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 2026-05-01 |
| Last Updated | 2026-06-24 9:46 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 | 7.00973601765637 |
| 1990-02-01 | 7.04446584952474 |
| 1990-03-01 | 7.08709401232691 |
| 1990-04-01 | 7.16640303402539 |
| 1990-05-01 | 7.19074961284669 |
| 1990-06-01 | 7.22525705893983 |
| 1990-07-01 | 7.19707775051637 |
| 1990-08-01 | 7.19591832927251 |
| 1990-09-01 | 7.19383339922005 |
| 1990-10-01 | 7.19228404967601 |
| 1990-11-01 | 7.21188649603813 |
| 1990-12-01 | 7.18269261951481 |
| 1991-01-01 | 7.11236734027533 |
| 1991-02-01 | 7.14219008691248 |
| 1991-03-01 | 7.18831128116256 |
| 1991-04-01 | 6.86741586559863 |
| 1991-05-01 | 6.99252428769406 |
| 1991-06-01 | 6.92740759428038 |
| 1991-07-01 | 6.69360498216378 |
| 1991-08-01 | 6.70043611814062 |
| 1991-09-01 | 6.69371785160949 |
| 1991-10-01 | 6.68806079484303 |
| 1991-11-01 | 6.70669156520357 |
| 1991-12-01 | 6.67947916231263 |
| 1992-01-01 | 6.81613681485557 |
| 1992-02-01 | 6.73908684821278 |
| 1992-03-01 | 6.89497326787062 |
| 1992-04-01 | 6.76981886624819 |
| 1992-05-01 | 6.79829144158426 |
| 1992-06-01 | 6.82945447506215 |
| 1992-07-01 | 6.78591908110795 |
| 1992-08-01 | 6.80276277288934 |
| 1992-09-01 | 6.79273870341845 |
| 1992-10-01 | 6.78347103662955 |
| 1992-11-01 | 6.70122888507968 |
| 1992-12-01 | 6.77614684303668 |
| 1993-01-01 | 6.81917458538272 |
| 1993-02-01 | 6.83406043140093 |
| 1993-03-01 | 6.90419592555567 |
| 1993-04-01 | 6.97993165766124 |
| 1993-05-01 | 7.00606467387347 |
| 1993-06-01 | 7.02590567910164 |
| 1993-07-01 | 6.97566076592056 |
| 1993-08-01 | 7.00721928662782 |
| 1993-09-01 | 6.98608450744491 |
| 1993-10-01 | 6.97960066450925 |
| 1993-11-01 | 6.99635567765370 |
| 1993-12-01 | 7.07254046579609 |
| 1994-01-01 | 6.92844793489420 |
| 1994-02-01 | 6.92956103695709 |
| 1994-03-01 | 7.01235612285447 |
| 1994-04-01 | 6.79457984256530 |
| 1994-05-01 | 6.60783071235750 |
| 1994-06-01 | 6.62053596109556 |
| 1994-07-01 | 6.76721626634639 |
| 1994-08-01 | 6.70652816500137 |
| 1994-09-01 | 6.77340858125089 |
| 1994-10-01 | 6.88600352680761 |
| 1994-11-01 | 6.89508964263345 |
| 1994-12-01 | 6.86472173297490 |
| 1995-01-01 | 6.94013095571331 |
| 1995-02-01 | 6.82974606204012 |
| 1995-03-01 | 7.01154973999217 |
| 1995-04-01 | 7.21406825623846 |
| 1995-05-01 | 7.20212193584391 |
| 1995-06-01 | 7.31653774941668 |
| 1995-07-01 | 7.35801205405682 |
| 1995-08-01 | 7.41121606651349 |
| 1995-09-01 | 7.36000550827655 |
| 1995-10-01 | 7.39331045751107 |
| 1995-11-01 | 7.38988543676877 |
| 1995-12-01 | 7.36558728021316 |
| 1996-01-01 | 7.35173870733011 |
| 1996-02-01 | 7.33249151763512 |
| 1996-03-01 | 7.20064103787772 |
| 1996-04-01 | 7.13120171257198 |
| 1996-05-01 | 7.09500977195763 |
| 1996-06-01 | 7.11451574250858 |
| 1996-07-01 | 7.05396674915195 |
| 1996-08-01 | 7.00799573047939 |
| 1996-09-01 | 7.05115318390908 |
| 1996-10-01 | 7.00338308066805 |
| 1996-11-01 | 6.88832095389057 |
| 1996-12-01 | 7.07226462593953 |
