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 2024-08-01
Last Updated 2024-09-21 6:07 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 21.986801341817998
1990-02-01 22.108818767590500
1990-03-01 22.122174727323900
1990-04-01 22.211976780962500
1990-05-01 22.292330180455700
1990-06-01 22.472969888963300
1990-07-01 22.482759895034800
1990-08-01 22.767619683990800
1990-09-01 22.863364943372304
1990-10-01 22.999718952066900
1990-11-01 23.070567883350897
1990-12-01 23.100345563595000
1991-01-01 23.500905212603600
1991-02-01 23.628596321425100
1991-03-01 23.733353968281698
1991-04-01 23.912764211707500
1991-05-01 24.092874228667398
1991-06-01 24.165262124994396
1991-07-01 24.071346828931400
1991-08-01 24.351231643303400
1991-09-01 24.555099255778302
1991-10-01 24.799454226444002
1991-11-01 24.976674784053003
1991-12-01 25.094344147082700
1992-01-01 25.212424464094500
1992-02-01 25.252288182712302
1992-03-01 25.444867835181800
1992-04-01 25.507250581064100
1992-05-01 25.696400770498800
1992-06-01 25.857038073535400
1992-07-01 26.052925354608000
1992-08-01 26.133499741157898
1992-09-01 26.239560527895900
1992-10-01 26.309714166104100
1992-11-01 26.484637464937300
1992-12-01 26.589924302967600
1993-01-01 26.620902300133300
1993-02-01 26.777332331963500
1993-03-01 26.959220419079000
1993-04-01 26.996983348085102
1993-05-01 27.105092428752304
1993-06-01 27.047552975102700
1993-07-01 27.338626865522198
1993-08-01 27.508114536654000
1993-09-01 27.618740088940600
1993-10-01 27.830536278507500
1993-11-01 27.897082494113103
1993-12-01 27.889182578736502
1994-01-01 28.336903946244103
1994-02-01 28.292946306364500
1994-03-01 28.468841830266900
1994-04-01 28.788093952468800
1994-05-01 28.915162503354600
1994-06-01 29.036811740705200
1994-07-01 29.230740309483800
1994-08-01 29.376585187970800
1994-09-01 29.488522785262898
1994-10-01 29.544710616876300
1994-11-01 29.712816016487604
1994-12-01 29.786905881154000
1995-01-01 30.259113346859397
1995-02-01 30.408124345162800
1995-03-01 30.483471692389397
1995-04-01 30.584985291106200
1995-05-01 30.617854693395902
1995-06-01 30.831199681940397
1995-07-01 30.931933542083000
1995-08-01 30.940705431479397
1995-09-01 31.155687688569497
1995-10-01 31.259835204408997
1995-11-01 31.436035765655200
1995-12-01 31.485982378949600
1996-01-01 31.371375416970500
1996-02-01 31.605562396383100
1996-03-01 31.084169314842700
1996-04-01 31.285202750900100
1996-05-01 31.415238674442200
1996-06-01 31.632511783111802
1996-07-01 31.641411839082103
1996-08-01 31.829007675208803
1996-09-01 31.829827867291100
1996-10-01 31.968607651148100
1996-11-01 32.249162674097100
1996-12-01 32.176687997456200
1997-01-01 33.294239470833304
1997-02-01 33.521219054833495
1997-03-01 33.693818737687700
1997-04-01 33.796409383963900
1997-05-01 33.906839703684504
1997-06-01 33.922434210210300
1997-07-01 34.131223727283896
1997-08-01 34.414060381403000
1997-09-01 34.602199018362500
1997-10-01 34.685263732791300
1997-11-01 34.654060394962805
1997-12-01 34.758185888212196
1998-01-01 34.816462640188400
1998-02-01 34.930269907456700
1998-03-01 34.982690699214600
1998-04-01 34.900184501680500
1998-05-01 35.103130627201500
