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 2026-09-01 |
| Last Updated | 2026-10-20 10:34 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 | 22.5631448552 |
| 1990-02-01 | 22.5023904983 |
| 1990-03-01 | 22.4487940832 |
| 1990-04-01 | 22.2988993920 |
| 1990-05-01 | 22.1683805093 |
| 1990-06-01 | 22.0358164685 |
| 1990-07-01 | 22.4170722724 |
| 1990-08-01 | 22.3862939938 |
| 1990-09-01 | 22.4769506973 |
| 1990-10-01 | 22.4557401808 |
| 1990-11-01 | 22.5846042480 |
| 1990-12-01 | 22.3551282181 |
| 1991-01-01 | 21.9617986713 |
| 1991-02-01 | 22.0081035477 |
| 1991-03-01 | 22.0495091675 |
| 1991-04-01 | 21.8058753975 |
| 1991-05-01 | 21.7742346028 |
| 1991-06-01 | 21.6367535484 |
| 1991-07-01 | 21.4195394220 |
| 1991-08-01 | 21.3837054077 |
| 1991-09-01 | 21.2653527772 |
| 1991-10-01 | 21.2428807490 |
| 1991-11-01 | 21.1801092630 |
| 1991-12-01 | 21.2555476657 |
| 1992-01-01 | 21.3578315001 |
| 1992-02-01 | 21.3238878217 |
| 1992-03-01 | 21.2534233770 |
| 1992-04-01 | 21.5228128951 |
| 1992-05-01 | 21.5750006127 |
| 1992-06-01 | 21.6408624395 |
| 1992-07-01 | 21.7232359014 |
| 1992-08-01 | 21.7735567122 |
| 1992-09-01 | 21.5460948195 |
| 1992-10-01 | 21.8250172122 |
| 1992-11-01 | 21.8807415779 |
| 1992-12-01 | 21.8562614464 |
| 1993-01-01 | 21.8573260268 |
| 1993-02-01 | 21.9463874576 |
| 1993-03-01 | 21.8566148636 |
| 1993-04-01 | 22.2344065740 |
| 1993-05-01 | 22.0739430584 |
| 1993-06-01 | 21.8493596930 |
| 1993-07-01 | 22.1228465923 |
| 1993-08-01 | 22.1626090700 |
| 1993-09-01 | 22.1189267069 |
| 1993-10-01 | 22.1234097187 |
| 1993-11-01 | 21.9750555946 |
| 1993-12-01 | 22.0605844782 |
| 1994-01-01 | 21.9666593862 |
| 1994-02-01 | 21.8623576676 |
| 1994-03-01 | 21.8586038534 |
| 1994-04-01 | 21.7393881443 |
| 1994-05-01 | 21.6655353135 |
| 1994-06-01 | 21.7638980206 |
| 1994-07-01 | 21.7151442526 |
| 1994-08-01 | 21.7435299428 |
| 1994-09-01 | 21.8996459724 |
| 1994-10-01 | 22.0411172683 |
| 1994-11-01 | 22.0834565253 |
| 1994-12-01 | 21.9595819313 |
| 1995-01-01 | 22.0772922890 |
| 1995-02-01 | 21.9682681908 |
| 1995-03-01 | 22.0405399696 |
| 1995-04-01 | 21.9331177702 |
| 1995-05-01 | 22.0676010890 |
| 1995-06-01 | 22.0754015363 |
| 1995-07-01 | 22.2096117672 |
| 1995-08-01 | 22.2319054585 |
| 1995-09-01 | 22.2915017865 |
| 1995-10-01 | 22.3766730519 |
| 1995-11-01 | 22.3821018111 |
| 1995-12-01 | 22.4618812980 |
| 1996-01-01 | 22.4884365549 |
| 1996-02-01 | 22.6545563455 |
| 1996-03-01 | 22.5109864373 |
| 1996-04-01 | 23.0230173805 |
| 1996-05-01 | 22.9712421056 |
| 1996-06-01 | 22.8875184524 |
| 1996-07-01 | 22.6115364249 |
| 1996-08-01 | 22.8232875323 |
| 1996-09-01 | 22.9077535112 |
| 1996-10-01 | 22.6074980390 |
| 1996-11-01 | 22.7858103063 |
| 1996-12-01 | 22.7544063707 |
| 1997-01-01 | 22.6910725139 |
