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 2026-06-01 |
| Last Updated | 2026-07-22 10:01 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 | 9.91293015271528 |
| 1990-02-01 | 9.89476914734051 |
| 1990-03-01 | 9.79123192556519 |
| 1990-04-01 | 9.82821008701575 |
| 1990-05-01 | 9.79796959825644 |
| 1990-06-01 | 9.67083881055825 |
| 1990-07-01 | 9.85292814436336 |
| 1990-08-01 | 9.89378891869445 |
| 1990-09-01 | 10.06134662380300 |
| 1990-10-01 | 10.21286396038700 |
| 1990-11-01 | 10.27968867141060 |
| 1990-12-01 | 10.30071539548360 |
| 1991-01-01 | 10.21845219757060 |
| 1991-02-01 | 10.20395479001990 |
| 1991-03-01 | 10.29784885517720 |
| 1991-04-01 | 10.34198232444060 |
| 1991-05-01 | 10.19286151832250 |
| 1991-06-01 | 10.15197428152820 |
| 1991-07-01 | 10.14382787732820 |
| 1991-08-01 | 10.18791823492890 |
| 1991-09-01 | 10.25281634390920 |
| 1991-10-01 | 10.21378278105470 |
| 1991-11-01 | 10.38829715181730 |
| 1991-12-01 | 10.21830413217590 |
| 1992-01-01 | 10.21895473375430 |
| 1992-02-01 | 10.21064024894440 |
| 1992-03-01 | 10.19643482260670 |
| 1992-04-01 | 10.15180995831170 |
| 1992-05-01 | 10.07951694412210 |
| 1992-06-01 | 10.03531518462760 |
| 1992-07-01 | 9.54214189889707 |
| 1992-08-01 | 9.39064276028403 |
| 1992-09-01 | 9.14747779165577 |
| 1992-10-01 | 9.01713065740374 |
| 1992-11-01 | 8.91045417500896 |
| 1992-12-01 | 8.95940357302058 |
| 1993-01-01 | 8.78304995783712 |
| 1993-02-01 | 8.78090266716794 |
| 1993-03-01 | 8.68543923850004 |
| 1993-04-01 | 8.64595104356129 |
| 1993-05-01 | 8.76374833951948 |
| 1993-06-01 | 8.63719479716616 |
| 1993-07-01 | 8.64927626938906 |
| 1993-08-01 | 8.69751312593774 |
| 1993-09-01 | 8.64122003074916 |
| 1993-10-01 | 8.92437343241447 |
| 1993-11-01 | 8.83638431766501 |
| 1993-12-01 | 8.79531398750068 |
| 1994-01-01 | 8.77816160643752 |
| 1994-02-01 | 8.66768084950828 |
| 1994-03-01 | 8.68703072520185 |
| 1994-04-01 | 8.53915164711153 |
| 1994-05-01 | 8.53924751591805 |
| 1994-06-01 | 8.62567308593741 |
| 1994-07-01 | 8.55725097872600 |
| 1994-08-01 | 8.50642245434831 |
| 1994-09-01 | 8.54152408502149 |
| 1994-10-01 | 8.42112734340025 |
| 1994-11-01 | 8.34713612506931 |
| 1994-12-01 | 8.32357012469565 |
| 1995-01-01 | 8.36002884710656 |
| 1995-02-01 | 8.34818107326304 |
| 1995-03-01 | 8.38438049699168 |
| 1995-04-01 | 8.42782221252205 |
| 1995-05-01 | 8.42930351131665 |
| 1995-06-01 | 8.43184117450610 |
| 1995-07-01 | 8.46894803316740 |
| 1995-08-01 | 8.41607605562765 |
| 1995-09-01 | 8.44495472800297 |
