Table Data - All Employees: Wholesale Trade in Akron, OH (MSA)
| Title | All Employees: Wholesale Trade in Akron, OH (MSA) |
|---|---|
| Series ID | SMU39104204100000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:28 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 | 12.2180444608 |
| 1990-02-01 | 12.2505968110 |
| 1990-03-01 | 12.3554658206 |
| 1990-04-01 | 12.5136972399 |
| 1990-05-01 | 12.4045746214 |
| 1990-06-01 | 12.3745361267 |
| 1990-07-01 | 12.3215134452 |
| 1990-08-01 | 12.3933535539 |
| 1990-09-01 | 12.3690705443 |
| 1990-10-01 | 12.3143088031 |
| 1990-11-01 | 12.4078392844 |
| 1990-12-01 | 12.4805248348 |
| 1991-01-01 | 12.2181782109 |
| 1991-02-01 | 12.1491261091 |
| 1991-03-01 | 12.2633369226 |
| 1991-04-01 | 12.0116708885 |
| 1991-05-01 | 11.8974703301 |
| 1991-06-01 | 11.8624987228 |
| 1991-07-01 | 11.8138357932 |
| 1991-08-01 | 11.8928808345 |
| 1991-09-01 | 11.9784638081 |
| 1991-10-01 | 11.9247359844 |
| 1991-11-01 | 11.8143848618 |
| 1991-12-01 | 11.7858471399 |
| 1992-01-01 | 11.7242774282 |
| 1992-02-01 | 11.7429157476 |
| 1992-03-01 | 11.6707139246 |
| 1992-04-01 | 11.7071329586 |
| 1992-05-01 | 11.7843948014 |
| 1992-06-01 | 11.7417736190 |
| 1992-07-01 | 11.7955188337 |
| 1992-08-01 | 11.6913726381 |
| 1992-09-01 | 11.6941234687 |
| 1992-10-01 | 11.7431082003 |
| 1992-11-01 | 11.7300182083 |
| 1992-12-01 | 11.5975079951 |
| 1993-01-01 | 11.9304054283 |
| 1993-02-01 | 12.0368362419 |
| 1993-03-01 | 12.1832221170 |
| 1993-04-01 | 11.8931333172 |
| 1993-05-01 | 11.9605513882 |
| 1993-06-01 | 12.0188346486 |
| 1993-07-01 | 12.0786972499 |
| 1993-08-01 | 12.0854796180 |
| 1993-09-01 | 12.2108793576 |
| 1993-10-01 | 12.2697499724 |
| 1993-11-01 | 12.3459915961 |
| 1993-12-01 | 12.4079393027 |
| 1994-01-01 | 12.9406824031 |
| 1994-02-01 | 12.9382848632 |
| 1994-03-01 | 12.8830180949 |
| 1994-04-01 | 12.9760638404 |
| 1994-05-01 | 13.0410893855 |
| 1994-06-01 | 13.1021910522 |
| 1994-07-01 | 13.0659831782 |
| 1994-08-01 | 13.0781036123 |
| 1994-09-01 | 13.0169045971 |
| 1994-10-01 | 13.0974658249 |
| 1994-11-01 | 13.1602066060 |
| 1994-12-01 | 13.2089811657 |
| 1995-01-01 | 13.2519840813 |
| 1995-02-01 | 13.4515527819 |
| 1995-03-01 | 13.5842173637 |
| 1995-04-01 | 13.9523868660 |
| 1995-05-01 | 13.8245882901 |
| 1995-06-01 | 13.9937813566 |
| 1995-07-01 | 14.1667439844 |
| 1995-08-01 | 14.2637818520 |
| 1995-09-01 | 14.3215404534 |
| 1995-10-01 | 14.4161884919 |
| 1995-11-01 | 14.3678170811 |
| 1995-12-01 | 14.6982183163 |
| 1996-01-01 | 14.9684289791 |
| 1996-02-01 | 15.0720411522 |
| 1996-03-01 | 15.1700077022 |
| 1996-04-01 | 15.3354369530 |
| 1996-05-01 | 15.4254867256 |
| 1996-06-01 | 15.5913146603 |
| 1996-07-01 | 15.3713516495 |
| 1996-08-01 | 15.3545173218 |
| 1996-09-01 | 15.6184886955 |
