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 2026-08-01 |
| Last Updated | 2026-09-18 11:39 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 | 22.5666620402 |
| 1990-02-01 | 22.5597867816 |
| 1990-03-01 | 22.4345475190 |
| 1990-04-01 | 22.3303106068 |
| 1990-05-01 | 22.1878651569 |
| 1990-06-01 | 22.0424276532 |
| 1990-07-01 | 22.4131788855 |
| 1990-08-01 | 22.3707021876 |
| 1990-09-01 | 22.4502384651 |
| 1990-10-01 | 22.4176165687 |
| 1990-11-01 | 22.5875219085 |
| 1990-12-01 | 22.3359322194 |
| 1991-01-01 | 21.9659835540 |
| 1991-02-01 | 22.0599174939 |
| 1991-03-01 | 22.0362347437 |
| 1991-04-01 | 21.8345358029 |
| 1991-05-01 | 21.7918258138 |
| 1991-06-01 | 21.6428857634 |
| 1991-07-01 | 21.4162734052 |
| 1991-08-01 | 21.3701803538 |
| 1991-09-01 | 21.2421580161 |
| 1991-10-01 | 21.2097687323 |
| 1991-11-01 | 21.1834229818 |
| 1991-12-01 | 21.2394367893 |
| 1992-01-01 | 21.3608050758 |
| 1992-02-01 | 21.3681169802 |
| 1992-03-01 | 21.2390942771 |
| 1992-04-01 | 21.5466926617 |
| 1992-05-01 | 21.5890276104 |
| 1992-06-01 | 21.6458908622 |
| 1992-07-01 | 21.7201923391 |
| 1992-08-01 | 21.7631901620 |
| 1992-09-01 | 21.5294753185 |
| 1992-10-01 | 21.8024053846 |
| 1992-11-01 | 21.8811148177 |
| 1992-12-01 | 21.8466636203 |
| 1993-01-01 | 21.8602421084 |
| 1993-02-01 | 21.9757367988 |
| 1993-03-01 | 21.8437688094 |
| 1993-04-01 | 22.2518403523 |
| 1993-05-01 | 22.0834870400 |
| 1993-06-01 | 21.8529028148 |
| 1993-07-01 | 22.1207233401 |
| 1993-08-01 | 22.1561289910 |
| 1993-09-01 | 22.1091673518 |
| 1993-10-01 | 22.1108051635 |
| 1993-11-01 | 21.9738386117 |
| 1993-12-01 | 22.0564045150 |
| 1994-01-01 | 21.9686268530 |
| 1994-02-01 | 21.8782657938 |
| 1994-03-01 | 21.8481052026 |
| 1994-04-01 | 21.7504059175 |
| 1994-05-01 | 21.6705665526 |
| 1994-06-01 | 21.7659081710 |
| 1994-07-01 | 21.7137757267 |
| 1994-08-01 | 21.7405450277 |
| 1994-09-01 | 21.8958477910 |
| 1994-10-01 | 22.0368578981 |
| 1994-11-01 | 22.0810557484 |
| 1994-12-01 | 21.9593944891 |
| 1995-01-01 | 22.0791973204 |
| 1995-02-01 | 21.9714469850 |
| 1995-03-01 | 22.0353958497 |
| 1995-04-01 | 21.9387881147 |
| 1995-05-01 | 22.0693556199 |
| 1995-06-01 | 22.0763323658 |
| 1995-07-01 | 22.2094413958 |
| 1995-08-01 | 22.2312708154 |
| 1995-09-01 | 22.2904508560 |
| 1995-10-01 | 22.3750530707 |
| 1995-11-01 | 22.3814407847 |
| 1995-12-01 | 22.4617763027 |
| 1996-01-01 | 22.4886538344 |
| 1996-02-01 | 22.6548334934 |
| 1996-03-01 | 22.5090183923 |
| 1996-04-01 | 23.0259658565 |
| 1996-05-01 | 22.9714355400 |
| 1996-06-01 | 22.8878614038 |
| 1996-07-01 | 22.6115222733 |
| 1996-08-01 | 22.8233067784 |
| 1996-09-01 | 22.9076093781 |
| 1996-10-01 | 22.6068136921 |
| 1996-11-01 | 22.7856365613 |
| 1996-12-01 | 22.7542622586 |
