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 2026-09-01 |
| Last Updated | 2026-10-20 10:33 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 | 6.3754983950 |
| 1990-02-01 | 6.4467136626 |
| 1990-03-01 | 6.4904193312 |
| 1990-04-01 | 6.3176240712 |
| 1990-05-01 | 6.4356921235 |
| 1990-06-01 | 6.3847489698 |
| 1990-07-01 | 6.3386917588 |
| 1990-08-01 | 6.3642930827 |
| 1990-09-01 | 6.3537819421 |
| 1990-10-01 | 6.1565646819 |
| 1990-11-01 | 6.2407539059 |
| 1990-12-01 | 6.1968939127 |
| 1991-01-01 | 6.3736948609 |
| 1991-02-01 | 6.3532805185 |
| 1991-03-01 | 6.2884951297 |
| 1991-04-01 | 6.3167160355 |
| 1991-05-01 | 6.3291352001 |
| 1991-06-01 | 6.3809176006 |
| 1991-07-01 | 6.3388672214 |
| 1991-08-01 | 6.3651405092 |
| 1991-09-01 | 6.3616424941 |
| 1991-10-01 | 6.3525495000 |
| 1991-11-01 | 6.4424541789 |
| 1991-12-01 | 6.3013569332 |
| 1992-01-01 | 6.1703310091 |
| 1992-02-01 | 6.0631071453 |
| 1992-03-01 | 5.9873232745 |
| 1992-04-01 | 6.0119595532 |
| 1992-05-01 | 5.8226280306 |
| 1992-06-01 | 5.7781738120 |
| 1992-07-01 | 5.8322040602 |
| 1992-08-01 | 5.7644586912 |
| 1992-09-01 | 5.7718890855 |
| 1992-10-01 | 5.7474566095 |
| 1992-11-01 | 5.7409668361 |
| 1992-12-01 | 5.8068765779 |
| 1993-01-01 | 5.4786576988 |
| 1993-02-01 | 5.4825961227 |
| 1993-03-01 | 5.4821357615 |
| 1993-04-01 | 5.5007639514 |
| 1993-05-01 | 5.6148926889 |
| 1993-06-01 | 5.5745192205 |
| 1993-07-01 | 5.5190062776 |
| 1993-08-01 | 5.4594908153 |
| 1993-09-01 | 5.4840109429 |
| 1993-10-01 | 5.5436794082 |
| 1993-11-01 | 5.5395347572 |
| 1993-12-01 | 5.5161791863 |
| 1994-01-01 | 5.5955432085 |
| 1994-02-01 | 5.4019766600 |
| 1994-03-01 | 5.5743255908 |
| 1994-04-01 | 5.1944406635 |
| 1994-05-01 | 5.2047403357 |
| 1994-06-01 | 5.1620680735 |
| 1994-07-01 | 5.1036529468 |
| 1994-08-01 | 5.1566264143 |
| 1994-09-01 | 5.0920363315 |
| 1994-10-01 | 5.1421584719 |
| 1994-11-01 | 5.0362705585 |
| 1994-12-01 | 5.1303980317 |
| 1995-01-01 | 5.1204590305 |
| 1995-02-01 | 5.1174093085 |
| 1995-03-01 | 5.0645144591 |
| 1995-04-01 | 4.9899240088 |
| 1995-05-01 | 4.7957957147 |
| 1995-06-01 | 4.8458826261 |
| 1995-07-01 | 4.8864416883 |
| 1995-08-01 | 4.8538626606 |
| 1995-09-01 | 4.7965008956 |
| 1995-10-01 | 4.6471326374 |
| 1995-11-01 | 4.6412223128 |
| 1995-12-01 | 4.4412028720 |
| 1996-01-01 | 4.4396267864 |
| 1996-02-01 | 4.4192337203 |
| 1996-03-01 | 4.4598800028 |
| 1996-04-01 | 4.5885683971 |
| 1996-05-01 | 4.4952469622 |
| 1996-06-01 | 4.6309678305 |
| 1996-07-01 | 4.4685174044 |
| 1996-08-01 | 4.4536725644 |
| 1996-09-01 | 4.3922370834 |
| 1996-10-01 | 4.4557439413 |
| 1996-11-01 | 4.4477992649 |
| 1996-12-01 | 4.5471850654 |
