Table Data - All Employees: Wholesale Trade in Roanoke, VA (MSA)
| Title | All Employees: Wholesale Trade in Roanoke, VA (MSA) |
|---|---|
| Series ID | SMU51402204100000001SA |
| 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 | 7.00973599411313 |
| 1990-02-01 | 7.04446605041967 |
| 1990-03-01 | 7.08709419182741 |
| 1990-04-01 | 7.16640334750230 |
| 1990-05-01 | 7.19075012018143 |
| 1990-06-01 | 7.22525766379664 |
| 1990-07-01 | 7.19707717806062 |
| 1990-08-01 | 7.19591784655470 |
| 1990-09-01 | 7.19383301549171 |
| 1990-10-01 | 7.19228377508521 |
| 1990-11-01 | 7.21188653304834 |
| 1990-12-01 | 7.18269254270739 |
| 1991-01-01 | 7.11236732886322 |
| 1991-02-01 | 7.14219027225864 |
| 1991-03-01 | 7.18831144804030 |
| 1991-04-01 | 6.86741614351729 |
| 1991-05-01 | 6.99252474436585 |
| 1991-06-01 | 6.92740815625515 |
| 1991-07-01 | 6.69360446954442 |
| 1991-08-01 | 6.70043568596198 |
| 1991-09-01 | 6.69371751059602 |
| 1991-10-01 | 6.68806054755472 |
| 1991-11-01 | 6.70669160561129 |
| 1991-12-01 | 6.67947909677142 |
| 1992-01-01 | 6.81613679859217 |
| 1992-02-01 | 6.73908700141468 |
| 1992-03-01 | 6.89497339864509 |
| 1992-04-01 | 6.76981908500559 |
| 1992-05-01 | 6.79829182921510 |
| 1992-06-01 | 6.82945498791144 |
| 1992-07-01 | 6.78591863726246 |
| 1992-08-01 | 6.80276241195394 |
| 1992-09-01 | 6.79273842994031 |
| 1992-10-01 | 6.78347083763916 |
| 1992-11-01 | 6.70122894151870 |
| 1992-12-01 | 6.77614679433124 |
| 1993-01-01 | 6.81917456603631 |
| 1993-02-01 | 6.83406055243492 |
| 1993-03-01 | 6.90419601064080 |
| 1993-04-01 | 6.97993180599834 |
| 1993-05-01 | 7.00606493836651 |
| 1993-06-01 | 7.02590605091822 |
| 1993-07-01 | 6.97566047897575 |
| 1993-08-01 | 7.00721904470372 |
| 1993-09-01 | 6.98608431795579 |
| 1993-10-01 | 6.97960051023699 |
| 1993-11-01 | 6.99635574488191 |
| 1993-12-01 | 7.07254042173490 |
| 1994-01-01 | 6.92844791470613 |
| 1994-02-01 | 6.92956111412466 |
| 1994-03-01 | 7.01235616931644 |
| 1994-04-01 | 6.79457992276933 |
| 1994-05-01 | 6.60783086493515 |
| 1994-06-01 | 6.62053619612164 |
| 1994-07-01 | 6.76721611404766 |
| 1994-08-01 | 6.70652803197514 |
| 1994-09-01 | 6.77340847381184 |
| 1994-10-01 | 6.88600342858283 |
| 1994-11-01 | 6.89508969204504 |
| 1994-12-01 | 6.86472169639604 |
| 1995-01-01 | 6.94013094953324 |
| 1995-02-01 | 6.82974610715076 |
| 1995-03-01 | 7.01154976203040 |
| 1995-04-01 | 7.21406828333133 |
| 1995-05-01 | 7.20212198758603 |
| 1995-06-01 | 7.31653784989172 |
| 1995-07-01 | 7.35801202856717 |
| 1995-08-01 | 7.41121602628925 |
