Federal Reserve Economic Data

Table Data - All Employees: Other Services in Akron, OH (MSA)

Title All Employees: Other Services in Akron, OH (MSA)
Series ID AKRO439SRVO
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-10-01
Last Updated 2024-11-20 6:30 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 11.145005460873803
1990-02-01 11.105939779613600
1990-03-01 11.108780279163302
1990-04-01 11.194030271099901
1990-05-01 11.289389877981801
1990-06-01 11.349507585543199
1990-07-01 11.442256230764000
1990-08-01 11.614582980330601
1990-09-01 11.665055098851099
1990-10-01 11.668657621831500
1990-11-01 11.788242062451598
1990-12-01 11.741747413889302
1991-01-01 11.734335704283600
1991-02-01 11.799552603729700
1991-03-01 11.788699659905000
1991-04-01 11.803752464561100
1991-05-01 11.795456210217301
1991-06-01 11.851004065458800
1991-07-01 12.055180666911700
1991-08-01 11.923824928681800
1991-09-01 11.969141076289999
1991-10-01 11.959340083621900
1991-11-01 11.887178307784300
1991-12-01 11.943572271725400
1992-01-01 11.926202338699300
1992-02-01 11.989345950200400
1992-03-01 11.958224138058000
1992-04-01 12.316226115071800
1992-05-01 12.410125076251800
1992-06-01 12.453110111115198
1992-07-01 12.572720754765700
1992-08-01 12.534635770833900
1992-09-01 12.471863323128600
1992-10-01 12.646794821667800
1992-11-01 12.589125584229200
1992-12-01 12.942134100851500
1993-01-01 13.319677790122400
1993-02-01 13.283052375188700
1993-03-01 13.121489154971400
1993-04-01 13.127131751948800
1993-05-01 13.127583734890301
1993-06-01 13.159868767890401
1993-07-01 13.188505585293500
1993-08-01 13.236999015265301
1993-09-01 13.378208745731600
1993-10-01 13.434114302941900
1993-11-01 13.489285844622000
1993-12-01 13.538346818360300
1994-01-01 13.724601865370500
1994-02-01 13.673245244253100
1994-03-01 13.790002774993699
1994-04-01 13.635206580731301
1994-05-01 13.744130475119300
1994-06-01 13.770703784797500
1994-07-01 13.702960147162301
1994-08-01 13.724964797757401
1994-09-01 13.768284798180002
1994-10-01 13.930290912513199
1994-11-01 13.902016452638500
1994-12-01 14.048388668885300
1995-01-01 13.833778535446000
1995-02-01 13.857066927608399
1995-03-01 13.859767851779600
1995-04-01 13.941302855614000
1995-05-01 13.949934768119400
1995-06-01 14.082562846088500
1995-07-01 14.110536304439400
1995-08-01 14.211954686885099
1995-09-01 14.262847720935700
1995-10-01 14.228987317494301
1995-11-01 14.314105201610700
1995-12-01 14.366380076213300
1996-01-01 14.351770336613300
1996-02-01 14.329780027120500
1996-03-01 14.439212976937402
1996-04-01 14.438008705722000
1996-05-01 14.149755703706901
1996-06-01 14.090049611475600
1996-07-01 14.513095883526699
1996-08-01 14.504986637266901
1996-09-01 14.454182823386400
1996-10-01 14.536113575819700
1996-11-01 14.540993145412400
1996-12-01 14.588421238197999
1997-01-01 14.363847385115399
1997-02-01 14.493159738770302
1997-03-01 14.418473431636901
1997-04-01 14.626297652757001
1997-05-01 14.749393382987199
1997-06-01 14.693144552237100
1997-07-01 14.704898208823499
1997-08-01 14.819650246214400
1997-09-01 14.759114800954500
1997-10-01 14.446571614307300
1997-11-01 14.466191608181300
1997-12-01 14.396737245027198
1998-01-01 14.462720352161300
