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 2026-07-01 |
| Last Updated | 2026-08-21 6:36 PM 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 | 22.5631448736607 |
| 1990-02-01 | 22.5023905108965 |
| 1990-03-01 | 22.4487940773743 |
| 1990-04-01 | 22.2988993971310 |
| 1990-05-01 | 22.1683805112185 |
| 1990-06-01 | 22.0358164672970 |
| 1990-07-01 | 22.4170722692074 |
| 1990-08-01 | 22.3862939885512 |
| 1990-09-01 | 22.4769506899559 |
| 1990-10-01 | 22.4557401704535 |
| 1990-11-01 | 22.5846042333242 |
| 1990-12-01 | 22.3551282298311 |
| 1991-01-01 | 21.9617986880323 |
| 1991-02-01 | 22.0081035590252 |
| 1991-03-01 | 22.0495091621033 |
| 1991-04-01 | 21.8058754020095 |
| 1991-05-01 | 21.7742346043702 |
| 1991-06-01 | 21.6367535472448 |
| 1991-07-01 | 21.4195394193463 |
| 1991-08-01 | 21.3837054032754 |
| 1991-09-01 | 21.2653527710422 |
| 1991-10-01 | 21.2428807400749 |
| 1991-11-01 | 21.1801092503708 |
| 1991-12-01 | 21.2555476763302 |
| 1992-01-01 | 21.3578315137188 |
| 1992-02-01 | 21.3238878310253 |
| 1992-03-01 | 21.2534233716303 |
| 1992-04-01 | 21.5228128988183 |
| 1992-05-01 | 21.5750006137579 |
| 1992-06-01 | 21.6408624383852 |
| 1992-07-01 | 21.7232358995125 |
| 1992-08-01 | 21.7735567089180 |
| 1992-09-01 | 21.5460948149657 |
| 1992-10-01 | 21.8250172061351 |
| 1992-11-01 | 21.8807415700629 |
| 1992-12-01 | 21.8562614533298 |
| 1993-01-01 | 21.8573260360596 |
| 1993-02-01 | 21.9463874646874 |
| 1993-03-01 | 21.8566148573575 |
| 1993-04-01 | 22.2344065772094 |
| 1993-05-01 | 22.0739430593244 |
| 1993-06-01 | 21.8493596921875 |
| 1993-07-01 | 22.1228465911744 |
| 1993-08-01 | 22.1626090681054 |
| 1993-09-01 | 22.1189267042716 |
| 1993-10-01 | 22.1234097153287 |
| 1993-11-01 | 21.9750555910267 |
| 1993-12-01 | 22.0605844818541 |
| 1994-01-01 | 21.9666593911612 |
| 1994-02-01 | 21.8623576717278 |
| 1994-03-01 | 21.8586038483877 |
| 1994-04-01 | 21.7393881464982 |
| 1994-05-01 | 21.6655353138982 |
| 1994-06-01 | 21.7638980200680 |
| 1994-07-01 | 21.7151442521606 |
| 1994-08-01 | 21.7435299421613 |
| 1994-09-01 | 21.8996459713373 |
| 1994-10-01 | 22.0411172672382 |
| 1994-11-01 | 22.0834565249449 |
| 1994-12-01 | 21.9595819320345 |
| 1995-01-01 | 22.0772922905453 |
| 1995-02-01 | 21.9682681925510 |
| 1995-03-01 | 22.0405399663902 |
| 1995-04-01 | 21.9331177716623 |
| 1995-05-01 | 22.0676010892443 |
| 1995-06-01 | 22.0754015361423 |
| 1995-07-01 | 22.2096117672196 |
| 1995-08-01 | 22.2319054584592 |
| 1995-09-01 | 22.2915017862981 |
| 1995-10-01 | 22.3766730515862 |
