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 2025-08-01 |
| Last Updated | 2025-09-20 6:34 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 | 11.145008326299400 |
| 1990-02-01 | 11.105942510372000 |
| 1990-03-01 | 11.108786515391099 |
| 1990-04-01 | 11.194027875058598 |
| 1990-05-01 | 11.289389838908699 |
| 1990-06-01 | 11.349507317604600 |
| 1990-07-01 | 11.442244450604802 |
| 1990-08-01 | 11.614582589916001 |
| 1990-09-01 | 11.665056452236302 |
| 1990-10-01 | 11.668657555581300 |
| 1990-11-01 | 11.788242986327100 |
| 1990-12-01 | 11.741747942573500 |
| 1991-01-01 | 11.734339068458400 |
| 1991-02-01 | 11.799555969237800 |
| 1991-03-01 | 11.788705421904100 |
| 1991-04-01 | 11.803750430577100 |
| 1991-05-01 | 11.795455997064900 |
| 1991-06-01 | 11.851003329098400 |
| 1991-07-01 | 12.055169367302800 |
| 1991-08-01 | 11.923823413289800 |
| 1991-09-01 | 11.969140969424000 |
| 1991-10-01 | 11.959339009384400 |
| 1991-11-01 | 11.887179089604700 |
| 1991-12-01 | 11.943574243389198 |
| 1992-01-01 | 11.926207925436401 |
| 1992-02-01 | 11.989352146152802 |
| 1992-03-01 | 11.958231166880600 |
| 1992-04-01 | 12.316224977042700 |
| 1992-05-01 | 12.410123793492000 |
| 1992-06-01 | 12.453106935214699 |
| 1992-07-01 | 12.572707419454598 |
| 1992-08-01 | 12.534630734398698 |
| 1992-09-01 | 12.471859689972801 |
| 1992-10-01 | 12.646791294105402 |
| 1992-11-01 | 12.589126246922900 |
| 1992-12-01 | 12.942139552202000 |
| 1993-01-01 | 13.319689297632900 |
| 1993-02-01 | 13.283066430919199 |
| 1993-03-01 | 13.121504163810199 |
| 1993-04-01 | 13.127137807701300 |
| 1993-05-01 | 13.127570387097500 |
| 1993-06-01 | 13.159859502306700 |
| 1993-07-01 | 13.188481533555699 |
| 1993-08-01 | 13.236991366711900 |
| 1993-09-01 | 13.378200111357800 |
| 1993-10-01 | 13.434103861041500 |
| 1993-11-01 | 13.489281003278599 |
| 1993-12-01 | 13.538348678384500 |
| 1994-01-01 | 13.724644103806801 |
| 1994-02-01 | 13.673257502523999 |
| 1994-03-01 | 13.790081924819901 |
| 1994-04-01 | 13.635213939745600 |
| 1994-05-01 | 13.744068064000700 |
| 1994-06-01 | 13.770685407812800 |
| 1994-07-01 | 13.702922621204800 |
| 1994-08-01 | 13.724936743700600 |
| 1994-09-01 | 13.768255854330500 |
| 1994-10-01 | 13.930294654084001 |
| 1994-11-01 | 13.902007113194498 |
| 1994-12-01 | 14.048391435472200 |
| 1995-01-01 | 13.833860385920000 |
| 1995-02-01 | 13.857087685460698 |
| 1995-03-01 | 13.859919393195400 |
| 1995-04-01 | 13.941314440601700 |
| 1995-05-01 | 13.949819922462302 |
| 1995-06-01 | 14.082526597602598 |
| 1995-07-01 | 14.110474601156600 |
| 1995-08-01 | 14.211896687694800 |
| 1995-09-01 | 14.262790836052700 |
| 1995-10-01 | 14.228998572030400 |
| 1995-11-01 | 14.314086800194499 |
| 1995-12-01 | 14.366383622329900 |
| 1996-01-01 | 14.351898681433600 |
| 1996-02-01 | 14.329830246676600 |
| 1996-03-01 | 14.439480903757300 |
| 1996-04-01 | 14.438064423999600 |
| 1996-05-01 | 14.149532679574900 |
| 1996-06-01 | 14.089959699900800 |
| 1996-07-01 | 14.512999292359400 |
| 1996-08-01 | 14.504892740988100 |
| 1996-09-01 | 14.454102114933100 |
| 1996-10-01 | 14.536144111966500 |
