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 2026-05-01 |
| Last Updated | 2026-06-24 10:10 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 | 9.91293006071803 |
| 1990-02-01 | 9.89476982604760 |
| 1990-03-01 | 9.79123325240331 |
| 1990-04-01 | 9.82820965218001 |
| 1990-05-01 | 9.79797170010769 |
| 1990-06-01 | 9.67084489958524 |
| 1990-07-01 | 9.85293383991018 |
| 1990-08-01 | 9.89378390404610 |
| 1990-09-01 | 10.06134312591460 |
| 1990-10-01 | 10.21286120046500 |
| 1990-11-01 | 10.27968712203030 |
| 1990-12-01 | 10.30071220814900 |
| 1991-01-01 | 10.21845221721950 |
| 1991-02-01 | 10.20395557824030 |
| 1991-03-01 | 10.29785029153610 |
| 1991-04-01 | 10.34198215082430 |
| 1991-05-01 | 10.19286351076440 |
| 1991-06-01 | 10.15198008470160 |
| 1991-07-01 | 10.14383311061720 |
| 1991-08-01 | 10.18791362054710 |
| 1991-09-01 | 10.25281315067530 |
| 1991-10-01 | 10.21378014491660 |
| 1991-11-01 | 10.38829555055580 |
| 1991-12-01 | 10.21830121765970 |
| 1992-01-01 | 10.21895480410140 |
| 1992-02-01 | 10.21064105707790 |
| 1992-03-01 | 10.19643625354910 |
| 1992-04-01 | 10.15181005482190 |
| 1992-05-01 | 10.07951871704840 |
| 1992-06-01 | 10.03531965369780 |
| 1992-07-01 | 9.54214629497917 |
| 1992-08-01 | 9.39063917029164 |
| 1992-09-01 | 9.14747542615557 |
| 1992-10-01 | 9.01712860919040 |
| 1992-11-01 | 8.91045292848230 |
| 1992-12-01 | 8.95940132777097 |
| 1993-01-01 | 8.78304998367275 |
| 1993-02-01 | 8.78090323104273 |
| 1993-03-01 | 8.68544024435854 |
| 1993-04-01 | 8.64595144810460 |
| 1993-05-01 | 8.76374961235200 |
| 1993-06-01 | 8.63719755854410 |
| 1993-07-01 | 8.64927994657308 |
| 1993-08-01 | 8.69751018988834 |
| 1993-09-01 | 8.64121815802794 |
| 1993-10-01 | 8.92437180893605 |
| 1993-11-01 | 8.83638335858100 |
| 1993-12-01 | 8.79531213437748 |
| 1994-01-01 | 8.77816173778193 |
| 1994-02-01 | 8.66768137126966 |
| 1994-03-01 | 8.68703153881838 |
| 1994-04-01 | 8.53915228694975 |
| 1994-05-01 | 8.53924833839461 |
| 1994-06-01 | 8.62567462270048 |
| 1994-07-01 | 8.55725349764536 |
| 1994-08-01 | 8.50642056518072 |
| 1994-09-01 | 8.54152293130663 |
| 1994-10-01 | 8.42112628834749 |
| 1994-11-01 | 8.34713544059873 |
| 1994-12-01 | 8.32356891317241 |
| 1995-01-01 | 8.36002894917603 |
| 1995-02-01 | 8.34818140985568 |
| 1995-03-01 | 8.38438096885437 |
| 1995-04-01 | 8.42782294288606 |
| 1995-05-01 | 8.42930393874567 |
| 1995-06-01 | 8.43184194601781 |
| 1995-07-01 | 8.46894931712215 |
| 1995-08-01 | 8.41607506523706 |
| 1995-09-01 | 8.44495413090372 |
| 1995-10-01 | 8.41312893095641 |
| 1995-11-01 | 8.34637023753256 |
| 1995-12-01 | 8.33982340944882 |
| 1996-01-01 | 8.55595605729413 |
| 1996-02-01 | 8.43577773857809 |
| 1996-03-01 | 8.38127282319600 |
| 1996-04-01 | 8.51283420688996 |
| 1996-05-01 | 8.53074693504198 |
| 1996-06-01 | 8.45340280008386 |
| 1996-07-01 | 8.28403874963396 |
| 1996-08-01 | 8.32502478440265 |
| 1996-09-01 | 8.35542675117072 |
| 1996-10-01 | 8.29841719742496 |
| 1996-11-01 | 8.32877041008776 |
| 1996-12-01 | 8.34053472881520 |
