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 2026-04-01 |
| Last Updated | 2026-05-26 1:15 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 | 9.91293008174121 |
| 1990-02-01 | 9.89476967120906 |
| 1990-03-01 | 9.79123294967582 |
| 1990-04-01 | 9.82820975144978 |
| 1990-05-01 | 9.79797122056439 |
| 1990-06-01 | 9.67084351023129 |
| 1990-07-01 | 9.85293253993602 |
| 1990-08-01 | 9.89378504831946 |
| 1990-09-01 | 10.06134392407890 |
| 1990-10-01 | 10.21286183024680 |
| 1990-11-01 | 10.27968747559750 |
| 1990-12-01 | 10.30071293547440 |
| 1991-01-01 | 10.21845221276700 |
| 1991-02-01 | 10.20395539841160 |
| 1991-03-01 | 10.29784996381640 |
| 1991-04-01 | 10.34198219048420 |
| 1991-05-01 | 10.19286305618620 |
| 1991-06-01 | 10.15197876056590 |
| 1991-07-01 | 10.14383191614990 |
| 1991-08-01 | 10.18791467348190 |
| 1991-09-01 | 10.25281387931810 |
| 1991-10-01 | 10.21378074645290 |
| 1991-11-01 | 10.38829591596220 |
| 1991-12-01 | 10.21830188273280 |
| 1992-01-01 | 10.21895478807670 |
| 1992-02-01 | 10.21064087270180 |
| 1992-03-01 | 10.19643592706000 |
| 1992-04-01 | 10.15181003283520 |
| 1992-05-01 | 10.07951831255730 |
| 1992-06-01 | 10.03531863396810 |
| 1992-07-01 | 9.54214529160622 |
| 1992-08-01 | 9.39063998947586 |
| 1992-09-01 | 9.14747596592149 |
| 1992-10-01 | 9.01712907657105 |
| 1992-11-01 | 8.91045321294032 |
| 1992-12-01 | 8.95940184012376 |
| 1993-01-01 | 8.78304997779690 |
| 1993-02-01 | 8.78090310239384 |
| 1993-03-01 | 8.68544001485703 |
| 1993-04-01 | 8.64595135581837 |
| 1993-05-01 | 8.76374932196252 |
| 1993-06-01 | 8.63719692847273 |
| 1993-07-01 | 8.64927910728791 |
| 1993-08-01 | 8.69751085985823 |
| 1993-09-01 | 8.64121858535463 |
| 1993-10-01 | 8.92437217940096 |
| 1993-11-01 | 8.83638357744688 |
| 1993-12-01 | 8.79531255725156 |
| 1994-01-01 | 8.77816170782559 |
| 1994-02-01 | 8.66768125222335 |
| 1994-03-01 | 8.68703135317559 |
| 1994-04-01 | 8.53915214096223 |
| 1994-05-01 | 8.53924815075789 |
| 1994-06-01 | 8.62567427205125 |
| 1994-07-01 | 8.55725292272695 |
| 1994-08-01 | 8.50642099626500 |
| 1994-09-01 | 8.54152319456444 |
| 1994-10-01 | 8.42112652910357 |
| 1994-11-01 | 8.34713559679741 |
| 1994-12-01 | 8.32356918963841 |
| 1995-01-01 | 8.36002892589585 |
| 1995-02-01 | 8.34818133305703 |
| 1995-03-01 | 8.38438086118822 |
| 1995-04-01 | 8.42782277623335 |
| 1995-05-01 | 8.42930384123566 |
| 1995-06-01 | 8.43184176997658 |
| 1995-07-01 | 8.46894902407084 |
| 1995-08-01 | 8.41607529123013 |
| 1995-09-01 | 8.44495426714937 |
| 1995-10-01 | 8.41312906813160 |
| 1995-11-01 | 8.34637034182614 |
| 1995-12-01 | 8.33982355984134 |
| 1996-01-01 | 8.55595603645409 |
| 1996-02-01 | 8.43577768545551 |
| 1996-03-01 | 8.38127276023501 |
| 1996-04-01 | 8.51283408719471 |
| 1996-05-01 | 8.53074688838489 |
| 1996-06-01 | 8.45340275412222 |
| 1996-07-01 | 8.28403871925271 |
| 1996-08-01 | 8.32502480703545 |
| 1996-09-01 | 8.35542677601777 |
| 1996-10-01 | 8.29841725351165 |
| 1996-11-01 | 8.32877047479462 |
