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 2026-05-01 |
| Last Updated | 2026-06-24 9:46 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 | 22.5631448766330 |
| 1990-02-01 | 22.5023905129157 |
| 1990-03-01 | 22.4487940764350 |
| 1990-04-01 | 22.2988993979491 |
| 1990-05-01 | 22.1683805115295 |
| 1990-06-01 | 22.0358164671097 |
| 1990-07-01 | 22.4170722687012 |
| 1990-08-01 | 22.3862939877039 |
| 1990-09-01 | 22.4769506887799 |
| 1990-10-01 | 22.4557401687885 |
| 1990-11-01 | 22.5846042309731 |
| 1990-12-01 | 22.3551282317108 |
| 1991-01-01 | 21.9617986907150 |
| 1991-02-01 | 22.0081035608457 |
| 1991-03-01 | 22.0495091612333 |
| 1991-04-01 | 21.8058754027295 |
| 1991-05-01 | 21.7742346046216 |
| 1991-06-01 | 21.6367535470569 |
| 1991-07-01 | 21.4195394189228 |
| 1991-08-01 | 21.3837054025615 |
| 1991-09-01 | 21.2653527700455 |
| 1991-10-01 | 21.2428807386486 |
| 1991-11-01 | 21.1801092483429 |
| 1991-12-01 | 21.2555476780328 |
| 1992-01-01 | 21.3578315159069 |
| 1992-02-01 | 21.3238878325177 |
| 1992-03-01 | 21.2534233707635 |
| 1992-04-01 | 21.5228128994132 |
| 1992-05-01 | 21.5750006139333 |
| 1992-06-01 | 21.6408624382119 |
| 1992-07-01 | 21.7232358992070 |
| 1992-08-01 | 21.7735567083946 |
| 1992-09-01 | 21.5460948142367 |
| 1992-10-01 | 21.8250172051624 |
| 1992-11-01 | 21.8807415688091 |
| 1992-12-01 | 21.8562614544483 |
| 1993-01-01 | 21.8573260375476 |
| 1993-02-01 | 21.9463874658225 |
| 1993-03-01 | 21.8566148563618 |
| 1993-04-01 | 22.2344065777300 |
| 1993-05-01 | 22.0739430594672 |
| 1993-06-01 | 21.8493596920639 |
| 1993-07-01 | 22.1228465909890 |
| 1993-08-01 | 22.1626090678073 |
| 1993-09-01 | 22.1189267038423 |
| 1993-10-01 | 22.1234097147874 |
| 1993-11-01 | 21.9750555904450 |
| 1993-12-01 | 22.0605844824382 |
| 1994-01-01 | 21.9666593919585 |
| 1994-02-01 | 21.8623576723947 |
| 1994-03-01 | 21.8586038475772 |
| 1994-04-01 | 21.7393881468568 |
| 1994-05-01 | 21.6655353139678 |
| 1994-06-01 | 21.7638980199854 |
| 1994-07-01 | 21.7151442520881 |
| 1994-08-01 | 21.7435299420511 |
| 1994-09-01 | 21.8996459711660 |
| 1994-10-01 | 22.0411172670609 |
| 1994-11-01 | 22.0834565248924 |
| 1994-12-01 | 21.9595819321514 |
| 1995-01-01 | 22.0772922907952 |
| 1995-02-01 | 21.9682681928285 |
| 1995-03-01 | 22.0405399658732 |
| 1995-04-01 | 21.9331177718950 |
| 1995-05-01 | 22.0676010892780 |
| 1995-06-01 | 22.0754015361185 |
| 1995-07-01 | 22.2096117672159 |
| 1995-08-01 | 22.2319054584596 |
| 1995-09-01 | 22.2915017862717 |
| 1995-10-01 | 22.3766730515325 |
| 1995-11-01 | 22.3821018110731 |
| 1995-12-01 | 22.4618812982254 |
| 1996-01-01 | 22.4884365550876 |
| 1996-02-01 | 22.6545563455169 |
| 1996-03-01 | 22.5109864366467 |
| 1996-04-01 | 23.0230173812687 |
| 1996-05-01 | 22.9712421054727 |
| 1996-06-01 | 22.8875184523382 |
| 1996-07-01 | 22.6115364250151 |
| 1996-08-01 | 22.8232875323658 |
| 1996-09-01 | 22.9077535112756 |
| 1996-10-01 | 22.6074980389438 |
| 1996-11-01 | 22.7858103062575 |
| 1996-12-01 | 22.7544063706698 |
