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 2026-07-01 |
| Last Updated | 2026-08-21 6:36 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 | 7.00973747879836 |
| 1990-02-01 | 7.04445331972939 |
| 1990-03-01 | 7.08708281459245 |
| 1990-04-01 | 7.16638348489613 |
| 1990-05-01 | 7.19071797368594 |
| 1990-06-01 | 7.22521933789075 |
| 1990-07-01 | 7.19711345472601 |
| 1990-08-01 | 7.19594843627285 |
| 1990-09-01 | 7.19385733192697 |
| 1990-10-01 | 7.19230117530230 |
| 1990-11-01 | 7.21188419202663 |
| 1990-12-01 | 7.18269740609823 |
| 1991-01-01 | 7.11236804551915 |
| 1991-02-01 | 7.14217852670807 |
| 1991-03-01 | 7.18830087045435 |
| 1991-04-01 | 6.86739853324464 |
| 1991-05-01 | 6.99249580696553 |
| 1991-06-01 | 6.92737255290622 |
| 1991-07-01 | 6.69363695354631 |
| 1991-08-01 | 6.70046307245360 |
| 1991-09-01 | 6.69373911995606 |
| 1991-10-01 | 6.68807621714594 |
| 1991-11-01 | 6.70668904865202 |
| 1991-12-01 | 6.67948324472699 |
| 1992-01-01 | 6.81613782284436 |
| 1992-02-01 | 6.73907729410668 |
| 1992-03-01 | 6.89496510831010 |
| 1992-04-01 | 6.76980522296494 |
| 1992-05-01 | 6.79826726617616 |
| 1992-06-01 | 6.82942250366882 |
| 1992-07-01 | 6.78594676302863 |
| 1992-08-01 | 6.80278528344698 |
| 1992-09-01 | 6.79275575882239 |
| 1992-10-01 | 6.78348344493009 |
| 1992-11-01 | 6.70122536658622 |
| 1992-12-01 | 6.77614987270232 |
| 1993-01-01 | 6.81917578513741 |
| 1993-02-01 | 6.83405288528827 |
| 1993-03-01 | 6.90419061620551 |
| 1993-04-01 | 6.97992240730273 |
| 1993-05-01 | 7.00604817939554 |
| 1993-06-01 | 7.02588251100211 |
| 1993-07-01 | 6.97567866273477 |
| 1993-08-01 | 7.00723437367289 |
| 1993-09-01 | 6.98609632191970 |
| 1993-10-01 | 6.97961027940787 |
| 1993-11-01 | 6.99635148351416 |
| 1993-12-01 | 7.07254320203587 |
| 1994-01-01 | 6.92844918624869 |
| 1994-02-01 | 6.92955622783864 |
| 1994-03-01 | 7.01235322325257 |
| 1994-04-01 | 6.79457484182053 |
| 1994-05-01 | 6.60782120533950 |
| 1994-06-01 | 6.62052133715551 |
| 1994-07-01 | 6.76722576648923 |
| 1994-08-01 | 6.70653646081498 |
| 1994-09-01 | 6.77341526415290 |
| 1994-10-01 | 6.88600964679730 |
| 1994-11-01 | 6.89508656056184 |
| 1994-12-01 | 6.86472397094044 |
| 1995-01-01 | 6.94013132947102 |
| 1995-02-01 | 6.82974328493253 |
| 1995-03-01 | 7.01154835881766 |
| 1995-04-01 | 7.21406657625371 |
| 1995-05-01 | 7.20211872279897 |
| 1995-06-01 | 7.31653152621279 |
| 1995-07-01 | 7.35801364308835 |
| 1995-08-01 | 7.41121857362578 |
| 1995-09-01 | 7.36000830664921 |
| 1995-10-01 | 7.39331428097505 |
