Table Data - All Employees: Private Service Providing in Akron, OH (MSA)
| Title | All Employees: Private Service Providing in Akron, OH (MSA) |
|---|---|
| Series ID | SMU39104200800000001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 6:49 PM 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 | 166.819283660742 |
| 1990-02-01 | 166.999797734053 |
| 1990-03-01 | 167.473669770898 |
| 1990-04-01 | 167.836701513285 |
| 1990-05-01 | 167.484481880725 |
| 1990-06-01 | 167.730356031954 |
| 1990-07-01 | 168.070994867344 |
| 1990-08-01 | 168.504395803342 |
| 1990-09-01 | 168.427143767744 |
| 1990-10-01 | 168.968337885261 |
| 1990-11-01 | 169.895610296271 |
| 1990-12-01 | 169.834544990796 |
| 1991-01-01 | 168.912582106059 |
| 1991-02-01 | 168.641031999509 |
| 1991-03-01 | 168.881605245293 |
| 1991-04-01 | 168.638520521153 |
| 1991-05-01 | 168.850219397464 |
| 1991-06-01 | 169.590357910163 |
| 1991-07-01 | 169.899438556674 |
| 1991-08-01 | 170.269294814946 |
| 1991-09-01 | 170.860787485346 |
| 1991-10-01 | 170.496775782439 |
| 1991-11-01 | 170.571383597735 |
| 1991-12-01 | 170.724996361624 |
| 1992-01-01 | 171.337604753353 |
| 1992-02-01 | 171.549446473161 |
| 1992-03-01 | 171.074501127826 |
| 1992-04-01 | 173.588999010028 |
| 1992-05-01 | 173.385521220895 |
| 1992-06-01 | 173.334907540139 |
| 1992-07-01 | 173.929981929871 |
| 1992-08-01 | 174.165830452742 |
| 1992-09-01 | 173.272076739084 |
| 1992-10-01 | 175.605638981441 |
| 1992-11-01 | 174.362355229507 |
| 1992-12-01 | 174.793231656368 |
| 1993-01-01 | 175.777094561153 |
| 1993-02-01 | 176.294174042600 |
| 1993-03-01 | 175.882682983616 |
| 1993-04-01 | 176.367096915673 |
| 1993-05-01 | 176.187891991302 |
| 1993-06-01 | 176.207666734347 |
| 1993-07-01 | 176.553810772465 |
| 1993-08-01 | 177.428232013188 |
| 1993-09-01 | 178.410438225854 |
| 1993-10-01 | 179.850202284353 |
| 1993-11-01 | 181.092317132991 |
| 1993-12-01 | 181.397501359673 |
| 1994-01-01 | 183.817536980760 |
| 1994-02-01 | 184.886000582691 |
| 1994-03-01 | 185.807097369396 |
| 1994-04-01 | 183.167291184710 |
| 1994-05-01 | 184.232204069750 |
| 1994-06-01 | 185.600011650250 |
| 1994-07-01 | 185.648106474139 |
| 1994-08-01 | 185.432797091525 |
| 1994-09-01 | 186.551932954790 |
| 1994-10-01 | 186.628725643640 |
| 1994-11-01 | 187.903801465213 |
| 1994-12-01 | 188.329177276256 |
| 1995-01-01 | 188.717395670931 |
| 1995-02-01 | 189.796943631137 |
| 1995-03-01 | 190.673416188302 |
| 1995-04-01 | 190.813014625001 |
| 1995-05-01 | 190.612583451986 |
| 1995-06-01 | 192.311804347166 |
| 1995-07-01 | 193.010706389725 |
| 1995-08-01 | 194.189762068531 |
| 1995-09-01 | 193.845162246079 |
| 1995-10-01 | 192.474007804346 |
| 1995-11-01 | 193.230105838414 |
| 1995-12-01 | 194.259302103386 |
| 1996-01-01 | 195.130543906208 |
| 1996-02-01 | 194.782362826319 |
| 1996-03-01 | 195.044016156300 |
| 1996-04-01 | 195.236186182804 |
| 1996-05-01 | 196.156441932237 |
| 1996-06-01 | 196.028830017702 |
| 1996-07-01 | 196.615915386024 |
| 1996-08-01 | 197.704668879052 |
| 1996-09-01 | 198.166680663524 |
