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 2026-06-01 |
| Last Updated | 2026-07-22 9:38 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 | 22.5631449017899 |
| 1990-02-01 | 22.5023905300063 |
| 1990-03-01 | 22.4487940684846 |
| 1990-04-01 | 22.2988994048741 |
| 1990-05-01 | 22.1683805141613 |
| 1990-06-01 | 22.0358164655245 |
| 1990-07-01 | 22.4170722644166 |
| 1990-08-01 | 22.3862939805332 |
| 1990-09-01 | 22.4769506788265 |
| 1990-10-01 | 22.4557401546955 |
| 1990-11-01 | 22.5846042110737 |
| 1990-12-01 | 22.3551282476200 |
| 1991-01-01 | 21.9617987134210 |
| 1991-02-01 | 22.0081035762541 |
| 1991-03-01 | 22.0495091538695 |
| 1991-04-01 | 21.8058754088240 |
| 1991-05-01 | 21.7742346067499 |
| 1991-06-01 | 21.6367535454658 |
| 1991-07-01 | 21.4195394153376 |
| 1991-08-01 | 21.3837053965191 |
| 1991-09-01 | 21.2653527616098 |
| 1991-10-01 | 21.2428807265761 |
| 1991-11-01 | 21.1801092311790 |
| 1991-12-01 | 21.2555476924433 |
| 1992-01-01 | 21.3578315344265 |
| 1992-02-01 | 21.3238878451498 |
| 1992-03-01 | 21.2534233634271 |
| 1992-04-01 | 21.5228129044487 |
| 1992-05-01 | 21.5750006154178 |
| 1992-06-01 | 21.6408624367456 |
| 1992-07-01 | 21.7232358966213 |
| 1992-08-01 | 21.7735567039646 |
| 1992-09-01 | 21.5460948080665 |
| 1992-10-01 | 21.8250171969295 |
| 1992-11-01 | 21.8807415581975 |
| 1992-12-01 | 21.8562614639154 |
| 1993-01-01 | 21.8573260501417 |
| 1993-02-01 | 21.9463874754297 |
| 1993-03-01 | 21.8566148479341 |
| 1993-04-01 | 22.2344065821356 |
| 1993-05-01 | 22.0739430606767 |
| 1993-06-01 | 21.8493596910175 |
| 1993-07-01 | 22.1228465894195 |
| 1993-08-01 | 22.1626090652842 |
| 1993-09-01 | 22.1189267002081 |
| 1993-10-01 | 22.1234097102062 |
| 1993-11-01 | 21.9750555855211 |
| 1993-12-01 | 22.0605844873823 |
| 1994-01-01 | 21.9666593987063 |
| 1994-02-01 | 21.8623576780396 |
| 1994-03-01 | 21.8586038407172 |
| 1994-04-01 | 21.7393881498924 |
| 1994-05-01 | 21.6655353145565 |
| 1994-06-01 | 21.7638980192861 |
| 1994-07-01 | 21.7151442514748 |
| 1994-08-01 | 21.7435299411178 |
| 1994-09-01 | 21.8996459697159 |
| 1994-10-01 | 22.0411172655600 |
| 1994-11-01 | 22.0834565244479 |
| 1994-12-01 | 21.9595819331413 |
| 1995-01-01 | 22.0772922929107 |
| 1995-02-01 | 21.9682681951769 |
| 1995-03-01 | 22.0405399614977 |
| 1995-04-01 | 21.9331177738647 |
| 1995-05-01 | 22.0676010895627 |
| 1995-06-01 | 22.0754015359177 |
| 1995-07-01 | 22.2096117671850 |
| 1995-08-01 | 22.2319054584632 |
| 1995-09-01 | 22.2915017860479 |
| 1995-10-01 | 22.3766730510779 |
