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 2025-12-01 |
| Last Updated | 2026-01-28 1:57 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 | 22.5666620402040 |
| 1990-02-01 | 22.5597867815541 |
| 1990-03-01 | 22.4345475189921 |
| 1990-04-01 | 22.3303106067940 |
| 1990-05-01 | 22.1878651569192 |
| 1990-06-01 | 22.0424276531877 |
| 1990-07-01 | 22.4131788854978 |
| 1990-08-01 | 22.3707021875618 |
| 1990-09-01 | 22.4502384651115 |
| 1990-10-01 | 22.4176165686612 |
| 1990-11-01 | 22.5875219084857 |
| 1990-12-01 | 22.3359322193876 |
| 1991-01-01 | 21.9659835540114 |
| 1991-02-01 | 22.0599174938599 |
| 1991-03-01 | 22.0362347437426 |
| 1991-04-01 | 21.8345358029170 |
| 1991-05-01 | 21.7918258138346 |
| 1991-06-01 | 21.6428857633917 |
| 1991-07-01 | 21.4162734051669 |
| 1991-08-01 | 21.3701803537580 |
| 1991-09-01 | 21.2421580160887 |
| 1991-10-01 | 21.2097687323298 |
| 1991-11-01 | 21.1834229817825 |
| 1991-12-01 | 21.2394367892980 |
| 1992-01-01 | 21.3608050758117 |
| 1992-02-01 | 21.3681169801967 |
| 1992-03-01 | 21.2390942770744 |
| 1992-04-01 | 21.5466926616765 |
| 1992-05-01 | 21.5890276104132 |
| 1992-06-01 | 21.6458908622425 |
| 1992-07-01 | 21.7201923390825 |
| 1992-08-01 | 21.7631901619817 |
| 1992-09-01 | 21.5294753185135 |
| 1992-10-01 | 21.8024053846148 |
| 1992-11-01 | 21.8811148177044 |
| 1992-12-01 | 21.8466636202973 |
| 1993-01-01 | 21.8602421084375 |
| 1993-02-01 | 21.9757367988261 |
| 1993-03-01 | 21.8437688093619 |
| 1993-04-01 | 22.2518403523403 |
| 1993-05-01 | 22.0834870400379 |
| 1993-06-01 | 21.8529028147507 |
| 1993-07-01 | 22.1207233400964 |
| 1993-08-01 | 22.1561289909903 |
| 1993-09-01 | 22.1091673517545 |
| 1993-10-01 | 22.1108051634938 |
| 1993-11-01 | 21.9738386117255 |
| 1993-12-01 | 22.0564045150442 |
| 1994-01-01 | 21.9686268530436 |
| 1994-02-01 | 21.8782657937586 |
| 1994-03-01 | 21.8481052025767 |
| 1994-04-01 | 21.7504059175322 |
| 1994-05-01 | 21.6705665526481 |
| 1994-06-01 | 21.7659081710273 |
| 1994-07-01 | 21.7137757266788 |
| 1994-08-01 | 21.7405450276714 |
| 1994-09-01 | 21.8958477909670 |
| 1994-10-01 | 22.0368578980639 |
| 1994-11-01 | 22.0810557484387 |
| 1994-12-01 | 21.9593944891107 |
| 1995-01-01 | 22.0791973204378 |
| 1995-02-01 | 21.9714469850344 |
| 1995-03-01 | 22.0353958497060 |
| 1995-04-01 | 21.9387881146577 |
| 1995-05-01 | 22.0693556198732 |
| 1995-06-01 | 22.0763323657775 |
| 1995-07-01 | 22.2094413957576 |
| 1995-08-01 | 22.2312708153926 |
| 1995-09-01 | 22.2904508559682 |
| 1995-10-01 | 22.3750530706534 |
| 1995-11-01 | 22.3814407847360 |
| 1995-12-01 | 22.4617763027393 |
| 1996-01-01 | 22.4886538343737 |
| 1996-02-01 | 22.6548334933959 |
| 1996-03-01 | 22.5090183922526 |
| 1996-04-01 | 23.0259658564984 |
| 1996-05-01 | 22.9714355400043 |
| 1996-06-01 | 22.8878614037579 |
| 1996-07-01 | 22.6115222733406 |
| 1996-08-01 | 22.8233067784347 |
| 1996-09-01 | 22.9076093780825 |
| 1996-10-01 | 22.6068136920615 |
| 1996-11-01 | 22.7856365613265 |
