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 2026-08-01 |
| Last Updated | 2026-09-18 11:27 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 | 9.9129307474 |
| 1990-02-01 | 9.8947646872 |
| 1990-03-01 | 9.7912232135 |
| 1990-04-01 | 9.8282129256 |
| 1990-05-01 | 9.7979557949 |
| 1990-06-01 | 9.6707988577 |
| 1990-07-01 | 9.8528908865 |
| 1990-08-01 | 9.8938218040 |
| 1990-09-01 | 10.0613695640 |
| 1990-10-01 | 10.2128820579 |
| 1990-11-01 | 10.2796988264 |
| 1990-12-01 | 10.3007362920 |
| 1991-01-01 | 10.2184520600 |
| 1991-02-01 | 10.2039496119 |
| 1991-03-01 | 10.2978394252 |
| 1991-04-01 | 10.3419834509 |
| 1991-05-01 | 10.1928484326 |
| 1991-06-01 | 10.1519362060 |
| 1991-07-01 | 10.1437936435 |
| 1991-08-01 | 10.1879484963 |
| 1991-09-01 | 10.2528372872 |
| 1991-10-01 | 10.2138000668 |
| 1991-11-01 | 10.3883076468 |
| 1991-12-01 | 10.2183232393 |
| 1992-01-01 | 10.2189542647 |
| 1992-02-01 | 10.2106349412 |
| 1992-03-01 | 10.1964254297 |
| 1992-04-01 | 10.1518093154 |
| 1992-05-01 | 10.0795052989 |
| 1992-06-01 | 10.0352858630 |
| 1992-07-01 | 9.5421131398 |
| 1992-08-01 | 9.3906663036 |
| 1992-09-01 | 9.1474933066 |
| 1992-10-01 | 9.0171440874 |
| 1992-11-01 | 8.9104623445 |
| 1992-12-01 | 8.9594182920 |
| 1993-01-01 | 8.7830497829 |
| 1993-02-01 | 8.7808989639 |
| 1993-03-01 | 8.6854326362 |
| 1993-04-01 | 8.6459483836 |
| 1993-05-01 | 8.7637399775 |
| 1993-06-01 | 8.6371766781 |
| 1993-07-01 | 8.6492522120 |
| 1993-08-01 | 8.6975323790 |
| 1993-09-01 | 8.6412323124 |
| 1993-10-01 | 8.9243840762 |
| 1993-11-01 | 8.8363906026 |
| 1993-12-01 | 8.7953261352 |
| 1994-01-01 | 8.7781607410 |
| 1994-02-01 | 8.6676774244 |
| 1994-03-01 | 8.6870253859 |
| 1994-04-01 | 8.5391474470 |
| 1994-05-01 | 8.5392421107 |
| 1994-06-01 | 8.6256630028 |
| 1994-07-01 | 8.5572344983 |
| 1994-08-01 | 8.5064348426 |
| 1994-09-01 | 8.5415316520 |
| 1994-10-01 | 8.4211342601 |
| 1994-11-01 | 8.3471406104 |
| 1994-12-01 | 8.3235780660 |
| 1995-01-01 | 8.3600281748 |
| 1995-02-01 | 8.3481788639 |
| 1995-03-01 | 8.3843774008 |
| 1995-04-01 | 8.4278174211 |
| 1995-05-01 | 8.4293007017 |
| 1995-06-01 | 8.4318361131 |
| 1995-07-01 | 8.4689396331 |
| 1995-08-01 | 8.4160825506 |
| 1995-09-01 | 8.4449586449 |
| 1995-10-01 | 8.4131334730 |
| 1995-11-01 | 8.3463736897 |
| 1995-12-01 | 8.3398283878 |
| 1996-01-01 | 8.5559553647 |
| 1996-02-01 | 8.4357759779 |
| 1996-03-01 | 8.3812707372 |
| 1996-04-01 | 8.5128302424 |
| 1996-05-01 | 8.5307453876 |
| 1996-06-01 | 8.4534012793 |
| 1996-07-01 | 8.2840377457 |
| 1996-08-01 | 8.3250255357 |
| 1996-09-01 | 8.3554275761 |
| 1996-10-01 | 8.2984190551 |
| 1996-11-01 | 8.3287725525 |
