Table Data - All Employees: Wholesale Trade in Youngstown-Warren, OH (MSA)
| Title | All Employees: Wholesale Trade in Youngstown-Warren, OH (MSA) |
|---|---|
| Series ID | SMU39496604100000001SA |
| 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 10:41 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 | 9.9129308030 |
| 1990-02-01 | 9.8947642632 |
| 1990-03-01 | 9.7912223861 |
| 1990-04-01 | 9.8282131937 |
| 1990-05-01 | 9.7979544837 |
| 1990-06-01 | 9.6707950657 |
| 1990-07-01 | 9.8528873604 |
| 1990-08-01 | 9.8938249236 |
| 1990-09-01 | 10.0613717403 |
| 1990-10-01 | 10.2128837746 |
| 1990-11-01 | 10.2796997892 |
| 1990-12-01 | 10.3007382738 |
| 1991-01-01 | 10.2184520461 |
| 1991-02-01 | 10.2039491199 |
| 1991-03-01 | 10.2978385297 |
| 1991-04-01 | 10.3419835566 |
| 1991-05-01 | 10.1928471895 |
| 1991-06-01 | 10.1519325923 |
| 1991-07-01 | 10.1437904037 |
| 1991-08-01 | 10.1879513671 |
| 1991-09-01 | 10.2528392742 |
| 1991-10-01 | 10.2138017064 |
| 1991-11-01 | 10.3883086419 |
| 1991-12-01 | 10.2183250513 |
| 1992-01-01 | 10.2189542195 |
| 1992-02-01 | 10.2106344370 |
| 1992-03-01 | 10.1964245378 |
| 1992-04-01 | 10.1518092535 |
| 1992-05-01 | 10.0795041926 |
| 1992-06-01 | 10.0352830802 |
| 1992-07-01 | 9.5421104179 |
| 1992-08-01 | 9.3906685370 |
| 1992-09-01 | 9.1474947787 |
| 1992-10-01 | 9.0171453612 |
| 1992-11-01 | 8.9104631190 |
| 1992-12-01 | 8.9594196878 |
| 1993-01-01 | 8.7830497658 |
| 1993-02-01 | 8.7808986121 |
| 1993-03-01 | 8.6854320093 |
| 1993-04-01 | 8.6459481306 |
| 1993-05-01 | 8.7637391829 |
| 1993-06-01 | 8.6371749583 |
| 1993-07-01 | 8.6492499350 |
| 1993-08-01 | 8.6975342053 |
| 1993-09-01 | 8.6412334776 |
| 1993-10-01 | 8.9243850857 |
| 1993-11-01 | 8.8363911984 |
| 1993-12-01 | 8.7953272872 |
| 1994-01-01 | 8.7781606585 |
| 1994-02-01 | 8.6676770991 |
| 1994-03-01 | 8.6870248791 |
| 1994-04-01 | 8.5391470482 |
| 1994-05-01 | 8.5392415969 |
| 1994-06-01 | 8.6256620458 |
| 1994-07-01 | 8.5572329383 |
| 1994-08-01 | 8.5064360177 |
| 1994-09-01 | 8.5415323700 |
| 1994-10-01 | 8.4211349161 |
| 1994-11-01 | 8.3471410355 |
| 1994-12-01 | 8.3235788190 |
| 1995-01-01 | 8.3600281107 |
| 1995-02-01 | 8.3481786542 |
| 1995-03-01 | 8.3843771069 |
| 1995-04-01 | 8.4278169665 |
| 1995-05-01 | 8.4293004346 |
| 1995-06-01 | 8.4318356327 |
| 1995-07-01 | 8.4689388380 |
| 1995-08-01 | 8.4160831667 |
| 1995-09-01 | 8.4449590165 |
| 1995-10-01 | 8.4131338467 |
| 1995-11-01 | 8.3463739737 |
| 1995-12-01 | 8.3398287973 |
| 1996-01-01 | 8.5559553075 |
| 1996-02-01 | 8.4357758329 |
| 1996-03-01 | 8.3812705655 |
| 1996-04-01 | 8.5128299161 |
| 1996-05-01 | 8.5307452601 |
| 1996-06-01 | 8.4534011543 |
| 1996-07-01 | 8.2840376633 |
| 1996-08-01 | 8.3250255976 |