| 1997-01-01 | 8.34351160783049 |
| 1997-02-01 | 8.42383004043421 |
| 1997-03-01 | 8.38143792025570 |
| 1997-04-01 | 8.20463292456415 |
| 1997-05-01 | 8.35133007572179 |
| 1997-06-01 | 8.28600415102327 |
| 1997-07-01 | 8.18677109922889 |
| 1997-08-01 | 8.21989641886797 |
| 1997-09-01 | 8.16800630512407 |
| 1997-10-01 | 8.29221353015413 |
| 1997-11-01 | 8.41265656503504 |
| 1997-12-01 | 8.42509208136263 |
| 1998-01-01 | 8.23895916060533 |
| 1998-02-01 | 8.20964942433845 |
| 1998-03-01 | 8.27946696358716 |
| 1998-04-01 | 8.30674368043982 |
| 1998-05-01 | 8.26748838057659 |
| 1998-06-01 | 8.31421479025556 |
| 1998-07-01 | 8.48416368177907 |
| 1998-08-01 | 8.50846436830322 |
| 1998-09-01 | 8.48447830119510 |
| 1998-10-01 | 8.48426336719870 |
| 1998-11-01 | 8.49511536668228 |
| 1998-12-01 | 8.39934372570409 |
| 1999-01-01 | 8.44083190028287 |
| 1999-02-01 | 8.41235498155171 |
| 1999-03-01 | 8.38045982263956 |
| 1999-04-01 | 8.41276059297847 |
| 1999-05-01 | 8.38521449791126 |
| 1999-06-01 | 8.43577103859224 |
| 1999-07-01 | 8.47595418807310 |
| 1999-08-01 | 8.49330061570678 |
| 1999-09-01 | 8.59237152134113 |
| 1999-10-01 | 8.68468640612012 |
| 1999-11-01 | 8.78976109662148 |
| 1999-12-01 | 8.78038665486889 |
| 2000-01-01 | 8.95233226588040 |
| 2000-02-01 | 8.81919216629962 |
| 2000-03-01 | 8.78592697388071 |
| 2000-04-01 | 8.71340822793059 |
| 2000-05-01 | 8.69053467227421 |
| 2000-06-01 | 8.74047894822521 |
| 2000-07-01 | 8.86485883142005 |
| 2000-08-01 | 8.78872110471609 |
| 2000-09-01 | 8.69526826893462 |
| 2000-10-01 | 8.58985306111385 |
| 2000-11-01 | 8.49249958074287 |
| 2000-12-01 | 8.57066230057592 |
| 2001-01-01 | 8.44191995831229 |
| 2001-02-01 | 8.41112540111741 |
| 2001-03-01 | 8.38490564858401 |
| 2001-04-01 | 8.30986717172800 |
| 2001-05-01 | 8.29320130817548 |
| 2001-06-01 | 8.34246208478776 |
| 2001-07-01 | 7.97492002723043 |
| 2001-08-01 | 7.90208096533723 |
| 2001-09-01 | 7.79206885516235 |
| 2001-10-01 | 7.90236635319527 |
| 2001-11-01 | 7.70564484107202 |
| 2001-12-01 | 7.67083121948834 |
| 2002-01-01 | 7.62129796032389 |
| 2002-02-01 | 7.49457757987466 |
| 2002-03-01 | 7.57225427964279 |
| 2002-04-01 | 7.60631225796801 |
| 2002-05-01 | 7.58851680963258 |
| 2002-06-01 | 7.53636082035082 |
| 2002-07-01 | 7.58911836400720 |
| 2002-08-01 | 7.62183906162954 |
| 2002-09-01 | 7.59464431112818 |
| 2002-10-01 | 7.61002935130664 |
| 2002-11-01 | 7.61349935448466 |
| 2002-12-01 | 7.57140237487251 |
| 2003-01-01 | 7.49842347327449 |
| 2003-02-01 | 7.59160005098129 |
| 2003-03-01 | 7.46588457852032 |
| 2003-04-01 | 7.60324675011578 |
| 2003-05-01 | 7.59208133663341 |
| 2003-06-01 | 7.63078147415680 |
| 2003-07-01 | 7.59842797967469 |
| 2003-08-01 | 7.53214755966360 |
| 2003-09-01 | 7.60022203670989 |
| 2003-10-01 | 7.51398493712604 |
| 2003-11-01 | 7.51969869398676 |
| 2003-12-01 | 7.37733077246239 |
| 2004-01-01 | 7.46618674377603 |
| 2004-02-01 | 7.48381083407711 |
| 2004-03-01 | 7.56131451979112 |
| 2004-04-01 | 7.40389818840969 |