| 1997-01-01 | 22.6910725137927 |
| 1997-02-01 | 22.7350950066091 |
| 1997-03-01 | 22.6757433085189 |
| 1997-04-01 | 23.1989281760782 |
| 1997-05-01 | 22.9856763437020 |
| 1997-06-01 | 22.9965369538286 |
| 1997-07-01 | 23.2339071236236 |
| 1997-08-01 | 23.2294778854254 |
| 1997-09-01 | 23.1314024968183 |
| 1997-10-01 | 23.1280000611432 |
| 1997-11-01 | 23.1750301100088 |
| 1997-12-01 | 23.1430065866723 |
| 1998-01-01 | 23.4855765047306 |
| 1998-02-01 | 23.7095651880444 |
| 1998-03-01 | 23.5470828983841 |
| 1998-04-01 | 23.2716679373171 |
| 1998-05-01 | 23.3091730095477 |
| 1998-06-01 | 23.4109987572367 |
| 1998-07-01 | 23.3602537665339 |
| 1998-08-01 | 23.4419661843834 |
| 1998-09-01 | 23.4652297148433 |
| 1998-10-01 | 23.4270302663327 |
| 1998-11-01 | 23.4689478173967 |
| 1998-12-01 | 23.4241807261721 |
| 1999-01-01 | 23.3659341444204 |
| 1999-02-01 | 23.4933001469696 |
| 1999-03-01 | 23.4182417113749 |
| 1999-04-01 | 23.3511608712927 |
| 1999-05-01 | 23.3367016137584 |
| 1999-06-01 | 23.3205300157530 |
| 1999-07-01 | 23.2950087889208 |
| 1999-08-01 | 23.2635197659745 |
| 1999-09-01 | 23.1881106048374 |
| 1999-10-01 | 23.3117299749988 |
| 1999-11-01 | 23.2572029069811 |
| 1999-12-01 | 23.2195604047218 |
| 2000-01-01 | 23.1424922945322 |
| 2000-02-01 | 23.0757564156404 |
| 2000-03-01 | 23.2057981965396 |
| 2000-04-01 | 23.3414361011457 |
| 2000-05-01 | 23.3488315458718 |
| 2000-06-01 | 23.4322810093897 |
| 2000-07-01 | 23.4153293497249 |
| 2000-08-01 | 23.4777432336187 |
| 2000-09-01 | 23.6117568944609 |
| 2000-10-01 | 23.6891844642009 |
| 2000-11-01 | 23.7534595135523 |
| 2000-12-01 | 23.7210012819178 |
| 2001-01-01 | 23.7257378801420 |
| 2001-02-01 | 23.6698546158030 |
| 2001-03-01 | 23.6130606751812 |
| 2001-04-01 | 23.5313588756476 |
| 2001-05-01 | 23.3408398802820 |
| 2001-06-01 | 23.3361098512034 |
| 2001-07-01 | 23.3209273129808 |
| 2001-08-01 | 23.1848577015600 |
| 2001-09-01 | 23.4272812165319 |
| 2001-10-01 | 23.4714049214162 |
| 2001-11-01 | 23.5540429475429 |
| 2001-12-01 | 23.7388903124400 |
| 2002-01-01 | 23.8166609970091 |
| 2002-02-01 | 23.8639437711092 |
| 2002-03-01 | 24.2383604079243 |
| 2002-04-01 | 24.1246350941200 |
| 2002-05-01 | 24.3196645302323 |
| 2002-06-01 | 24.4385347387437 |
| 2002-07-01 | 24.6053458478885 |
| 2002-08-01 | 24.7733235658326 |
| 2002-09-01 | 25.0389695435000 |
| 2002-10-01 | 24.9643111464186 |
| 2002-11-01 | 25.0672645991844 |
| 2002-12-01 | 25.1689056013149 |
| 2003-01-01 | 25.6046328416820 |
| 2003-02-01 | 25.5629736613061 |
| 2003-03-01 | 25.5633016334619 |
| 2003-04-01 | 25.3283253416955 |
| 2003-05-01 | 25.5973924486641 |
| 2003-06-01 | 25.5332122912820 |
| 2003-07-01 | 25.4812024421126 |
| 2003-08-01 | 25.4557470762838 |
| 2003-09-01 | 25.3432247838468 |
| 2003-10-01 | 25.3605747591587 |
| 2003-11-01 | 25.3776088938732 |
| 2003-12-01 | 25.4159769690206 |
| 2004-01-01 | 25.2968363556369 |
| 2004-02-01 | 25.3514636308274 |
| 2004-03-01 | 25.3785142160850 |
| 2004-04-01 | 25.5405199533890 |