| 1996-09-01 | 8.3554276442 |
| 1996-10-01 | 8.2984192080 |
| 1996-11-01 | 8.3287727288 |
| 1996-12-01 | 8.3405363453 |
| 1997-01-01 | 8.3435117928 |
| 1997-02-01 | 8.4238297342 |
| 1997-03-01 | 8.3814374225 |
| 1997-04-01 | 8.2046306699 |
| 1997-05-01 | 8.3513288976 |
| 1997-06-01 | 8.2860038745 |
| 1997-07-01 | 8.1867705308 |
| 1997-08-01 | 8.2198968163 |
| 1997-09-01 | 8.1680069920 |
| 1997-10-01 | 8.2922141762 |
| 1997-11-01 | 8.4126574139 |
| 1997-12-01 | 8.4250927177 |
| 1998-01-01 | 8.2389591525 |
| 1998-02-01 | 8.2096493674 |
| 1998-03-01 | 8.2794670465 |
| 1998-04-01 | 8.3067421097 |
| 1998-05-01 | 8.2674880795 |
| 1998-06-01 | 8.3142149114 |
| 1998-07-01 | 8.4841634424 |
| 1998-08-01 | 8.5084645981 |
| 1998-09-01 | 8.4844786178 |
| 1998-10-01 | 8.4842635232 |
| 1998-11-01 | 8.4951157574 |
| 1998-12-01 | 8.3993440415 |
| 1999-01-01 | 8.4408318761 |
| 1999-02-01 | 8.4123549797 |
| 1999-03-01 | 8.3804599410 |
| 1999-04-01 | 8.4127595827 |
| 1999-05-01 | 8.3852143947 |
| 1999-06-01 | 8.4357710715 |
| 1999-07-01 | 8.4759540976 |
| 1999-08-01 | 8.4933007606 |
| 1999-09-01 | 8.5923717402 |
| 1999-10-01 | 8.6846865156 |
| 1999-11-01 | 8.7897613664 |
| 1999-12-01 | 8.7803868335 |
| 2000-01-01 | 8.9523322605 |
| 2000-02-01 | 8.8191921008 |
| 2000-03-01 | 8.7859269661 |
| 2000-04-01 | 8.7134076363 |
| 2000-05-01 | 8.6905346851 |
| 2000-06-01 | 8.7404788944 |
| 2000-07-01 | 8.8648588904 |
| 2000-08-01 | 8.7887211703 |
| 2000-09-01 | 8.6952683826 |
| 2000-10-01 | 8.5898531204 |
| 2000-11-01 | 8.4924997218 |
| 2000-12-01 | 8.5706623727 |
| 2001-01-01 | 8.4419199156 |
| 2001-02-01 | 8.4111253466 |
| 2001-03-01 | 8.3849055801 |
| 2001-04-01 | 8.3098671056 |
| 2001-05-01 | 8.2932012626 |
| 2001-06-01 | 8.3424620245 |
| 2001-07-01 | 7.9749200468 |
| 2001-08-01 | 7.9020809968 |
| 2001-09-01 | 7.7920688931 |
| 2001-10-01 | 7.9023663921 |
| 2001-11-01 | 7.7056448931 |
| 2001-12-01 | 7.6708312274 |
| 2002-01-01 | 7.6212979445 |
| 2002-02-01 | 7.4945775632 |
| 2002-03-01 | 7.5722542570 |
| 2002-04-01 | 7.6063122369 |
| 2002-05-01 | 7.5885167961 |
| 2002-06-01 | 7.5363608090 |
| 2002-07-01 | 7.5891183709 |
| 2002-08-01 | 7.6218390691 |
| 2002-09-01 | 7.5946443199 |
| 2002-10-01 | 7.6100293626 |
| 2002-11-01 | 7.6134993771 |
| 2002-12-01 | 7.5714023737 |
| 2003-01-01 | 7.4984234641 |
| 2003-02-01 | 7.5916000455 |
| 2003-03-01 | 7.4658845728 |
| 2003-04-01 | 7.6032467464 |
| 2003-05-01 | 7.5920813352 |
| 2003-06-01 | 7.6307814698 |
| 2003-07-01 | 7.5984279821 |
| 2003-08-01 | 7.5321475601 |
| 2003-09-01 | 7.6002220372 |
| 2003-10-01 | 7.5139849405 |
| 2003-11-01 | 7.5196987037 |
| 2003-12-01 | 7.3773307714 |
| 2004-01-01 | 7.4661867411 |
| 2004-02-01 | 7.4838108320 |