| 2004-05-01 | 7.39980746226319 |
| 2004-06-01 | 7.42877572343357 |
| 2004-07-01 | 7.51299502982004 |
| 2004-08-01 | 7.54459068598268 |
| 2004-09-01 | 7.60869430839485 |
| 2004-10-01 | 7.60962653414770 |
| 2004-11-01 | 7.62018239644261 |
| 2004-12-01 | 7.68392911911265 |
| 2005-01-01 | 7.82886338610261 |
| 2005-02-01 | 7.67697449868884 |
| 2005-03-01 | 7.76307330219202 |
| 2005-04-01 | 7.71221843919055 |
| 2005-05-01 | 7.70960227858322 |
| 2005-06-01 | 7.73352264189164 |
| 2005-07-01 | 7.62505562077366 |
| 2005-08-01 | 7.54487610345851 |
| 2005-09-01 | 7.51432629768588 |
| 2005-10-01 | 7.49820378080542 |
| 2005-11-01 | 7.52014397248577 |
| 2005-12-01 | 7.48821106215245 |
| 2006-01-01 | 7.49540680304274 |
| 2006-02-01 | 7.47146580524507 |
| 2006-03-01 | 7.46223017892673 |
| 2006-04-01 | 7.52454471717537 |
| 2006-05-01 | 7.51279380074815 |
| 2006-06-01 | 7.54372530229950 |
| 2006-07-01 | 7.53778278123494 |
| 2006-08-01 | 7.64874282074668 |
| 2006-09-01 | 7.61778134106857 |
| 2006-10-01 | 7.68073927023907 |
| 2006-11-01 | 7.70940388171362 |
| 2006-12-01 | 7.78990936410941 |
| 2007-01-01 | 7.87556601461897 |
| 2007-02-01 | 7.87792238912893 |
| 2007-03-01 | 7.97469418152463 |
| 2007-04-01 | 7.83793199970067 |
| 2007-05-01 | 7.81152486081844 |
| 2007-06-01 | 7.75517388857887 |
| 2007-07-01 | 7.84284857269911 |
| 2007-08-01 | 7.84958844102659 |
| 2007-09-01 | 7.81363935038576 |
| 2007-10-01 | 7.86162012256178 |
| 2007-11-01 | 7.79782023526302 |
| 2007-12-01 | 7.79056020179997 |
| 2008-01-01 | 7.87054853327310 |
| 2008-02-01 | 7.88241473804701 |
| 2008-03-01 | 7.88091117198863 |
| 2008-04-01 | 7.95056595750186 |
| 2008-05-01 | 8.00812362135075 |
| 2008-06-01 | 7.96316020769432 |
| 2008-07-01 | 7.94370449258422 |
| 2008-08-01 | 7.95755749672987 |
| 2008-09-01 | 7.90113473688991 |
| 2008-10-01 | 7.84874006821966 |
| 2008-11-01 | 7.78616494635300 |
| 2008-12-01 | 7.69062424665582 |
| 2009-01-01 | 7.58035923106804 |
| 2009-02-01 | 7.48218618130512 |
| 2009-03-01 | 7.37740151685461 |
| 2009-04-01 | 7.15302025228718 |
| 2009-05-01 | 7.10071873645238 |
| 2009-06-01 | 7.16963620501012 |
| 2009-07-01 | 7.15041825604182 |
| 2009-08-01 | 7.07107388804505 |
| 2009-09-01 | 7.09212396922748 |
| 2009-10-01 | 7.05066169726214 |
| 2009-11-01 | 7.08462577293995 |
| 2009-12-01 | 7.18468325850004 |
| 2010-01-01 | 6.89488236742123 |
| 2010-02-01 | 6.87534169182168 |
| 2010-03-01 | 6.86302079537203 |
| 2010-04-01 | 6.65372486403947 |
| 2010-05-01 | 6.79160185396950 |
| 2010-06-01 | 6.77105061819777 |
| 2010-07-01 | 6.75681508333170 |
| 2010-08-01 | 6.68521482496571 |
| 2010-09-01 | 6.69286844887710 |
| 2010-10-01 | 6.65811800193916 |
| 2010-11-01 | 6.58135825622517 |
| 2010-12-01 | 6.57586222535026 |
| 2011-01-01 | 6.61028642249025 |
| 2011-02-01 | 6.56964325526585 |
| 2011-03-01 | 6.54528007753284 |
| 2011-04-01 | 6.65543091046510 |
| 2011-05-01 | 6.58262882470837 |
| 2011-06-01 | 6.56601433739947 |
| 2011-07-01 | 6.56245003176069 |
| 2011-08-01 | 6.59216414821335 |
