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 2026-06-01 |
| Last Updated | 2026-07-22 9:38 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 | 6.37550352439958 |
| 1990-02-01 | 6.44671777094729 |
| 1990-03-01 | 6.49042123794027 |
| 1990-04-01 | 6.31751360662192 |
| 1990-05-01 | 6.43567146427445 |
| 1990-06-01 | 6.38474058061986 |
| 1990-07-01 | 6.33868515646774 |
| 1990-08-01 | 6.36429300315032 |
| 1990-09-01 | 6.35378554322753 |
| 1990-10-01 | 6.15658593397240 |
| 1990-11-01 | 6.24080074458690 |
| 1990-12-01 | 6.19695105607849 |
| 1991-01-01 | 6.37370671154517 |
| 1991-02-01 | 6.35328542697434 |
| 1991-03-01 | 6.28852148536155 |
| 1991-04-01 | 6.31659587815323 |
| 1991-05-01 | 6.32909794780887 |
| 1991-06-01 | 6.38090265684471 |
| 1991-07-01 | 6.33885816839734 |
| 1991-08-01 | 6.36514044916260 |
| 1991-09-01 | 6.36164798498171 |
| 1991-10-01 | 6.35257231876077 |
| 1991-11-01 | 6.44249791356877 |
| 1991-12-01 | 6.30141620620042 |
| 1992-01-01 | 6.17035308612811 |
| 1992-02-01 | 6.06311400301502 |
| 1992-03-01 | 5.98737251528022 |
| 1992-04-01 | 6.01184040128482 |
| 1992-05-01 | 5.82256614664617 |
| 1992-06-01 | 5.77814717164067 |
| 1992-07-01 | 5.83218846398381 |
| 1992-08-01 | 5.76445602485115 |
| 1992-09-01 | 5.77189595902515 |
| 1992-10-01 | 5.74748061777672 |
| 1992-11-01 | 5.74100707261936 |
| 1992-12-01 | 5.80695221878857 |
| 1993-01-01 | 5.47869217489813 |
| 1993-02-01 | 5.48260381329206 |
| 1993-03-01 | 5.48220981562612 |
| 1993-04-01 | 5.50062722444511 |
| 1993-05-01 | 5.61481284430765 |
| 1993-06-01 | 5.57448054996728 |
| 1993-07-01 | 5.51898626634270 |
| 1993-08-01 | 5.45948793723421 |
| 1993-09-01 | 5.48402260874456 |
| 1993-10-01 | 5.54370783785092 |
| 1993-11-01 | 5.53957115609941 |
| 1993-12-01 | 5.51627590312122 |
| 1994-01-01 | 5.59557818918143 |
| 1994-02-01 | 5.40197972608328 |
| 1994-03-01 | 5.57439573833414 |
| 1994-04-01 | 5.19430972527964 |
| 1994-05-01 | 5.20465158955333 |
| 1994-06-01 | 5.16202215532268 |
| 1994-07-01 | 5.10363016550168 |
| 1994-08-01 | 5.15662378330833 |
| 1994-09-01 | 5.09205170406825 |
| 1994-10-01 | 5.14219123021189 |
| 1994-11-01 | 5.03631006512357 |
| 1994-12-01 | 5.13052222542627 |
| 1995-01-01 | 5.12047765446569 |
| 1995-02-01 | 5.11739751005231 |
| 1995-03-01 | 5.06457725907042 |
| 1995-04-01 | 4.98978649150879 |
| 1995-05-01 | 4.79571311302016 |
| 1995-06-01 | 4.84583704705443 |
| 1995-07-01 | 4.88642388098404 |
| 1995-08-01 | 4.85386632832389 |
| 1995-09-01 | 4.79652425818901 |
| 1995-10-01 | 4.64717347627079 |