| 1995-11-01 | 22.3821018110792 |
| 1995-12-01 | 22.4618812981986 |
| 1996-01-01 | 22.4884365550592 |
| 1996-02-01 | 22.6545563455165 |
| 1996-03-01 | 22.5109864367433 |
| 1996-04-01 | 23.0230173811681 |
| 1996-05-01 | 22.9712421054914 |
| 1996-06-01 | 22.8875184523415 |
| 1996-07-01 | 22.6115364249978 |
| 1996-08-01 | 22.8232875323536 |
| 1996-09-01 | 22.9077535112703 |
| 1996-10-01 | 22.6074980389573 |
| 1996-11-01 | 22.7858103062630 |
| 1996-12-01 | 22.7544063706786 |
| 1997-01-01 | 22.6910725138104 |
| 1997-02-01 | 22.7350950066373 |
| 1997-03-01 | 22.6757433085529 |
| 1997-04-01 | 23.1989281759623 |
| 1997-05-01 | 22.9856763437170 |
| 1997-06-01 | 22.9965369538286 |
| 1997-07-01 | 23.2339071236234 |
| 1997-08-01 | 23.2294778854265 |
| 1997-09-01 | 23.1314024968240 |
| 1997-10-01 | 23.1280000611613 |
| 1997-11-01 | 23.1750301100194 |
| 1997-12-01 | 23.1430065866835 |
| 1998-01-01 | 23.4855765047409 |
| 1998-02-01 | 23.7095651880535 |
| 1998-03-01 | 23.5470828983944 |
| 1998-04-01 | 23.2716679372081 |
| 1998-05-01 | 23.3091730095589 |
| 1998-06-01 | 23.4109987572464 |
| 1998-07-01 | 23.3602537665459 |
| 1998-08-01 | 23.4419661843939 |
| 1998-09-01 | 23.4652297148528 |
| 1998-10-01 | 23.4270302663462 |
| 1998-11-01 | 23.4689478174022 |
| 1998-12-01 | 23.4241807261776 |
| 1999-01-01 | 23.3659341444256 |
| 1999-02-01 | 23.4933001469741 |
| 1999-03-01 | 23.4182417113812 |
| 1999-04-01 | 23.3511608712102 |
| 1999-05-01 | 23.3367016137672 |
| 1999-06-01 | 23.3205300157615 |
| 1999-07-01 | 23.2950087889304 |
| 1999-08-01 | 23.2635197659847 |
| 1999-09-01 | 23.1881106048466 |
| 1999-10-01 | 23.3117299750069 |
| 1999-11-01 | 23.2572029069834 |
| 1999-12-01 | 23.2195604047246 |
| 2000-01-01 | 23.1424922945349 |
| 2000-02-01 | 23.0757564156409 |
| 2000-03-01 | 23.2057981965394 |
| 2000-04-01 | 23.3414361011040 |
| 2000-05-01 | 23.3488315458738 |
| 2000-06-01 | 23.4322810093933 |
| 2000-07-01 | 23.4153293497300 |
| 2000-08-01 | 23.4777432336274 |
| 2000-09-01 | 23.6117568944684 |
| 2000-10-01 | 23.6891844642042 |
| 2000-11-01 | 23.7534595135538 |
| 2000-12-01 | 23.7210012819190 |
| 2001-01-01 | 23.7257378801434 |
| 2001-02-01 | 23.6698546158028 |
| 2001-03-01 | 23.6130606751794 |
| 2001-04-01 | 23.5313588756277 |
| 2001-05-01 | 23.3408398802817 |
| 2001-06-01 | 23.3361098512037 |
| 2001-07-01 | 23.3209273129823 |
| 2001-08-01 | 23.1848577015650 |
| 2001-09-01 | 23.4272812165396 |
| 2001-10-01 | 23.4714049214162 |
| 2001-11-01 | 23.5540429475453 |