| 2004-05-01 | 25.5842470712171 |
| 2004-06-01 | 25.6244676525520 |
| 2004-07-01 | 25.6625437601195 |
| 2004-08-01 | 25.4413845554241 |
| 2004-09-01 | 25.5435447192628 |
| 2004-10-01 | 25.7498391117332 |
| 2004-11-01 | 25.6860207628716 |
| 2004-12-01 | 25.6567297018647 |
| 2005-01-01 | 25.5904147891629 |
| 2005-02-01 | 25.5428287213507 |
| 2005-03-01 | 25.5864086584848 |
| 2005-04-01 | 25.8495802741895 |
| 2005-05-01 | 25.7834841497811 |
| 2005-06-01 | 25.8208714275437 |
| 2005-07-01 | 25.9492695562166 |
| 2005-08-01 | 26.1400505859886 |
| 2005-09-01 | 26.2433359062125 |
| 2005-10-01 | 26.1307613314996 |
| 2005-11-01 | 26.2834894519485 |
| 2005-12-01 | 26.3872484052255 |
| 2006-01-01 | 26.6812299492034 |
| 2006-02-01 | 26.7355399176799 |
| 2006-03-01 | 26.7839035242946 |
| 2006-04-01 | 26.8604987183221 |
| 2006-05-01 | 26.9905324238890 |
| 2006-06-01 | 27.1247535726904 |
| 2006-07-01 | 27.2531614688099 |
| 2006-08-01 | 27.3435737958071 |
| 2006-09-01 | 27.4374960487702 |
| 2006-10-01 | 27.5108008132140 |
| 2006-11-01 | 27.6767476331732 |
| 2006-12-01 | 27.6983762670480 |
| 2007-01-01 | 27.8734464408380 |
| 2007-02-01 | 28.0391150244297 |
| 2007-03-01 | 28.1799774474905 |
| 2007-04-01 | 28.1678796261659 |
| 2007-05-01 | 28.1941810129345 |
| 2007-06-01 | 28.3294811168440 |
| 2007-07-01 | 28.2576224559000 |
| 2007-08-01 | 28.2555176285061 |
| 2007-09-01 | 28.3345585098546 |
| 2007-10-01 | 28.3946054451488 |
| 2007-11-01 | 28.2627773125449 |
| 2007-12-01 | 28.3068587371784 |
| 2008-01-01 | 28.2681212668027 |
| 2008-02-01 | 28.3500224505471 |
| 2008-03-01 | 28.2724143099260 |
| 2008-04-01 | 28.2739292176407 |
| 2008-05-01 | 27.9933736955734 |
| 2008-06-01 | 28.0239808881256 |
| 2008-07-01 | 28.1629576413970 |
| 2008-08-01 | 28.0638114378132 |
| 2008-09-01 | 27.9308151870898 |
| 2008-10-01 | 27.7901645260753 |
| 2008-11-01 | 27.6503313113629 |
| 2008-12-01 | 27.5081610606148 |
| 2009-01-01 | 27.2781696156209 |
| 2009-02-01 | 26.9728320334812 |
| 2009-03-01 | 26.6803907528577 |
| 2009-04-01 | 26.3624826203763 |
| 2009-05-01 | 26.1791303656797 |
| 2009-06-01 | 25.9041434787092 |
| 2009-07-01 | 25.6629137971211 |
| 2009-08-01 | 25.6652757960894 |
| 2009-09-01 | 25.5277356289715 |
| 2009-10-01 | 25.6033736004688 |
| 2009-11-01 | 25.5424288461189 |
| 2009-12-01 | 25.5143772742298 |
| 2010-01-01 | 25.3904327883392 |
| 2010-02-01 | 25.3978340482504 |
| 2010-03-01 | 25.3923629796615 |
| 2010-04-01 | 25.8516074561863 |
| 2010-05-01 | 25.9583728746649 |
| 2010-06-01 | 25.8753215059367 |
| 2010-07-01 | 25.9617504156904 |
| 2010-08-01 | 25.9523553161410 |
| 2010-09-01 | 25.9177691528806 |
| 2010-10-01 | 26.3315501844833 |
| 2010-11-01 | 26.4441003321406 |
| 2010-12-01 | 26.5170461392493 |
| 2011-01-01 | 26.8098536552434 |
| 2011-02-01 | 26.8249602395398 |
| 2011-03-01 | 26.9137752899325 |
| 2011-04-01 | 26.8355467898556 |
| 2011-05-01 | 26.8312749927864 |
| 2011-06-01 | 26.9421056937271 |
| 2011-07-01 | 27.0578597643295 |
| 2011-08-01 | 27.0351806550243 |
| 2011-09-01 | 27.0030825361563 |
