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 2026-07-01 |
| Last Updated | 2026-08-21 6:49 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 | 9.91293068818766 |
| 1990-02-01 | 9.89476513699834 |
| 1990-03-01 | 9.79122409154555 |
| 1990-04-01 | 9.82821264079470 |
| 1990-05-01 | 9.79795718628314 |
| 1990-06-01 | 9.67080288221622 |
| 1990-07-01 | 9.85289463058991 |
| 1990-08-01 | 9.89381849286983 |
| 1990-09-01 | 10.06136725404750 |
| 1990-10-01 | 10.21288023585520 |
| 1990-11-01 | 10.27969780434830 |
| 1990-12-01 | 10.30073418841290 |
| 1991-01-01 | 10.21845207450470 |
| 1991-02-01 | 10.20395013398230 |
| 1991-03-01 | 10.29784037551210 |
| 1991-04-01 | 10.34198333840600 |
| 1991-05-01 | 10.19284975171600 |
| 1991-06-01 | 10.15194004123780 |
| 1991-07-01 | 10.14379708373530 |
| 1991-08-01 | 10.18794544927890 |
| 1991-09-01 | 10.25283517826390 |
| 1991-10-01 | 10.21379832643340 |
| 1991-11-01 | 10.38830659057870 |
| 1991-12-01 | 10.21832131587980 |
| 1992-01-01 | 10.21895431251730 |
| 1992-02-01 | 10.21063547626760 |
| 1992-03-01 | 10.19642637611620 |
| 1992-04-01 | 10.15180938090660 |
| 1992-05-01 | 10.07950647292070 |
| 1992-06-01 | 10.03528881640880 |
| 1992-07-01 | 9.54211603000183 |
| 1992-08-01 | 9.39066393301625 |
| 1992-09-01 | 9.14749174428882 |
| 1992-10-01 | 9.01714273530938 |
| 1992-11-01 | 8.91046152233975 |
| 1992-12-01 | 8.95941681037344 |
| 1993-01-01 | 8.78304980096980 |
| 1993-02-01 | 8.78089933717050 |
| 1993-03-01 | 8.68543330143056 |
| 1993-04-01 | 8.64594865198026 |
| 1993-05-01 | 8.76374082060672 |
| 1993-06-01 | 8.63717850326830 |
| 1993-07-01 | 8.64925462979747 |
| 1993-08-01 | 8.69753044052196 |
| 1993-09-01 | 8.64123107577913 |
| 1993-10-01 | 8.92438300475277 |
| 1993-11-01 | 8.83638997017943 |
| 1993-12-01 | 8.79532491247183 |
| 1994-01-01 | 8.77816082844409 |
| 1994-02-01 | 8.66767776952223 |
| 1994-03-01 | 8.68702592379292 |
| 1994-04-01 | 8.53914787023279 |
| 1994-05-01 | 8.53924265583271 |
| 1994-06-01 | 8.62566401843934 |
| 1994-07-01 | 8.55723615463868 |
| 1994-08-01 | 8.50643359527216 |
| 1994-09-01 | 8.54153089003595 |
| 1994-10-01 | 8.42113356387082 |
| 1994-11-01 | 8.34714015900859 |
| 1994-12-01 | 8.32357726668232 |
| 1995-01-01 | 8.36002824268509 |
| 1995-02-01 | 8.34817908654096 |
| 1995-03-01 | 8.38437771267763 |
| 1995-04-01 | 8.42781790371423 |
| 1995-05-01 | 8.42930098513058 |
| 1995-06-01 | 8.43183662284220 |
| 1995-07-01 | 8.46894047727911 |
| 1995-08-01 | 8.41608189659574 |
| 1995-09-01 | 8.44495825038476 |