| 1997-02-01 | 22.7350950068 |
| 1997-03-01 | 22.6757433088 |
| 1997-04-01 | 23.1989281752 |
| 1997-05-01 | 22.9856763438 |
| 1997-06-01 | 22.9965369538 |
| 1997-07-01 | 23.2339071236 |
| 1997-08-01 | 23.2294778854 |
| 1997-09-01 | 23.1314024969 |
| 1997-10-01 | 23.1280000613 |
| 1997-11-01 | 23.1750301101 |
| 1997-12-01 | 23.1430065868 |
| 1998-01-01 | 23.4855765048 |
| 1998-02-01 | 23.7095651881 |
| 1998-03-01 | 23.5470828985 |
| 1998-04-01 | 23.2716679365 |
| 1998-05-01 | 23.3091730096 |
| 1998-06-01 | 23.4109987573 |
| 1998-07-01 | 23.3602537666 |
| 1998-08-01 | 23.4419661845 |
| 1998-09-01 | 23.4652297149 |
| 1998-10-01 | 23.4270302664 |
| 1998-11-01 | 23.4689478174 |
| 1998-12-01 | 23.4241807262 |
| 1999-01-01 | 23.3659341445 |
| 1999-02-01 | 23.4933001470 |
| 1999-03-01 | 23.4182417114 |
| 1999-04-01 | 23.3511608707 |
| 1999-05-01 | 23.3367016138 |
| 1999-06-01 | 23.3205300158 |
| 1999-07-01 | 23.2950087890 |
| 1999-08-01 | 23.2635197660 |
| 1999-09-01 | 23.1881106049 |
| 1999-10-01 | 23.3117299751 |
| 1999-11-01 | 23.2572029070 |
| 1999-12-01 | 23.2195604047 |
| 2000-01-01 | 23.1424922945 |
| 2000-02-01 | 23.0757564156 |
| 2000-03-01 | 23.2057981965 |
| 2000-04-01 | 23.3414361008 |
| 2000-05-01 | 23.3488315459 |
| 2000-06-01 | 23.4322810094 |
| 2000-07-01 | 23.4153293498 |
| 2000-08-01 | 23.4777432337 |
| 2000-09-01 | 23.6117568945 |
| 2000-10-01 | 23.6891844642 |
| 2000-11-01 | 23.7534595136 |
| 2000-12-01 | 23.7210012819 |
| 2001-01-01 | 23.7257378801 |
| 2001-02-01 | 23.6698546158 |
| 2001-03-01 | 23.6130606752 |
| 2001-04-01 | 23.5313588755 |
| 2001-05-01 | 23.3408398803 |
| 2001-06-01 | 23.3361098512 |
| 2001-07-01 | 23.3209273130 |
| 2001-08-01 | 23.1848577016 |
| 2001-09-01 | 23.4272812166 |
| 2001-10-01 | 23.4714049214 |
| 2001-11-01 | 23.5540429475 |
| 2001-12-01 | 23.7388903124 |
| 2002-01-01 | 23.8166609970 |
| 2002-02-01 | 23.8639437711 |
| 2002-03-01 | 24.2383604079 |
| 2002-04-01 | 24.1246350941 |
| 2002-05-01 | 24.3196645302 |
| 2002-06-01 | 24.4385347387 |
| 2002-07-01 | 24.6053458479 |
| 2002-08-01 | 24.7733235659 |
| 2002-09-01 | 25.0389695435 |
| 2002-10-01 | 24.9643111464 |
| 2002-11-01 | 25.0672645992 |
| 2002-12-01 | 25.1689056013 |
| 2003-01-01 | 25.6046328416 |
| 2003-02-01 | 25.5629736613 |
| 2003-03-01 | 25.5633016335 |
| 2003-04-01 | 25.3283253417 |
| 2003-05-01 | 25.5973924487 |
| 2003-06-01 | 25.5332122913 |
| 2003-07-01 | 25.4812024421 |
| 2003-08-01 | 25.4557470763 |
| 2003-09-01 | 25.3432247839 |
| 2003-10-01 | 25.3605747591 |
| 2003-11-01 | 25.3776088939 |
| 2003-12-01 | 25.4159769691 |
| 2004-01-01 | 25.2968363554 |
| 2004-02-01 | 25.3514636308 |
| 2004-03-01 | 25.3785142160 |
| 2004-04-01 | 25.5405199534 |
| 2004-05-01 | 25.5842470712 |
| 2004-06-01 | 25.6244676526 |