| 1996-10-01 | 15.6228471836 |
| 1996-11-01 | 15.6789378696 |
| 1996-12-01 | 15.6801844269 |
| 1997-01-01 | 15.6792587530 |
| 1997-02-01 | 15.6871790297 |
| 1997-03-01 | 15.7555742961 |
| 1997-04-01 | 16.2235107425 |
| 1997-05-01 | 16.2333619992 |
| 1997-06-01 | 16.1919953064 |
| 1997-07-01 | 16.2811974598 |
| 1997-08-01 | 16.2546170219 |
| 1997-09-01 | 16.3188412499 |
| 1997-10-01 | 16.2159524943 |
| 1997-11-01 | 16.1884878779 |
| 1997-12-01 | 16.1664748858 |
| 1998-01-01 | 15.9788079636 |
| 1998-02-01 | 15.8968174520 |
| 1998-03-01 | 15.8302752829 |
| 1998-04-01 | 15.9200953576 |
| 1998-05-01 | 16.0516686165 |
| 1998-06-01 | 15.8942657784 |
| 1998-07-01 | 15.8912855644 |
| 1998-08-01 | 15.9655897058 |
| 1998-09-01 | 15.8147887811 |
| 1998-10-01 | 16.0064435648 |
| 1998-11-01 | 16.0019275674 |
| 1998-12-01 | 16.0546437965 |
| 1999-01-01 | 16.0682811880 |
| 1999-02-01 | 16.0992296784 |
| 1999-03-01 | 16.0050266187 |
| 1999-04-01 | 16.2132654747 |
| 1999-05-01 | 16.2707273268 |
| 1999-06-01 | 16.3998224717 |
| 1999-07-01 | 16.4067733938 |
| 1999-08-01 | 16.3803653998 |
| 1999-09-01 | 16.4163098610 |
| 1999-10-01 | 16.2923444585 |
| 1999-11-01 | 16.4137531461 |
| 1999-12-01 | 16.5549838817 |
| 2000-01-01 | 16.5527836745 |
| 2000-02-01 | 16.6904968493 |
| 2000-03-01 | 16.6713945484 |
| 2000-04-01 | 16.6106241011 |
| 2000-05-01 | 16.5895757503 |
| 2000-06-01 | 16.6051779345 |
| 2000-07-01 | 16.6261622945 |
| 2000-08-01 | 16.6002789479 |
| 2000-09-01 | 16.6120636493 |
| 2000-10-01 | 16.6878174721 |
| 2000-11-01 | 16.7274166078 |
| 2000-12-01 | 16.5573658978 |
| 2001-01-01 | 17.5327493396 |
| 2001-02-01 | 17.3709484371 |
| 2001-03-01 | 17.3392342709 |
| 2001-04-01 | 17.1072028415 |
| 2001-05-01 | 17.4994815366 |
| 2001-06-01 | 17.4188873027 |
| 2001-07-01 | 17.1506356606 |
| 2001-08-01 | 17.1239476550 |
| 2001-09-01 | 17.0089882929 |
| 2001-10-01 | 16.8854956216 |
| 2001-11-01 | 16.7309162057 |
| 2001-12-01 | 16.6706013544 |
| 2002-01-01 | 16.5047433709 |
| 2002-02-01 | 16.3446615508 |
| 2002-03-01 | 16.3141801115 |
| 2002-04-01 | 16.2065005374 |
| 2002-05-01 | 16.0045289584 |
| 2002-06-01 | 15.8341702900 |
| 2002-07-01 | 15.7734441578 |
| 2002-08-01 | 15.6462371278 |
| 2002-09-01 | 15.6099173773 |
| 2002-10-01 | 15.4904625369 |
| 2002-11-01 | 15.3272263304 |
| 2002-12-01 | 15.2753618344 |
| 2003-01-01 | 15.9808355449 |
| 2003-02-01 | 16.0136846519 |
| 2003-03-01 | 16.0019075525 |
| 2003-04-01 | 15.9079623155 |
| 2003-05-01 | 15.9099980697 |
| 2003-06-01 | 15.9457854476 |
| 2003-07-01 | 15.8926951179 |
| 2003-08-01 | 15.9616281004 |
| 2003-09-01 | 16.0239496238 |
| 2003-10-01 | 15.9899498212 |
| 2003-11-01 | 16.2109913546 |
| 2003-12-01 | 16.0874506393 |
| 2004-01-01 | 15.8554008987 |
| 2004-02-01 | 15.9838699904 |
| 2004-03-01 | 15.9990777007 |
