Table Data - All Employees: Wholesale Trade in Lynchburg, VA (MSA)
| Title | All Employees: Wholesale Trade in Lynchburg, VA (MSA) |
|---|---|
| Series ID | SMU51313404100000001SA |
| 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 11:43 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 | 6.3755104463 |
| 1990-02-01 | 6.4467167325 |
| 1990-03-01 | 6.4904219063 |
| 1990-04-01 | 6.3176511464 |
| 1990-05-01 | 6.4356988677 |
| 1990-06-01 | 6.3847511663 |
| 1990-07-01 | 6.3386926679 |
| 1990-08-01 | 6.3642918584 |
| 1990-09-01 | 6.3537782006 |
| 1990-10-01 | 6.1565558657 |
| 1990-11-01 | 6.2407355867 |
| 1990-12-01 | 6.1968730121 |
| 1991-01-01 | 6.3737048186 |
| 1991-02-01 | 6.3532837399 |
| 1991-03-01 | 6.2884917937 |
| 1991-04-01 | 6.3167456275 |
| 1991-05-01 | 6.3291459725 |
| 1991-06-01 | 6.3809211680 |
| 1991-07-01 | 6.3388685019 |
| 1991-08-01 | 6.3651391761 |
| 1991-09-01 | 6.3616382476 |
| 1991-10-01 | 6.3525404037 |
| 1991-11-01 | 6.4424372293 |
| 1991-12-01 | 6.3013362738 |
| 1992-01-01 | 6.1703375388 |
| 1992-02-01 | 6.0631099212 |
| 1992-03-01 | 5.9873142076 |
| 1992-04-01 | 6.0119888735 |
| 1992-05-01 | 5.8226447125 |
| 1992-06-01 | 5.7781799323 |
| 1992-07-01 | 5.8322067027 |
| 1992-08-01 | 5.7644580378 |
| 1992-09-01 | 5.7718847595 |
| 1992-10-01 | 5.7474475734 |
| 1992-11-01 | 5.7409516862 |
| 1992-12-01 | 5.8068544576 |
| 1993-01-01 | 5.4786580336 |
| 1993-02-01 | 5.4825982899 |
| 1993-03-01 | 5.4821202654 |
| 1993-04-01 | 5.5007973129 |
| 1993-05-01 | 5.6149134410 |
| 1993-06-01 | 5.5745280195 |
| 1993-07-01 | 5.5190099849 |
| 1993-08-01 | 5.4594904527 |
| 1993-09-01 | 5.4840061047 |
| 1993-10-01 | 5.5436699913 |
| 1993-11-01 | 5.5395217688 |
| 1993-12-01 | 5.5161546543 |
| 1994-01-01 | 5.5955407386 |
| 1994-02-01 | 5.4019790206 |
| 1994-03-01 | 5.5743100030 |
| 1994-04-01 | 5.1944720699 |
| 1994-05-01 | 5.2047624792 |
| 1994-06-01 | 5.1620779739 |
| 1994-07-01 | 5.1036571221 |
| 1994-08-01 | 5.1566263488 |
| 1994-09-01 | 5.0920315692 |
| 1994-10-01 | 5.1421495274 |
| 1994-11-01 | 5.0362595935 |
| 1994-12-01 | 5.1303723558 |
| 1995-01-01 | 5.1204549807 |
| 1995-02-01 | 5.1174126628 |
| 1995-03-01 | 5.0644988332 |
| 1995-04-01 | 4.9899562969 |
| 1995-05-01 | 4.7958153735 |
| 1995-06-01 | 4.8458921502 |
| 1995-07-01 | 4.8864449397 |
| 1995-08-01 | 4.8538617351 |
| 1995-09-01 | 4.7964956196 |
| 1995-10-01 | 4.6471238301 |
| 1995-11-01 | 4.6412134272 |
| 1995-12-01 | 4.4411788816 |
| 1996-01-01 | 4.4396259263 |
| 1996-02-01 | 4.4192379316 |
| 1996-03-01 | 4.4598708446 |
| 1996-04-01 | 4.5885932266 |
| 1996-05-01 | 4.4952613411 |
| 1996-06-01 | 4.6309752476 |
| 1996-07-01 | 4.4685195305 |
| 1996-08-01 | 4.4536711749 |