| 2004-03-01 | 7.5613145172 |
| 2004-04-01 | 7.4038981874 |
| 2004-05-01 | 7.3998074621 |
| 2004-06-01 | 7.4287757219 |
| 2004-07-01 | 7.5129950304 |
| 2004-08-01 | 7.5445906867 |
| 2004-09-01 | 7.6086943092 |
| 2004-10-01 | 7.6096265366 |
| 2004-11-01 | 7.6201823972 |
| 2004-12-01 | 7.6839291195 |
| 2005-01-01 | 7.8288633852 |
| 2005-02-01 | 7.6769744981 |
| 2005-03-01 | 7.7630733008 |
| 2005-04-01 | 7.7122184387 |
| 2005-05-01 | 7.7096022784 |
| 2005-06-01 | 7.7335226418 |
| 2005-07-01 | 7.6250556210 |
| 2005-08-01 | 7.5448761038 |
| 2005-09-01 | 7.5143262981 |
| 2005-10-01 | 7.4982037812 |
| 2005-11-01 | 7.5201439728 |
| 2005-12-01 | 7.4882110624 |
| 2006-01-01 | 7.4954068026 |
| 2006-02-01 | 7.4714658051 |
| 2006-03-01 | 7.4622301784 |
| 2006-04-01 | 7.5245447171 |
| 2006-05-01 | 7.5127938007 |
| 2006-06-01 | 7.5437253022 |
| 2006-07-01 | 7.5377827814 |
| 2006-08-01 | 7.6487428209 |
| 2006-09-01 | 7.6177813412 |
| 2006-10-01 | 7.6807392703 |
| 2006-11-01 | 7.7094038817 |
| 2006-12-01 | 7.7899093641 |
| 2007-01-01 | 7.8755660148 |
| 2007-02-01 | 7.8779223890 |
| 2007-03-01 | 7.9746941814 |
| 2007-04-01 | 7.8379319997 |
| 2007-05-01 | 7.8115248608 |
| 2007-06-01 | 7.7551738885 |
| 2007-07-01 | 7.8428485727 |
| 2007-08-01 | 7.8495884411 |
| 2007-09-01 | 7.8136393504 |
| 2007-10-01 | 7.8616201226 |
| 2007-11-01 | 7.7978202352 |
| 2007-12-01 | 7.7905602018 |
| 2008-01-01 | 7.8705485337 |
| 2008-02-01 | 7.8824147380 |
| 2008-03-01 | 7.8809111720 |
| 2008-04-01 | 7.9505659569 |
| 2008-05-01 | 8.0081236212 |
| 2008-06-01 | 7.9631602073 |
| 2008-07-01 | 7.9437044921 |
| 2008-08-01 | 7.9575574963 |
| 2008-09-01 | 7.9011347369 |
| 2008-10-01 | 7.8487400697 |
| 2008-11-01 | 7.7861649488 |
| 2008-12-01 | 7.6906242490 |
| 2009-01-01 | 7.5803592322 |
| 2009-02-01 | 7.4821861797 |
| 2009-03-01 | 7.3774015132 |
| 2009-04-01 | 7.1530202473 |
| 2009-05-01 | 7.1007187339 |
| 2009-06-01 | 7.1696362044 |
| 2009-07-01 | 7.1504182572 |
| 2009-08-01 | 7.0710738900 |
| 2009-09-01 | 7.0921239714 |
| 2009-10-01 | 7.0506617026 |
| 2009-11-01 | 7.0846257810 |
| 2009-12-01 | 7.1846832662 |
| 2010-01-01 | 6.8948823697 |
| 2010-02-01 | 6.8753416861 |
| 2010-03-01 | 6.8630207824 |
| 2010-04-01 | 6.6537248484 |
| 2010-05-01 | 6.7916018438 |
| 2010-06-01 | 6.7710506155 |
| 2010-07-01 | 6.7568150859 |
| 2010-08-01 | 6.6852148291 |
| 2010-09-01 | 6.6928684523 |
| 2010-10-01 | 6.6581180211 |
| 2010-11-01 | 6.5813582452 |
| 2010-12-01 | 6.5758622663 |
| 2011-01-01 | 6.6102864591 |
| 2011-02-01 | 6.5696432801 |
| 2011-03-01 | 6.5452800882 |
| 2011-04-01 | 6.6554306679 |
| 2011-05-01 | 6.5826288504 |
| 2011-06-01 | 6.5660143888 |
| 2011-07-01 | 6.5624501021 |
| 2011-08-01 | 6.5921642131 |