| 1995-10-01 | 8.41312953209141 |
| 1995-11-01 | 8.34637069455697 |
| 1995-12-01 | 8.33982406848677 |
| 1996-01-01 | 8.55595596593230 |
| 1996-02-01 | 8.43577750575810 |
| 1996-03-01 | 8.38127254726784 |
| 1996-04-01 | 8.51283368233866 |
| 1996-05-01 | 8.53074673054377 |
| 1996-06-01 | 8.45340259868380 |
| 1996-07-01 | 8.28403861652479 |
| 1996-08-01 | 8.32502488361092 |
| 1996-09-01 | 8.35542686008742 |
| 1996-10-01 | 8.29841744321901 |
| 1996-11-01 | 8.32877069364732 |
| 1996-12-01 | 8.34053492658170 |
| 1997-01-01 | 8.34351163060626 |
| 1997-02-01 | 8.42383000308523 |
| 1997-03-01 | 8.38143785944175 |
| 1997-04-01 | 8.20463264895219 |
| 1997-05-01 | 8.35132993173036 |
| 1997-06-01 | 8.28600411718030 |
| 1997-07-01 | 8.18677102961506 |
| 1997-08-01 | 8.21989646739461 |
| 1997-09-01 | 8.16800638904010 |
| 1997-10-01 | 8.29221360912278 |
| 1997-11-01 | 8.41265666883406 |
| 1997-12-01 | 8.42509215919017 |
| 1998-01-01 | 8.23895915966284 |
| 1998-02-01 | 8.20964941739965 |
| 1998-03-01 | 8.27946697372072 |
| 1998-04-01 | 8.30674348842841 |
| 1998-05-01 | 8.26748834380266 |
| 1998-06-01 | 8.31421480506750 |
| 1998-07-01 | 8.48416365245950 |
| 1998-08-01 | 8.50846439639015 |
| 1998-09-01 | 8.48447833988315 |
| 1998-10-01 | 8.48426338625972 |
| 1998-11-01 | 8.49511541444857 |
| 1998-12-01 | 8.39934376431938 |
| 1999-01-01 | 8.44083189733912 |
| 1999-02-01 | 8.41235498133817 |
| 1999-03-01 | 8.38045983710372 |
| 1999-04-01 | 8.41276046947396 |
| 1999-05-01 | 8.38521448530357 |
| 1999-06-01 | 8.43577104261444 |
| 1999-07-01 | 8.47595417698515 |
| 1999-08-01 | 8.49330063342025 |
| 1999-09-01 | 8.59237154808030 |
| 1999-10-01 | 8.68468641950453 |
| 1999-11-01 | 8.78976112960089 |
| 1999-12-01 | 8.78038667671241 |
| 2000-01-01 | 8.95233226522382 |
| 2000-02-01 | 8.81919215829924 |
| 2000-03-01 | 8.78592697293086 |
| 2000-04-01 | 8.71340815561146 |
| 2000-05-01 | 8.69053467384052 |
| 2000-06-01 | 8.74047894164612 |
| 2000-07-01 | 8.86485883862457 |
| 2000-08-01 | 8.78872111272795 |
| 2000-09-01 | 8.69526828282401 |
| 2000-10-01 | 8.58985306835681 |
| 2000-11-01 | 8.49249959798573 |
| 2000-12-01 | 8.57066230939981 |
| 2001-01-01 | 8.44191995309582 |
| 2001-02-01 | 8.41112539445875 |
| 2001-03-01 | 8.38490564020820 |
| 2001-04-01 | 8.30986716364250 |
| 2001-05-01 | 8.29320130260267 |
| 2001-06-01 | 8.34246207742403 |
| 2001-07-01 | 7.97492002962395 |
| 2001-08-01 | 7.90208096918433 |
| 2001-09-01 | 7.79206885979447 |
| 2001-10-01 | 7.90236635795397 |
| 2001-11-01 | 7.70564484743731 |
