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 2026-04-01 |
| Last Updated | 2026-05-26 12:45 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 | 22.5666620402040 |
| 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 | 22.2094413957575 |
| 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 | 23.0259658564985 |
| 1996-05-01 | 22.9714355400043 |
| 1996-06-01 | 22.8878614037579 |
| 1996-07-01 | 22.6115222733406 |
| 1996-08-01 | 22.8233067784348 |
| 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 | 23.2294502069981 |
| 1997-09-01 | 23.1313001668500 |
| 1997-10-01 | 23.1274378563075 |
| 1997-11-01 | 23.1748972300388 |
| 1997-12-01 | 23.1428730216089 |
| 1998-01-01 | 23.4854228377504 |
| 1998-02-01 | 23.7094117278548 |
| 1998-03-01 | 23.5469387640902 |
| 1998-04-01 | 23.2736549024045 |
| 1998-05-01 | 23.3089942003358 |
| 1998-06-01 | 23.4108635125212 |
| 1998-07-01 | 23.3599446999305 |
| 1998-08-01 | 23.4417980562602 |
| 1998-09-01 | 23.4650764194296 |
| 1998-10-01 | 23.4266281340271 |
| 1998-11-01 | 23.4688689998184 |
| 1998-12-01 | 23.4241158065704 |
| 1999-01-01 | 23.3658651308165 |
| 1999-02-01 | 23.4932507287997 |
| 1999-03-01 | 23.4181832289754 |
| 1999-04-01 | 23.3526274650734 |
| 1999-05-01 | 23.3365609383483 |
| 1999-06-01 | 23.3203908162807 |
| 1999-07-01 | 23.2947679153264 |
| 1999-08-01 | 23.2633321891146 |
| 1999-09-01 | 23.1879436288763 |
| 1999-10-01 | 23.3115083388630 |
| 1999-11-01 | 23.2571778671914 |
| 1999-12-01 | 23.2195417974880 |
| 2000-01-01 | 23.1424708203156 |
| 2000-02-01 | 23.0757767140787 |
| 2000-03-01 | 23.2058393059212 |
| 2000-04-01 | 23.3421314942953 |
| 2000-05-01 | 23.3488108055303 |
| 2000-06-01 | 23.4322198191341 |
| 2000-07-01 | 23.4152131015659 |
| 2000-08-01 | 23.4775654778159 |
| 2000-09-01 | 23.6116026970298 |
| 2000-10-01 | 23.6891268288350 |
| 2000-11-01 | 23.7534405230265 |
| 2000-12-01 | 23.7210061030123 |
| 2001-01-01 | 23.7257401571148 |
| 2001-02-01 | 23.6698761116151 |
| 2001-03-01 | 23.6131111067183 |
| 2001-04-01 | 23.5316783190279 |
| 2001-05-01 | 23.3408361151000 |
| 2001-06-01 | 23.3360834067851 |
| 2001-07-01 | 23.3208807472959 |
| 2001-08-01 | 23.1847363619322 |
| 2001-09-01 | 23.4271522746469 |
| 2001-10-01 | 23.4713931124057 |
| 2001-11-01 | 23.5540507485498 |
| 2001-12-01 | 23.7389157218084 |
| 2002-01-01 | 23.8166738710268 |
| 2002-02-01 | 23.8639681025731 |
| 2002-03-01 | 24.2384337427447 |
| 2002-04-01 | 24.1246759317215 |
| 2002-05-01 | 24.3196917196134 |
| 2002-06-01 | 24.4385427002276 |
| 2002-07-01 | 24.6053362802649 |
| 2002-08-01 | 24.7732356644950 |
| 2002-09-01 | 25.0388759529446 |
| 2002-10-01 | 24.9643205687553 |
| 2002-11-01 | 25.0672743305381 |
| 2002-12-01 | 25.1689352688275 |
| 2003-01-01 | 25.6046465047374 |
| 2003-02-01 | 25.5629850812691 |
| 2003-03-01 | 25.5633481592382 |
| 2003-04-01 | 25.3283357342834 |
| 2003-05-01 | 25.5973996938626 |
| 2003-06-01 | 25.5332176899123 |
| 2003-07-01 | 25.4812059700884 |
| 2003-08-01 | 25.4556949796867 |
| 2003-09-01 | 25.3431412695764 |
| 2003-10-01 | 25.3605927689303 |