| 1995-09-01 | 7.36000546289177 |
| 1995-10-01 | 7.39331039612458 |
| 1995-11-01 | 7.38988545205348 |
| 1995-12-01 | 7.36558724803630 |
| 1996-01-01 | 7.35173870827723 |
| 1996-02-01 | 7.33249153697803 |
| 1996-03-01 | 7.20064104735068 |
| 1996-04-01 | 7.13120171365867 |
| 1996-05-01 | 7.09500979635130 |
| 1996-06-01 | 7.11451580704914 |
| 1996-07-01 | 7.05396673706711 |
| 1996-08-01 | 7.00799571606685 |
| 1996-09-01 | 7.05115316861140 |
| 1996-10-01 | 7.00338305446575 |
| 1996-11-01 | 6.88832094154303 |
| 1996-12-01 | 7.07226461213290 |
| 1997-01-01 | 7.05412305250702 |
| 1997-02-01 | 7.13790003633440 |
| 1997-03-01 | 7.18325064183646 |
| 1997-04-01 | 7.14382399965211 |
| 1997-05-01 | 7.28982931841096 |
| 1997-06-01 | 7.11244657838871 |
| 1997-07-01 | 7.25121430561389 |
| 1997-08-01 | 7.30966877062510 |
| 1997-09-01 | 7.34456552589414 |
| 1997-10-01 | 7.20938742893092 |
| 1997-11-01 | 7.18893000881482 |
| 1997-12-01 | 7.28527115580356 |
| 1998-01-01 | 7.05198447128310 |
| 1998-02-01 | 7.14245567617256 |
| 1998-03-01 | 7.26379539946154 |
| 1998-04-01 | 7.44986951889828 |
| 1998-05-01 | 7.38662484441257 |
| 1998-06-01 | 7.31279349767519 |
| 1998-07-01 | 7.35544325886550 |
| 1998-08-01 | 7.30722742190195 |
| 1998-09-01 | 7.34146182439830 |
| 1998-10-01 | 7.41174790242572 |
| 1998-11-01 | 7.49297891855370 |
| 1998-12-01 | 7.38588133590298 |
| 1999-01-01 | 7.45199674503719 |
| 1999-02-01 | 7.45119635409226 |
| 1999-03-01 | 7.45111938608872 |
| 1999-04-01 | 7.34479726293659 |
| 1999-05-01 | 7.28733402012355 |
| 1999-06-01 | 7.31665872164697 |
| 1999-07-01 | 7.25827555531062 |
| 1999-08-01 | 7.30988128244752 |
| 1999-09-01 | 7.24347904694066 |
| 1999-10-01 | 7.30840107623896 |
| 1999-11-01 | 7.29305087468900 |
| 1999-12-01 | 7.28442044757876 |
| 2000-01-01 | 7.34846948413339 |
| 2000-02-01 | 7.35243490020512 |
| 2000-03-01 | 7.34568826513223 |
| 2000-04-01 | 7.44051599566156 |
| 2000-05-01 | 7.39429423644295 |
| 2000-06-01 | 7.42479395235383 |
| 2000-07-01 | 7.46877976903763 |
| 2000-08-01 | 7.40275698294506 |
| 2000-09-01 | 7.45075286641195 |
| 2000-10-01 | 7.39702856691075 |
| 2000-11-01 | 7.39297710845076 |
| 2000-12-01 | 7.36869077265990 |
| 2001-01-01 | 7.45196744838415 |
| 2001-02-01 | 7.45368696290314 |
| 2001-03-01 | 7.44832373285768 |
| 2001-04-01 | 7.43169454724702 |
| 2001-05-01 | 7.50439690416622 |
| 2001-06-01 | 7.53727358123151 |
| 2001-07-01 | 7.67843027241700 |
| 2001-08-01 | 7.59100721037343 |
| 2001-09-01 | 7.65650170010794 |
| 2001-10-01 | 7.68946951197723 |
