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 2024-10-01
Last Updated 2024-11-20 6:02 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 21.986791730582700
1990-02-01 22.108819250566500
1990-03-01 22.122175455339303
1990-04-01 22.211977762749800
1990-05-01 22.292331542493400
1990-06-01 22.472971645514600
1990-07-01 22.482754318971000
1990-08-01 22.767621006324600
1990-09-01 22.863365699183998
1990-10-01 22.999719549649200
1990-11-01 23.070568297241604
1990-12-01 23.100353258168802
1991-01-01 23.500893554643397
1991-02-01 23.628596188978300
1991-03-01 23.733354750855300
1991-04-01 23.912765828681998
1991-05-01 24.092876541311604
1991-06-01 24.165264729620300
1991-07-01 24.071342215691400
1991-08-01 24.351233668989500
1991-09-01 24.555100251002198
1991-10-01 24.799453891749900
1991-11-01 24.976672286541200
1991-12-01 25.094354871616300
1992-01-01 25.212407483608498
1992-02-01 25.252285555282302
1992-03-01 25.444868829029698
1992-04-01 25.507254430821200
1992-05-01 25.696405729198297
1992-06-01 25.857042805159804
1992-07-01 26.052924437847900
1992-08-01 26.133503354276500
1992-09-01 26.239562723089900
1992-10-01 26.309712657613100
1992-11-01 26.484630916076103
1992-12-01 26.589934794238300
1993-01-01 26.620877992132200
1993-02-01 26.777310755838000
1993-03-01 26.959233620836000
1993-04-01 26.996994793065802
1993-05-01 27.105101948351802
1993-06-01 27.047560518937697
1993-07-01 27.338630464449500
1993-08-01 27.508119793984400
1993-09-01 27.618742929582300
1993-10-01 27.830533717988700
1993-11-01 27.897071737107000
1993-12-01 27.889196064904700
1994-01-01 28.336865150146497
1994-02-01 28.292900598589302
1994-03-01 28.468868427644402
1994-04-01 28.788115183118300
1994-05-01 28.915178698495303
1994-06-01 29.036822647409895
1994-07-01 29.230749693754900
1994-08-01 29.376592661928200
1994-09-01 29.488526548316603
1994-10-01 29.544707692929602
1994-11-01 29.712802416336004
1994-12-01 29.786919777729100
1995-01-01 30.259059883724700
1995-02-01 30.408051191829400
1995-03-01 30.483512777579900
1995-04-01 30.585018113263100
1995-05-01 30.617876859950600
1995-06-01 30.831213202976198
1995-07-01 30.931946342114000
1995-08-01 30.940714112965498
1995-09-01 31.155691321693002
1995-10-01 31.259832722395895
1995-11-01 31.436021486004700
1995-12-01 31.485998692413897
1996-01-01 31.371311675711603
1996-02-01 31.605480589824500
1996-03-01 31.084209589439396
1996-04-01 31.285239781432000
1996-05-01 31.415263386730300
1996-06-01 31.632525867966297
1996-07-01 31.641426950554000
1996-08-01 31.829016496485100
1996-09-01 31.829831646558500
1996-10-01 31.968606899227300
1996-11-01 32.249151668167900
1996-12-01 32.176698366049300
1997-01-01 33.294177550249700
1997-02-01 33.521133033685300
1997-03-01 33.693860338602300
1997-04-01 33.796448623599890
1997-05-01 33.906863170982696
1997-06-01 33.922446551946100
1997-07-01 34.131238726324100
1997-08-01 34.414067218642300
1997-09-01 34.602201207895500
1997-10-01 34.685264768212800
1997-11-01 34.654054047894700
1997-12-01 34.758195000876796
1998-01-01 34.816410213807700
1998-02-01 34.930203226839200
1998-03-01 34.982717197219000
1998-04-01 34.900214944145006
1998-05-01 35.103148950249000
1998-06-01 35.022499298367200