| 1996-10-01 | 199.243894038600 |
| 1996-11-01 | 199.866962148248 |
| 1996-12-01 | 198.935430790734 |
| 1997-01-01 | 198.308253305198 |
| 1997-02-01 | 199.144317965155 |
| 1997-03-01 | 199.216567113504 |
| 1997-04-01 | 199.096913276177 |
| 1997-05-01 | 199.533557504629 |
| 1997-06-01 | 200.248555824730 |
| 1997-07-01 | 200.704808229988 |
| 1997-08-01 | 200.799780101108 |
| 1997-09-01 | 200.755098814026 |
| 1997-10-01 | 200.448923308238 |
| 1997-11-01 | 199.982276462278 |
| 1997-12-01 | 200.437422637820 |
| 1998-01-01 | 200.730297796094 |
| 1998-02-01 | 200.943338288507 |
| 1998-03-01 | 201.114775562011 |
| 1998-04-01 | 201.978156776908 |
| 1998-05-01 | 201.519651751810 |
| 1998-06-01 | 201.031537310501 |
| 1998-07-01 | 200.798494117501 |
| 1998-08-01 | 200.675201913578 |
| 1998-09-01 | 200.161479715163 |
| 1998-10-01 | 202.533622251676 |
| 1998-11-01 | 202.634541655700 |
| 1998-12-01 | 203.187387151045 |
| 1999-01-01 | 203.020406039251 |
| 1999-02-01 | 204.005094342043 |
| 1999-03-01 | 204.495983262838 |
| 1999-04-01 | 206.889685317460 |
| 1999-05-01 | 205.738813772637 |
| 1999-06-01 | 205.574121412984 |
| 1999-07-01 | 208.109349781843 |
| 1999-08-01 | 207.059022352742 |
| 1999-09-01 | 207.102975682140 |
| 1999-10-01 | 207.671650608155 |
| 1999-11-01 | 208.413100260106 |
| 1999-12-01 | 208.754074186525 |
| 2000-01-01 | 208.148231886831 |
| 2000-02-01 | 207.951491766128 |
| 2000-03-01 | 209.106573068782 |
| 2000-04-01 | 208.767631253091 |
| 2000-05-01 | 207.908098742551 |
| 2000-06-01 | 208.945942652648 |
| 2000-07-01 | 209.117180360913 |
| 2000-08-01 | 209.108963611092 |
| 2000-09-01 | 208.929286301111 |
| 2000-10-01 | 208.850108578139 |
| 2000-11-01 | 208.878834719769 |
| 2000-12-01 | 209.135020657386 |
| 2001-01-01 | 209.696223995666 |
| 2001-02-01 | 209.800277430519 |
| 2001-03-01 | 209.497754617078 |
| 2001-04-01 | 210.014495353411 |
| 2001-05-01 | 211.387864710394 |
| 2001-06-01 | 211.934630110902 |
| 2001-07-01 | 210.119362693855 |
| 2001-08-01 | 210.666651619366 |
| 2001-09-01 | 210.356850287763 |
| 2001-10-01 | 210.987215740115 |
| 2001-11-01 | 211.405958038387 |
| 2001-12-01 | 211.389082575848 |
| 2002-01-01 | 210.930244897722 |
| 2002-02-01 | 210.379401044800 |
| 2002-03-01 | 210.529557089844 |
| 2002-04-01 | 208.927254237561 |
| 2002-05-01 | 208.573150241495 |
| 2002-06-01 | 209.264117119637 |
| 2002-07-01 | 209.412761915204 |
| 2002-08-01 | 209.753215691915 |
| 2002-09-01 | 209.958710554107 |
| 2002-10-01 | 209.694859286059 |
| 2002-11-01 | 208.286612439390 |
| 2002-12-01 | 208.278078090839 |
| 2003-01-01 | 211.580337962865 |
| 2003-02-01 | 211.091116119070 |
| 2003-03-01 | 210.811710014385 |
| 2003-04-01 | 211.645594639700 |
| 2003-05-01 | 212.297304553143 |
| 2003-06-01 | 211.980827535065 |
| 2003-07-01 | 212.671058108615 |
| 2003-08-01 | 213.324727346949 |
| 2003-09-01 | 213.776387991255 |
| 2003-10-01 | 213.592430481077 |
| 2003-11-01 | 213.881248413404 |
| 2003-12-01 | 214.178012492828 |
| 2004-01-01 | 214.621397377023 |
| 2004-02-01 | 214.768496338210 |
