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 2024-11-01
Last Updated 2024-12-21 6:07 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 21.986754259388103
1990-02-01 22.108819972961303
1990-03-01 22.122177293342000
1990-04-01 22.211980294707200
1990-05-01 22.292334895135800
1990-06-01 22.472970185296898
1990-07-01 22.482725520477400
1990-08-01 22.767624699436897
1990-09-01 22.863368897316604
1990-10-01 22.999723822864900
1990-11-01 23.070574329881396
1990-12-01 23.100400776861600
1991-01-01 23.500848833691602
1991-02-01 23.628596822442997
1991-03-01 23.733356563493600
1991-04-01 23.912768463892200
1991-05-01 24.092880275488200
1991-06-01 24.165261539097198
1991-07-01 24.071314860716000
1991-08-01 24.351238265685000
1991-09-01 24.555104709723896
1991-10-01 24.799457674136500
1991-11-01 24.976674155406500
1991-12-01 25.094423723764300
1992-01-01 25.212348356647702
1992-02-01 25.252280633153100
1992-03-01 25.444867837000900
1992-04-01 25.507256227237500
1992-05-01 25.696408443965300
1992-06-01 25.857036147949902
1992-07-01 26.052906617411104
1992-08-01 26.133509686755700
1992-09-01 26.239571357797104
1992-10-01 26.309720261789900
1992-11-01 26.484633216083196
1992-12-01 26.590023975456100
1993-01-01 26.620793680113696
1993-02-01 26.777284665849900
1993-03-01 26.959236297064600
1993-04-01 26.996996261212303
1993-05-01 27.105102817149300
1993-06-01 27.047551813892103
1993-07-01 27.338622744611100
1993-08-01 27.508130312150000
1993-09-01 27.618759819861400
1993-10-01 27.830552864804698
1993-11-01 27.897075035669697
1993-12-01 27.889328658695200
1994-01-01 28.336731012655200
1994-02-01 28.292836725449902
1994-03-01 28.468870632733303
1994-04-01 28.788116222659397
1994-05-01 28.915178940992497
1994-06-01 29.036811666860700
1994-07-01 29.230756610467300
1994-08-01 29.376611879713202
1994-09-01 29.488555715292800
1994-10-01 29.544743713770000
1994-11-01 29.712812979858104
1994-12-01 29.787089344487100
1995-01-01 30.258871534980397
1995-02-01 30.407943826080200
1995-03-01 30.483512196143103
1995-04-01 30.585020359029603
1995-05-01 30.617876128192300
1995-06-01 30.831204849023198
1995-07-01 30.931961723217203
1995-08-01 30.940743712607304
1995-09-01 31.155733601599200
1995-10-01 31.259886208284100
1995-11-01 31.436037566071300
1995-12-01 31.486196434844200
1996-01-01 31.371089386057300
1996-02-01 31.605343722488104
1996-03-01 31.084195727077603
1996-04-01 31.285241007481105
1996-05-01 31.415261886145000
1996-06-01 31.632521699106398
1996-07-01 31.641452572802400
1996-08-01 31.829051877512104
1996-09-01 31.829882162244100
1996-10-01 31.968673201962300
1996-11-01 32.249176805297700
1996-12-01 32.176865445756604
1997-01-01 33.293958148777000
1997-02-01 33.520985115251300
1997-03-01 33.693838906759100
1997-04-01 33.796449366072100
1997-05-01 33.906859933257700
1997-06-01 33.922446051316600
1997-07-01 34.131268578291400
1997-08-01 34.414103824743700
1997-09-01 34.602253909381396
1997-10-01 34.685338373863694
1997-11-01 34.654081572297390
1997-12-01 34.758334472379300
1998-01-01 34.816224265583900
1998-02-01 34.930069179973500
1998-03-01 34.982685560654500
1998-04-01 34.900213406487300
1998-05-01 35.103146608823300
1998-06-01 35.022499894513100