| 1997-01-01 | 7.05412305140823 |
| 1997-02-01 | 7.13790002339485 |
| 1997-03-01 | 7.18325064034892 |
| 1997-04-01 | 7.14382400086086 |
| 1997-05-01 | 7.28982930558063 |
| 1997-06-01 | 7.11244654438055 |
| 1997-07-01 | 7.25121430996639 |
| 1997-08-01 | 7.30966877580467 |
| 1997-09-01 | 7.34456553356706 |
| 1997-10-01 | 7.20938744340025 |
| 1997-11-01 | 7.18893002125135 |
| 1997-12-01 | 7.28527116114911 |
| 1998-01-01 | 7.05198447243639 |
| 1998-02-01 | 7.14245566686043 |
| 1998-03-01 | 7.26379539690080 |
| 1998-04-01 | 7.44986951301679 |
| 1998-05-01 | 7.38662483513955 |
| 1998-06-01 | 7.31279349035251 |
| 1998-07-01 | 7.35544325457061 |
| 1998-08-01 | 7.30722742511253 |
| 1998-09-01 | 7.34146183319050 |
| 1998-10-01 | 7.41174791167059 |
| 1998-11-01 | 7.49297893059382 |
| 1998-12-01 | 7.38588134107890 |
| 1999-01-01 | 7.45199674338907 |
| 1999-02-01 | 7.45119635373982 |
| 1999-03-01 | 7.45111937745640 |
| 1999-04-01 | 7.34479725183140 |
| 1999-05-01 | 7.28733400841246 |
| 1999-06-01 | 7.31665871248344 |
| 1999-07-01 | 7.25827554636833 |
| 1999-08-01 | 7.30988128719184 |
| 1999-09-01 | 7.24347905987689 |
| 1999-10-01 | 7.30840109494310 |
| 1999-11-01 | 7.29305090142331 |
| 1999-12-01 | 7.28442047817007 |
| 2000-01-01 | 7.34846945308615 |
| 2000-02-01 | 7.35243489045463 |
| 2000-03-01 | 7.34568824861909 |
| 2000-04-01 | 7.44051598009803 |
| 2000-05-01 | 7.39429421971328 |
| 2000-06-01 | 7.42479394070290 |
| 2000-07-01 | 7.46877975629244 |
| 2000-08-01 | 7.40275699084458 |
| 2000-09-01 | 7.45075288652350 |
| 2000-10-01 | 7.39702859920633 |
| 2000-11-01 | 7.39297715095269 |
| 2000-12-01 | 7.36869083082780 |
| 2001-01-01 | 7.45196738784061 |
| 2001-02-01 | 7.45368694488677 |
| 2001-03-01 | 7.44832370560084 |
| 2001-04-01 | 7.43169452458699 |
| 2001-05-01 | 7.50439688076415 |
| 2001-06-01 | 7.53727356598253 |
| 2001-07-01 | 7.67843025798512 |
| 2001-08-01 | 7.59100722013839 |
| 2001-09-01 | 7.65650172610154 |
| 2001-10-01 | 7.68946955396636 |
| 2001-11-01 | 7.69431384156018 |
| 2001-12-01 | 7.75428665553840 |
| 2002-01-01 | 7.65611841229483 |
| 2002-02-01 | 7.64638875414996 |
| 2002-03-01 | 7.74866932343112 |
| 2002-04-01 | 7.82842300265583 |
| 2002-05-01 | 7.80990583019596 |
| 2002-06-01 | 7.85790213830185 |
| 2002-07-01 | 7.78750523334050 |
| 2002-08-01 | 7.77592493614127 |
| 2002-09-01 | 7.76277977727909 |
| 2002-10-01 | 7.68004344060588 |
| 2002-11-01 | 7.69681262218652 |
| 2002-12-01 | 7.73762058416410 |
| 2003-01-01 | 7.16422020254168 |
| 2003-02-01 | 7.14761958983112 |
| 2003-03-01 | 6.95101784097529 |
| 2003-04-01 | 7.01748732053723 |
| 2003-05-01 | 7.11241088213532 |
| 2003-06-01 | 7.07306702218386 |
| 2003-07-01 | 7.08807714868380 |
| 2003-08-01 | 7.16252615534539 |
| 2003-09-01 | 7.17382092858736 |
| 2003-10-01 | 7.27922065839094 |
| 2003-11-01 | 7.29716062942643 |
| 2003-12-01 | 7.23700100336710 |
| 2004-01-01 | 7.06418214678488 |
| 2004-02-01 | 6.94546431072587 |
| 2004-03-01 | 7.04879069306874 |
| 2004-04-01 | 7.00985893833314 |