| 2004-04-01 | 16.0207886222 |
| 2004-05-01 | 16.1149462432 |
| 2004-06-01 | 16.0461985042 |
| 2004-07-01 | 16.2074151685 |
| 2004-08-01 | 16.2714115485 |
| 2004-09-01 | 16.5424560103 |
| 2004-10-01 | 16.4853221162 |
| 2004-11-01 | 16.5926780905 |
| 2004-12-01 | 16.6892251031 |
| 2005-01-01 | 16.9376221898 |
| 2005-02-01 | 17.0643130527 |
| 2005-03-01 | 17.1085599612 |
| 2005-04-01 | 17.2343952587 |
| 2005-05-01 | 17.2218394170 |
| 2005-06-01 | 17.2479399119 |
| 2005-07-01 | 17.3110226754 |
| 2005-08-01 | 17.0717699451 |
| 2005-09-01 | 17.1581546081 |
| 2005-10-01 | 17.2705200520 |
| 2005-11-01 | 17.3729630849 |
| 2005-12-01 | 17.4006734128 |
| 2006-01-01 | 17.4171974673 |
| 2006-02-01 | 17.5620705671 |
| 2006-03-01 | 17.5308662427 |
| 2006-04-01 | 17.5447838669 |
| 2006-05-01 | 17.6291768572 |
| 2006-06-01 | 17.8476669920 |
| 2006-07-01 | 17.8052026951 |
| 2006-08-01 | 17.9575562610 |
| 2006-09-01 | 17.9643748037 |
| 2006-10-01 | 18.0578284196 |
| 2006-11-01 | 18.1647050445 |
| 2006-12-01 | 18.0998850055 |
| 2007-01-01 | 18.2148900776 |
| 2007-02-01 | 18.1760261181 |
| 2007-03-01 | 18.2544141096 |
| 2007-04-01 | 18.1496033754 |
| 2007-05-01 | 18.2357269454 |
| 2007-06-01 | 18.1454048985 |
| 2007-07-01 | 18.0908172388 |
| 2007-08-01 | 18.0371638530 |
| 2007-09-01 | 18.0531920369 |
| 2007-10-01 | 18.1491837741 |
| 2007-11-01 | 18.0686704292 |
| 2007-12-01 | 18.1045519495 |
| 2008-01-01 | 18.0268401235 |
| 2008-02-01 | 17.9922545290 |
| 2008-03-01 | 17.9753514286 |
| 2008-04-01 | 18.0495504517 |
| 2008-05-01 | 17.9341520366 |
| 2008-06-01 | 17.8437431897 |
| 2008-07-01 | 17.8678480999 |
| 2008-08-01 | 17.8193391278 |
| 2008-09-01 | 17.7311062003 |
| 2008-10-01 | 17.6507727440 |
| 2008-11-01 | 17.4838935840 |
| 2008-12-01 | 17.3048534013 |
| 2009-01-01 | 17.2551291392 |
| 2009-02-01 | 17.0055594259 |
| 2009-03-01 | 16.7858767895 |
| 2009-04-01 | 16.7466116930 |
| 2009-05-01 | 16.6268585469 |
| 2009-06-01 | 16.6420565645 |
| 2009-07-01 | 16.7388839598 |
| 2009-08-01 | 16.6122815133 |
| 2009-09-01 | 16.5068191305 |
| 2009-10-01 | 16.4559626377 |
| 2009-11-01 | 16.4975125544 |
| 2009-12-01 | 16.6162261853 |
| 2010-01-01 | 16.5865811849 |
| 2010-02-01 | 16.6081333812 |
| 2010-03-01 | 16.8925354370 |
| 2010-04-01 | 16.7410996682 |
| 2010-05-01 | 16.8154018924 |
| 2010-06-01 | 16.9438982844 |
| 2010-07-01 | 16.8061237678 |
| 2010-08-01 | 16.8066176300 |
| 2010-09-01 | 16.8938093480 |
| 2010-10-01 | 16.8697157386 |
| 2010-11-01 | 16.9050568253 |
| 2010-12-01 | 16.8210609407 |
| 2011-01-01 | 17.0247588803 |
| 2011-02-01 | 17.2059402014 |
| 2011-03-01 | 17.1851141142 |
| 2011-04-01 | 17.4442186983 |
| 2011-05-01 | 17.4053308572 |
| 2011-06-01 | 17.4415411660 |
| 2011-07-01 | 17.5786250464 |
| 2011-08-01 | 17.6039715165 |
| 2011-09-01 | 17.6860739919 |