| 1996-09-01 | 4.3922321815 |
| 1996-10-01 | 4.4557363663 |
| 1996-11-01 | 4.4477918396 |
| 1996-12-01 | 4.5471646279 |
| 1997-01-01 | 4.3581627371 |
| 1997-02-01 | 4.3155975277 |
| 1997-03-01 | 4.3650565527 |
| 1997-04-01 | 4.2806174271 |
| 1997-05-01 | 4.2981721684 |
| 1997-06-01 | 4.3192422222 |
| 1997-07-01 | 4.2491883137 |
| 1997-08-01 | 4.2540927973 |
| 1997-09-01 | 4.2912416667 |
| 1997-10-01 | 4.2640990657 |
| 1997-11-01 | 4.2578047381 |
| 1997-12-01 | 4.2437066660 |
| 1998-01-01 | 2.6708153803 |
| 1998-02-01 | 2.7092130240 |
| 1998-03-01 | 2.6775084775 |
| 1998-04-01 | 2.6785914382 |
| 1998-05-01 | 2.6978512204 |
| 1998-06-01 | 2.7093717194 |
| 1998-07-01 | 2.7364398434 |
| 1998-08-01 | 2.6497276261 |
| 1998-09-01 | 2.6870932538 |
| 1998-10-01 | 2.6710308478 |
| 1998-11-01 | 2.6682969059 |
| 1998-12-01 | 2.7400240849 |
| 1999-01-01 | 2.7793284979 |
| 1999-02-01 | 2.8036748605 |
| 1999-03-01 | 2.6949177229 |
| 1999-04-01 | 2.6768892553 |
| 1999-05-01 | 2.5937813884 |
| 1999-06-01 | 2.6043212285 |
| 1999-07-01 | 2.7300253900 |
| 1999-08-01 | 2.6388517654 |
| 1999-09-01 | 2.5846864797 |
| 1999-10-01 | 2.8774696334 |
| 1999-11-01 | 2.7769417886 |
| 1999-12-01 | 2.8304908037 |
| 2000-01-01 | 2.8796412934 |
| 2000-02-01 | 3.0067103753 |
| 2000-03-01 | 3.0138936118 |
| 2000-04-01 | 3.0758694468 |
| 2000-05-01 | 3.0914741798 |
| 2000-06-01 | 3.1075117108 |
| 2000-07-01 | 3.1296302963 |
| 2000-08-01 | 3.1187103155 |
| 2000-09-01 | 3.0773983975 |
| 2000-10-01 | 3.0823031393 |
| 2000-11-01 | 3.0796380894 |
| 2000-12-01 | 2.9222529552 |
| 2001-01-01 | 3.5810725733 |
| 2001-02-01 | 3.6171890974 |
| 2001-03-01 | 3.6305590406 |
| 2001-04-01 | 3.6754352237 |
| 2001-05-01 | 3.7895902701 |
| 2001-06-01 | 3.8100537263 |
| 2001-07-01 | 3.8292525121 |
| 2001-08-01 | 3.9008789259 |
| 2001-09-01 | 3.8756869217 |
| 2001-10-01 | 3.8853040252 |
| 2001-11-01 | 3.8714000050 |
| 2001-12-01 | 3.9171749551 |
| 2002-01-01 | 3.8764734408 |
| 2002-02-01 | 3.9337946507 |
| 2002-03-01 | 4.0440911285 |
| 2002-04-01 | 3.9779799269 |
| 2002-05-01 | 3.9920238016 |
| 2002-06-01 | 4.0064341617 |
| 2002-07-01 | 4.0330357975 |
| 2002-08-01 | 4.0851767286 |
| 2002-09-01 | 4.1746379560 |
| 2002-10-01 | 4.1874800841 |
| 2002-11-01 | 4.2610032154 |
| 2002-12-01 | 4.3165448318 |
| 2003-01-01 | 3.8693788516 |
| 2003-02-01 | 3.8457272968 |
| 2003-03-01 | 3.8531194346 |
| 2003-04-01 | 3.9836227759 |
| 2003-05-01 | 4.0008273455 |
| 2003-06-01 | 3.9953649383 |
| 2003-07-01 | 4.0328179322 |
| 2003-08-01 | 4.0776632992 |
| 2003-09-01 | 4.0761181263 |
| 2003-10-01 | 4.0922680321 |
| 2003-11-01 | 4.0484178637 |
| 2003-12-01 | 4.1213239053 |
| 2004-01-01 | 4.0602208915 |
| 2004-02-01 | 4.0527350473 |