| 1996-12-01 | 8.3405362225 |
| 1997-01-01 | 8.3435117789 |
| 1997-02-01 | 8.4238297575 |
| 1997-03-01 | 8.3814374604 |
| 1997-04-01 | 8.2046308414 |
| 1997-05-01 | 8.3513289872 |
| 1997-06-01 | 8.2860038955 |
| 1997-07-01 | 8.1867705740 |
| 1997-08-01 | 8.2198967860 |
| 1997-09-01 | 8.1680069397 |
| 1997-10-01 | 8.2922141271 |
| 1997-11-01 | 8.4126573494 |
| 1997-12-01 | 8.4250926693 |
| 1998-01-01 | 8.2389591531 |
| 1998-02-01 | 8.2096493717 |
| 1998-03-01 | 8.2794670402 |
| 1998-04-01 | 8.3067422292 |
| 1998-05-01 | 8.2674881024 |
| 1998-06-01 | 8.3142149022 |
| 1998-07-01 | 8.4841634606 |
| 1998-08-01 | 8.5084645806 |
| 1998-09-01 | 8.4844785937 |
| 1998-10-01 | 8.4842635113 |
| 1998-11-01 | 8.4951157277 |
| 1998-12-01 | 8.3993440175 |
| 1999-01-01 | 8.4408318779 |
| 1999-02-01 | 8.4123549799 |
| 1999-03-01 | 8.3804599320 |
| 1999-04-01 | 8.4127596595 |
| 1999-05-01 | 8.3852144025 |
| 1999-06-01 | 8.4357710690 |
| 1999-07-01 | 8.4759541045 |
| 1999-08-01 | 8.4933007496 |
| 1999-09-01 | 8.5923717235 |
| 1999-10-01 | 8.6846865073 |
| 1999-11-01 | 8.7897613459 |
| 1999-12-01 | 8.7803868199 |
| 2000-01-01 | 8.9523322609 |
| 2000-02-01 | 8.8191921058 |
| 2000-03-01 | 8.7859269667 |
| 2000-04-01 | 8.7134076813 |
| 2000-05-01 | 8.6905346841 |
| 2000-06-01 | 8.7404788985 |
| 2000-07-01 | 8.8648588859 |
| 2000-08-01 | 8.7887211653 |
| 2000-09-01 | 8.6952683740 |
| 2000-10-01 | 8.5898531159 |
| 2000-11-01 | 8.4924997111 |
| 2000-12-01 | 8.5706623672 |
| 2001-01-01 | 8.4419199189 |
| 2001-02-01 | 8.4111253508 |
| 2001-03-01 | 8.3849055853 |
| 2001-04-01 | 8.3098671106 |
| 2001-05-01 | 8.2932012661 |
| 2001-06-01 | 8.3424620291 |
| 2001-07-01 | 7.9749200453 |
| 2001-08-01 | 7.9020809944 |
| 2001-09-01 | 7.7920688902 |
| 2001-10-01 | 7.9023663892 |
| 2001-11-01 | 7.7056448892 |
| 2001-12-01 | 7.6708312268 |
| 2002-01-01 | 7.6212979457 |
| 2002-02-01 | 7.4945775645 |
| 2002-03-01 | 7.5722542587 |
| 2002-04-01 | 7.6063122385 |
| 2002-05-01 | 7.5885167971 |
| 2002-06-01 | 7.5363608098 |
| 2002-07-01 | 7.5891183704 |
| 2002-08-01 | 7.6218390685 |
| 2002-09-01 | 7.5946443192 |
| 2002-10-01 | 7.6100293618 |
| 2002-11-01 | 7.6134993754 |
| 2002-12-01 | 7.5714023738 |
| 2003-01-01 | 7.4984234648 |
| 2003-02-01 | 7.5916000460 |
| 2003-03-01 | 7.4658845732 |
| 2003-04-01 | 7.6032467466 |
| 2003-05-01 | 7.5920813353 |
| 2003-06-01 | 7.6307814702 |
| 2003-07-01 | 7.5984279820 |
| 2003-08-01 | 7.5321475601 |
| 2003-09-01 | 7.6002220371 |
| 2003-10-01 | 7.5139849402 |
| 2003-11-01 | 7.5196987029 |
| 2003-12-01 | 7.3773307715 |
| 2004-01-01 | 7.4661867413 |
| 2004-02-01 | 7.4838108322 |