| 2011-10-01 | 17.6831074567 |
| 2011-11-01 | 17.7058871574 |
| 2011-12-01 | 17.7306788678 |
| 2012-01-01 | 17.8517401616 |
| 2012-02-01 | 17.9040610744 |
| 2012-03-01 | 17.9786782595 |
| 2012-04-01 | 17.8490357677 |
| 2012-05-01 | 17.8922032624 |
| 2012-06-01 | 17.9437588369 |
| 2012-07-01 | 17.6574120688 |
| 2012-08-01 | 17.8003428988 |
| 2012-09-01 | 17.8836822796 |
| 2012-10-01 | 17.9957225040 |
| 2012-11-01 | 18.0043822595 |
| 2012-12-01 | 17.9337179616 |
| 2013-01-01 | 17.8665344298 |
| 2013-02-01 | 17.9064707993 |
| 2013-03-01 | 17.7738597963 |
| 2013-04-01 | 17.9547929440 |
| 2013-05-01 | 17.9866431534 |
| 2013-06-01 | 17.8411484778 |
| 2013-07-01 | 18.0478787077 |
| 2013-08-01 | 18.0980747822 |
| 2013-09-01 | 17.9805777710 |
| 2013-10-01 | 18.1028531203 |
| 2013-11-01 | 18.3029201807 |
| 2013-12-01 | 18.2363841872 |
| 2014-01-01 | 18.1632960604 |
| 2014-02-01 | 18.2093970164 |
| 2014-03-01 | 18.2805304628 |
| 2014-04-01 | 18.2580531644 |
| 2014-05-01 | 18.2846104208 |
| 2014-06-01 | 18.3367335907 |
| 2014-07-01 | 18.4496390416 |
| 2014-08-01 | 18.4914077863 |
| 2014-09-01 | 18.4845870333 |
| 2014-10-01 | 18.4086850633 |
| 2014-11-01 | 18.4018805715 |
| 2014-12-01 | 18.4308848184 |
| 2015-01-01 | 18.5499200115 |
| 2015-02-01 | 18.5108293067 |
| 2015-03-01 | 18.5841707489 |
| 2015-04-01 | 18.5684215567 |
| 2015-05-01 | 18.5894819504 |
| 2015-06-01 | 18.5307071363 |
| 2015-07-01 | 18.4537330691 |
| 2015-08-01 | 18.3911710638 |
| 2015-09-01 | 18.3874456866 |
| 2015-10-01 | 18.3119713002 |
| 2015-11-01 | 18.3000652668 |
| 2015-12-01 | 18.2290260772 |
| 2016-01-01 | 18.1246855082 |
| 2016-02-01 | 18.1085703644 |
| 2016-03-01 | 17.9907919629 |
| 2016-04-01 | 18.0772795048 |
| 2016-05-01 | 17.9991184351 |
| 2016-06-01 | 18.0251651047 |
| 2016-07-01 | 17.9585564314 |
| 2016-08-01 | 17.9981811185 |
| 2016-09-01 | 17.9926828925 |
| 2016-10-01 | 17.9127065548 |
| 2016-11-01 | 17.7936322540 |
| 2016-12-01 | 17.7221402351 |
| 2017-01-01 | 18.0021339513 |
| 2017-02-01 | 18.0027945140 |
| 2017-03-01 | 17.8949503134 |
| 2017-04-01 | 17.8895664833 |
| 2017-05-01 | 17.9139080752 |
| 2017-06-01 | 17.9206057667 |
| 2017-07-01 | 17.8606877222 |
| 2017-08-01 | 17.9072466526 |
| 2017-09-01 | 17.9007079078 |
| 2017-10-01 | 18.1100418418 |
| 2017-11-01 | 18.0811751952 |
| 2017-12-01 | 18.1134866036 |
| 2018-01-01 | 18.1879474316 |
| 2018-02-01 | 18.1972594879 |
| 2018-03-01 | 18.1985448025 |
| 2018-04-01 | 18.1022995335 |
| 2018-05-01 | 18.0248841583 |
| 2018-06-01 | 18.1228067118 |
| 2018-07-01 | 18.2538885979 |
| 2018-08-01 | 18.2131020968 |
| 2018-09-01 | 18.2164235343 |
| 2018-10-01 | 18.2015696163 |
| 2018-11-01 | 18.2719918166 |
| 2018-12-01 | 18.2017358790 |
| 2019-01-01 | 18.2867526861 |
| 2019-02-01 | 18.1909951914 |