| 2004-03-01 | 4.0588308072 |
| 2004-04-01 | 3.9890092661 |
| 2004-05-01 | 4.0120247549 |
| 2004-06-01 | 3.9785429506 |
| 2004-07-01 | 4.0316553135 |
| 2004-08-01 | 3.9742388587 |
| 2004-09-01 | 3.9792747351 |
| 2004-10-01 | 3.9935665096 |
| 2004-11-01 | 4.0424475809 |
| 2004-12-01 | 3.9294967756 |
| 2005-01-01 | 4.0572478706 |
| 2005-02-01 | 4.0528183909 |
| 2005-03-01 | 3.9594801474 |
| 2005-04-01 | 4.1002585523 |
| 2005-05-01 | 4.0160044241 |
| 2005-06-01 | 4.0599669073 |
| 2005-07-01 | 4.0267777903 |
| 2005-08-01 | 4.0708549422 |
| 2005-09-01 | 4.0855172589 |
| 2005-10-01 | 4.0947811296 |
| 2005-11-01 | 4.1402127849 |
| 2005-12-01 | 4.1427573402 |
| 2006-01-01 | 4.1567386052 |
| 2006-02-01 | 4.1530159101 |
| 2006-03-01 | 4.1584841592 |
| 2006-04-01 | 4.1071341289 |
| 2006-05-01 | 4.2138205454 |
| 2006-06-01 | 4.3447047841 |
| 2006-07-01 | 4.4251469433 |
| 2006-08-01 | 4.3625457911 |
| 2006-09-01 | 4.2907659967 |
| 2006-10-01 | 4.3922563648 |
| 2006-11-01 | 4.4459793750 |
| 2006-12-01 | 4.4531365961 |
| 2007-01-01 | 4.4602284014 |
| 2007-02-01 | 4.5599467412 |
| 2007-03-01 | 4.6581800712 |
| 2007-04-01 | 4.5090005457 |
| 2007-05-01 | 4.6012440095 |
| 2007-06-01 | 4.6385500360 |
| 2007-07-01 | 4.6215408282 |
| 2007-08-01 | 4.5526268126 |
| 2007-09-01 | 4.5950586056 |
| 2007-10-01 | 4.5924077180 |
| 2007-11-01 | 4.5508215217 |
| 2007-12-01 | 4.5652086102 |
| 2008-01-01 | 4.5608175720 |
| 2008-02-01 | 4.5722507266 |
| 2008-03-01 | 4.5548982751 |
| 2008-04-01 | 4.5050072726 |
| 2008-05-01 | 4.5837096199 |
| 2008-06-01 | 4.5457480800 |
| 2008-07-01 | 4.5198202952 |
| 2008-08-01 | 4.5455435800 |
| 2008-09-01 | 4.4948751256 |
| 2008-10-01 | 4.4883322654 |
| 2008-11-01 | 4.4564853780 |
| 2008-12-01 | 4.4773181288 |
| 2009-01-01 | 4.4592430424 |
| 2009-02-01 | 4.3837056013 |
| 2009-03-01 | 4.4509729932 |
| 2009-04-01 | 4.2976252055 |
| 2009-05-01 | 4.1681581453 |
| 2009-06-01 | 4.1644624404 |
| 2009-07-01 | 4.1122198538 |
| 2009-08-01 | 4.1413739691 |
| 2009-09-01 | 4.0925852409 |
| 2009-10-01 | 3.7918295464 |
| 2009-11-01 | 3.7632026771 |
| 2009-12-01 | 3.7862949939 |
| 2010-01-01 | 3.7505035985 |
| 2010-02-01 | 3.7879604489 |
| 2010-03-01 | 3.8393446920 |
| 2010-04-01 | 3.9866743388 |
| 2010-05-01 | 4.0695854104 |
| 2010-06-01 | 4.1865456970 |
| 2010-07-01 | 4.1068576140 |
| 2010-08-01 | 3.9425814766 |
| 2010-09-01 | 4.0865195665 |
| 2010-10-01 | 4.0934540099 |
| 2010-11-01 | 4.1713406844 |
| 2010-12-01 | 4.0944651775 |
| 2011-01-01 | 4.2391351334 |
| 2011-02-01 | 4.0821306722 |
| 2011-03-01 | 4.1300647622 |
| 2011-04-01 | 4.0781508257 |
| 2011-05-01 | 4.1787333617 |
| 2011-06-01 | 4.1032732638 |
| 2011-07-01 | 4.0982368762 |
| 2011-08-01 | 4.1488611481 |