| 1997-01-01 | 4.3581599342 |
| 1997-02-01 | 4.3155925190 |
| 1997-03-01 | 4.3650598038 |
| 1997-04-01 | 4.2805987354 |
| 1997-05-01 | 4.2981647630 |
| 1997-06-01 | 4.3192376238 |
| 1997-07-01 | 4.2491876255 |
| 1997-08-01 | 4.2540945975 |
| 1997-09-01 | 4.2912459367 |
| 1997-10-01 | 4.2641049841 |
| 1997-11-01 | 4.2578102983 |
| 1997-12-01 | 4.2437229156 |
| 1998-01-01 | 2.6708090750 |
| 1998-02-01 | 2.7092079996 |
| 1998-03-01 | 2.6775056309 |
| 1998-04-01 | 2.6785819658 |
| 1998-05-01 | 2.6978484414 |
| 1998-06-01 | 2.7093697767 |
| 1998-07-01 | 2.7364399285 |
| 1998-08-01 | 2.6497290996 |
| 1998-09-01 | 2.6870962133 |
| 1998-10-01 | 2.6710347127 |
| 1998-11-01 | 2.6683008910 |
| 1998-12-01 | 2.7400362506 |
| 1999-01-01 | 2.7793210318 |
| 1999-02-01 | 2.8036705440 |
| 1999-03-01 | 2.6949153258 |
| 1999-04-01 | 2.6768838480 |
| 1999-05-01 | 2.5937801738 |
| 1999-06-01 | 2.6043204331 |
| 1999-07-01 | 2.7300257812 |
| 1999-08-01 | 2.6388529948 |
| 1999-09-01 | 2.5846886207 |
| 1999-10-01 | 2.8774722018 |
| 1999-11-01 | 2.7769441433 |
| 1999-12-01 | 2.8304996069 |
| 2000-01-01 | 2.8796337455 |
| 2000-02-01 | 3.0067072437 |
| 2000-03-01 | 3.0138932480 |
| 2000-04-01 | 3.0758674242 |
| 2000-05-01 | 3.0914727954 |
| 2000-06-01 | 3.1075110152 |
| 2000-07-01 | 3.1296301164 |
| 2000-08-01 | 3.1187108006 |
| 2000-09-01 | 3.0773996292 |
| 2000-10-01 | 3.0823047985 |
| 2000-11-01 | 3.0796396649 |
| 2000-12-01 | 2.9222614672 |
| 2001-01-01 | 3.5810652502 |
| 2001-02-01 | 3.6171864122 |
| 2001-03-01 | 3.6305609461 |
| 2001-04-01 | 3.6754334391 |
| 2001-05-01 | 3.7895889549 |
| 2001-06-01 | 3.8100528362 |
| 2001-07-01 | 3.8292519328 |
| 2001-08-01 | 3.9008788682 |
| 2001-09-01 | 3.8756874157 |
| 2001-10-01 | 3.8853047968 |
| 2001-11-01 | 3.8714006824 |
| 2001-12-01 | 3.9171855474 |
| 2002-01-01 | 3.8764665478 |
| 2002-02-01 | 3.9337915249 |
| 2002-03-01 | 4.0440948723 |
| 2002-04-01 | 3.9779776048 |
| 2002-05-01 | 3.9920219801 |
| 2002-06-01 | 4.0064327639 |
| 2002-07-01 | 4.0330347923 |
| 2002-08-01 | 4.0851762809 |
| 2002-09-01 | 4.1746381128 |
| 2002-10-01 | 4.1874807636 |
| 2002-11-01 | 4.2610042899 |
| 2002-12-01 | 4.3165576894 |
| 2003-01-01 | 3.8693716194 |
| 2003-02-01 | 3.8457234675 |
| 2003-03-01 | 3.8531233311 |
| 2003-04-01 | 3.9836200038 |
| 2003-05-01 | 4.0008253517 |
| 2003-06-01 | 3.9953631589 |
| 2003-07-01 | 4.0328167587 |
| 2003-08-01 | 4.0776628742 |
| 2003-09-01 | 4.0761178802 |
| 2003-10-01 | 4.0922688865 |
| 2003-11-01 | 4.0484195931 |
| 2003-12-01 | 4.1213379222 |
| 2004-01-01 | 4.0602135908 |
| 2004-02-01 | 4.0527306679 |
| 2004-03-01 | 4.0588349241 |
| 2004-04-01 | 3.9890057533 |
| 2004-05-01 | 4.0120228153 |
| 2004-06-01 | 3.9785410269 |
