Federal Reserve Economic Data

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 2025-11-01
Last Updated 2026-01-08 12:38 AM CST
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 21.9868434564938
1990-02-01 22.1088148388854
1990-03-01 22.1221731925153
1990-04-01 22.2119643758260
1990-05-01 22.2923008852781
1990-06-01 22.4728252744438
1990-07-01 22.4827710914774
1990-08-01 22.7676104142550
1990-09-01 22.8633791726073
1990-10-01 22.9997348422851
1990-11-01 23.0705962474815
1990-12-01 23.1004178816331
1991-01-01 23.5010260779871
1991-02-01 23.6286214397953
1991-03-01 23.7333472572245
1991-04-01 23.9127132572862
1991-05-01 24.0927853588066
1991-06-01 24.1650307737433
1991-07-01 24.0713168711517
1991-08-01 24.3511863977144
1991-09-01 24.5551214837041
1991-10-01 24.7995517991757
1991-11-01 24.9768830042767
1991-12-01 25.0943434939367
1992-01-01 25.2127981890432
1992-02-01 25.2524104609008
1992-03-01 25.4448042851242
1992-04-01 25.5070337875123
1992-05-01 25.6961182351504
1992-06-01 25.8566046165051
1992-07-01 26.0527715587681
1992-08-01 26.1333691073089
1992-09-01 26.2395823406713
1992-10-01 26.3099925226664
1992-11-01 26.4851816860012
1992-12-01 26.5900262655667
1993-01-01 26.6215737724223
1993-02-01 26.7783876306934
1993-03-01 26.9583743363404
1993-04-01 26.9962415185332
1993-05-01 27.1044610952074
1993-06-01 27.0468760147755
1993-07-01 27.3382938599331
1993-08-01 27.5079320114974
1993-09-01 27.6188366152129
1993-10-01 27.8310591352880
1993-11-01 27.8982259478472
1993-12-01 27.8895181327799
1994-01-01 28.3378818241338
1994-02-01 28.2950234579637
1994-03-01 28.4670579696244
1994-04-01 28.7866428302921
1994-05-01 28.9140347538966
1994-06-01 29.0358705468264
1994-07-01 29.2301935825935
1994-08-01 29.3763613887122
1994-09-01 29.4887986978921
1994-10-01 29.5454879483353
1994-11-01 29.7145637133318
1994-12-01 29.7877025720147
1995-01-01 30.2602981222872
1995-02-01 30.4113332163151
1995-03-01 30.4806660132955
1995-04-01 30.5825280819715
1995-05-01 30.6163078037580
1995-06-01 30.8301487390560
1995-07-01 30.9312572878152
1995-08-01 30.9405341349914
1995-09-01 31.1562346117228
1995-10-01 31.2608222488486
1995-11-01 31.4382680449545
1995-12-01 31.4870619559663
1996-01-01 31.3726274539076
1996-02-01 31.6088902650767
1996-03-01 31.0812091425469
1996-04-01 31.2821729657800
1996-05-01 31.4135125065900
1996-06-01 31.6315426808019
1996-07-01 31.6407099517170
1996-08-01 31.8289020287492
1996-09-01 31.8305986476349
1996-10-01 31.9696640258683
1996-11-01 32.2513271397221
1996-12-01 32.1779855109188
1997-01-01 33.2952989649729
1997-02-01 33.5246272901651
1997-03-01 33.6906505331474
1997-04-01 33.7929276377164
1997-05-01 33.9051959217954
1997-06-01 33.9216801259320
1997-07-01 34.1306056444897
1997-08-01 34.4141282027473
1997-09-01 34.6031611063039
1997-10-01 34.6862705298848
1997-11-01 34.6559882768139
1997-12-01 34.7594167269256
1998-01-01 34.8171783778135
1998-02-01 34.9325791866701
1998-03-01 34.9803665966947
1998-04-01 34.8972083431533
1998-05-01 35.1018430188914
1998-06-01 35.0220332907731
1998-07-01 35.1211736643248
1998-08-01 35.2252253869838