| 1996-12-01 | 22.7542622586427 |
| 1997-01-01 | 22.6908137318331 |
| 1997-02-01 | 22.7346787611282 |
| 1997-03-01 | 22.6752906944027 |
| 1997-04-01 | 23.2011978422758 |
| 1997-05-01 | 22.9854556690380 |
| 1997-06-01 | 22.9965489312603 |
| 1997-07-01 | 23.2337300082344 |
| 1997-08-01 | 23.2294502069980 |
| 1997-09-01 | 23.1313001668500 |
| 1997-10-01 | 23.1274378563075 |
| 1997-11-01 | 23.1748972300389 |
| 1997-12-01 | 23.1428730216091 |
| 1998-01-01 | 23.4854228377507 |
| 1998-02-01 | 23.7094117278549 |
| 1998-03-01 | 23.5469387640902 |
| 1998-04-01 | 23.2736549024044 |
| 1998-05-01 | 23.3089942003355 |
| 1998-06-01 | 23.4108635125209 |
| 1998-07-01 | 23.3599446999303 |
| 1998-08-01 | 23.4417980562601 |
| 1998-09-01 | 23.4650764194294 |
| 1998-10-01 | 23.4266281340271 |
| 1998-11-01 | 23.4688689998187 |
| 1998-12-01 | 23.4241158065710 |
| 1999-01-01 | 23.3658651308170 |
| 1999-02-01 | 23.4932507287999 |
| 1999-03-01 | 23.4181832289752 |
| 1999-04-01 | 23.3526274650729 |
| 1999-05-01 | 23.3365609383481 |
| 1999-06-01 | 23.3203908162814 |
| 1999-07-01 | 23.2947679153268 |
| 1999-08-01 | 23.2633321891138 |
| 1999-09-01 | 23.1879436288769 |
| 1999-10-01 | 23.3115083388604 |
| 1999-11-01 | 23.2571778671893 |
| 1999-12-01 | 23.2195417974878 |
| 2000-01-01 | 23.1424708203206 |
| 2000-02-01 | 23.0757767140792 |
| 2000-03-01 | 23.2058393059226 |
| 2000-04-01 | 23.3421314942932 |
| 2000-05-01 | 23.3488108055318 |
| 2000-06-01 | 23.4322198191353 |
| 2000-07-01 | 23.4152131015657 |
| 2000-08-01 | 23.4775654778134 |
| 2000-09-01 | 23.6116026970304 |
| 2000-10-01 | 23.6891268288295 |
| 2000-11-01 | 23.7534405230219 |
| 2000-12-01 | 23.7210061030113 |
| 2001-01-01 | 23.7257401571249 |
| 2001-02-01 | 23.6698761116173 |
| 2001-03-01 | 23.6131111067224 |
| 2001-04-01 | 23.5316783190257 |
| 2001-05-01 | 23.3408361151044 |
| 2001-06-01 | 23.3360834067827 |
| 2001-07-01 | 23.3208807472912 |
| 2001-08-01 | 23.1847363619316 |
| 2001-09-01 | 23.4271522746635 |
| 2001-10-01 | 23.4713931123604 |
| 2001-11-01 | 23.5540507485581 |
| 2001-12-01 | 23.7389157218160 |
| 2002-01-01 | 23.8166738710445 |
| 2002-02-01 | 23.8639681025778 |
| 2002-03-01 | 24.2384337427579 |
| 2002-04-01 | 24.1246759317709 |
| 2002-05-01 | 24.3196917196204 |
| 2002-06-01 | 24.4385427002171 |
| 2002-07-01 | 24.6053362802158 |
| 2002-08-01 | 24.7732356643807 |
| 2002-09-01 | 25.0388759527861 |
| 2002-10-01 | 24.9643205686336 |
| 2002-11-01 | 25.0672743305039 |
| 2002-12-01 | 25.1689352689862 |
| 2003-01-01 | 25.6046465051576 |
| 2003-02-01 | 25.5629850817997 |
| 2003-03-01 | 25.5633481596057 |
| 2003-04-01 | 25.3283357342483 |
| 2003-05-01 | 25.5973996932496 |
| 2003-06-01 | 25.5332176890960 |
| 2003-07-01 | 25.4812059694355 |
| 2003-08-01 | 25.4556949793680 |
| 2003-09-01 | 25.3431412695912 |
| 2003-10-01 | 25.3605927693242 |
| 2003-11-01 | 25.3776194203597 |
| 2003-12-01 | 25.4160058203989 |
| 2004-01-01 | 25.2968487761947 |
| 2004-02-01 | 25.3514715213214 |