1998-06-01 35.022490596093300
1998-07-01 35.121613021850500
1998-08-01 35.225057681147796
1998-09-01 35.199835712211794
1998-10-01 35.204201433526290
1998-11-01 35.149960874596800
1998-12-01 35.243160123952400
1999-01-01 35.323275414801600
1999-02-01 35.227161596230296
1999-03-01 35.163790463131700
1999-04-01 35.205134299075205
1999-05-01 35.099227970028800
1999-06-01 35.124107463730900
1999-07-01 35.211783751157704
1999-08-01 34.949124261146600
1999-09-01 34.818239453758800
1999-10-01 35.228975296249104
1999-11-01 35.140078146291700
1999-12-01 35.233952128075200
2000-01-01 35.107850419976700
2000-02-01 35.109581032018500
2000-03-01 35.248222571675000
2000-04-01 35.407271011375400
2000-05-01 35.506263532874705
2000-06-01 35.618678264138600
2000-07-01 35.709488374850600
2000-08-01 35.574407052530400
2000-09-01 35.735424903459600
2000-10-01 35.644784377762400
2000-11-01 35.820062257801300
2000-12-01 35.618691596211900
2001-01-01 35.696255842418600
2001-02-01 35.997113791326200
2001-03-01 35.943888894240104
2001-04-01 36.022015498516900
2001-05-01 36.014137321914504
2001-06-01 36.104641800998000
2001-07-01 36.321042740640200
2001-08-01 36.496181737445600
2001-09-01 36.452252447428900
2001-10-01 36.548430537144000
2001-11-01 36.692207944678394
2001-12-01 36.901687736522100
2002-01-01 37.092381963418000
2002-02-01 37.187292349167400
2002-03-01 37.251414775390295
2002-04-01 37.137036330161000
2002-05-01 37.220315215063100
2002-06-01 37.294686889334706
2002-07-01 37.348514491027900
2002-08-01 37.401108666156700
2002-09-01 37.464871410777400
2002-10-01 37.632756754207800
2002-11-01 37.769710101140205
2002-12-01 37.879621511283000
2003-01-01 38.093170278615800
2003-02-01 38.086677875635500
2003-03-01 38.160616266172300
2003-04-01 38.360744447917796
2003-05-01 38.518505903556000
2003-06-01 38.378277171844900
2003-07-01 38.678270274445204
2003-08-01 38.796815118520500
2003-09-01 38.967709565051610
2003-10-01 39.012725940327600
2003-11-01 39.059015150506895
2003-12-01 39.053589115672800
2004-01-01 39.204262278513800
2004-02-01 39.299798229909900
2004-03-01 39.282710930845700
2004-04-01 39.269375124968400
2004-05-01 39.405759386015700
2004-06-01 39.558047187147004
2004-07-01 39.603983971371200
2004-08-01 39.688436777416705
2004-09-01 39.869400037851290
2004-10-01 39.994977043131100
2004-11-01 40.160324581626100
2004-12-01 40.328652276999200
2005-01-01 40.426913194793800
2005-02-01 40.518684626623894
2005-03-01 40.711677002718300
2005-04-01 41.072276280781104
2005-05-01 41.086565539861300
2005-06-01 41.028953360616896
2005-07-01 41.416302657990800
2005-08-01 41.676213892395700
2005-09-01 41.762607717725200
2005-10-01 42.086012203170206
2005-11-01 42.171151329070895
2005-12-01 42.200997889134705
2006-01-01 42.153587840988100
2006-02-01 42.144481713331710
2006-03-01 42.342319195150500
2006-04-01 42.361522681441606
2006-05-01 42.364793767488300
2006-06-01 42.520462114945396
2006-07-01 42.515426196208700
2006-08-01 42.568624118062500
2006-09-01 42.671923225932600
2006-10-01 42.569558537423600
2006-11-01 42.781956602677000
2006-12-01 42.776870939773700
2007-01-01 43.164232087095606
2007-02-01 43.469155304693900
2007-03-01 43.564217719317600
