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 2026-09-01 |
| Last Updated | 2026-10-20 10:30 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 | 12.2180066112 |
| 1990-02-01 | 12.2505390347 |
| 1990-03-01 | 12.3554212777 |
| 1990-04-01 | 12.5136778119 |
| 1990-05-01 | 12.4045516733 |
| 1990-06-01 | 12.3745146290 |
| 1990-07-01 | 12.3214979561 |
| 1990-08-01 | 12.3933533725 |
| 1990-09-01 | 12.3690849581 |
| 1990-10-01 | 12.3143358011 |
| 1990-11-01 | 12.4079161881 |
| 1990-12-01 | 12.4806521719 |
| 1991-01-01 | 12.2181161606 |
| 1991-02-01 | 12.1490537587 |
| 1991-03-01 | 12.2632904366 |
| 1991-04-01 | 12.0116591298 |
| 1991-05-01 | 11.8974445222 |
| 1991-06-01 | 11.8624772741 |
| 1991-07-01 | 11.8138242439 |
| 1991-08-01 | 11.8928867248 |
| 1991-09-01 | 11.9784856843 |
| 1991-10-01 | 11.9247717317 |
| 1991-11-01 | 11.8144691805 |
| 1991-12-01 | 11.7859829543 |
| 1992-01-01 | 11.7241871817 |
| 1992-02-01 | 11.7428196895 |
| 1992-03-01 | 11.6706556898 |
| 1992-04-01 | 11.7071394172 |
| 1992-05-01 | 11.7843648497 |
| 1992-06-01 | 11.7417553964 |
| 1992-07-01 | 11.7955156520 |
| 1992-08-01 | 11.6913886152 |
| 1992-09-01 | 11.6941560820 |
| 1992-10-01 | 11.7431568092 |
| 1992-11-01 | 11.7301074527 |
| 1992-12-01 | 11.5976415244 |
| 1993-01-01 | 11.9302807182 |
| 1993-02-01 | 12.0367163612 |
| 1993-03-01 | 12.1831521141 |
| 1993-04-01 | 11.8931511268 |
| 1993-05-01 | 11.9605292739 |
| 1993-06-01 | 12.0188295064 |
| 1993-07-01 | 12.0787089358 |
| 1993-08-01 | 12.0855062486 |
| 1993-09-01 | 12.2109253391 |
| 1993-10-01 | 12.2698073679 |
| 1993-11-01 | 12.3460718157 |
| 1993-12-01 | 12.4080475235 |
| 1994-01-01 | 12.9405439033 |
| 1994-02-01 | 12.9381354483 |
| 1994-03-01 | 12.8829041719 |
| 1994-04-01 | 12.9761320813 |
| 1994-05-01 | 13.0410908852 |
| 1994-06-01 | 13.1022018817 |
| 1994-07-01 | 13.0660100206 |
| 1994-08-01 | 13.0781401081 |
| 1994-09-01 | 13.0169551493 |
| 1994-10-01 | 13.0975206701 |
| 1994-11-01 | 13.1602733674 |
| 1994-12-01 | 13.2090601136 |
| 1995-01-01 | 13.2518299037 |
| 1995-02-01 | 13.4513886766 |
| 1995-03-01 | 13.5840715900 |
| 1995-04-01 | 13.9524885640 |
| 1995-05-01 | 13.8246218141 |
| 1995-06-01 | 13.9938162850 |
| 1995-07-01 | 14.1667853258 |
| 1995-08-01 | 14.2638208523 |
| 1995-09-01 | 14.3215995180 |
| 1995-10-01 | 14.4162314238 |
| 1995-11-01 | 14.3678587026 |
| 1995-12-01 | 14.6982479625 |
| 1996-01-01 | 14.9682901287 |
| 1996-02-01 | 15.0718802823 |
| 1996-03-01 | 15.1698255611 |
| 1996-04-01 | 15.3355743904 |
| 1996-05-01 | 15.4255477781 |
| 1996-06-01 | 15.5913677212 |
| 1996-07-01 | 15.3713995556 |
| 1996-08-01 | 15.3545515219 |
| 1996-09-01 | 15.6185427730 |
| 1996-10-01 | 15.6228986650 |
| 1996-11-01 | 15.6789522315 |
| 1996-12-01 | 15.6801679469 |
| 1997-01-01 | 15.6791441943 |