| 1995-11-01 | 7.38988448459134 |
| 1995-12-01 | 7.36558921447800 |
| 1996-01-01 | 7.35173863226721 |
| 1996-02-01 | 7.33249037869185 |
| 1996-03-01 | 7.20064043290930 |
| 1996-04-01 | 7.13120166024674 |
| 1996-05-01 | 7.09500826821114 |
| 1996-06-01 | 7.11451176375314 |
| 1996-07-01 | 7.05396750312468 |
| 1996-08-01 | 7.00799663434181 |
| 1996-09-01 | 7.05115410081582 |
| 1996-10-01 | 7.00338471758259 |
| 1996-11-01 | 6.88832172353914 |
| 1996-12-01 | 7.07226537539147 |
| 1997-01-01 | 7.05412294452158 |
| 1997-02-01 | 7.13789929954036 |
| 1997-03-01 | 7.18325052745977 |
| 1997-04-01 | 7.14382412296979 |
| 1997-05-01 | 7.28982856587585 |
| 1997-06-01 | 7.11244451424118 |
| 1997-07-01 | 7.25121461315431 |
| 1997-08-01 | 7.30966909536385 |
| 1997-09-01 | 7.34456592046331 |
| 1997-10-01 | 7.20938826287054 |
| 1997-11-01 | 7.18893070663692 |
| 1997-12-01 | 7.28527132247020 |
| 1998-01-01 | 7.05198448882581 |
| 1998-02-01 | 7.14245520637249 |
| 1998-03-01 | 7.26379531353393 |
| 1998-04-01 | 7.44986932319686 |
| 1998-05-01 | 7.38662444633265 |
| 1998-06-01 | 7.31279320703713 |
| 1998-07-01 | 7.35544321119648 |
| 1998-08-01 | 7.30722748858125 |
| 1998-09-01 | 7.34146205026211 |
| 1998-10-01 | 7.41174811983146 |
| 1998-11-01 | 7.49297936917547 |
| 1998-12-01 | 7.38588143045176 |
| 1999-01-01 | 7.45199672037378 |
| 1999-02-01 | 7.45119611895967 |
| 1999-03-01 | 7.45111931341957 |
| 1999-04-01 | 7.34479714336192 |
| 1999-05-01 | 7.28733381949250 |
| 1999-06-01 | 7.31665861297555 |
| 1999-07-01 | 7.25827558006165 |
| 1999-08-01 | 7.30988134544891 |
| 1999-09-01 | 7.24347917207294 |
| 1999-10-01 | 7.30840116935410 |
| 1999-11-01 | 7.29305108425133 |
| 1999-12-01 | 7.28442049215826 |
| 2000-01-01 | 7.34846942300333 |
| 2000-02-01 | 7.35243474175889 |
| 2000-03-01 | 7.34568823415152 |
| 2000-04-01 | 7.44051594599780 |
| 2000-05-01 | 7.39429415635520 |
| 2000-06-01 | 7.42479391967774 |
| 2000-07-01 | 7.46877979073180 |
| 2000-08-01 | 7.40275702377182 |
| 2000-09-01 | 7.45075293672134 |
| 2000-10-01 | 7.39702862811153 |
| 2000-11-01 | 7.39297717336162 |
| 2000-12-01 | 7.36869084030449 |
| 2001-01-01 | 7.45196738229595 |
| 2001-02-01 | 7.45368687681503 |
| 2001-03-01 | 7.44832370179267 |
| 2001-04-01 | 7.43169450508814 |
| 2001-05-01 | 7.50439687749623 |
| 2001-06-01 | 7.53727356963266 |
| 2001-07-01 | 7.67843026758342 |
| 2001-08-01 | 7.59100723160646 |
| 2001-09-01 | 7.65650173832725 |
| 2001-10-01 | 7.68946956482505 |
| 2001-11-01 | 7.69431384661001 |
| 2001-12-01 | 7.75428665358312 |