2007-04-01 43.655821539565800
2007-05-01 43.855463411584610
2007-06-01 43.926284669011900
2007-07-01 44.010545799635200
2007-08-01 44.073245687017796
2007-09-01 44.083211748724096
2007-10-01 44.039190313179900
2007-11-01 44.075592197164895
2007-12-01 44.237328104257200
2008-01-01 44.464978103118895
2008-02-01 44.691845649366600
2008-03-01 44.683797451870205
2008-04-01 44.959680214380290
2008-05-01 45.055434664923894
2008-06-01 45.162787665429400
2008-07-01 45.102442168720210
2008-08-01 45.298037691640300
2008-09-01 45.393136015689110
2008-10-01 44.988406470160100
2008-11-01 45.140978473553890
2008-12-01 45.297950816960600
2009-01-01 45.357311691841600
2009-02-01 45.311411721860296
2009-03-01 45.400085575345000
2009-04-01 45.466980148842600
2009-05-01 45.575110955603100
2009-06-01 45.607121192729600
2009-07-01 45.809946051949900
2009-08-01 45.734626183610600
2009-09-01 45.793058330797700
2009-10-01 45.924976327887790
2009-11-01 45.891485705719795
2009-12-01 45.951923160392200
2010-01-01 45.850606458510000
2010-02-01 45.736814249161206
2010-03-01 45.708964744325600
2010-04-01 45.679939265843900
2010-05-01 45.701859350346400
2010-06-01 45.764182262390300
2010-07-01 45.810238597082100
2010-08-01 45.869424880981900
2010-09-01 45.888225448396600
2010-10-01 46.072372316724795
2010-11-01 46.130470557824104
2010-12-01 46.015228793632600
2011-01-01 46.154987653487000
2011-02-01 45.753618753606005
2011-03-01 45.912183217960600
2011-04-01 46.397261960682000
2011-05-01 45.730432218323095
2011-06-01 45.502379932763600
2011-07-01 46.719797613177796
2011-08-01 46.485605879036505
2011-09-01 46.679863627663200
2011-10-01 46.945300033779205
2011-11-01 47.071679783672710
2011-12-01 46.882440793096400
2012-01-01 46.969461071524805
2012-02-01 47.058024396480796
2012-03-01 47.321423342719605
2012-04-01 47.523136156954500
2012-05-01 47.544234090303500
2012-06-01 47.728886090644800
2012-07-01 47.622202160701290
2012-08-01 47.786179195762200
2012-09-01 47.976812819043000
2012-10-01 48.044904024174100
2012-11-01 47.932371853198795
2012-12-01 48.068650929171106
2013-01-01 47.981003854544700
2013-02-01 48.030903222702800
2013-03-01 48.132019982544406
2013-04-01 48.231835489389200
2013-05-01 48.349403726831290
2013-06-01 48.440973701585100
2013-07-01 48.733207104863794
2013-08-01 48.775652109842994
2013-09-01 48.982372913963700
2013-10-01 48.760518981599000
2013-11-01 48.924655581211994
2013-12-01 48.872931798221906
2014-01-01 48.676553865914300
2014-02-01 48.987026019308004
2014-03-01 49.040405219757700
2014-04-01 49.033693571473290
2014-05-01 49.142204631275504
2014-06-01 49.262025156731700
2014-07-01 49.230828237988010
2014-08-01 49.467298197705794
2014-09-01 49.496362888735895
2014-10-01 49.678440623251200
2014-11-01 50.036138777541500
2014-12-01 50.190642739373000
2015-01-01 50.265950408325100
2015-02-01 50.434546395903396
2015-03-01 50.550245046101000
2015-04-01 50.620848785656996
2015-05-01 50.940260683501390
2015-06-01 51.078271557892400
2015-07-01 51.232635744776495
2015-08-01 51.462209866386990
2015-09-01 51.616981387285700
2015-10-01 51.982499467157400
2015-11-01 52.150611883393495
2015-12-01 52.208214605234900