| 1995-11-01 | 22.3821018110215 |
| 1995-12-01 | 22.4618812984524 |
| 1996-01-01 | 22.4884365553273 |
| 1996-02-01 | 22.6545563455204 |
| 1996-03-01 | 22.5109864358295 |
| 1996-04-01 | 23.0230173821196 |
| 1996-05-01 | 22.9712421053140 |
| 1996-06-01 | 22.8875184523106 |
| 1996-07-01 | 22.6115364251615 |
| 1996-08-01 | 22.8232875324682 |
| 1996-09-01 | 22.9077535113203 |
| 1996-10-01 | 22.6074980388297 |
| 1996-11-01 | 22.7858103062103 |
| 1996-12-01 | 22.7544063705948 |
| 1997-01-01 | 22.6910725136426 |
| 1997-02-01 | 22.7350950063707 |
| 1997-03-01 | 22.6757433082312 |
| 1997-04-01 | 23.1989281770594 |
| 1997-05-01 | 22.9856763435754 |
| 1997-06-01 | 22.9965369538284 |
| 1997-07-01 | 23.2339071236251 |
| 1997-08-01 | 23.2294778854161 |
| 1997-09-01 | 23.1314024967699 |
| 1997-10-01 | 23.1280000609897 |
| 1997-11-01 | 23.1750301099193 |
| 1997-12-01 | 23.1430065865777 |
| 1998-01-01 | 23.4855765046435 |
| 1998-02-01 | 23.7095651879671 |
| 1998-03-01 | 23.5470828982966 |
| 1998-04-01 | 23.2716679382396 |
| 1998-05-01 | 23.3091730094534 |
| 1998-06-01 | 23.4109987571543 |
| 1998-07-01 | 23.3602537664326 |
| 1998-08-01 | 23.4419661842942 |
| 1998-09-01 | 23.4652297147628 |
| 1998-10-01 | 23.4270302662182 |
| 1998-11-01 | 23.4689478173504 |
| 1998-12-01 | 23.4241807261257 |
| 1999-01-01 | 23.3659341443769 |
| 1999-02-01 | 23.4933001469318 |
| 1999-03-01 | 23.4182417113215 |
| 1999-04-01 | 23.3511608719903 |
| 1999-05-01 | 23.3367016136844 |
| 1999-06-01 | 23.3205300156821 |
| 1999-07-01 | 23.2950087888396 |
| 1999-08-01 | 23.2635197658872 |
| 1999-09-01 | 23.1881106047561 |
| 1999-10-01 | 23.3117299749283 |
| 1999-11-01 | 23.2572029069605 |
| 1999-12-01 | 23.2195604047001 |
| 2000-01-01 | 23.1424922945130 |
| 2000-02-01 | 23.0757564156377 |
| 2000-03-01 | 23.2057981965429 |
| 2000-04-01 | 23.3414361014972 |
| 2000-05-01 | 23.3488315458551 |
| 2000-06-01 | 23.4322810093574 |
| 2000-07-01 | 23.4153293496786 |
| 2000-08-01 | 23.4777432335428 |
| 2000-09-01 | 23.6117568943939 |
| 2000-10-01 | 23.6891844641742 |
| 2000-11-01 | 23.7534595135429 |
| 2000-12-01 | 23.7210012819148 |
| 2001-01-01 | 23.7257378801387 |
| 2001-02-01 | 23.6698546158080 |
| 2001-03-01 | 23.6130606751977 |
| 2001-04-01 | 23.5313588758090 |
| 2001-05-01 | 23.3408398802786 |
| 2001-06-01 | 23.3361098511893 |
| 2001-07-01 | 23.3209273129572 |
| 2001-08-01 | 23.1848577015087 |
| 2001-09-01 | 23.4272812164788 |
| 2001-10-01 | 23.4714049214078 |
| 2001-11-01 | 23.5540429475470 |