| 2019-03-01 | 18.2025069877 |
| 2019-04-01 | 18.2092280690 |
| 2019-05-01 | 18.1331935284 |
| 2019-06-01 | 18.2344940814 |
| 2019-07-01 | 18.1331447881 |
| 2019-08-01 | 18.1114767759 |
| 2019-09-01 | 18.1286106944 |
| 2019-10-01 | 17.9996288641 |
| 2019-11-01 | 17.9698530498 |
| 2019-12-01 | 17.9993122986 |
| 2020-01-01 | 17.8911097614 |
| 2020-02-01 | 17.8910106906 |
| 2020-03-01 | 17.8993737107 |
| 2020-04-01 | 16.5089343433 |
| 2020-05-01 | 16.5381924537 |
| 2020-06-01 | 16.5338577334 |
| 2020-07-01 | 16.5129276685 |
| 2020-08-01 | 16.6104802424 |
| 2020-09-01 | 16.6352537090 |
| 2020-10-01 | 16.9008245310 |
| 2020-11-01 | 16.8846601529 |
| 2020-12-01 | 16.9011677762 |
| 2021-01-01 | 16.9011950127 |
| 2021-02-01 | 16.9927442777 |
| 2021-03-01 | 16.9947800163 |
| 2021-04-01 | 16.9978089693 |
| 2021-05-01 | 17.1368410018 |
| 2021-06-01 | 17.1250316990 |
| 2021-07-01 | 17.2923569991 |
| 2021-08-01 | 17.3106374523 |
| 2021-09-01 | 17.3374958888 |
| 2021-10-01 | 17.5117396207 |
| 2021-11-01 | 17.5055541804 |
| 2021-12-01 | 17.4137426903 |
| 2022-01-01 | 17.8088163351 |
| 2022-02-01 | 17.7996273984 |
| 2022-03-01 | 17.7804276030 |
| 2022-04-01 | 17.9841242193 |
| 2022-05-01 | 17.9295171767 |
| 2022-06-01 | 17.9083105229 |
| 2022-07-01 | 18.0725060145 |
| 2022-08-01 | 18.1170431582 |
| 2022-09-01 | 18.1445478915 |
| 2022-10-01 | 18.1150003910 |
| 2022-11-01 | 18.1374440109 |
| 2022-12-01 | 18.1344251857 |
| 2023-01-01 | 18.1086532867 |
| 2023-02-01 | 18.1035926421 |
| 2023-03-01 | 18.1671421397 |
| 2023-04-01 | 18.0662928484 |
| 2023-05-01 | 18.0186264639 |
| 2023-06-01 | 18.0958537165 |
| 2023-07-01 | 17.9555801154 |
| 2023-08-01 | 18.0231953343 |
| 2023-09-01 | 18.0498929438 |
| 2023-10-01 | 17.9244533963 |
| 2023-11-01 | 18.0598492869 |
| 2023-12-01 | 18.1589350080 |
| 2024-01-01 | 18.2044345097 |
| 2024-02-01 | 18.2092881950 |
| 2024-03-01 | 18.2522932485 |
| 2024-04-01 | 18.2505766270 |
| 2024-05-01 | 18.3090554685 |
| 2024-06-01 | 18.3802774236 |
| 2024-07-01 | 18.3521581989 |
| 2024-08-01 | 18.2260059723 |
| 2024-09-01 | 18.2541686501 |
| 2024-10-01 | 18.1294285406 |
| 2024-11-01 | 18.1810109104 |
| 2024-12-01 | 17.9767351474 |
| 2025-01-01 | 18.0996387633 |
| 2025-02-01 | 18.0111416386 |
| 2025-03-01 | 18.0456346993 |
| 2025-04-01 | 18.0378896812 |
| 2025-05-01 | 17.9983049897 |
| 2025-06-01 | 17.7711514298 |
| 2025-07-01 | 17.9545174202 |
| 2025-08-01 | 17.8258570701 |
| 2025-09-01 | 17.7570554542 |
| 2025-10-01 | 17.8365993807 |
| 2025-11-01 | 17.6870719244 |
| 2025-12-01 | 17.6886907166 |
| 2026-01-01 | 17.6976333128 |
| 2026-02-01 | 17.7120387418 |
| 2026-03-01 | 17.6424092353 |
| 2026-04-01 | 17.6315860156 |
| 2026-05-01 | 17.5881705812 |
| 2026-06-01 | 17.5707708290 |
| 2026-07-01 | 17.4567707383 |
| 2026-08-01 | 17.6235194781 |