| 1995-10-01 | 8.41313307627951 |
| 1995-11-01 | 8.34637338828281 |
| 1995-12-01 | 8.33982795308125 |
| 1996-01-01 | 8.55595542539473 |
| 1996-02-01 | 8.43577613183019 |
| 1996-03-01 | 8.38127091950472 |
| 1996-04-01 | 8.51283058874516 |
| 1996-05-01 | 8.53074552298659 |
| 1996-06-01 | 8.45340141205658 |
| 1996-07-01 | 8.28403783325488 |
| 1996-08-01 | 8.32502546988641 |
| 1996-09-01 | 8.35542750386945 |
| 1996-10-01 | 8.29841889282830 |
| 1996-11-01 | 8.32877236537988 |
| 1996-12-01 | 8.34053609208573 |
| 1997-01-01 | 8.34351176402601 |
| 1997-02-01 | 8.42382978231363 |
| 1997-03-01 | 8.38143750057553 |
| 1997-04-01 | 8.20463102341487 |
| 1997-05-01 | 8.35132908233743 |
| 1997-06-01 | 8.28600391781471 |
| 1997-07-01 | 8.18677061979017 |
| 1997-08-01 | 8.21989675391784 |
| 1997-09-01 | 8.16800688425317 |
| 1997-10-01 | 8.29221407490513 |
| 1997-11-01 | 8.41265728088412 |
| 1997-12-01 | 8.42509261796902 |
| 1998-01-01 | 8.23895915380499 |
| 1998-02-01 | 8.20964937632646 |
| 1998-03-01 | 8.27946703348995 |
| 1998-04-01 | 8.30674235598527 |
| 1998-05-01 | 8.26748812676212 |
| 1998-06-01 | 8.31421489242552 |
| 1998-07-01 | 8.48416347985550 |
| 1998-08-01 | 8.50846456207233 |
| 1998-09-01 | 8.48447856816680 |
| 1998-10-01 | 8.48426349870029 |
| 1998-11-01 | 8.49511569616139 |
| 1998-12-01 | 8.39934399202855 |
| 1999-01-01 | 8.44083187988913 |
| 1999-02-01 | 8.41235498000827 |
| 1999-03-01 | 8.38045992241171 |
| 1999-04-01 | 8.41275974105246 |
| 1999-05-01 | 8.38521441086471 |
| 1999-06-01 | 8.43577106631383 |
| 1999-07-01 | 8.47595411175192 |
| 1999-08-01 | 8.49330073790406 |
| 1999-09-01 | 8.59237170584194 |
| 1999-10-01 | 8.68468649844212 |
| 1999-11-01 | 8.78976132409188 |
| 1999-12-01 | 8.78038680550879 |
| 2000-01-01 | 8.95233226133649 |
| 2000-02-01 | 8.81919211107351 |
| 2000-03-01 | 8.78592696732371 |
| 2000-04-01 | 8.71340772907430 |
| 2000-05-01 | 8.69053468309428 |
| 2000-06-01 | 8.74047890282639 |
| 2000-07-01 | 8.86485888113354 |
| 2000-08-01 | 8.78872115999720 |
| 2000-09-01 | 8.69526836477938 |
| 2000-10-01 | 8.58985311107826 |
| 2000-11-01 | 8.49249969967503 |
| 2000-12-01 | 8.57066236142590 |
| 2001-01-01 | 8.44191992232078 |
| 2001-02-01 | 8.41112535517827 |
| 2001-03-01 | 8.38490559080175 |
| 2001-04-01 | 8.30986711595527 |
| 2001-05-01 | 8.29320126974400 |
| 2001-06-01 | 8.34246203398366 |
| 2001-07-01 | 7.97492004374613 |
| 2001-08-01 | 7.90208099187978 |
| 2001-09-01 | 7.79206888711837 |
| 2001-10-01 | 7.90236638602244 |
| 2001-11-01 | 7.70564488497900 |
