Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Akron, OH (MSA)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Akron, OH (MSA)
Series ID SMU39104206562000001SA
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 5:01 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 26.398735714276500
1990-02-01 26.444084272616898
1990-03-01 26.480972631231300
1990-04-01 26.440026110465602
1990-05-01 26.533533102286800
1990-06-01 26.713768061424900
1990-07-01 26.616232838897300
1990-08-01 26.905636519541602
1990-09-01 27.095525618139600
1990-10-01 27.147419057225700
1990-11-01 27.318362901221600
1990-12-01 27.401395599902300
1991-01-01 27.398735016401602
1991-02-01 27.540367537945000
1991-03-01 27.675989723053700
1991-04-01 27.836535165397200
1991-05-01 28.036329173892300
1991-06-01 28.328222550841797
1991-07-01 28.420818640857000
1991-08-01 28.519545457467103
1991-09-01 28.798340228408900
1991-10-01 28.742763179491400
1991-11-01 28.813222345716000
1991-12-01 28.985613942822400
1992-01-01 29.197011615235800
1992-02-01 29.224227514958300
1992-03-01 29.166836663191300
1992-04-01 29.628314944290700
1992-05-01 29.836787480858900
1992-06-01 29.960497819858897
1992-07-01 30.234495311743498
1992-08-01 30.338662056740898
1992-09-01 30.312603016602000
1992-10-01 30.540481659308800
1992-11-01 30.605985056692000
1992-12-01 30.669839256942396
1993-01-01 30.882516215148000
1993-02-01 31.195930628280300
1993-03-01 31.055036302075100
1993-04-01 30.615793556680003
1993-05-01 30.623776848992800
1993-06-01 30.707515290623302
1993-07-01 30.861790744519602
1993-08-01 30.952055369156200
1993-09-01 31.128801304562998
1993-10-01 31.341693657268300
1993-11-01 31.606141588849898
1993-12-01 31.770059425645300
1994-01-01 31.769776516835698
1994-02-01 31.842902359174400
1994-03-01 32.041290947780105
1994-04-01 31.508072578944200
1994-05-01 31.996132727716798
1994-06-01 32.041022989254500
1994-07-01 32.202301823063000
1994-08-01 32.261132641532200
1994-09-01 32.549402448799800
1994-10-01 32.544161923150604
1994-11-01 32.503327060967500
1994-12-01 32.678149904726400
1995-01-01 32.665289344213400
1995-02-01 32.902911757160695
1995-03-01 32.826989837858000
1995-04-01 32.802481024821200
1995-05-01 32.864005825847500
1995-06-01 32.957031005195700
1995-07-01 32.944448278396600
1995-08-01 33.067220982054600
1995-09-01 33.059702816799500
1995-10-01 33.135161161743800
1995-11-01 33.402648419826996
1995-12-01 33.491380474611500
1996-01-01 33.685966210311500
1996-02-01 33.574839472333800
1996-03-01 33.524687332609500
1996-04-01 33.599408283533100
1996-05-01 33.727053769749700
1996-06-01 33.643473463059800
1996-07-01 33.783293676188700
1996-08-01 33.869900518592600
1996-09-01 33.862727224949900
1996-10-01 33.826547950414200
1996-11-01 33.503551662560200
1996-12-01 33.603371096953800
1997-01-01 33.805925778484900
1997-02-01 33.977713521544196
1997-03-01 34.032057105864700
1997-04-01 33.983413162109700
1997-05-01 34.202665683002400
1997-06-01 34.235964374531300
1997-07-01 34.097196451843300
1997-08-01 34.166195162971896
1997-09-01 34.061622117289200
1997-10-01 34.110632075286000
1997-11-01 33.901118876155400
1997-12-01 34.204758165286700
1998-01-01 34.435152670009500
1998-02-01 34.493629492492700