| 2004-03-01 | 215.600833639320 |
| 2004-04-01 | 216.523227751909 |
| 2004-05-01 | 216.551547215698 |
| 2004-06-01 | 217.241229490678 |
| 2004-07-01 | 217.251791004971 |
| 2004-08-01 | 217.445822275167 |
| 2004-09-01 | 218.078149349516 |
| 2004-10-01 | 218.628517998515 |
| 2004-11-01 | 219.243361076437 |
| 2004-12-01 | 219.488942008452 |
| 2005-01-01 | 220.717871983502 |
| 2005-02-01 | 221.641100164019 |
| 2005-03-01 | 222.304392032534 |
| 2005-04-01 | 223.506697269988 |
| 2005-05-01 | 222.964811150372 |
| 2005-06-01 | 222.899787272115 |
| 2005-07-01 | 223.711148244489 |
| 2005-08-01 | 224.021347150498 |
| 2005-09-01 | 224.319641614899 |
| 2005-10-01 | 225.089729880302 |
| 2005-11-01 | 224.658190436105 |
| 2005-12-01 | 224.857424171423 |
| 2006-01-01 | 224.044692648291 |
| 2006-02-01 | 224.451551691817 |
| 2006-03-01 | 224.635946598500 |
| 2006-04-01 | 225.247327983078 |
| 2006-05-01 | 225.334771014890 |
| 2006-06-01 | 226.413142827261 |
| 2006-07-01 | 226.917986262668 |
| 2006-08-01 | 227.644484344998 |
| 2006-09-01 | 226.610292780120 |
| 2006-10-01 | 225.823325918179 |
| 2006-11-01 | 226.819780884275 |
| 2006-12-01 | 226.950664188590 |
| 2007-01-01 | 227.165409367825 |
| 2007-02-01 | 226.835946984186 |
| 2007-03-01 | 227.053341257524 |
| 2007-04-01 | 227.802614800081 |
| 2007-05-01 | 228.683341649473 |
| 2007-06-01 | 230.119486633936 |
| 2007-07-01 | 229.700671837974 |
| 2007-08-01 | 230.018840454354 |
| 2007-09-01 | 230.132812703970 |
| 2007-10-01 | 230.411690422834 |
| 2007-11-01 | 231.235925411831 |
| 2007-12-01 | 232.038527317204 |
| 2008-01-01 | 233.228844753764 |
| 2008-02-01 | 233.306498492005 |
| 2008-03-01 | 232.337683394338 |
| 2008-04-01 | 231.912308350399 |
| 2008-05-01 | 231.984691190168 |
| 2008-06-01 | 231.147685918324 |
| 2008-07-01 | 230.813017559286 |
| 2008-08-01 | 230.907207296559 |
| 2008-09-01 | 230.415637221585 |
| 2008-10-01 | 228.857415112920 |
| 2008-11-01 | 227.972869476670 |
| 2008-12-01 | 227.653519767398 |
| 2009-01-01 | 225.145266188233 |
| 2009-02-01 | 223.451407344943 |
| 2009-03-01 | 222.614543189763 |
| 2009-04-01 | 219.689840674850 |
| 2009-05-01 | 219.253784150607 |
| 2009-06-01 | 218.111340169848 |
| 2009-07-01 | 216.931623186262 |
| 2009-08-01 | 216.499197436140 |
| 2009-09-01 | 216.727966755299 |
| 2009-10-01 | 216.380470927677 |
| 2009-11-01 | 216.192368292073 |
| 2009-12-01 | 216.113326318976 |
| 2010-01-01 | 216.452314685230 |
| 2010-02-01 | 216.505580949048 |
| 2010-03-01 | 217.352473129081 |
| 2010-04-01 | 217.660365049113 |
| 2010-05-01 | 217.230093175714 |
| 2010-06-01 | 218.232666985446 |
| 2010-07-01 | 218.674955037418 |
| 2010-08-01 | 218.760934336882 |
| 2010-09-01 | 219.158356145345 |
| 2010-10-01 | 220.400314224738 |
| 2010-11-01 | 220.473112367367 |
| 2010-12-01 | 220.500694323538 |
| 2011-01-01 | 219.598519302551 |
| 2011-02-01 | 220.269753771123 |
| 2011-03-01 | 220.494088762129 |
| 2011-04-01 | 221.018244617056 |
| 2011-05-01 | 220.869906086868 |
| 2011-06-01 | 220.785872123908 |
| 2011-07-01 | 221.251342586166 |
| 2011-08-01 | 221.087151115272 |