| 2004-03-01 | 25.3785411588215 |
| 2004-04-01 | 25.5405199267973 |
| 2004-05-01 | 25.5842473218516 |
| 2004-06-01 | 25.6244695445558 |
| 2004-07-01 | 25.6625469100883 |
| 2004-08-01 | 25.4413545644160 |
| 2004-09-01 | 25.5434886537875 |
| 2004-10-01 | 25.7498540926345 |
| 2004-11-01 | 25.6860277167715 |
| 2004-12-01 | 25.6567492144631 |
| 2005-01-01 | 25.5904241563841 |
| 2005-02-01 | 25.5428343375310 |
| 2005-03-01 | 25.5864227050205 |
| 2005-04-01 | 25.8495801588356 |
| 2005-05-01 | 25.7834846805980 |
| 2005-06-01 | 25.8208697762419 |
| 2005-07-01 | 25.9492678688651 |
| 2005-08-01 | 26.1400371204472 |
| 2005-09-01 | 26.2433041209406 |
| 2005-10-01 | 26.1307709883768 |
| 2005-11-01 | 26.2834926022493 |
| 2005-12-01 | 26.3872587687573 |
| 2006-01-01 | 26.6812359754392 |
| 2006-02-01 | 26.7355443574328 |
| 2006-03-01 | 26.7839069611515 |
| 2006-04-01 | 26.8605009382469 |
| 2006-05-01 | 26.9905354669839 |
| 2006-06-01 | 27.1247527962793 |
| 2006-07-01 | 27.2531564295263 |
| 2006-08-01 | 27.3435622209514 |
| 2006-09-01 | 27.4374911556441 |
| 2006-10-01 | 27.5108038600352 |
| 2006-11-01 | 27.6767466347025 |
| 2006-12-01 | 27.6983769230736 |
| 2007-01-01 | 27.8734487750082 |
| 2007-02-01 | 28.0391154548727 |
| 2007-03-01 | 28.1799814803743 |
| 2007-04-01 | 28.1678807573287 |
| 2007-05-01 | 28.1941987742552 |
| 2007-06-01 | 28.3294781387835 |
| 2007-07-01 | 28.2576151736625 |
| 2007-08-01 | 28.2555127440711 |
| 2007-09-01 | 28.3345521517692 |
| 2007-10-01 | 28.3946036092785 |
| 2007-11-01 | 28.2627691465952 |
| 2007-12-01 | 28.3068515572407 |
| 2008-01-01 | 28.2681205263763 |
| 2008-02-01 | 28.3500277239427 |
| 2008-03-01 | 28.2724303570918 |
| 2008-04-01 | 28.2739362168986 |
| 2008-05-01 | 27.9934077198991 |
| 2008-06-01 | 28.0239730513493 |
| 2008-07-01 | 28.1629422050889 |
| 2008-08-01 | 28.0638074592754 |
| 2008-09-01 | 27.9308007837762 |
| 2008-10-01 | 27.7901504400505 |
| 2008-11-01 | 27.6503056875336 |
| 2008-12-01 | 27.5081410163924 |
| 2009-01-01 | 27.2781717719920 |
| 2009-02-01 | 26.9728571446749 |
| 2009-03-01 | 26.6804401668919 |
| 2009-04-01 | 26.3625231294763 |
| 2009-05-01 | 26.1791924463203 |
| 2009-06-01 | 25.9040857690530 |
| 2009-07-01 | 25.6628848154321 |
| 2009-08-01 | 25.6652539587265 |
| 2009-09-01 | 25.5276900790374 |
| 2009-10-01 | 25.6033351870429 |
| 2009-11-01 | 25.5424060196137 |
| 2009-12-01 | 25.5143699566923 |
| 2010-01-01 | 25.3904319453820 |
| 2010-02-01 | 25.3978293405657 |
| 2010-03-01 | 25.3926583958605 |
| 2010-04-01 | 25.8516106901380 |
| 2010-05-01 | 25.9584054671354 |
| 2010-06-01 | 25.8751968204024 |
| 2010-07-01 | 25.9616885706373 |
| 2010-08-01 | 25.9522648720817 |
| 2010-09-01 | 25.9176421709333 |
| 2010-10-01 | 26.3314648961426 |
| 2010-11-01 | 26.4441029475440 |
| 2010-12-01 | 26.5171278867363 |
| 2011-01-01 | 26.8099584441572 |
| 2011-02-01 | 26.8250504562551 |
| 2011-03-01 | 26.9143911918648 |
| 2011-04-01 | 26.8354813937996 |
| 2011-05-01 | 26.8311589186577 |
| 2011-06-01 | 26.9417340976821 |