| 2001-12-01 | 7.67083122045808 |
| 2002-01-01 | 7.62129795838839 |
| 2002-02-01 | 7.49457757783771 |
| 2002-03-01 | 7.57225427687644 |
| 2002-04-01 | 7.60631225539252 |
| 2002-05-01 | 7.58851680797260 |
| 2002-06-01 | 7.53636081895992 |
| 2002-07-01 | 7.58911836484853 |
| 2002-08-01 | 7.62183906254475 |
| 2002-09-01 | 7.59464431220004 |
| 2002-10-01 | 7.61002935269297 |
| 2002-11-01 | 7.61349935725336 |
| 2002-12-01 | 7.57140237472818 |
| 2003-01-01 | 7.49842347214830 |
| 2003-02-01 | 7.59160005031579 |
| 2003-03-01 | 7.46588457781649 |
| 2003-04-01 | 7.60324674965682 |
| 2003-05-01 | 7.59208133646057 |
| 2003-06-01 | 7.63078147363106 |
| 2003-07-01 | 7.59842797997779 |
| 2003-08-01 | 7.53214755971537 |
| 2003-09-01 | 7.60022203676549 |
| 2003-10-01 | 7.51398493753717 |
| 2003-11-01 | 7.51969869516875 |
| 2003-12-01 | 7.37733077233455 |
| 2004-01-01 | 7.46618674344123 |
| 2004-02-01 | 7.48381083382864 |
| 2004-03-01 | 7.56131451947461 |
| 2004-04-01 | 7.40389818828838 |
| 2004-05-01 | 7.39980746223570 |
| 2004-06-01 | 7.42877572325625 |
| 2004-07-01 | 7.51299502988404 |
| 2004-08-01 | 7.54459068606221 |
| 2004-09-01 | 7.60869430849126 |
| 2004-10-01 | 7.60962653444990 |
| 2004-11-01 | 7.62018239653415 |
| 2004-12-01 | 7.68392911917070 |
| 2005-01-01 | 7.82886338599851 |
| 2005-02-01 | 7.67697449861996 |
| 2005-03-01 | 7.76307330202800 |
| 2005-04-01 | 7.71221843912649 |
| 2005-05-01 | 7.70960227853866 |
| 2005-06-01 | 7.73352264187276 |
| 2005-07-01 | 7.62505562076387 |
| 2005-08-01 | 7.54487610347457 |
| 2005-09-01 | 7.51432629773572 |
| 2005-10-01 | 7.49820378089702 |
| 2005-11-01 | 7.52014397260378 |
| 2005-12-01 | 7.48821106225911 |
| 2006-01-01 | 7.49540680304177 |
| 2006-02-01 | 7.47146580522867 |
| 2006-03-01 | 7.46223017880480 |
| 2006-04-01 | 7.52454471706643 |
| 2006-05-01 | 7.51279380060883 |
| 2006-06-01 | 7.54372530221112 |
| 2006-07-01 | 7.53778278117063 |
| 2006-08-01 | 7.64874282073810 |
| 2006-09-01 | 7.61778134112464 |
| 2006-10-01 | 7.68073927040326 |
| 2006-11-01 | 7.70940388207960 |
| 2006-12-01 | 7.78990936437422 |
| 2007-01-01 | 7.87556601478013 |
| 2007-02-01 | 7.87792238905531 |
| 2007-03-01 | 7.97469418126358 |
| 2007-04-01 | 7.83793199926117 |
| 2007-05-01 | 7.81152486041723 |
| 2007-06-01 | 7.75517388833699 |
| 2007-07-01 | 7.84284857258865 |
| 2007-08-01 | 7.84958844105708 |
| 2007-09-01 | 7.81363935050270 |
| 2007-10-01 | 7.86162012293562 |
| 2007-11-01 | 7.79782023611387 |
| 2007-12-01 | 7.79056020249818 |
| 2008-01-01 | 7.87054853403094 |