| 2004-07-01 | 25.6625437602 |
| 2004-08-01 | 25.4413845556 |
| 2004-09-01 | 25.5435447194 |
| 2004-10-01 | 25.7498391116 |
| 2004-11-01 | 25.6860207630 |
| 2004-12-01 | 25.6567297021 |
| 2005-01-01 | 25.5904147890 |
| 2005-02-01 | 25.5428287214 |
| 2005-03-01 | 25.5864086582 |
| 2005-04-01 | 25.8495802738 |
| 2005-05-01 | 25.7834841496 |
| 2005-06-01 | 25.8208714269 |
| 2005-07-01 | 25.9492695569 |
| 2005-08-01 | 26.1400505867 |
| 2005-09-01 | 26.2433359067 |
| 2005-10-01 | 26.1307613315 |
| 2005-11-01 | 26.2834894521 |
| 2005-12-01 | 26.3872484057 |
| 2006-01-01 | 26.6812299493 |
| 2006-02-01 | 26.7355399177 |
| 2006-03-01 | 26.7839035237 |
| 2006-04-01 | 26.8604987171 |
| 2006-05-01 | 26.9905324221 |
| 2006-06-01 | 27.1247535694 |
| 2006-07-01 | 27.2531614739 |
| 2006-08-01 | 27.3435737957 |
| 2006-09-01 | 27.4374960491 |
| 2006-10-01 | 27.5108008138 |
| 2006-11-01 | 27.6767476347 |
| 2006-12-01 | 27.6983762697 |
| 2007-01-01 | 27.8734464429 |
| 2007-02-01 | 28.0391150252 |
| 2007-03-01 | 28.1799774479 |
| 2007-04-01 | 28.1678796193 |
| 2007-05-01 | 28.1941810024 |
| 2007-06-01 | 28.3294811091 |
| 2007-07-01 | 28.2576224637 |
| 2007-08-01 | 28.2555176260 |
| 2007-09-01 | 28.3345585186 |
| 2007-10-01 | 28.3946054488 |
| 2007-11-01 | 28.2627773209 |
| 2007-12-01 | 28.3068587490 |
| 2008-01-01 | 28.2681212742 |
| 2008-02-01 | 28.3500224485 |
| 2008-03-01 | 28.2724143025 |
| 2008-04-01 | 28.2739291948 |
| 2008-05-01 | 27.9933736687 |
| 2008-06-01 | 28.0239808743 |
| 2008-07-01 | 28.1629576538 |
| 2008-08-01 | 28.0638114368 |
| 2008-09-01 | 27.9308152093 |
| 2008-10-01 | 27.7901645425 |
| 2008-11-01 | 27.6503313406 |
| 2008-12-01 | 27.5081610894 |
| 2009-01-01 | 27.2781696290 |
| 2009-02-01 | 26.9728320232 |
| 2009-03-01 | 26.6803907315 |
| 2009-04-01 | 26.3624824815 |
| 2009-05-01 | 26.1791303409 |
| 2009-06-01 | 25.9041434584 |
| 2009-07-01 | 25.6629138563 |
| 2009-08-01 | 25.6652758614 |
| 2009-09-01 | 25.5277357311 |
| 2009-10-01 | 25.6033736545 |
| 2009-11-01 | 25.5424288573 |
| 2009-12-01 | 25.5143772528 |
| 2010-01-01 | 25.3904327610 |
| 2010-02-01 | 25.3978340292 |
| 2010-03-01 | 25.3923627621 |
| 2010-04-01 | 25.8516072182 |
| 2010-05-01 | 25.9583728567 |
| 2010-06-01 | 25.8753215218 |
| 2010-07-01 | 25.9617506376 |
| 2010-08-01 | 25.9523556609 |
| 2010-09-01 | 25.9177695456 |
| 2010-10-01 | 26.3315503762 |
| 2010-11-01 | 26.4441002383 |
| 2010-12-01 | 26.5170458137 |
| 2011-01-01 | 26.8098532602 |
| 2011-02-01 | 26.8249598420 |
| 2011-03-01 | 26.9137746351 |
| 2011-04-01 | 26.8355464485 |
| 2011-05-01 | 26.8312752110 |
| 2011-06-01 | 26.9421062265 |
| 2011-07-01 | 27.0578606957 |
| 2011-08-01 | 27.0351815740 |
| 2011-09-01 | 27.0030833606 |
| 2011-10-01 | 26.8714936636 |
| 2011-11-01 | 26.9543336053 |
