 24.7994430762
1991-11-01 24.9766542337
1991-12-01 25.0942497590
1992-01-01 25.2124551810
1992-02-01 25.2522829302
1992-03-01 25.4448766166
1992-04-01 25.5072711688
1992-05-01 25.6964263322
1992-06-01 25.8570844720
1992-07-01 26.0529618855
1992-08-01 26.1335080089
1992-09-01 26.2395541690
1992-10-01 26.3096863555
1992-11-01 26.4845897384
1992-12-01 26.5897801102
1993-01-01 26.6209455745
1993-02-01 26.7772551147
1993-03-01 26.9592992625
1993-04-01 26.9970537343
1993-05-01 27.1051518227
1993-06-01 27.0476224052
1993-07-01 27.3386684995
1993-08-01 27.5081234735
1993-09-01 27.6187182748
1993-10-01 27.8304742391
1993-11-01 27.8970052104
1993-12-01 27.8889545430
1994-01-01 28.3369721569
1994-02-01 28.2928031629
1994-03-01 28.4690082381
1994-04-01 28.7882285055
1994-05-01 28.9152664565
1994-06-01 29.0369083865
1994-07-01 29.2307844362
1994-08-01 29.3765877410
1994-09-01 29.4884777388
1994-10-01 29.5446061177
1994-11-01 29.7127030870
1994-12-01 29.7865926073
1995-01-01 30.2592157697
1995-02-01 30.4079074528
1995-03-01 30.4837381942
1995-04-01 30.5851918704
1995-05-01 30.6179994653
1995-06-01 30.8313070484
1995-07-01 30.9319795661
1995-08-01 30.9406910792
1995-09-01 31.1556106170
1995-10-01 31.2596920260
1995-11-01 31.4359052948
1995-12-01 31.4856177207
1996-01-01 31.3714922202
1996-02-01 31.6053597673
1996-03-01 31.0844621318
1996-04-01 31.2854390101
1996-05-01 31.4154016701
1996-06-01 31.6326129342
1996-07-01 31.6414483926
1996-08-01 31.8289804693
1996-09-01 31.8297321397
1996-10-01 31.9684451428
1996-11-01 32.2490317863
1996-12-01 32.1763578111
1997-01-01 33.2943612045
1997-02-01 33.5210154824
1997-03-01 33.6941380833
1997-04-01 33.7966611784
1997-05-01 33.9069987798
1997-06-01 33.9225154048
1997-07-01 34.1312494695
1997-08-01 34.4140174731
1997-09-01 34.6020878131
1997-10-01 34.6850953753
1997-11-01 34.6539538723
1997-12-01 34.7579131756
1998-01-01 34.8165662047
1998-02-01 34.9301581509
1998-03-01 34.9829368400
1998-04-01 34.9003849656
1998-05-01 35.1032543803
1998-06-01 35.0225457080
1998-07-01 35.1216219706
1998-08-01 35.2250119237
1998-09-01 35.1997385649
1998-10-01 35.2040649190
1998-11-01 35.1498905025
1998-12-01 35.2430006920
1999-01-01 35.3233441347
1999-02-01 35.2271294639
1999-03-01 35.1639369325
1999-04-01 35.2052643664
1999-05-01 35.0993022687
1999-06-01 35.1241363044
1999-07-01 35.2117824505
1999-08-01 34.9490835162
1999-09-01 34.8181699402
1999-10-01 35.2288861744
1999-11-01 35.1400445448
1999-12-01 35.2338871852
2000-01-01 35.1078775487
2000-02-01 35.1096258047
2000-03-01 35.2482682650
2000-04-01 35.4073290539
2000-05-01 35.5062987503
2000-06-01 35.6186917591
2000-07-01 35.7094831653
2000-08-01 35.5743818240
2000-09-01 35.7353860162
2000-10-01 35.6447336538
2000-11-01 35.8200476842
2000-12-01 35.6186893497
2001-01-01 35.6962620110
2001-02-01 35.9971387921
2001-03-01 35.9439095372
2001-04-01 36.0220389046
2001-05-01 36.0141475172
2001-06-01 36.1046475688
2001-07-01 36.3210411360
2001-08-01 36.4961652430
2001-09-01 36.4522343839
2001-10-01 36.5484056185
2001-11-01 36.6922056385
2001-12-01 36.9016922825
2002-01-01 37.0923861971
2002-02-01 37.1873084146
2002-03-01 37.2514215756
2002-04-01 37.1370395678
2002-05-01 37.2203169640
2002-06-01 37.2946933577
2002-07-01 37.3485148000
2002-08-01 37.4011001863
2002-09-01 37.4648646664
2002-10-01 37.6327455514
2002-11-01 37.7697084919
2002-12-01 37.8796231050
2003-01-01 38.0931697390
2003-02-01 38.0866858000
2003-03-01 38.1606183223
2003-04-01 38.3607440904
2003-05-01 38.5185083329