2016-01-01 52.649147569206704
2016-02-01 52.883370612014104
2016-03-01 52.959595548887300
2016-04-01 53.206086844364000
2016-05-01 53.239660894556710
2016-06-01 53.415980128620600
2016-07-01 53.627612002541596
2016-08-01 53.657508587385700
2016-09-01 55.242027396733796
2016-10-01 55.269572231687896
2016-11-01 55.365378110078600
2016-12-01 55.315859923861000
2017-01-01 55.725376819021400
2017-02-01 55.834461651631790
2017-03-01 56.180045769985110
2017-04-01 56.182382184727400
2017-05-01 56.460976540361610
2017-06-01 56.560783319791796
2017-07-01 56.723840438557900
2017-08-01 56.943932206588500
2017-09-01 57.170782639283296
2017-10-01 57.241119013777290
2017-11-01 57.278961217039100
2017-12-01 57.327619661632795
2018-01-01 57.498549749705400
2018-02-01 57.698943098219100
2018-03-01 57.884629254966605
2018-04-01 58.166515758055894
2018-05-01 58.186290418056004
2018-06-01 58.416470000583296
2018-07-01 58.313232307313605
2018-08-01 58.326691650168400
2018-09-01 58.593662761705890
2018-10-01 58.709310588256500
2018-11-01 58.872469708881100
2018-12-01 59.031423179291494
2019-01-01 59.193920969869296
2019-02-01 59.379673996936700
2019-03-01 59.502885880784700
2019-04-01 59.555301127279500
2019-05-01 59.611459682883400
2019-06-01 59.549986618960800
2019-07-01 59.796992745199205
2019-08-01 59.906981000119100
2019-09-01 59.817116509370790
2019-10-01 59.875682256763895
2019-11-01 60.052321968125400
2019-12-01 60.342948213570100
2020-01-01 60.502448520150600
2020-02-01 60.588215211766205
2020-03-01 60.210673710742704
2020-04-01 52.435942916272005
2020-05-01 56.008248277779800
2020-06-01 57.745516784994790
2020-07-01 58.376915196083495
2020-08-01 58.892470315967500
2020-09-01 59.034661277611200
2020-10-01 59.568762599655800
2020-11-01 59.750341004341900
2020-12-01 59.862445950380000
2021-01-01 60.527396221182390
2021-02-01 60.304771821083500
2021-03-01 61.031666638996604
2021-04-01 61.154398071074105
2021-05-01 61.194841467374710
2021-06-01 61.310276738339205
2021-07-01 61.453114265960000
2021-08-01 61.462039438849600
2021-09-01 60.944493441864500
2021-10-01 61.861653267667506
2021-11-01 62.062064623782400
2021-12-01 62.181238473773206
2022-01-01 61.868538381066210
2022-02-01 62.149380506706900
2022-03-01 62.136238992043800
2022-04-01 62.447368663411890
2022-05-01 62.648719739261104
2022-06-01 62.741677210021600
2022-07-01 63.137111874921800
2022-08-01 63.237747869789600
2022-09-01 63.542008030813400
2022-10-01 63.881503024378600
2022-11-01 64.092585271137890
2022-12-01 64.192437412431200
2023-01-01 64.735537390188600
2023-02-01 64.694176913276600
2023-03-01 64.960034219636710
2023-04-01 65.032447196739800
2023-05-01 65.188698530802400
2023-06-01 65.564564343127300
2023-07-01 65.628207121792500
2023-08-01 65.715226562531800
2023-09-01 65.838994571965100
2023-10-01 65.902944215427000
2023-11-01 65.731710521645700
2023-12-01 66.708214867965000
2024-01-01 66.978845603295300
2024-02-01 67.637794611387500
2024-03-01 68.175517945050600
2024-04-01 68.720927936815400
2024-05-01 69.339939653519610
2024-06-01 69.702928086060400
2024-07-01 69.814601773268790
2024-08-01 70.482680439327600

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