Table Data - All Employees: Wholesale Trade in Richmond, VA (MSA)
| Title | All Employees: Wholesale Trade in Richmond, VA (MSA) |
|---|---|
| Series ID | SMU51400604100000001SA |
| 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 2024-12-01 |
| Last Updated | 2025-01-29 6:44 AM 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 | 22.847879825422503 |
| 1990-02-01 | 22.847203680251997 |
| 1990-03-01 | 22.737157360569896 |
| 1990-04-01 | 22.607106192913800 |
| 1990-05-01 | 22.514563542551603 |
| 1990-06-01 | 22.486439579162397 |
| 1990-07-01 | 22.842752847027803 |
| 1990-08-01 | 22.760724238167200 |
| 1990-09-01 | 22.766527095533300 |
| 1990-10-01 | 22.793755979570197 |
| 1990-11-01 | 22.970021316107697 |
| 1990-12-01 | 22.720690994611200 |
| 1991-01-01 | 22.349191128038200 |
| 1991-02-01 | 22.448072943197303 |
| 1991-03-01 | 22.442179950526800 |
| 1991-04-01 | 22.210432023746100 |
| 1991-05-01 | 22.122269042207602 |
| 1991-06-01 | 21.980231660949300 |
| 1991-07-01 | 21.740952197855800 |
| 1991-08-01 | 21.660216151597200 |
| 1991-09-01 | 21.555307812199500 |
| 1991-10-01 | 21.487814268778000 |
| 1991-11-01 | 21.467809413366602 |
| 1991-12-01 | 21.527331286873900 |
| 1992-01-01 | 21.650934447706398 |
| 1992-02-01 | 21.656568527183300 |
| 1992-03-01 | 21.548773290817800 |
| 1992-04-01 | 21.815661962625900 |
| 1992-05-01 | 21.928087324407898 |
| 1992-06-01 | 21.971231250364800 |
| 1992-07-01 | 22.035434978100700 |
| 1992-08-01 | 22.057202217428300 |
| 1992-09-01 | 21.834682383896700 |
| 1992-10-01 | 22.181963871642500 |
| 1992-11-01 | 22.271690508500800 |
| 1992-12-01 | 22.241143552896600 |
| 1993-01-01 | 22.259041054986000 |
| 1993-02-01 | 22.366314374872303 |
| 1993-03-01 | 22.255150395783400 |
| 1993-04-01 | 22.514082853854298 |
| 1993-05-01 | 22.427792632967200 |
| 1993-06-01 | 22.263537893067397 |
| 1993-07-01 | 22.528238551699700 |
| 1993-08-01 | 22.551500329500197 |
| 1993-09-01 | 22.512974524449703 |
| 1993-10-01 | 22.486372563830300 |
| 1993-11-01 | 22.371009388558303 |
| 1993-12-01 | 22.463250307184897 |
| 1994-01-01 | 22.372634609232602 |
| 1994-02-01 | 22.272511536463000 |
| 1994-03-01 | 22.262564706776000 |
| 1994-04-01 | 22.099654490609500 |
| 1994-05-01 | 22.118604742950698 |
| 1994-06-01 | 22.265488288400697 |
| 1994-07-01 | 22.217275878388300 |
| 1994-08-01 | 22.235456226499600 |
| 1994-09-01 | 22.399391948526898 |
| 1994-10-01 | 22.508970828654398 |
| 1994-11-01 | 22.582778405188698 |
| 1994-12-01 | 22.482548425647998 |
| 1995-01-01 | 22.581599627210398 |
| 1995-02-01 | 22.570687045951700 |
| 1995-03-01 | 22.648430653256000 |
| 1995-04-01 | 22.382194510256200 |
| 1995-05-01 | 22.608590292677302 |
| 1995-06-01 | 22.573039008351900 |
| 1995-07-01 | 22.718367781614198 |
| 1995-08-01 | 22.720538387927300 |
| 1995-09-01 | 22.797952714598400 |
| 1995-10-01 | 22.844480512941800 |
| 1995-11-01 | 22.791233347285200 |
| 1995-12-01 | 22.892786974795605 |
| 1996-01-01 | 22.882785438822500 |
| 1996-02-01 | 23.059084655177198 |
| 1996-03-01 | 22.918625342069202 |
| 1996-04-01 | 23.365534975753498 |
| 1996-05-01 | 23.399453210556103 |