| 2011-09-01 | 6.60367476042185 |
| 2011-10-01 | 6.57224807093492 |
| 2011-11-01 | 6.58482867098270 |
| 2011-12-01 | 6.46966102839626 |
| 2012-01-01 | 6.61596575685461 |
| 2012-02-01 | 6.76209476165017 |
| 2012-03-01 | 6.72741933155580 |
| 2012-04-01 | 6.75312702512082 |
| 2012-05-01 | 6.77560960245830 |
| 2012-06-01 | 6.86304804784830 |
| 2012-07-01 | 6.86475657211331 |
| 2012-08-01 | 6.89467783923349 |
| 2012-09-01 | 6.92001289983845 |
| 2012-10-01 | 6.98769414414194 |
| 2012-11-01 | 6.98639319022826 |
| 2012-12-01 | 7.06291271082175 |
| 2013-01-01 | 7.01848145557259 |
| 2013-02-01 | 7.05502410227532 |
| 2013-03-01 | 7.00787763447023 |
| 2013-04-01 | 6.95326063732206 |
| 2013-05-01 | 6.97541200245682 |
| 2013-06-01 | 6.86092421750824 |
| 2013-07-01 | 6.86465954427155 |
| 2013-08-01 | 6.89048329456695 |
| 2013-09-01 | 6.93591578725487 |
| 2013-10-01 | 7.00401932668353 |
| 2013-11-01 | 7.08938305414303 |
| 2013-12-01 | 7.06186266188357 |
| 2014-01-01 | 7.01733135938061 |
| 2014-02-01 | 7.04484589604441 |
| 2014-03-01 | 7.09624552077555 |
| 2014-04-01 | 7.05031774699039 |
| 2014-05-01 | 7.17873964987774 |
| 2014-06-01 | 7.25992265970999 |
| 2014-07-01 | 7.26025392563414 |
| 2014-08-01 | 7.28581567196000 |
| 2014-09-01 | 7.24494673121509 |
| 2014-10-01 | 7.21629244900217 |
| 2014-11-01 | 7.28422029207058 |
| 2014-12-01 | 7.26169640773887 |
| 2015-01-01 | 7.42066382555129 |
| 2015-02-01 | 7.44633152451643 |
| 2015-03-01 | 7.49187883148963 |
| 2015-04-01 | 7.55397247681942 |
| 2015-05-01 | 7.48747500618065 |
| 2015-06-01 | 7.45173763093177 |
| 2015-07-01 | 7.44858834048275 |
| 2015-08-01 | 7.38010419432638 |
| 2015-09-01 | 7.34326823217647 |
| 2015-10-01 | 7.32458804283123 |
| 2015-11-01 | 7.28622649106755 |
| 2015-12-01 | 7.26739403749988 |
| 2016-01-01 | 7.22287634088872 |
| 2016-02-01 | 7.24837680674478 |
| 2016-03-01 | 7.09667211507413 |
| 2016-04-01 | 6.94148105554978 |
| 2016-05-01 | 6.89467519870644 |
| 2016-06-01 | 6.85238297098175 |
| 2016-07-01 | 6.94537888514583 |
| 2016-08-01 | 6.87733704558346 |
| 2016-09-01 | 6.83207510208340 |
| 2016-10-01 | 6.82423748564864 |
| 2016-11-01 | 6.78900219002413 |
| 2016-12-01 | 6.77395376008812 |
| 2017-01-01 | 6.72432834545101 |
| 2017-02-01 | 6.74919288759765 |
| 2017-03-01 | 6.70301514113018 |
| 2017-04-01 | 6.83756298911208 |
| 2017-05-01 | 6.80354235430981 |
| 2017-06-01 | 6.85103792075720 |
| 2017-07-01 | 6.84050216037960 |
| 2017-08-01 | 6.87398253570069 |
| 2017-09-01 | 6.92397246084328 |
| 2017-10-01 | 6.91606189267165 |
| 2017-11-01 | 6.98967173868692 |
| 2017-12-01 | 6.97061591144989 |
| 2018-01-01 | 7.03459517894279 |
| 2018-02-01 | 7.05364479915591 |
| 2018-03-01 | 7.11373378937032 |
| 2018-04-01 | 7.13281231329725 |
| 2018-05-01 | 7.30797367016867 |
| 2018-06-01 | 7.25737135605864 |
| 2018-07-01 | 7.23840435561468 |
| 2018-08-01 | 7.17316836575323 |
| 2018-09-01 | 7.21969739670163 |
| 2018-10-01 | 7.20211612473277 |
| 2018-11-01 | 7.18017228375945 |
| 2018-12-01 | 7.26370921884804 |
| 2019-01-01 | 7.24512602244988 |