1998-07-01 35.121657438045304
1998-08-01 35.225093656726900
1998-09-01 35.199880562974400
1998-10-01 35.204266694315600
1998-11-01 35.149983605238106
1998-12-01 35.243241001784604
1999-01-01 35.323122339056400
1999-02-01 35.227028442168400
1999-03-01 35.163768527410200
1999-04-01 35.205151548151605
1999-05-01 35.099236247170204
1999-06-01 35.124113685732304
1999-07-01 35.211816067080000
1999-08-01 34.949149020645500
1999-09-01 34.818268381289000
1999-10-01 35.229019493159400
1999-11-01 35.140092448232100
1999-12-01 35.233989447048800
2000-01-01 35.107778797158900
2000-02-01 35.109516059942500
2000-03-01 35.248188708806890
2000-04-01 35.407274299894400
2000-05-01 35.506266391036206
2000-06-01 35.618682531923206
2000-07-01 35.709510474946000
2000-08-01 35.574421947525200
2000-09-01 35.735442357706400
2000-10-01 35.644810433378204
2000-11-01 35.820070900170000
2000-12-01 35.618686577768800
2001-01-01 35.696241950554200
2001-02-01 35.997083649956700
2001-03-01 35.943871239170704
2001-04-01 36.022014108820706
2001-05-01 36.014136447576796
2001-06-01 36.104643872352796
2001-07-01 36.321051946543605
2001-08-01 36.496189956445400
2001-09-01 36.452259824147100
2001-10-01 36.548443133759605
2001-11-01 36.692211691556700
2001-12-01 36.901684825428300
2002-01-01 37.092378907384500
2002-02-01 37.187276269117400
2002-03-01 37.251409682275400
2002-04-01 37.137033015939600
2002-05-01 37.220314957170600
2002-06-01 37.294688300692000
2002-07-01 37.348518568202600
2002-08-01 37.401113302605296
2002-09-01 37.464874202688200
2002-10-01 37.632761634711500
2002-11-01 37.769711019617600
2002-12-01 37.879619014969400
2003-01-01 38.093170132407200
2003-02-01 38.086669348415796
2003-03-01 38.160615308589400
2003-04-01 38.360743144108300
2003-05-01 38.518506595331104
2003-06-01 38.378279672342200
2003-07-01 38.678271378664100
2003-08-01 38.796818376237600
2003-09-01 38.967709850193295
2003-10-01 39.012725872788500
2003-11-01 39.059015644110600
2003-12-01 39.053586869297796
2004-01-01 39.204262966609704
2004-02-01 39.299793723208790
2004-03-01 39.282710833608704
2004-04-01 39.269374169486600
2004-05-01 39.405761096881800
2004-06-01 39.558051724435600
2004-07-01 39.603985729128496
2004-08-01 39.688437195846504
2004-09-01 39.869399230298100
2004-10-01 39.994976649250000
2004-11-01 40.160317854461900
2004-12-01 40.328650493424504
2005-01-01 40.426914544289104
2005-02-01 40.518684296637600
2005-03-01 40.711677791996100
2005-04-01 41.072277108085900
2005-05-01 41.086569259102000
2005-06-01 41.028960011325395
2005-07-01 41.416306971644700
2005-08-01 41.676217359065700
2005-09-01 41.762594534724606
2005-10-01 42.086010581019700
2005-11-01 42.171135972557200
2005-12-01 42.200995428499700
2006-01-01 42.153589660551205
2006-02-01 42.144485776922700
2006-03-01 42.342327190630996
2006-04-01 42.361531089180900
2006-05-01 42.364802238078400
2006-06-01 42.520470390045900
2006-07-01 42.515430393566400
2006-08-01 42.568627333233710
2006-09-01 42.671893994941500
2006-10-01 42.569551681038400
2006-11-01 42.781928505924704
2006-12-01 42.776864914574105
2007-01-01 43.164233606750300
2007-02-01 43.469169183113500
2007-03-01 43.564243997713900
2007-04-01 43.655848827567205