| 2001-12-01 | 23.7388903124413 |
| 2002-01-01 | 23.8166609970102 |
| 2002-02-01 | 23.8639437711088 |
| 2002-03-01 | 24.2383604079219 |
| 2002-04-01 | 24.1246350941159 |
| 2002-05-01 | 24.3196645302291 |
| 2002-06-01 | 24.4385347387405 |
| 2002-07-01 | 24.6053458478842 |
| 2002-08-01 | 24.7733235658267 |
| 2002-09-01 | 25.0389695434951 |
| 2002-10-01 | 24.9643111464301 |
| 2002-11-01 | 25.0672645991850 |
| 2002-12-01 | 25.1689056013238 |
| 2003-01-01 | 25.6046328417070 |
| 2003-02-01 | 25.5629736613277 |
| 2003-03-01 | 25.5633016334684 |
| 2003-04-01 | 25.3283253416757 |
| 2003-05-01 | 25.5973924486261 |
| 2003-06-01 | 25.5332122912402 |
| 2003-07-01 | 25.4812024420831 |
| 2003-08-01 | 25.4557470762722 |
| 2003-09-01 | 25.3432247838626 |
| 2003-10-01 | 25.3605747592357 |
| 2003-11-01 | 25.3776088939319 |
| 2003-12-01 | 25.4159769690778 |
| 2004-01-01 | 25.2968363556894 |
| 2004-02-01 | 25.3514636308299 |
| 2004-03-01 | 25.3785142159748 |
| 2004-04-01 | 25.5405199532116 |
| 2004-05-01 | 25.5842470710863 |
| 2004-06-01 | 25.6244676525271 |
| 2004-07-01 | 25.6625437601620 |
| 2004-08-01 | 25.4413845554445 |
| 2004-09-01 | 25.5435447192512 |
| 2004-10-01 | 25.7498391118351 |
| 2004-11-01 | 25.6860207631003 |
| 2004-12-01 | 25.6567297023105 |
| 2005-01-01 | 25.5904147896812 |
| 2005-02-01 | 25.5428287215445 |
| 2005-03-01 | 25.5864086579703 |
| 2005-04-01 | 25.8495802732721 |
| 2005-05-01 | 25.7834841484135 |
| 2005-06-01 | 25.8208714269398 |
| 2005-07-01 | 25.9492695568245 |
| 2005-08-01 | 26.1400505867084 |
| 2005-09-01 | 26.2433359066512 |
| 2005-10-01 | 26.1307613318479 |
| 2005-11-01 | 26.2834894526501 |
| 2005-12-01 | 26.3872484066150 |
| 2006-01-01 | 26.6812299507798 |
| 2006-02-01 | 26.7355399182460 |
| 2006-03-01 | 26.7839035230395 |
| 2006-04-01 | 26.8604987153209 |
| 2006-05-01 | 26.9905324188250 |
| 2006-06-01 | 27.1247535685773 |
| 2006-07-01 | 27.2531614754071 |
| 2006-08-01 | 27.3435737959545 |
| 2006-09-01 | 27.4374960494466 |
| 2006-10-01 | 27.5108008142746 |
| 2006-11-01 | 27.6767476358168 |
| 2006-12-01 | 27.6983762713701 |
| 2007-01-01 | 27.8734464448083 |
| 2007-02-01 | 28.0391150266903 |
| 2007-03-01 | 28.1799774475275 |
| 2007-04-01 | 28.1678796195738 |
| 2007-05-01 | 28.1941809866319 |
| 2007-06-01 | 28.3294811109915 |
| 2007-07-01 | 28.2576224680985 |
| 2007-08-01 | 28.2555176270819 |
| 2007-09-01 | 28.3345585186899 |
| 2007-10-01 | 28.3946054524048 |
| 2007-11-01 | 28.2627773265493 |
| 2007-12-01 | 28.3068587532514 |
| 2008-01-01 | 28.2681212748312 |