1998-07-01 35.121626005646500
1998-08-01 35.225062183153895
1998-09-01 35.199836792028900
1998-10-01 35.204203551164300
1998-11-01 35.149959038096900
1998-12-01 35.243163843632104
1999-01-01 35.323241998772396
1999-02-01 35.227122125092500
1999-03-01 35.163801153340900
1999-04-01 35.205153631053100
1999-05-01 35.099238615417000
1999-06-01 35.124112374017600
1999-07-01 35.211792312937895
1999-08-01 34.949126306773100
1999-09-01 34.818239375876700
1999-10-01 35.228977109194300
1999-11-01 35.140078201439800
1999-12-01 35.233954820514704
2000-01-01 35.107834224740300
2000-02-01 35.109568626899700
2000-03-01 35.248218641005700
2000-04-01 35.407278446635296
2000-05-01 35.506268295069300
2000-06-01 35.618680888063500
2000-07-01 35.709493743014896
2000-08-01 35.574408198498500
2000-09-01 35.735425204503000
2000-10-01 35.644785653651795
2000-11-01 35.820062939115200
2000-12-01 35.618689990727894
2001-01-01 35.696252823169000
2001-02-01 35.997108527943500
2001-03-01 35.943886494663000
2001-04-01 36.022017789140000
2001-05-01 36.014138239893000
2001-06-01 36.104642926064500
2001-07-01 36.321045034285795
2001-08-01 36.496182069030300
2001-09-01 36.452252389691900
2001-10-01 36.548431107633900
2001-11-01 36.692208694248290
2001-12-01 36.901687473969204
2002-01-01 37.092381665485700
2002-02-01 37.187289869259790
2002-03-01 37.251414197166795
2002-04-01 37.137035907586400
2002-05-01 37.220315352926995
2002-06-01 37.294687746985500
2002-07-01 37.348515607795290
2002-08-01 37.401108921689000
2002-09-01 37.464871389122900
2002-10-01 37.632756822099710
2002-11-01 37.769710224366000
2002-12-01 37.879621097961000
2003-01-01 38.093170283589700
2003-02-01 38.086676531713710
2003-03-01 38.160616251466900
2003-04-01 38.360744183196500
2003-05-01 38.518506281519500
2003-06-01 38.378278702609600
2003-07-01 38.678270744454800
2003-08-01 38.796815356019200
2003-09-01 38.967709239133100
2003-10-01 39.012725380430700
2003-11-01 39.059014639406600
2003-12-01 39.053588132113600
2004-01-01 39.204262291951300
2004-02-01 39.299797569430396
2004-03-01 39.282711162538206
2004-04-01 39.269375045834600
2004-05-01 39.405760463283600
2004-06-01 39.558049966041104
2004-07-01 39.603984803951796
2004-08-01 39.688436686831700
2004-09-01 39.869399182517500
2004-10-01 39.994976308514900
2004-11-01 40.160319874659706
2004-12-01 40.328651501475100
2005-01-01 40.426913721253500
2005-02-01 40.518684879153795
2005-03-01 40.711677856455900
2005-04-01 41.072277421989000
2005-05-01 41.086568007257500
2005-06-01 41.028957655743206
2005-07-01 41.416305399794700
2005-08-01 41.676216019360900
2005-09-01 41.762598654724300
2005-10-01 42.086010418577790
2005-11-01 42.171140696646400
2005-12-01 42.200997000381800
2006-01-01 42.153589314815000
2006-02-01 42.144485333967900
2006-03-01 42.342325302288610
2006-04-01 42.361528718700600
2006-05-01 42.364798757644800
2006-06-01 42.520466527964700
2006-07-01 42.515428045715105
2006-08-01 42.568625634021394
2006-09-01 42.671903268628995
2006-10-01 42.569553159392210
2006-11-01 42.781937380287500
2006-12-01 42.776868700334700
2007-01-01 43.164235350494096
2007-02-01 43.469167667469600
2007-03-01 43.564237898096100
2007-04-01 43.655839968219300