| 1996-06-01 | 23.389327382487500 |
| 1996-07-01 | 23.028213022560000 |
| 1996-08-01 | 23.311073904597503 |
| 1996-09-01 | 23.315292526441100 |
| 1996-10-01 | 22.978978060077300 |
| 1996-11-01 | 23.302940668701700 |
| 1996-12-01 | 23.186619544050398 |
| 1997-01-01 | 23.171682277862896 |
| 1997-02-01 | 23.140445108492997 |
| 1997-03-01 | 23.079647692424500 |
| 1997-04-01 | 23.546499373095898 |
| 1997-05-01 | 23.399664003163398 |
| 1997-06-01 | 23.403703739812304 |
| 1997-07-01 | 23.658718411380300 |
| 1997-08-01 | 23.619872324989400 |
| 1997-09-01 | 23.542578500890396 |
| 1997-10-01 | 23.504029472868300 |
| 1997-11-01 | 23.597598368394500 |
| 1997-12-01 | 23.568049282357100 |
| 1998-01-01 | 23.851945136398502 |
| 1998-02-01 | 24.112281762334298 |
| 1998-03-01 | 23.946116215085002 |
| 1998-04-01 | 23.632389035915400 |
| 1998-05-01 | 23.709158761333300 |
| 1998-06-01 | 23.725750023764300 |
| 1998-07-01 | 23.689647355019000 |
| 1998-08-01 | 23.840723953003500 |
| 1998-09-01 | 23.876461899121700 |
| 1998-10-01 | 23.813388434301896 |
| 1998-11-01 | 23.789386496089502 |
| 1998-12-01 | 23.940705898258802 |
| 1999-01-01 | 23.824021107258100 |
| 1999-02-01 | 23.887191415031800 |
| 1999-03-01 | 23.809660837937397 |
| 1999-04-01 | 23.730429466121700 |
| 1999-05-01 | 23.725040091052698 |
| 1999-06-01 | 23.738574013896297 |
| 1999-07-01 | 23.729421639779897 |
| 1999-08-01 | 23.673105538120900 |
| 1999-09-01 | 23.601016640885100 |
| 1999-10-01 | 23.706659910710100 |
| 1999-11-01 | 23.676176468849500 |
| 1999-12-01 | 23.619301017402200 |
| 2000-01-01 | 23.600611309515700 |
| 2000-02-01 | 23.560895501160900 |
| 2000-03-01 | 23.688726894325700 |
| 2000-04-01 | 23.838695043176102 |
| 2000-05-01 | 23.829660329958703 |
| 2000-06-01 | 23.948047412447100 |
| 2000-07-01 | 23.953225261283300 |
| 2000-08-01 | 24.002662541798500 |
| 2000-09-01 | 24.123774356629100 |
| 2000-10-01 | 24.189431565991400 |
| 2000-11-01 | 24.266273758076000 |
| 2000-12-01 | 24.210466047377500 |
| 2001-01-01 | 24.189943847321500 |
| 2001-02-01 | 24.147194602680802 |
| 2001-03-01 | 24.090856547486897 |
| 2001-04-01 | 23.938394921429700 |
| 2001-05-01 | 23.720722976371103 |
| 2001-06-01 | 23.741893632170502 |
| 2001-07-01 | 23.760830449289198 |
| 2001-08-01 | 23.624097205667898 |
| 2001-09-01 | 23.841061266603102 |
| 2001-10-01 | 23.872394483761000 |
| 2001-11-01 | 23.960390376227398 |
| 2001-12-01 | 24.122175384639600 |
| 2002-01-01 | 24.187994922986200 |
| 2002-02-01 | 24.238985753675898 |
| 2002-03-01 | 24.513264578182604 |
| 2002-04-01 | 24.439460663091896 |
| 2002-05-01 | 24.597395970116100 |
| 2002-06-01 | 24.733678256068500 |
| 2002-07-01 | 24.841905822129103 |
| 2002-08-01 | 25.024993325529500 |
| 2002-09-01 | 25.353214369896600 |
| 2002-10-01 | 25.266069601167400 |
| 2002-11-01 | 25.368762873497502 |
| 2002-12-01 | 25.448425346433700 |
| 2003-01-01 | 25.888162021951200 |
| 2003-02-01 | 25.835353180858900 |
| 2003-03-01 | 25.836728457244500 |
| 2003-04-01 | 25.644035415696700 |
| 2003-05-01 | 25.877828960605400 |
| 2003-06-01 | 25.820639730926900 |
| 2003-07-01 | 25.712309478999300 |