2003-06-01 38.3782892969
2003-07-01 38.6782728435
2003-08-01 38.7968097506
2003-09-01 38.9677050171
2003-10-01 39.0127199713
2003-11-01 39.0590073343
2003-12-01 39.0535826271
2004-01-01 39.2042596792
2004-02-01 39.2998031247
2004-03-01 39.2827140455
2004-04-01 39.2693763307
2004-05-01 39.4057680121
2004-06-01 39.5580696710
2004-07-01 39.6039893705
2004-08-01 39.6884344130
2004-09-01 39.8693916104
2004-10-01 39.9949698951
2004-11-01 40.1602845815
2004-12-01 40.3286467593
2005-01-01 40.4269155894
2005-02-01 40.5186887117
2005-03-01 40.7116855706
2005-04-01 41.0722879365
2005-05-01 41.0865861429
2005-06-01 41.0289892533
2005-07-01 41.4163253211
2005-08-01 41.6762312980
2005-09-01 41.7625301859
2005-10-01 42.0859964180
2005-11-01 42.1710612572
2005-12-01 42.2009911126
2006-01-01 42.1535994397
2006-02-01 42.1445141237
2006-03-01 42.3423724726
2006-04-01 42.3615753120
2006-05-01 42.3648349792
2006-06-01 42.5204976499
2006-07-01 42.5154400834
2006-08-01 42.5686357803
2006-09-01 42.6717532240
2006-10-01 42.5695124283
2006-11-01 42.7817941142
2006-12-01 42.7768537375
2007-01-01 43.1642625018
2007-02-01 43.4692648098
2007-03-01 43.5643928494
2007-04-01 43.6559785133
2007-05-01 43.8555378828
2007-06-01 43.9262770959
2007-07-01 44.0104938064
2007-08-01 44.0732069976
2007-09-01 44.0829154871
2007-10-01 44.0390823244
2007-11-01 44.0753455268
2007-12-01 44.2372979298
2008-01-01 44.4649772456
2008-02-01 44.6920764679
2008-03-01 44.6841046793
2008-04-01 44.9603027346
2008-05-01 45.0558918497
2008-06-01 45.1620671261
2008-07-01 45.1021259837
2008-08-01 45.2982436961
2008-09-01 45.3926452373
2008-10-01 44.9881414584
2008-11-01 45.1406748990
2008-12-01 45.2979507209
2009-01-01 45.3572799153
2009-02-01 45.3117862376
2009-03-01 45.4005734752
2009-04-01 45.4681111949
2009-05-01 45.5759682071
2009-06-01 45.6056546532
2009-07-01 45.8092990739
2009-08-01 45.7350531862
2009-09-01 45.7923634398
2009-10-01 45.9245528897
2009-11-01 45.8911787902
2009-12-01 45.9519717570
2010-01-01 45.8505490551
2010-02-01 45.7373096020
2010-03-01 45.7095975842
2010-04-01 45.6815544851
2010-05-01 45.7031011130
2010-06-01 45.7619866579
2010-07-01 45.8093181955
2010-08-01 45.8701536856
2010-09-01 45.8871337244
2010-10-01 46.0719186421
2010-11-01 46.1302698502
2010-12-01 46.0153370104
2011-01-01 46.1549273174
2011-02-01 45.7541631635
2011-03-01 45.9129031675
2011-04-01 46.3989780333
2011-05-01 45.7317231633
2011-06-01 45.5002174632
2011-07-01 46.7188422184
2011-08-01 46.4863551827
2011-09-01 46.6784784490
2011-10-01 46.9448918701
2011-11-01 47.0715677835
2011-12-01 46.8825698957
2012-01-01 46.9693528656
2012-02-01 47.0584805411
2012-03-01 47.3220362155
2012-04-01 47.5247717186
2012-05-01 47.5456772912
2012-06-01 47.7268561982
2012-07-01 47.6214935629
2012-08-01 47.7871339574
2012-09-01 47.9751563800
2012-10-01 48.0445066932
2012-11-01 47.9322799970
2012-12-01 48.0688152225
2013-01-01 47.9807817295
2013-02-01 48.0310203657
2013-03-01 48.1323034977
2013-04-01 48.2329061474
2013-05-01 48.3506518729
2013-06-01 48.4400662746
2013-07-01 48.7333415133
2013-08-01 48.7771469651
2013-09-01 48.9801911493
2013-10-01 48.7599126526
2013-11-01 48.9243846251
2013-12-01 48.8730441050
2014-01-01 48.6763258416
2014-02-01 48.9870899882
2014-03-01 49.0389890683
2014-04-01 49.0345416718
2014-05-01 49.1435075626
2014-06-01 49.2624586629
2014-07-01 49.2320434479
2014-08-01 49.4695510943
2014-09-01 49.4937475380
2014-10-01 49.6775907905
2014-11-01 50.0356959135
2014-12-01 50.1906752774
2015-01-01 50.2655801191
