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 2025-11-01 |
| Last Updated | 2026-01-07 10:53 PM CST |
| 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 | 9.91292771298041 |
| 1990-02-01 | 9.89478623710352 |
| 1990-03-01 | 9.79126542621412 |
| 1990-04-01 | 9.82819890172124 |
| 1990-05-01 | 9.79802263570557 |
| 1990-06-01 | 9.67099289769823 |
| 1990-07-01 | 9.85307368262028 |
| 1990-08-01 | 9.89366179509296 |
| 1990-09-01 | 10.06125796956860 |
| 1990-10-01 | 10.21279397486780 |
| 1990-11-01 | 10.27964932379970 |
| 1990-12-01 | 10.30063452604520 |
| 1991-01-01 | 10.21845258661370 |
| 1991-02-01 | 10.20397465851250 |
| 1991-03-01 | 10.29788513616850 |
| 1991-04-01 | 10.34197777243100 |
| 1991-05-01 | 10.19291178402760 |
| 1991-06-01 | 10.15212115573680 |
| 1991-07-01 | 10.14396160593580 |
| 1991-08-01 | 10.18780126994470 |
| 1991-09-01 | 10.25273542536050 |
| 1991-10-01 | 10.21371593251950 |
| 1991-11-01 | 10.38825648674900 |
| 1991-12-01 | 10.21823017480680 |
| 1992-01-01 | 10.21895642054060 |
| 1992-02-01 | 10.21066063435880 |
| 1992-03-01 | 10.19647098494440 |
| 1992-04-01 | 10.15181228012830 |
| 1992-05-01 | 10.07956165716770 |
| 1992-06-01 | 10.03542830123450 |
| 1992-07-01 | 9.54225421007983 |
| 1992-08-01 | 9.39055176063069 |
| 1992-09-01 | 9.14741785480388 |
| 1992-10-01 | 9.01707871071305 |
| 1992-11-01 | 8.91042251231761 |
| 1992-12-01 | 8.95934659226774 |
| 1993-01-01 | 8.78305054448061 |
| 1993-02-01 | 8.78091689314589 |
| 1993-03-01 | 8.68546466217420 |
| 1993-04-01 | 8.64596121153080 |
| 1993-05-01 | 8.76378041979654 |
| 1993-06-01 | 8.63726467016845 |
| 1993-07-01 | 8.64937019781556 |
| 1993-08-01 | 8.69743868154789 |
| 1993-09-01 | 8.64117256468247 |
| 1993-10-01 | 8.92433224280923 |
| 1993-11-01 | 8.83635994773189 |
| 1993-12-01 | 8.79526695045680 |
| 1994-01-01 | 8.77816488474567 |
| 1994-02-01 | 8.66769403285918 |
| 1994-03-01 | 8.68705130432200 |
| 1994-04-01 | 8.53916781579189 |
| 1994-05-01 | 8.53926822236128 |
| 1994-06-01 | 8.62571197756285 |
| 1994-07-01 | 8.55731531056077 |
| 1994-08-01 | 8.50637455472451 |
| 1994-09-01 | 8.54149485165062 |
| 1994-10-01 | 8.42110057056136 |
| 1994-11-01 | 8.34711873147971 |
| 1994-12-01 | 8.32353936595134 |
| 1995-01-01 | 8.36003139727506 |
| 1995-02-01 | 8.34818958103434 |
| 1995-03-01 | 8.38439243651106 |
| 1995-04-01 | 8.42784070565553 |
| 1995-05-01 | 8.42931426503674 |
| 1995-06-01 | 8.43186070794778 |
| 1995-07-01 | 8.46898082938378 |
| 1995-08-01 | 8.41605095002113 |
| 1995-09-01 | 8.44493960571383 |
| 1995-10-01 | 8.41311427725675 |
| 1995-11-01 | 8.34635908447662 |
| 1995-12-01 | 8.33980732945124 |
| 1996-01-01 | 8.55595825581494 |
| 1996-02-01 | 8.43578339482449 |
| 1996-03-01 | 8.38127953517524 |
| 1996-04-01 | 8.51284697960491 |
| 1996-05-01 | 8.53075189170502 |
| 1996-06-01 | 8.45340772157277 |
| 1996-07-01 | 8.28404201741462 |
| 1996-08-01 | 8.32502238666864 |
| 1996-09-01 | 8.35542412081981 |
| 1996-10-01 | 8.29841121259916 |