| 1997-02-01 | 15.6870410448 |
| 1997-03-01 | 15.7553922328 |
| 1997-04-01 | 16.2236360681 |
| 1997-05-01 | 16.2334309725 |
| 1997-06-01 | 16.1920540263 |
| 1997-07-01 | 16.2812420492 |
| 1997-08-01 | 16.2546425984 |
| 1997-09-01 | 16.3188972011 |
| 1997-10-01 | 16.2160260229 |
| 1997-11-01 | 16.1884900731 |
| 1997-12-01 | 16.1664488376 |
| 1998-01-01 | 15.9787125744 |
| 1998-02-01 | 15.8966915150 |
| 1998-03-01 | 15.8300857484 |
| 1998-04-01 | 15.9202076087 |
| 1998-05-01 | 16.0517267439 |
| 1998-06-01 | 15.8943114512 |
| 1998-07-01 | 15.8913169659 |
| 1998-08-01 | 15.9656080680 |
| 1998-09-01 | 15.8148381516 |
| 1998-10-01 | 16.0065506304 |
| 1998-11-01 | 16.0019448900 |
| 1998-12-01 | 16.0546510185 |
| 1999-01-01 | 16.0681909758 |
| 1999-02-01 | 16.0991281100 |
| 1999-03-01 | 16.0048742753 |
| 1999-04-01 | 16.2133158619 |
| 1999-05-01 | 16.2707330169 |
| 1999-06-01 | 16.3998187684 |
| 1999-07-01 | 16.4067689032 |
| 1999-08-01 | 16.3803770932 |
| 1999-09-01 | 16.4163741312 |
| 1999-10-01 | 16.2924849294 |
| 1999-11-01 | 16.4138242487 |
| 1999-12-01 | 16.5550899941 |
| 2000-01-01 | 16.5526602280 |
| 2000-02-01 | 16.6904232330 |
| 2000-03-01 | 16.6712992614 |
| 2000-04-01 | 16.6106254494 |
| 2000-05-01 | 16.5895153311 |
| 2000-06-01 | 16.6050970499 |
| 2000-07-01 | 16.6260918145 |
| 2000-08-01 | 16.6002589680 |
| 2000-09-01 | 16.6121181028 |
| 2000-10-01 | 16.6879788554 |
| 2000-11-01 | 16.7275276414 |
| 2000-12-01 | 16.5575812508 |
| 2001-01-01 | 17.5326474134 |
| 2001-02-01 | 17.3709242310 |
| 2001-03-01 | 17.3392452107 |
| 2001-04-01 | 17.1072867611 |
| 2001-05-01 | 17.4996093950 |
| 2001-06-01 | 17.4180547228 |
| 2001-07-01 | 17.1507094143 |
| 2001-08-01 | 17.1239554522 |
| 2001-09-01 | 17.0089805209 |
| 2001-10-01 | 16.8855817546 |
| 2001-11-01 | 16.7310741889 |
| 2001-12-01 | 16.6709552163 |
| 2002-01-01 | 16.5046877097 |
| 2002-02-01 | 16.3446966695 |
| 2002-03-01 | 16.3143160096 |
| 2002-04-01 | 16.2067692500 |
| 2002-05-01 | 16.0048663840 |
| 2002-06-01 | 15.8326204290 |
| 2002-07-01 | 15.7738069523 |
| 2002-08-01 | 15.6465121521 |
| 2002-09-01 | 15.6089100568 |
| 2002-10-01 | 15.4907071120 |
| 2002-11-01 | 15.3275225468 |
| 2002-12-01 | 15.2757307119 |
| 2003-01-01 | 15.9807352255 |
| 2003-02-01 | 16.0143167803 |
| 2003-03-01 | 16.0020424316 |
| 2003-04-01 | 15.9082780063 |
| 2003-05-01 | 15.9104317165 |
| 2003-06-01 | 15.9440004249 |
| 2003-07-01 | 15.8931999620 |
| 2003-08-01 | 15.9620651889 |
| 2003-09-01 | 16.0218956071 |
| 2003-10-01 | 15.9903032884 |
| 2003-11-01 | 16.2113844318 |
| 2003-12-01 | 16.0878205503 |
| 2004-01-01 | 15.8552709083 |
| 2004-02-01 | 15.9851173430 |
| 2004-03-01 | 15.9991900168 |
| 2004-04-01 | 16.0210503398 |
| 2004-05-01 | 16.1152732088 |
| 2004-06-01 | 16.0449088161 |