1998-09-01 35.2007836369891
1998-10-01 35.2049798502246
1998-11-01 35.1512036818595
1998-12-01 35.2440720692222
1999-01-01 35.3236432424460
1999-02-01 35.2282710208678
1999-03-01 35.1625397188054
1999-04-01 35.2029339239264
1999-05-01 35.0984950950454
1999-06-01 35.1239162244660
1999-07-01 35.2115673675089
1999-08-01 34.9493524796728
1999-09-01 34.8189774379410
1999-10-01 35.2294992059315
1999-11-01 35.1407329374747
1999-12-01 35.2343167895323
2000-01-01 35.1080304343660
2000-02-01 35.1095417083333
2000-03-01 35.2479928507504
2000-04-01 35.4061105090234
2000-05-01 35.5059293193027
2000-06-01 35.6186171867698
2000-07-01 35.7093938940237
2000-08-01 35.5745736905292
2000-09-01 35.7358894205639
2000-10-01 35.6451158989906
2000-11-01 35.8202537280475
2000-12-01 35.6187766630260
2001-01-01 35.6962939101115
2001-02-01 35.9970366830019
2001-03-01 35.9437811803923
2001-04-01 36.0214966917911
2001-05-01 36.0140570525204
2001-06-01 36.1046148621877
2001-07-01 36.3210187707260
2001-08-01 36.4963197320546
2001-09-01 36.4524611462116
2001-10-01 36.5485898103256
2001-11-01 36.6922777858686
2001-12-01 36.9016640189286
2002-01-01 37.0923554981974
2002-02-01 37.1872042500881
2002-03-01 37.2513391814155
2002-04-01 37.1369741174250
2002-05-01 37.2202734990236
2002-06-01 37.2946483363622
2002-07-01 37.3484967605724
2002-08-01 37.4011763846238
2002-09-01 37.4649515996935
2002-10-01 37.6328208988874
2002-11-01 37.7697537877660
2002-12-01 37.8796059440856
2003-01-01 38.0931638361133
2003-02-01 38.0866344741890
2003-03-01 38.1605905976106
2003-04-01 38.3607330220044
2003-05-01 38.5184842201087
2003-06-01 38.3782109257781
2003-07-01 38.6782599016174
2003-08-01 38.7968467656396
2003-09-01 38.9677366333460
2003-10-01 39.0127559652407
2003-11-01 39.0590733927992
2003-12-01 39.0536185319438
2004-01-01 39.2042706321918
2004-02-01 39.2997735289253
2004-03-01 39.2826924083340
2004-04-01 39.2693714593609
2004-05-01 39.4057215589869
2004-06-01 39.5579371393553
2004-07-01 39.6039583051206
2004-08-01 39.6884431873358
2004-09-01 39.8694319102608
2004-10-01 39.9949960645749
2004-11-01 40.1605319930010
2004-12-01 40.3286817400539
2005-01-01 40.4269028465376
2005-02-01 40.5186642806335
2005-03-01 40.7116381073326
2005-04-01 41.0722292546146
2005-05-01 41.0864760121782
2005-06-01 41.0287844863484
2005-07-01 41.4162010143718
2005-08-01 41.6761356841186
2005-09-01 41.7629233828670
2005-10-01 42.0860578024216
2005-11-01 42.1716046534359
2005-12-01 42.2010541652192
2006-01-01 42.1535469210137
2006-02-01 42.1443360146656
2006-03-01 42.3420681144445
2006-04-01 42.3612735483666
2006-05-01 42.3645933466282
2006-06-01 42.5202833566682
2006-07-01 42.5153620803857
2006-08-01 42.5685797396060
2006-09-01 42.6726366829918
2006-10-01 42.5697536034749
2006-11-01 42.7827817993151
2006-12-01 42.7770228797689
2007-01-01 43.1641375570088
2007-02-01 43.4686631758545
2007-03-01 43.5633765493151
2007-04-01 43.6550391836117
2007-05-01 43.8550530633879
2007-06-01 43.9262626477896
2007-07-01 44.0107670530325
2007-08-01 44.0734481910050
2007-09-01 44.0844866392186