| 2002-01-01 | 7.65611840787559 |
| 2002-02-01 | 7.64638874307503 |
| 2002-03-01 | 7.74866931520422 |
| 2002-04-01 | 7.82842299740343 |
| 2002-05-01 | 7.80990582916553 |
| 2002-06-01 | 7.85790214094424 |
| 2002-07-01 | 7.78750523870984 |
| 2002-08-01 | 7.77592494081236 |
| 2002-09-01 | 7.76277978079662 |
| 2002-10-01 | 7.68004344252618 |
| 2002-11-01 | 7.69681262150035 |
| 2002-12-01 | 7.73762058110578 |
| 2003-01-01 | 7.16422020191507 |
| 2003-02-01 | 7.14761958538910 |
| 2003-03-01 | 6.95101783999962 |
| 2003-04-01 | 7.01748732073095 |
| 2003-05-01 | 7.11241088335361 |
| 2003-06-01 | 7.07306702380627 |
| 2003-07-01 | 7.08807715072191 |
| 2003-08-01 | 7.16252615611943 |
| 2003-09-01 | 7.17382092845353 |
| 2003-10-01 | 7.27922065778225 |
| 2003-11-01 | 7.29716062805360 |
| 2003-12-01 | 7.23700100105983 |
| 2004-01-01 | 7.06418214828057 |
| 2004-02-01 | 6.94546430965618 |
| 2004-03-01 | 7.04879069370063 |
| 2004-04-01 | 7.00985893903782 |
| 2004-05-01 | 6.91218753967927 |
| 2004-06-01 | 6.88002930518142 |
| 2004-07-01 | 6.88928496277853 |
| 2004-08-01 | 6.95908163687345 |
| 2004-09-01 | 7.08504952396609 |
| 2004-10-01 | 6.87414025919726 |
| 2004-11-01 | 6.89521109147751 |
| 2004-12-01 | 6.83860618667752 |
| 2005-01-01 | 6.96135825694959 |
| 2005-02-01 | 7.05114369495861 |
| 2005-03-01 | 7.05259274655518 |
| 2005-04-01 | 7.10102167664259 |
| 2005-05-01 | 7.11221021673001 |
| 2005-06-01 | 7.07519645676131 |
| 2005-07-01 | 7.18484302171340 |
| 2005-08-01 | 7.16128449585465 |
| 2005-09-01 | 7.09296181015953 |
| 2005-10-01 | 7.27659745839817 |
| 2005-11-01 | 7.29135908067547 |
| 2005-12-01 | 7.34559653221485 |
| 2006-01-01 | 7.45496113735564 |
| 2006-02-01 | 7.45218710009136 |
| 2006-03-01 | 7.45569005348594 |
| 2006-04-01 | 7.50318933725408 |
| 2006-05-01 | 7.50835376223166 |
| 2006-06-01 | 7.56596042969551 |
| 2006-07-01 | 7.58108650686712 |
| 2006-08-01 | 7.57474516146998 |
| 2006-09-01 | 7.49508133398908 |
| 2006-10-01 | 7.47526749394303 |
| 2006-11-01 | 7.48521799292851 |
| 2006-12-01 | 7.44712202725360 |
| 2007-01-01 | 7.44493123012455 |
| 2007-02-01 | 7.45912506759082 |
| 2007-03-01 | 7.56511346934805 |
| 2007-04-01 | 7.61000594616376 |
| 2007-05-01 | 7.60780099774409 |
| 2007-06-01 | 7.65160999062480 |
| 2007-07-01 | 7.57578816885997 |
| 2007-08-01 | 7.58261361382679 |
| 2007-09-01 | 7.69626515010468 |
| 2007-10-01 | 7.67821826354875 |
| 2007-11-01 | 7.67778182568480 |
| 2007-12-01 | 7.74862695643306 |
| 2008-01-01 | 7.83811679131742 |