1998-02-01 14.553181522452800
1998-03-01 14.517173181172700
1998-04-01 14.414372064958998
1998-05-01 14.446123094002200
1998-06-01 14.396101451064801
1998-07-01 14.398164227144900
1998-08-01 14.336083524044499
1998-09-01 14.359267630890999
1998-10-01 14.458715716846600
1998-11-01 14.492224179338100
1998-12-01 14.399320221087999
1999-01-01 14.450599276512001
1999-02-01 14.419261690007300
1999-03-01 14.425311494214500
1999-04-01 14.010399637146802
1999-05-01 13.745111449840698
1999-06-01 13.690713932628100
1999-07-01 13.591852216766501
1999-08-01 13.560011803340700
1999-09-01 13.563548699628802
1999-10-01 13.657768192128000
1999-11-01 13.602910521778700
1999-12-01 13.693039038664400
2000-01-01 13.929992568989901
2000-02-01 13.811084527138199
2000-03-01 13.853645290727100
2000-04-01 13.608704144402600
2000-05-01 13.641780240447700
2000-06-01 13.784673679866800
2000-07-01 13.787338569734098
2000-08-01 13.667001958914100
2000-09-01 13.765117556676302
2000-10-01 13.654191831799700
2000-11-01 13.703509612064600
2000-12-01 13.783143569638500
2001-01-01 14.311009622116499
2001-02-01 14.326249287475800
2001-03-01 14.183937746825200
2001-04-01 14.309909393505900
2001-05-01 14.343498036312498
2001-06-01 14.275637320057198
2001-07-01 14.379631773234500
2001-08-01 14.468026056125400
2001-09-01 14.364417758247200
2001-10-01 14.348185119702900
2001-11-01 14.294976986254600
2001-12-01 14.269789361471801
2002-01-01 14.091661246697099
2002-02-01 13.957508272830000
2002-03-01 14.017881385689800
2002-04-01 14.114801907853300
2002-05-01 14.136986515252400
2002-06-01 14.178106012680900
2002-07-01 14.077794412093699
2002-08-01 14.049943279461800
2002-09-01 14.062110599737599
2002-10-01 14.042974782819300
2002-11-01 13.978295651842599
2002-12-01 13.962585716973901
2003-01-01 14.080492988221600
2003-02-01 13.988009180556100
2003-03-01 14.037066053671200
2003-04-01 14.026458767272802
2003-05-01 14.035524420641902
2003-06-01 13.978161064420302
2003-07-01 13.980727616811400
2003-08-01 13.938772023426500
2003-09-01 13.857615528396700
2003-10-01 13.840227442086197
2003-11-01 13.855686554073000
2003-12-01 13.760074844397700
2004-01-01 13.763371866075099
2004-02-01 13.715256803457699
2004-03-01 13.737331684779699
2004-04-01 13.740210268705000
2004-05-01 13.739556004296400
2004-06-01 13.792512665676900
2004-07-01 13.788405087815600
2004-08-01 13.727891651667099
2004-09-01 13.855366148443197
2004-10-01 13.939144852156101
2004-11-01 13.927101371608200
2004-12-01 14.053657017494500
2005-01-01 13.951956305020401
2005-02-01 14.128411455697900
2005-03-01 14.128988005034198
2005-04-01 14.157847129258302
2005-05-01 14.156554803790801
2005-06-01 14.109452834472000
2005-07-01 14.093269810200100
2005-08-01 14.121575934860100
2005-09-01 14.044480929926697
2005-10-01 14.043576494989600
2005-11-01 14.006322757042800
2005-12-01 14.043322949586301
2006-01-01 13.738355279819698
2006-02-01 13.832167851851802
2006-03-01 13.822061618058699
2006-04-01 13.772348350950100
2006-05-01 13.775620894165401
2006-06-01 13.839421128058000
2006-07-01 13.694618661463098
2006-08-01 13.810719112614500
2006-09-01 13.832677696465002
2006-10-01 13.746498978651000
2006-11-01 13.784740661572302
2006-12-01 13.728993003332100
2007-01-01 13.736417697911598