| 2004-05-01 | 6.91218753900809 |
| 2004-06-01 | 6.88002930476204 |
| 2004-07-01 | 6.88928496227356 |
| 2004-08-01 | 6.95908163686563 |
| 2004-09-01 | 7.08504952429306 |
| 2004-10-01 | 6.87414025953691 |
| 2004-11-01 | 6.89521109229179 |
| 2004-12-01 | 6.83860618832731 |
| 2005-01-01 | 6.96135825581451 |
| 2005-02-01 | 7.05114369525634 |
| 2005-03-01 | 7.05259274608578 |
| 2005-04-01 | 7.10102167614200 |
| 2005-05-01 | 7.11221021625281 |
| 2005-06-01 | 7.07519645645116 |
| 2005-07-01 | 7.18484302154380 |
| 2005-08-01 | 7.16128449583637 |
| 2005-09-01 | 7.09296181045370 |
| 2005-10-01 | 7.27659745867112 |
| 2005-11-01 | 7.29135908123935 |
| 2005-12-01 | 7.34559653359695 |
| 2006-01-01 | 7.45496113674051 |
| 2006-02-01 | 7.45218709963226 |
| 2006-03-01 | 7.45569005313727 |
| 2006-04-01 | 7.50318933687709 |
| 2006-05-01 | 7.50835376187889 |
| 2006-06-01 | 7.56596042950725 |
| 2006-07-01 | 7.58108650679891 |
| 2006-08-01 | 7.57474516151895 |
| 2006-09-01 | 7.49508133438831 |
| 2006-10-01 | 7.47526749439085 |
| 2006-11-01 | 7.48521799348268 |
| 2006-12-01 | 7.44712202814962 |
| 2007-01-01 | 7.44493122965776 |
| 2007-02-01 | 7.45912506718317 |
| 2007-03-01 | 7.56511346871460 |
| 2007-04-01 | 7.61000594555193 |
| 2007-05-01 | 7.60780099728995 |
| 2007-06-01 | 7.65160999046874 |
| 2007-07-01 | 7.57578816888819 |
| 2007-08-01 | 7.58261361399287 |
| 2007-09-01 | 7.69626514994323 |
| 2007-10-01 | 7.67821826471011 |
| 2007-11-01 | 7.67778182698034 |
| 2007-12-01 | 7.74862695805497 |
| 2008-01-01 | 7.83811679176331 |
| 2008-02-01 | 7.76123392474804 |
| 2008-03-01 | 7.77054582099629 |
| 2008-04-01 | 7.82193580234159 |
| 2008-05-01 | 7.90807109012313 |
| 2008-06-01 | 7.94075458510173 |
| 2008-07-01 | 7.97179366830458 |
| 2008-08-01 | 7.99091850623018 |
| 2008-09-01 | 7.99147516498263 |
| 2008-10-01 | 8.18035775953688 |
| 2008-11-01 | 8.07581471118487 |
| 2008-12-01 | 8.04547279531024 |
| 2009-01-01 | 7.93173419029216 |
| 2009-02-01 | 7.96575074630099 |
| 2009-03-01 | 7.87441766516350 |
| 2009-04-01 | 7.73153018658189 |
| 2009-05-01 | 7.71281710998789 |
| 2009-06-01 | 7.53441064056257 |
| 2009-07-01 | 7.46091471062441 |
| 2009-08-01 | 7.58893719033404 |
| 2009-09-01 | 7.58790585926132 |
| 2009-10-01 | 7.58908228053150 |
| 2009-11-01 | 7.57839895128330 |
| 2009-12-01 | 7.54791327122883 |
| 2010-01-01 | 7.63553383372764 |
| 2010-02-01 | 7.56146527998441 |
| 2010-03-01 | 7.56597071702542 |
| 2010-04-01 | 7.63794898862326 |
| 2010-05-01 | 7.61619542013339 |
| 2010-06-01 | 7.63546974718697 |
| 2010-07-01 | 7.64813994378556 |
| 2010-08-01 | 7.68399520884978 |
| 2010-09-01 | 7.57896018001347 |
| 2010-10-01 | 7.70199083216945 |
| 2010-11-01 | 7.69229643804981 |
| 2010-12-01 | 7.66038939612042 |
| 2011-01-01 | 7.63304938157074 |
| 2011-02-01 | 7.65963629593759 |
| 2011-03-01 | 7.55318141412301 |
| 2011-04-01 | 7.63706574419251 |
| 2011-05-01 | 7.61576702519960 |
| 2011-06-01 | 7.63725776434802 |
| 2011-07-01 | 7.63635728069624 |
| 2011-08-01 | 7.57360295145488 |
| 2011-09-01 | 7.57274984598135 |