1998-03-01 34.646885234026700
1998-04-01 33.865773823450800
1998-05-01 33.796578383447496
1998-06-01 34.124641785775000
1998-07-01 34.006326676174105
1998-08-01 33.954545687784400
1998-09-01 34.150407775039700
1998-10-01 34.512696570133200
1998-11-01 34.594344069453400
1998-12-01 34.883619961212304
1999-01-01 34.649759900163800
1999-02-01 34.514273492839900
1999-03-01 34.654402970086800
1999-04-01 35.151563217560500
1999-05-01 35.120352374397605
1999-06-01 35.136930677750700
1999-07-01 35.098126259883200
1999-08-01 35.145604415013400
1999-09-01 35.332018680510004
1999-10-01 35.217963662300800
1999-11-01 35.184934888005500
1999-12-01 35.150013642947700
2000-01-01 35.052638210156196
2000-02-01 35.124384852076204
2000-03-01 35.274731537246396
2000-04-01 34.560186537033100
2000-05-01 34.556535338983196
2000-06-01 34.652192716544700
2000-07-01 34.880452425814700
2000-08-01 35.027834176095700
2000-09-01 35.097524615780900
2000-10-01 35.342099874459000
2000-11-01 35.478615515208900
2000-12-01 35.604758654128300
2001-01-01 35.041978112040700
2001-02-01 35.132131073291895
2001-03-01 35.403267606962790
2001-04-01 35.679881141937200
2001-05-01 35.794833974359400
2001-06-01 35.978804000618894
2001-07-01 35.948186281659600
2001-08-01 36.201609445183700
2001-09-01 36.279036864586600
2001-10-01 36.249517718047000
2001-11-01 36.367303571822300
2001-12-01 36.662627634258600
2002-01-01 37.140394525099104
2002-02-01 37.155071408683400
2002-03-01 37.241254888595100
2002-04-01 37.014630382045700
2002-05-01 37.022838376658800
2002-06-01 37.092778162147400
2002-07-01 37.315677624129210
2002-08-01 37.367488194878700
2002-09-01 37.468101057962900
2002-10-01 37.443548588684000
2002-11-01 37.659182826716794
2002-12-01 37.631813775311500
2003-01-01 37.832618115371600
2003-02-01 37.785111628421700
2003-03-01 37.573760713934200
2003-04-01 37.540897092237900
2003-05-01 37.640845283735100
2003-06-01 37.693037029448900
2003-07-01 37.879924854859100
2003-08-01 37.842416002737100
2003-09-01 38.075264106775606
2003-10-01 38.016509133639396
2003-11-01 38.054003943523604
2003-12-01 38.227012853101800
2004-01-01 38.119037921091500
2004-02-01 38.321932106806294
2004-03-01 38.405552377944204
2004-04-01 38.877229692070610
2004-05-01 39.045332683230000
2004-06-01 39.180218948782400
2004-07-01 39.148292807319400
2004-08-01 39.223981627371100
2004-09-01 39.073489115051500
2004-10-01 39.382924389548200
2004-11-01 39.448119806136800
2004-12-01 39.632205507032790
2005-01-01 39.719491017058600
2005-02-01 39.765020369629700
2005-03-01 40.034113745557500
2005-04-01 40.001629716178800
2005-05-01 40.042644722357900
2005-06-01 40.154446572377100
2005-07-01 40.720528393417600
2005-08-01 40.704915962945600
2005-09-01 40.781120507361600
2005-10-01 41.057781550735704
2005-11-01 41.141385171012700
2005-12-01 41.154462860392300
2006-01-01 40.916811540117800
2006-02-01 41.097710705322704
2006-03-01 41.134667368382200
2006-04-01 41.527412282564000
2006-05-01 41.537514671552700
2006-06-01 41.533858659541200
2006-07-01 41.397386888634600
2006-08-01 41.481140181758900
2006-09-01 41.686922748679600
2006-10-01 41.759639037559900
2006-11-01 41.752344191979795
2006-12-01 41.896589121950000
2007-01-01 42.320473768651300