| 2003-08-01 | 25.711049893559398 |
| 2003-09-01 | 25.657460987663400 |
| 2003-10-01 | 25.664041334686200 |
| 2003-11-01 | 25.684596032803000 |
| 2003-12-01 | 25.684956294286000 |
| 2004-01-01 | 25.586741963754300 |
| 2004-02-01 | 25.627657053712900 |
| 2004-03-01 | 25.653600902746600 |
| 2004-04-01 | 25.855852273342600 |
| 2004-05-01 | 25.869278107174697 |
| 2004-06-01 | 25.909136578997200 |
| 2004-07-01 | 25.984154440370396 |
| 2004-08-01 | 25.792663232105497 |
| 2004-09-01 | 25.756099498951300 |
| 2004-10-01 | 25.857322812547498 |
| 2004-11-01 | 25.798283174040400 |
| 2004-12-01 | 25.719318546561000 |
| 2005-01-01 | 25.685213253000803 |
| 2005-02-01 | 25.622529981169400 |
| 2005-03-01 | 25.664185722375397 |
| 2005-04-01 | 25.960709729421396 |
| 2005-05-01 | 25.881480987622600 |
| 2005-06-01 | 25.904385633945500 |
| 2005-07-01 | 26.060604359140600 |
| 2005-08-01 | 26.181742498323000 |
| 2005-09-01 | 26.248519710971102 |
| 2005-10-01 | 26.144771304082198 |
| 2005-11-01 | 26.299429586036702 |
| 2005-12-01 | 26.350434787336300 |
| 2006-01-01 | 26.775873687539500 |
| 2006-02-01 | 26.821318172858300 |
| 2006-03-01 | 26.866017309015103 |
| 2006-04-01 | 26.869009306520700 |
| 2006-05-01 | 26.998710592319700 |
| 2006-06-01 | 27.106632970901000 |
| 2006-07-01 | 27.256873373801700 |
| 2006-08-01 | 27.373206095462898 |
| 2006-09-01 | 27.435979978944896 |
| 2006-10-01 | 27.528539792921702 |
| 2006-11-01 | 27.693872881157603 |
| 2006-12-01 | 27.766637895105100 |
| 2007-01-01 | 27.972803810952602 |
| 2007-02-01 | 28.029771410855100 |
| 2007-03-01 | 28.166053038922602 |
| 2007-04-01 | 28.166843062833400 |
| 2007-05-01 | 28.213879924765000 |
| 2007-06-01 | 28.305674863951502 |
| 2007-07-01 | 28.263196118183800 |
| 2007-08-01 | 28.270227102094900 |
| 2007-09-01 | 28.327153699983697 |
| 2007-10-01 | 28.414740931183000 |
| 2007-11-01 | 28.280701087938500 |
| 2007-12-01 | 28.285595770957304 |
| 2008-01-01 | 28.267384892034396 |
| 2008-02-01 | 28.349214125991600 |
| 2008-03-01 | 28.265742829275500 |
| 2008-04-01 | 28.256568243955197 |
| 2008-05-01 | 28.115953078324598 |
| 2008-06-01 | 28.093691101262802 |
| 2008-07-01 | 28.177822687156800 |
| 2008-08-01 | 28.065398887284800 |
| 2008-09-01 | 28.021362141603998 |
| 2008-10-01 | 27.810869004539400 |
| 2008-11-01 | 27.669201611104302 |
| 2008-12-01 | 27.498118380048400 |
| 2009-01-01 | 27.280211082581395 |
| 2009-02-01 | 26.979695715467600 |
| 2009-03-01 | 26.675938025444600 |
| 2009-04-01 | 26.326208048910104 |
| 2009-05-01 | 26.201192721423100 |
| 2009-06-01 | 25.969914984478603 |
| 2009-07-01 | 25.685987832897500 |
| 2009-08-01 | 25.659459966866997 |
| 2009-09-01 | 25.517365578048800 |
| 2009-10-01 | 25.625304362050600 |
| 2009-11-01 | 25.563397454020500 |
| 2009-12-01 | 25.515440834544396 |
| 2010-01-01 | 25.394622147713500 |
| 2010-02-01 | 25.408732913316900 |
| 2010-03-01 | 25.383125824348898 |
| 2010-04-01 | 25.806296451037700 |
| 2010-05-01 | 25.973113920624600 |
| 2010-06-01 | 25.941863200541000 |
| 2010-07-01 | 25.987768536098500 |
| 2010-08-01 | 26.044982106651503 |