| 2011-10-01 | 7.51782580384527 |
| 2011-11-01 | 7.50206992079554 |
| 2011-12-01 | 7.58157693156614 |
| 2012-01-01 | 7.53986620944674 |
| 2012-02-01 | 7.45804987710807 |
| 2012-03-01 | 7.53298199691449 |
| 2012-04-01 | 7.53108645473197 |
| 2012-05-01 | 7.51204936374634 |
| 2012-06-01 | 7.53733087128934 |
| 2012-07-01 | 7.53142872165440 |
| 2012-08-01 | 7.46517371758398 |
| 2012-09-01 | 7.46427315186176 |
| 2012-10-01 | 7.43295853163597 |
| 2012-11-01 | 7.40990025742293 |
| 2012-12-01 | 7.40250682315988 |
| 2013-01-01 | 7.34056684447529 |
| 2013-02-01 | 7.36469312506351 |
| 2013-03-01 | 7.31917325516288 |
| 2013-04-01 | 7.22340562674810 |
| 2013-05-01 | 7.20573306466817 |
| 2013-06-01 | 7.13339511671945 |
| 2013-07-01 | 7.13295715461294 |
| 2013-08-01 | 7.15938687027145 |
| 2013-09-01 | 7.16037030427121 |
| 2013-10-01 | 7.13935727651071 |
| 2013-11-01 | 7.10757130063506 |
| 2013-12-01 | 7.11730970744103 |
| 2014-01-01 | 7.24794606453078 |
| 2014-02-01 | 7.26778627935596 |
| 2014-03-01 | 7.31242440699477 |
| 2014-04-01 | 7.32082938265519 |
| 2014-05-01 | 7.40099213763767 |
| 2014-06-01 | 7.33119215004991 |
| 2014-07-01 | 7.34099403319787 |
| 2014-08-01 | 7.35119433024130 |
| 2014-09-01 | 7.35623737273033 |
| 2014-10-01 | 7.33505693448021 |
| 2014-11-01 | 7.40424467581128 |
| 2014-12-01 | 7.32664455624606 |
| 2015-01-01 | 7.34950327923752 |
| 2015-02-01 | 7.37668486178535 |
| 2015-03-01 | 7.41941235220870 |
| 2015-04-01 | 7.41599764974905 |
| 2015-05-01 | 7.39749336106298 |
| 2015-06-01 | 7.42613001249158 |
| 2015-07-01 | 7.44727757654095 |
| 2015-08-01 | 7.44830001453346 |
| 2015-09-01 | 7.35694610057292 |
| 2015-10-01 | 7.42290474363073 |
| 2015-11-01 | 7.49771459624316 |
| 2015-12-01 | 7.42950233083423 |
| 2016-01-01 | 7.45584230899631 |
| 2016-02-01 | 7.37921145012130 |
| 2016-03-01 | 7.33242971505537 |
| 2016-04-01 | 7.41142609632199 |
| 2016-05-01 | 7.39934519704424 |
| 2016-06-01 | 7.42265941980749 |
| 2016-07-01 | 7.34956057107741 |
| 2016-08-01 | 7.34859042957010 |
| 2016-09-01 | 7.36102106901290 |
| 2016-10-01 | 7.41009179127082 |
| 2016-11-01 | 7.29437822431965 |
| 2016-12-01 | 7.32162153023870 |
| 2017-01-01 | 7.25589720781417 |
| 2017-02-01 | 7.28357057992437 |
| 2017-03-01 | 7.24748350775347 |
| 2017-04-01 | 7.20404239412179 |
| 2017-05-01 | 7.30573029613823 |
| 2017-06-01 | 7.32211242140114 |
| 2017-07-01 | 7.34891580671555 |
| 2017-08-01 | 7.45573733375713 |
| 2017-09-01 | 7.46634507757150 |
| 2017-10-01 | 7.49808897892378 |
| 2017-11-01 | 7.49371489095031 |
| 2017-12-01 | 7.61031537086770 |
| 2018-01-01 | 7.45436003299654 |
| 2018-02-01 | 7.47601077335452 |
| 2018-03-01 | 7.55457928523882 |
| 2018-04-01 | 7.59958523325964 |
| 2018-05-01 | 7.61416046768384 |
| 2018-06-01 | 7.63594739597241 |
| 2018-07-01 | 7.65138971581698 |
| 2018-08-01 | 7.56269097193245 |
| 2018-09-01 | 7.56878984306732 |
| 2018-10-01 | 7.59010915221038 |
| 2018-11-01 | 7.59150717613547 |
| 2018-12-01 | 7.59934817969482 |
| 2019-01-01 | 7.64494340820868 |