| 2001-12-01 | 23.7388903124505 |
| 2002-01-01 | 23.8166609970141 |
| 2002-02-01 | 23.8639437711201 |
| 2002-03-01 | 24.2383604079563 |
| 2002-04-01 | 24.1246350941394 |
| 2002-05-01 | 24.3196645302446 |
| 2002-06-01 | 24.4385347387447 |
| 2002-07-01 | 24.6053458478783 |
| 2002-08-01 | 24.7733235657891 |
| 2002-09-01 | 25.0389695434549 |
| 2002-10-01 | 24.9643111464307 |
| 2002-11-01 | 25.0672645991886 |
| 2002-12-01 | 25.1689056013349 |
| 2003-01-01 | 25.6046328417081 |
| 2003-02-01 | 25.5629736613286 |
| 2003-03-01 | 25.5633016334864 |
| 2003-04-01 | 25.3283253416851 |
| 2003-05-01 | 25.5973924486371 |
| 2003-06-01 | 25.5332122912507 |
| 2003-07-01 | 25.4812024420897 |
| 2003-08-01 | 25.4557470762531 |
| 2003-09-01 | 25.3432247838244 |
| 2003-10-01 | 25.3605747592287 |
| 2003-11-01 | 25.3776088939252 |
| 2003-12-01 | 25.4159769690794 |
| 2004-01-01 | 25.2968363556840 |
| 2004-02-01 | 25.3514636308313 |
| 2004-03-01 | 25.3785142160046 |
| 2004-04-01 | 25.5405199532447 |
| 2004-05-01 | 25.5842470711120 |
| 2004-06-01 | 25.6244676525347 |
| 2004-07-01 | 25.6625437601575 |
| 2004-08-01 | 25.4413845554301 |
| 2004-09-01 | 25.5435447192301 |
| 2004-10-01 | 25.7498391118219 |
| 2004-11-01 | 25.6860207630597 |
| 2004-12-01 | 25.6567297022332 |
| 2005-01-01 | 25.5904147895839 |
| 2005-02-01 | 25.5428287215073 |
| 2005-03-01 | 25.5864086580709 |
| 2005-04-01 | 25.8495802734442 |
| 2005-05-01 | 25.7834841486641 |
| 2005-06-01 | 25.8208714270776 |
| 2005-07-01 | 25.9492695567089 |
| 2005-08-01 | 26.1400505865672 |
| 2005-09-01 | 26.2433359065548 |
| 2005-10-01 | 26.1307613317853 |
| 2005-11-01 | 26.2834894525163 |
| 2005-12-01 | 26.3872484063518 |
| 2006-01-01 | 26.6812299504769 |
| 2006-02-01 | 26.7355399181350 |
| 2006-03-01 | 26.7839035232750 |
| 2006-04-01 | 26.8604987158883 |
| 2006-05-01 | 26.9905324197684 |
| 2006-06-01 | 27.1247535694048 |
| 2006-07-01 | 27.2531614741661 |
| 2006-08-01 | 27.3435737959294 |
| 2006-09-01 | 27.4374960493224 |
| 2006-10-01 | 27.5108008140733 |
| 2006-11-01 | 27.6767476353053 |
| 2006-12-01 | 27.6983762705360 |
| 2007-01-01 | 27.8734464440543 |
| 2007-02-01 | 28.0391150262803 |
| 2007-03-01 | 28.1799774475472 |
| 2007-04-01 | 28.1678796208232 |
| 2007-05-01 | 28.1941809914768 |
| 2007-06-01 | 28.3294811118886 |
| 2007-07-01 | 28.2576224654897 |
| 2007-08-01 | 28.2555176272363 |
| 2007-09-01 | 28.3345585172905 |
| 2007-10-01 | 28.3946054516198 |
| 2007-11-01 | 28.2627773249186 |
| 2007-12-01 | 28.3068587510146 |
| 2008-01-01 | 28.2681212732528 |