| 2008-02-01 | 28.3500224459400 |
| 2008-03-01 | 28.2724142964520 |
| 2008-04-01 | 28.2739291936578 |
| 2008-05-01 | 27.9933736414938 |
| 2008-06-01 | 28.0239808814069 |
| 2008-07-01 | 28.1629576635949 |
| 2008-08-01 | 28.0638114401100 |
| 2008-09-01 | 27.9308152117813 |
| 2008-10-01 | 27.7901645520791 |
| 2008-11-01 | 27.6503313560475 |
| 2008-12-01 | 27.5081611007779 |
| 2009-01-01 | 27.2781696253288 |
| 2009-02-01 | 26.9728320053423 |
| 2009-03-01 | 26.6803907031394 |
| 2009-04-01 | 26.3624824974816 |
| 2009-05-01 | 26.1791302890740 |
| 2009-06-01 | 25.9041434929771 |
| 2009-07-01 | 25.6629138601688 |
| 2009-08-01 | 25.6652758499720 |
| 2009-09-01 | 25.5277357264690 |
| 2009-10-01 | 25.6033736770854 |
| 2009-11-01 | 25.5424288916488 |
| 2009-12-01 | 25.5143772904597 |
| 2010-01-01 | 25.3904327912511 |
| 2010-02-01 | 25.3978340498500 |
| 2010-03-01 | 25.3923625434461 |
| 2010-04-01 | 25.8516072996511 |
| 2010-05-01 | 25.9583728192011 |
| 2010-06-01 | 25.8753215762812 |
| 2010-07-01 | 25.9617506152559 |
| 2010-08-01 | 25.9523556195932 |
| 2010-09-01 | 25.9177695332498 |
| 2010-10-01 | 26.3315504317926 |
| 2010-11-01 | 26.4441003291985 |
| 2010-12-01 | 26.5170458985602 |
| 2011-01-01 | 26.8098533020635 |
| 2011-02-01 | 26.8249598164755 |
| 2011-03-01 | 26.9137741401845 |
| 2011-04-01 | 26.8355465956833 |
| 2011-05-01 | 26.8312752926910 |
| 2011-06-01 | 26.9421064224600 |
| 2011-07-01 | 27.0578607063024 |
| 2011-08-01 | 27.0351815122257 |
| 2011-09-01 | 27.0030832954839 |
| 2011-10-01 | 26.8714936526621 |
| 2011-11-01 | 26.9543335905545 |
| 2011-12-01 | 26.9213018451932 |
| 2012-01-01 | 26.9243894985699 |
| 2012-02-01 | 27.0343143054979 |
| 2012-03-01 | 27.1248127269099 |
| 2012-04-01 | 27.4332816959656 |
| 2012-05-01 | 27.5125874082615 |
| 2012-06-01 | 27.6175304521445 |
| 2012-07-01 | 27.4554089514162 |
| 2012-08-01 | 27.6200861086096 |
| 2012-09-01 | 27.6913525589493 |
| 2012-10-01 | 27.7038977657924 |
| 2012-11-01 | 27.7645107749522 |
| 2012-12-01 | 27.8058254561860 |
| 2013-01-01 | 27.9438454547387 |
| 2013-02-01 | 28.0396492964437 |
| 2013-03-01 | 28.1376190608576 |
| 2013-04-01 | 27.9236983406009 |
| 2013-05-01 | 27.8941270861851 |
| 2013-06-01 | 27.9128538174720 |
| 2013-07-01 | 27.9652729103273 |
| 2013-08-01 | 27.9098671279271 |
| 2013-09-01 | 27.8801893537202 |
| 2013-10-01 | 27.9317833890378 |
| 2013-11-01 | 27.8756224073046 |
| 2013-12-01 | 27.8767689115208 |
| 2014-01-01 | 27.7533382809638 |
| 2014-02-01 | 27.6320014478803 |
| 2014-03-01 | 27.6331210006866 |