| 1996-12-01 | 8.34053477394639 |
| 1997-01-01 | 8.34351161303151 |
| 1997-02-01 | 8.42383003191387 |
| 1997-03-01 | 8.38143790637972 |
| 1997-04-01 | 8.20463286167375 |
| 1997-05-01 | 8.35133004286578 |
| 1997-06-01 | 8.28600414329980 |
| 1997-07-01 | 8.18677108334083 |
| 1997-08-01 | 8.21989642993963 |
| 1997-09-01 | 8.16800632427119 |
| 1997-10-01 | 8.29221354817343 |
| 1997-11-01 | 8.41265658872102 |
| 1997-12-01 | 8.42509209912272 |
| 1998-01-01 | 8.23895916039156 |
| 1998-02-01 | 8.20964942275577 |
| 1998-03-01 | 8.27946696589947 |
| 1998-04-01 | 8.30674363662567 |
| 1998-05-01 | 8.26748837218600 |
| 1998-06-01 | 8.31421479363543 |
| 1998-07-01 | 8.48416367508741 |
| 1998-08-01 | 8.50846437471211 |
| 1998-09-01 | 8.48447831002267 |
| 1998-10-01 | 8.48426337154805 |
| 1998-11-01 | 8.49511537758185 |
| 1998-12-01 | 8.39934373451568 |
| 1999-01-01 | 8.44083189961154 |
| 1999-02-01 | 8.41235498150328 |
| 1999-03-01 | 8.38045982594006 |
| 1999-04-01 | 8.41276056479665 |
| 1999-05-01 | 8.38521449503472 |
| 1999-06-01 | 8.43577103951015 |
| 1999-07-01 | 8.47595418554230 |
| 1999-08-01 | 8.49330061974867 |
| 1999-09-01 | 8.59237152744236 |
| 1999-10-01 | 8.68468640917425 |
| 1999-11-01 | 8.78976110414697 |
| 1999-12-01 | 8.78038665985341 |
| 2000-01-01 | 8.95233226573064 |
| 2000-02-01 | 8.81919216447423 |
| 2000-03-01 | 8.78592697366397 |
| 2000-04-01 | 8.71340821142850 |
| 2000-05-01 | 8.69053467263155 |
| 2000-06-01 | 8.74047894672403 |
| 2000-07-01 | 8.86485883306394 |
| 2000-08-01 | 8.78872110654421 |
| 2000-09-01 | 8.69526827210381 |
| 2000-10-01 | 8.58985306276658 |
| 2000-11-01 | 8.49249958467747 |
| 2000-12-01 | 8.57066230258951 |
| 2001-01-01 | 8.44191995712201 |
| 2001-02-01 | 8.41112539959804 |
| 2001-03-01 | 8.38490564667274 |
| 2001-04-01 | 8.30986716988301 |
| 2001-05-01 | 8.29320130690379 |
| 2001-06-01 | 8.34246208310751 |
| 2001-07-01 | 7.97492002777661 |
| 2001-08-01 | 7.90208096621512 |
| 2001-09-01 | 7.79206885621940 |
| 2001-10-01 | 7.90236635428120 |
| 2001-11-01 | 7.70564484252449 |
| 2001-12-01 | 7.67083121970954 |
| 2002-01-01 | 7.62129795988202 |
| 2002-02-01 | 7.49457757940959 |
| 2002-03-01 | 7.57225427901132 |
| 2002-04-01 | 7.60631225738037 |
| 2002-05-01 | 7.58851680925403 |
| 2002-06-01 | 7.53636082003369 |
| 2002-07-01 | 7.58911836419964 |
| 2002-08-01 | 7.62183906183879 |
| 2002-09-01 | 7.59464431137303 |
| 2002-10-01 | 7.61002935162300 |
| 2002-11-01 | 7.61349935511617 |
| 2002-12-01 | 7.57140237483893 |
| 2003-01-01 | 7.49842347301655 |
| 2003-02-01 | 7.59160005082842 |
| 2003-03-01 | 7.46588457835915 |
| 2003-04-01 | 7.60324675001136 |
| 2003-05-01 | 7.59208133659496 |
| 2003-06-01 | 7.63078147403789 |
| 2003-07-01 | 7.59842797974506 |
| 2003-08-01 | 7.53214755967620 |
| 2003-09-01 | 7.60022203672288 |
| 2003-10-01 | 7.51398493721993 |
| 2003-11-01 | 7.51969869425668 |
| 2003-12-01 | 7.37733077243284 |
| 2004-01-01 | 7.46618674369841 |
| 2004-02-01 | 7.48381083401845 |
| 2004-03-01 | 7.56131451971599 |
| 2004-04-01 | 7.40389818837845 |