| 2010-09-01 | 26.013773264879397 |
| 2010-10-01 | 26.350903655552500 |
| 2010-11-01 | 26.467433149942103 |
| 2010-12-01 | 26.521589058392898 |
| 2011-01-01 | 26.819386778139200 |
| 2011-02-01 | 26.834687898988700 |
| 2011-03-01 | 26.894926139306804 |
| 2011-04-01 | 26.890125231116500 |
| 2011-05-01 | 26.839963173113297 |
| 2011-06-01 | 26.918295589658104 |
| 2011-07-01 | 27.179626671458998 |
| 2011-08-01 | 27.027214125570600 |
| 2011-09-01 | 27.005543571462898 |
| 2011-10-01 | 26.887431977206504 |
| 2011-11-01 | 26.976811742729800 |
| 2011-12-01 | 27.033110257046900 |
| 2012-01-01 | 27.028148075186500 |
| 2012-02-01 | 27.141387663586897 |
| 2012-03-01 | 27.300209241397700 |
| 2012-04-01 | 27.596999056707100 |
| 2012-05-01 | 27.715333880858303 |
| 2012-06-01 | 27.806548612485700 |
| 2012-07-01 | 27.668236694981200 |
| 2012-08-01 | 27.816681274180798 |
| 2012-09-01 | 27.896122653768202 |
| 2012-10-01 | 27.913596046233900 |
| 2012-11-01 | 27.981150688890200 |
| 2012-12-01 | 28.027380551644200 |
| 2013-01-01 | 28.138458601859700 |
| 2013-02-01 | 28.342807686671100 |
| 2013-03-01 | 28.311495327243300 |
| 2013-04-01 | 28.104041605996600 |
| 2013-05-01 | 28.096985736339600 |
| 2013-06-01 | 28.107843671634498 |
| 2013-07-01 | 28.166648631985304 |
| 2013-08-01 | 28.113485933863100 |
| 2013-09-01 | 28.081310313222500 |
| 2013-10-01 | 28.134071755463100 |
| 2013-11-01 | 28.081747394731803 |
| 2013-12-01 | 28.115713791458603 |
| 2014-01-01 | 27.938689835187002 |
| 2014-02-01 | 27.829388563136703 |
| 2014-03-01 | 27.808733032464600 |
| 2014-04-01 | 27.926845392441603 |
| 2014-05-01 | 27.994638506732503 |
| 2014-06-01 | 28.014107196552100 |
| 2014-07-01 | 28.176308349856402 |
| 2014-08-01 | 28.222393971450200 |
| 2014-09-01 | 28.169052188116304 |
| 2014-10-01 | 28.039257748173600 |
| 2014-11-01 | 28.073253710218502 |
| 2014-12-01 | 28.093365217028303 |
| 2015-01-01 | 28.338428260760900 |
| 2015-02-01 | 28.420679334257898 |
| 2015-03-01 | 28.405104798888900 |
| 2015-04-01 | 28.438292453366603 |
| 2015-05-01 | 28.603966722817397 |
| 2015-06-01 | 28.622232862309800 |
| 2015-07-01 | 28.688644484651398 |
| 2015-08-01 | 28.634460152640900 |
| 2015-09-01 | 28.758505902565000 |
| 2015-10-01 | 28.939690798762900 |
| 2015-11-01 | 28.975311129170297 |
| 2015-12-01 | 28.988284244975800 |
| 2016-01-01 | 28.722551587430800 |
| 2016-02-01 | 28.594229545009604 |
| 2016-03-01 | 28.592646029365900 |
| 2016-04-01 | 28.648282631233396 |
| 2016-05-01 | 28.523169434528800 |
| 2016-06-01 | 28.228190477323498 |
| 2016-07-01 | 28.306441396437200 |
| 2016-08-01 | 28.350499822910000 |
| 2016-09-01 | 28.355707577168197 |
| 2016-10-01 | 28.337675523525700 |
| 2016-11-01 | 28.377499092586800 |
| 2016-12-01 | 28.478459932832102 |
| 2017-01-01 | 28.410101438501700 |
| 2017-02-01 | 28.464064137953102 |
| 2017-03-01 | 28.580846115614700 |
| 2017-04-01 | 28.539916277929800 |
| 2017-05-01 | 28.551361201710100 |
| 2017-06-01 | 28.642481987713400 |
| 2017-07-01 | 28.517557555019003 |
| 2017-08-01 | 28.565058408125700 |
| 2017-09-01 | 28.665994461413900 |
| 2017-10-01 | 28.532195340553397 |