| 2003-11-01 | 25.3776194198085 |
| 2003-12-01 | 25.4160058195233 |
| 2004-01-01 | 25.2968487750199 |
| 2004-02-01 | 25.3514715200519 |
| 2004-03-01 | 25.3785411586789 |
| 2004-04-01 | 25.5405199280899 |
| 2004-05-01 | 25.5842473240429 |
| 2004-06-01 | 25.6244695463766 |
| 2004-07-01 | 25.6625469111403 |
| 2004-08-01 | 25.4413545651301 |
| 2004-09-01 | 25.5434886544462 |
| 2004-10-01 | 25.7498540925428 |
| 2004-11-01 | 25.6860277155033 |
| 2004-12-01 | 25.6567492095500 |
| 2005-01-01 | 25.5904241481958 |
| 2005-02-01 | 25.5428343311416 |
| 2005-03-01 | 25.5864227056542 |
| 2005-04-01 | 25.8495801649561 |
| 2005-05-01 | 25.7834846922438 |
| 2005-06-01 | 25.8208697995530 |
| 2005-07-01 | 25.9492678635028 |
| 2005-08-01 | 26.1400371138234 |
| 2005-09-01 | 26.2433041177706 |
| 2005-10-01 | 26.1307709869802 |
| 2005-11-01 | 26.2834925977166 |
| 2005-12-01 | 26.3872587545679 |
| 2006-01-01 | 26.6812359522860 |
| 2006-02-01 | 26.7355443397572 |
| 2006-03-01 | 26.7839069624261 |
| 2006-04-01 | 26.8605009616875 |
| 2006-05-01 | 26.9905355139572 |
| 2006-06-01 | 27.1247528721066 |
| 2006-07-01 | 27.2531563738708 |
| 2006-08-01 | 27.3435622173498 |
| 2006-09-01 | 27.4374911503745 |
| 2006-10-01 | 27.5108038551211 |
| 2006-11-01 | 27.6767466112934 |
| 2006-12-01 | 27.6983768791980 |
| 2007-01-01 | 27.8734487329049 |
| 2007-02-01 | 28.0391154298142 |
| 2007-03-01 | 28.1799814117547 |
| 2007-04-01 | 28.1678808151488 |
| 2007-05-01 | 28.1941990552844 |
| 2007-06-01 | 28.3294782029663 |
| 2007-07-01 | 28.2576150254055 |
| 2007-08-01 | 28.2555127390202 |
| 2007-09-01 | 28.3345521007996 |
| 2007-10-01 | 28.3946036218690 |
| 2007-11-01 | 28.2627691476129 |
| 2007-12-01 | 28.3068515092095 |
| 2008-01-01 | 28.2681204439896 |
| 2008-02-01 | 28.3500276406463 |
| 2008-03-01 | 28.2724301719015 |
| 2008-04-01 | 28.2739362975022 |
| 2008-05-01 | 27.9934082570310 |
| 2008-06-01 | 28.0239731181694 |
| 2008-07-01 | 28.1629419797192 |
| 2008-08-01 | 28.0638074499463 |
| 2008-09-01 | 27.9308007074552 |
| 2008-10-01 | 27.7901504868582 |
| 2008-11-01 | 27.6503057526578 |
| 2008-12-01 | 27.5081410291427 |
| 2009-01-01 | 27.2781716432696 |
| 2009-02-01 | 26.9728568891153 |
| 2009-03-01 | 26.6804396941882 |
| 2009-04-01 | 26.3625238342759 |
| 2009-05-01 | 26.1791930999657 |
| 2009-06-01 | 25.9040857521852 |
| 2009-07-01 | 25.6628843109860 |
| 2009-08-01 | 25.6652534119951 |
| 2009-09-01 | 25.5276895189883 |
| 2009-10-01 | 25.6033352615539 |
| 2009-11-01 | 25.5424065209112 |
| 2009-12-01 | 25.5143707199117 |
| 2010-01-01 | 25.3904326628175 |
| 2010-02-01 | 25.3978298564145 |
| 2010-03-01 | 25.3926557695607 |
| 2010-04-01 | 25.8516127892837 |
| 2010-05-01 | 25.9584064777396 |
| 2010-06-01 | 25.8751964838129 |
| 2010-07-01 | 25.9616869363510 |
| 2010-08-01 | 25.9522624492189 |
| 2010-09-01 | 25.9176398883166 |
| 2010-10-01 | 26.3314646222696 |
| 2010-11-01 | 26.4441048356867 |
| 2010-12-01 | 26.5171311706946 |
| 2011-01-01 | 26.8099617385340 |
| 2011-02-01 | 26.8250530158057 |
| 2011-03-01 | 26.9143868781881 |
| 2011-04-01 | 26.8354848930143 |