| 2014-04-01 | 27.7226386701225 |
| 2014-05-01 | 27.7930606381235 |
| 2014-06-01 | 27.8276585916079 |
| 2014-07-01 | 27.8787646822253 |
| 2014-08-01 | 27.9083439568281 |
| 2014-09-01 | 27.8754560036674 |
| 2014-10-01 | 27.7460328602205 |
| 2014-11-01 | 27.7773250309512 |
| 2014-12-01 | 27.7390854797792 |
| 2015-01-01 | 28.1601695007819 |
| 2015-02-01 | 28.1245615346273 |
| 2015-03-01 | 28.1207706579358 |
| 2015-04-01 | 28.1166031694544 |
| 2015-05-01 | 28.3059351929834 |
| 2015-06-01 | 28.3502309066982 |
| 2015-07-01 | 28.3912987458870 |
| 2015-08-01 | 28.3141853181860 |
| 2015-09-01 | 28.4675856674630 |
| 2015-10-01 | 28.6567927504268 |
| 2015-11-01 | 28.6872079276687 |
| 2015-12-01 | 28.6154498376787 |
| 2016-01-01 | 28.4509394717996 |
| 2016-02-01 | 28.2983694726236 |
| 2016-03-01 | 28.2988305299480 |
| 2016-04-01 | 28.3182169898173 |
| 2016-05-01 | 28.2316333514049 |
| 2016-06-01 | 27.9740174509571 |
| 2016-07-01 | 28.0023909428524 |
| 2016-08-01 | 28.0221183025545 |
| 2016-09-01 | 28.0689765092708 |
| 2016-10-01 | 28.0571148348701 |
| 2016-11-01 | 28.0917431414138 |
| 2016-12-01 | 28.2005144111267 |
| 2017-01-01 | 28.1361978770455 |
| 2017-02-01 | 28.1692402160909 |
| 2017-03-01 | 28.2835165671236 |
| 2017-04-01 | 28.3097148166536 |
| 2017-05-01 | 28.2657786423069 |
| 2017-06-01 | 28.5002191706208 |
| 2017-07-01 | 28.3094658485745 |
| 2017-08-01 | 28.3329458938282 |
| 2017-09-01 | 28.3752928397927 |
| 2017-10-01 | 28.2462531703770 |
| 2017-11-01 | 28.3001936703171 |
| 2017-12-01 | 28.1971559063372 |
| 2018-01-01 | 28.2094062389386 |
| 2018-02-01 | 28.2291856549795 |
| 2018-03-01 | 28.1679607898047 |
| 2018-04-01 | 28.0110036557831 |
| 2018-05-01 | 27.9058866740101 |
| 2018-06-01 | 27.9325297258640 |
| 2018-07-01 | 28.0136665758045 |
| 2018-08-01 | 27.8473718738612 |
| 2018-09-01 | 27.7868396992726 |
| 2018-10-01 | 27.6177219098423 |
| 2018-11-01 | 27.4989751614475 |
| 2018-12-01 | 27.3905649728397 |
| 2019-01-01 | 27.5837658046397 |
| 2019-02-01 | 27.5908574397576 |
| 2019-03-01 | 27.5596237890997 |
| 2019-04-01 | 27.6225998161297 |
| 2019-05-01 | 27.7502104867660 |
| 2019-06-01 | 27.7697135729933 |
| 2019-07-01 | 27.5101898951319 |
| 2019-08-01 | 27.5610790081391 |
| 2019-09-01 | 27.3951964314240 |
| 2019-10-01 | 27.3857339871652 |
| 2019-11-01 | 27.2914190541276 |
| 2019-12-01 | 27.1805730803768 |
| 2020-01-01 | 27.0559439518901 |
| 2020-02-01 | 26.9591725873964 |
| 2020-03-01 | 26.8594020319209 |
| 2020-04-01 | 26.0454201180805 |
| 2020-05-01 | 25.8826459582625 |