| 2011-07-01 | 27.0576070354919 |
| 2011-08-01 | 27.0349735525149 |
| 2011-09-01 | 27.0028684781276 |
| 2011-10-01 | 26.8712840531258 |
| 2011-11-01 | 26.9541945883498 |
| 2011-12-01 | 26.9222310785384 |
| 2012-01-01 | 26.9246771652033 |
| 2012-02-01 | 27.0346628217999 |
| 2012-03-01 | 27.1259232491805 |
| 2012-04-01 | 27.4330895800297 |
| 2012-05-01 | 27.5119146629063 |
| 2012-06-01 | 27.6164105506006 |
| 2012-07-01 | 27.4545086335116 |
| 2012-08-01 | 27.6200029637763 |
| 2012-09-01 | 27.6910995769343 |
| 2012-10-01 | 27.7037142902020 |
| 2012-11-01 | 27.7642979309616 |
| 2012-12-01 | 27.8078482022908 |
| 2013-01-01 | 27.9447115511289 |
| 2013-02-01 | 28.0404982196115 |
| 2013-03-01 | 28.1392062093906 |
| 2013-04-01 | 27.9239507802108 |
| 2013-05-01 | 27.8938560752792 |
| 2013-06-01 | 27.9064861061875 |
| 2013-07-01 | 27.9647483129525 |
| 2013-08-01 | 27.9105711134805 |
| 2013-09-01 | 27.8801913551410 |
| 2013-10-01 | 27.9317792405933 |
| 2013-11-01 | 27.8755632987367 |
| 2013-12-01 | 27.8800964526314 |
| 2014-01-01 | 27.7549755042208 |
| 2014-02-01 | 27.6334314784437 |
| 2014-03-01 | 27.6353117487060 |
| 2014-04-01 | 27.7237834589177 |
| 2014-05-01 | 27.7940802071458 |
| 2014-06-01 | 27.8116656752354 |
| 2014-07-01 | 27.8797317178301 |
| 2014-08-01 | 27.9105683191808 |
| 2014-09-01 | 27.8761027297660 |
| 2014-10-01 | 27.7465448655548 |
| 2014-11-01 | 27.7779371797115 |
| 2014-12-01 | 27.7432136207375 |
| 2015-01-01 | 28.1626087617233 |
| 2015-02-01 | 28.1267051870040 |
| 2015-03-01 | 28.1234178599191 |
| 2015-04-01 | 28.1185425477056 |
| 2015-05-01 | 28.3078146726607 |
| 2015-06-01 | 28.3239262551778 |
| 2015-07-01 | 28.3953905445457 |
| 2015-08-01 | 28.3172317538920 |
| 2015-09-01 | 28.4690276203263 |
| 2015-10-01 | 28.6581226101418 |
| 2015-11-01 | 28.6886843403995 |
| 2015-12-01 | 28.6198600639887 |
| 2016-01-01 | 28.4541311999425 |
| 2016-02-01 | 28.3011209401503 |
| 2016-03-01 | 28.3018256553652 |
| 2016-04-01 | 28.3210199204322 |
| 2016-05-01 | 28.2338675175127 |
| 2016-06-01 | 27.9375853697471 |
| 2016-07-01 | 28.0098562036565 |
| 2016-08-01 | 28.0262769091919 |
| 2016-09-01 | 28.0716071863604 |
| 2016-10-01 | 28.0597710780586 |
| 2016-11-01 | 28.0945893071283 |
| 2016-12-01 | 28.2043678694551 |
| 2017-01-01 | 28.1396312024244 |
| 2017-02-01 | 28.1721844329569 |
| 2017-03-01 | 28.2864322650679 |
| 2017-04-01 | 28.3124917948302 |
| 2017-05-01 | 28.2670978159421 |
| 2017-06-01 | 28.4576594730428 |
| 2017-07-01 | 28.3198321619981 |
| 2017-08-01 | 28.3374731895717 |
| 2017-09-01 | 28.3797166896110 |
| 2017-10-01 | 28.2510025868871 |
| 2017-11-01 | 28.3046796790233 |
| 2017-12-01 | 28.2000754225069 |
| 2018-01-01 | 28.2122882856833 |
| 2018-02-01 | 28.2314509035207 |
| 2018-03-01 | 28.1700467799437 |
| 2018-04-01 | 28.0136160504920 |
| 2018-05-01 | 27.9053554146519 |
| 2018-06-01 | 27.8882345234529 |
| 2018-07-01 | 28.0238762693828 |
| 2018-08-01 | 27.8499001647300 |
| 2018-09-01 | 27.7961193987957 |