| 2011-09-01 | 4.1811181891 |
| 2011-10-01 | 4.1981032592 |
| 2011-11-01 | 4.1839637974 |
| 2011-12-01 | 4.0955558296 |
| 2012-01-01 | 4.1282614300 |
| 2012-02-01 | 4.2685138447 |
| 2012-03-01 | 4.1191616512 |
| 2012-04-01 | 4.1777102913 |
| 2012-05-01 | 4.0908849568 |
| 2012-06-01 | 4.1117820859 |
| 2012-07-01 | 4.1935080539 |
| 2012-08-01 | 4.1596975761 |
| 2012-09-01 | 4.1737029737 |
| 2012-10-01 | 4.0982038783 |
| 2012-11-01 | 4.0969354404 |
| 2012-12-01 | 4.1955593062 |
| 2013-01-01 | 4.1220715293 |
| 2013-02-01 | 4.2501950560 |
| 2013-03-01 | 4.1149126568 |
| 2013-04-01 | 3.8812613431 |
| 2013-05-01 | 3.9019867771 |
| 2013-06-01 | 3.9151306088 |
| 2013-07-01 | 3.8863967549 |
| 2013-08-01 | 3.8672142346 |
| 2013-09-01 | 3.8690990718 |
| 2013-10-01 | 3.9003975635 |
| 2013-11-01 | 3.9107901715 |
| 2013-12-01 | 3.8879995110 |
| 2014-01-01 | 4.0187848924 |
| 2014-02-01 | 4.0359240801 |
| 2014-03-01 | 4.0119449665 |
| 2014-04-01 | 3.9876689956 |
| 2014-05-01 | 4.0117885127 |
| 2014-06-01 | 4.0133475567 |
| 2014-07-01 | 3.9844809361 |
| 2014-08-01 | 3.9718651639 |
| 2014-09-01 | 3.8678675219 |
| 2014-10-01 | 3.9973572565 |
| 2014-11-01 | 3.9135026737 |
| 2014-12-01 | 3.9851232227 |
| 2015-01-01 | 3.9208508804 |
| 2015-02-01 | 3.9268301262 |
| 2015-03-01 | 3.9153932612 |
| 2015-04-01 | 3.9945844521 |
| 2015-05-01 | 4.0130533630 |
| 2015-06-01 | 4.0094976032 |
| 2015-07-01 | 3.9825146774 |
| 2015-08-01 | 3.9753377049 |
| 2015-09-01 | 3.9709994900 |
| 2015-10-01 | 3.8935373755 |
| 2015-11-01 | 3.9095476439 |
| 2015-12-01 | 3.8825638632 |
| 2016-01-01 | 3.8234738228 |
| 2016-02-01 | 3.8246059815 |
| 2016-03-01 | 3.8192342717 |
| 2016-04-01 | 3.8019969217 |
| 2016-05-01 | 3.8080057696 |
| 2016-06-01 | 3.8057028291 |
| 2016-07-01 | 3.8859425643 |
| 2016-08-01 | 3.8788532623 |
| 2016-09-01 | 3.8744749384 |
| 2016-10-01 | 3.8908980867 |
| 2016-11-01 | 3.8977136577 |
| 2016-12-01 | 3.8855954286 |
| 2017-01-01 | 3.9235470964 |
| 2017-02-01 | 3.9223035421 |
| 2017-03-01 | 3.9189882723 |
| 2017-04-01 | 3.9087317006 |
| 2017-05-01 | 3.9077492940 |
| 2017-06-01 | 3.9059457774 |
| 2017-07-01 | 3.8869893879 |
| 2017-08-01 | 3.8801626377 |
| 2017-09-01 | 3.8785853835 |
| 2017-10-01 | 3.8927399553 |
| 2017-11-01 | 3.8901901045 |
| 2017-12-01 | 3.9847619045 |
| 2018-01-01 | 3.8207419487 |
| 2018-02-01 | 3.8196884849 |
| 2018-03-01 | 3.8122655809 |
| 2018-04-01 | 3.8130450718 |
| 2018-05-01 | 3.8102756307 |
| 2018-06-01 | 3.8063542309 |
| 2018-07-01 | 3.6918379142 |
| 2018-08-01 | 3.7859887864 |
| 2018-09-01 | 3.7810145337 |
| 2018-10-01 | 3.7943525748 |
| 2018-11-01 | 3.7849858842 |
| 2018-12-01 | 3.7890744930 |
| 2019-01-01 | 3.8124063645 |
| 2019-02-01 | 3.8138762099 |