2007-02-01 13.633749410648502
2007-03-01 13.716937265922300
2007-04-01 13.688272488363500
2007-05-01 13.697241827744100
2007-06-01 13.660586848296800
2007-07-01 13.689447230354100
2007-08-01 13.702186692723698
2007-09-01 13.619942254024402
2007-10-01 13.945902238738402
2007-11-01 13.878753761851401
2007-12-01 13.918784974538200
2008-01-01 13.931187558222598
2008-02-01 14.037933144750600
2008-03-01 13.911635325632200
2008-04-01 13.992421128387900
2008-05-01 14.011608025016100
2008-06-01 13.984924196002400
2008-07-01 13.978120075229200
2008-08-01 13.999454875503499
2008-09-01 13.916216223395800
2008-10-01 13.842232971356700
2008-11-01 13.773918753394101
2008-12-01 13.714784858421302
2009-01-01 13.730016630026000
2009-02-01 13.639226926475300
2009-03-01 13.605646819113300
2009-04-01 13.593875529419300
2009-05-01 13.521488076581900
2009-06-01 13.503208031072200
2009-07-01 13.466092494799600
2009-08-01 13.391995688849500
2009-09-01 13.416003585268301
2009-10-01 13.334812403119700
2009-11-01 13.383543616439500
2009-12-01 13.321461345036600
2010-01-01 13.130358654519100
2010-02-01 13.137911677934900
2010-03-01 13.202343307332802
2010-04-01 13.081228223100801
2010-05-01 13.121212390703700
2010-06-01 13.220440557390802
2010-07-01 13.260410639797803
2010-08-01 13.284477964608300
2010-09-01 13.316592024330700
2010-10-01 13.425299149990000
2010-11-01 13.388417151029302
2010-12-01 13.532795823191302
2011-01-01 13.542072826161000
2011-02-01 13.541658032613200
2011-03-01 13.498136518232200
2011-04-01 13.572599195036199
2011-05-01 13.516383485833900
2011-06-01 13.423459119646001
2011-07-01 13.458589147917099
2011-08-01 13.371579371345902
2011-09-01 13.317923015468800
2011-10-01 13.411004431024500
2011-11-01 13.497254469370802
2011-12-01 13.452547312683000
2012-01-01 13.561482714648800
2012-02-01 13.542621246406698
2012-03-01 13.597055240531800
2012-04-01 13.556213827302900
2012-05-01 13.602978115264499
2012-06-01 13.622468002767400
2012-07-01 13.663378712260098
2012-08-01 13.768481592751100
2012-09-01 13.718450968515699
2012-10-01 13.695439597489800
2012-11-01 13.695044565877400
2012-12-01 13.671233338302200
2013-01-01 13.783754090328099
2013-02-01 13.847961004320400
2013-03-01 13.800244911928802
2013-04-01 13.847029971011601
2013-05-01 13.784659456505699
2013-06-01 13.712749743727000
2013-07-01 13.669626205469301
2013-08-01 13.669523862904100
2013-09-01 13.615903694201000
2013-10-01 13.381432056666600
2013-11-01 13.497842685138600
2013-12-01 13.486052889826802
2014-01-01 13.405436465304199
2014-02-01 13.348811622652303
2014-03-01 13.306186255011700
2014-04-01 13.531629357134700
2014-05-01 13.765847803035200
2014-06-01 13.804151736385698
2014-07-01 13.877844051770700
2014-08-01 13.986142993698401
2014-09-01 14.008644106130099
2014-10-01 14.167505926916899
2014-11-01 14.195068278947800
2014-12-01 14.190144000647301
2015-01-01 14.224435660301800
2015-02-01 14.360838393711500
2015-03-01 14.313389035126200
2015-04-01 14.223254843343401
2015-05-01 14.146752336553700
2015-06-01 14.089714695620899
2015-07-01 13.975894881359599
2015-08-01 13.909201940784500
2015-09-01 13.705649874500999
2015-10-01 13.755391907848000
2015-11-01 13.700030409206800
2015-12-01 13.591171396029301