| 2004-05-01 | 7.39980746225240 |
| 2004-06-01 | 7.42877572340885 |
| 2004-07-01 | 7.51299502983078 |
| 2004-08-01 | 7.54459068599946 |
| 2004-09-01 | 7.60869430841829 |
| 2004-10-01 | 7.60962653422079 |
| 2004-11-01 | 7.62018239646895 |
| 2004-12-01 | 7.68392911912985 |
| 2005-01-01 | 7.82886338607898 |
| 2005-02-01 | 7.67697449866830 |
| 2005-03-01 | 7.76307330214453 |
| 2005-04-01 | 7.71221843916187 |
| 2005-05-01 | 7.70960227855517 |
| 2005-06-01 | 7.73352264191174 |
| 2005-07-01 | 7.62505562075756 |
| 2005-08-01 | 7.54487610345886 |
| 2005-09-01 | 7.51432629770594 |
| 2005-10-01 | 7.49820378084813 |
| 2005-11-01 | 7.52014397254165 |
| 2005-12-01 | 7.48821106220038 |
| 2006-01-01 | 7.49540680305081 |
| 2006-02-01 | 7.47146580523072 |
| 2006-03-01 | 7.46223017887283 |
| 2006-04-01 | 7.52454471707787 |
| 2006-05-01 | 7.51279380065870 |
| 2006-06-01 | 7.54372530230878 |
| 2006-07-01 | 7.53778278120471 |
| 2006-08-01 | 7.64874282075048 |
| 2006-09-01 | 7.61778134109942 |
| 2006-10-01 | 7.68073927031445 |
| 2006-11-01 | 7.70940388199559 |
| 2006-12-01 | 7.78990936427122 |
| 2007-01-01 | 7.87556601450254 |
| 2007-02-01 | 7.87792238910292 |
| 2007-03-01 | 7.97469418142727 |
| 2007-04-01 | 7.83793199936120 |
| 2007-05-01 | 7.81152486063777 |
| 2007-06-01 | 7.75517388856792 |
| 2007-07-01 | 7.84284857269558 |
| 2007-08-01 | 7.84958844108742 |
| 2007-09-01 | 7.81363935046531 |
| 2007-10-01 | 7.86162012271290 |
| 2007-11-01 | 7.79782023581353 |
| 2007-12-01 | 7.79056020207646 |
| 2008-01-01 | 7.87054853305016 |
| 2008-02-01 | 7.88241473813069 |
| 2008-03-01 | 7.88091117209108 |
| 2008-04-01 | 7.95056595526758 |
| 2008-05-01 | 8.00812362164499 |
| 2008-06-01 | 7.96316020834215 |
| 2008-07-01 | 7.94370449324668 |
| 2008-08-01 | 7.95755749726484 |
| 2008-09-01 | 7.90113473712677 |
| 2008-10-01 | 7.84874006809696 |
| 2008-11-01 | 7.78616494645286 |
| 2008-12-01 | 7.69062424541066 |
| 2009-01-01 | 7.58035923016340 |
| 2009-02-01 | 7.48218618142449 |
| 2009-03-01 | 7.37740151745059 |
| 2009-04-01 | 7.15302024944465 |
| 2009-05-01 | 7.10071873849914 |
| 2009-06-01 | 7.16963620778643 |
| 2009-07-01 | 7.15041825860582 |
| 2009-08-01 | 7.07107388948895 |
| 2009-09-01 | 7.09212396897056 |
| 2009-10-01 | 7.05066169492360 |
| 2009-11-01 | 7.08462576956924 |
| 2009-12-01 | 7.18468325295937 |
| 2010-01-01 | 6.89488236441829 |
| 2010-02-01 | 6.87534169190165 |
| 2010-03-01 | 6.86302079789504 |
| 2010-04-01 | 6.65372486327791 |
| 2010-05-01 | 6.79160186120375 |
| 2010-06-01 | 6.77105062682487 |
| 2010-07-01 | 6.75681509092576 |
| 2010-08-01 | 6.68521482969132 |
| 2010-09-01 | 6.69286844959669 |
| 2010-10-01 | 6.65811799614158 |
| 2010-11-01 | 6.58135822815101 |
| 2010-12-01 | 6.57586221108059 |
| 2011-01-01 | 6.61028641249870 |
| 2011-02-01 | 6.56964325169009 |
| 2011-03-01 | 6.54528008046663 |
| 2011-04-01 | 6.65543094438729 |
| 2011-05-01 | 6.58262884412671 |
| 2011-06-01 | 6.56601436290890 |
| 2011-07-01 | 6.56245005732418 |
| 2011-08-01 | 6.59216416604852 |