| 2004-07-01 | 16.2078811842 |
| 2004-08-01 | 16.2719211525 |
| 2004-09-01 | 16.5393423406 |
| 2004-10-01 | 16.4858095619 |
| 2004-11-01 | 16.5931031499 |
| 2004-12-01 | 16.6895108316 |
| 2005-01-01 | 16.9375016518 |
| 2005-02-01 | 17.0661667105 |
| 2005-03-01 | 17.1085871320 |
| 2005-04-01 | 17.2345431296 |
| 2005-05-01 | 17.2220880863 |
| 2005-06-01 | 17.2471716774 |
| 2005-07-01 | 17.3113627391 |
| 2005-08-01 | 17.0721396808 |
| 2005-09-01 | 17.1549097880 |
| 2005-10-01 | 17.2708865957 |
| 2005-11-01 | 17.3733007257 |
| 2005-12-01 | 17.4009039777 |
| 2006-01-01 | 17.4171723265 |
| 2006-02-01 | 17.5639719708 |
| 2006-03-01 | 17.5308792683 |
| 2006-04-01 | 17.5448276914 |
| 2006-05-01 | 17.6292325402 |
| 2006-06-01 | 17.8476519889 |
| 2006-07-01 | 17.8053940825 |
| 2006-08-01 | 17.9578607718 |
| 2006-09-01 | 17.9611242372 |
| 2006-10-01 | 18.0581923258 |
| 2006-11-01 | 18.1649837707 |
| 2006-12-01 | 18.1000015777 |
| 2007-01-01 | 18.2148667148 |
| 2007-02-01 | 18.1779111348 |
| 2007-03-01 | 18.2543385623 |
| 2007-04-01 | 18.1494663154 |
| 2007-05-01 | 18.2355694942 |
| 2007-06-01 | 18.1460994068 |
| 2007-07-01 | 18.0907178832 |
| 2007-08-01 | 18.0371967181 |
| 2007-09-01 | 18.0509202435 |
| 2007-10-01 | 18.1493465108 |
| 2007-11-01 | 18.0687995388 |
| 2007-12-01 | 18.1046395667 |
| 2008-01-01 | 18.0268874137 |
| 2008-02-01 | 17.9935656229 |
| 2008-03-01 | 17.9753052281 |
| 2008-04-01 | 18.0493757696 |
| 2008-05-01 | 17.9339042187 |
| 2008-06-01 | 17.8446755982 |
| 2008-07-01 | 17.8676076779 |
| 2008-08-01 | 17.8192075785 |
| 2008-09-01 | 17.7298738942 |
| 2008-10-01 | 17.6507820117 |
| 2008-11-01 | 17.4839052282 |
| 2008-12-01 | 17.3049147548 |
| 2009-01-01 | 17.2552212902 |
| 2009-02-01 | 17.0062659950 |
| 2009-03-01 | 16.7858662304 |
| 2009-04-01 | 16.7465105372 |
| 2009-05-01 | 16.6267478295 |
| 2009-06-01 | 16.6425295433 |
| 2009-07-01 | 16.7387059708 |
| 2009-08-01 | 16.6120744982 |
| 2009-09-01 | 16.5066231531 |
| 2009-10-01 | 16.4558015928 |
| 2009-11-01 | 16.4974392744 |
| 2009-12-01 | 16.6162852332 |
| 2010-01-01 | 16.5867187404 |
| 2010-02-01 | 16.6082376343 |
| 2010-03-01 | 16.8925967867 |
| 2010-04-01 | 16.7411226082 |
| 2010-05-01 | 16.8154120816 |
| 2010-06-01 | 16.9439096570 |
| 2010-07-01 | 16.8061264886 |
| 2010-08-01 | 16.8065769788 |
| 2010-09-01 | 16.8937388699 |
| 2010-10-01 | 16.8696542929 |
| 2010-11-01 | 16.9050360335 |
| 2010-12-01 | 16.8210760159 |
| 2011-01-01 | 17.0247960514 |
| 2011-02-01 | 17.2059732938 |
| 2011-03-01 | 17.1851331490 |
| 2011-04-01 | 17.4442238587 |
| 2011-05-01 | 17.4053275396 |
| 2011-06-01 | 17.4415374234 |
| 2011-07-01 | 17.5786254245 |
| 2011-08-01 | 17.6039672428 |
| 2011-09-01 | 17.6860654086 |
| 2011-10-01 | 17.6831000875 |
| 2011-11-01 | 17.7058847492 |