| 2001-11-01 | 7.69431378605092 |
| 2001-12-01 | 7.75428655056568 |
| 2002-01-01 | 7.65611850530402 |
| 2002-02-01 | 7.64638879131706 |
| 2002-03-01 | 7.74866936009691 |
| 2002-04-01 | 7.82842302965922 |
| 2002-05-01 | 7.80990585813630 |
| 2002-06-01 | 7.85790215358118 |
| 2002-07-01 | 7.78750524549927 |
| 2002-08-01 | 7.77592492383178 |
| 2002-09-01 | 7.76277974572867 |
| 2002-10-01 | 7.68004339700867 |
| 2002-11-01 | 7.69681256974192 |
| 2002-12-01 | 7.73762045829340 |
| 2003-01-01 | 7.16422030063984 |
| 2003-02-01 | 7.14761963007123 |
| 2003-03-01 | 6.95101788322305 |
| 2003-04-01 | 7.01748735129876 |
| 2003-05-01 | 7.11241091176207 |
| 2003-06-01 | 7.07306703764829 |
| 2003-07-01 | 7.08807715788977 |
| 2003-08-01 | 7.16252614474138 |
| 2003-09-01 | 7.17382089758742 |
| 2003-10-01 | 7.27922062013878 |
| 2003-11-01 | 7.29716058257476 |
| 2003-12-01 | 7.23700085800219 |
| 2004-01-01 | 7.06418224671064 |
| 2004-02-01 | 6.94546436039298 |
| 2004-03-01 | 7.04879073261274 |
| 2004-04-01 | 7.00985896546619 |
| 2004-05-01 | 6.91218756505621 |
| 2004-06-01 | 6.88002931618847 |
| 2004-07-01 | 6.88928496560286 |
| 2004-08-01 | 6.95908162782851 |
| 2004-09-01 | 7.08504949700373 |
| 2004-10-01 | 6.87414023225480 |
| 2004-11-01 | 6.89521106330407 |
| 2004-12-01 | 6.83860606914656 |
| 2005-01-01 | 6.96135832566059 |
| 2005-02-01 | 7.05114373354032 |
| 2005-03-01 | 7.05259277755881 |
| 2005-04-01 | 7.10102169838741 |
| 2005-05-01 | 7.11221023614990 |
| 2005-06-01 | 7.07519646468600 |
| 2005-07-01 | 7.18484302139221 |
| 2005-08-01 | 7.16128449036407 |
| 2005-09-01 | 7.09296179125909 |
| 2005-10-01 | 7.27659744508447 |
| 2005-11-01 | 7.29135907003053 |
| 2005-12-01 | 7.34559644217443 |
| 2006-01-01 | 7.45496117640217 |
| 2006-02-01 | 7.45218712798937 |
| 2006-03-01 | 7.45569007419698 |
| 2006-04-01 | 7.50318935216867 |
| 2006-05-01 | 7.50835377449674 |
| 2006-06-01 | 7.56596043383462 |
| 2006-07-01 | 7.58108650532703 |
| 2006-08-01 | 7.57474515800953 |
| 2006-09-01 | 7.49508132150441 |
| 2006-10-01 | 7.47526749024333 |
| 2006-11-01 | 7.48521799531454 |
| 2006-12-01 | 7.44712198426964 |
| 2007-01-01 | 7.44493123731738 |
| 2007-02-01 | 7.45912507544988 |
| 2007-03-01 | 7.56511348085457 |
| 2007-04-01 | 7.61000595605338 |
| 2007-05-01 | 7.60780100482910 |
| 2007-06-01 | 7.65160999404627 |
| 2007-07-01 | 7.57578816920434 |
| 2007-08-01 | 7.58261361320034 |
| 2007-09-01 | 7.69626514368328 |
| 2007-10-01 | 7.67821826312054 |
| 2007-11-01 | 7.67778182677140 |
| 2007-12-01 | 7.74862693549438 |