| 2004-03-01 | 7.5613145174 |
| 2004-04-01 | 7.4038981875 |
| 2004-05-01 | 7.3998074621 |
| 2004-06-01 | 7.4287757220 |
| 2004-07-01 | 7.5129950303 |
| 2004-08-01 | 7.5445906866 |
| 2004-09-01 | 7.6086943091 |
| 2004-10-01 | 7.6096265364 |
| 2004-11-01 | 7.6201823971 |
| 2004-12-01 | 7.6839291195 |
| 2005-01-01 | 7.8288633853 |
| 2005-02-01 | 7.6769744981 |
| 2005-03-01 | 7.7630733009 |
| 2005-04-01 | 7.7122184388 |
| 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 | 7.4882110623 |
| 2006-01-01 | 7.4954068027 |
| 2006-02-01 | 7.4714658052 |
| 2006-03-01 | 7.4622301784 |
| 2006-04-01 | 7.5245447171 |
| 2006-05-01 | 7.5127938008 |
| 2006-06-01 | 7.5437253022 |
| 2006-07-01 | 7.5377827814 |
| 2006-08-01 | 7.6487428208 |
| 2006-09-01 | 7.6177813411 |
| 2006-10-01 | 7.6807392702 |
| 2006-11-01 | 7.7094038815 |
| 2006-12-01 | 7.7899093640 |
| 2007-01-01 | 7.8755660149 |
| 2007-02-01 | 7.8779223891 |
| 2007-03-01 | 7.9746941815 |
| 2007-04-01 | 7.8379319999 |
| 2007-05-01 | 7.8115248610 |
| 2007-06-01 | 7.7551738885 |
| 2007-07-01 | 7.8428485727 |
| 2007-08-01 | 7.8495884410 |
| 2007-09-01 | 7.8136393503 |
| 2007-10-01 | 7.8616201224 |
| 2007-11-01 | 7.7978202348 |
| 2007-12-01 | 7.7905602015 |
| 2008-01-01 | 7.8705485339 |
| 2008-02-01 | 7.8824147377 |
| 2008-03-01 | 7.8809111717 |
| 2008-04-01 | 7.9505659589 |
| 2008-05-01 | 8.0081236213 |
| 2008-06-01 | 7.9631602074 |
| 2008-07-01 | 7.9437044922 |
| 2008-08-01 | 7.9575574963 |
| 2008-09-01 | 7.9011347366 |
| 2008-10-01 | 7.8487400690 |
| 2008-11-01 | 7.7861649475 |
| 2008-12-01 | 7.6906242482 |
| 2009-01-01 | 7.5803592319 |
| 2009-02-01 | 7.4821861792 |
| 2009-03-01 | 7.3774015129 |
| 2009-04-01 | 7.1530202514 |
| 2009-05-01 | 7.1007187347 |
| 2009-06-01 | 7.1696362054 |
| 2009-07-01 | 7.1504182579 |
| 2009-08-01 | 7.0710738899 |
| 2009-09-01 | 7.0921239703 |
| 2009-10-01 | 7.0506617003 |
| 2009-11-01 | 7.0846257776 |
| 2009-12-01 | 7.1846832638 |
| 2010-01-01 | 6.8948823685 |
| 2010-02-01 | 6.8753416863 |
| 2010-03-01 | 6.8630207840 |
| 2010-04-01 | 6.6537248561 |
| 2010-05-01 | 6.7916018466 |
| 2010-06-01 | 6.7710506175 |
| 2010-07-01 | 6.7568150860 |
| 2010-08-01 | 6.6852148274 |
| 2010-09-01 | 6.6928684497 |
| 2010-10-01 | 6.6581180189 |
| 2010-11-01 | 6.5813582300 |
| 2010-12-01 | 6.5758622681 |
| 2011-01-01 | 6.6102864616 |
| 2011-02-01 | 6.5696432826 |
| 2011-03-01 | 6.5452800893 |
| 2011-04-01 | 6.6554306905 |
| 2011-05-01 | 6.5826288499 |
| 2011-06-01 | 6.5660143872 |
| 2011-07-01 | 6.5624500995 |
| 2011-08-01 | 6.5921642094 |
| 2011-09-01 | 6.6036747948 |
| 2011-10-01 | 6.5722479498 |
| 2011-11-01 | 6.5848285353 |
| 2011-12-01 | 6.4696609260 |