| 2011-12-01 | 26.9213013159 |
| 2012-01-01 | 26.9243896596 |
| 2012-02-01 | 27.0343146665 |
| 2012-03-01 | 27.1248136686 |
| 2012-04-01 | 27.4332815046 |
| 2012-05-01 | 27.5125869787 |
| 2012-06-01 | 27.6175297694 |
| 2012-07-01 | 27.4554085176 |
| 2012-08-01 | 27.6200865054 |
| 2012-09-01 | 27.6913525477 |
| 2012-10-01 | 27.7038976936 |
| 2012-11-01 | 27.7645106575 |
| 2012-12-01 | 27.8058245351 |
| 2013-01-01 | 27.9438462863 |
| 2013-02-01 | 28.0396506616 |
| 2013-03-01 | 28.1376213734 |
| 2013-04-01 | 27.9236994748 |
| 2013-05-01 | 27.8941273463 |
| 2013-06-01 | 27.9128480702 |
| 2013-07-01 | 27.9652716046 |
| 2013-08-01 | 27.9098668380 |
| 2013-09-01 | 27.8801881933 |
| 2013-10-01 | 27.9317827792 |
| 2013-11-01 | 27.8756227369 |
| 2013-12-01 | 27.8767690929 |
| 2014-01-01 | 27.7533422348 |
| 2014-02-01 | 27.6320073018 |
| 2014-03-01 | 27.6331280532 |
| 2014-04-01 | 27.7226422789 |
| 2014-05-01 | 27.7930593794 |
| 2014-06-01 | 27.8276401308 |
| 2014-07-01 | 27.8787577229 |
| 2014-08-01 | 27.9083401468 |
| 2014-09-01 | 27.8754535826 |
| 2014-10-01 | 27.7460335209 |
| 2014-11-01 | 27.7773281615 |
| 2014-12-01 | 27.7390899553 |
| 2015-01-01 | 28.1601807203 |
| 2015-02-01 | 28.1245781482 |
| 2015-03-01 | 28.1207858727 |
| 2015-04-01 | 28.1166095087 |
| 2015-05-01 | 28.3059315624 |
| 2015-06-01 | 28.3502000328 |
| 2015-07-01 | 28.3912512901 |
| 2015-08-01 | 28.3141836593 |
| 2015-09-01 | 28.4675875751 |
| 2015-10-01 | 28.6567958220 |
| 2015-11-01 | 28.6872105705 |
| 2015-12-01 | 28.6154759236 |
| 2016-01-01 | 28.4509630638 |
| 2016-02-01 | 28.2983995006 |
| 2016-03-01 | 28.2988601674 |
| 2016-04-01 | 28.3182396457 |
| 2016-05-01 | 28.2316455254 |
| 2016-06-01 | 27.9738688325 |
| 2016-07-01 | 28.0023191194 |
| 2016-08-01 | 28.0221295721 |
| 2016-09-01 | 28.0689916834 |
| 2016-10-01 | 28.0571328611 |
| 2016-11-01 | 28.0917661051 |
| 2016-12-01 | 28.2005810390 |
| 2017-01-01 | 28.1362456433 |
| 2017-02-01 | 28.1692894631 |
| 2017-03-01 | 28.2835511356 |
| 2017-04-01 | 28.3097270740 |
| 2017-05-01 | 28.2657671755 |
| 2017-06-01 | 28.4999068242 |
| 2017-07-01 | 28.3093244332 |
| 2017-08-01 | 28.3329838676 |
| 2017-09-01 | 28.3753835050 |
| 2017-10-01 | 28.2463645640 |
| 2017-11-01 | 28.3002975463 |
| 2017-12-01 | 28.1972959837 |
| 2018-01-01 | 28.2094706033 |
| 2018-02-01 | 28.2292043805 |
| 2018-03-01 | 28.1679308175 |
| 2018-04-01 | 28.0110230920 |
| 2018-05-01 | 27.9058142340 |
| 2018-06-01 | 27.9318692225 |
| 2018-07-01 | 28.0134584704 |
| 2018-08-01 | 27.8474073057 |
| 2018-09-01 | 27.7871912153 |
| 2018-10-01 | 27.6179908796 |
| 2018-11-01 | 27.4992401477 |
| 2018-12-01 | 27.3908111973 |
| 2019-01-01 | 27.5839074996 |
| 2019-02-01 | 27.5910140267 |
| 2019-03-01 | 27.5593724655 |
| 2019-04-01 | 27.6224209448 |