| 2008-02-01 | 7.76123392384185 |
| 2008-03-01 | 7.77054582843287 |
| 2008-04-01 | 7.82193580183396 |
| 2008-05-01 | 7.90807108971828 |
| 2008-06-01 | 7.94075458467734 |
| 2008-07-01 | 7.97179366788109 |
| 2008-08-01 | 7.99091850560631 |
| 2008-09-01 | 7.99147516560915 |
| 2008-10-01 | 8.18035775801363 |
| 2008-11-01 | 8.07581471008599 |
| 2008-12-01 | 8.04547279092680 |
| 2009-01-01 | 7.93173419063880 |
| 2009-02-01 | 7.96575074566920 |
| 2009-03-01 | 7.87441767947631 |
| 2009-04-01 | 7.73153018391650 |
| 2009-05-01 | 7.71281710703278 |
| 2009-06-01 | 7.53441063783887 |
| 2009-07-01 | 7.46091470856703 |
| 2009-08-01 | 7.58893718888933 |
| 2009-09-01 | 7.58790586104788 |
| 2009-10-01 | 7.58908228049641 |
| 2009-11-01 | 7.57839895369642 |
| 2009-12-01 | 7.54791326789805 |
| 2010-01-01 | 7.63553383814654 |
| 2010-02-01 | 7.56146528050920 |
| 2010-03-01 | 7.56597073443420 |
| 2010-04-01 | 7.63794897661833 |
| 2010-05-01 | 7.61619540750451 |
| 2010-06-01 | 7.63546973912345 |
| 2010-07-01 | 7.64813994265814 |
| 2010-08-01 | 7.68399521325050 |
| 2010-09-01 | 7.57896018714585 |
| 2010-10-01 | 7.70199083425475 |
| 2010-11-01 | 7.69229643424694 |
| 2010-12-01 | 7.66038938236271 |
| 2011-01-01 | 7.63304940179041 |
| 2011-02-01 | 7.65963631896496 |
| 2011-03-01 | 7.55318145347520 |
| 2011-04-01 | 7.63706575037325 |
| 2011-05-01 | 7.61576690711944 |
| 2011-06-01 | 7.63725776614067 |
| 2011-07-01 | 7.63635728960010 |
| 2011-08-01 | 7.57360296800289 |
| 2011-09-01 | 7.57274985856226 |
| 2011-10-01 | 7.51782580436250 |
| 2011-11-01 | 7.50206990437284 |
| 2011-12-01 | 7.58157691073719 |
| 2012-01-01 | 7.53986625987424 |
| 2012-02-01 | 7.45804995005530 |
| 2012-03-01 | 7.53298207427340 |
| 2012-04-01 | 7.53108646772501 |
| 2012-05-01 | 7.51204910135441 |
| 2012-06-01 | 7.53733081270897 |
| 2012-07-01 | 7.53142865549447 |
| 2012-08-01 | 7.46517368413048 |
| 2012-09-01 | 7.46427363010638 |
| 2012-10-01 | 7.43295846986018 |
| 2012-11-01 | 7.40990029552881 |
| 2012-12-01 | 7.40250664633581 |
| 2013-01-01 | 7.34056668080506 |
| 2013-02-01 | 7.36469292108931 |
| 2013-03-01 | 7.31917417670408 |
| 2013-04-01 | 7.22340535314283 |
| 2013-05-01 | 7.20573246193801 |
| 2013-06-01 | 7.13339492100351 |
| 2013-07-01 | 7.13295703622979 |
| 2013-08-01 | 7.15938690444282 |
| 2013-09-01 | 7.16037144915617 |
| 2013-10-01 | 7.13935733953396 |
| 2013-11-01 | 7.10757151665673 |
| 2013-12-01 | 7.11730935090479 |
| 2014-01-01 | 7.24794551284728 |
| 2014-02-01 | 7.26778557270951 |
| 2014-03-01 | 7.31242599392837 |