| 2008-02-01 | 28.3500224458149 |
| 2008-03-01 | 28.2724142975969 |
| 2008-04-01 | 28.2739291970854 |
| 2008-05-01 | 27.9933736511527 |
| 2008-06-01 | 28.0239808824702 |
| 2008-07-01 | 28.1629576592091 |
| 2008-08-01 | 28.0638114397996 |
| 2008-09-01 | 27.9308152083780 |
| 2008-10-01 | 27.7901645493861 |
| 2008-11-01 | 27.6503313513730 |
| 2008-12-01 | 27.5081610962246 |
| 2009-01-01 | 27.2781696231418 |
| 2009-02-01 | 26.9728320065263 |
| 2009-03-01 | 26.6803907067021 |
| 2009-04-01 | 26.3624825174583 |
| 2009-05-01 | 26.1791303017607 |
| 2009-06-01 | 25.9041434910931 |
| 2009-07-01 | 25.6629138486387 |
| 2009-08-01 | 25.6652758390792 |
| 2009-09-01 | 25.5277357106352 |
| 2009-10-01 | 25.6033736688417 |
| 2009-11-01 | 25.5424288905773 |
| 2009-12-01 | 25.5143772948821 |
| 2010-01-01 | 25.3904327967683 |
| 2010-02-01 | 25.3978340539314 |
| 2010-03-01 | 25.3923625748416 |
| 2010-04-01 | 25.8516073354093 |
| 2010-05-01 | 25.9583728327929 |
| 2010-06-01 | 25.8753215654159 |
| 2010-07-01 | 25.9617505776171 |
| 2010-08-01 | 25.9523555622326 |
| 2010-09-01 | 25.9177694678400 |
| 2010-10-01 | 26.3315503989390 |
| 2010-11-01 | 26.4441003450489 |
| 2010-12-01 | 26.5170459558141 |
| 2011-01-01 | 26.8098533744595 |
| 2011-02-01 | 26.8249598939028 |
| 2011-03-01 | 26.9137742469660 |
| 2011-04-01 | 26.8355466474531 |
| 2011-05-01 | 26.8312752595938 |
| 2011-06-01 | 26.9421063094643 |
| 2011-07-01 | 27.0578605425043 |
| 2011-08-01 | 27.0351813572403 |
| 2011-09-01 | 27.0030831613885 |
| 2011-10-01 | 26.8714935582379 |
| 2011-11-01 | 26.9543335499252 |
| 2011-12-01 | 26.9213023324453 |
| 2012-01-01 | 26.9243896756234 |
| 2012-02-01 | 27.0343145273281 |
| 2012-03-01 | 27.1248130074463 |
| 2012-04-01 | 27.4332817342449 |
| 2012-05-01 | 27.5125871710462 |
| 2012-06-01 | 27.6175300608983 |
| 2012-07-01 | 27.4554085786918 |
| 2012-08-01 | 27.6200855687643 |
| 2012-09-01 | 27.6913524859591 |
| 2012-10-01 | 27.7038977245249 |
| 2012-11-01 | 27.7645107084642 |
| 2012-12-01 | 27.8058264818745 |
| 2013-01-01 | 27.9438459363353 |
| 2013-02-01 | 28.0396497591947 |
| 2013-03-01 | 28.1376196151968 |
| 2013-04-01 | 27.9236987062028 |
| 2013-05-01 | 27.8941272114566 |
| 2013-06-01 | 27.9128508523180 |
| 2013-07-01 | 27.9652727656249 |
| 2013-08-01 | 27.9098662811809 |
| 2013-09-01 | 27.8801891677585 |
| 2013-10-01 | 27.9317833062517 |
| 2013-11-01 | 27.8756225681363 |
| 2013-12-01 | 27.8767709723993 |
| 2014-01-01 | 27.7533397635889 |
| 2014-02-01 | 27.6320028953904 |
| 2014-03-01 | 27.6331221913430 |