| 1995-11-01 | 4.64126649431179 |
| 1995-12-01 | 4.44133798678149 |
| 1996-01-01 | 4.43961152096084 |
| 1996-02-01 | 4.41920455468288 |
| 1996-03-01 | 4.45990823616485 |
| 1996-04-01 | 4.58845807794504 |
| 1996-05-01 | 4.49518197116022 |
| 1996-06-01 | 4.63093062459772 |
| 1996-07-01 | 4.46850611671072 |
| 1996-08-01 | 4.45368207850031 |
| 1996-09-01 | 4.39226521778574 |
| 1996-10-01 | 4.45578931098388 |
| 1996-11-01 | 4.44784939402809 |
| 1996-12-01 | 4.54732074678752 |
| 1997-01-01 | 4.35810879847349 |
| 1997-02-01 | 4.31554645586681 |
| 1997-03-01 | 4.36505638699725 |
| 1997-04-01 | 4.28050920062967 |
| 1997-05-01 | 4.29812556608143 |
| 1997-06-01 | 4.31921335117807 |
| 1997-07-01 | 4.24918579161571 |
| 1997-08-01 | 4.25411078197714 |
| 1997-09-01 | 4.29127831604629 |
| 1997-10-01 | 4.26415277527149 |
| 1997-11-01 | 4.25786275703514 |
| 1997-12-01 | 4.24383992391179 |
| 1998-01-01 | 2.67073037189364 |
| 1998-02-01 | 2.70915308194085 |
| 1998-03-01 | 2.67747261508190 |
| 1998-04-01 | 2.67852741267280 |
| 1998-05-01 | 2.69782729932760 |
| 1998-06-01 | 2.70935788517535 |
| 1998-07-01 | 2.73644389931111 |
| 1998-08-01 | 2.64974823085299 |
| 1998-09-01 | 2.68712826903004 |
| 1998-10-01 | 2.67108157852597 |
| 1998-11-01 | 2.66835580954809 |
| 1998-12-01 | 2.74013247784611 |
| 1999-01-01 | 2.77922180575716 |
| 1999-02-01 | 2.80361478045867 |
| 1999-03-01 | 2.69488163687224 |
| 1999-04-01 | 2.67684552430384 |
| 1999-05-01 | 2.59376615597709 |
| 1999-06-01 | 2.60431534713576 |
| 1999-07-01 | 2.73003329564474 |
| 1999-08-01 | 2.63887366089757 |
| 1999-09-01 | 2.58472045244809 |
| 1999-10-01 | 2.87751804329872 |
| 1999-11-01 | 2.77699826277073 |
| 1999-12-01 | 2.83057454419686 |
| 2000-01-01 | 2.87952285454868 |
| 2000-02-01 | 3.00665611542879 |
| 2000-03-01 | 3.01386963252248 |
| 2000-04-01 | 3.07584413027676 |
| 2000-05-01 | 3.09145975157356 |
| 2000-06-01 | 3.10750854569395 |
| 2000-07-01 | 3.12963658307789 |
| 2000-08-01 | 3.11872889655932 |
| 2000-09-01 | 3.07742741541040 |
| 2000-10-01 | 3.08234557977054 |
| 2000-11-01 | 3.07968790401509 |
| 2000-12-01 | 2.92233310922696 |
| 2001-01-01 | 3.58095418702758 |
| 2001-02-01 | 3.61714118285563 |
| 2001-03-01 | 3.63054890555641 |
| 2001-04-01 | 3.67541210615990 |
| 2001-05-01 | 3.78957726842711 |
| 2001-06-01 | 3.81005028667148 |
| 2001-07-01 | 3.82925665320594 |
| 2001-08-01 | 3.90089288498609 |
| 2001-09-01 | 3.87570950870903 |
| 2001-10-01 | 3.88533704953824 |
| 2001-11-01 | 3.87143948475561 |