| 2001-12-01 | 7.67083122617638 |
| 2002-01-01 | 7.62129794697509 |
| 2002-02-01 | 7.49457756582229 |
| 2002-03-01 | 7.57225426055592 |
| 2002-04-01 | 7.60631224020203 |
| 2002-05-01 | 7.58851679818451 |
| 2002-06-01 | 7.53636081075356 |
| 2002-07-01 | 7.58911836980806 |
| 2002-08-01 | 7.62183906794079 |
| 2002-09-01 | 7.59464431852120 |
| 2002-10-01 | 7.61002936087034 |
| 2002-11-01 | 7.61349937358503 |
| 2002-12-01 | 7.57140237388131 |
| 2003-01-01 | 7.49842346551714 |
| 2003-02-01 | 7.59160004639379 |
| 2003-03-01 | 7.46588457366130 |
| 2003-04-01 | 7.60324674694768 |
| 2003-05-01 | 7.59208133543747 |
| 2003-06-01 | 7.63078147052123 |
| 2003-07-01 | 7.59842798175908 |
| 2003-08-01 | 7.53214756001691 |
| 2003-09-01 | 7.60022203709330 |
| 2003-10-01 | 7.51398493996471 |
| 2003-11-01 | 7.51969870214259 |
| 2003-12-01 | 7.37733077158602 |
| 2004-01-01 | 7.46618674148287 |
| 2004-02-01 | 7.48381083237023 |
| 2004-03-01 | 7.56131451759784 |
| 2004-04-01 | 7.40389818758679 |
| 2004-05-01 | 7.39980746209445 |
| 2004-06-01 | 7.42877572213390 |
| 2004-07-01 | 7.51299503028700 |
| 2004-08-01 | 7.54459068654736 |
| 2004-09-01 | 7.60869430906221 |
| 2004-10-01 | 7.60962653621863 |
| 2004-11-01 | 7.62018239704593 |
| 2004-12-01 | 7.68392911948084 |
| 2005-01-01 | 7.82886338536555 |
| 2005-02-01 | 7.67697449820157 |
| 2005-03-01 | 7.76307330104377 |
| 2005-04-01 | 7.71221843881961 |
| 2005-05-01 | 7.70960227843375 |
| 2005-06-01 | 7.73352264178665 |
| 2005-07-01 | 7.62505562095314 |
| 2005-08-01 | 7.54487610372825 |
| 2005-09-01 | 7.51432629801240 |
| 2005-10-01 | 7.49820378111656 |
| 2005-11-01 | 7.52014397272771 |
| 2005-12-01 | 7.48821106229771 |
| 2006-01-01 | 7.49540680269693 |
| 2006-02-01 | 7.47146580519914 |
| 2006-03-01 | 7.46223017852326 |
| 2006-04-01 | 7.52454471721288 |
| 2006-05-01 | 7.51279380086714 |
| 2006-06-01 | 7.54372530225993 |
| 2006-07-01 | 7.53778278136754 |
| 2006-08-01 | 7.64874282081637 |
| 2006-09-01 | 7.61778134107284 |
| 2006-10-01 | 7.68073927013150 |
| 2006-11-01 | 7.70940388131510 |
| 2006-12-01 | 7.78990936385778 |
| 2007-01-01 | 7.87556601510692 |
| 2007-02-01 | 7.87792238908372 |
| 2007-03-01 | 7.97469418160023 |
| 2007-04-01 | 7.83793200013040 |
| 2007-05-01 | 7.81152486110206 |
| 2007-06-01 | 7.75517388856977 |
| 2007-07-01 | 7.84284857273105 |
| 2007-08-01 | 7.84958844092885 |
| 2007-09-01 | 7.81363935022789 |
| 2007-10-01 | 7.86162012224754 |
| 2007-11-01 | 7.79782023438230 |
| 2007-12-01 | 7.79056020118648 |
| 2008-01-01 | 7.87054853400513 |
