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 2026-04-01 |
| Last Updated | 2026-05-26 12:45 PM 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 | 7.00973603153610 |
| 1990-02-01 | 7.04446573107327 |
| 1990-03-01 | 7.08709390649002 |
| 1990-04-01 | 7.16640284919596 |
| 1990-05-01 | 7.19074931371642 |
| 1990-06-01 | 7.22525670230941 |
| 1990-07-01 | 7.19707808804787 |
| 1990-08-01 | 7.19591861389227 |
| 1990-09-01 | 7.19383362547301 |
| 1990-10-01 | 7.19228421157893 |
| 1990-11-01 | 7.21188647421409 |
| 1990-12-01 | 7.18269266479555 |
| 1991-01-01 | 7.11236734700234 |
| 1991-02-01 | 7.14218997762858 |
| 1991-03-01 | 7.18831118276755 |
| 1991-04-01 | 6.86741570173345 |
| 1991-05-01 | 6.99252401843319 |
| 1991-06-01 | 6.92740726294378 |
| 1991-07-01 | 6.69360528441291 |
| 1991-08-01 | 6.70043637296035 |
| 1991-09-01 | 6.69371805267635 |
| 1991-10-01 | 6.68806094064691 |
| 1991-11-01 | 6.70669154137606 |
| 1991-12-01 | 6.67947920094885 |
| 1992-01-01 | 6.81613682444162 |
| 1992-02-01 | 6.73908675788391 |
| 1992-03-01 | 6.89497319076124 |
| 1992-04-01 | 6.76981873726433 |
| 1992-05-01 | 6.79829121303003 |
| 1992-06-01 | 6.82945417270238 |
| 1992-07-01 | 6.78591934280654 |
| 1992-08-01 | 6.80276298570200 |
| 1992-09-01 | 6.79273886466366 |
| 1992-10-01 | 6.78347115395292 |
| 1992-11-01 | 6.70122885179698 |
| 1992-12-01 | 6.77614687174219 |
| 1993-01-01 | 6.81917459678413 |
| 1993-02-01 | 6.83406036004146 |
| 1993-03-01 | 6.90419587538599 |
| 1993-04-01 | 6.97993157020023 |
| 1993-05-01 | 7.00606451792541 |
| 1993-06-01 | 7.02590545991112 |
| 1993-07-01 | 6.97566093510873 |
| 1993-08-01 | 7.00721942926761 |
| 1993-09-01 | 6.98608461916397 |
| 1993-10-01 | 6.97960075545828 |
| 1993-11-01 | 6.99635563800544 |
| 1993-12-01 | 7.07254049175715 |
| 1994-01-01 | 6.92844794678774 |
| 1994-02-01 | 6.92956099146421 |
| 1994-03-01 | 7.01235609545832 |
| 1994-04-01 | 6.79457979527758 |
| 1994-05-01 | 6.60783062241088 |
| 1994-06-01 | 6.62053582258311 |
| 1994-07-01 | 6.76721635614672 |
| 1994-08-01 | 6.70652824343409 |
| 1994-09-01 | 6.77340864456527 |
| 1994-10-01 | 6.88600358471126 |
| 1994-11-01 | 6.89508961349398 |
| 1994-12-01 | 6.86472175446602 |
| 1995-01-01 | 6.94013095933764 |
| 1995-02-01 | 6.82974603550941 |
| 1995-03-01 | 7.01154972698666 |
| 1995-04-01 | 7.21406824028179 |
| 1995-05-01 | 7.20212190536127 |
| 1995-06-01 | 7.31653769025490 |
| 1995-07-01 | 7.35801206908419 |
| 1995-08-01 | 7.41121609022709 |
| 1995-09-01 | 7.36000553497608 |
| 1995-10-01 | 7.39331049369619 |
| 1995-11-01 | 7.38988542775626 |
| 1995-12-01 | 7.36558729905373 |
| 1996-01-01 | 7.35173870674194 |
| 1996-02-01 | 7.33249150635567 |
| 1996-03-01 | 7.20064103226630 |
| 1996-04-01 | 7.13120171195988 |
| 1996-05-01 | 7.09500975760715 |
| 1996-06-01 | 7.11451570454066 |
| 1996-07-01 | 7.05396675627760 |
| 1996-08-01 | 7.00799573898626 |
| 1996-09-01 | 7.05115319285945 |
| 1996-10-01 | 7.00338309612233 |
| 1996-11-01 | 6.88832096116977 |
| 1996-12-01 | 7.07226463387409 |