| 2011-10-01 | 26.8714930725660 |
| 2011-11-01 | 26.9543333263057 |
| 2011-12-01 | 26.9213042124637 |
| 2012-01-01 | 26.9243906289833 |
| 2012-02-01 | 27.0343157972159 |
| 2012-03-01 | 27.1248152925190 |
| 2012-04-01 | 27.4332817370365 |
| 2012-05-01 | 27.5125856219785 |
| 2012-06-01 | 27.6175276863910 |
| 2012-07-01 | 27.4554064476072 |
| 2012-08-01 | 27.6200833811512 |
| 2012-09-01 | 27.6913522980914 |
| 2012-10-01 | 27.7038978364281 |
| 2012-11-01 | 27.7645107204229 |
| 2012-12-01 | 27.8058308062353 |
| 2013-01-01 | 27.9438485066468 |
| 2013-02-01 | 28.0396519718241 |
| 2013-03-01 | 28.1376224230423 |
| 2013-04-01 | 27.9236994581965 |
| 2013-05-01 | 27.8941273626584 |
| 2013-06-01 | 27.9128346387093 |
| 2013-07-01 | 27.9652737034811 |
| 2013-08-01 | 27.9098655511031 |
| 2013-09-01 | 27.8801898652877 |
| 2013-10-01 | 27.9317827125430 |
| 2013-11-01 | 27.8756217448559 |
| 2013-12-01 | 27.8767780097712 |
| 2014-01-01 | 27.7533465157551 |
| 2014-02-01 | 27.6320109666677 |
| 2014-03-01 | 27.6331288490296 |
| 2014-04-01 | 27.7226396227023 |
| 2014-05-01 | 27.7930581646537 |
| 2014-06-01 | 27.8276052716862 |
| 2014-07-01 | 27.8787684420690 |
| 2014-08-01 | 27.9083476636339 |
| 2014-09-01 | 27.8754622516629 |
| 2014-10-01 | 27.7460335813277 |
| 2014-11-01 | 27.7773240995467 |
| 2014-12-01 | 27.7390985955761 |
| 2015-01-01 | 28.1601880607563 |
| 2015-02-01 | 28.1245881715972 |
| 2015-03-01 | 28.1207923954793 |
| 2015-04-01 | 28.1166014375728 |
| 2015-05-01 | 28.3059100124683 |
| 2015-06-01 | 28.3501163491056 |
| 2015-07-01 | 28.3913235622291 |
| 2015-08-01 | 28.3141848530685 |
| 2015-09-01 | 28.4676001370727 |
| 2015-10-01 | 28.6568057252328 |
| 2015-11-01 | 28.6872223499018 |
| 2015-12-01 | 28.6154194105087 |
| 2016-01-01 | 28.4509965382734 |
| 2016-02-01 | 28.2984320725321 |
| 2016-03-01 | 28.2988942423142 |
| 2016-04-01 | 28.3182677194418 |
| 2016-05-01 | 28.2315658349436 |
| 2016-06-01 | 27.9736690967404 |
| 2016-07-01 | 28.0024931221336 |
| 2016-08-01 | 28.0221406778042 |
| 2016-09-01 | 28.0690049618566 |
| 2016-10-01 | 28.0571410307402 |
| 2016-11-01 | 28.0917701642462 |
| 2016-12-01 | 28.2004218843754 |
| 2017-01-01 | 28.1362839767590 |
| 2017-02-01 | 28.1693603981368 |
| 2017-03-01 | 28.2836567442170 |
| 2017-04-01 | 28.3098487145791 |
| 2017-05-01 | 28.2656881892799 |
| 2017-06-01 | 28.4996687038064 |
| 2017-07-01 | 28.3095497072846 |
| 2017-08-01 | 28.3330011403631 |
| 2017-09-01 | 28.3753248178471 |
| 2017-10-01 | 28.2462577675114 |
| 2017-11-01 | 28.3001806497300 |
| 2017-12-01 | 28.1969815906812 |
| 2018-01-01 | 28.2095331758005 |
| 2018-02-01 | 28.2293810590185 |
| 2018-03-01 | 28.1682075444923 |
| 2018-04-01 | 28.0114104934417 |
| 2018-05-01 | 27.9058554690122 |
| 2018-06-01 | 27.9316069660008 |
| 2018-07-01 | 28.0137586197001 |
| 2018-08-01 | 27.8474611061917 |
| 2018-09-01 | 27.7867740152287 |
| 2018-10-01 | 27.6175681685216 |
| 2018-11-01 | 27.4988511043440 |
| 2018-12-01 | 27.3903611797816 |
| 2019-01-01 | 27.5839372388021 |