2007-05-01 43.855472748039500
2007-06-01 43.926284646608295
2007-07-01 44.010540397658794
2007-08-01 44.073241436704500
2007-09-01 44.083176845418800
2007-10-01 44.039177468576000
2007-11-01 44.075562953812800
2007-12-01 44.237323845565210
2008-01-01 44.464977453177400
2008-02-01 44.691871683510400
2008-03-01 44.683832070414800
2008-04-01 44.959753835053796
2008-05-01 45.055486827021895
2008-06-01 45.162710165917304
2008-07-01 45.102404777987296
2008-08-01 45.298061693184500
2008-09-01 45.393078126083200
2008-10-01 44.988375026033790
2008-11-01 45.140942060876704
2008-12-01 45.297949417698100
2009-01-01 45.357307241418500
2009-02-01 45.311454071931800
2009-03-01 45.400140196105400
2009-04-01 45.467113900761100
2009-05-01 45.575207993110700
2009-06-01 45.606962795223600
2009-07-01 45.809867748625500
2009-08-01 45.734676330137205
2009-09-01 45.792976825402100
2009-10-01 45.924926281567600
2009-11-01 45.891448344525300
2009-12-01 45.951926607377300
2010-01-01 45.850598713745100
2010-02-01 45.736870431203100
2010-03-01 45.709035262319100
2010-04-01 45.680130063828110
2010-05-01 45.701999339624610
2010-06-01 45.763944552344505
2010-07-01 45.810124889722500
2010-08-01 45.869508683273494
2010-09-01 45.888104067473500
2010-10-01 46.072316790360600
2010-11-01 46.130443905770800
2010-12-01 46.015238211053800
2011-01-01 46.154979920491100
2011-02-01 45.753680607289200
2011-03-01 45.912264180829400
2011-04-01 46.397464969576100
2011-05-01 45.730578165701500
2011-06-01 45.502145861460704
2011-07-01 46.719677294316504
2011-08-01 46.485690870272900
2011-09-01 46.679714883318006
2011-10-01 46.945247035285400
2011-11-01 47.071659378888290
2011-12-01 46.882449616400200
2012-01-01 46.969448773247500
2012-02-01 47.058079580096000
2012-03-01 47.321496315137790
2012-04-01 47.523339588726210
2012-05-01 47.544395234370896
2012-06-01 47.728662790683295
2012-07-01 47.622104611911000
2012-08-01 47.786283605140500
2012-09-01 47.976637396785300
2012-10-01 48.044848094636095
2012-11-01 47.932346589666700
2012-12-01 48.068654245085300
2013-01-01 47.980982818945100
2013-02-01 48.030933621114904
2013-03-01 48.132073295442600
2013-04-01 48.231991260316500
2013-05-01 48.349542940542500
2013-06-01 48.440863333641396
2013-07-01 48.733191136082600
2013-08-01 48.775800063309404
2013-09-01 48.982144191712100
2013-10-01 48.760434048442400
2013-11-01 48.924605570001795
2013-12-01 48.872916024634290
2014-01-01 48.676517553468706
2014-02-01 48.987026301342600
2014-03-01 49.040431828358500
2014-04-01 49.033801949165600
2014-05-01 49.142328663868000
2014-06-01 49.262044384184996
2014-07-01 49.230915874810705
2014-08-01 49.467498600988506
2014-09-01 49.496081314515900
2014-10-01 49.678320213689100
2014-11-01 50.036058002511610
2014-12-01 50.190599294009400
2015-01-01 50.265890002565300
2015-02-01 50.434514324817600
2015-03-01 50.550239253117400
2015-04-01 50.620891523096600
2015-05-01 50.940339833000000
2015-06-01 51.078517263309200
2015-07-01 51.232799157472805
2015-08-01 51.462460007733710
2015-09-01 51.616668862001800
2015-10-01 51.982338002947210
2015-11-01 52.150491480219790
2015-12-01 52.208131514294800
2016-01-01 52.649048647845795
2016-02-01 52.883296808627000