| 2018-10-01 | 27.6305837973631 |
| 2018-11-01 | 27.5018410188591 |
| 2018-12-01 | 27.3910340753631 |
| 2019-01-01 | 27.5851848519191 |
| 2019-02-01 | 27.5924070982172 |
| 2019-03-01 | 27.5569220625000 |
| 2019-04-01 | 27.6253617466156 |
| 2019-05-01 | 27.7485790051894 |
| 2019-06-01 | 27.7310549142209 |
| 2019-07-01 | 27.5183690079633 |
| 2019-08-01 | 27.5600025614162 |
| 2019-09-01 | 27.4076997476629 |
| 2019-10-01 | 27.4104400921543 |
| 2019-11-01 | 27.2899808968750 |
| 2019-12-01 | 27.1765672322845 |
| 2020-01-01 | 27.0555410567306 |
| 2020-02-01 | 26.9595364809629 |
| 2020-03-01 | 26.8518746967104 |
| 2020-04-01 | 26.0497521411603 |
| 2020-05-01 | 25.8822232900324 |
| 2020-06-01 | 25.8712972208888 |
| 2020-07-01 | 26.0236201406156 |
| 2020-08-01 | 25.8711548964765 |
| 2020-09-01 | 25.9117068912032 |
| 2020-10-01 | 26.0885740802746 |
| 2020-11-01 | 26.0625454343361 |
| 2020-12-01 | 26.0481206746196 |
| 2021-01-01 | 26.2375617487306 |
| 2021-02-01 | 26.2469434218307 |
| 2021-03-01 | 26.2512021648358 |
| 2021-04-01 | 25.9738678312728 |
| 2021-05-01 | 26.2157519506208 |
| 2021-06-01 | 26.1040635102619 |
| 2021-07-01 | 26.2250802691561 |
| 2021-08-01 | 26.2899301996061 |
| 2021-09-01 | 26.0012262617899 |
| 2021-10-01 | 26.4662223062679 |
| 2021-11-01 | 26.3377546247604 |
| 2021-12-01 | 26.4181493610103 |
| 2022-01-01 | 26.3253380773713 |
| 2022-02-01 | 26.4517337416236 |
| 2022-03-01 | 26.5568081509405 |
| 2022-04-01 | 26.3952000874629 |
| 2022-05-01 | 26.4348369401393 |
| 2022-06-01 | 26.1188873038461 |
| 2022-07-01 | 26.6337723834686 |
| 2022-08-01 | 26.7059058654571 |
| 2022-09-01 | 26.6802545450371 |
| 2022-10-01 | 26.6536016763268 |
| 2022-11-01 | 26.8158570858609 |
| 2022-12-01 | 26.7924071409645 |
| 2023-01-01 | 27.5279576649704 |
| 2023-02-01 | 27.4664180410261 |
| 2023-03-01 | 27.4627309732501 |
| 2023-04-01 | 27.5123040386354 |
| 2023-05-01 | 27.4430539140044 |
| 2023-06-01 | 27.4166529091894 |
| 2023-07-01 | 27.3361588181170 |
| 2023-08-01 | 27.3175580077633 |
| 2023-09-01 | 27.3616241724303 |
| 2023-10-01 | 27.2460419828635 |
| 2023-11-01 | 27.2049074096996 |
| 2023-12-01 | 27.1814621379669 |
| 2024-01-01 | 27.1297113574819 |
| 2024-02-01 | 27.0863627559907 |
| 2024-03-01 | 27.0766911798038 |
| 2024-04-01 | 27.0178317901007 |
| 2024-05-01 | 27.0334398670324 |
| 2024-06-01 | 27.1033746981932 |
| 2024-07-01 | 27.1436526599356 |
| 2024-08-01 | 27.1232131706601 |
| 2024-09-01 | 27.2499239300753 |
| 2024-10-01 | 27.3414345621357 |
| 2024-11-01 | 27.2011297983477 |
| 2024-12-01 | 27.2788074405736 |
| 2025-01-01 | 27.2347135445990 |
| 2025-02-01 | 27.1042709061445 |
| 2025-03-01 | 27.1875322173835 |
| 2025-04-01 | 27.2153242537163 |
| 2025-05-01 | 27.4232994438366 |
| 2025-06-01 | 27.3906920850052 |
| 2025-07-01 | 27.1417459934541 |
| 2025-08-01 | 26.9302950927156 |
| 2025-09-01 | 27.0493633380641 |
| 2025-10-01 | 27.0326831024226 |
| 2025-11-01 | 27.1033813481560 |
| 2025-12-01 | 27.0848160397726 |