| 1997-01-01 | 7.05412305068887 |
| 1997-02-01 | 7.13790001592006 |
| 1997-03-01 | 7.18325063943451 |
| 1997-04-01 | 7.14382400166035 |
| 1997-05-01 | 7.28982929812795 |
| 1997-06-01 | 7.11244652449768 |
| 1997-07-01 | 7.25121431259161 |
| 1997-08-01 | 7.30966877885207 |
| 1997-09-01 | 7.34456553792067 |
| 1997-10-01 | 7.20938745177742 |
| 1997-11-01 | 7.18893002841628 |
| 1997-12-01 | 7.28527116398103 |
| 1998-01-01 | 7.05198447301317 |
| 1998-02-01 | 7.14245566159365 |
| 1998-03-01 | 7.26379539553293 |
| 1998-04-01 | 7.44986950987815 |
| 1998-05-01 | 7.38662483002450 |
| 1998-06-01 | 7.31279348635735 |
| 1998-07-01 | 7.35544325245580 |
| 1998-08-01 | 7.30722742675112 |
| 1998-09-01 | 7.34146183775834 |
| 1998-10-01 | 7.41174791643624 |
| 1998-11-01 | 7.49297893711190 |
| 1998-12-01 | 7.38588134369659 |
| 1999-01-01 | 7.45199674256572 |
| 1999-02-01 | 7.45119635313622 |
| 1999-03-01 | 7.45111937324894 |
| 1999-04-01 | 7.34479724637015 |
| 1999-05-01 | 7.28733400251458 |
| 1999-06-01 | 7.31665870795840 |
| 1999-07-01 | 7.25827554219586 |
| 1999-08-01 | 7.30988128954715 |
| 1999-09-01 | 7.24347906621228 |
| 1999-10-01 | 7.30840110393990 |
| 1999-11-01 | 7.29305091442489 |
| 1999-12-01 | 7.28442049268436 |
| 2000-01-01 | 7.34846943832602 |
| 2000-02-01 | 7.35243488556019 |
| 2000-03-01 | 7.34568824077144 |
| 2000-04-01 | 7.44051597266365 |
| 2000-05-01 | 7.39429421167216 |
| 2000-06-01 | 7.42479393514583 |
| 2000-07-01 | 7.46877975032029 |
| 2000-08-01 | 7.40275699464709 |
| 2000-09-01 | 7.45075289614183 |
| 2000-10-01 | 7.39702861455546 |
| 2000-11-01 | 7.39297717112350 |
| 2000-12-01 | 7.36869085839410 |
| 2001-01-01 | 7.45196735915651 |
| 2001-02-01 | 7.45368693622756 |
| 2001-03-01 | 7.44832369268475 |
| 2001-04-01 | 7.43169451381884 |
| 2001-05-01 | 7.50439686967469 |
| 2001-06-01 | 7.53727355876730 |
| 2001-07-01 | 7.67843025116793 |
| 2001-08-01 | 7.59100722478446 |
| 2001-09-01 | 7.65650173843500 |
| 2001-10-01 | 7.68946957387286 |
| 2001-11-01 | 7.69431386785903 |
| 2001-12-01 | 7.75428670525049 |
| 2002-01-01 | 7.65611836823688 |
| 2002-02-01 | 7.64638873652683 |
| 2002-03-01 | 7.74866930605059 |
| 2002-04-01 | 7.82842298985704 |
| 2002-05-01 | 7.80990581696125 |
| 2002-06-01 | 7.85790213107039 |
| 2002-07-01 | 7.78750522759218 |
| 2002-08-01 | 7.77592494198013 |
| 2002-09-01 | 7.76277979222832 |
| 2002-10-01 | 7.68004346125753 |
| 2002-11-01 | 7.69681264702314 |
| 2002-12-01 | 7.73762064377123 |
| 2003-01-01 | 7.16422015608021 |
| 2003-02-01 | 7.14761957076463 |
| 2003-03-01 | 6.95101782096449 |
| 2003-04-01 | 7.01748730596883 |
| 2003-05-01 | 7.11241086810640 |
| 2003-06-01 | 7.07306701486314 |
| 2003-07-01 | 7.08807714432790 |
| 2003-08-01 | 7.16252616036921 |
| 2003-09-01 | 7.17382094326875 |
| 2003-10-01 | 7.27922067650606 |
| 2003-11-01 | 7.29716065161260 |
| 2003-12-01 | 7.23700107220817 |
| 2004-01-01 | 7.06418209946232 |
| 2004-02-01 | 6.94546428720209 |
| 2004-03-01 | 7.04879067434294 |
| 2004-04-01 | 7.00985892548534 |