| 1996-11-01 | 8.32876349654422 |
| 1996-12-01 | 8.34052990044390 |
| 1997-01-01 | 8.34351103955865 |
| 1997-02-01 | 8.42383094226079 |
| 1997-03-01 | 8.38143939788306 |
| 1997-04-01 | 8.20463963432067 |
| 1997-05-01 | 8.35133357902560 |
| 1997-06-01 | 8.28600497853473 |
| 1997-07-01 | 8.18677280536645 |
| 1997-08-01 | 8.21989524229637 |
| 1997-09-01 | 8.16800426648224 |
| 1997-10-01 | 8.29221160814441 |
| 1997-11-01 | 8.41265403580487 |
| 1997-12-01 | 8.42509018298918 |
| 1998-01-01 | 8.23895917901758 |
| 1998-02-01 | 8.20964959101242 |
| 1998-03-01 | 8.27946671692285 |
| 1998-04-01 | 8.30674835532051 |
| 1998-05-01 | 8.26748927355252 |
| 1998-06-01 | 8.31421442963758 |
| 1998-07-01 | 8.48416440041489 |
| 1998-08-01 | 8.50846368494860 |
| 1998-09-01 | 8.48447736092224 |
| 1998-10-01 | 8.48426290346398 |
| 1998-11-01 | 8.49511420367858 |
| 1998-12-01 | 8.39934278500038 |
| 1999-01-01 | 8.44083197061557 |
| 1999-02-01 | 8.41235498568661 |
| 1999-03-01 | 8.38045947050387 |
| 1999-04-01 | 8.41276359965982 |
| 1999-05-01 | 8.38521480363795 |
| 1999-06-01 | 8.43577094032068 |
| 1999-07-01 | 8.47595446047186 |
| 1999-08-01 | 8.49330018464339 |
| 1999-09-01 | 8.59237087122902 |
| 1999-10-01 | 8.68468608023783 |
| 1999-11-01 | 8.78976029345325 |
| 1999-12-01 | 8.78038612256011 |
| 2000-01-01 | 8.95233228162644 |
| 2000-02-01 | 8.81919236046740 |
| 2000-03-01 | 8.78592699693747 |
| 2000-04-01 | 8.71340998846374 |
| 2000-05-01 | 8.69053463438132 |
| 2000-06-01 | 8.74047910813864 |
| 2000-07-01 | 8.86485865629091 |
| 2000-08-01 | 8.78872090991098 |
| 2000-09-01 | 8.69526793135664 |
| 2000-10-01 | 8.58985288482970 |
| 2000-11-01 | 8.49249916084707 |
| 2000-12-01 | 8.57066208551001 |
| 2001-01-01 | 8.44192008514844 |
| 2001-02-01 | 8.41112556310272 |
| 2001-03-01 | 8.38490585242042 |
| 2001-04-01 | 8.30986736857121 |
| 2001-05-01 | 8.29320144398292 |
| 2001-06-01 | 8.34246226390980 |
| 2001-07-01 | 7.97491996904739 |
| 2001-08-01 | 7.90208087177387 |
| 2001-09-01 | 7.79206874246459 |
| 2001-10-01 | 7.90236623738054 |
| 2001-11-01 | 7.70564468610102 |
| 2001-12-01 | 7.67083119585064 |
| 2002-01-01 | 7.62129800738941 |
| 2002-02-01 | 7.49457762941934 |
| 2002-03-01 | 7.57225434695594 |
| 2002-04-01 | 7.60631232067011 |
| 2002-05-01 | 7.58851685011204 |
| 2002-06-01 | 7.53636085418525 |
| 2002-07-01 | 7.58911834353874 |
| 2002-08-01 | 7.62183903936731 |
| 2002-09-01 | 7.59464428504680 |
| 2002-10-01 | 7.61002931756134 |
| 2002-11-01 | 7.61349928707135 |
| 2002-12-01 | 7.57140237837872 |
| 2003-01-01 | 7.49842350066816 |
| 2003-02-01 | 7.59160006714423 |
| 2003-03-01 | 7.46588459562956 |
| 2003-04-01 | 7.60324676131116 |
| 2003-05-01 | 7.59208134091052 |
| 2003-06-01 | 7.63078148691260 |
| 2003-07-01 | 7.59842797233464 |
| 2003-08-01 | 7.53214755843451 |
| 2003-09-01 | 7.60022203537630 |
| 2003-10-01 | 7.51398492714201 |
| 2003-11-01 | 7.51969866524083 |
| 2003-12-01 | 7.37733077557173 |
| 2004-01-01 | 7.46618675185294 |