| 2008-02-01 | 7.88241473868709 |
| 2008-03-01 | 7.88091117253505 |
| 2008-04-01 | 7.95056595225824 |
| 2008-05-01 | 8.00812362104545 |
| 2008-06-01 | 7.96316020692545 |
| 2008-07-01 | 7.94370449154454 |
| 2008-08-01 | 7.95755749604138 |
| 2008-09-01 | 7.90113473729862 |
| 2008-10-01 | 7.84874007137031 |
| 2008-11-01 | 7.78616495212796 |
| 2008-12-01 | 7.69062425182270 |
| 2009-01-01 | 7.58035923399155 |
| 2009-02-01 | 7.48218618085047 |
| 2009-03-01 | 7.37740151274627 |
| 2009-04-01 | 7.15302023702781 |
| 2009-05-01 | 7.10071873120709 |
| 2009-06-01 | 7.16963620143809 |
| 2009-07-01 | 7.15041825488521 |
| 2009-08-01 | 7.07107388954300 |
| 2009-09-01 | 7.09212397366004 |
| 2009-10-01 | 7.05066170937695 |
| 2009-11-01 | 7.08462579177658 |
| 2009-12-01 | 7.18468327635951 |
| 2010-01-01 | 6.89488237542872 |
| 2010-02-01 | 6.87534168610503 |
| 2010-03-01 | 6.86302077592775 |
| 2010-04-01 | 6.65372482608645 |
| 2010-05-01 | 6.79160183140386 |
| 2010-06-01 | 6.77105060473242 |
| 2010-07-01 | 6.75681507966305 |
| 2010-08-01 | 6.68521482881325 |
| 2010-09-01 | 6.69286845770091 |
| 2010-10-01 | 6.65811803824635 |
| 2010-11-01 | 6.58135828440480 |
| 2010-12-01 | 6.57586229206730 |
| 2011-01-01 | 6.61028647761280 |
| 2011-02-01 | 6.56964328752830 |
| 2011-03-01 | 6.54528008398703 |
| 2011-04-01 | 6.65543053348546 |
| 2011-05-01 | 6.58262883624753 |
| 2011-06-01 | 6.56601437839604 |
| 2011-07-01 | 6.56245009975251 |
| 2011-08-01 | 6.59216422061669 |
| 2011-09-01 | 6.60367481536605 |
| 2011-10-01 | 6.57224800716118 |
| 2011-11-01 | 6.58482864757085 |
| 2011-12-01 | 6.46966095949854 |
| 2012-01-01 | 6.61596587480888 |
| 2012-02-01 | 6.76209495628772 |
| 2012-03-01 | 6.72741958230941 |
| 2012-04-01 | 6.75312619268638 |
| 2012-05-01 | 6.77560987897117 |
| 2012-06-01 | 6.86304827500381 |
| 2012-07-01 | 6.86475668494880 |
| 2012-08-01 | 6.89467778142524 |
| 2012-09-01 | 6.92001268669443 |
| 2012-10-01 | 6.98769361920934 |
| 2012-11-01 | 6.98639285566789 |
| 2012-12-01 | 7.06291250271352 |
| 2013-01-01 | 7.01848205593017 |
| 2013-02-01 | 7.05502565965558 |
| 2013-03-01 | 7.00787891695198 |
| 2013-04-01 | 6.95325822744144 |
| 2013-05-01 | 6.97541272732208 |
| 2013-06-01 | 6.86092441156586 |
| 2013-07-01 | 6.86465880013458 |
| 2013-08-01 | 6.89048274972761 |
| 2013-09-01 | 6.93591533334924 |
| 2013-10-01 | 7.00401850463859 |
| 2013-11-01 | 7.08938262514212 |
| 2013-12-01 | 7.06186270399686 |
| 2014-01-01 | 7.01733240213026 |
| 2014-02-01 | 7.04484782418229 |