| 2001-12-01 | 3.91726843534874 |
| 2002-01-01 | 3.87636501785126 |
| 2002-02-01 | 3.93374822338372 |
| 2002-03-01 | 4.04409119166169 |
| 2002-04-01 | 3.97795459178255 |
| 2002-05-01 | 3.99200960612177 |
| 2002-06-01 | 4.00642874387744 |
| 2002-07-01 | 4.03303721055975 |
| 2002-08-01 | 4.08518590832713 |
| 2002-09-01 | 4.17465452116063 |
| 2002-10-01 | 4.18750537545708 |
| 2002-11-01 | 4.26103569245434 |
| 2002-12-01 | 4.31665439393541 |
| 2003-01-01 | 3.86928072898858 |
| 2003-02-01 | 3.84568388596133 |
| 2003-03-01 | 3.85312082950326 |
| 2003-04-01 | 3.98359504385610 |
| 2003-05-01 | 4.00081280969358 |
| 2003-06-01 | 3.99535867554223 |
| 2003-07-01 | 4.03281755873153 |
| 2003-08-01 | 4.07766861896651 |
| 2003-09-01 | 4.07612925297526 |
| 2003-10-01 | 4.09228652513199 |
| 2003-11-01 | 4.04844469532816 |
| 2003-12-01 | 4.12143965030381 |
| 2004-01-01 | 4.06013925349347 |
| 2004-02-01 | 4.05269406104417 |
| 2004-03-01 | 4.05883329457649 |
| 2004-04-01 | 3.98897685095279 |
| 2004-05-01 | 4.01201192857372 |
| 2004-06-01 | 3.97853825596972 |
| 2004-07-01 | 4.03165519287214 |
| 2004-08-01 | 3.97424227286103 |
| 2004-09-01 | 3.97928173097926 |
| 2004-10-01 | 3.99357849050774 |
| 2004-11-01 | 4.04246400170246 |
| 2004-12-01 | 3.92959487419281 |
| 2005-01-01 | 4.05719788502272 |
| 2005-02-01 | 4.05278956769350 |
| 2005-03-01 | 3.95947774473893 |
| 2005-04-01 | 4.10022548681025 |
| 2005-05-01 | 4.01599454353897 |
| 2005-06-01 | 4.05996360119055 |
| 2005-07-01 | 4.02677738056489 |
| 2005-08-01 | 4.07085656083711 |
| 2005-09-01 | 4.08552041492682 |
| 2005-10-01 | 4.09478715200480 |
| 2005-11-01 | 4.14022020888369 |
| 2005-12-01 | 4.14283144555314 |
| 2006-01-01 | 4.15671889659474 |
| 2006-02-01 | 4.15299923695226 |
| 2006-03-01 | 4.15847756610717 |
| 2006-04-01 | 4.10710325284412 |
| 2006-05-01 | 4.21381437713248 |
| 2006-06-01 | 4.34470268577851 |
| 2006-07-01 | 4.42514581734963 |
| 2006-08-01 | 4.36254446248650 |
| 2006-09-01 | 4.29076353271417 |
| 2006-10-01 | 4.39226382572473 |
| 2006-11-01 | 4.44598453138990 |
| 2006-12-01 | 4.45317861514124 |
| 2007-01-01 | 4.46022834852235 |
| 2007-02-01 | 4.55994476475378 |
| 2007-03-01 | 4.65817159457515 |
| 2007-04-01 | 4.50897662025643 |
| 2007-05-01 | 4.60124010546095 |
| 2007-06-01 | 4.63854748183358 |
| 2007-07-01 | 4.62153689958421 |
| 2007-08-01 | 4.55262138000329 |
| 2007-09-01 | 4.59505108979405 |
| 2007-10-01 | 4.59241957427126 |
| 2007-11-01 | 4.55083122020595 |
| 2007-12-01 | 4.56523008715797 |
| 2008-01-01 | 4.56082226719205 |