| 2004-02-01 | 7.48381083996059 |
| 2004-03-01 | 7.56131452736904 |
| 2004-04-01 | 7.40389819118484 |
| 2004-05-01 | 7.39980746282750 |
| 2004-06-01 | 7.42877572840526 |
| 2004-07-01 | 7.51299502835120 |
| 2004-08-01 | 7.54459068417031 |
| 2004-09-01 | 7.60869430613108 |
| 2004-10-01 | 7.60962652682569 |
| 2004-11-01 | 7.62018239417036 |
| 2004-12-01 | 7.68392911750987 |
| 2005-01-01 | 7.82886338823872 |
| 2005-02-01 | 7.67697449978952 |
| 2005-03-01 | 7.76307330573288 |
| 2005-04-01 | 7.71221844032602 |
| 2005-05-01 | 7.70960227974720 |
| 2005-06-01 | 7.73352264454394 |
| 2005-07-01 | 7.62505562208490 |
| 2005-08-01 | 7.54487610401381 |
| 2005-09-01 | 7.51432629671165 |
| 2005-10-01 | 7.49820377765922 |
| 2005-11-01 | 7.52014396767339 |
| 2005-12-01 | 7.48821105724512 |
| 2006-01-01 | 7.49540680134163 |
| 2006-02-01 | 7.47146580521643 |
| 2006-03-01 | 7.46223018320986 |
| 2006-04-01 | 7.52454471777958 |
| 2006-05-01 | 7.51279380736399 |
| 2006-06-01 | 7.54372531070285 |
| 2006-07-01 | 7.53778278654868 |
| 2006-08-01 | 7.64874282365034 |
| 2006-09-01 | 7.61778134051416 |
| 2006-10-01 | 7.68073926395725 |
| 2006-11-01 | 7.70940385923017 |
| 2006-12-01 | 7.78990934903347 |
| 2007-01-01 | 7.87556600339575 |
| 2007-02-01 | 7.87792239331977 |
| 2007-03-01 | 7.97469419585732 |
| 2007-04-01 | 7.83793201098563 |
| 2007-05-01 | 7.81152488232381 |
| 2007-06-01 | 7.75517390786270 |
| 2007-07-01 | 7.84284858410923 |
| 2007-08-01 | 7.84958844622156 |
| 2007-09-01 | 7.81363935077710 |
| 2007-10-01 | 7.86162010859200 |
| 2007-11-01 | 7.79782018281400 |
| 2007-12-01 | 7.79056015826470 |
| 2008-01-01 | 7.87054848104244 |
| 2008-02-01 | 7.88241469830303 |
| 2008-03-01 | 7.88091114115949 |
| 2008-04-01 | 7.95056620257808 |
| 2008-05-01 | 8.00812364581231 |
| 2008-06-01 | 7.96316026794409 |
| 2008-07-01 | 7.94370456381756 |
| 2008-08-01 | 7.95755754643498 |
| 2008-09-01 | 7.90113473053130 |
| 2008-10-01 | 7.84873994692964 |
| 2008-11-01 | 7.78616468956540 |
| 2008-12-01 | 7.69062396245983 |
| 2009-01-01 | 7.58035904008806 |
| 2009-02-01 | 7.48218610560329 |
| 2009-03-01 | 7.37740160238273 |
| 2009-04-01 | 7.15302092339131 |
| 2009-05-01 | 7.10071902655434 |
| 2009-06-01 | 7.16963653205681 |
| 2009-07-01 | 7.15041851284626 |
| 2009-08-01 | 7.07107396649462 |
| 2009-09-01 | 7.09212379416174 |
| 2009-10-01 | 7.05066110257784 |
| 2009-11-01 | 7.08462481879926 |
| 2009-12-01 | 7.18468224462617 |
| 2010-01-01 | 6.89488182605753 |
| 2010-02-01 | 6.87534172815281 |
| 2010-03-01 | 6.86302147840481 |
| 2010-04-01 | 6.65372656493075 |
| 2010-05-01 | 6.79160304721465 |
| 2010-06-01 | 6.77105163612264 |
| 2010-07-01 | 6.75681566869558 |
| 2010-08-01 | 6.68521487496788 |
| 2010-09-01 | 6.69286800462545 |
| 2010-10-01 | 6.65811653522060 |
| 2010-11-01 | 6.58135504022697 |
| 2010-12-01 | 6.57585980289240 |
| 2011-01-01 | 6.61028461502697 |
| 2011-02-01 | 6.56964229903806 |
| 2011-03-01 | 6.54528009026889 |
| 2011-04-01 | 6.65544330625720 |
| 2011-05-01 | 6.58262992896021 |