| 2011-09-01 | 6.6036747988 |
| 2011-10-01 | 6.5722479628 |
| 2011-11-01 | 6.5848285651 |
| 2011-12-01 | 6.4696609097 |
| 2012-01-01 | 6.6159658276 |
| 2012-02-01 | 6.7620949247 |
| 2012-03-01 | 6.7274195673 |
| 2012-04-01 | 6.7531266037 |
| 2012-05-01 | 6.7756098767 |
| 2012-06-01 | 6.8630482681 |
| 2012-07-01 | 6.8647566705 |
| 2012-08-01 | 6.8946777585 |
| 2012-09-01 | 6.9200126556 |
| 2012-10-01 | 6.9876935389 |
| 2012-11-01 | 6.9863927089 |
| 2012-12-01 | 7.0629123906 |
| 2013-01-01 | 7.0184819246 |
| 2013-02-01 | 7.0550255490 |
| 2013-03-01 | 7.0078788202 |
| 2013-04-01 | 6.9532592220 |
| 2013-05-01 | 6.9754126919 |
| 2013-06-01 | 6.8609243951 |
| 2013-07-01 | 6.8646587209 |
| 2013-08-01 | 6.8904827286 |
| 2013-09-01 | 6.9359152851 |
| 2013-10-01 | 7.0040183695 |
| 2013-11-01 | 7.0893823912 |
| 2013-12-01 | 7.0618624742 |
| 2014-01-01 | 7.0173321227 |
| 2014-02-01 | 7.0448475859 |
| 2014-03-01 | 7.0962454475 |
| 2014-04-01 | 7.0503252832 |
| 2014-05-01 | 7.1787377968 |
| 2014-06-01 | 7.2599207012 |
| 2014-07-01 | 7.2602511181 |
| 2014-08-01 | 7.2858142068 |
| 2014-09-01 | 7.2449452362 |
| 2014-10-01 | 7.2162891570 |
| 2014-11-01 | 7.2842161602 |
| 2014-12-01 | 7.2616945475 |
| 2015-01-01 | 7.4206661863 |
| 2015-02-01 | 7.4463382116 |
| 2015-03-01 | 7.4918852589 |
| 2015-04-01 | 7.5540000323 |
| 2015-05-01 | 7.4874736851 |
| 2015-06-01 | 7.4517078419 |
| 2015-07-01 | 7.4485878803 |
| 2015-08-01 | 7.3801032293 |
| 2015-09-01 | 7.3432650986 |
| 2015-10-01 | 7.3245796401 |
| 2015-11-01 | 7.2862155170 |
| 2015-12-01 | 7.2673881854 |
| 2016-01-01 | 7.2228817279 |
| 2016-02-01 | 7.2483943276 |
| 2016-03-01 | 7.0966926366 |
| 2016-04-01 | 6.9415316822 |
| 2016-05-01 | 6.8946755438 |
| 2016-06-01 | 6.8523248198 |
| 2016-07-01 | 6.9453711384 |
| 2016-08-01 | 6.8773257400 |
| 2016-09-01 | 6.8320889263 |
| 2016-10-01 | 6.8242180957 |
| 2016-11-01 | 6.7889765010 |
| 2016-12-01 | 6.7739409781 |
| 2017-01-01 | 6.7243291996 |
| 2017-02-01 | 6.7491989163 |
| 2017-03-01 | 6.7030169759 |
| 2017-04-01 | 6.8378743674 |
| 2017-05-01 | 6.8035136464 |
| 2017-06-01 | 6.8507675506 |
| 2017-07-01 | 6.8404816651 |
| 2017-08-01 | 6.8739650546 |
| 2017-09-01 | 6.9240116657 |
| 2017-10-01 | 6.9160479448 |
| 2017-11-01 | 6.9896543925 |
| 2017-12-01 | 6.9706163561 |
| 2018-01-01 | 7.0346079452 |
| 2018-02-01 | 7.0536530258 |
| 2018-03-01 | 7.1137171314 |
| 2018-04-01 | 7.1333928901 |
| 2018-05-01 | 7.3078833281 |
| 2018-06-01 | 7.2568453979 |
| 2018-07-01 | 7.2383186350 |
| 2018-08-01 | 7.1730984625 |
| 2018-09-01 | 7.2198393385 |
| 2018-10-01 | 7.2020907184 |
| 2018-11-01 | 7.1801569454 |
| 2018-12-01 | 7.2637869608 |
| 2019-01-01 | 7.2451951689 |
| 2019-02-01 | 7.2532411990 |
| 2019-03-01 | 7.3225073157 |