| 2008-02-01 | 4.57225413735743 |
| 2008-03-01 | 4.55489319618851 |
| 2008-04-01 | 4.50498928679081 |
| 2008-05-01 | 4.58370729868776 |
| 2008-06-01 | 4.54574541608632 |
| 2008-07-01 | 4.51981451471490 |
| 2008-08-01 | 4.54553469865366 |
| 2008-09-01 | 4.49486331581544 |
| 2008-10-01 | 4.48834835849795 |
| 2008-11-01 | 4.45649829378103 |
| 2008-12-01 | 4.47732823143911 |
| 2009-01-01 | 4.45924895085241 |
| 2009-02-01 | 4.38371027029496 |
| 2009-03-01 | 4.45096987406401 |
| 2009-04-01 | 4.29761448180764 |
| 2009-05-01 | 4.16815561099597 |
| 2009-06-01 | 4.16445915913148 |
| 2009-07-01 | 4.11221303941232 |
| 2009-08-01 | 4.14136394078582 |
| 2009-09-01 | 4.09257290184142 |
| 2009-10-01 | 3.79184484575468 |
| 2009-11-01 | 3.76321478150862 |
| 2009-12-01 | 3.78630420208178 |
| 2010-01-01 | 3.75050779840121 |
| 2010-02-01 | 3.78796405619732 |
| 2010-03-01 | 3.83934289914669 |
| 2010-04-01 | 3.98666900723932 |
| 2010-05-01 | 4.06958269318770 |
| 2010-06-01 | 4.18654223072586 |
| 2010-07-01 | 4.10685094252862 |
| 2010-08-01 | 3.94257140497414 |
| 2010-09-01 | 4.08650714496199 |
| 2010-10-01 | 4.09346858228113 |
| 2010-11-01 | 4.17135172620094 |
| 2010-12-01 | 4.09447302612433 |
| 2011-01-01 | 4.23913780995677 |
| 2011-02-01 | 4.08213261732107 |
| 2011-03-01 | 4.13006390077890 |
| 2011-04-01 | 4.07814872017158 |
| 2011-05-01 | 4.17873030625638 |
| 2011-06-01 | 4.10327024861676 |
| 2011-07-01 | 4.09823160888962 |
| 2011-08-01 | 4.14885366134318 |
| 2011-09-01 | 4.18110969143259 |
| 2011-10-01 | 4.19811322121576 |
| 2011-11-01 | 4.18397166674905 |
| 2011-12-01 | 4.09556161470604 |
| 2012-01-01 | 4.12826292615173 |
| 2012-02-01 | 4.26851526064171 |
| 2012-03-01 | 4.11916105904557 |
| 2012-04-01 | 4.17770860413280 |
| 2012-05-01 | 4.09088290451228 |
| 2012-06-01 | 4.11178021191277 |
| 2012-07-01 | 4.19350493981959 |
| 2012-08-01 | 4.15969340507313 |
| 2012-09-01 | 4.17369861222385 |
| 2012-10-01 | 4.09820911329413 |
| 2012-11-01 | 4.09693980985656 |
| 2012-12-01 | 4.19556266364611 |
| 2013-01-01 | 4.12207223855796 |
| 2013-02-01 | 4.25019567550218 |
| 2013-03-01 | 4.11491220169794 |
| 2013-04-01 | 3.88126001363439 |
| 2013-05-01 | 3.90198553715551 |
| 2013-06-01 | 3.91512967008878 |
| 2013-07-01 | 3.88639572723218 |
| 2013-08-01 | 3.86721328377129 |
| 2013-09-01 | 3.86909883691130 |
| 2013-10-01 | 3.90039816970082 |
| 2013-11-01 | 3.91079123291488 |
| 2013-12-01 | 3.88800071072977 |
| 2014-01-01 | 4.01878515129036 |
| 2014-02-01 | 4.03592443912029 |
| 2014-03-01 | 4.01194495420138 |