| 1996-11-01 | 14.540979368163303 |
| 1996-12-01 | 14.588438667351301 |
| 1997-01-01 | 14.363992159579000 |
| 1997-02-01 | 14.493248624040500 |
| 1997-03-01 | 14.418834832363201 |
| 1997-04-01 | 14.626420357526300 |
| 1997-05-01 | 14.749081681765599 |
| 1997-06-01 | 14.692990195991800 |
| 1997-07-01 | 14.704757007716000 |
| 1997-08-01 | 14.819531171120698 |
| 1997-09-01 | 14.759023779185199 |
| 1997-10-01 | 14.446604721732800 |
| 1997-11-01 | 14.466192205593600 |
| 1997-12-01 | 14.396778597040301 |
| 1998-01-01 | 14.462844989847401 |
| 1998-02-01 | 14.553274171229400 |
| 1998-03-01 | 14.517677688996198 |
| 1998-04-01 | 14.414539811671000 |
| 1998-05-01 | 14.445727569728800 |
| 1998-06-01 | 14.395889447314300 |
| 1998-07-01 | 14.397997836060300 |
| 1998-08-01 | 14.335932899884300 |
| 1998-09-01 | 14.359179167632599 |
| 1998-10-01 | 14.458768334878199 |
| 1998-11-01 | 14.492253088875500 |
| 1998-12-01 | 14.399393104780700 |
| 1999-01-01 | 14.450659932242699 |
| 1999-02-01 | 14.419342352491100 |
| 1999-03-01 | 14.425872629378100 |
| 1999-04-01 | 14.010570806891500 |
| 1999-05-01 | 13.744734645205199 |
| 1999-06-01 | 13.690477839157698 |
| 1999-07-01 | 13.591680834135198 |
| 1999-08-01 | 13.559851997014801 |
| 1999-09-01 | 13.563475977557500 |
| 1999-10-01 | 13.657813490473500 |
| 1999-11-01 | 13.602959333446200 |
| 1999-12-01 | 13.693132636142800 |
| 2000-01-01 | 13.929984279457700 |
| 2000-02-01 | 13.811141611371800 |
| 2000-03-01 | 13.854221166283901 |
| 2000-04-01 | 13.608858909981300 |
| 2000-05-01 | 13.641444108427999 |
| 2000-06-01 | 13.784437615755700 |
| 2000-07-01 | 13.787186589758802 |
| 2000-08-01 | 13.666851601700001 |
| 2000-09-01 | 13.765072556106000 |
| 2000-10-01 | 13.654234450418198 |
| 2000-11-01 | 13.703572532458999 |
| 2000-12-01 | 13.783240544652000 |
| 2001-01-01 | 14.310947685365400 |
| 2001-02-01 | 14.326278987041800 |
| 2001-03-01 | 14.184418735488201 |
| 2001-04-01 | 14.310020250994100 |
| 2001-05-01 | 14.343269358338200 |
| 2001-06-01 | 14.275445753149800 |
| 2001-07-01 | 14.379513433340600 |
| 2001-08-01 | 14.467903519295600 |
| 2001-09-01 | 14.364397148262501 |
| 2001-10-01 | 14.348210918046000 |
| 2001-11-01 | 14.295037081435700 |
| 2001-12-01 | 14.269873069845600 |
| 2002-01-01 | 14.091581999806900 |
| 2002-02-01 | 13.957497873089302 |
| 2002-03-01 | 14.018268586341698 |
| 2002-04-01 | 14.114846392983000 |
| 2002-05-01 | 14.136848127993600 |
| 2002-06-01 | 14.177981156920500 |
| 2002-07-01 | 14.077723449929600 |
| 2002-08-01 | 14.049841782065300 |
| 2002-09-01 | 14.062103787743599 |
| 2002-10-01 | 14.043001271608100 |
| 2002-11-01 | 13.978342373723800 |
| 2002-12-01 | 13.962643084985599 |
| 2003-01-01 | 14.080428423599100 |
| 2003-02-01 | 13.987987421451200 |
| 2003-03-01 | 14.037302148699801 |
| 2003-04-01 | 14.026451390130301 |
| 2003-05-01 | 14.035482118259802 |
| 2003-06-01 | 13.978100176127200 |
| 2003-07-01 | 13.980696326813000 |
| 2003-08-01 | 13.938697986954901 |
| 2003-09-01 | 13.857611705457100 |
| 2003-10-01 | 13.840242048092500 |
| 2003-11-01 | 13.855711017564800 |
| 2003-12-01 | 13.760104803848801 |
| 2004-01-01 | 13.763340701544301 |