| 2019-04-01 | 7.3343188560 |
| 2019-05-01 | 7.3131194940 |
| 2019-06-01 | 7.2687385872 |
| 2019-07-01 | 7.2417956156 |
| 2019-08-01 | 7.2740100982 |
| 2019-09-01 | 7.3206525721 |
| 2019-10-01 | 7.1838322801 |
| 2019-11-01 | 7.1723176105 |
| 2019-12-01 | 7.1574691016 |
| 2020-01-01 | 7.2528050130 |
| 2020-02-01 | 7.2468829704 |
| 2020-03-01 | 7.2233086753 |
| 2020-04-01 | 6.5279700506 |
| 2020-05-01 | 6.6156392699 |
| 2020-06-01 | 6.7879028242 |
| 2020-07-01 | 6.7557937336 |
| 2020-08-01 | 6.7786260109 |
| 2020-09-01 | 6.8235795385 |
| 2020-10-01 | 6.8679581749 |
| 2020-11-01 | 6.8649604430 |
| 2020-12-01 | 6.8568567050 |
| 2021-01-01 | 6.7458473634 |
| 2021-02-01 | 6.7322345797 |
| 2021-03-01 | 6.7205501593 |
| 2021-04-01 | 6.7318429200 |
| 2021-05-01 | 6.7186626350 |
| 2021-06-01 | 6.7047687390 |
| 2021-07-01 | 6.7670185198 |
| 2021-08-01 | 6.7815292590 |
| 2021-09-01 | 6.7304340745 |
| 2021-10-01 | 6.8523963938 |
| 2021-11-01 | 6.9580963483 |
| 2021-12-01 | 7.0505716471 |
| 2022-01-01 | 6.9431073940 |
| 2022-02-01 | 7.0223158343 |
| 2022-03-01 | 7.0229307926 |
| 2022-04-01 | 7.0352555278 |
| 2022-05-01 | 7.0176240903 |
| 2022-06-01 | 6.9164341674 |
| 2022-07-01 | 6.9786957097 |
| 2022-08-01 | 6.9849256477 |
| 2022-09-01 | 6.9340425357 |
| 2022-10-01 | 6.9470846344 |
| 2022-11-01 | 6.8543606465 |
| 2022-12-01 | 6.8545816736 |
| 2023-01-01 | 6.8326313714 |
| 2023-02-01 | 6.8117505329 |
| 2023-03-01 | 6.8240710628 |
| 2023-04-01 | 6.7347436100 |
| 2023-05-01 | 6.7124488848 |
| 2023-06-01 | 6.7185932979 |
| 2023-07-01 | 6.6890608838 |
| 2023-08-01 | 6.6905329770 |
| 2023-09-01 | 6.7327139829 |
| 2023-10-01 | 6.7502856576 |
| 2023-11-01 | 6.7586233990 |
| 2023-12-01 | 6.7561575317 |
| 2024-01-01 | 6.8234649839 |
| 2024-02-01 | 6.8075072686 |
| 2024-03-01 | 6.8231481029 |
| 2024-04-01 | 6.9350826976 |
| 2024-05-01 | 6.9079987473 |
| 2024-06-01 | 6.8169022235 |
| 2024-07-01 | 6.8955012221 |
| 2024-08-01 | 6.8942963199 |
| 2024-09-01 | 6.8286363108 |
| 2024-10-01 | 6.7576669794 |
| 2024-11-01 | 6.8631021238 |
| 2024-12-01 | 6.8606982100 |
| 2025-01-01 | 6.8120064994 |
| 2025-02-01 | 6.8059077695 |
| 2025-03-01 | 6.7245506002 |
| 2025-04-01 | 6.7325673837 |
| 2025-05-01 | 6.8035631514 |
| 2025-06-01 | 6.7135715371 |
| 2025-07-01 | 6.6973748520 |
| 2025-08-01 | 6.6967440383 |
| 2025-09-01 | 6.7261162967 |
| 2025-10-01 | 6.6646440415 |
| 2025-11-01 | 6.6667818373 |
| 2025-12-01 | 6.6615442788 |
| 2026-01-01 | 6.7072691541 |
| 2026-02-01 | 6.7070583515 |
| 2026-03-01 | 6.7272434456 |
| 2026-04-01 | 6.7315677185 |
| 2026-05-01 | 6.7015835341 |
| 2026-06-01 | 6.7113424205 |
| 2026-07-01 | 6.6961503339 |
| 2026-08-01 | 6.6984875227 |
| 2026-09-01 | 6.7231517496 |