| 2019-03-01 | 3.8036905163 |
| 2019-04-01 | 3.8157332308 |
| 2019-05-01 | 3.8103876128 |
| 2019-06-01 | 3.8098506701 |
| 2019-07-01 | 3.7984056958 |
| 2019-08-01 | 3.7920247653 |
| 2019-09-01 | 3.7825662257 |
| 2019-10-01 | 3.6939139718 |
| 2019-11-01 | 3.7863846384 |
| 2019-12-01 | 3.6911837908 |
| 2020-01-01 | 3.8049628722 |
| 2020-02-01 | 3.8086993651 |
| 2020-03-01 | 3.6989783365 |
| 2020-04-01 | 3.6136755265 |
| 2020-05-01 | 3.6089724027 |
| 2020-06-01 | 3.6154148466 |
| 2020-07-01 | 3.6027699113 |
| 2020-08-01 | 3.5975921243 |
| 2020-09-01 | 3.4800762241 |
| 2020-10-01 | 3.4919454935 |
| 2020-11-01 | 3.4889693229 |
| 2020-12-01 | 3.4942648485 |
| 2021-01-01 | 3.4032215050 |
| 2021-02-01 | 3.4076639648 |
| 2021-03-01 | 3.4922252145 |
| 2021-04-01 | 3.4141286653 |
| 2021-05-01 | 3.4038564027 |
| 2021-06-01 | 3.4238684694 |
| 2021-07-01 | 3.3991532746 |
| 2021-08-01 | 3.3995686189 |
| 2021-09-01 | 3.4807551430 |
| 2021-10-01 | 3.4921453155 |
| 2021-11-01 | 3.4886532952 |
| 2021-12-01 | 3.4932271320 |
| 2022-01-01 | 3.6107808215 |
| 2022-02-01 | 3.6074651725 |
| 2022-03-01 | 3.5875064263 |
| 2022-04-01 | 3.6155894825 |
| 2022-05-01 | 3.5985035153 |
| 2022-06-01 | 3.5276706274 |
| 2022-07-01 | 3.4935093738 |
| 2022-08-01 | 3.5024255258 |
| 2022-09-01 | 3.4821117017 |
| 2022-10-01 | 3.4912467253 |
| 2022-11-01 | 3.4838222986 |
| 2022-12-01 | 3.4949760531 |
| 2023-01-01 | 3.5200802499 |
| 2023-02-01 | 3.5090570044 |
| 2023-03-01 | 3.4855569061 |
| 2023-04-01 | 3.5175014747 |
| 2023-05-01 | 3.4921374265 |
| 2023-06-01 | 3.5287347484 |
| 2023-07-01 | 3.5835915102 |
| 2023-08-01 | 3.7051151976 |
| 2023-09-01 | 3.6879952654 |
| 2023-10-01 | 3.5943482760 |
| 2023-11-01 | 3.4769941302 |
| 2023-12-01 | 3.4937593112 |
| 2024-01-01 | 3.4277450229 |
| 2024-02-01 | 3.4086349485 |
| 2024-03-01 | 3.4878649181 |
| 2024-04-01 | 3.4191067336 |
| 2024-05-01 | 3.4918421137 |
| 2024-06-01 | 3.4252568793 |
| 2024-07-01 | 3.4749779563 |
| 2024-08-01 | 3.4058267415 |
| 2024-09-01 | 3.3924391008 |
| 2024-10-01 | 3.3967327780 |
| 2024-11-01 | 3.4708591541 |
| 2024-12-01 | 3.4946205041 |
| 2025-01-01 | 3.4325054861 |
| 2025-02-01 | 3.5104283322 |
| 2025-03-01 | 3.4884830967 |
| 2025-04-01 | 3.4222709326 |
| 2025-05-01 | 3.4915008038 |
| 2025-06-01 | 3.5208211434 |
| 2025-07-01 | 3.4660053657 |
| 2025-08-01 | 3.5064833312 |
| 2025-09-01 | 3.4980353558 |
| 2025-10-01 | 3.5026186851 |
| 2025-11-01 | 3.5658964482 |
| 2025-12-01 | 3.4914242522 |
| 2026-01-01 | 3.5365418377 |
| 2026-02-01 | 3.5097465822 |
| 2026-03-01 | 3.4899383934 |
| 2026-04-01 | 3.5237678529 |
| 2026-05-01 | 3.4933858978 |
| 2026-06-01 | 3.5143912478 |
| 2026-07-01 | 3.5643068977 |
| 2026-08-01 | 3.5070272185 |