| 2019-05-01 | 27.7499606531 |
| 2019-06-01 | 27.7687386318 |
| 2019-07-01 | 27.5097117260 |
| 2019-08-01 | 27.5608597195 |
| 2019-09-01 | 27.3954494893 |
| 2019-10-01 | 27.3877156287 |
| 2019-11-01 | 27.2914636041 |
| 2019-12-01 | 27.1807759575 |
| 2020-01-01 | 27.0561999177 |
| 2020-02-01 | 26.9595724781 |
| 2020-03-01 | 26.8589125910 |
| 2020-04-01 | 26.0449374879 |
| 2020-05-01 | 25.8820270130 |
| 2020-06-01 | 25.9007206943 |
| 2020-07-01 | 26.0186173926 |
| 2020-08-01 | 25.8748434434 |
| 2020-09-01 | 25.8965794125 |
| 2020-10-01 | 26.0565223342 |
| 2020-11-01 | 26.0692902760 |
| 2020-12-01 | 26.0573923713 |
| 2021-01-01 | 26.2414476900 |
| 2021-02-01 | 26.2505437064 |
| 2021-03-01 | 26.2669204819 |
| 2021-04-01 | 25.9613626875 |
| 2021-05-01 | 26.2085683313 |
| 2021-06-01 | 26.1216405871 |
| 2021-07-01 | 26.2240007204 |
| 2021-08-01 | 26.2946028745 |
| 2021-09-01 | 25.9881435681 |
| 2021-10-01 | 26.4343335228 |
| 2021-11-01 | 26.3430536984 |
| 2021-12-01 | 26.4384457763 |
| 2022-01-01 | 26.3296875708 |
| 2022-02-01 | 26.4630382153 |
| 2022-03-01 | 26.5767139162 |
| 2022-04-01 | 26.3705220479 |
| 2022-05-01 | 26.4170155712 |
| 2022-06-01 | 26.1318315386 |
| 2022-07-01 | 26.6319220184 |
| 2022-08-01 | 26.7113604776 |
| 2022-09-01 | 26.6704042121 |
| 2022-10-01 | 26.6220062673 |
| 2022-11-01 | 26.8174360635 |
| 2022-12-01 | 26.8313092085 |
| 2023-01-01 | 27.5334874019 |
| 2023-02-01 | 27.4844562082 |
| 2023-03-01 | 27.4895340015 |
| 2023-04-01 | 27.4736821885 |
| 2023-05-01 | 27.4120820641 |
| 2023-06-01 | 27.4217292742 |
| 2023-07-01 | 27.3280929743 |
| 2023-08-01 | 27.3208364172 |
| 2023-09-01 | 27.3565214199 |
| 2023-10-01 | 27.2253177666 |
| 2023-11-01 | 27.2023229787 |
| 2023-12-01 | 27.2425253909 |
| 2024-01-01 | 27.1379144678 |
| 2024-02-01 | 27.1117494343 |
| 2024-03-01 | 27.1017535646 |
| 2024-04-01 | 27.1684631973 |
| 2024-05-01 | 27.1880387648 |
| 2024-06-01 | 27.3032620070 |
| 2024-07-01 | 27.2249573509 |
| 2024-08-01 | 27.2209041632 |
| 2024-09-01 | 27.3514448470 |
| 2024-10-01 | 27.4326363264 |
| 2024-11-01 | 27.4966903741 |
| 2024-12-01 | 27.3583727275 |
| 2025-01-01 | 27.6491191515 |
| 2025-02-01 | 27.6349034618 |
| 2025-03-01 | 27.7132395514 |
| 2025-04-01 | 27.7574638261 |
| 2025-05-01 | 27.7641093094 |
| 2025-06-01 | 27.6803085551 |
| 2025-07-01 | 27.8137609041 |
| 2025-08-01 | 27.8212866612 |
| 2025-09-01 | 27.8580499918 |
| 2025-10-01 | 27.9397536434 |
| 2025-11-01 | 27.9972231319 |
| 2025-12-01 | 27.7782742423 |
| 2026-01-01 | 27.6535609223 |
| 2026-02-01 | 27.8499970040 |
| 2026-03-01 | 27.8160978350 |
| 2026-04-01 | 27.8484999827 |
| 2026-05-01 | 28.0430128012 |
| 2026-06-01 | 27.8716007547 |
| 2026-07-01 | 28.0045180006 |
| 2026-08-01 | 27.7192729584 |
| 2026-09-01 | 27.4681426675 |