| 2004-05-01 | 6.91218752667315 |
| 2004-06-01 | 6.88002929935004 |
| 2004-07-01 | 6.88928496069494 |
| 2004-08-01 | 6.95908164114199 |
| 2004-09-01 | 7.08504953721333 |
| 2004-10-01 | 6.87414027245699 |
| 2004-11-01 | 6.89521110602305 |
| 2004-12-01 | 6.83860624477734 |
| 2005-01-01 | 6.96135822272280 |
| 2005-02-01 | 7.05114367713561 |
| 2005-03-01 | 7.05259273119009 |
| 2005-04-01 | 7.10102166561422 |
| 2005-05-01 | 7.11221020683518 |
| 2005-06-01 | 7.07519645255448 |
| 2005-07-01 | 7.18484302161166 |
| 2005-08-01 | 7.16128449841474 |
| 2005-09-01 | 7.09296181951813 |
| 2005-10-01 | 7.27659746507569 |
| 2005-11-01 | 7.29135908652214 |
| 2005-12-01 | 7.34559657688752 |
| 2006-01-01 | 7.45496111799401 |
| 2006-02-01 | 7.45218708624282 |
| 2006-03-01 | 7.45569004321148 |
| 2006-04-01 | 7.50318932968145 |
| 2006-05-01 | 7.50835375594072 |
| 2006-06-01 | 7.56596042745179 |
| 2006-07-01 | 7.58108650746535 |
| 2006-08-01 | 7.57474516314401 |
| 2006-09-01 | 7.49508134040249 |
| 2006-10-01 | 7.47526749623193 |
| 2006-11-01 | 7.48521799248818 |
| 2006-12-01 | 7.44712204885705 |
| 2007-01-01 | 7.44493122627319 |
| 2007-02-01 | 7.45912506336601 |
| 2007-03-01 | 7.56511346310567 |
| 2007-04-01 | 7.61000594071366 |
| 2007-05-01 | 7.60780099381287 |
| 2007-06-01 | 7.65160998874632 |
| 2007-07-01 | 7.57578816864730 |
| 2007-08-01 | 7.58261361427687 |
| 2007-09-01 | 7.69626515287187 |
| 2007-10-01 | 7.67821826513252 |
| 2007-11-01 | 7.67778182673014 |
| 2007-12-01 | 7.74862696841911 |
| 2008-01-01 | 7.83811679085061 |
| 2008-02-01 | 7.76123392279174 |
| 2008-03-01 | 7.77054581848273 |
| 2008-04-01 | 7.82193580035468 |
| 2008-05-01 | 7.90807108845429 |
| 2008-06-01 | 7.94075458406794 |
| 2008-07-01 | 7.97179366803326 |
| 2008-08-01 | 7.99091850624164 |
| 2008-09-01 | 7.99147516634132 |
| 2008-10-01 | 8.18035776029835 |
| 2008-11-01 | 8.07581471190447 |
| 2008-12-01 | 8.04547279638726 |
| 2009-01-01 | 7.93173419132879 |
| 2009-02-01 | 7.96575074624580 |
| 2009-03-01 | 7.87441766404888 |
| 2009-04-01 | 7.73153018600825 |
| 2009-05-01 | 7.71281710934926 |
| 2009-06-01 | 7.53441063992305 |
| 2009-07-01 | 7.46091471027330 |
| 2009-08-01 | 7.58893719025869 |
| 2009-09-01 | 7.58790585951138 |
| 2009-10-01 | 7.58908228097205 |
| 2009-11-01 | 7.57839895151771 |
| 2009-12-01 | 7.54791327220853 |
| 2010-01-01 | 7.63553383438911 |
| 2010-02-01 | 7.56146527999393 |
| 2010-03-01 | 7.56597071622824 |
| 2010-04-01 | 7.63794898902385 |
| 2010-05-01 | 7.61619542007338 |
| 2010-06-01 | 7.63546974629465 |
| 2010-07-01 | 7.64813994247310 |
| 2010-08-01 | 7.68399520756725 |
| 2010-09-01 | 7.57896017952622 |
| 2010-10-01 | 7.70199083255393 |
| 2010-11-01 | 7.69229644192687 |
| 2010-12-01 | 7.66038939903506 |
| 2011-01-01 | 7.63304938169117 |
| 2011-02-01 | 7.65963629471508 |
| 2011-03-01 | 7.55318141187340 |
| 2011-04-01 | 7.63706574290185 |
| 2011-05-01 | 7.61576702715223 |
| 2011-06-01 | 7.63725776115003 |
| 2011-07-01 | 7.63635727721781 |
| 2011-08-01 | 7.57360294880978 |