| 2014-04-01 | 7.32082842600964 |
| 2014-05-01 | 7.40099135742344 |
| 2014-06-01 | 7.33119190281658 |
| 2014-07-01 | 7.34099387410745 |
| 2014-08-01 | 7.35119449501181 |
| 2014-09-01 | 7.35623934457334 |
| 2014-10-01 | 7.33505730124768 |
| 2014-11-01 | 7.40424544816589 |
| 2014-12-01 | 7.32664516452231 |
| 2015-01-01 | 7.34950373416701 |
| 2015-02-01 | 7.37667864023261 |
| 2015-03-01 | 7.41941567311283 |
| 2015-04-01 | 7.41599664583917 |
| 2015-05-01 | 7.39749254406048 |
| 2015-06-01 | 7.42612952294877 |
| 2015-07-01 | 7.44727705610231 |
| 2015-08-01 | 7.44830015529853 |
| 2015-09-01 | 7.35694851688700 |
| 2015-10-01 | 7.42290597279147 |
| 2015-11-01 | 7.49771673453294 |
| 2015-12-01 | 7.42950537916120 |
| 2016-01-01 | 7.45584554611111 |
| 2016-02-01 | 7.37919739294229 |
| 2016-03-01 | 7.33243459177134 |
| 2016-04-01 | 7.41142501059881 |
| 2016-05-01 | 7.39934344928796 |
| 2016-06-01 | 7.42265718321687 |
| 2016-07-01 | 7.34955844271243 |
| 2016-08-01 | 7.34859006113300 |
| 2016-09-01 | 7.36102439725384 |
| 2016-10-01 | 7.41009516560731 |
| 2016-11-01 | 7.29438306547554 |
| 2016-12-01 | 7.32162874202712 |
| 2017-01-01 | 7.25590487358184 |
| 2017-02-01 | 7.28354925782102 |
| 2017-03-01 | 7.24748993852976 |
| 2017-04-01 | 7.20404580488870 |
| 2017-05-01 | 7.30573179467647 |
| 2017-06-01 | 7.32207952080842 |
| 2017-07-01 | 7.34891629561377 |
| 2017-08-01 | 7.45574049373556 |
| 2017-09-01 | 7.46635238925883 |
| 2017-10-01 | 7.49809803972490 |
| 2017-11-01 | 7.49372602450872 |
| 2017-12-01 | 7.61032963493256 |
| 2018-01-01 | 7.45437509792370 |
| 2018-02-01 | 7.47598403447368 |
| 2018-03-01 | 7.55459091391399 |
| 2018-04-01 | 7.59958261768541 |
| 2018-05-01 | 7.61417040170544 |
| 2018-06-01 | 7.63585857564029 |
| 2018-07-01 | 7.65139557485024 |
| 2018-08-01 | 7.56269898147657 |
| 2018-09-01 | 7.56880174388462 |
| 2018-10-01 | 7.59012426374715 |
| 2018-11-01 | 7.59154950068175 |
| 2018-12-01 | 7.59936948493988 |
| 2019-01-01 | 7.64496481508133 |
| 2019-02-01 | 7.76779798842829 |
| 2019-03-01 | 7.75750588524813 |
| 2019-04-01 | 7.79462129549468 |
| 2019-05-01 | 7.82126276015282 |
| 2019-06-01 | 7.85593686046032 |
| 2019-07-01 | 7.85314427898609 |
| 2019-08-01 | 7.87257900521466 |
| 2019-09-01 | 7.87146741295850 |
| 2019-10-01 | 7.88752190182693 |
| 2019-11-01 | 7.88550258805943 |
| 2019-12-01 | 7.89178837837667 |
| 2020-01-01 | 7.83716339652546 |
| 2020-02-01 | 7.75407363505390 |
| 2020-03-01 | 7.75205494392318 |
| 2020-04-01 | 7.39361093723616 |
| 2020-05-01 | 7.32590149191047 |