| 1997-01-01 | 22.6908137318 |
| 1997-02-01 | 22.7346787611 |
| 1997-03-01 | 22.6752906944 |
| 1997-04-01 | 23.2011978423 |
| 1997-05-01 | 22.9854556690 |
| 1997-06-01 | 22.9965489313 |
| 1997-07-01 | 23.2337300082 |
| 1997-08-01 | 23.2294502070 |
| 1997-09-01 | 23.1313001668 |
| 1997-10-01 | 23.1274378563 |
| 1997-11-01 | 23.1748972300 |
| 1997-12-01 | 23.1428730216 |
| 1998-01-01 | 23.4854228378 |
| 1998-02-01 | 23.7094117279 |
| 1998-03-01 | 23.5469387641 |
| 1998-04-01 | 23.2736549024 |
| 1998-05-01 | 23.3089942003 |
| 1998-06-01 | 23.4108635125 |
| 1998-07-01 | 23.3599446999 |
| 1998-08-01 | 23.4417980562 |
| 1998-09-01 | 23.4650764194 |
| 1998-10-01 | 23.4266281340 |
| 1998-11-01 | 23.4688689998 |
| 1998-12-01 | 23.4241158066 |
| 1999-01-01 | 23.3658651308 |
| 1999-02-01 | 23.4932507288 |
| 1999-03-01 | 23.4181832290 |
| 1999-04-01 | 23.3526274651 |
| 1999-05-01 | 23.3365609384 |
| 1999-06-01 | 23.3203908163 |
| 1999-07-01 | 23.2947679153 |
| 1999-08-01 | 23.2633321891 |
| 1999-09-01 | 23.1879436288 |
| 1999-10-01 | 23.3115083389 |
| 1999-11-01 | 23.2571778672 |
| 1999-12-01 | 23.2195417976 |
| 2000-01-01 | 23.1424708204 |
| 2000-02-01 | 23.0757767141 |
| 2000-03-01 | 23.2058393059 |
| 2000-04-01 | 23.3421314943 |
| 2000-05-01 | 23.3488108054 |
| 2000-06-01 | 23.4322198190 |
| 2000-07-01 | 23.4152131015 |
| 2000-08-01 | 23.4775654779 |
| 2000-09-01 | 23.6116026971 |
| 2000-10-01 | 23.6891268291 |
| 2000-11-01 | 23.7534405232 |
| 2000-12-01 | 23.7210061031 |
| 2001-01-01 | 23.7257401570 |
| 2001-02-01 | 23.6698761114 |
| 2001-03-01 | 23.6131111066 |
| 2001-04-01 | 23.5316783189 |
| 2001-05-01 | 23.3408361148 |
| 2001-06-01 | 23.3360834064 |
| 2001-07-01 | 23.3208807472 |
| 2001-08-01 | 23.1847363621 |
| 2001-09-01 | 23.4271522756 |
| 2001-10-01 | 23.4713931135 |
| 2001-11-01 | 23.5540507492 |
| 2001-12-01 | 23.7389157216 |
| 2002-01-01 | 23.8166738701 |
| 2002-02-01 | 23.8639681016 |
| 2002-03-01 | 24.2384337422 |
| 2002-04-01 | 24.1246759305 |
| 2002-05-01 | 24.3196917186 |
| 2002-06-01 | 24.4385426992 |
| 2002-07-01 | 24.6053362805 |
| 2002-08-01 | 24.7732356663 |
| 2002-09-01 | 25.0388759578 |
| 2002-10-01 | 24.9643205806 |
| 2002-11-01 | 25.0672743342 |
| 2002-12-01 | 25.1689352672 |
| 2003-01-01 | 25.6046464881 |
| 2003-02-01 | 25.5629850655 |
| 2003-03-01 | 25.5633481432 |
| 2003-04-01 | 25.3283357278 |
| 2003-05-01 | 25.5973997032 |
| 2003-06-01 | 25.5332177089 |
| 2003-07-01 | 25.4812059895 |
| 2003-08-01 | 25.4556949934 |
| 2003-09-01 | 25.3431412843 |
| 2003-10-01 | 25.3605928015 |
| 2003-11-01 | 25.3776194396 |
| 2003-12-01 | 25.4160058153 |
| 2004-01-01 | 25.2968487212 |
| 2004-02-01 | 25.3514714393 |
| 2004-03-01 | 25.3785410565 |
| 2004-04-01 | 25.5405198747 |
| 2004-05-01 | 25.5842473631 |