| 2011-09-01 | 7.57274984623906 |
| 2011-10-01 | 7.51782580671849 |
| 2011-11-01 | 7.50206993088758 |
| 2011-12-01 | 7.58157693707387 |
| 2012-01-01 | 7.53986620767876 |
| 2012-02-01 | 7.45804987198961 |
| 2012-03-01 | 7.53298199288875 |
| 2012-04-01 | 7.53108645591280 |
| 2012-05-01 | 7.51204937458336 |
| 2012-06-01 | 7.53733087374759 |
| 2012-07-01 | 7.53142872182178 |
| 2012-08-01 | 7.46517370887371 |
| 2012-09-01 | 7.46427308723877 |
| 2012-10-01 | 7.43295852351739 |
| 2012-11-01 | 7.40990029514461 |
| 2012-12-01 | 7.40250684431958 |
| 2013-01-01 | 7.34056687706612 |
| 2013-02-01 | 7.36469316956187 |
| 2013-03-01 | 7.31917318326002 |
| 2013-04-01 | 7.22340567090111 |
| 2013-05-01 | 7.20573310140679 |
| 2013-06-01 | 7.13339511776253 |
| 2013-07-01 | 7.13295713157541 |
| 2013-08-01 | 7.15938681283907 |
| 2013-09-01 | 7.16037012372809 |
| 2013-10-01 | 7.13935727531826 |
| 2013-11-01 | 7.10757134074517 |
| 2013-12-01 | 7.11730975350369 |
| 2014-01-01 | 7.24794617059804 |
| 2014-02-01 | 7.26778642322145 |
| 2014-03-01 | 7.31242430522525 |
| 2014-04-01 | 7.32082954386709 |
| 2014-05-01 | 7.40099218332779 |
| 2014-06-01 | 7.33119212233739 |
| 2014-07-01 | 7.34099396376094 |
| 2014-08-01 | 7.35119417851584 |
| 2014-09-01 | 7.35623700494643 |
| 2014-10-01 | 7.33505686579612 |
| 2014-11-01 | 7.40424459604457 |
| 2014-12-01 | 7.32664442566222 |
| 2015-01-01 | 7.34950328297017 |
| 2015-02-01 | 7.37668647104346 |
| 2015-03-01 | 7.41941200486250 |
| 2015-04-01 | 7.41599778294034 |
| 2015-05-01 | 7.39749334595493 |
| 2015-06-01 | 7.42612991453585 |
| 2015-07-01 | 7.44727700915433 |
| 2015-08-01 | 7.44829962805483 |
| 2015-09-01 | 7.35694542329431 |
| 2015-10-01 | 7.42290444997371 |
| 2015-11-01 | 7.49771436546570 |
| 2015-12-01 | 7.42950231343214 |
| 2016-01-01 | 7.45584275533044 |
| 2016-02-01 | 7.37921478669961 |
| 2016-03-01 | 7.33242970766705 |
| 2016-04-01 | 7.41142632310159 |
| 2016-05-01 | 7.39934481684484 |
| 2016-06-01 | 7.42265863661964 |
| 2016-07-01 | 7.34955881262943 |
| 2016-08-01 | 7.34858920698623 |
| 2016-09-01 | 7.36101972056699 |
| 2016-10-01 | 7.41009115837794 |
| 2016-11-01 | 7.29437811705768 |
| 2016-12-01 | 7.32162233560910 |
| 2017-01-01 | 7.25589913812381 |
| 2017-02-01 | 7.28357672497251 |
| 2017-03-01 | 7.24748475334077 |
| 2017-04-01 | 7.20404286342030 |
| 2017-05-01 | 7.30572941345103 |
| 2017-06-01 | 7.32210695111342 |
| 2017-07-01 | 7.34891262495631 |
| 2017-08-01 | 7.45573512350510 |
| 2017-09-01 | 7.46634307333616 |
| 2017-10-01 | 7.49808810652021 |
| 2017-11-01 | 7.49371462613966 |
| 2017-12-01 | 7.61031639012053 |
| 2018-01-01 | 7.45436250862097 |
| 2018-02-01 | 7.47602983637331 |
| 2018-03-01 | 7.55458152233362 |
| 2018-04-01 | 7.59958774600769 |
| 2018-05-01 | 7.61415978617847 |
| 2018-06-01 | 7.63592435392034 |
| 2018-07-01 | 7.65138408081223 |
| 2018-08-01 | 7.56268541413615 |
| 2018-09-01 | 7.56878470441020 |
| 2018-10-01 | 7.59010632219602 |
| 2018-11-01 | 7.59151991087262 |
| 2018-12-01 | 7.59935100156928 |