| 2011-09-01 | 220.668646385885 |
| 2011-10-01 | 221.160209418744 |
| 2011-11-01 | 221.139807324155 |
| 2011-12-01 | 221.275780826938 |
| 2012-01-01 | 222.778957621530 |
| 2012-02-01 | 223.679544336242 |
| 2012-03-01 | 223.761604110901 |
| 2012-04-01 | 223.296945440102 |
| 2012-05-01 | 223.635393178381 |
| 2012-06-01 | 224.036064288156 |
| 2012-07-01 | 223.454490420321 |
| 2012-08-01 | 223.957522908635 |
| 2012-09-01 | 224.330575472468 |
| 2012-10-01 | 223.075742940155 |
| 2012-11-01 | 225.063997898892 |
| 2012-12-01 | 224.780183334718 |
| 2013-01-01 | 224.686217112068 |
| 2013-02-01 | 225.084572914707 |
| 2013-03-01 | 224.571743979287 |
| 2013-04-01 | 225.020855106942 |
| 2013-05-01 | 225.893744797156 |
| 2013-06-01 | 226.118454780434 |
| 2013-07-01 | 226.865803447823 |
| 2013-08-01 | 227.109886153498 |
| 2013-09-01 | 227.098000583241 |
| 2013-10-01 | 226.320719423241 |
| 2013-11-01 | 226.955098839368 |
| 2013-12-01 | 228.163218904713 |
| 2014-01-01 | 228.889607644208 |
| 2014-02-01 | 229.421073735932 |
| 2014-03-01 | 230.081275236388 |
| 2014-04-01 | 230.967841647312 |
| 2014-05-01 | 231.078336316060 |
| 2014-06-01 | 231.656857599355 |
| 2014-07-01 | 231.870362932791 |
| 2014-08-01 | 232.659763045102 |
| 2014-09-01 | 232.514850915351 |
| 2014-10-01 | 234.248709753340 |
| 2014-11-01 | 235.176519071740 |
| 2014-12-01 | 235.628765678659 |
| 2015-01-01 | 235.442058748134 |
| 2015-02-01 | 235.864391730855 |
| 2015-03-01 | 236.393216011052 |
| 2015-04-01 | 236.854698692663 |
| 2015-05-01 | 237.392252943670 |
| 2015-06-01 | 237.618893149092 |
| 2015-07-01 | 237.804436261021 |
| 2015-08-01 | 237.906916870013 |
| 2015-09-01 | 238.154216964237 |
| 2015-10-01 | 238.318387211058 |
| 2015-11-01 | 238.440197926814 |
| 2015-12-01 | 238.459041328570 |
| 2016-01-01 | 239.354420559614 |
| 2016-02-01 | 239.306832224820 |
| 2016-03-01 | 239.180070370413 |
| 2016-04-01 | 240.971644154841 |
| 2016-05-01 | 240.416617838732 |
| 2016-06-01 | 240.322634185334 |
| 2016-07-01 | 241.039806052324 |
| 2016-08-01 | 240.719440545775 |
| 2016-09-01 | 241.851286793279 |
| 2016-10-01 | 240.862684138130 |
| 2016-11-01 | 240.868639375913 |
| 2016-12-01 | 240.965487660410 |
| 2017-01-01 | 240.753392688893 |
| 2017-02-01 | 241.107948440253 |
| 2017-03-01 | 241.241098805003 |
| 2017-04-01 | 241.684989852827 |
| 2017-05-01 | 241.684202600148 |
| 2017-06-01 | 241.275546641736 |
| 2017-07-01 | 240.976644486809 |
| 2017-08-01 | 241.107584417954 |
| 2017-09-01 | 242.198095474337 |
| 2017-10-01 | 241.396480635874 |
| 2017-11-01 | 240.993029294573 |
| 2017-12-01 | 241.280384663688 |
| 2018-01-01 | 240.547441496822 |
| 2018-02-01 | 241.080167170712 |
| 2018-03-01 | 241.453778329517 |
| 2018-04-01 | 240.440631387500 |
| 2018-05-01 | 240.908538601785 |
| 2018-06-01 | 241.372824799272 |
| 2018-07-01 | 240.947654991140 |
| 2018-08-01 | 241.362832314541 |
| 2018-09-01 | 240.710562437461 |
| 2018-10-01 | 240.948610613275 |
| 2018-11-01 | 240.402144824320 |
| 2018-12-01 | 240.284290503393 |
| 2019-01-01 | 241.073452523219 |