2007-02-01 42.300920486164706
2007-03-01 42.531531199168500
2007-04-01 42.536586776737900
2007-05-01 42.727926387348900
2007-06-01 43.005721896477205
2007-07-01 43.181036577504100
2007-08-01 43.259330851638790
2007-09-01 43.382944059062396
2007-10-01 43.485300947621695
2007-11-01 43.664362968840100
2007-12-01 43.744414424269100
2008-01-01 44.028764013246600
2008-02-01 44.075984872825500
2008-03-01 44.122389581415700
2008-04-01 44.134911188823004
2008-05-01 44.217767371827900
2008-06-01 44.386999818504290
2008-07-01 44.560567358403100
2008-08-01 44.643111727533100
2008-09-01 44.780553172309800
2008-10-01 44.822917211437800
2008-11-01 45.096970920319200
2008-12-01 45.093952086026790
2009-01-01 44.835631304013100
2009-02-01 44.731142067183704
2009-03-01 45.012587226383890
2009-04-01 44.902793222950706
2009-05-01 45.007732578082500
2009-06-01 44.759177982138300
2009-07-01 44.862067406209200
2009-08-01 44.933633317135296
2009-09-01 44.894351552660500
2009-10-01 45.072866006719400
2009-11-01 45.029056572952700
2009-12-01 45.130677430146290
2010-01-01 45.252377686367800
2010-02-01 45.078518888280900
2010-03-01 45.395690939668000
2010-04-01 45.556186335957000
2010-05-01 45.594440962732400
2010-06-01 45.840010129736700
2010-07-01 45.778700929179400
2010-08-01 45.838785319265300
2010-09-01 45.916007218168204
2010-10-01 45.703164158930290
2010-11-01 45.757315389280606
2010-12-01 45.649722803112404
2011-01-01 45.758405088969205
2011-02-01 45.937996304643896
2011-03-01 45.880285258604900
2011-04-01 46.101300640878900
2011-05-01 46.077402791548900
2011-06-01 46.014208511679500
2011-07-01 46.229501093186210
2011-08-01 46.172541213371000
2011-09-01 46.134406746664300
2011-10-01 46.223092777429294
2011-11-01 46.068877052822100
2011-12-01 45.950650759168795
2012-01-01 46.460690357727500
2012-02-01 46.407824221618206
2012-03-01 46.568138914394700
2012-04-01 46.342057714638500
2012-05-01 46.350898647653295
2012-06-01 46.505035767429400
2012-07-01 46.486938357661800
2012-08-01 46.630879833412900
2012-09-01 46.450205957101794
2012-10-01 46.527727145122700
2012-11-01 46.771940603213610
2012-12-01 46.841800018519500
2013-01-01 46.539955586347500
2013-02-01 46.698645460435900
2013-03-01 46.345692388561900
2013-04-01 46.495463966777000
2013-05-01 46.512729015780600
2013-06-01 46.712825579439105
2013-07-01 46.644640300864710
2013-08-01 46.689538013680000
2013-09-01 46.965213337122790
2013-10-01 46.933350402643390
2013-11-01 46.958256707636610
2013-12-01 47.131878894520000
2014-01-01 47.634517087887900
2014-02-01 47.395718683720396
2014-03-01 47.635497132095600
2014-04-01 47.656136074299600
2014-05-01 47.754067494531500
2014-06-01 47.831918895846390
2014-07-01 47.881807492930896
2014-08-01 48.046890424788295
2014-09-01 48.180455668113700
2014-10-01 48.531167221006500
2014-11-01 48.650383008039600
2014-12-01 48.835108913230800
2015-01-01 48.828499785480300
2015-02-01 48.794576190144700
2015-03-01 49.024061388318700
2015-04-01 49.322030459722605
2015-05-01 49.295267923894500
2015-06-01 49.350410969861706
2015-07-01 49.399895695307500
2015-08-01 49.373961971763110
2015-09-01 49.705669328886500
2015-10-01 49.743317570575000
2015-11-01 49.946438001757790
2015-12-01 49.957669639974206
2016-01-01 50.020698399102600