| 2011-05-01 | 26.8311600892840 |
| 2011-06-01 | 26.9417319637344 |
| 2011-07-01 | 27.0576016941060 |
| 2011-08-01 | 27.0349673676129 |
| 2011-09-01 | 27.0028627006013 |
| 2011-10-01 | 26.8712802678475 |
| 2011-11-01 | 26.9541929543807 |
| 2011-12-01 | 26.9222548415187 |
| 2012-01-01 | 26.9246834314950 |
| 2012-02-01 | 27.0346678677921 |
| 2012-03-01 | 27.1259199779505 |
| 2012-04-01 | 27.4330934630316 |
| 2012-05-01 | 27.5119117040522 |
| 2012-06-01 | 27.6164029464200 |
| 2012-07-01 | 27.4544995844181 |
| 2012-08-01 | 27.6199785739824 |
| 2012-09-01 | 27.6910952890501 |
| 2012-10-01 | 27.7037110145199 |
| 2012-11-01 | 27.7642949998864 |
| 2012-12-01 | 27.8078958195540 |
| 2013-01-01 | 27.9447254725732 |
| 2013-02-01 | 28.0405088756898 |
| 2013-03-01 | 28.1392079431956 |
| 2013-04-01 | 27.9239559562087 |
| 2013-05-01 | 27.8938507866032 |
| 2013-06-01 | 27.9064429306489 |
| 2013-07-01 | 27.9647388310540 |
| 2013-08-01 | 27.9105312548293 |
| 2013-09-01 | 27.8801906369811 |
| 2013-10-01 | 27.9317782070632 |
| 2013-11-01 | 27.8755606393162 |
| 2013-12-01 | 27.8801726690379 |
| 2014-01-01 | 27.7550040605079 |
| 2014-02-01 | 27.6334514846909 |
| 2014-03-01 | 27.6353224998956 |
| 2014-04-01 | 27.7238000615047 |
| 2014-05-01 | 27.7940927434060 |
| 2014-06-01 | 27.8114975054056 |
| 2014-07-01 | 27.8797410825147 |
| 2014-08-01 | 27.9105180145166 |
| 2014-09-01 | 27.8760994133377 |
| 2014-10-01 | 27.7465419285316 |
| 2014-11-01 | 27.7779459777073 |
| 2014-12-01 | 27.7433227863500 |
| 2015-01-01 | 28.1626836199658 |
| 2015-02-01 | 28.1267697720384 |
| 2015-03-01 | 28.1234633408465 |
| 2015-04-01 | 28.1185650000852 |
| 2015-05-01 | 28.3078051981780 |
| 2015-06-01 | 28.3235651427107 |
| 2015-07-01 | 28.3954233427049 |
| 2015-08-01 | 28.3171343639432 |
| 2015-09-01 | 28.4689950888174 |
| 2015-10-01 | 28.6581157282842 |
| 2015-11-01 | 28.6887175420844 |
| 2015-12-01 | 28.6200991963007 |
| 2016-01-01 | 28.4543205179715 |
| 2016-02-01 | 28.3012844873499 |
| 2016-03-01 | 28.3019236428656 |
| 2016-04-01 | 28.3210245459830 |
| 2016-05-01 | 28.2337867043828 |
| 2016-06-01 | 27.9368540330150 |
| 2016-07-01 | 28.0098925214396 |
| 2016-08-01 | 28.0261251874116 |
| 2016-09-01 | 28.0715342848802 |
| 2016-10-01 | 28.0597721312302 |
| 2016-11-01 | 28.0946854928558 |
| 2016-12-01 | 28.2047567823098 |
| 2017-01-01 | 28.1400117825854 |
| 2017-02-01 | 28.1726170302013 |
| 2017-03-01 | 28.2868545765036 |
| 2017-04-01 | 28.3121741309270 |
| 2017-05-01 | 28.2667826701809 |
| 2017-06-01 | 28.4566234740530 |
| 2017-07-01 | 28.3195171946740 |
| 2017-08-01 | 28.3373518793836 |
| 2017-09-01 | 28.3796766859341 |
| 2017-10-01 | 28.2510964076310 |
| 2017-11-01 | 28.3048875152078 |
| 2017-12-01 | 28.2006246904256 |
| 2018-01-01 | 28.2129190802434 |
| 2018-02-01 | 28.2323317302796 |
| 2018-03-01 | 28.1710956835390 |
| 2018-04-01 | 28.0122722291561 |
| 2018-05-01 | 27.9050369552457 |
| 2018-06-01 | 27.8867967875207 |
| 2018-07-01 | 28.0230385998728 |
| 2018-08-01 | 27.8496289402149 |
| 2018-09-01 | 27.7961001310178 |
| 2018-10-01 | 27.6309670753157 |