2007-05-01 43.855481831907994
2007-06-01 43.926291432413300
2007-07-01 44.010543228042200
2007-08-01 44.073241879335800
2007-09-01 44.083160683927600
2007-10-01 44.039171533148300
2007-11-01 44.075548371071704
2007-12-01 44.237314098227900
2008-01-01 44.464973010912400
2008-02-01 44.691872970572900
2008-03-01 44.683828772986296
2008-04-01 44.959809075369996
2008-05-01 45.055488252314900
2008-06-01 45.162729373473500
2008-07-01 45.102397358013000
2008-08-01 45.298058128055494
2008-09-01 45.393053832314900
2008-10-01 44.988361244088710
2008-11-01 45.140921413384700
2008-12-01 45.297933668035796
2009-01-01 45.357300466465100
2009-02-01 45.311455716016400
2009-03-01 45.400128813567000
2009-04-01 45.467218220871800
2009-05-01 45.575202639294005
2009-06-01 45.606994164490500
2009-07-01 45.809850321450796
2009-08-01 45.734666150423500
2009-09-01 45.792942739260400
2009-10-01 45.924903615947100
2009-11-01 45.891424083617004
2009-12-01 45.951906099721500
2010-01-01 45.850590863406495
2010-02-01 45.736872603405400
2010-03-01 45.709014692019300
2010-04-01 45.680281646048000
2010-05-01 45.701984873458800
2010-06-01 45.763987026466104
2010-07-01 45.810098246465100
2010-08-01 45.869494425130500
2010-09-01 45.888052933787800
2010-10-01 46.072290829701096
2010-11-01 46.130421817380900
2010-12-01 46.015217813195200
2011-01-01 46.154971099975500
2011-02-01 45.753684263883600
2011-03-01 45.912246378866210
2011-04-01 46.397622779146500
2011-05-01 45.730567578477110
2011-06-01 45.502191002317495
2011-07-01 46.719653572875700
2011-08-01 46.485675345039600
2011-09-01 46.679650644648200
2011-10-01 46.945220426559100
2011-11-01 47.071640724671300
2011-12-01 46.882430614180500
2012-01-01 46.969438770209100
2012-02-01 47.058081227148705
2012-03-01 47.321473990681106
2012-04-01 47.523490339770900
2012-05-01 47.544386638834200
2012-06-01 47.728718402159900
2012-07-01 47.622090703690900
2012-08-01 47.786275644630790
2012-09-01 47.976563687563110
2012-10-01 48.044822901750900
2012-11-01 47.932330494192100
2012-12-01 48.068639904332294
2013-01-01 47.980967925448000
2013-02-01 48.030925003821494
2013-03-01 48.132051048121205
2013-04-01 48.232085011342790
2013-05-01 48.349551389668210
2013-06-01 48.440926010665905
2013-07-01 48.733218039997610
2013-08-01 48.775836557075500
2013-09-01 48.982047381602200
2013-10-01 48.760401728943700
2013-11-01 48.924586592953900
2013-12-01 48.872897622699696
2014-01-01 48.676505230464110
2014-02-01 48.987023164476100
2014-03-01 49.040340905392505
2014-04-01 49.033853357107404
2014-05-01 49.142365232831790
2014-06-01 49.262121360425205
2014-07-01 49.230989909803600
2014-08-01 49.467591373061600
2014-09-01 49.495966624847710
2014-10-01 49.678282084732890
2014-11-01 50.036045216369900
2014-12-01 50.190589221696100
2015-01-01 50.265888199295000
2015-02-01 50.434513064155700
2015-03-01 50.550043363141200
2015-04-01 50.620846641773400
2015-05-01 50.940329508316400
2015-06-01 51.078617864666010
2015-07-01 51.232901104463000
2015-08-01 51.462740985665600
2015-09-01 51.616649722802705
2015-10-01 51.982399228199900
2015-11-01 52.150518286788300
2015-12-01 52.208061799539095
2016-01-01 52.648923507093110
2016-02-01 52.883164622906000