2016-02-01 49.987915134082500
2016-03-01 50.018737405271800
2016-04-01 50.094080273351200
2016-05-01 50.250212751559495
2016-06-01 49.964565064686006
2016-07-01 50.191056763087900
2016-08-01 50.280457318394300
2016-09-01 50.449139243177390
2016-10-01 50.358962824726000
2016-11-01 50.243789680388700
2016-12-01 50.280256664059100
2017-01-01 50.401951893317500
2017-02-01 50.477858034225800
2017-03-01 50.514962762566604
2017-04-01 50.391258048446500
2017-05-01 50.433524549691000
2017-06-01 50.368830698967600
2017-07-01 50.485972967026800
2017-08-01 50.161229416193706
2017-09-01 50.086569787545900
2017-10-01 50.167226796345794
2017-11-01 50.134002331450300
2017-12-01 50.090819364275700
2018-01-01 50.071752937813500
2018-02-01 50.372875916825600
2018-03-01 50.329428399635800
2018-04-01 50.503706385927200
2018-05-01 50.448819283026200
2018-06-01 50.566653740572100
2018-07-01 50.687327789847600
2018-08-01 50.833901157895205
2018-09-01 50.721046731559600
2018-10-01 50.548901707412300
2018-11-01 50.404230871161900
2018-12-01 50.464483989766500
2019-01-01 51.065079530456710
2019-02-01 51.091004826711400
2019-03-01 51.263317978426706
2019-04-01 51.226829706703210
2019-05-01 51.376474802435500
2019-06-01 51.480092870852296
2019-07-01 51.499907761470900
2019-08-01 51.487095100513400
2019-09-01 51.325867531937504
2019-10-01 51.300389562237210
2019-11-01 51.869423938907296
2019-12-01 51.914102306474504
2020-01-01 51.869012194519700
2020-02-01 51.842177324049610
2020-03-01 51.805382563599800
2020-04-01 46.267868403057000
2020-05-01 47.625193293553900
2020-06-01 49.204260355023610
2020-07-01 48.798923506854400
2020-08-01 48.922921391194000
2020-09-01 49.409852535842800
2020-10-01 49.352054528934900
2020-11-01 49.349631616408200
2020-12-01 49.363617281455300
2021-01-01 49.684243125613200
2021-02-01 49.591941496017400
2021-03-01 49.545218561953796
2021-04-01 49.715281900684700
2021-05-01 49.545494000530900
2021-06-01 49.527146709174990
2021-07-01 49.496258878800894
2021-08-01 49.541062318460290
2021-09-01 49.076399922625400
2021-10-01 49.506471831222400
2021-11-01 49.542824008549790
2021-12-01 49.529416761225210
2022-01-01 49.200902210067700
2022-02-01 49.238776224281300
2022-03-01 49.384697800377800
2022-04-01 49.464214092795900
2022-05-01 49.570286482153996
2022-06-01 49.441195540639000
2022-07-01 49.670747501322600
2022-08-01 49.759648128364800
2022-09-01 50.158478871452000
2022-10-01 50.179971561187200
2022-11-01 50.040043531028790
2022-12-01 50.101353436800096
2023-01-01 50.036456593397894
2023-02-01 50.275472261345210
2023-03-01 50.520650698069204
2023-04-01 50.605762711436900
2023-05-01 50.885365100373200
2023-06-01 51.048142717585790
2023-07-01 51.239240369542890
2023-08-01 51.483435640875800
2023-09-01 51.440006593199500
2023-10-01 51.469551688670500
2023-11-01 51.644305789041700
2023-12-01 51.891098422526596
2024-01-01 52.367686217635790
2024-02-01 52.101847219943710
2024-03-01 52.039493092265500
2024-04-01 51.838809523198300
2024-05-01 51.893968465990300
2024-06-01 52.344249380791000
2024-07-01 52.808335646951400
2024-08-01 52.534643993620904
2024-09-01 52.335860825781100
2024-10-01 52.376935028418800

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