| 2014-03-01 | 7.09624562336546 |
| 2014-04-01 | 7.05032356415533 |
| 2014-05-01 | 7.17873776713363 |
| 2014-06-01 | 7.25992063790713 |
| 2014-07-01 | 7.26025123299972 |
| 2014-08-01 | 7.28581425915007 |
| 2014-09-01 | 7.24494538990933 |
| 2014-10-01 | 7.21628943486099 |
| 2014-11-01 | 7.28421653864918 |
| 2014-12-01 | 7.26169495790254 |
| 2015-01-01 | 7.42066667843138 |
| 2015-02-01 | 7.44633861948816 |
| 2015-03-01 | 7.49188558298341 |
| 2015-04-01 | 7.55399777220539 |
| 2015-05-01 | 7.48747347633789 |
| 2015-06-01 | 7.45170606853978 |
| 2015-07-01 | 7.44858847015035 |
| 2015-08-01 | 7.38010375793323 |
| 2015-09-01 | 7.34326575307761 |
| 2015-10-01 | 7.32458034725573 |
| 2015-11-01 | 7.28621614382934 |
| 2015-12-01 | 7.26738866711557 |
| 2016-01-01 | 7.22288209522606 |
| 2016-02-01 | 7.24839452184708 |
| 2016-03-01 | 7.09669269262398 |
| 2016-04-01 | 6.94152938256548 |
| 2016-05-01 | 6.89467521152037 |
| 2016-06-01 | 6.85232187595143 |
| 2016-07-01 | 6.94537230432211 |
| 2016-08-01 | 6.87732660651843 |
| 2016-09-01 | 6.83209314714501 |
| 2016-10-01 | 6.82421811195800 |
| 2016-11-01 | 6.78897597881828 |
| 2016-12-01 | 6.77394009056102 |
| 2017-01-01 | 6.72432825248542 |
| 2017-02-01 | 6.74919810939199 |
| 2017-03-01 | 6.70301673229515 |
| 2017-04-01 | 6.83787235867249 |
| 2017-05-01 | 6.80351628239214 |
| 2017-06-01 | 6.85076297459731 |
| 2017-07-01 | 6.84048613473661 |
| 2017-08-01 | 6.87396774484420 |
| 2017-09-01 | 6.92401928861163 |
| 2017-10-01 | 6.91604537844428 |
| 2017-11-01 | 6.98964999690669 |
| 2017-12-01 | 6.97061136761057 |
| 2018-01-01 | 7.03460367073428 |
| 2018-02-01 | 7.05365034798594 |
| 2018-03-01 | 7.11371680948745 |
| 2018-04-01 | 7.13339202034760 |
| 2018-05-01 | 7.30789083689751 |
| 2018-06-01 | 7.25684306982361 |
| 2018-07-01 | 7.23833042482779 |
| 2018-08-01 | 7.17310924642113 |
| 2018-09-01 | 7.21985229216785 |
| 2018-10-01 | 7.20209771029638 |
| 2018-11-01 | 7.18012147995838 |
| 2018-12-01 | 7.26376933922389 |
| 2019-01-01 | 7.24519033186573 |
| 2019-02-01 | 7.25323463673171 |
| 2019-03-01 | 7.32250201078430 |
| 2019-04-01 | 7.33431456764370 |
| 2019-05-01 | 7.31312904625492 |
| 2019-06-01 | 7.26877002314754 |
| 2019-07-01 | 7.24181898143829 |
| 2019-08-01 | 7.27403602357331 |
| 2019-09-01 | 7.32067101316306 |
| 2019-10-01 | 7.18384808520525 |
| 2019-11-01 | 7.17224555582323 |
| 2019-12-01 | 7.15742714006125 |
| 2020-01-01 | 7.25278177326214 |
| 2020-02-01 | 7.24685304687235 |
| 2020-03-01 | 7.22332220467307 |
| 2020-04-01 | 6.52795703220610 |