| 2017-11-01 | 28.590333963012398 |
| 2017-12-01 | 28.474087933207002 |
| 2018-01-01 | 28.486149203068000 |
| 2018-02-01 | 28.421631206947197 |
| 2018-03-01 | 28.354707563208500 |
| 2018-04-01 | 28.235121692733898 |
| 2018-05-01 | 28.086636672974300 |
| 2018-06-01 | 28.170877322459603 |
| 2018-07-01 | 28.226008036610800 |
| 2018-08-01 | 28.080819376040000 |
| 2018-09-01 | 27.990763490427103 |
| 2018-10-01 | 27.919893565852497 |
| 2018-11-01 | 27.697587878361396 |
| 2018-12-01 | 27.653460916881798 |
| 2019-01-01 | 27.763960114006100 |
| 2019-02-01 | 27.781054075773900 |
| 2019-03-01 | 27.726929839781800 |
| 2019-04-01 | 27.830226627678600 |
| 2019-05-01 | 27.928359529281500 |
| 2019-06-01 | 27.915305628619100 |
| 2019-07-01 | 27.716312823211897 |
| 2019-08-01 | 27.795311924356398 |
| 2019-09-01 | 27.725519637122100 |
| 2019-10-01 | 27.607857974731600 |
| 2019-11-01 | 27.610616691645102 |
| 2019-12-01 | 27.533470156040202 |
| 2020-01-01 | 27.330280195010400 |
| 2020-02-01 | 27.334227410543200 |
| 2020-03-01 | 27.199707264155396 |
| 2020-04-01 | 26.333694059825900 |
| 2020-05-01 | 26.160466285330802 |
| 2020-06-01 | 26.153079194189700 |
| 2020-07-01 | 26.318513328869900 |
| 2020-08-01 | 26.217280508452102 |
| 2020-09-01 | 26.264914673586603 |
| 2020-10-01 | 26.397143973189500 |
| 2020-11-01 | 26.414309960964196 |
| 2020-12-01 | 26.393129140247698 |
| 2021-01-01 | 26.604852919004300 |
| 2021-02-01 | 26.503000882698900 |
| 2021-03-01 | 26.580264281704600 |
| 2021-04-01 | 26.240423212008800 |
| 2021-05-01 | 26.482012341411300 |
| 2021-06-01 | 26.378626226160396 |
| 2021-07-01 | 26.506578579875697 |
| 2021-08-01 | 26.643587192278800 |
| 2021-09-01 | 26.408195365689398 |
| 2021-10-01 | 26.795220640208100 |
| 2021-11-01 | 26.726969785637900 |
| 2021-12-01 | 26.753523315947000 |
| 2022-01-01 | 26.573202399672500 |
| 2022-02-01 | 26.686346459414303 |
| 2022-03-01 | 26.766190395942000 |
| 2022-04-01 | 26.750654390629300 |
| 2022-05-01 | 26.782788549335297 |
| 2022-06-01 | 26.483362556082100 |
| 2022-07-01 | 27.006127159196800 |
| 2022-08-01 | 27.065996795320803 |
| 2022-09-01 | 27.141390587970800 |
| 2022-10-01 | 27.104018372795302 |
| 2022-11-01 | 27.235316971357500 |
| 2022-12-01 | 27.218054336177396 |
| 2023-01-01 | 27.754318812505304 |
| 2023-02-01 | 27.782735811551500 |
| 2023-03-01 | 27.761028367951397 |
| 2023-04-01 | 27.762237846362300 |
| 2023-05-01 | 27.673521507560600 |
| 2023-06-01 | 27.772490576125897 |
| 2023-07-01 | 27.693654285173900 |
| 2023-08-01 | 27.782368269663500 |
| 2023-09-01 | 27.965089000670800 |
| 2023-10-01 | 28.120147870831400 |
| 2023-11-01 | 28.150747493315396 |
| 2023-12-01 | 28.203799290459000 |
| 2024-01-01 | 28.136667346484200 |
| 2024-02-01 | 27.979434247494897 |
| 2024-03-01 | 27.964483503297100 |
| 2024-04-01 | 27.867294325290400 |
| 2024-05-01 | 28.156568096615500 |
| 2024-06-01 | 28.152686109216700 |
| 2024-07-01 | 28.195363956494003 |
| 2024-08-01 | 27.991303716563300 |
| 2024-09-01 | 27.776502897133200 |
| 2024-10-01 | 27.736064054145800 |
| 2024-11-01 | 27.658724712467000 |
| 2024-12-01 | 27.795934242046000 |