| 2014-04-01 | 27.7226391051854 |
| 2014-05-01 | 27.7930604329910 |
| 2014-06-01 | 27.8276508749350 |
| 2014-07-01 | 27.8787643550171 |
| 2014-08-01 | 27.9083427668804 |
| 2014-09-01 | 27.8754559547019 |
| 2014-10-01 | 27.7460331953029 |
| 2014-11-01 | 27.7773261818275 |
| 2014-12-01 | 27.7390891769129 |
| 2015-01-01 | 28.1601731548246 |
| 2015-02-01 | 28.1245651573798 |
| 2015-03-01 | 28.1207728412502 |
| 2015-04-01 | 28.1166028058263 |
| 2015-05-01 | 28.3059328443043 |
| 2015-06-01 | 28.3502163101872 |
| 2015-07-01 | 28.3912973378387 |
| 2015-08-01 | 28.3141840617179 |
| 2015-09-01 | 28.4675863691391 |
| 2015-10-01 | 28.6567934737276 |
| 2015-11-01 | 28.6872094698605 |
| 2015-12-01 | 28.6154597636394 |
| 2016-01-01 | 28.4509452740130 |
| 2016-02-01 | 28.2983752156461 |
| 2016-03-01 | 28.2988358123537 |
| 2016-04-01 | 28.3182213630240 |
| 2016-05-01 | 28.2316207821311 |
| 2016-06-01 | 27.9739838841144 |
| 2016-07-01 | 28.0023937845824 |
| 2016-08-01 | 28.0221184521680 |
| 2016-09-01 | 28.0689775389934 |
| 2016-10-01 | 28.0571167989100 |
| 2016-11-01 | 28.0917480384794 |
| 2016-12-01 | 28.2005336996482 |
| 2017-01-01 | 28.1362103278516 |
| 2017-02-01 | 28.1692517799287 |
| 2017-03-01 | 28.2835244189842 |
| 2017-04-01 | 28.3097182603261 |
| 2017-05-01 | 28.2657472213974 |
| 2017-06-01 | 28.5001595752169 |
| 2017-07-01 | 28.3094690469174 |
| 2017-08-01 | 28.3329488108693 |
| 2017-09-01 | 28.3752993782238 |
| 2017-10-01 | 28.2462628175754 |
| 2017-11-01 | 28.3002086869331 |
| 2017-12-01 | 28.1971903979654 |
| 2018-01-01 | 28.2094306959710 |
| 2018-02-01 | 28.2292056706861 |
| 2018-03-01 | 28.1679677104345 |
| 2018-04-01 | 28.0109971189036 |
| 2018-05-01 | 27.9058222746470 |
| 2018-06-01 | 27.9324343230983 |
| 2018-07-01 | 28.0136636942496 |
| 2018-08-01 | 27.8473790916169 |
| 2018-09-01 | 27.7868573132985 |
| 2018-10-01 | 27.6177445988828 |
| 2018-11-01 | 27.4990096858006 |
| 2018-12-01 | 27.3906243415467 |
| 2019-01-01 | 27.5838145813869 |
| 2019-02-01 | 27.5909101620986 |
| 2019-03-01 | 27.5596431687974 |
| 2019-04-01 | 27.6226064122343 |
| 2019-05-01 | 27.7499832650243 |
| 2019-06-01 | 27.7695842381582 |
| 2019-07-01 | 27.5101823753395 |
| 2019-08-01 | 27.5610796140628 |
| 2019-09-01 | 27.3952073355303 |
| 2019-10-01 | 27.3858810737078 |
| 2019-11-01 | 27.2914538577660 |
| 2019-12-01 | 27.1806503245815 |
| 2020-01-01 | 27.0560268016107 |
| 2020-02-01 | 26.9592806183956 |
| 2020-03-01 | 26.8594452623966 |
| 2020-04-01 | 26.0454288111047 |