| 2019-02-01 | 7.25318728937458 |
| 2019-03-01 | 7.32248697844264 |
| 2019-04-01 | 7.33339425077300 |
| 2019-05-01 | 7.31317459833054 |
| 2019-06-01 | 7.27016246130011 |
| 2019-07-01 | 7.24184951960124 |
| 2019-08-01 | 7.27405840401613 |
| 2019-09-01 | 7.32037539067884 |
| 2019-10-01 | 7.18380870498597 |
| 2019-11-01 | 7.17225297153474 |
| 2019-12-01 | 7.15722380166509 |
| 2020-01-01 | 7.25255978233016 |
| 2020-02-01 | 7.24663354311961 |
| 2020-03-01 | 7.22348166237498 |
| 2020-04-01 | 6.52706550555108 |
| 2020-05-01 | 6.61566053426612 |
| 2020-06-01 | 6.78994710099012 |
| 2020-07-01 | 6.75588849041800 |
| 2020-08-01 | 6.77869044521635 |
| 2020-09-01 | 6.82319731445269 |
| 2020-10-01 | 6.86787482061769 |
| 2020-11-01 | 6.86483031203136 |
| 2020-12-01 | 6.85645059502773 |
| 2021-01-01 | 6.74542633889339 |
| 2021-02-01 | 6.73179074941626 |
| 2021-03-01 | 6.72074169968735 |
| 2021-04-01 | 6.73054332211708 |
| 2021-05-01 | 6.71811834474995 |
| 2021-06-01 | 6.70940707599172 |
| 2021-07-01 | 6.76655653702541 |
| 2021-08-01 | 6.78116008769741 |
| 2021-09-01 | 6.72989800189939 |
| 2021-10-01 | 6.85231449161283 |
| 2021-11-01 | 6.95785916607304 |
| 2021-12-01 | 7.05008487867255 |
| 2022-01-01 | 6.94261950508808 |
| 2022-02-01 | 7.02177493359136 |
| 2022-03-01 | 7.02288430582326 |
| 2022-04-01 | 7.03390995202523 |
| 2022-05-01 | 7.01640262745755 |
| 2022-06-01 | 6.92304970636823 |
| 2022-07-01 | 6.97762486284096 |
| 2022-08-01 | 6.98409831846373 |
| 2022-09-01 | 6.93385702506747 |
| 2022-10-01 | 6.94707249502943 |
| 2022-11-01 | 6.85409098867510 |
| 2022-12-01 | 6.85406265750534 |
| 2023-01-01 | 6.83213762023600 |
| 2023-02-01 | 6.81128160993907 |
| 2023-03-01 | 6.82365142497645 |
| 2023-04-01 | 6.73375968496643 |
| 2023-05-01 | 6.71105812006935 |
| 2023-06-01 | 6.72668981618973 |
| 2023-07-01 | 6.68546267568092 |
| 2023-08-01 | 6.68833122384906 |
| 2023-09-01 | 6.73441369485154 |
| 2023-10-01 | 6.75119298096197 |
| 2023-11-01 | 6.75869048884379 |
| 2023-12-01 | 6.75575198079281 |
| 2024-01-01 | 6.82292238347986 |
| 2024-02-01 | 6.80694792666187 |
| 2024-03-01 | 6.82222473575997 |
| 2024-04-01 | 6.93415946876741 |
| 2024-05-01 | 6.90604992254196 |
| 2024-06-01 | 6.82560394060489 |
| 2024-07-01 | 6.89057177422923 |
| 2024-08-01 | 6.89074222628981 |
| 2024-09-01 | 6.83199111244745 |
| 2024-10-01 | 6.75966326151362 |
| 2024-11-01 | 6.86359127809146 |
| 2024-12-01 | 6.86035448189273 |
| 2025-01-01 | 6.81139684589335 |
| 2025-02-01 | 6.80528830281540 |
| 2025-03-01 | 6.72305746001451 |
| 2025-04-01 | 6.73132477473810 |
| 2025-05-01 | 6.80096022236899 |
| 2025-06-01 | 6.72344298495139 |
| 2025-07-01 | 6.69124439315970 |
| 2025-08-01 | 6.69193919357507 |
| 2025-09-01 | 6.73080379213548 |
| 2025-10-01 | 6.66788485994583 |
| 2025-11-01 | 6.66770392058952 |
| 2025-12-01 | 6.66123298186335 |
| 2026-01-01 | 6.70651180267165 |
| 2026-02-01 | 6.70631158073847 |
| 2026-03-01 | 6.72490752793693 |
| 2026-04-01 | 6.72963195339139 |
| 2026-05-01 | 6.69793652328925 |