| 2008-02-01 | 7.88241473745233 |
| 2008-03-01 | 7.88091117149860 |
| 2008-04-01 | 7.95056596085502 |
| 2008-05-01 | 8.00812362133272 |
| 2008-06-01 | 7.96316020751347 |
| 2008-07-01 | 7.94370449238950 |
| 2008-08-01 | 7.95755749630447 |
| 2008-09-01 | 7.90113473637365 |
| 2008-10-01 | 7.84874006825039 |
| 2008-11-01 | 7.78616494613423 |
| 2008-12-01 | 7.69062424738408 |
| 2009-01-01 | 7.58035923148326 |
| 2009-02-01 | 7.48218617884226 |
| 2009-03-01 | 7.37740151288521 |
| 2009-04-01 | 7.15302025554918 |
| 2009-05-01 | 7.10071873563655 |
| 2009-06-01 | 7.16963620647160 |
| 2009-07-01 | 7.15041825869880 |
| 2009-08-01 | 7.07107388992100 |
| 2009-09-01 | 7.09212396920439 |
| 2009-10-01 | 7.05066169756391 |
| 2009-11-01 | 7.08462577353633 |
| 2009-12-01 | 7.18468326085060 |
| 2010-01-01 | 6.89488236689843 |
| 2010-02-01 | 6.87534168671025 |
| 2010-03-01 | 6.86302078622843 |
| 2010-04-01 | 6.65372486448414 |
| 2010-05-01 | 6.79160185055660 |
| 2010-06-01 | 6.77105062035139 |
| 2010-07-01 | 6.75681508678869 |
| 2010-08-01 | 6.68521482592707 |
| 2010-09-01 | 6.69286844688362 |
| 2010-10-01 | 6.65811801456917 |
| 2010-11-01 | 6.58135821415231 |
| 2010-12-01 | 6.57586226577106 |
| 2011-01-01 | 6.61028646062701 |
| 2011-02-01 | 6.56964328336663 |
| 2011-03-01 | 6.54528009055238 |
| 2011-04-01 | 6.65543072784997 |
| 2011-05-01 | 6.58262885133147 |
| 2011-06-01 | 6.56601438718315 |
| 2011-07-01 | 6.56245009733411 |
| 2011-08-01 | 6.59216420491722 |
| 2011-09-01 | 6.60367478864486 |
| 2011-10-01 | 6.57224793429080 |
| 2011-11-01 | 6.58482850173697 |
| 2011-12-01 | 6.46966093153430 |
| 2012-01-01 | 6.61596582885474 |
| 2012-02-01 | 6.76209492917541 |
| 2012-03-01 | 6.72741956831266 |
| 2012-04-01 | 6.75312681425074 |
| 2012-05-01 | 6.77560986299470 |
| 2012-06-01 | 6.86304824037521 |
| 2012-07-01 | 6.86475662235604 |
| 2012-08-01 | 6.89467768268666 |
| 2012-09-01 | 6.92001256028610 |
| 2012-10-01 | 6.98769342249820 |
| 2012-11-01 | 6.98639258702568 |
| 2012-12-01 | 7.06291249198589 |
| 2013-01-01 | 7.01848207397096 |
| 2013-02-01 | 7.05502593580395 |
| 2013-03-01 | 7.00787901286337 |
| 2013-04-01 | 6.95325913972199 |
| 2013-05-01 | 6.97541267832818 |
| 2013-06-01 | 6.86092427006171 |
| 2013-07-01 | 6.86465825982145 |
| 2013-08-01 | 6.89048250703774 |
| 2013-09-01 | 6.93591512174861 |
| 2013-10-01 | 7.00401825144096 |
| 2013-11-01 | 7.08938237394573 |
| 2013-12-01 | 7.06186287364103 |
| 2014-01-01 | 7.01733261771482 |
| 2014-02-01 | 7.04484840864295 |
| 2014-03-01 | 7.09624562655411 |