| 2019-01-01 | 7.64494893915488 |
| 2019-02-01 | 7.76786255979281 |
| 2019-03-01 | 7.75749638155817 |
| 2019-04-01 | 7.79463955817023 |
| 2019-05-01 | 7.82125023097282 |
| 2019-06-01 | 7.85603136141010 |
| 2019-07-01 | 7.85313107184023 |
| 2019-08-01 | 7.87256570801013 |
| 2019-09-01 | 7.87145388830501 |
| 2019-10-01 | 7.88743761466541 |
| 2019-11-01 | 7.88546768245486 |
| 2019-12-01 | 7.89177635653679 |
| 2020-01-01 | 7.83715321149278 |
| 2020-02-01 | 7.75415548838479 |
| 2020-03-01 | 7.75205328176426 |
| 2020-04-01 | 7.39365652963321 |
| 2020-05-01 | 7.32590147129293 |
| 2020-06-01 | 7.27851579860057 |
| 2020-07-01 | 7.35918932259014 |
| 2020-08-01 | 7.37993089232640 |
| 2020-09-01 | 7.37357743893965 |
| 2020-10-01 | 7.38851293297438 |
| 2020-11-01 | 7.37836957996569 |
| 2020-12-01 | 7.38320503405698 |
| 2021-01-01 | 7.42877344418197 |
| 2021-02-01 | 7.44480225692270 |
| 2021-03-01 | 7.44575071882878 |
| 2021-04-01 | 7.29485810654923 |
| 2021-05-01 | 7.42787034077545 |
| 2021-06-01 | 7.39463414946674 |
| 2021-07-01 | 7.46706621901880 |
| 2021-08-01 | 7.48443613162094 |
| 2021-09-01 | 7.57445344447274 |
| 2021-10-01 | 7.58805261504718 |
| 2021-11-01 | 7.67716952279828 |
| 2021-12-01 | 7.67606998552854 |
| 2022-01-01 | 7.72675292072893 |
| 2022-02-01 | 7.73403863289160 |
| 2022-03-01 | 7.73720671469196 |
| 2022-04-01 | 7.80195586444513 |
| 2022-05-01 | 7.82558583398784 |
| 2022-06-01 | 7.70814608115906 |
| 2022-07-01 | 7.87411514570670 |
| 2022-08-01 | 7.88398905154685 |
| 2022-09-01 | 7.87260109834010 |
| 2022-10-01 | 7.78619561928600 |
| 2022-11-01 | 7.87712933788453 |
| 2022-12-01 | 7.87039922910169 |
| 2023-01-01 | 7.82978277212126 |
| 2023-02-01 | 7.83102184901380 |
| 2023-03-01 | 7.83596364371284 |
| 2023-04-01 | 7.80688172221869 |
| 2023-05-01 | 7.82128184413077 |
| 2023-06-01 | 7.81035613320503 |
| 2023-07-01 | 7.77491342295902 |
| 2023-08-01 | 7.78235485913228 |
| 2023-09-01 | 7.67251998096598 |
| 2023-10-01 | 7.78329702504170 |
| 2023-11-01 | 7.77988251203326 |
| 2023-12-01 | 7.76763601187127 |
| 2024-01-01 | 7.93700080123427 |
| 2024-02-01 | 7.93155571879774 |
| 2024-03-01 | 7.93614443640255 |
| 2024-04-01 | 7.91060653547195 |
| 2024-05-01 | 7.91629115859073 |
| 2024-06-01 | 7.90731796436353 |
| 2024-07-01 | 7.87402024035329 |
| 2024-08-01 | 7.77997537207192 |
| 2024-09-01 | 7.87241806191716 |
| 2024-10-01 | 7.88063292880625 |
| 2024-11-01 | 7.78293720234528 |
| 2024-12-01 | 7.86537697653349 |
| 2025-01-01 | 7.84280061438389 |
| 2025-02-01 | 7.83616277579039 |
| 2025-03-01 | 7.83991326706328 |
| 2025-04-01 | 7.81045081279152 |
| 2025-05-01 | 7.81388135305305 |
| 2025-06-01 | 7.80106552486695 |
| 2025-07-01 | 7.87289573188366 |
| 2025-08-01 | 7.87765716764467 |
| 2025-09-01 | 7.87239897902703 |
| 2025-10-01 | 7.87781467391998 |
| 2025-11-01 | 7.88599826987170 |
| 2025-12-01 | 7.86455185597490 |
| 2026-01-01 | 7.84561591081053 |
| 2026-02-01 | 7.84045523011732 |
| 2026-03-01 | 7.84184564791661 |
| 2026-04-01 | 7.91033391887064 |