| 2004-02-01 | 13.715248883997099 |
| 2004-03-01 | 13.737445499387400 |
| 2004-04-01 | 13.740198656014499 |
| 2004-05-01 | 13.739543873385902 |
| 2004-06-01 | 13.792484700432501 |
| 2004-07-01 | 13.788394653925500 |
| 2004-08-01 | 13.727846805179901 |
| 2004-09-01 | 13.855366223384700 |
| 2004-10-01 | 13.939152490565300 |
| 2004-11-01 | 13.927110360778402 |
| 2004-12-01 | 14.053665736521400 |
| 2005-01-01 | 13.951954146591700 |
| 2005-02-01 | 14.128418166304801 |
| 2005-03-01 | 14.129013464544899 |
| 2005-04-01 | 14.157848333520300 |
| 2005-05-01 | 14.156554302901402 |
| 2005-06-01 | 14.109442487505600 |
| 2005-07-01 | 14.093266698336400 |
| 2005-08-01 | 14.121551438016802 |
| 2005-09-01 | 14.044480822628900 |
| 2005-10-01 | 14.043579379446399 |
| 2005-11-01 | 14.006326583566000 |
| 2005-12-01 | 14.043327455188198 |
| 2006-01-01 | 13.738359481432200 |
| 2006-02-01 | 13.832171586103803 |
| 2006-03-01 | 13.822064043707900 |
| 2006-04-01 | 13.772349953642198 |
| 2006-05-01 | 13.775621389766000 |
| 2006-06-01 | 13.839420583601699 |
| 2006-07-01 | 13.694617891601801 |
| 2006-08-01 | 13.810704107098400 |
| 2006-09-01 | 13.832678174030200 |
| 2006-10-01 | 13.746500626934099 |
| 2006-11-01 | 13.784742954407802 |
| 2006-12-01 | 13.728995491481099 |
| 2007-01-01 | 13.736419682483499 |
| 2007-02-01 | 13.633751042377100 |
| 2007-03-01 | 13.716937895730100 |
| 2007-04-01 | 13.688272512747199 |
| 2007-05-01 | 13.697241835703000 |
| 2007-06-01 | 13.660586715217400 |
| 2007-07-01 | 13.689447437390700 |
| 2007-08-01 | 13.702179729819902 |
| 2007-09-01 | 13.619942874617800 |
| 2007-10-01 | 13.945903207253500 |
| 2007-11-01 | 13.878755244103301 |
| 2007-12-01 | 13.918786109883301 |
| 2008-01-01 | 13.931188235569302 |
| 2008-02-01 | 14.037933875254600 |
| 2008-03-01 | 13.911635389471600 |
| 2008-04-01 | 13.992420417972697 |
| 2008-05-01 | 14.011607681564200 |
| 2008-06-01 | 13.984923615109999 |
| 2008-07-01 | 13.978119450907400 |
| 2008-08-01 | 13.999453908305400 |
| 2008-09-01 | 13.916218059034000 |
| 2008-10-01 | 13.842232254919300 |
| 2008-11-01 | 13.773919069791901 |
| 2008-12-01 | 13.714784956420400 |
| 2009-01-01 | 13.730016738058200 |
| 2009-02-01 | 13.639227684558100 |
| 2009-03-01 | 13.605647383686000 |
| 2009-04-01 | 13.593874911389301 |
| 2009-05-01 | 13.521488030695900 |
| 2009-06-01 | 13.503207641775802 |
| 2009-07-01 | 13.466091790231900 |
| 2009-08-01 | 13.391993241396198 |
| 2009-09-01 | 13.416007592404801 |
| 2009-10-01 | 13.334810867800900 |
| 2009-11-01 | 13.383543342281499 |
| 2009-12-01 | 13.321461057278500 |
| 2010-01-01 | 13.130359314631601 |
| 2010-02-01 | 13.137913133008801 |
| 2010-03-01 | 13.202344293871601 |
| 2010-04-01 | 13.081227423247302 |
| 2010-05-01 | 13.121211818024399 |
| 2010-06-01 | 13.220439661125300 |
| 2010-07-01 | 13.260409955158900 |
| 2010-08-01 | 13.284475119685100 |
| 2010-09-01 | 13.316599686052198 |
| 2010-10-01 | 13.425292807498600 |
| 2010-11-01 | 13.388417429517200 |
| 2010-12-01 | 13.532795063443400 |
| 2011-01-01 | 13.542071804017400 |
| 2011-02-01 | 13.541667500090000 |
| 2011-03-01 | 13.498148721061100 |