| 2014-04-01 | 7.05032581308927 |
| 2014-05-01 | 7.17873720498270 |
| 2014-06-01 | 7.25991995983278 |
| 2014-07-01 | 7.26024988617417 |
| 2014-08-01 | 7.28581368920480 |
| 2014-09-01 | 7.24494491827710 |
| 2014-10-01 | 7.21628882607529 |
| 2014-11-01 | 7.28421584536288 |
| 2014-12-01 | 7.26169517416997 |
| 2015-01-01 | 7.42066765596031 |
| 2015-02-01 | 7.44634065101508 |
| 2015-03-01 | 7.49188713227581 |
| 2015-04-01 | 7.55400328107354 |
| 2015-05-01 | 7.48747392429014 |
| 2015-06-01 | 7.45169700931750 |
| 2015-07-01 | 7.44858739109652 |
| 2015-08-01 | 7.38010334664303 |
| 2015-09-01 | 7.34326508039130 |
| 2015-10-01 | 7.32457911149608 |
| 2015-11-01 | 7.28621487989936 |
| 2015-12-01 | 7.26738912758714 |
| 2016-01-01 | 7.22288472473741 |
| 2016-02-01 | 7.24839949462055 |
| 2016-03-01 | 7.09669733385726 |
| 2016-04-01 | 6.94153810705356 |
| 2016-05-01 | 6.89467586209972 |
| 2016-06-01 | 6.85230359689478 |
| 2016-07-01 | 6.94536873159318 |
| 2016-08-01 | 6.87732352173188 |
| 2016-09-01 | 6.83209550951565 |
| 2016-10-01 | 6.82421589957150 |
| 2016-11-01 | 6.78897415113580 |
| 2016-12-01 | 6.77394193351334 |
| 2017-01-01 | 6.72433312662196 |
| 2017-02-01 | 6.74920421308790 |
| 2017-03-01 | 6.70302101239673 |
| 2017-04-01 | 6.83792029613508 |
| 2017-05-01 | 6.80350866802922 |
| 2017-06-01 | 6.85070072454028 |
| 2017-07-01 | 6.84047695532724 |
| 2017-08-01 | 6.87396186713303 |
| 2017-09-01 | 6.92402708613712 |
| 2017-10-01 | 6.91604752571276 |
| 2017-11-01 | 6.98965500967207 |
| 2017-12-01 | 6.97062159645156 |
| 2018-01-01 | 7.03461656291332 |
| 2018-02-01 | 7.05366181806125 |
| 2018-03-01 | 7.11372120773548 |
| 2018-04-01 | 7.13347900220183 |
| 2018-05-01 | 7.30786574080654 |
| 2018-06-01 | 7.25672640143742 |
| 2018-07-01 | 7.23829831561588 |
| 2018-08-01 | 7.17308124121119 |
| 2018-09-01 | 7.21988400115056 |
| 2018-10-01 | 7.20208319225170 |
| 2018-11-01 | 7.18016214136682 |
| 2018-12-01 | 7.26382145380030 |
| 2019-01-01 | 7.24521332109051 |
| 2019-02-01 | 7.25325840765991 |
| 2019-03-01 | 7.32251812660100 |
| 2019-04-01 | 7.33445490911265 |
| 2019-05-01 | 7.31310207169076 |
| 2019-06-01 | 7.26845329980584 |
| 2019-07-01 | 7.24177888065407 |
| 2019-08-01 | 7.27399769136193 |
| 2019-09-01 | 7.32073467259805 |
| 2019-10-01 | 7.18383324001851 |
| 2019-11-01 | 7.17234349363940 |
| 2019-12-01 | 7.15754549882184 |
| 2020-01-01 | 7.25284450663853 |
| 2020-02-01 | 7.24691981981449 |
| 2020-03-01 | 7.22332072627947 |
| 2020-04-01 | 6.52808391966339 |
| 2020-05-01 | 6.61560485829985 |