| 2014-04-01 | 3.98766857291041 |
| 2014-05-01 | 4.01178825425132 |
| 2014-06-01 | 4.01334719624699 |
| 2014-07-01 | 3.98448063157382 |
| 2014-08-01 | 3.97186462169444 |
| 2014-09-01 | 3.86786700446260 |
| 2014-10-01 | 3.99735740554722 |
| 2014-11-01 | 3.91350333170383 |
| 2014-12-01 | 3.98512314553464 |
| 2015-01-01 | 3.92085187054525 |
| 2015-02-01 | 3.92683079128694 |
| 2015-03-01 | 3.91539371364124 |
| 2015-04-01 | 3.99458454729276 |
| 2015-05-01 | 4.01305324603680 |
| 2015-06-01 | 4.00949694766193 |
| 2015-07-01 | 3.98251376770231 |
| 2015-08-01 | 3.97533565941502 |
| 2015-09-01 | 3.97099758774977 |
| 2015-10-01 | 3.89353719669146 |
| 2015-11-01 | 3.90954936227929 |
| 2015-12-01 | 3.88256483020981 |
| 2016-01-01 | 3.82347706753382 |
| 2016-02-01 | 3.82460830904387 |
| 2016-03-01 | 3.81923547902873 |
| 2016-04-01 | 3.80199706402533 |
| 2016-05-01 | 3.80800512355495 |
| 2016-06-01 | 3.80570141942343 |
| 2016-07-01 | 3.88593984143008 |
| 2016-08-01 | 3.87884777665425 |
| 2016-09-01 | 3.87446950166384 |
| 2016-10-01 | 3.89089416832270 |
| 2016-11-01 | 3.89771307762082 |
| 2016-12-01 | 3.88559303688284 |
| 2017-01-01 | 3.92358724947140 |
| 2017-02-01 | 3.92230074755635 |
| 2017-03-01 | 3.91899102928966 |
| 2017-04-01 | 3.90870627717256 |
| 2017-05-01 | 3.90775337667207 |
| 2017-06-01 | 3.90594962382054 |
| 2017-07-01 | 3.88699238563050 |
| 2017-08-01 | 3.88016205741859 |
| 2017-09-01 | 3.87854411952946 |
| 2017-10-01 | 3.89273804272525 |
| 2017-11-01 | 3.89019039214332 |
| 2017-12-01 | 3.98475977076998 |
| 2018-01-01 | 3.82082264970359 |
| 2018-02-01 | 3.81968751471453 |
| 2018-03-01 | 3.81226090866847 |
| 2018-04-01 | 3.81300186727776 |
| 2018-05-01 | 3.81028856953098 |
| 2018-06-01 | 3.80636202136243 |
| 2018-07-01 | 3.69184205490948 |
| 2018-08-01 | 3.78599124509442 |
| 2018-09-01 | 3.78094085795206 |
| 2018-10-01 | 3.79436054593202 |
| 2018-11-01 | 3.78499401915713 |
| 2018-12-01 | 3.78907208324986 |
| 2019-01-01 | 3.81250743982201 |
| 2019-02-01 | 3.81384308066761 |
| 2019-03-01 | 3.80364894325981 |
| 2019-04-01 | 3.81566504120807 |
| 2019-05-01 | 3.81043015874687 |
| 2019-06-01 | 3.80990350672739 |
| 2019-07-01 | 3.79845820000277 |
| 2019-08-01 | 3.79206884557372 |
| 2019-09-01 | 3.78248055791302 |
| 2019-10-01 | 3.69393414115616 |
| 2019-11-01 | 3.78638388131690 |
| 2019-12-01 | 3.69114943514466 |
| 2020-01-01 | 3.80498065128714 |
| 2020-02-01 | 3.80855767648568 |
| 2020-03-01 | 3.69883412308513 |
| 2020-04-01 | 3.61359640037622 |