| 2004-06-01 | 25.6244696460 |
| 2004-07-01 | 25.6625469920 |
| 2004-08-01 | 25.4413545670 |
| 2004-09-01 | 25.5434886138 |
| 2004-10-01 | 25.7498541324 |
| 2004-11-01 | 25.6860279010 |
| 2004-12-01 | 25.6567494411 |
| 2005-01-01 | 25.5904243077 |
| 2005-02-01 | 25.5428343056 |
| 2005-03-01 | 25.5864222769 |
| 2005-04-01 | 25.8495794903 |
| 2005-05-01 | 25.7834839078 |
| 2005-06-01 | 25.8208704642 |
| 2005-07-01 | 25.9492679067 |
| 2005-08-01 | 26.1400372914 |
| 2005-09-01 | 26.2433043004 |
| 2005-10-01 | 26.1307712483 |
| 2005-11-01 | 26.2834932339 |
| 2005-12-01 | 26.3872596355 |
| 2006-01-01 | 26.6812367705 |
| 2006-02-01 | 26.7355444586 |
| 2006-03-01 | 26.7839058140 |
| 2006-04-01 | 26.8604987010 |
| 2006-05-01 | 26.9905325505 |
| 2006-06-01 | 27.1247528266 |
| 2006-07-01 | 27.2531584924 |
| 2006-08-01 | 27.3435624869 |
| 2006-09-01 | 27.4374920431 |
| 2006-10-01 | 27.5108048829 |
| 2006-11-01 | 27.6767483444 |
| 2006-12-01 | 27.6983791123 |
| 2007-01-01 | 27.8734504913 |
| 2007-02-01 | 28.0391163299 |
| 2007-03-01 | 28.1799774869 |
| 2007-04-01 | 28.1678797284 |
| 2007-05-01 | 28.1941827045 |
| 2007-06-01 | 28.3294803173 |
| 2007-07-01 | 28.2576200095 |
| 2007-08-01 | 28.2555128792 |
| 2007-09-01 | 28.3345577550 |
| 2007-10-01 | 28.3946084356 |
| 2007-11-01 | 28.2627773675 |
| 2007-12-01 | 28.3068592038 |
| 2008-01-01 | 28.2681224217 |
| 2008-02-01 | 28.3500222302 |
| 2008-03-01 | 28.2724137604 |
| 2008-04-01 | 28.2739294487 |
| 2008-05-01 | 27.9933775392 |
| 2008-06-01 | 28.0239799793 |
| 2008-07-01 | 28.1629544328 |
| 2008-08-01 | 28.0638108132 |
| 2008-09-01 | 27.9308151926 |
| 2008-10-01 | 27.7901652152 |
| 2008-11-01 | 27.6503312087 |
| 2008-12-01 | 27.5081608364 |
| 2009-01-01 | 27.2781696668 |
| 2009-02-01 | 26.9728316666 |
| 2009-03-01 | 26.6803907899 |
| 2009-04-01 | 26.3624821977 |
| 2009-05-01 | 26.1791367769 |
| 2009-06-01 | 25.9041415979 |
| 2009-07-01 | 25.6629106169 |
| 2009-08-01 | 25.6652749452 |
| 2009-09-01 | 25.5277353815 |
| 2009-10-01 | 25.6033731242 |
| 2009-11-01 | 25.5424289934 |
| 2009-12-01 | 25.5143778407 |
| 2010-01-01 | 25.3904333977 |
| 2010-02-01 | 25.3978344163 |
| 2010-03-01 | 25.3923646403 |
| 2010-04-01 | 25.8516063488 |
| 2010-05-01 | 25.9583799354 |
| 2010-06-01 | 25.8753187482 |
| 2010-07-01 | 25.9617462910 |
| 2010-08-01 | 25.9523509419 |
| 2010-09-01 | 25.9177627874 |
| 2010-10-01 | 26.3315440194 |
| 2010-11-01 | 26.4440995347 |
| 2010-12-01 | 26.5170530402 |
| 2011-01-01 | 26.8098669044 |
| 2011-02-01 | 26.8249799062 |
| 2011-03-01 | 26.9137929475 |
| 2011-04-01 | 26.8355436261 |
| 2011-05-01 | 26.8312646219 |
| 2011-06-01 | 26.9420761012 |
| 2011-07-01 | 27.0578344326 |
| 2011-08-01 | 27.0351654356 |
| 2011-09-01 | 27.0030737869 |
| 2011-10-01 | 26.8714861423 |