| 2020-06-01 | 6.78749625421456 |
| 2020-07-01 | 6.75575912456550 |
| 2020-08-01 | 6.77860730091984 |
| 2020-09-01 | 6.82369078685495 |
| 2020-10-01 | 6.86798129452070 |
| 2020-11-01 | 6.86503064296277 |
| 2020-12-01 | 6.85701622050144 |
| 2021-01-01 | 6.74596890310458 |
| 2021-02-01 | 6.73235317490882 |
| 2021-03-01 | 6.72061072140536 |
| 2021-04-01 | 6.73186349240396 |
| 2021-05-01 | 6.71858576848934 |
| 2021-06-01 | 6.70378929154085 |
| 2021-07-01 | 6.76693017903753 |
| 2021-08-01 | 6.78150869366162 |
| 2021-09-01 | 6.73078013753675 |
| 2021-10-01 | 6.85268546974605 |
| 2021-11-01 | 6.95833695536284 |
| 2021-12-01 | 7.05090305303357 |
| 2022-01-01 | 6.94335400499967 |
| 2022-02-01 | 7.02247102810286 |
| 2022-03-01 | 7.02320343363636 |
| 2022-04-01 | 7.03483610120893 |
| 2022-05-01 | 7.01727538652272 |
| 2022-06-01 | 6.91463738246924 |
| 2022-07-01 | 6.97830234788813 |
| 2022-08-01 | 6.98483728096359 |
| 2022-09-01 | 6.93495561946525 |
| 2022-10-01 | 6.94789149533166 |
| 2022-11-01 | 6.85502436734512 |
| 2022-12-01 | 6.85528051413982 |
| 2023-01-01 | 6.83315018719010 |
| 2023-02-01 | 6.81204298589229 |
| 2023-03-01 | 6.82457681481465 |
| 2023-04-01 | 6.73382142714724 |
| 2023-05-01 | 6.71156510404971 |
| 2023-06-01 | 6.71541578789147 |
| 2023-07-01 | 6.68717117806380 |
| 2023-08-01 | 6.68981614414241 |
| 2023-09-01 | 6.73571771550199 |
| 2023-10-01 | 6.75251365940810 |
| 2023-11-01 | 6.76013624703092 |
| 2023-12-01 | 6.75729810840457 |
| 2024-01-01 | 6.82412417353005 |
| 2024-02-01 | 6.80767154305170 |
| 2024-03-01 | 6.82357830971992 |
| 2024-04-01 | 6.93338124755264 |
| 2024-05-01 | 6.90621685545703 |
| 2024-06-01 | 6.81258595940789 |
| 2024-07-01 | 6.89223135404551 |
| 2024-08-01 | 6.89282224658529 |
| 2024-09-01 | 6.83331387278459 |
| 2024-10-01 | 6.76150809867562 |
| 2024-11-01 | 6.86562738537033 |
| 2024-12-01 | 6.86235853395889 |
| 2025-01-01 | 6.81285726324255 |
| 2025-02-01 | 6.80603122585439 |
| 2025-03-01 | 6.72476247356688 |
| 2025-04-01 | 6.73031225301946 |
| 2025-05-01 | 6.80095481584919 |
| 2025-06-01 | 6.70814805695576 |
| 2025-07-01 | 6.69282926161182 |
| 2025-08-01 | 6.69473035299229 |
| 2025-09-01 | 6.73237827436244 |
| 2025-10-01 | 6.67012574607815 |
| 2025-11-01 | 6.67012053436278 |
| 2025-12-01 | 6.66349884628352 |
| 2026-01-01 | 6.70811179752212 |
| 2026-02-01 | 6.70697549775044 |
| 2026-03-01 | 6.72711674734264 |
| 2026-04-01 | 6.72856652879534 |
| 2026-05-01 | 6.69816596887036 |
| 2026-06-01 | 6.70533901878086 |
| 2026-07-01 | 6.69108021635402 |