| 2020-06-01 | 7.27840784526427 |
| 2020-07-01 | 7.35919590614556 |
| 2020-08-01 | 7.37994822847110 |
| 2020-09-01 | 7.37366521172417 |
| 2020-10-01 | 7.38869567627738 |
| 2020-11-01 | 7.37844046815488 |
| 2020-12-01 | 7.38320203427520 |
| 2021-01-01 | 7.42873692201175 |
| 2021-02-01 | 7.44464176185649 |
| 2021-03-01 | 7.44563238256167 |
| 2021-04-01 | 7.29470478818896 |
| 2021-05-01 | 7.42781040018870 |
| 2021-06-01 | 7.39454955083566 |
| 2021-07-01 | 7.46715140190503 |
| 2021-08-01 | 7.48460123854371 |
| 2021-09-01 | 7.57475953483763 |
| 2021-10-01 | 7.58845687154828 |
| 2021-11-01 | 7.67730755973429 |
| 2021-12-01 | 7.67603908987737 |
| 2022-01-01 | 7.72655075347147 |
| 2022-02-01 | 7.73359033422309 |
| 2022-03-01 | 7.73672903260991 |
| 2022-04-01 | 7.80150330789966 |
| 2022-05-01 | 7.82539739167674 |
| 2022-06-01 | 7.70817407854392 |
| 2022-07-01 | 7.87447048900212 |
| 2022-08-01 | 7.88454974838391 |
| 2022-09-01 | 7.87336984769521 |
| 2022-10-01 | 7.78696153320894 |
| 2022-11-01 | 7.87752319287007 |
| 2022-12-01 | 7.87044708640191 |
| 2023-01-01 | 7.82936778663674 |
| 2023-02-01 | 7.83007107798197 |
| 2023-03-01 | 7.83461833770966 |
| 2023-04-01 | 7.80516164934700 |
| 2023-05-01 | 7.81963052670697 |
| 2023-06-01 | 7.81206237788455 |
| 2023-07-01 | 7.77652115201506 |
| 2023-08-01 | 7.78372346330921 |
| 2023-09-01 | 7.67383024812887 |
| 2023-10-01 | 7.78438963178003 |
| 2023-11-01 | 7.78032505631009 |
| 2023-12-01 | 7.76753605547282 |
| 2024-01-01 | 7.93623170759317 |
| 2024-02-01 | 7.93004739488638 |
| 2024-03-01 | 7.93411565128456 |
| 2024-04-01 | 7.90814844710254 |
| 2024-05-01 | 7.91335394625821 |
| 2024-06-01 | 7.90890178994751 |
| 2024-07-01 | 7.87728266301586 |
| 2024-08-01 | 7.78230956122274 |
| 2024-09-01 | 7.87438391149699 |
| 2024-10-01 | 7.88208653055724 |
| 2024-11-01 | 7.78358732573178 |
| 2024-12-01 | 7.86519817445426 |
| 2025-01-01 | 7.84171209098092 |
| 2025-02-01 | 7.83417109699519 |
| 2025-03-01 | 7.83727777724680 |
| 2025-04-01 | 7.80727494297492 |
| 2025-05-01 | 7.80952733653486 |
| 2025-06-01 | 7.80242625165007 |
| 2025-07-01 | 7.87779548796966 |
| 2025-08-01 | 7.88095864899041 |
| 2025-09-01 | 7.87490386518226 |
| 2025-10-01 | 7.87952990775032 |
| 2025-11-01 | 7.88671466890836 |
| 2025-12-01 | 7.86419190274015 |
| 2026-01-01 | 7.84426004693413 |
| 2026-02-01 | 7.83821973465813 |
| 2026-03-01 | 7.83914759522749 |
| 2026-04-01 | 7.90741989020081 |
| 2026-05-01 | 7.90846153638807 |
| 2026-06-01 | 7.89912731884819 |
| 2026-07-01 | 7.87636504198390 |