| 2011-09-01 | 6.60367476424938 |
| 2011-10-01 | 6.57224802091991 |
| 2011-11-01 | 6.58482858760587 |
| 2011-12-01 | 6.46966094471132 |
| 2012-01-01 | 6.61596572309912 |
| 2012-02-01 | 6.76209476191498 |
| 2012-03-01 | 6.72741936689448 |
| 2012-04-01 | 6.75312718308185 |
| 2012-05-01 | 6.77560967872196 |
| 2012-06-01 | 6.86304812418749 |
| 2012-07-01 | 6.86475663298680 |
| 2012-08-01 | 6.89467787108366 |
| 2012-09-01 | 6.92001289351740 |
| 2012-10-01 | 6.98769399959745 |
| 2012-11-01 | 6.98639296541614 |
| 2012-12-01 | 7.06291243924059 |
| 2013-01-01 | 7.01848128816229 |
| 2013-02-01 | 7.05502404083778 |
| 2013-03-01 | 7.00787768626037 |
| 2013-04-01 | 6.95326129285915 |
| 2013-05-01 | 6.97541220500767 |
| 2013-06-01 | 6.86092440584962 |
| 2013-07-01 | 6.86465975281033 |
| 2013-08-01 | 6.89048334295767 |
| 2013-09-01 | 6.93591574840311 |
| 2013-10-01 | 7.00401899482116 |
| 2013-11-01 | 7.08938252602473 |
| 2013-12-01 | 7.06186196752898 |
| 2014-01-01 | 7.01733072054160 |
| 2014-02-01 | 7.04484534896097 |
| 2014-03-01 | 7.09624518178245 |
| 2014-04-01 | 7.05032116663413 |
| 2014-05-01 | 7.17873984440532 |
| 2014-06-01 | 7.25992296118040 |
| 2014-07-01 | 7.26025431175313 |
| 2014-08-01 | 7.28581565734670 |
| 2014-09-01 | 7.24494639579842 |
| 2014-10-01 | 7.21629154660943 |
| 2014-11-01 | 7.28421900146092 |
| 2014-12-01 | 7.26169485584915 |
| 2015-01-01 | 7.42066237935290 |
| 2015-02-01 | 7.44633044964956 |
| 2015-03-01 | 7.49187823447696 |
| 2015-04-01 | 7.55397915932336 |
| 2015-05-01 | 7.48747581624998 |
| 2015-06-01 | 7.45174163739894 |
| 2015-07-01 | 7.44858809677152 |
| 2015-08-01 | 7.38010314400961 |
| 2015-09-01 | 7.34326660347032 |
| 2015-10-01 | 7.32458553769775 |
| 2015-11-01 | 7.28622346435623 |
| 2015-12-01 | 7.26739085147394 |
| 2016-01-01 | 7.22287382326532 |
| 2016-02-01 | 7.24837538335880 |
| 2016-03-01 | 7.09667224902312 |
| 2016-04-01 | 6.94149120307676 |
| 2016-05-01 | 6.89467837239712 |
| 2016-06-01 | 6.85239195832464 |
| 2016-07-01 | 6.94537964550037 |
| 2016-08-01 | 6.87733625991728 |
| 2016-09-01 | 6.83206444739556 |
| 2016-10-01 | 6.82423346517873 |
| 2016-11-01 | 6.78899673626758 |
| 2016-12-01 | 6.77394831798481 |
| 2017-01-01 | 6.72432369679706 |
| 2017-02-01 | 6.74918932341020 |
| 2017-03-01 | 6.70301346502023 |
| 2017-04-01 | 6.83759769258627 |
| 2017-05-01 | 6.80354678721882 |
| 2017-06-01 | 6.85105016404460 |
| 2017-07-01 | 6.84050349596787 |
| 2017-08-01 | 6.87398018252943 |
| 2017-09-01 | 6.92394735663583 |
| 2017-10-01 | 6.91604899642539 |
| 2017-11-01 | 6.98965690721402 |
| 2017-12-01 | 6.97060476207469 |
| 2018-01-01 | 7.03459012885683 |
| 2018-02-01 | 7.05364548072293 |
| 2018-03-01 | 7.11373938183223 |
| 2018-04-01 | 7.13288266055983 |
| 2018-05-01 | 7.30798598288009 |
| 2018-06-01 | 7.25738915654211 |
| 2018-07-01 | 7.23841018677871 |
| 2018-08-01 | 7.17316837751506 |
| 2018-09-01 | 7.21962832954599 |
| 2018-10-01 | 7.20209508543239 |
| 2018-11-01 | 7.18009872941018 |
| 2018-12-01 | 7.26368696362830 |