| 2008-01-01 | 7.83811679413266 |
| 2008-02-01 | 7.76123392847980 |
| 2008-03-01 | 7.77054583070629 |
| 2008-04-01 | 7.82193580624628 |
| 2008-05-01 | 7.90807109324239 |
| 2008-06-01 | 7.94075458651716 |
| 2008-07-01 | 7.97179366795612 |
| 2008-08-01 | 7.99091850535406 |
| 2008-09-01 | 7.99147516194514 |
| 2008-10-01 | 8.18035775710141 |
| 2008-11-01 | 8.07581470943974 |
| 2008-12-01 | 8.04547279227511 |
| 2009-01-01 | 7.93173418977300 |
| 2009-02-01 | 7.96575074672577 |
| 2009-03-01 | 7.87441767574948 |
| 2009-04-01 | 7.73153018563312 |
| 2009-05-01 | 7.71281710835369 |
| 2009-06-01 | 7.53441063840126 |
| 2009-07-01 | 7.46091470814702 |
| 2009-08-01 | 7.58893718834757 |
| 2009-09-01 | 7.58790585911501 |
| 2009-10-01 | 7.58908228057442 |
| 2009-11-01 | 7.57839895441417 |
| 2009-12-01 | 7.54791327238824 |
| 2010-01-01 | 7.63553383843337 |
| 2010-02-01 | 7.56146528226480 |
| 2010-03-01 | 7.56597072837695 |
| 2010-04-01 | 7.63794897863529 |
| 2010-05-01 | 7.61619540863092 |
| 2010-06-01 | 7.63546973850441 |
| 2010-07-01 | 7.64813994026932 |
| 2010-08-01 | 7.68399520999323 |
| 2010-09-01 | 7.57896018202795 |
| 2010-10-01 | 7.70199083112125 |
| 2010-11-01 | 7.69229644668743 |
| 2010-12-01 | 7.66038939340812 |
| 2011-01-01 | 7.63304939862447 |
| 2011-02-01 | 7.65963631743680 |
| 2011-03-01 | 7.55318144461428 |
| 2011-04-01 | 7.63706575027063 |
| 2011-05-01 | 7.61576691999568 |
| 2011-06-01 | 7.63725776235883 |
| 2011-07-01 | 7.63635728277692 |
| 2011-08-01 | 7.57360295926762 |
| 2011-09-01 | 7.57274984843102 |
| 2011-10-01 | 7.51782579840304 |
| 2011-11-01 | 7.50206993135193 |
| 2011-12-01 | 7.58157692995407 |
| 2012-01-01 | 7.53986625472827 |
| 2012-02-01 | 7.45804994318541 |
| 2012-03-01 | 7.53298205980355 |
| 2012-04-01 | 7.53108646406473 |
| 2012-05-01 | 7.51204912652402 |
| 2012-06-01 | 7.53733081050424 |
| 2012-07-01 | 7.53142865315796 |
| 2012-08-01 | 7.46517368035635 |
| 2012-09-01 | 7.46427355667240 |
| 2012-10-01 | 7.43295847335655 |
| 2012-11-01 | 7.40990035644643 |
| 2012-12-01 | 7.40250668783011 |
| 2013-01-01 | 7.34056668869371 |
| 2013-02-01 | 7.36469292410549 |
| 2013-03-01 | 7.31917409853360 |
| 2013-04-01 | 7.22340535291803 |
| 2013-05-01 | 7.20573250487747 |
| 2013-06-01 | 7.13339492474641 |
| 2013-07-01 | 7.13295704306961 |
| 2013-08-01 | 7.15938690996679 |
| 2013-09-01 | 7.16037131386941 |
| 2013-10-01 | 7.13935730992836 |
| 2013-11-01 | 7.10757161174697 |
| 2013-12-01 | 7.11730942789901 |
| 2014-01-01 | 7.24794556949851 |
| 2014-02-01 | 7.26778563322100 |