| 2011-04-01 | 13.572592603152401 |
| 2011-05-01 | 13.516366264543200 |
| 2011-06-01 | 13.423453838734801 |
| 2011-07-01 | 13.458587138416700 |
| 2011-08-01 | 13.371577477897901 |
| 2011-09-01 | 13.317935173498400 |
| 2011-10-01 | 13.410998001368199 |
| 2011-11-01 | 13.497260934976600 |
| 2011-12-01 | 13.452554385025802 |
| 2012-01-01 | 13.561493571135700 |
| 2012-02-01 | 13.542636474040000 |
| 2012-03-01 | 13.597093720906999 |
| 2012-04-01 | 13.556203138230801 |
| 2012-05-01 | 13.602927912678302 |
| 2012-06-01 | 13.622424730827100 |
| 2012-07-01 | 13.663331900568199 |
| 2012-08-01 | 13.768439505142600 |
| 2012-09-01 | 13.718496919787400 |
| 2012-10-01 | 13.695428119868300 |
| 2012-11-01 | 13.695081828286000 |
| 2012-12-01 | 13.671308171701500 |
| 2013-01-01 | 13.783859165819500 |
| 2013-02-01 | 13.848057509413302 |
| 2013-03-01 | 13.800348972716200 |
| 2013-04-01 | 13.846985241999700 |
| 2013-05-01 | 13.784475089132100 |
| 2013-06-01 | 13.712527755051400 |
| 2013-07-01 | 13.669389267593800 |
| 2013-08-01 | 13.669327535063600 |
| 2013-09-01 | 13.615921651569000 |
| 2013-10-01 | 13.381744881973300 |
| 2013-11-01 | 13.497955135854600 |
| 2013-12-01 | 13.486278651319400 |
| 2014-01-01 | 13.405749819928700 |
| 2014-02-01 | 13.349090614959302 |
| 2014-03-01 | 13.306393643952802 |
| 2014-04-01 | 13.531532264935100 |
| 2014-05-01 | 13.765533799532700 |
| 2014-06-01 | 13.803699109418100 |
| 2014-07-01 | 13.876613521778200 |
| 2014-08-01 | 13.985543267338600 |
| 2014-09-01 | 14.008629631155400 |
| 2014-10-01 | 14.168883077247800 |
| 2014-11-01 | 14.195211048095699 |
| 2014-12-01 | 14.190596418530800 |
| 2015-01-01 | 14.225153128959100 |
| 2015-02-01 | 14.361588517465998 |
| 2015-03-01 | 14.314149158779900 |
| 2015-04-01 | 14.223767560868900 |
| 2015-05-01 | 14.146093635585698 |
| 2015-06-01 | 14.085665188866100 |
| 2015-07-01 | 13.974369435896099 |
| 2015-08-01 | 13.908715969233501 |
| 2015-09-01 | 13.705904840665100 |
| 2015-10-01 | 13.758137141466500 |
| 2015-11-01 | 13.700521241116900 |
| 2015-12-01 | 13.592096584491400 |
| 2016-01-01 | 13.536608846563801 |
| 2016-02-01 | 13.367176617656000 |
| 2016-03-01 | 13.319672203934000 |
| 2016-04-01 | 13.313400922782900 |
| 2016-05-01 | 13.336978465242698 |
| 2016-06-01 | 13.271734838129001 |
| 2016-07-01 | 13.268368626978400 |
| 2016-08-01 | 13.234641753391301 |
| 2016-09-01 | 13.302372608572600 |
| 2016-10-01 | 13.154999104581000 |
| 2016-11-01 | 13.297274769235498 |
| 2016-12-01 | 13.391511885072699 |
| 2017-01-01 | 13.334189112932197 |
| 2017-02-01 | 13.376293958236499 |
| 2017-03-01 | 13.328863864376100 |
| 2017-04-01 | 13.316271537943900 |
| 2017-05-01 | 13.438297186322200 |
| 2017-06-01 | 13.158713578875300 |
| 2017-07-01 | 13.056657654074400 |
| 2017-08-01 | 13.045225885593801 |
| 2017-09-01 | 13.197460757929000 |
| 2017-10-01 | 13.259788398636700 |
| 2017-11-01 | 13.191978777198301 |
| 2017-12-01 | 13.187664224615500 |
| 2018-01-01 | 13.232200484660002 |
| 2018-02-01 | 13.277760883063701 |
| 2018-03-01 | 13.339834499688301 |
| 2018-04-01 | 13.421177033662800 |
| 2018-05-01 | 13.551150978231900 |
| 2018-06-01 | 13.553546962019801 |