2015-02-01 50.4343572703
2015-03-01 50.5467069580
2015-04-01 50.6211223640
2015-05-01 50.9411741856
2015-06-01 51.0811600060
2015-07-01 51.2346853383
2015-08-01 51.4658534214
2015-09-01 51.6144415912
2015-10-01 51.9816517079
2015-11-01 52.1500559206
2015-12-01 52.2078777223
2016-01-01 52.6480344743
2016-02-01 52.8822603287
2016-03-01 52.9531874416
2016-04-01 53.2058924608
2016-05-01 53.2406010042
2016-06-01 53.4209561428
2016-07-01 53.6305386467
2016-08-01 53.6628216703
2016-09-01 55.2410269036
2016-10-01 55.2700208459
2016-11-01 55.3651391884
2016-12-01 55.3144308068
2017-01-01 55.7222773391
2017-02-01 55.8326018497
2017-03-01 56.1669879812
2017-04-01 56.1810944849
2017-05-01 56.4635765738
2017-06-01 56.5687928657
2017-07-01 56.7276988463
2017-08-01 56.9518877559
2017-09-01 57.1718539099
2017-10-01 57.2447578133
2017-11-01 57.2808999883
2017-12-01 57.3284427549
2018-01-01 57.4820408659
2018-02-01 57.6955421638
2018-03-01 57.8668028995
2018-04-01 58.1651753698
2018-05-01 58.1920813768
2018-06-01 58.4279094191
2018-07-01 58.3199243271
2018-08-01 58.3378315758
2018-09-01 58.5976456243
2018-10-01 58.7156803318
2018-11-01 58.8746383975
2018-12-01 59.0419937538
2019-01-01 59.1466430939
2019-02-01 59.3731917602
2019-03-01 59.4819276285
2019-04-01 59.5561606204
2019-05-01 59.6246439979
2019-06-01 59.5703991201
2019-07-01 59.8113391883
2019-08-01 59.9236143491
2019-09-01 59.8236828635
2019-10-01 59.8820909658
2019-11-01 60.0503238970
2019-12-01 60.3577625709
2020-01-01 60.4154558342
2020-02-01 60.5715232184
2020-03-01 60.1920868074
2020-04-01 52.4394926419
2020-05-01 56.0305327753
2020-06-01 57.7899238845
2020-07-01 58.4048457414
2020-08-01 58.9198727911
2020-09-01 59.0394221248
2020-10-01 59.5737021451
2020-11-01 59.7313496968
2020-12-01 59.8734378949
2021-01-01 60.3976967534
2021-02-01 60.2666459126
2021-03-01 61.0036749705
2021-04-01 61.1651331320
2021-05-01 61.2579141269
2021-06-01 61.4018958156
2021-07-01 61.4903078828
2021-08-01 61.5132662470
2021-09-01 60.9483549437
2021-10-01 61.8645511208
2021-11-01 62.0006464830
2021-12-01 62.1868132302
2022-01-01 61.7000107399
2022-02-01 62.0687072206
2022-03-01 62.0972539912
2022-04-01 62.4635798415
2022-05-01 62.7562800026
2022-06-01 62.8900606429
2022-07-01 63.1899619639
2022-08-01 63.3170431339
2022-09-01 63.5486460487
2022-10-01 63.8873198375
2022-11-01 63.9807105756
2022-12-01 64.1991626243
2023-01-01 64.5266448573
2023-02-01 64.5612274395
2023-03-01 64.8935709514
2023-04-01 65.1418881179
2023-05-01 65.4507483123
2023-06-01 65.9666141278
2023-07-01 65.7994319311
2023-08-01 65.9262057818
2023-09-01 66.1609177278
2023-10-01 66.1167407111
2023-11-01 66.3732818405
2023-12-01 66.7134807789
2024-01-01 66.6469519316
2024-02-01 67.0483970853
2024-03-01 67.1720907443
2024-04-01 67.1067211068
2024-05-01 67.1325662752
2024-06-01 67.4416633977
2024-07-01 67.6199901191
2024-08-01 67.8368896162
2024-09-01 68.0781268407
2024-10-01 68.2625576328
2024-11-01 68.5786222687
2024-12-01 68.5095053389
2025-01-01 68.6648237442
2025-02-01 68.9238513472
2025-03-01 68.9440556914
2025-04-01 69.0741051796
2025-05-01 69.3313037713
2025-06-01 69.2225130965
2025-07-01 69.3429551499
2025-08-01 69.5427127934
2025-09-01 69.5037453117
2025-10-01 69.5888250680
2025-11-01 69.4850494153
2025-12-01 69.7163487158
2026-01-01 70.2705168799
2026-02-01 69.9037069539
2026-03-01 70.0199330272
2026-04-01 70.1498018336
2026-05-01 70.0263941921
2026-06-01 70.3127248837
2026-07-01 69.8644035461
2026-08-01 69.5538437785

Back to Top