| 2014-03-01 | 7.31242590692670 |
| 2014-04-01 | 7.32082825116214 |
| 2014-05-01 | 7.40099144337471 |
| 2014-06-01 | 7.33119193597725 |
| 2014-07-01 | 7.34099390117953 |
| 2014-08-01 | 7.35119450823655 |
| 2014-09-01 | 7.35623914046430 |
| 2014-10-01 | 7.33505723251632 |
| 2014-11-01 | 7.40424557144288 |
| 2014-12-01 | 7.32664524256882 |
| 2015-01-01 | 7.34950382425255 |
| 2015-02-01 | 7.37667894512115 |
| 2015-03-01 | 7.41941550706492 |
| 2015-04-01 | 7.41599623537274 |
| 2015-05-01 | 7.39749263263079 |
| 2015-06-01 | 7.42612956996986 |
| 2015-07-01 | 7.44727719553506 |
| 2015-08-01 | 7.44830022212643 |
| 2015-09-01 | 7.35694836984000 |
| 2015-10-01 | 7.42290589601765 |
| 2015-11-01 | 7.49771683619532 |
| 2015-12-01 | 7.42950529360434 |
| 2016-01-01 | 7.45584539821451 |
| 2016-02-01 | 7.37919790148133 |
| 2016-03-01 | 7.33243421375484 |
| 2016-04-01 | 7.41142435484755 |
| 2016-05-01 | 7.39934374268810 |
| 2016-06-01 | 7.42265761080563 |
| 2016-07-01 | 7.34955905609650 |
| 2016-08-01 | 7.34859041137728 |
| 2016-09-01 | 7.36102430799797 |
| 2016-10-01 | 7.41009491707524 |
| 2016-11-01 | 7.29438283694479 |
| 2016-12-01 | 7.32162801509413 |
| 2017-01-01 | 7.25590401304660 |
| 2017-02-01 | 7.28354986640325 |
| 2017-03-01 | 7.24748973699479 |
| 2017-04-01 | 7.20404358032039 |
| 2017-05-01 | 7.30573125923933 |
| 2017-06-01 | 7.32208562464837 |
| 2017-07-01 | 7.34891683679984 |
| 2017-08-01 | 7.45574068283481 |
| 2017-09-01 | 7.46635208681042 |
| 2017-10-01 | 7.49809726273756 |
| 2017-11-01 | 7.49372522976945 |
| 2017-12-01 | 7.61032827228166 |
| 2018-01-01 | 7.45437357207496 |
| 2018-02-01 | 7.47597983032024 |
| 2018-03-01 | 7.55459049327410 |
| 2018-04-01 | 7.59957965561573 |
| 2018-05-01 | 7.61416796111857 |
| 2018-06-01 | 7.63587924190555 |
| 2018-07-01 | 7.65139622290818 |
| 2018-08-01 | 7.56269984895608 |
| 2018-09-01 | 7.56880214193000 |
| 2018-10-01 | 7.59012352243354 |
| 2018-11-01 | 7.59153938782223 |
| 2018-12-01 | 7.59936658181484 |
| 2019-01-01 | 7.64496150384680 |
| 2019-02-01 | 7.76778773773601 |
| 2019-03-01 | 7.75750492369081 |
| 2019-04-01 | 7.79461864968513 |
| 2019-05-01 | 7.82126011419009 |
| 2019-06-01 | 7.85597721481190 |
| 2019-07-01 | 7.85314833249573 |
| 2019-08-01 | 7.87258390089213 |
| 2019-09-01 | 7.87147070307746 |
| 2019-10-01 | 7.88751315760016 |
| 2019-11-01 | 7.88548100356450 |
| 2019-12-01 | 7.89178063287024 |
| 2020-01-01 | 7.83715517159882 |
| 2020-02-01 | 7.75405516347001 |
| 2020-03-01 | 7.75205348524966 |
| 2020-04-01 | 7.39361236442203 |