| 2019-02-01 | 7.76782769233041 |
| 2019-03-01 | 7.75749165140325 |
| 2019-04-01 | 7.79463529181918 |
| 2019-05-01 | 7.82125245462141 |
| 2019-06-01 | 7.85608351124539 |
| 2019-07-01 | 7.85314389115718 |
| 2019-08-01 | 7.87257884417062 |
| 2019-09-01 | 7.87146360794956 |
| 2019-10-01 | 7.88744032188278 |
| 2019-11-01 | 7.88543518302035 |
| 2019-12-01 | 7.89176317833605 |
| 2020-01-01 | 7.83713719981042 |
| 2020-02-01 | 7.75410194040244 |
| 2020-03-01 | 7.75204551375594 |
| 2020-04-01 | 7.39365240008994 |
| 2020-05-01 | 7.32590768910641 |
| 2020-06-01 | 7.27859884531120 |
| 2020-07-01 | 7.35921854144457 |
| 2020-08-01 | 7.37996334085300 |
| 2020-09-01 | 7.37360142255102 |
| 2020-10-01 | 7.38854123889893 |
| 2020-11-01 | 7.37835052266462 |
| 2020-12-01 | 7.38305438790189 |
| 2021-01-01 | 7.42874004842840 |
| 2021-02-01 | 7.44473805219154 |
| 2021-03-01 | 7.44575817159034 |
| 2021-04-01 | 7.29486781784130 |
| 2021-05-01 | 7.42789430633559 |
| 2021-06-01 | 7.39474909528641 |
| 2021-07-01 | 7.46712353709342 |
| 2021-08-01 | 7.48450309049755 |
| 2021-09-01 | 7.57450146594670 |
| 2021-10-01 | 7.58811251805623 |
| 2021-11-01 | 7.67711325941562 |
| 2021-12-01 | 7.67577535071665 |
| 2022-01-01 | 7.72669143724563 |
| 2022-02-01 | 7.73395410135728 |
| 2022-03-01 | 7.73722645011984 |
| 2022-04-01 | 7.80198652414356 |
| 2022-05-01 | 7.82564550911253 |
| 2022-06-01 | 7.70830534292004 |
| 2022-07-01 | 7.87422411866565 |
| 2022-08-01 | 7.88410567854004 |
| 2022-09-01 | 7.87267616891998 |
| 2022-10-01 | 7.78628045477985 |
| 2022-11-01 | 7.87702083301656 |
| 2022-12-01 | 7.86993721430017 |
| 2023-01-01 | 7.82966548208029 |
| 2023-02-01 | 7.83089272054801 |
| 2023-03-01 | 7.83596082543448 |
| 2023-04-01 | 7.80686241119065 |
| 2023-05-01 | 7.82152828300239 |
| 2023-06-01 | 7.81063222702771 |
| 2023-07-01 | 7.77513328845105 |
| 2023-08-01 | 7.78254347060344 |
| 2023-09-01 | 7.67260081287380 |
| 2023-10-01 | 7.78331528001316 |
| 2023-11-01 | 7.77958993813106 |
| 2023-12-01 | 7.76701881347569 |
| 2024-01-01 | 7.93677277785083 |
| 2024-02-01 | 7.93141082023110 |
| 2024-03-01 | 7.93625583793920 |
| 2024-04-01 | 7.91083640485397 |
| 2024-05-01 | 7.91636890680577 |
| 2024-06-01 | 7.90772195563711 |
| 2024-07-01 | 7.87435931450807 |
| 2024-08-01 | 7.78022964963565 |
| 2024-09-01 | 7.87249629282569 |
| 2024-10-01 | 7.88058906867589 |
| 2024-11-01 | 7.78250317049983 |
| 2024-12-01 | 7.86454398597702 |
| 2025-01-01 | 7.84244724263603 |
| 2025-02-01 | 7.83600513703425 |
| 2025-03-01 | 7.84017132235617 |
| 2025-04-01 | 7.81097894058646 |
| 2025-05-01 | 7.81381123315858 |
| 2025-06-01 | 7.80159515514571 |
| 2025-07-01 | 7.87333712180296 |
| 2025-08-01 | 7.87795752520146 |
| 2025-09-01 | 7.87245682288780 |
| 2025-10-01 | 7.87767862506749 |
| 2025-11-01 | 7.88536432188891 |
| 2025-12-01 | 7.86358067014262 |
| 2026-01-01 | 7.84514091532615 |
| 2026-02-01 | 7.84030003052749 |
| 2026-03-01 | 7.84229259020204 |
| 2026-04-01 | 7.91127278090346 |
| 2026-05-01 | 7.91262126199412 |