| 2020-05-01 | 25.8822201193478 |
| 2020-06-01 | 25.9020581254150 |
| 2020-07-01 | 26.0194138490659 |
| 2020-08-01 | 25.8752734400720 |
| 2020-09-01 | 25.8963127752419 |
| 2020-10-01 | 26.0530304912593 |
| 2020-11-01 | 26.0695355381142 |
| 2020-12-01 | 26.0571929665315 |
| 2021-01-01 | 26.2408128637907 |
| 2021-02-01 | 26.2498039684000 |
| 2021-03-01 | 26.2674927887385 |
| 2021-04-01 | 25.9619148987160 |
| 2021-05-01 | 26.2084271004008 |
| 2021-06-01 | 26.1274997800412 |
| 2021-07-01 | 26.2245013249159 |
| 2021-08-01 | 26.2946942357560 |
| 2021-09-01 | 25.9875975349118 |
| 2021-10-01 | 26.4287281344413 |
| 2021-11-01 | 26.3428593883125 |
| 2021-12-01 | 26.4373349703305 |
| 2022-01-01 | 26.3280808894604 |
| 2022-02-01 | 26.4614674493616 |
| 2022-03-01 | 26.5771088345454 |
| 2022-04-01 | 26.3718256296747 |
| 2022-05-01 | 26.4181626477096 |
| 2022-06-01 | 26.1438266435556 |
| 2022-07-01 | 26.6332513704687 |
| 2022-08-01 | 26.7111179640981 |
| 2022-09-01 | 26.6679440657967 |
| 2022-10-01 | 26.6130269575361 |
| 2022-11-01 | 26.8179783273318 |
| 2022-12-01 | 26.8273305108356 |
| 2023-01-01 | 27.5291132687245 |
| 2023-02-01 | 27.4807830824816 |
| 2023-03-01 | 27.4894422970367 |
| 2023-04-01 | 27.4762526829164 |
| 2023-05-01 | 27.4174283151360 |
| 2023-06-01 | 27.4434971671540 |
| 2023-07-01 | 27.3327428377496 |
| 2023-08-01 | 27.3196569429470 |
| 2023-09-01 | 27.3523842177082 |
| 2023-10-01 | 27.2083857108362 |
| 2023-11-01 | 27.2012953736237 |
| 2023-12-01 | 27.2345069845854 |
| 2024-01-01 | 27.1302135180046 |
| 2024-02-01 | 27.1056762269596 |
| 2024-03-01 | 27.1014684478894 |
| 2024-04-01 | 27.1739373092322 |
| 2024-05-01 | 27.2004839332895 |
| 2024-06-01 | 27.3338508852768 |
| 2024-07-01 | 27.2355048836745 |
| 2024-08-01 | 27.2214812906839 |
| 2024-09-01 | 27.3411926609355 |
| 2024-10-01 | 27.4072705071235 |
| 2024-11-01 | 27.4938058663760 |
| 2024-12-01 | 27.3458287085459 |
| 2025-01-01 | 27.6376858115030 |
| 2025-02-01 | 27.6264754193103 |
| 2025-03-01 | 27.7128677659698 |
| 2025-04-01 | 27.7655100014719 |
| 2025-05-01 | 27.7834950726048 |
| 2025-06-01 | 27.7210864704358 |
| 2025-07-01 | 27.8307929692805 |
| 2025-08-01 | 27.8237741812626 |
| 2025-09-01 | 27.8406460845743 |
| 2025-10-01 | 27.9065871024496 |
| 2025-11-01 | 27.9904236793293 |
| 2025-12-01 | 27.7620755654101 |
| 2026-01-01 | 27.6396633930857 |
| 2026-02-01 | 27.8400482612381 |
| 2026-03-01 | 27.8158832291985 |
| 2026-04-01 | 27.8592103924630 |
| 2026-05-01 | 28.0680567859498 |
| 2026-06-01 | 27.9173754533296 |