| 2020-05-01 | 7.32590215640479 |
| 2020-06-01 | 7.27846690900145 |
| 2020-07-01 | 7.35920992766217 |
| 2020-08-01 | 7.37996332979747 |
| 2020-09-01 | 7.37366954286298 |
| 2020-10-01 | 7.38868880099149 |
| 2020-11-01 | 7.37842093491976 |
| 2020-12-01 | 7.38310712653372 |
| 2021-01-01 | 7.42872578227760 |
| 2021-02-01 | 7.44463247890851 |
| 2021-03-01 | 7.44565746964461 |
| 2021-04-01 | 7.29473392912690 |
| 2021-05-01 | 7.42783498789608 |
| 2021-06-01 | 7.39462720626739 |
| 2021-07-01 | 7.46717021996727 |
| 2021-08-01 | 7.48460738182006 |
| 2021-09-01 | 7.57474230574842 |
| 2021-10-01 | 7.58842901535691 |
| 2021-11-01 | 7.67726624972821 |
| 2021-12-01 | 7.67584965366839 |
| 2022-01-01 | 7.72654449405967 |
| 2022-02-01 | 7.73361475368451 |
| 2022-03-01 | 7.73681790773426 |
| 2022-04-01 | 7.80160143325085 |
| 2022-05-01 | 7.82547571823436 |
| 2022-06-01 | 7.70826979492775 |
| 2022-07-01 | 7.87447804014657 |
| 2022-08-01 | 7.88451267880108 |
| 2022-09-01 | 7.87328911290090 |
| 2022-10-01 | 7.78688200235685 |
| 2022-11-01 | 7.87742894937242 |
| 2022-12-01 | 7.87013555038012 |
| 2023-01-01 | 7.82935229012083 |
| 2023-02-01 | 7.83014323363331 |
| 2023-03-01 | 7.83480490856947 |
| 2023-04-01 | 7.80540858821414 |
| 2023-05-01 | 7.81992175249919 |
| 2023-06-01 | 7.81242389507100 |
| 2023-07-01 | 7.77619915140238 |
| 2023-08-01 | 7.78355174336964 |
| 2023-09-01 | 7.67366019864389 |
| 2023-10-01 | 7.78423462945878 |
| 2023-11-01 | 7.78014305114880 |
| 2023-12-01 | 7.76713554844820 |
| 2024-01-01 | 7.93614584704680 |
| 2024-02-01 | 7.93010391313637 |
| 2024-03-01 | 7.93436541142032 |
| 2024-04-01 | 7.90859290651070 |
| 2024-05-01 | 7.91401374887672 |
| 2024-06-01 | 7.90979194860350 |
| 2024-07-01 | 7.87646742071697 |
| 2024-08-01 | 7.78196421632943 |
| 2024-09-01 | 7.87409575712129 |
| 2024-10-01 | 7.88184500993423 |
| 2024-11-01 | 7.78331381096836 |
| 2024-12-01 | 7.86467431227131 |
| 2025-01-01 | 7.84152838243226 |
| 2025-02-01 | 7.83416827970346 |
| 2025-03-01 | 7.83755488343068 |
| 2025-04-01 | 7.80790634860940 |
| 2025-05-01 | 7.81059620684748 |
| 2025-06-01 | 7.80395277086486 |
| 2025-07-01 | 7.87658534687422 |
| 2025-08-01 | 7.88040548119225 |
| 2025-09-01 | 7.87448910752580 |
| 2025-10-01 | 7.87918786917532 |
| 2025-11-01 | 7.88632477017458 |
| 2025-12-01 | 7.86359578157310 |
| 2026-01-01 | 7.84392123035156 |
| 2026-02-01 | 7.83803500716331 |
| 2026-03-01 | 7.83931578097658 |
| 2026-04-01 | 7.90808848786330 |
| 2026-05-01 | 7.90975573020722 |
| 2026-06-01 | 7.90106767304628 |