| 2011-11-01 | 26.9543332763 |
| 2011-12-01 | 26.9213403189 |
| 2012-01-01 | 26.9244420594 |
| 2012-02-01 | 27.0343825681 |
| 2012-03-01 | 27.1248722777 |
| 2012-04-01 | 27.4332730714 |
| 2012-05-01 | 27.5125170223 |
| 2012-06-01 | 27.6174176074 |
| 2012-07-01 | 27.4553169230 |
| 2012-08-01 | 27.6200566744 |
| 2012-09-01 | 27.6913557088 |
| 2012-10-01 | 27.7039083788 |
| 2012-11-01 | 27.7645111930 |
| 2012-12-01 | 27.8059187950 |
| 2013-01-01 | 27.9439831673 |
| 2013-02-01 | 28.0397758256 |
| 2013-03-01 | 28.1377416814 |
| 2013-04-01 | 27.9237834326 |
| 2013-05-01 | 27.8941848654 |
| 2013-06-01 | 27.9119475324 |
| 2013-07-01 | 27.9653053740 |
| 2013-08-01 | 27.9099297755 |
| 2013-09-01 | 27.8802326358 |
| 2013-10-01 | 27.9318182539 |
| 2013-11-01 | 27.8756582646 |
| 2013-12-01 | 27.8769324891 |
| 2014-01-01 | 27.7535682193 |
| 2014-02-01 | 27.6322216386 |
| 2014-03-01 | 27.6333425873 |
| 2014-04-01 | 27.7228229560 |
| 2014-05-01 | 27.7932125413 |
| 2014-06-01 | 27.8258138377 |
| 2014-07-01 | 27.8788865746 |
| 2014-08-01 | 27.9084983942 |
| 2014-09-01 | 27.8755625279 |
| 2014-10-01 | 27.7461155364 |
| 2014-11-01 | 27.7774151761 |
| 2014-12-01 | 27.7393390843 |
| 2015-01-01 | 28.1605563105 |
| 2015-02-01 | 28.1249780491 |
| 2015-03-01 | 28.1211515143 |
| 2015-04-01 | 28.1168620332 |
| 2015-05-01 | 28.3060800835 |
| 2015-06-01 | 28.3473460101 |
| 2015-07-01 | 28.3913166241 |
| 2015-08-01 | 28.3143992910 |
| 2015-09-01 | 28.4677818776 |
| 2015-10-01 | 28.6570242384 |
| 2015-11-01 | 28.6875640293 |
| 2015-12-01 | 28.6155542106 |
| 2016-01-01 | 28.4518484564 |
| 2016-02-01 | 28.2992240869 |
| 2016-03-01 | 28.2994550604 |
| 2016-04-01 | 28.3185121115 |
| 2016-05-01 | 28.2311570783 |
| 2016-06-01 | 27.9695047023 |
| 2016-07-01 | 28.0021965420 |
| 2016-08-01 | 28.0225380139 |
| 2016-09-01 | 28.0696131002 |
| 2016-10-01 | 28.0579413215 |
| 2016-11-01 | 28.0927064568 |
| 2016-12-01 | 28.2005287338 |
| 2017-01-01 | 28.1375715185 |
| 2017-02-01 | 28.1706290762 |
| 2017-03-01 | 28.2847932115 |
| 2017-04-01 | 28.3091438320 |
| 2017-05-01 | 28.2640360559 |
| 2017-06-01 | 28.4936374843 |
| 2017-07-01 | 28.3085996830 |
| 2017-08-01 | 28.3338926299 |
| 2017-09-01 | 28.3772245918 |
| 2017-10-01 | 28.2486635992 |
| 2017-11-01 | 28.3023611182 |
| 2017-12-01 | 28.1970153847 |
| 2018-01-01 | 28.2108040790 |
| 2018-02-01 | 28.2309052098 |
| 2018-03-01 | 28.1699511357 |
| 2018-04-01 | 28.0082618595 |
| 2018-05-01 | 27.9025013639 |
| 2018-06-01 | 27.9244738253 |
| 2018-07-01 | 28.0110748064 |
| 2018-08-01 | 27.8462813842 |
| 2018-09-01 | 27.7928244754 |
| 2018-10-01 | 27.6282411798 |
| 2018-11-01 | 27.4994329624 |
| 2018-12-01 | 27.3891461004 |
| 2019-01-01 | 27.5842696054 |
| 2019-02-01 | 27.5919377813 |
| 2019-03-01 | 27.5625332404 |