| 2012-01-01 | 6.6159658331 |
| 2012-02-01 | 6.7620949302 |
| 2012-03-01 | 6.7274195692 |
| 2012-04-01 | 6.7531266863 |
| 2012-05-01 | 6.7756098690 |
| 2012-06-01 | 6.8630482532 |
| 2012-07-01 | 6.8647566453 |
| 2012-08-01 | 6.8946777189 |
| 2012-09-01 | 6.9200126060 |
| 2012-10-01 | 6.9876934796 |
| 2012-11-01 | 6.9863926518 |
| 2012-12-01 | 7.0629124562 |
| 2013-01-01 | 7.0184820195 |
| 2013-02-01 | 7.0550257784 |
| 2013-03-01 | 7.0078789346 |
| 2013-04-01 | 6.9532590872 |
| 2013-05-01 | 6.9754126868 |
| 2013-06-01 | 6.8609243273 |
| 2013-07-01 | 6.8646584731 |
| 2013-08-01 | 6.8904826088 |
| 2013-09-01 | 6.9359151997 |
| 2013-10-01 | 7.0040183128 |
| 2013-11-01 | 7.0893823990 |
| 2013-12-01 | 7.0618627121 |
| 2014-01-01 | 7.0173324190 |
| 2014-02-01 | 7.0448480717 |
| 2014-03-01 | 7.0962455633 |
| 2014-04-01 | 7.0503254070 |
| 2014-05-01 | 7.1787374875 |
| 2014-06-01 | 7.2599203161 |
| 2014-07-01 | 7.2602504753 |
| 2014-08-01 | 7.2858139386 |
| 2014-09-01 | 7.2449450599 |
| 2014-10-01 | 7.2162889349 |
| 2014-11-01 | 7.2842159229 |
| 2014-12-01 | 7.2616948511 |
| 2015-01-01 | 7.4206670226 |
| 2015-02-01 | 7.4463396684 |
| 2015-03-01 | 7.4918864353 |
| 2015-04-01 | 7.5540017122 |
| 2015-05-01 | 7.4874739572 |
| 2015-06-01 | 7.4517017854 |
| 2015-07-01 | 7.4485876931 |
| 2015-08-01 | 7.3801032955 |
| 2015-09-01 | 7.3432650220 |
| 2015-10-01 | 7.3245791530 |
| 2015-11-01 | 7.2862148809 |
| 2015-12-01 | 7.2673884738 |
| 2016-01-01 | 7.2228833577 |
| 2016-02-01 | 7.2483974278 |
| 2016-03-01 | 7.0966956528 |
| 2016-04-01 | 6.9415354405 |
| 2016-05-01 | 6.8946761636 |
| 2016-06-01 | 6.8523130728 |
| 2016-07-01 | 6.9453699365 |
| 2016-08-01 | 6.8773243931 |
| 2016-09-01 | 6.8320924489 |
| 2016-10-01 | 6.8242162399 |
| 2016-11-01 | 6.7889742844 |
| 2016-12-01 | 6.7739407941 |
| 2017-01-01 | 6.7243309645 |
| 2017-02-01 | 6.7492016433 |
| 2017-03-01 | 6.7030191496 |
| 2017-04-01 | 6.8379062568 |
| 2017-05-01 | 6.8035113152 |
| 2017-06-01 | 6.8507274807 |
| 2017-07-01 | 6.8404793385 |
| 2017-08-01 | 6.8739630470 |
| 2017-09-01 | 6.9240195575 |
| 2017-10-01 | 6.9160459020 |
| 2017-11-01 | 6.9896525353 |
| 2017-12-01 | 6.9706177955 |
| 2018-01-01 | 7.0346122995 |
| 2018-02-01 | 7.0536582426 |
| 2018-03-01 | 7.1137200054 |
| 2018-04-01 | 7.1334546227 |
| 2018-05-01 | 7.3078743018 |
| 2018-06-01 | 7.2567730407 |
| 2018-07-01 | 7.2383074048 |
| 2018-08-01 | 7.1730883866 |
| 2018-09-01 | 7.2198616722 |
| 2018-10-01 | 7.2020844962 |
| 2018-11-01 | 7.1801468468 |
| 2018-12-01 | 7.2638050390 |
| 2019-01-01 | 7.2452091984 |
| 2019-02-01 | 7.2532563512 |
| 2019-03-01 | 7.3225189278 |
| 2019-04-01 | 7.3344196942 |