| 2011-06-01 | 6.56601539460975 |
| 2011-07-01 | 6.56245063290498 |
| 2011-08-01 | 6.59216397359501 |
| 2011-09-01 | 6.60367368128123 |
| 2011-10-01 | 6.57224374454794 |
| 2011-11-01 | 6.58482127886114 |
| 2011-12-01 | 6.46965483749739 |
| 2012-01-01 | 6.61596094349055 |
| 2012-02-01 | 6.76209174015861 |
| 2012-03-01 | 6.72741840405114 |
| 2012-04-01 | 6.75316583036179 |
| 2012-05-01 | 6.77561071786827 |
| 2012-06-01 | 6.86304857140575 |
| 2012-07-01 | 6.86475536844657 |
| 2012-08-01 | 6.89467431044143 |
| 2012-09-01 | 6.92000728094645 |
| 2012-10-01 | 6.98768252672101 |
| 2012-11-01 | 6.98637785832120 |
| 2012-12-01 | 7.06290143464134 |
| 2013-01-01 | 7.01847612340173 |
| 2013-02-01 | 7.05502263852978 |
| 2013-03-01 | 7.00787987575921 |
| 2013-04-01 | 6.95334313541114 |
| 2013-05-01 | 6.97541057475902 |
| 2013-06-01 | 6.86091854733352 |
| 2013-07-01 | 6.86464416225065 |
| 2013-08-01 | 6.89047103122099 |
| 2013-09-01 | 6.93590390800445 |
| 2013-10-01 | 7.00400102766178 |
| 2013-11-01 | 7.08936197699350 |
| 2013-12-01 | 7.06185055239812 |
| 2014-01-01 | 7.01732754390938 |
| 2014-02-01 | 7.04484180956498 |
| 2014-03-01 | 7.09623177143502 |
| 2014-04-01 | 7.05053697889950 |
| 2014-05-01 | 7.17870906725691 |
| 2014-06-01 | 7.25988392276618 |
| 2014-07-01 | 7.26020195484774 |
| 2014-08-01 | 7.28577957529136 |
| 2014-09-01 | 7.24491832740919 |
| 2014-10-01 | 7.21626256568359 |
| 2014-11-01 | 7.28418867382871 |
| 2014-12-01 | 7.26168847665387 |
| 2015-01-01 | 7.42068103264309 |
| 2015-02-01 | 7.44635266619578 |
| 2015-03-01 | 7.49189337409009 |
| 2015-04-01 | 7.55440118522076 |
| 2015-05-01 | 7.48750806505286 |
| 2015-06-01 | 7.45131852083566 |
| 2015-07-01 | 7.44855972681782 |
| 2015-08-01 | 7.38008247261545 |
| 2015-09-01 | 7.34324069028411 |
| 2015-10-01 | 7.32455043484133 |
| 2015-11-01 | 7.28619021714245 |
| 2015-12-01 | 7.26739305055168 |
| 2016-01-01 | 7.22291886474296 |
| 2016-02-01 | 7.24843970842661 |
| 2016-03-01 | 7.09673925975087 |
| 2016-04-01 | 6.94205312150990 |
| 2016-05-01 | 6.89478190537285 |
| 2016-06-01 | 6.85165447668235 |
| 2016-07-01 | 6.94537920694504 |
| 2016-08-01 | 6.87732920258350 |
| 2016-09-01 | 6.83189648292779 |
| 2016-10-01 | 6.82420298783623 |
| 2016-11-01 | 6.78896738498854 |
| 2016-12-01 | 6.77397223304108 |
| 2017-01-01 | 6.72440830086109 |
| 2017-02-01 | 6.74930363660909 |
| 2017-03-01 | 6.70315488925860 |
| 2017-04-01 | 6.83859477157440 |
| 2017-05-01 | 6.80374302659527 |
| 2017-06-01 | 6.84961314862938 |
| 2017-07-01 | 6.84055156728856 |
| 2017-08-01 | 6.87398667457968 |
| 2017-09-01 | 6.92361053193850 |
| 2017-10-01 | 6.91600279159250 |
| 2017-11-01 | 6.98963932408637 |
| 2017-12-01 | 6.97067751512023 |
| 2018-01-01 | 7.03475474496829 |
| 2018-02-01 | 7.05385521883069 |
| 2018-03-01 | 7.11399248252893 |
| 2018-04-01 | 7.13435967336736 |
| 2018-05-01 | 7.30823178816726 |
| 2018-06-01 | 7.25548816134174 |
| 2018-07-01 | 7.23850247037324 |
| 2018-08-01 | 7.17323733207064 |