| 2018-11-01 | 27.5022552948334 |
| 2018-12-01 | 27.3920556670089 |
| 2019-01-01 | 27.5862926063723 |
| 2019-02-01 | 27.5935844084714 |
| 2019-03-01 | 27.5600576582563 |
| 2019-04-01 | 27.6217276960957 |
| 2019-05-01 | 27.7471060057976 |
| 2019-06-01 | 27.7289681475748 |
| 2019-07-01 | 27.5166427142767 |
| 2019-08-01 | 27.5596108695041 |
| 2019-09-01 | 27.4080875110838 |
| 2019-10-01 | 27.4116841010933 |
| 2019-11-01 | 27.2912259014125 |
| 2019-12-01 | 27.1790328654651 |
| 2020-01-01 | 27.0575591997601 |
| 2020-02-01 | 26.9610841058244 |
| 2020-03-01 | 26.8563732327007 |
| 2020-04-01 | 26.0430181678452 |
| 2020-05-01 | 25.8785137196670 |
| 2020-06-01 | 25.8678553008630 |
| 2020-07-01 | 26.0213145122488 |
| 2020-08-01 | 25.8708372735738 |
| 2020-09-01 | 25.9123762086571 |
| 2020-10-01 | 26.0906328063452 |
| 2020-11-01 | 26.0651678148338 |
| 2020-12-01 | 26.0526749308813 |
| 2021-01-01 | 26.2412680599338 |
| 2021-02-01 | 26.2505230502678 |
| 2021-03-01 | 26.2611085865665 |
| 2021-04-01 | 25.9588447609756 |
| 2021-05-01 | 26.2060436255575 |
| 2021-06-01 | 26.0984096316161 |
| 2021-07-01 | 26.2237085738652 |
| 2021-08-01 | 26.2900058600698 |
| 2021-09-01 | 26.0031837190995 |
| 2021-10-01 | 26.4709855892014 |
| 2021-11-01 | 26.3368364372585 |
| 2021-12-01 | 26.4303399120904 |
| 2022-01-01 | 26.3279695090948 |
| 2022-02-01 | 26.4614146777714 |
| 2022-03-01 | 26.5699499423887 |
| 2022-04-01 | 26.3694632125367 |
| 2022-05-01 | 26.4178942267687 |
| 2022-06-01 | 26.1180980842329 |
| 2022-07-01 | 26.6309161780166 |
| 2022-08-01 | 26.7066951507663 |
| 2022-09-01 | 26.6826895457096 |
| 2022-10-01 | 26.6536221882417 |
| 2022-11-01 | 26.8104726073544 |
| 2022-12-01 | 26.8187453085008 |
| 2023-01-01 | 27.5287919213692 |
| 2023-02-01 | 27.4808591838290 |
| 2023-03-01 | 27.4831582541328 |
| 2023-04-01 | 27.4763813218293 |
| 2023-05-01 | 27.4186582950246 |
| 2023-06-01 | 27.4213163617077 |
| 2023-07-01 | 27.3313211571642 |
| 2023-08-01 | 27.3172644997710 |
| 2023-09-01 | 27.3629871917915 |
| 2023-10-01 | 27.2398156710912 |
| 2023-11-01 | 27.1938787167481 |
| 2023-12-01 | 27.2242942408465 |
| 2024-01-01 | 27.1302780549456 |
| 2024-02-01 | 27.1065393743695 |
| 2024-03-01 | 27.0989075005110 |
| 2024-04-01 | 27.1765662288421 |
| 2024-05-01 | 27.2037682283727 |
| 2024-06-01 | 27.3157321655401 |
| 2024-07-01 | 27.2349304239579 |
| 2024-08-01 | 27.2213350586483 |
| 2024-09-01 | 27.3484626534304 |
| 2024-10-01 | 27.4246688654335 |
| 2024-11-01 | 27.4872652704523 |
| 2024-12-01 | 27.3354835910155 |
| 2025-01-01 | 27.6377466611175 |
| 2025-02-01 | 27.6281250857391 |
| 2025-03-01 | 27.7146530118829 |
| 2025-04-01 | 27.7703778627249 |
| 2025-05-01 | 27.7895998585728 |
| 2025-06-01 | 27.7057224352742 |
| 2025-07-01 | 27.8311370915932 |
| 2025-08-01 | 27.8258408591198 |
| 2025-09-01 | 27.8450971346029 |
| 2025-10-01 | 27.9105719233373 |
| 2025-11-01 | 27.9851289284862 |
| 2025-12-01 | 27.7516679710014 |
| 2026-01-01 | 27.6396512933257 |
| 2026-02-01 | 27.8424732746382 |
| 2026-03-01 | 27.8214741073537 |
| 2026-04-01 | 27.8646461891730 |