| 2004-07-01 | 4.0316541180 |
| 2004-08-01 | 3.9742385042 |
| 2004-09-01 | 3.9792741917 |
| 2004-10-01 | 3.9935675167 |
| 2004-11-01 | 4.0424494265 |
| 2004-12-01 | 3.9295090849 |
| 2005-01-01 | 4.0572427842 |
| 2005-02-01 | 4.0528151155 |
| 2005-03-01 | 3.9594831984 |
| 2005-04-01 | 4.1002549821 |
| 2005-05-01 | 4.0160028480 |
| 2005-06-01 | 4.0599648138 |
| 2005-07-01 | 4.0267763570 |
| 2005-08-01 | 4.0708544463 |
| 2005-09-01 | 4.0855161552 |
| 2005-10-01 | 4.0947818873 |
| 2005-11-01 | 4.1402141235 |
| 2005-12-01 | 4.1427673489 |
| 2006-01-01 | 4.1567368859 |
| 2006-02-01 | 4.1530145183 |
| 2006-03-01 | 4.1584865882 |
| 2006-04-01 | 4.1071309372 |
| 2006-05-01 | 4.2138192820 |
| 2006-06-01 | 4.3447024318 |
| 2006-07-01 | 4.4251446153 |
| 2006-08-01 | 4.3625435780 |
| 2006-09-01 | 4.2907622210 |
| 2006-10-01 | 4.3922595132 |
| 2006-11-01 | 4.4459819691 |
| 2006-12-01 | 4.4531435920 |
| 2007-01-01 | 4.4602297888 |
| 2007-02-01 | 4.5599475801 |
| 2007-03-01 | 4.6581814611 |
| 2007-04-01 | 4.5089981064 |
| 2007-05-01 | 4.6012427954 |
| 2007-06-01 | 4.6385472454 |
| 2007-07-01 | 4.6215372063 |
| 2007-08-01 | 4.5526225041 |
| 2007-09-01 | 4.5950521855 |
| 2007-10-01 | 4.5924136649 |
| 2007-11-01 | 4.5508263682 |
| 2007-12-01 | 4.5652142353 |
| 2008-01-01 | 4.5608199170 |
| 2008-02-01 | 4.5722526493 |
| 2008-03-01 | 4.5548996114 |
| 2008-04-01 | 4.5050052530 |
| 2008-05-01 | 4.5837082171 |
| 2008-06-01 | 4.5457451325 |
| 2008-07-01 | 4.5198156441 |
| 2008-08-01 | 4.5455372254 |
| 2008-09-01 | 4.4948664818 |
| 2008-10-01 | 4.4883409212 |
| 2008-11-01 | 4.4564921892 |
| 2008-12-01 | 4.4773232751 |
| 2009-01-01 | 4.4592457451 |
| 2009-02-01 | 4.3837078634 |
| 2009-03-01 | 4.4509736655 |
| 2009-04-01 | 4.2976235905 |
| 2009-05-01 | 4.1681563566 |
| 2009-06-01 | 4.1644595424 |
| 2009-07-01 | 4.1122149472 |
| 2009-08-01 | 4.1413671382 |
| 2009-09-01 | 4.0925768781 |
| 2009-10-01 | 3.7918382528 |
| 2009-11-01 | 3.7632096462 |
| 2009-12-01 | 3.7863002912 |
| 2010-01-01 | 3.7505058615 |
| 2010-02-01 | 3.7879625230 |
| 2010-03-01 | 3.8393451058 |
| 2010-04-01 | 3.9866731328 |
| 2010-05-01 | 4.0695835560 |
| 2010-06-01 | 4.1865432163 |
| 2010-07-01 | 4.1068531171 |
| 2010-08-01 | 3.9425748337 |
| 2010-09-01 | 4.0865116483 |
| 2010-10-01 | 4.0934625481 |
| 2010-11-01 | 4.1713472720 |
| 2010-12-01 | 4.0944699415 |
| 2011-01-01 | 4.2391367983 |
| 2011-02-01 | 4.0821320808 |
| 2011-03-01 | 4.1300646866 |
| 2011-04-01 | 4.0781497768 |
| 2011-05-01 | 4.1787316355 |
| 2011-06-01 | 4.1032713922 |
| 2011-07-01 | 4.0982335655 |
| 2011-08-01 | 4.1488563912 |
| 2011-09-01 | 4.1811129183 |
| 2011-10-01 | 4.1981091733 |
| 2011-11-01 | 4.1839685257 |