| 2011-12-01 | 17.7306784602 |
| 2012-01-01 | 17.8517420725 |
| 2012-02-01 | 17.9040644243 |
| 2012-03-01 | 17.9786800105 |
| 2012-04-01 | 17.8490373006 |
| 2012-05-01 | 17.8922036142 |
| 2012-06-01 | 17.9437577897 |
| 2012-07-01 | 17.6574124283 |
| 2012-08-01 | 17.8003432527 |
| 2012-09-01 | 17.8836823396 |
| 2012-10-01 | 17.9957226005 |
| 2012-11-01 | 18.0043821723 |
| 2012-12-01 | 17.9337174450 |
| 2013-01-01 | 17.8665339920 |
| 2013-02-01 | 17.9064706492 |
| 2013-03-01 | 17.7738591370 |
| 2013-04-01 | 17.9547929063 |
| 2013-05-01 | 17.9866429388 |
| 2013-06-01 | 17.8411478342 |
| 2013-07-01 | 18.0478798226 |
| 2013-08-01 | 18.0980763090 |
| 2013-09-01 | 17.9805790286 |
| 2013-10-01 | 18.1028544166 |
| 2013-11-01 | 18.3029198106 |
| 2013-12-01 | 18.2363801933 |
| 2014-01-01 | 18.1632954809 |
| 2014-02-01 | 18.2093976926 |
| 2014-03-01 | 18.2805300210 |
| 2014-04-01 | 18.2580527772 |
| 2014-05-01 | 18.2846099956 |
| 2014-06-01 | 18.3367329447 |
| 2014-07-01 | 18.4496399250 |
| 2014-08-01 | 18.4914090083 |
| 2014-09-01 | 18.4845940373 |
| 2014-10-01 | 18.4086858525 |
| 2014-11-01 | 18.4018791617 |
| 2014-12-01 | 18.4308768709 |
| 2015-01-01 | 18.5499185680 |
| 2015-02-01 | 18.5108300079 |
| 2015-03-01 | 18.5841707008 |
| 2015-04-01 | 18.5684220089 |
| 2015-05-01 | 18.5894802931 |
| 2015-06-01 | 18.5307089516 |
| 2015-07-01 | 18.4537354845 |
| 2015-08-01 | 18.3911720537 |
| 2015-09-01 | 18.3874570263 |
| 2015-10-01 | 18.3119695138 |
| 2015-11-01 | 18.3000611503 |
| 2015-12-01 | 18.2290136877 |
| 2016-01-01 | 18.1246834223 |
| 2016-02-01 | 18.1085709284 |
| 2016-03-01 | 17.9907910031 |
| 2016-04-01 | 18.0772793222 |
| 2016-05-01 | 17.9991151449 |
| 2016-06-01 | 18.0251722906 |
| 2016-07-01 | 17.9585662191 |
| 2016-08-01 | 17.9981899998 |
| 2016-09-01 | 17.9927075164 |
| 2016-10-01 | 17.9127062796 |
| 2016-11-01 | 17.7936209709 |
| 2016-12-01 | 17.7221115557 |
| 2017-01-01 | 18.0021101484 |
| 2017-02-01 | 18.0027680900 |
| 2017-03-01 | 17.8949295349 |
| 2017-04-01 | 17.8895710590 |
| 2017-05-01 | 17.9139305374 |
| 2017-06-01 | 17.9206522577 |
| 2017-07-01 | 17.8607379815 |
| 2017-08-01 | 17.9072947772 |
| 2017-09-01 | 17.9007724218 |
| 2017-10-01 | 18.1099812312 |
| 2017-11-01 | 18.0811634348 |
| 2017-12-01 | 18.1134118672 |
| 2018-01-01 | 18.1878459989 |
| 2018-02-01 | 18.1971334231 |
| 2018-03-01 | 18.1984604538 |
| 2018-04-01 | 18.1023262315 |
| 2018-05-01 | 18.0250107252 |
| 2018-06-01 | 18.1229984614 |
| 2018-07-01 | 18.2540718569 |
| 2018-08-01 | 18.2132218083 |
| 2018-09-01 | 18.2164984539 |
| 2018-10-01 | 18.2014202520 |
| 2018-11-01 | 18.2720084870 |
| 2018-12-01 | 18.2015182379 |
| 2019-01-01 | 18.2863347200 |
| 2019-02-01 | 18.1907702085 |
| 2019-03-01 | 18.2023211095 |
| 2019-04-01 | 18.2092259873 |