| 2019-01-01 | 7.24513688368048 |
| 2019-02-01 | 7.25321798048735 |
| 2019-03-01 | 7.32253140371446 |
| 2019-04-01 | 7.33353065024431 |
| 2019-05-01 | 7.31321975236303 |
| 2019-06-01 | 7.27013251805686 |
| 2019-07-01 | 7.24186390074443 |
| 2019-08-01 | 7.27405872971672 |
| 2019-09-01 | 7.32025505254783 |
| 2019-10-01 | 7.18375171716276 |
| 2019-11-01 | 7.17209254035480 |
| 2019-12-01 | 7.15715575533191 |
| 2020-01-01 | 7.25254351793835 |
| 2020-02-01 | 7.24664769139914 |
| 2020-03-01 | 7.22394115196112 |
| 2020-04-01 | 6.52718297817290 |
| 2020-05-01 | 6.61569810354170 |
| 2020-06-01 | 6.78984013697757 |
| 2020-07-01 | 6.75587224209905 |
| 2020-08-01 | 6.77864172739157 |
| 2020-09-01 | 6.82299167962041 |
| 2020-10-01 | 6.86774207576566 |
| 2020-11-01 | 6.86456239767507 |
| 2020-12-01 | 6.85635461095073 |
| 2021-01-01 | 6.74543601693004 |
| 2021-02-01 | 6.73184615071153 |
| 2021-03-01 | 6.72159675612426 |
| 2021-04-01 | 6.73107612312882 |
| 2021-05-01 | 6.71812049699222 |
| 2021-06-01 | 6.70890380258679 |
| 2021-07-01 | 6.76642718885962 |
| 2021-08-01 | 6.78097675079338 |
| 2021-09-01 | 6.72946822366287 |
| 2021-10-01 | 6.85197878883316 |
| 2021-11-01 | 6.95751928318401 |
| 2021-12-01 | 7.05002144370439 |
| 2022-01-01 | 6.94276000344758 |
| 2022-02-01 | 7.02200996451944 |
| 2022-03-01 | 7.02478186651054 |
| 2022-04-01 | 7.03489213206337 |
| 2022-05-01 | 7.01620710531856 |
| 2022-06-01 | 6.92202923446586 |
| 2022-07-01 | 6.97715828302483 |
| 2022-08-01 | 6.98351840683265 |
| 2022-09-01 | 6.93310727199217 |
| 2022-10-01 | 6.94629884683885 |
| 2022-11-01 | 6.85352512329803 |
| 2022-12-01 | 6.85402449859497 |
| 2023-01-01 | 6.83258744242488 |
| 2023-02-01 | 6.81215128783547 |
| 2023-03-01 | 6.82695254511179 |
| 2023-04-01 | 6.73646855015410 |
| 2023-05-01 | 6.70958179419079 |
| 2023-06-01 | 6.72457847278531 |
| 2023-07-01 | 6.68439511618381 |
| 2023-08-01 | 6.68727265600935 |
| 2023-09-01 | 6.73333996325516 |
| 2023-10-01 | 6.74999215163361 |
| 2023-11-01 | 6.75795021859599 |
| 2023-12-01 | 6.75576484599421 |
| 2024-01-01 | 6.82376155331321 |
| 2024-02-01 | 6.80859012133044 |
| 2024-03-01 | 6.82714531140076 |
| 2024-04-01 | 6.93853173149541 |
| 2024-05-01 | 6.90379741601149 |
| 2024-06-01 | 6.82232049065304 |
| 2024-07-01 | 6.88866175696286 |
| 2024-08-01 | 6.88900960072381 |
| 2024-09-01 | 6.83055397937065 |
| 2024-10-01 | 6.75795665378810 |
| 2024-11-01 | 6.86255094430289 |
| 2024-12-01 | 6.86036259047061 |
| 2025-01-01 | 6.81261231605263 |
| 2025-02-01 | 6.80776106251503 |
| 2025-03-01 | 6.72896200557419 |
| 2025-04-01 | 6.73757435321367 |
| 2025-05-01 | 6.79845215455566 |
| 2025-06-01 | 6.71889193160804 |
| 2025-07-01 | 6.68861078775095 |
| 2025-08-01 | 6.68972465125232 |
| 2025-09-01 | 6.72901049392482 |
| 2025-10-01 | 6.66581496403372 |
| 2025-11-01 | 6.66660711834364 |
| 2025-12-01 | 6.66141117118821 |
| 2026-01-01 | 6.70812525828372 |
| 2026-02-01 | 6.70941337516086 |
| 2026-03-01 | 6.73152852090121 |
| 2026-04-01 | 6.73675374509263 |