2007-10-01 44.0397219703282
2007-11-01 44.0768731375695
2007-12-01 44.2376840945583
2008-01-01 44.4650358348291
2008-02-01 44.6907975082856
2008-03-01 44.6825744371153
2008-04-01 44.9561441967096
2008-05-01 45.0534610022340
2008-06-01 45.1657558634096
2008-07-01 45.1041358615528
2008-08-01 45.2968490873693
2008-09-01 45.3955121744847
2008-10-01 44.9897225717628
2008-11-01 45.1426225250890
2008-12-01 45.2983317585635
2009-01-01 45.3575307496496
2009-02-01 45.3097000633291
2009-03-01 45.3982381955967
2009-04-01 45.4604547079543
2009-05-01 45.5714845879300
2009-06-01 45.6132338501757
2009-07-01 45.8133197450265
2009-08-01 45.7321902351969
2009-09-01 45.7966282642739
2009-10-01 45.9271250014864
2009-11-01 45.8932465271365
2009-12-01 45.9522682841495
2010-01-01 45.8509653808181
2010-02-01 45.7345330956218
2010-03-01 45.7066401018786
2010-04-01 45.6705174707109
2010-05-01 45.6966465297225
2010-06-01 45.7733608287003
2010-07-01 45.8150166673282
2010-08-01 45.8653370981659
2010-09-01 45.8940387410569
2010-10-01 46.0747399040806
2010-11-01 46.1318300496966
2010-12-01 46.0154027750782
2011-01-01 46.1553206987298
2011-02-01 45.7510309910870
2011-03-01 45.9092988390736
2011-04-01 46.3872009570728
2011-05-01 45.7249569222336
2011-06-01 45.5115021807018
2011-07-01 46.7247730160951
2011-08-01 46.4815217046092
2011-09-01 46.6872253873108
2011-10-01 46.9474295585029
2011-11-01 47.0728704841153
2011-12-01 46.8824658406313
2012-01-01 46.9697681262599
2012-02-01 47.0556000057309
2012-03-01 47.3189071936773
2012-04-01 47.5124207533367
2012-05-01 47.5385366052341
2012-06-01 47.7380390296885
2012-07-01 47.6266579858675
2012-08-01 47.7814380175824
2012-09-01 47.9856619317208
2012-10-01 48.0467399544160
2012-11-01 47.9334972086227
2012-12-01 48.0683583288275
2013-01-01 47.9812368321227
2013-02-01 48.0291051420002
2013-03-01 48.1299774099596
2013-04-01 48.2231363274228
2013-05-01 48.3450947300770
2013-06-01 48.4466260461977
2013-07-01 48.7354082945129
2013-08-01 48.7710987448029
2013-09-01 48.9916930611728
2013-10-01 48.7625069593700
2013-11-01 48.9262580606849
2013-12-01 48.8724451844808
2014-01-01 48.6768235637182
2014-02-01 48.9860345575035
2014-03-01 49.0390718115818
2014-04-01 49.0271357146754
2014-05-01 49.1400659656218
2014-06-01 49.2638791182609
2014-07-01 49.2303095706741
2014-08-01 49.4625872964414
2014-09-01 49.5058374254026
2014-10-01 49.6804785767833
2014-11-01 50.0379702126950
2014-12-01 50.1899650500911
2015-01-01 50.2661045130583
2015-02-01 50.4341174994088
2015-03-01 50.5495523342941
2015-04-01 50.6174121962645
2015-05-01 50.9408100073482
2015-06-01 51.0772390250724
2015-07-01 51.2304118507359
2015-08-01 51.4557259300304
2015-09-01 51.6254530589016
2015-10-01 51.9848277728150
2015-11-01 52.1524860224560
2015-12-01 52.2069674706399
2016-01-01 52.6489716130592
2016-02-01 52.8832158963471
2016-03-01 52.9602347223216
2016-04-01 53.2043807250954
2016-05-01 53.2428315367572
2016-06-01 53.4163435628176
2016-07-01 53.6257740074149
2016-08-01 53.6477644245835
2016-09-01 55.2482637569301
2016-10-01 55.2715039026572
2016-11-01 55.3659201237410