| 2019-02-01 | 27.5911298792244 |
| 2019-03-01 | 27.5605676156292 |
| 2019-04-01 | 27.6230835346815 |
| 2019-05-01 | 27.7503373414818 |
| 2019-06-01 | 27.7681839867654 |
| 2019-07-01 | 27.5100947788627 |
| 2019-08-01 | 27.5612188093050 |
| 2019-09-01 | 27.3952857799680 |
| 2019-10-01 | 27.3845679179412 |
| 2019-11-01 | 27.2914750074913 |
| 2019-12-01 | 27.1805837943012 |
| 2020-01-01 | 27.0563562568020 |
| 2020-02-01 | 26.9598030590810 |
| 2020-03-01 | 26.8613334019621 |
| 2020-04-01 | 26.0460190772324 |
| 2020-05-01 | 25.8826689945324 |
| 2020-06-01 | 25.8997406383205 |
| 2020-07-01 | 26.0189066202803 |
| 2020-08-01 | 25.8752744010658 |
| 2020-09-01 | 25.8964223252667 |
| 2020-10-01 | 26.0504005044547 |
| 2020-11-01 | 26.0694739344577 |
| 2020-12-01 | 26.0574608996562 |
| 2021-01-01 | 26.2418888729258 |
| 2021-02-01 | 26.2513134875267 |
| 2021-03-01 | 26.2712428627308 |
| 2021-04-01 | 25.9636339487432 |
| 2021-05-01 | 26.2102672770227 |
| 2021-06-01 | 26.1193824628374 |
| 2021-07-01 | 26.2240502446054 |
| 2021-08-01 | 26.2944930799038 |
| 2021-09-01 | 25.9873390069953 |
| 2021-10-01 | 26.4243835395189 |
| 2021-11-01 | 26.3426551260409 |
| 2021-12-01 | 26.4380515639115 |
| 2022-01-01 | 26.3306661388699 |
| 2022-02-01 | 26.4655682145349 |
| 2022-03-01 | 26.5839984529757 |
| 2022-04-01 | 26.3761520504772 |
| 2022-05-01 | 26.4213384105845 |
| 2022-06-01 | 26.1276603882672 |
| 2022-07-01 | 26.6316219510613 |
| 2022-08-01 | 26.7094271037863 |
| 2022-09-01 | 26.6663308869927 |
| 2022-10-01 | 26.6073867204212 |
| 2022-11-01 | 26.8165565772487 |
| 2022-12-01 | 26.8284375614010 |
| 2023-01-01 | 27.5339087049087 |
| 2023-02-01 | 27.4887484792404 |
| 2023-03-01 | 27.5021526456944 |
| 2023-04-01 | 27.4887182295631 |
| 2023-05-01 | 27.4219117129756 |
| 2023-06-01 | 27.4138814599616 |
| 2023-07-01 | 27.3273595882343 |
| 2023-08-01 | 27.3154876852148 |
| 2023-09-01 | 27.3489907494019 |
| 2023-10-01 | 27.2013921952212 |
| 2023-11-01 | 27.1988496517185 |
| 2023-12-01 | 27.2359184588143 |
| 2024-01-01 | 27.1373972503188 |
| 2024-02-01 | 27.1185984506357 |
| 2024-03-01 | 27.1207803758427 |
| 2024-04-01 | 27.1955015256115 |
| 2024-05-01 | 27.2056805443861 |
| 2024-06-01 | 27.2938571959682 |
| 2024-07-01 | 27.2245327755545 |
| 2024-08-01 | 27.2138073311337 |
| 2024-09-01 | 27.3354431206057 |
| 2024-10-01 | 27.3997506384867 |
| 2024-11-01 | 27.4896158866557 |
| 2024-12-01 | 27.3471915543443 |
| 2025-01-01 | 27.6469738549140 |
| 2025-02-01 | 27.6438142867207 |
| 2025-03-01 | 27.7385457655783 |
| 2025-04-01 | 27.7972870797628 |
| 2025-05-01 | 27.7899566959374 |
| 2025-06-01 | 27.6702950741491 |
| 2025-07-01 | 27.8147048561897 |
| 2025-08-01 | 27.8131853280935 |
| 2025-09-01 | 27.8327506479936 |
| 2025-10-01 | 27.8987799942526 |
| 2025-11-01 | 27.9851582598281 |
| 2025-12-01 | 27.7632982814972 |
| 2026-01-01 | 27.6504267020418 |
| 2026-02-01 | 27.8609267251931 |
| 2026-03-01 | 27.8459576960650 |
| 2026-04-01 | 27.8968498285312 |
| 2026-05-01 | 28.1751582286918 |