| 2019-04-01 | 27.6161889865 |
| 2019-05-01 | 27.7464017084 |
| 2019-06-01 | 27.7619878901 |
| 2019-07-01 | 27.5048043500 |
| 2019-08-01 | 27.5570858213 |
| 2019-09-01 | 27.4043613950 |
| 2019-10-01 | 27.4089894848 |
| 2019-11-01 | 27.2886929563 |
| 2019-12-01 | 27.1765645456 |
| 2020-01-01 | 27.0553699334 |
| 2020-02-01 | 26.9591179927 |
| 2020-03-01 | 26.8623347521 |
| 2020-04-01 | 26.0361045525 |
| 2020-05-01 | 25.8791903607 |
| 2020-06-01 | 25.8953369789 |
| 2020-07-01 | 26.0118470831 |
| 2020-08-01 | 25.8683357507 |
| 2020-09-01 | 25.9082365123 |
| 2020-10-01 | 26.0880584152 |
| 2020-11-01 | 26.0627974497 |
| 2020-12-01 | 26.0505554096 |
| 2021-01-01 | 26.2388079013 |
| 2021-02-01 | 26.2480846207 |
| 2021-03-01 | 26.2702917167 |
| 2021-04-01 | 25.9515654224 |
| 2021-05-01 | 26.2079290988 |
| 2021-06-01 | 26.1189714597 |
| 2021-07-01 | 26.2169811388 |
| 2021-08-01 | 26.2877284312 |
| 2021-09-01 | 25.9991866814 |
| 2021-10-01 | 26.4684785415 |
| 2021-11-01 | 26.3345690052 |
| 2021-12-01 | 26.4291408321 |
| 2022-01-01 | 26.3256404347 |
| 2022-02-01 | 26.4594139742 |
| 2022-03-01 | 26.5795808586 |
| 2022-04-01 | 26.3626891629 |
| 2022-05-01 | 26.4194795226 |
| 2022-06-01 | 26.1330043910 |
| 2022-07-01 | 26.6265701842 |
| 2022-08-01 | 26.7042898238 |
| 2022-09-01 | 26.6796976784 |
| 2022-10-01 | 26.6533511688 |
| 2022-11-01 | 26.8032842949 |
| 2022-12-01 | 26.8210327996 |
| 2023-01-01 | 27.5282440721 |
| 2023-02-01 | 27.4800875191 |
| 2023-03-01 | 27.4924199866 |
| 2023-04-01 | 27.4703935214 |
| 2023-05-01 | 27.4194678949 |
| 2023-06-01 | 27.4311498757 |
| 2023-07-01 | 27.3216256825 |
| 2023-08-01 | 27.3187744857 |
| 2023-09-01 | 27.3616772307 |
| 2023-10-01 | 27.2417595871 |
| 2023-11-01 | 27.1825965754 |
| 2023-12-01 | 27.2316138932 |
| 2024-01-01 | 27.1334077955 |
| 2024-02-01 | 27.1087898578 |
| 2024-03-01 | 27.1057291035 |
| 2024-04-01 | 27.1723864553 |
| 2024-05-01 | 27.1997344393 |
| 2024-06-01 | 27.3201072382 |
| 2024-07-01 | 27.2187531253 |
| 2024-08-01 | 27.2259713376 |
| 2024-09-01 | 27.3496660549 |
| 2024-10-01 | 27.4300223552 |
| 2024-11-01 | 27.4713348954 |
| 2024-12-01 | 27.3485952473 |
| 2025-01-01 | 27.6456752784 |
| 2025-02-01 | 27.6340784609 |
| 2025-03-01 | 27.7193943258 |
| 2025-04-01 | 27.7680400814 |
| 2025-05-01 | 27.7793301143 |
| 2025-06-01 | 27.7048247034 |
| 2025-07-01 | 27.8062564641 |
| 2025-08-01 | 27.8346605965 |
| 2025-09-01 | 27.8484846760 |
| 2025-10-01 | 27.9180512273 |
| 2025-11-01 | 27.9688375105 |
| 2025-12-01 | 27.7690961821 |
| 2026-01-01 | 27.6517213127 |
| 2026-02-01 | 27.8519508411 |
| 2026-03-01 | 27.8250404350 |
| 2026-04-01 | 27.8639478368 |
| 2026-05-01 | 28.0602221392 |
| 2026-06-01 | 27.9003431123 |
| 2026-07-01 | 27.9973895663 |
| 2026-08-01 | 27.8365954308 |