| 2018-07-01 | 13.447392969750302 |
| 2018-08-01 | 13.342901704452200 |
| 2018-09-01 | 13.291476440833400 |
| 2018-10-01 | 13.265910599227800 |
| 2018-11-01 | 13.176314824067301 |
| 2018-12-01 | 13.179551347349602 |
| 2019-01-01 | 13.230223750710499 |
| 2019-02-01 | 13.182716176396802 |
| 2019-03-01 | 13.256840773832600 |
| 2019-04-01 | 13.237844999770500 |
| 2019-05-01 | 13.167177197311599 |
| 2019-06-01 | 13.247325569545500 |
| 2019-07-01 | 13.234490934736100 |
| 2019-08-01 | 13.225428053857500 |
| 2019-09-01 | 13.294970801617401 |
| 2019-10-01 | 13.272518557484801 |
| 2019-11-01 | 13.358195439046302 |
| 2019-12-01 | 13.369570048849098 |
| 2020-01-01 | 13.430819893451100 |
| 2020-02-01 | 13.484850118660901 |
| 2020-03-01 | 12.970117019438900 |
| 2020-04-01 | 8.954798136429420 |
| 2020-05-01 | 10.385453977183600 |
| 2020-06-01 | 11.441629681189198 |
| 2020-07-01 | 11.824764232337198 |
| 2020-08-01 | 12.007489462538400 |
| 2020-09-01 | 12.199780937578499 |
| 2020-10-01 | 12.281914544243500 |
| 2020-11-01 | 12.241092244133899 |
| 2020-12-01 | 12.259360167526000 |
| 2021-01-01 | 12.226122047407598 |
| 2021-02-01 | 12.290551790604000 |
| 2021-03-01 | 12.283646098539300 |
| 2021-04-01 | 12.370462059375100 |
| 2021-05-01 | 12.394895045173000 |
| 2021-06-01 | 12.335029687714900 |
| 2021-07-01 | 12.315234531193600 |
| 2021-08-01 | 12.290883014810900 |
| 2021-09-01 | 12.307060311992400 |
| 2021-10-01 | 12.294015115345099 |
| 2021-11-01 | 12.334479948634500 |
| 2021-12-01 | 12.350352033246802 |
| 2022-01-01 | 12.525901087485199 |
| 2022-02-01 | 12.395082405501200 |
| 2022-03-01 | 12.292828533381000 |
| 2022-04-01 | 12.370300986906200 |
| 2022-05-01 | 12.390250912183900 |
| 2022-06-01 | 12.429952153265300 |
| 2022-07-01 | 12.510627153490699 |
| 2022-08-01 | 12.585876844061100 |
| 2022-09-01 | 12.512845716833000 |
| 2022-10-01 | 12.604375372429200 |
| 2022-11-01 | 12.640808583648901 |
| 2022-12-01 | 12.651214936081901 |
| 2023-01-01 | 12.624057949619200 |
| 2023-02-01 | 12.597251447613198 |
| 2023-03-01 | 12.594558606119900 |
| 2023-04-01 | 12.563414961361499 |
| 2023-05-01 | 12.576445550294302 |
| 2023-06-01 | 12.624430371543000 |
| 2023-07-01 | 12.607973479874001 |
| 2023-08-01 | 12.583416920301001 |
| 2023-09-01 | 12.621810011072100 |
| 2023-10-01 | 12.612965862614400 |
| 2023-11-01 | 12.554384228630301 |
| 2023-12-01 | 12.657081307127699 |
| 2024-01-01 | 12.722856579911900 |
| 2024-02-01 | 12.698472300533302 |
| 2024-03-01 | 12.790547650522301 |
| 2024-04-01 | 12.851021187463200 |
| 2024-05-01 | 12.961515234248800 |
| 2024-06-01 | 12.918401891621802 |
| 2024-07-01 | 12.908894075716300 |
| 2024-08-01 | 12.887904304936600 |
| 2024-09-01 | 12.925288131227300 |
| 2024-10-01 | 12.920287816457698 |
| 2024-11-01 | 12.968827291535700 |
| 2024-12-01 | 12.865103602723200 |
| 2025-01-01 | 13.019224881472200 |
| 2025-02-01 | 13.097457314828802 |
| 2025-03-01 | 13.084376040419200 |
| 2025-04-01 | 13.142239208320500 |
| 2025-05-01 | 13.152162296430700 |
| 2025-06-01 | 13.115894685450002 |
| 2025-07-01 | 13.011777732263901 |
| 2025-08-01 | 13.189555604515400 |