| 2020-05-01 | 6.61565033674585 |
| 2020-06-01 | 6.78797622870551 |
| 2020-07-01 | 6.75583422598547 |
| 2020-08-01 | 6.77866610310656 |
| 2020-09-01 | 6.82359455172244 |
| 2020-10-01 | 6.86797466068195 |
| 2020-11-01 | 6.86486209101406 |
| 2020-12-01 | 6.85680854416927 |
| 2021-01-01 | 6.74584281780511 |
| 2021-02-01 | 6.73223854968028 |
| 2021-03-01 | 6.72060436491965 |
| 2021-04-01 | 6.73163006922047 |
| 2021-05-01 | 6.71854219843374 |
| 2021-06-01 | 6.70520878762028 |
| 2021-07-01 | 6.76687994705079 |
| 2021-08-01 | 6.78143891433576 |
| 2021-09-01 | 6.73055999739810 |
| 2021-10-01 | 6.85255970601508 |
| 2021-11-01 | 6.95800907058773 |
| 2021-12-01 | 7.05053595353320 |
| 2022-01-01 | 6.94311169435815 |
| 2022-02-01 | 7.02230643644137 |
| 2022-03-01 | 7.02328182574247 |
| 2022-04-01 | 7.03466580773850 |
| 2022-05-01 | 7.01729839154912 |
| 2022-06-01 | 6.91701115891639 |
| 2022-07-01 | 6.97818086247887 |
| 2022-08-01 | 6.98462535320535 |
| 2022-09-01 | 6.93453287916746 |
| 2022-10-01 | 6.94753750152840 |
| 2022-11-01 | 6.85441633016083 |
| 2022-12-01 | 6.85462177645493 |
| 2023-01-01 | 6.83267575222874 |
| 2023-02-01 | 6.81180039103192 |
| 2023-03-01 | 6.82476160673328 |
| 2023-04-01 | 6.73396480858503 |
| 2023-05-01 | 6.71212354514971 |
| 2023-06-01 | 6.71937423013573 |
| 2023-07-01 | 6.68633941550403 |
| 2023-08-01 | 6.68910921677007 |
| 2023-09-01 | 6.73497689581938 |
| 2023-10-01 | 6.75184999125490 |
| 2023-11-01 | 6.75920982735948 |
| 2023-12-01 | 6.75634454125853 |
| 2024-01-01 | 6.82342625010428 |
| 2024-02-01 | 6.80738137894048 |
| 2024-03-01 | 6.82399219345060 |
| 2024-04-01 | 6.93404655464204 |
| 2024-05-01 | 6.90748613410739 |
| 2024-06-01 | 6.81731563276088 |
| 2024-07-01 | 6.89145810630274 |
| 2024-08-01 | 6.89155960742066 |
| 2024-09-01 | 6.83221966338695 |
| 2024-10-01 | 6.76050236788076 |
| 2024-11-01 | 6.86435173963037 |
| 2024-12-01 | 6.86104273206696 |
| 2025-01-01 | 6.81189737428613 |
| 2025-02-01 | 6.80567856093035 |
| 2025-03-01 | 6.72531344147207 |
| 2025-04-01 | 6.73135591523511 |
| 2025-05-01 | 6.80283439042482 |
| 2025-06-01 | 6.71378296693628 |
| 2025-07-01 | 6.69228647131605 |
| 2025-08-01 | 6.69283173511149 |
| 2025-09-01 | 6.73091974575776 |
| 2025-10-01 | 6.66882187454904 |
| 2025-11-01 | 6.66860072333016 |
| 2025-12-01 | 6.66196707073387 |
| 2026-01-01 | 6.70702749486345 |
| 2026-02-01 | 6.70666164593155 |
| 2026-03-01 | 6.72785905173772 |
| 2026-04-01 | 6.72997971094006 |
| 2026-05-01 | 6.70041175109340 |
| 2026-06-01 | 6.71081170440968 |