2016-01-01 13.535322780088900
2016-02-01 13.365849647974601
2016-03-01 13.318378898624900
2016-04-01 13.312449821380500
2016-05-01 13.338280881378300
2016-06-01 13.279740780441198
2016-07-01 13.270487046606300
2016-08-01 13.235159867662402
2016-09-01 13.301792584826000
2016-10-01 13.150991043081300
2016-11-01 13.296138692682000
2016-12-01 13.389775363268200
2017-01-01 13.331981361356098
2017-02-01 13.373945676181700
2017-03-01 13.326727173338801
2017-04-01 13.314530340288000
2017-05-01 13.440784197607900
2017-06-01 13.172393671562500
2017-07-01 13.058996806482300
2017-08-01 13.046335752090100
2017-09-01 13.197870493279000
2017-10-01 13.250814809271800
2017-11-01 13.191578802134100
2017-12-01 13.186527276246000
2018-01-01 13.225704354222900
2018-02-01 13.275338775348400
2018-03-01 13.337755169490200
2018-04-01 13.419544076156900
2018-05-01 13.554790859504301
2018-06-01 13.569903604915400
2018-07-01 13.451144949341302
2018-08-01 13.345657258742198
2018-09-01 13.293594514340600
2018-10-01 13.252709567529200
2018-11-01 13.176985755118300
2018-12-01 13.179026897887900
2019-01-01 13.215859739552300
2019-02-01 13.179417191944198
2019-03-01 13.258801267689700
2019-04-01 13.234449172625402
2019-05-01 13.169350696708600
2019-06-01 13.269312742214902
2019-07-01 13.240753571848600
2019-08-01 13.230123520422099
2019-09-01 13.298100537108901
2019-10-01 13.253356516193800
2019-11-01 13.362533384861800
2019-12-01 13.371345658539600
2020-01-01 13.402993946213500
2020-02-01 13.481756761290800
2020-03-01 12.976973257435601
2020-04-01 8.950051355583140
2020-05-01 10.384193684837200
2020-06-01 11.468933511302500
2020-07-01 11.838065425011100
2020-08-01 12.011362061345901
2020-09-01 12.207506155038303
2020-10-01 12.259977551131199
2020-11-01 12.244821950748800
2020-12-01 12.261485299521802
2021-01-01 12.180744282946801
2021-02-01 12.285060780102501
2021-03-01 12.298500941806300
2021-04-01 12.366726228913400
2021-05-01 12.392752388092001
2021-06-01 12.369592675693701
2021-07-01 12.337855502107802
2021-08-01 12.289737922269001
2021-09-01 12.322032744774999
2021-10-01 12.264646334483901
2021-11-01 12.336629557785098
2021-12-01 12.351322404123700
2022-01-01 12.463185770199999
2022-02-01 12.389207332979400
2022-03-01 12.311260678098600
2022-04-01 12.373295893373802
2022-05-01 12.391949968059098
2022-06-01 12.368642034227500
2022-07-01 12.442991781229500
2022-08-01 12.478983714586699
2022-09-01 12.434887256861101
2022-10-01 12.472062033690401
2022-11-01 12.433252087456700
2022-12-01 12.545089930075600
2023-01-01 12.448175775354901
2023-02-01 12.390650371002700
2023-03-01 12.419286042399600
2023-04-01 12.375312483461302
2023-05-01 12.386471013837200
2023-06-01 12.367723701689998
2023-07-01 12.345552745284200
2023-08-01 12.371627458756300
2023-09-01 12.347087960689000
2023-10-01 12.375993785956302
2023-11-01 12.537850042832000
2023-12-01 12.443309175383801
2024-01-01 12.539736703280699
2024-02-01 12.493466548525400
2024-03-01 12.516289850519000
2024-04-01 12.573149624959500
2024-05-01 12.581578691583800
2024-06-01 12.664107703070801
2024-07-01 12.648842080806000
2024-08-01 12.672072919258900
2024-09-01 12.653015561529300
2024-10-01 12.682703517161400

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