| 2019-05-01 | 18.1332903464 |
| 2019-06-01 | 18.2357591562 |
| 2019-07-01 | 18.1333147698 |
| 2019-08-01 | 18.1115318970 |
| 2019-09-01 | 18.1285797823 |
| 2019-10-01 | 17.9993058397 |
| 2019-11-01 | 17.9698331888 |
| 2019-12-01 | 17.9989148213 |
| 2020-01-01 | 17.8903491797 |
| 2020-02-01 | 17.8906655836 |
| 2020-03-01 | 17.8990439749 |
| 2020-04-01 | 16.5088298312 |
| 2020-05-01 | 16.5381357539 |
| 2020-06-01 | 16.5371499094 |
| 2020-07-01 | 16.5128834903 |
| 2020-08-01 | 16.6103443623 |
| 2020-09-01 | 16.6351013495 |
| 2020-10-01 | 16.8998498013 |
| 2020-11-01 | 16.8846736868 |
| 2020-12-01 | 16.9005965310 |
| 2021-01-01 | 16.9000080287 |
| 2021-02-01 | 16.9921778108 |
| 2021-03-01 | 16.9942690263 |
| 2021-04-01 | 16.9975690782 |
| 2021-05-01 | 17.1366643247 |
| 2021-06-01 | 17.1316570461 |
| 2021-07-01 | 17.2920859072 |
| 2021-08-01 | 17.3102626255 |
| 2021-09-01 | 17.3369741238 |
| 2021-10-01 | 17.5095019209 |
| 2021-11-01 | 17.5046247416 |
| 2021-12-01 | 17.4138041463 |
| 2022-01-01 | 17.8067220415 |
| 2022-02-01 | 17.7984563925 |
| 2022-03-01 | 17.7797816338 |
| 2022-04-01 | 17.9841478013 |
| 2022-05-01 | 17.9301327473 |
| 2022-06-01 | 17.9189868245 |
| 2022-07-01 | 18.0718999814 |
| 2022-08-01 | 18.1171079183 |
| 2022-09-01 | 18.1434869050 |
| 2022-10-01 | 18.1106586791 |
| 2022-11-01 | 18.1345716449 |
| 2022-12-01 | 18.1343170801 |
| 2023-01-01 | 18.1052815078 |
| 2023-02-01 | 18.1015359691 |
| 2023-03-01 | 18.1663290261 |
| 2023-04-01 | 18.0673280009 |
| 2023-05-01 | 18.0213126397 |
| 2023-06-01 | 18.1116685797 |
| 2023-07-01 | 17.9532438927 |
| 2023-08-01 | 18.0306489346 |
| 2023-09-01 | 18.0426215314 |
| 2023-10-01 | 17.9171234476 |
| 2023-11-01 | 18.0536758771 |
| 2023-12-01 | 18.1579283669 |
| 2024-01-01 | 18.1995078870 |
| 2024-02-01 | 18.2065059350 |
| 2024-03-01 | 18.2520874317 |
| 2024-04-01 | 18.2535170616 |
| 2024-05-01 | 18.3146156633 |
| 2024-06-01 | 18.3997471960 |
| 2024-07-01 | 18.3495666264 |
| 2024-08-01 | 18.2429072261 |
| 2024-09-01 | 18.2390372827 |
| 2024-10-01 | 18.1186963083 |
| 2024-11-01 | 18.1715743617 |
| 2024-12-01 | 17.9737258630 |
| 2025-01-01 | 18.0933144159 |
| 2025-02-01 | 18.0078144977 |
| 2025-03-01 | 18.0461881612 |
| 2025-04-01 | 18.0428855005 |
| 2025-05-01 | 18.0067487721 |
| 2025-06-01 | 17.7931136575 |
| 2025-07-01 | 17.9519733649 |
| 2025-08-01 | 17.8540237924 |
| 2025-09-01 | 17.7325841888 |
| 2025-10-01 | 17.8229047388 |
| 2025-11-01 | 17.6744710004 |
| 2025-12-01 | 17.6842065626 |
| 2026-01-01 | 17.6899030246 |
| 2026-02-01 | 17.7084010377 |
| 2026-03-01 | 17.6439096388 |
| 2026-04-01 | 17.6382324430 |
| 2026-05-01 | 17.5987215332 |
| 2026-06-01 | 17.5929999670 |
| 2026-07-01 | 17.4553975748 |
| 2026-08-01 | 17.6581551587 |
| 2026-09-01 | 17.8332421322 |