| 2020-06-01 | 25.9022695110685 |
| 2020-07-01 | 26.0194601762242 |
| 2020-08-01 | 25.8752793575124 |
| 2020-09-01 | 25.8962783673096 |
| 2020-10-01 | 26.0527193175894 |
| 2020-11-01 | 26.0694722131848 |
| 2020-12-01 | 26.0570573957397 |
| 2021-01-01 | 26.2406501047417 |
| 2021-02-01 | 26.2496556528559 |
| 2021-03-01 | 26.2674729581129 |
| 2021-04-01 | 25.9619198921930 |
| 2021-05-01 | 26.2089603023097 |
| 2021-06-01 | 26.1284410905200 |
| 2021-07-01 | 26.2243613729617 |
| 2021-08-01 | 26.2944963628794 |
| 2021-09-01 | 25.9873596313935 |
| 2021-10-01 | 26.4281052998151 |
| 2021-11-01 | 26.3426609672019 |
| 2021-12-01 | 26.4371978198061 |
| 2022-01-01 | 26.3279294876511 |
| 2022-02-01 | 26.4614099384995 |
| 2022-03-01 | 26.5772877245106 |
| 2022-04-01 | 26.3720928619787 |
| 2022-05-01 | 26.4188721559583 |
| 2022-06-01 | 26.1455710309599 |
| 2022-07-01 | 26.6328145031360 |
| 2022-08-01 | 26.7103954442867 |
| 2022-09-01 | 26.6670226487654 |
| 2022-10-01 | 26.6118103822056 |
| 2022-11-01 | 26.8176680941576 |
| 2022-12-01 | 26.8273095824150 |
| 2023-01-01 | 27.5292212567345 |
| 2023-02-01 | 27.4812166925497 |
| 2023-03-01 | 27.4900996175218 |
| 2023-04-01 | 27.4770038503383 |
| 2023-05-01 | 27.4182844528676 |
| 2023-06-01 | 27.4470866620910 |
| 2023-07-01 | 27.3308220447081 |
| 2023-08-01 | 27.3177162807624 |
| 2023-09-01 | 27.3502984837653 |
| 2023-10-01 | 27.2062432960656 |
| 2023-11-01 | 27.2008181464983 |
| 2023-12-01 | 27.2350383998868 |
| 2024-01-01 | 27.1312886525569 |
| 2024-02-01 | 27.1071620661885 |
| 2024-03-01 | 27.1031108540892 |
| 2024-04-01 | 27.1755258220350 |
| 2024-05-01 | 27.2011573399300 |
| 2024-06-01 | 27.3374266683107 |
| 2024-07-01 | 27.2324176429294 |
| 2024-08-01 | 27.2182846268451 |
| 2024-09-01 | 27.3379049738930 |
| 2024-10-01 | 27.4043438406117 |
| 2024-11-01 | 27.4933242204577 |
| 2024-12-01 | 27.3470211502206 |
| 2025-01-01 | 27.6399005250797 |
| 2025-02-01 | 27.6292496759907 |
| 2025-03-01 | 27.7156536723531 |
| 2025-04-01 | 27.7679561811376 |
| 2025-05-01 | 27.7837553298894 |
| 2025-06-01 | 27.7247243957767 |
| 2025-07-01 | 27.8255973565150 |
| 2025-08-01 | 27.8193996741304 |
| 2025-09-01 | 27.8364332858919 |
| 2025-10-01 | 27.9031609142361 |
| 2025-11-01 | 27.9899679865462 |
| 2025-12-01 | 27.7640518185075 |
| 2026-01-01 | 27.6431205956058 |
| 2026-02-01 | 27.8440390333487 |
| 2026-03-01 | 27.8197917168434 |
| 2026-04-01 | 27.8624940507346 |
| 2026-05-01 | 28.0679575576467 |
| 2026-06-01 | 27.9195056400720 |
| 2026-07-01 | 27.9208070226103 |