| 2019-02-01 | 240.679168378008 |
| 2019-03-01 | 240.852062046963 |
| 2019-04-01 | 241.523597162320 |
| 2019-05-01 | 241.067331020369 |
| 2019-06-01 | 241.043934471677 |
| 2019-07-01 | 240.457594849813 |
| 2019-08-01 | 240.389723863756 |
| 2019-09-01 | 239.789260847317 |
| 2019-10-01 | 239.311532703424 |
| 2019-11-01 | 241.554857300350 |
| 2019-12-01 | 242.256117779012 |
| 2020-01-01 | 242.648428167627 |
| 2020-02-01 | 243.194349646338 |
| 2020-03-01 | 241.159102476723 |
| 2020-04-01 | 200.644645216461 |
| 2020-05-01 | 208.276390727197 |
| 2020-06-01 | 219.919095869417 |
| 2020-07-01 | 221.913154920699 |
| 2020-08-01 | 223.527909432328 |
| 2020-09-01 | 225.881271959402 |
| 2020-10-01 | 228.247566882349 |
| 2020-11-01 | 227.725857732384 |
| 2020-12-01 | 227.647965077367 |
| 2021-01-01 | 228.366412020771 |
| 2021-02-01 | 229.642706200183 |
| 2021-03-01 | 230.018513309496 |
| 2021-04-01 | 230.613908810287 |
| 2021-05-01 | 231.476159059402 |
| 2021-06-01 | 231.614400376350 |
| 2021-07-01 | 232.853299980482 |
| 2021-08-01 | 232.790376768441 |
| 2021-09-01 | 230.451005650986 |
| 2021-10-01 | 233.330070675815 |
| 2021-11-01 | 233.851504066360 |
| 2021-12-01 | 234.184065416989 |
| 2022-01-01 | 234.466881700517 |
| 2022-02-01 | 235.085428229524 |
| 2022-03-01 | 235.640687507152 |
| 2022-04-01 | 238.863382758358 |
| 2022-05-01 | 238.850086773666 |
| 2022-06-01 | 239.840478801376 |
| 2022-07-01 | 240.738960569698 |
| 2022-08-01 | 241.542572041881 |
| 2022-09-01 | 241.956177650822 |
| 2022-10-01 | 243.052759285715 |
| 2022-11-01 | 243.417703174117 |
| 2022-12-01 | 243.904169916656 |
| 2023-01-01 | 244.693807088535 |
| 2023-02-01 | 244.995631244480 |
| 2023-03-01 | 244.276878230051 |
| 2023-04-01 | 243.662168990329 |
| 2023-05-01 | 243.070679035636 |
| 2023-06-01 | 243.585941788114 |
| 2023-07-01 | 243.089429474464 |
| 2023-08-01 | 242.786357998352 |
| 2023-09-01 | 242.902395753110 |
| 2023-10-01 | 242.552260625360 |
| 2023-11-01 | 242.840244318493 |
| 2023-12-01 | 243.046933989210 |
| 2024-01-01 | 243.099080243299 |
| 2024-02-01 | 243.194494611835 |
| 2024-03-01 | 243.640597891431 |
| 2024-04-01 | 243.599397076033 |
| 2024-05-01 | 244.288262600758 |
| 2024-06-01 | 243.825707028996 |
| 2024-07-01 | 243.692423767636 |
| 2024-08-01 | 243.436154684780 |
| 2024-09-01 | 243.568698001347 |
| 2024-10-01 | 243.752614073438 |
| 2024-11-01 | 243.803817291811 |
| 2024-12-01 | 244.338243568394 |
| 2025-01-01 | 243.974223285705 |
| 2025-02-01 | 244.232103890848 |
| 2025-03-01 | 243.929785338727 |
| 2025-04-01 | 244.067904375234 |
| 2025-05-01 | 243.417221218608 |
| 2025-06-01 | 242.419753526412 |
| 2025-07-01 | 242.212908009329 |
| 2025-08-01 | 242.518188344272 |
| 2025-09-01 | 241.791927443549 |
| 2025-10-01 | 241.411270486164 |
| 2025-11-01 | 240.556927830621 |
| 2025-12-01 | 240.397021037664 |
| 2026-01-01 | 240.982036182012 |
| 2026-02-01 | 240.439360592849 |
| 2026-03-01 | 241.085743808644 |
| 2026-04-01 | 241.069105822327 |
| 2026-05-01 | 241.263998099632 |
| 2026-06-01 | 242.493683935432 |
| 2026-07-01 | 242.524741920886 |