| 2019-05-01 | 7.3131132348 |
| 2019-06-01 | 7.2685514193 |
| 2019-07-01 | 7.2417878394 |
| 2019-08-01 | 7.2740046767 |
| 2019-09-01 | 7.3206952823 |
| 2019-10-01 | 7.1838312259 |
| 2019-11-01 | 7.1723086102 |
| 2019-12-01 | 7.1575094632 |
| 2020-01-01 | 7.2528318370 |
| 2020-02-01 | 7.2469093824 |
| 2020-03-01 | 7.2233637126 |
| 2020-04-01 | 6.5280513852 |
| 2020-05-01 | 6.6156169598 |
| 2020-06-01 | 6.7876247140 |
| 2020-07-01 | 6.7557726366 |
| 2020-08-01 | 6.7786168720 |
| 2020-09-01 | 6.8236389798 |
| 2020-10-01 | 6.8679709424 |
| 2020-11-01 | 6.8649664695 |
| 2020-12-01 | 6.8569443710 |
| 2021-01-01 | 6.7459265568 |
| 2021-02-01 | 6.7323182479 |
| 2021-03-01 | 6.7206839469 |
| 2021-04-01 | 6.7319141236 |
| 2021-05-01 | 6.7186153924 |
| 2021-06-01 | 6.7040433887 |
| 2021-07-01 | 6.7669429467 |
| 2021-08-01 | 6.7814849507 |
| 2021-09-01 | 6.7306596224 |
| 2021-10-01 | 6.8525572706 |
| 2021-11-01 | 6.9581914263 |
| 2021-12-01 | 7.0507747196 |
| 2022-01-01 | 6.9432960859 |
| 2022-02-01 | 7.0224743988 |
| 2022-03-01 | 7.0233236650 |
| 2022-04-01 | 7.0351235421 |
| 2022-05-01 | 7.0174248373 |
| 2022-06-01 | 6.9150633270 |
| 2022-07-01 | 6.9783284100 |
| 2022-08-01 | 6.9847054474 |
| 2022-09-01 | 6.9346125617 |
| 2022-10-01 | 6.9474866029 |
| 2022-11-01 | 6.8546916053 |
| 2022-12-01 | 6.8550658970 |
| 2023-01-01 | 6.8331036308 |
| 2023-02-01 | 6.8121617379 |
| 2023-03-01 | 6.8248064274 |
| 2023-04-01 | 6.7344494210 |
| 2023-05-01 | 6.7119931067 |
| 2023-06-01 | 6.7162784995 |
| 2023-07-01 | 6.6876826623 |
| 2023-08-01 | 6.6889237305 |
| 2023-09-01 | 6.7347338698 |
| 2023-10-01 | 6.7515857913 |
| 2023-11-01 | 6.7595310880 |
| 2023-12-01 | 6.7570513196 |
| 2024-01-01 | 6.8242656596 |
| 2024-02-01 | 6.8081202506 |
| 2024-03-01 | 6.8241091233 |
| 2024-04-01 | 6.9344592658 |
| 2024-05-01 | 6.9070251303 |
| 2024-06-01 | 6.8137653933 |
| 2024-07-01 | 6.8930018231 |
| 2024-08-01 | 6.8914293120 |
| 2024-09-01 | 6.8315274715 |
| 2024-10-01 | 6.7599979670 |
| 2024-11-01 | 6.8647078885 |
| 2024-12-01 | 6.8620764663 |
| 2025-01-01 | 6.8131879465 |
| 2025-02-01 | 6.8068210521 |
| 2025-03-01 | 6.7256287235 |
| 2025-04-01 | 6.7317809955 |
| 2025-05-01 | 6.8021270382 |
| 2025-06-01 | 6.7096655772 |
| 2025-07-01 | 6.6938737557 |
| 2025-08-01 | 6.6926295853 |
| 2025-09-01 | 6.7298346668 |
| 2025-10-01 | 6.6681050986 |
| 2025-11-01 | 6.6690015715 |
| 2025-12-01 | 6.6632602817 |
| 2026-01-01 | 6.7086897100 |
| 2026-02-01 | 6.7080954675 |
| 2026-03-01 | 6.7282304412 |
| 2026-04-01 | 6.7302915936 |
| 2026-05-01 | 6.6995133184 |
| 2026-06-01 | 6.7068547846 |
| 2026-07-01 | 6.6919187824 |
| 2026-08-01 | 6.6938242567 |