2016-03-01 52.959546589885100
2016-04-01 53.206109968249294
2016-05-01 53.239752609379700
2016-06-01 53.416398020739790
2016-07-01 53.627806005114400
2016-08-01 53.657775405032304
2016-09-01 55.241700430777705
2016-10-01 55.269358583729200
2016-11-01 55.365237932192200
2016-12-01 55.315777061191504
2017-01-01 55.725282841455900
2017-02-01 55.834286341531204
2017-03-01 56.180038472708205
2017-04-01 56.182325925459395
2017-05-01 56.460963751964800
2017-06-01 56.561586370109204
2017-07-01 56.723989972819700
2017-08-01 56.944136835604894
2017-09-01 57.170376968868300
2017-10-01 57.240829671815796
2017-11-01 57.278857754579604
2017-12-01 57.327685573622300
2018-01-01 57.498407745370294
2018-02-01 57.698693793009100
2018-03-01 57.884749818102996
2018-04-01 58.166421309616496
2018-05-01 58.186190255303000
2018-06-01 58.417605650140200
2018-07-01 58.313409475483290
2018-08-01 58.326844811063395
2018-09-01 58.592577734685900
2018-10-01 58.709009036989000
2018-11-01 58.872220716092100
2018-12-01 59.031264745007000
2019-01-01 59.194643551040600
2019-02-01 59.379240054709300
2019-03-01 59.503404420023790
2019-04-01 59.555657024417600
2019-05-01 59.611669037892600
2019-06-01 59.551403821553790
2019-07-01 59.796732648121996
2019-08-01 59.906452188858204
2019-09-01 59.814753230983110
2019-10-01 59.874996635434800
2019-11-01 60.051735007834800
2019-12-01 60.342945194829795
2020-01-01 60.504108164173600
2020-02-01 60.587953968095704
2020-03-01 60.212284352847010
2020-04-01 52.437587583678706
2020-05-01 56.009514945749700
2020-06-01 57.747127034336900
2020-07-01 58.375332432534600
2020-08-01 58.889919209652500
2020-09-01 59.029979333470790
2020-10-01 59.567177025556600
2020-11-01 59.749654605384800
2020-12-01 59.862428244349296
2021-01-01 60.530298830302200
2021-02-01 60.305398352161700
2021-03-01 61.035052417262705
2021-04-01 61.159069739945900
2021-05-01 61.199276978540105
2021-06-01 61.318065390910704
2021-07-01 61.440573832852294
2021-08-01 61.456582244241200
2021-09-01 60.934375955608000
2021-10-01 61.861500356718500
2021-11-01 62.062129577342795
2021-12-01 62.182815273521800
2022-01-01 61.872758476869900
2022-02-01 62.151250888461700
2022-03-01 62.140942770987610
2022-04-01 62.454392202308900
2022-05-01 62.655194703610790
2022-06-01 62.754104611283700
2022-07-01 63.113673070800890
2022-08-01 63.231913958064700
2022-09-01 63.524296156382100
2022-10-01 63.886811207146700
2022-11-01 64.093245795144900
2022-12-01 64.194745271429000
2023-01-01 64.741193868467600
2023-02-01 64.696940466420710
2023-03-01 64.965473003541600
2023-04-01 65.041424409785700
2023-05-01 65.197074840363500
2023-06-01 65.582989057574610
2023-07-01 65.590786021937800
2023-08-01 65.709994849006990
2023-09-01 65.813754250199900
2023-10-01 65.917274929728900
2023-11-01 65.732812961697800
2023-12-01 66.711847362801110
2024-01-01 66.984998364651390
2024-02-01 67.640870785211900
2024-03-01 68.180924885553400
2024-04-01 68.730544778779100
2024-05-01 69.347898717718110
2024-06-01 69.722293785847700
2024-07-01 69.768370725708110
2024-08-01 70.677606385889400
2024-09-01 71.110388982754400
2024-10-01 71.442209906903100

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