2016-12-01 55.3120756720792
2017-01-01 55.7241359314768
2017-02-01 55.8370041165439
2017-03-01 56.1796804482401
2017-04-01 56.1837285161827
2017-05-01 56.4688533922201
2017-06-01 56.5685756631215
2017-07-01 56.7197240745442
2017-08-01 56.9290035116542
2017-09-01 57.1731577664355
2017-10-01 57.2412349658035
2017-11-01 57.2771440362449
2017-12-01 57.3217049352643
2018-01-01 57.4977222245498
2018-02-01 57.7029947986661
2018-03-01 57.8830113238253
2018-04-01 58.1712219666517
2018-05-01 58.2000861502583
2018-06-01 58.4332980532489
2018-07-01 58.3075085578527
2018-08-01 58.3097711201442
2018-09-01 58.5928985738631
2018-10-01 58.7028442856829
2018-11-01 58.8632229393959
2018-12-01 59.0268330498076
2019-01-01 59.1933555667034
2019-02-01 59.3811355409043
2019-03-01 59.4982169528706
2019-04-01 59.5646040065308
2019-05-01 59.6338111023963
2019-06-01 59.5813430568316
2019-07-01 59.7945782483592
2019-08-01 59.8901376813469
2019-09-01 59.8120026290403
2019-10-01 59.8580892532630
2019-11-01 60.0294434343918
2019-12-01 60.3333007192279
2020-01-01 60.5095604083455
2020-02-01 60.5785863066776
2020-03-01 60.2053287597225
2020-04-01 52.4473635205685
2020-05-01 56.0382681026477
2020-06-01 57.7998282337943
2020-07-01 58.3844210372439
2020-08-01 58.8867647529685
2020-09-01 59.0224190742550
2020-10-01 59.5240182492052
2020-11-01 59.7074745595868
2020-12-01 59.8476042913112
2021-01-01 60.5353049704573
2021-02-01 60.2799183498603
2021-03-01 61.0217414270162
2021-04-01 61.1765823602341
2021-05-01 61.2602506074220
2021-06-01 61.4129776613078
2021-07-01 61.4561829017603
2021-08-01 61.4691258562865
2021-09-01 60.9265712481687
2021-10-01 61.7701076332816
2021-11-01 61.9796815795119
2021-12-01 62.1606228390915
2022-01-01 61.8872583604460
2022-02-01 62.1017436786051
2022-03-01 62.1350102416790
2022-04-01 62.4954672844248
2022-05-01 62.7479427302644
2022-06-01 62.8866897412209
2022-07-01 63.1284765402781
2022-08-01 63.2578094003738
2022-09-01 63.5084050402319
2022-10-01 63.7301203023006
2022-11-01 63.9709262172363
2022-12-01 64.1874938743755
2023-01-01 64.7619863292434
2023-02-01 64.6242556513239
2023-03-01 64.9734316623465
2023-04-01 65.2185175638793
2023-05-01 65.4295882307131
2023-06-01 65.9404253953724
2023-07-01 65.6973963798967
2023-08-01 65.8378659365398
2023-09-01 66.0840176316921
2023-10-01 65.8970612030612
2023-11-01 66.3710088436424
2023-12-01 66.7224536778864
2024-01-01 66.9228456542917
2024-02-01 67.1484617070493
2024-03-01 67.3057483301582
2024-04-01 67.2443748775426
2024-05-01 67.1031539141317
2024-06-01 67.1885655132359
2024-07-01 67.3722501688381
2024-08-01 67.6157551206745
2024-09-01 67.7567137942348
2024-10-01 68.1794490495083
2024-11-01 68.4857299661999
2024-12-01 68.3493572477038
2025-01-01 68.8616356339309
2025-02-01 69.6633354046930
2025-03-01 69.5367128337449
2025-04-01 69.9726181887153
2025-05-01 70.6976693370704
2025-06-01 71.4579044748072
2025-07-01 71.4430848225018
2025-08-01 71.6734906171042
2025-09-01 71.8434223257321
2025-10-01 71.8481101507464
2025-11-01 71.6861681656529

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