| 2020-05-01 | 3.60911034095319 |
| 2020-06-01 | 3.61566583482904 |
| 2020-07-01 | 3.60308089251726 |
| 2020-08-01 | 3.59745935390558 |
| 2020-09-01 | 3.47997873260210 |
| 2020-10-01 | 3.49207055523404 |
| 2020-11-01 | 3.48909439422049 |
| 2020-12-01 | 3.49419881875881 |
| 2021-01-01 | 3.40305995749513 |
| 2021-02-01 | 3.40727395518409 |
| 2021-03-01 | 3.49172847201577 |
| 2021-04-01 | 3.41365505139792 |
| 2021-05-01 | 3.40389723570558 |
| 2021-06-01 | 3.42368923283893 |
| 2021-07-01 | 3.40262690023140 |
| 2021-08-01 | 3.39865985294576 |
| 2021-09-01 | 3.48019355860516 |
| 2021-10-01 | 3.49210090018239 |
| 2021-11-01 | 3.48877040941239 |
| 2021-12-01 | 3.49303300074089 |
| 2022-01-01 | 3.61047663370339 |
| 2022-02-01 | 3.60683067353470 |
| 2022-03-01 | 3.58664083477218 |
| 2022-04-01 | 3.61428098088087 |
| 2022-05-01 | 3.59857563172999 |
| 2022-06-01 | 3.52726605196068 |
| 2022-07-01 | 3.50035202803384 |
| 2022-08-01 | 3.50087475872059 |
| 2022-09-01 | 3.48115997054625 |
| 2022-10-01 | 3.49099172832894 |
| 2022-11-01 | 3.48391440012232 |
| 2022-12-01 | 3.49471770488430 |
| 2023-01-01 | 3.51966691244048 |
| 2023-02-01 | 3.50812378964555 |
| 2023-03-01 | 3.48419291278427 |
| 2023-04-01 | 3.51492480878698 |
| 2023-05-01 | 3.49145863593985 |
| 2023-06-01 | 3.52700434127893 |
| 2023-07-01 | 3.59818774007428 |
| 2023-08-01 | 3.70117368438536 |
| 2023-09-01 | 3.68647799166682 |
| 2023-10-01 | 3.59337098215067 |
| 2023-11-01 | 3.47684685184090 |
| 2023-12-01 | 3.49344233992899 |
| 2024-01-01 | 3.42750648608441 |
| 2024-02-01 | 3.40776326382231 |
| 2024-03-01 | 3.48632215260926 |
| 2024-04-01 | 3.41556206100128 |
| 2024-05-01 | 3.49048041255122 |
| 2024-06-01 | 3.42252278628298 |
| 2024-07-01 | 3.49469338606594 |
| 2024-08-01 | 3.40021791126629 |
| 2024-09-01 | 3.39066322438697 |
| 2024-10-01 | 3.39519906341511 |
| 2024-11-01 | 3.47066192019555 |
| 2024-12-01 | 3.49443606133653 |
| 2025-01-01 | 3.43253483431595 |
| 2025-02-01 | 3.50970542024517 |
| 2025-03-01 | 3.48679528594223 |
| 2025-04-01 | 3.41791394166642 |
| 2025-05-01 | 3.48906123354810 |
| 2025-06-01 | 3.51631671321222 |
| 2025-07-01 | 3.49212951016108 |
| 2025-08-01 | 3.49850385535804 |
| 2025-09-01 | 3.49583008400426 |
| 2025-10-01 | 3.50036556090821 |
| 2025-11-01 | 3.56556875949554 |
| 2025-12-01 | 3.49136460970725 |
| 2026-01-01 | 3.53702816587287 |
| 2026-02-01 | 3.50942839838336 |
| 2026-03-01 | 3.48843685594169 |
| 2026-04-01 | 3.51908882974967 |
| 2026-05-01 | 3.49057630306283 |
| 2026-06-01 | 3.50931464697185 |