| 2011-12-01 | 4.0955593493 |
| 2012-01-01 | 4.1282623098 |
| 2012-02-01 | 4.2685147926 |
| 2012-03-01 | 4.1191614735 |
| 2012-04-01 | 4.1777093332 |
| 2012-05-01 | 4.0908837419 |
| 2012-06-01 | 4.1117809179 |
| 2012-07-01 | 4.1935061312 |
| 2012-08-01 | 4.1596949675 |
| 2012-09-01 | 4.1737003189 |
| 2012-10-01 | 4.0982070175 |
| 2012-11-01 | 4.0969380835 |
| 2012-12-01 | 4.1955613542 |
| 2013-01-01 | 4.1220719334 |
| 2013-02-01 | 4.2501954806 |
| 2013-03-01 | 4.1149124280 |
| 2013-04-01 | 3.8812605671 |
| 2013-05-01 | 3.9019860403 |
| 2013-06-01 | 3.9151300307 |
| 2013-07-01 | 3.8863960296 |
| 2013-08-01 | 3.8672136309 |
| 2013-09-01 | 3.8690989458 |
| 2013-10-01 | 3.9003979345 |
| 2013-11-01 | 3.9107908280 |
| 2013-12-01 | 3.8880002588 |
| 2014-01-01 | 4.0187850512 |
| 2014-02-01 | 4.0359243374 |
| 2014-03-01 | 4.0119449895 |
| 2014-04-01 | 3.9876687440 |
| 2014-05-01 | 4.0117883428 |
| 2014-06-01 | 4.0133473170 |
| 2014-07-01 | 3.9844805522 |
| 2014-08-01 | 3.9718648587 |
| 2014-09-01 | 3.8678672822 |
| 2014-10-01 | 3.9973574239 |
| 2014-11-01 | 3.9135031584 |
| 2014-12-01 | 3.9851233859 |
| 2015-01-01 | 3.9208515030 |
| 2015-02-01 | 3.9268304794 |
| 2015-03-01 | 3.9153933275 |
| 2015-04-01 | 3.9945841804 |
| 2015-05-01 | 4.0130529909 |
| 2015-06-01 | 4.0094970969 |
| 2015-07-01 | 3.9825137766 |
| 2015-08-01 | 3.9753370042 |
| 2015-09-01 | 3.9709990552 |
| 2015-10-01 | 3.8935379114 |
| 2015-11-01 | 3.9095490958 |
| 2015-12-01 | 3.8825648061 |
| 2016-01-01 | 3.8234755055 |
| 2016-02-01 | 3.8246068104 |
| 2016-03-01 | 3.8192339820 |
| 2016-04-01 | 3.8019957199 |
| 2016-05-01 | 3.8080042529 |
| 2016-06-01 | 3.8057015417 |
| 2016-07-01 | 3.8859408042 |
| 2016-08-01 | 3.8788517854 |
| 2016-09-01 | 3.8744740130 |
| 2016-10-01 | 3.8908981059 |
| 2016-11-01 | 3.8977149951 |
| 2016-12-01 | 3.8855950595 |
| 2017-01-01 | 3.9235668706 |
| 2017-02-01 | 3.9223015286 |
| 2017-03-01 | 3.9189883506 |
| 2017-04-01 | 3.9087136706 |
| 2017-05-01 | 3.9077490451 |
| 2017-06-01 | 3.9059456393 |
| 2017-07-01 | 3.8869882542 |
| 2017-08-01 | 3.8801612057 |
| 2017-09-01 | 3.8785850503 |
| 2017-10-01 | 3.8927387341 |
| 2017-11-01 | 3.8901900142 |
| 2017-12-01 | 3.9847600159 |
| 2018-01-01 | 3.8207803400 |
| 2018-02-01 | 3.8196862807 |
| 2018-03-01 | 3.8122603350 |
| 2018-04-01 | 3.8130151652 |
| 2018-05-01 | 3.8102804472 |
| 2018-06-01 | 3.8063565691 |
| 2018-07-01 | 3.6918367859 |
| 2018-08-01 | 3.7859861246 |
| 2018-09-01 | 3.7810143379 |
| 2018-10-01 | 3.7943509604 |
| 2018-11-01 | 3.7849857170 |
| 2018-12-01 | 3.7890706027 |
| 2019-01-01 | 3.8124545444 |
| 2019-02-01 | 3.8138588782 |
| 2019-03-01 | 3.8036671437 |
| 2019-04-01 | 3.8156892024 |