| 2018-09-01 | 7.21818794384692 |
| 2018-10-01 | 7.20215195353707 |
| 2018-11-01 | 7.17986400431709 |
| 2018-12-01 | 7.26433237757543 |
| 2019-01-01 | 7.24562908672634 |
| 2019-02-01 | 7.25383143697630 |
| 2019-03-01 | 7.32322615592691 |
| 2019-04-01 | 7.33564627485450 |
| 2019-05-01 | 7.31361882808789 |
| 2019-06-01 | 7.26667991471235 |
| 2019-07-01 | 7.24172755104897 |
| 2019-08-01 | 7.27381523493349 |
| 2019-09-01 | 7.31751025666969 |
| 2019-10-01 | 7.18380550448118 |
| 2019-11-01 | 7.17190244954237 |
| 2019-12-01 | 7.15888815032998 |
| 2020-01-01 | 7.25402397336874 |
| 2020-02-01 | 7.24825967555135 |
| 2020-03-01 | 7.22634908648542 |
| 2020-04-01 | 6.52911944684202 |
| 2020-05-01 | 6.61560816117052 |
| 2020-06-01 | 6.78495957041183 |
| 2020-07-01 | 6.75439088215798 |
| 2020-08-01 | 6.77703111858788 |
| 2020-09-01 | 6.81844071808191 |
| 2020-10-01 | 6.86754338263473 |
| 2020-11-01 | 6.86476765246859 |
| 2020-12-01 | 6.85991845852286 |
| 2021-01-01 | 6.74912821537005 |
| 2021-02-01 | 6.73618258065216 |
| 2021-03-01 | 6.72790058783621 |
| 2021-04-01 | 6.73086385410235 |
| 2021-05-01 | 6.71886201829804 |
| 2021-06-01 | 6.70126558039428 |
| 2021-07-01 | 6.76094131679731 |
| 2021-08-01 | 6.77486735041834 |
| 2021-09-01 | 6.72043487462444 |
| 2021-10-01 | 6.85339759677477 |
| 2021-11-01 | 6.95983840106523 |
| 2021-12-01 | 7.05686224776846 |
| 2022-01-01 | 6.95127688079900 |
| 2022-02-01 | 7.03329696177393 |
| 2022-03-01 | 7.03478400222495 |
| 2022-04-01 | 7.03279391744034 |
| 2022-05-01 | 7.01539047212261 |
| 2022-06-01 | 6.91000698117723 |
| 2022-07-01 | 6.96581200905251 |
| 2022-08-01 | 6.97185611673836 |
| 2022-09-01 | 6.91827643409839 |
| 2022-10-01 | 6.94958753029802 |
| 2022-11-01 | 6.85801065946036 |
| 2022-12-01 | 6.86249122225409 |
| 2023-01-01 | 6.84860736765983 |
| 2023-02-01 | 6.83231476752840 |
| 2023-03-01 | 6.83962232909471 |
| 2023-04-01 | 6.73318408855598 |
| 2023-05-01 | 6.70714852292804 |
| 2023-06-01 | 6.70750635082180 |
| 2023-07-01 | 6.66725269086548 |
| 2023-08-01 | 6.67041989895222 |
| 2023-09-01 | 6.71409069222233 |
| 2023-10-01 | 6.75460733515521 |
| 2023-11-01 | 6.76494543527318 |
| 2023-12-01 | 6.76613240966362 |
| 2024-01-01 | 6.84724792103411 |
| 2024-02-01 | 6.83680509108093 |
| 2024-03-01 | 6.84159148593376 |
| 2024-04-01 | 6.93643976305960 |
| 2024-05-01 | 6.99761503257715 |
| 2024-06-01 | 6.90023565095298 |
| 2024-07-01 | 6.96516716040604 |
| 2024-08-01 | 6.96707280312567 |
| 2024-09-01 | 6.90835775689440 |
| 2024-10-01 | 6.86198169256059 |
| 2024-11-01 | 6.87132494735883 |
| 2024-12-01 | 6.87150944850897 |
| 2025-01-01 | 6.84265802450319 |
| 2025-02-01 | 6.84157633669944 |
| 2025-03-01 | 6.84550302750970 |
| 2025-04-01 | 6.83699730551742 |
| 2025-05-01 | 6.89095403095611 |
| 2025-06-01 | 6.89377525946195 |
| 2025-07-01 | 6.86100502615750 |
| 2025-08-01 | 6.86439127910136 |
| 2025-09-01 | 6.90468379955891 |
| 2025-10-01 | 6.86992647924934 |
| 2025-11-01 | 6.87611972114162 |