2016-03-01 52.959130204435100
2016-04-01 53.205948412023710
2016-05-01 53.239630197004700
2016-06-01 53.416520516028700
2016-07-01 53.627999971615200
2016-08-01 53.658415680092496
2016-09-01 55.242158712735794
2016-10-01 55.269843305446500
2016-11-01 55.365327144975100
2016-12-01 55.315379862231900
2017-01-01 55.724637826534995
2017-02-01 55.833718170820800
2017-03-01 56.178999602319790
2017-04-01 56.182217187477100
2017-05-01 56.460950940014200
2017-06-01 56.561222523228500
2017-07-01 56.724703943103290
2017-08-01 56.945694713929800
2017-09-01 57.171644733614706
2017-10-01 57.242063912814800
2017-11-01 57.279658097303894
2017-12-01 57.327982526598994
2018-01-01 57.492876202772706
2018-02-01 57.698002472503400
2018-03-01 57.883786650066400
2018-04-01 58.166676896689900
2018-05-01 58.186481815216595
2018-06-01 58.416922627238290
2018-07-01 58.314918337213705
2018-08-01 58.329372924213710
2018-09-01 58.595120330101900
2018-10-01 58.711156085296295
2018-11-01 58.874253924598996
2018-12-01 59.033178375715500
2019-01-01 59.179916425150990
2019-02-01 59.379093402978896
2019-03-01 59.502848322885100
2019-04-01 59.556228901787605
2019-05-01 59.612309491195300
2019-06-01 59.550838590318000
2019-07-01 59.799756226523100
2019-08-01 59.910769502729394
2019-09-01 59.819260042581995
2019-10-01 59.878238210880205
2019-11-01 60.054632115154000
2019-12-01 60.345721458930400
2020-01-01 60.478851938983300
2020-02-01 60.587503936350004
2020-03-01 60.211929073315600
2020-04-01 52.437965927445795
2020-05-01 56.010429413261210
2020-06-01 57.747766967549104
2020-07-01 58.380801557295600
2020-08-01 58.897190355239900
2020-09-01 59.037675474595600
2020-10-01 59.571760808797800
2020-11-01 59.751375063180290
2020-12-01 59.863282080764100
2021-01-01 60.497657775508610
2021-02-01 60.303031652501900
2021-03-01 61.033182121225200
2021-04-01 61.158192914485596
2021-05-01 61.200416439488200
2021-06-01 61.320773952134600
2021-07-01 61.449337083218790
2021-08-01 61.469656869441300
2021-09-01 60.950820924700600
2021-10-01 61.873058247553300
2021-11-01 62.052519503131506
2021-12-01 62.178498715320200
2022-01-01 61.835367106425200
2022-02-01 62.145385255631396
2022-03-01 62.136523181434704
2022-04-01 62.451586591497710
2022-05-01 62.655802856420200
2022-06-01 62.758794744675290
2022-07-01 63.125250527539700
2022-08-01 63.251577033610400
2022-09-01 63.551766146702000
2022-10-01 63.906430184757205
2022-11-01 64.076267407304710
2022-12-01 64.182592609586700
2023-01-01 64.700783682119210
2023-02-01 64.686310844997000
2023-03-01 64.956589825417000
2023-04-01 65.035232863022500
2023-05-01 65.196126182568500
2023-06-01 65.589222153655700
2023-07-01 65.604266760949900
2023-08-01 65.736405635799900
2023-09-01 65.853328138055800
2023-10-01 65.946511148563600
2023-11-01 65.710013466603200
2023-12-01 66.690244427558200
2024-01-01 66.945495767406800
2024-02-01 67.624401262203800
2024-03-01 68.166792317120100
2024-04-01 68.720769096124710
2024-05-01 69.344708598213300
2024-06-01 69.728556475596400
2024-07-01 69.783060245373400
2024-08-01 70.709968693635090
2024-09-01 71.159962770898500
2024-10-01 71.578000393876800
2024-11-01 72.233184007025700

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