| 2019-05-01 | 3.8104094247 |
| 2019-06-01 | 3.8098780822 |
| 2019-07-01 | 3.7984299810 |
| 2019-08-01 | 3.7920396746 |
| 2019-09-01 | 3.7825727095 |
| 2019-10-01 | 3.6939060210 |
| 2019-11-01 | 3.7863688409 |
| 2019-12-01 | 3.6911580951 |
| 2020-01-01 | 3.8049692218 |
| 2020-02-01 | 3.8086322679 |
| 2020-03-01 | 3.6989077389 |
| 2020-04-01 | 3.6136288270 |
| 2020-05-01 | 3.6090502929 |
| 2020-06-01 | 3.6155573786 |
| 2020-07-01 | 3.6029425307 |
| 2020-08-01 | 3.5974845847 |
| 2020-09-01 | 3.4801301963 |
| 2020-10-01 | 3.4920020323 |
| 2020-11-01 | 3.4888495435 |
| 2020-12-01 | 3.4942379150 |
| 2021-01-01 | 3.4031456237 |
| 2021-02-01 | 3.4075878620 |
| 2021-03-01 | 3.4919841829 |
| 2021-04-01 | 3.4138969710 |
| 2021-05-01 | 3.4037033376 |
| 2021-06-01 | 3.4238356247 |
| 2021-07-01 | 3.4010420920 |
| 2021-08-01 | 3.3990738733 |
| 2021-09-01 | 3.4806617450 |
| 2021-10-01 | 3.4921381340 |
| 2021-11-01 | 3.4883387744 |
| 2021-12-01 | 3.4931026001 |
| 2022-01-01 | 3.6106515441 |
| 2022-02-01 | 3.6072854997 |
| 2022-03-01 | 3.5869712870 |
| 2022-04-01 | 3.6151484984 |
| 2022-05-01 | 3.5981040953 |
| 2022-06-01 | 3.5275429216 |
| 2022-07-01 | 3.4972618523 |
| 2022-08-01 | 3.5017206533 |
| 2022-09-01 | 3.4820267827 |
| 2022-10-01 | 3.4912947515 |
| 2022-11-01 | 3.4828714315 |
| 2022-12-01 | 3.4948747650 |
| 2023-01-01 | 3.5199611482 |
| 2023-02-01 | 3.5087598739 |
| 2023-03-01 | 3.4846550922 |
| 2023-04-01 | 3.5165588299 |
| 2023-05-01 | 3.4908942601 |
| 2023-06-01 | 3.5275738783 |
| 2023-07-01 | 3.5922847333 |
| 2023-08-01 | 3.7030638931 |
| 2023-09-01 | 3.6881429973 |
| 2023-10-01 | 3.5941888384 |
| 2023-11-01 | 3.4753811280 |
| 2023-12-01 | 3.4934886010 |
| 2024-01-01 | 3.4275752974 |
| 2024-02-01 | 3.4081123299 |
| 2024-03-01 | 3.4865988202 |
| 2024-04-01 | 3.4177290603 |
| 2024-05-01 | 3.4899954719 |
| 2024-06-01 | 3.4234202762 |
| 2024-07-01 | 3.4872650434 |
| 2024-08-01 | 3.4030396348 |
| 2024-09-01 | 3.3934425256 |
| 2024-10-01 | 3.3963780822 |
| 2024-11-01 | 3.4684284907 |
| 2024-12-01 | 3.4942151730 |
| 2025-01-01 | 3.4322109702 |
| 2025-02-01 | 3.5097055395 |
| 2025-03-01 | 3.4868502863 |
| 2025-04-01 | 3.4202909268 |
| 2025-05-01 | 3.4887518555 |
| 2025-06-01 | 3.5178343270 |
| 2025-07-01 | 3.4828416211 |
| 2025-08-01 | 3.5026126347 |
| 2025-09-01 | 3.5003064977 |
| 2025-10-01 | 3.5017822860 |
| 2025-11-01 | 3.5629376073 |
| 2025-12-01 | 3.4906578524 |
| 2026-01-01 | 3.5360466667 |
| 2026-02-01 | 3.5087249021 |
| 2026-03-01 | 3.4880528986 |
| 2026-04-01 | 3.5215819184 |
| 2026-05-01 | 3.4904335228 |
| 2026-06-01 | 3.5112275457 |
| 2026-07-01 | 3.5822924445 |
| 2026-08-01 | 3.5034426087 |
| 2026-09-01 | 3.5033583439 |