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 2026-08-01 |
| Last Updated | 2026-09-18 11:44 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 | 7.0097371454 |
| 1990-02-01 | 7.0444561894 |
| 1990-03-01 | 7.0870853796 |
| 1990-04-01 | 7.1663879619 |
| 1990-05-01 | 7.1907252196 |
| 1990-06-01 | 7.2252279767 |
| 1990-07-01 | 7.1971052776 |
| 1990-08-01 | 7.1959415411 |
| 1990-09-01 | 7.1938518508 |
| 1990-10-01 | 7.1922972531 |
| 1990-11-01 | 7.2118847186 |
| 1990-12-01 | 7.1826963099 |
| 1991-01-01 | 7.1123678851 |
| 1991-02-01 | 7.1421811743 |
| 1991-03-01 | 7.1883032552 |
| 1991-04-01 | 6.8674025026 |
| 1991-05-01 | 6.9925023295 |
| 1991-06-01 | 6.9273805780 |
| 1991-07-01 | 6.6936296313 |
| 1991-08-01 | 6.7004568993 |
| 1991-09-01 | 6.6937342490 |
| 1991-10-01 | 6.6880726851 |
| 1991-11-01 | 6.7066896240 |
| 1991-12-01 | 6.6794823099 |
| 1992-01-01 | 6.8161375929 |
| 1992-02-01 | 6.7390794822 |
| 1992-03-01 | 6.8949669774 |
| 1992-04-01 | 6.7698083474 |
| 1992-05-01 | 6.7982728027 |
| 1992-06-01 | 6.8294298258 |
| 1992-07-01 | 6.7859404232 |
| 1992-08-01 | 6.8027801280 |
| 1992-09-01 | 6.7927518527 |
| 1992-10-01 | 6.7834806031 |
| 1992-11-01 | 6.7012261715 |
| 1992-12-01 | 6.7761491791 |
| 1993-01-01 | 6.8191755111 |
| 1993-02-01 | 6.8340546135 |
| 1993-03-01 | 6.9041918325 |
| 1993-04-01 | 6.9799245257 |
| 1993-05-01 | 7.0060519569 |
| 1993-06-01 | 7.0258878171 |
| 1993-07-01 | 6.9756745639 |
| 1993-08-01 | 7.0072309184 |
| 1993-09-01 | 6.9860936161 |
| 1993-10-01 | 6.9796080773 |
| 1993-11-01 | 6.9963524433 |
| 1993-12-01 | 7.0725425757 |
| 1994-01-01 | 6.9284489001 |
| 1994-02-01 | 6.9295573292 |
| 1994-03-01 | 7.0123538875 |
| 1994-04-01 | 6.7945759870 |
| 1994-05-01 | 6.6078233826 |
| 1994-06-01 | 6.6205246865 |
| 1994-07-01 | 6.7672235907 |
| 1994-08-01 | 6.7065345608 |
| 1994-09-01 | 6.7734137335 |
| 1994-10-01 | 6.8860082451 |
| 1994-11-01 | 6.8950872659 |
| 1994-12-01 | 6.8647234586 |
| 1995-01-01 | 6.9401312440 |
| 1995-02-01 | 6.8297439212 |
| 1995-03-01 | 7.0115486752 |
| 1995-04-01 | 7.2140669610 |
| 1995-05-01 | 7.2021194587 |
| 1995-06-01 | 7.3165329517 |
| 1995-07-01 | 7.3580132791 |
| 1995-08-01 | 7.4112179994 |
| 1995-09-01 | 7.3600076655 |
| 1995-10-01 | 7.3933134053 |
| 1995-11-01 | 7.3898847024 |
| 1995-12-01 | 7.3655887714 |
| 1996-01-01 | 7.3517386493 |
| 1996-02-01 | 7.3324906400 |
| 1996-03-01 | 7.2006405714 |
| 1996-04-01 | 7.1312016723 |
| 1996-05-01 | 7.0950086127 |
| 1996-06-01 | 7.1145126753 |
| 1996-07-01 | 7.0539673304 |
| 1996-08-01 | 7.0079964273 |
| 1996-09-01 | 7.0511538905 |
| 1996-10-01 | 7.0033843427 |
| 1996-11-01 | 6.8883215472 |
| 1996-12-01 | 7.0722652031 |
| 1997-01-01 | 7.0541229687 |
| 1997-02-01 | 7.1378994659 |
| 1997-03-01 | 7.1832505532 |
| 1997-04-01 | 7.1438240953 |
| 1997-05-01 | 7.2898287357 |
| 1997-06-01 | 7.1124449798 |
| 1997-07-01 | 7.2512145439 |
| 1997-08-01 | 7.3096690221 |
| 1997-09-01 | 7.3445658312 |
| 1997-10-01 | 7.2093880746 |
| 1997-11-01 | 7.1889305490 |
| 1997-12-01 | 7.2852712843 |
| 1998-01-01 | 7.0519844847 |
| 1998-02-01 | 7.1424553127 |
| 1998-03-01 | 7.2637953332 |
| 1998-04-01 | 7.4498693679 |
| 1998-05-01 | 7.3866245367 |
| 1998-06-01 | 7.3127932731 |
| 1998-07-01 | 7.3554432227 |
| 1998-08-01 | 7.3072274731 |
| 1998-09-01 | 7.3414619982 |
| 1998-10-01 | 7.4117480695 |
| 1998-11-01 | 7.4929792665 |
| 1998-12-01 | 7.3858814083 |
| 1999-01-01 | 7.4519967262 |
| 1999-02-01 | 7.4511961712 |
| 1999-03-01 | 7.4511193315 |
| 1999-04-01 | 7.3447971724 |
| 1999-05-01 | 7.2873338666 |
| 1999-06-01 | 7.3166586391 |
| 1999-07-01 | 7.2582755766 |
| 1999-08-01 | 7.3098813304 |
| 1999-09-01 | 7.2434791414 |
| 1999-10-01 | 7.3084011445 |
| 1999-11-01 | 7.2930510318 |
| 1999-12-01 | 7.2844204754 |
| 2000-01-01 | 7.3484694435 |
| 2000-02-01 | 7.3524347791 |
| 2000-03-01 | 7.3456882447 |
| 2000-04-01 | 7.4405159605 |
| 2000-05-01 | 7.3942941779 |
| 2000-06-01 | 7.4247939295 |
| 2000-07-01 | 7.4687797888 |
| 2000-08-01 | 7.4027570129 |
| 2000-09-01 | 7.4507529166 |
| 2000-10-01 | 7.3970286073 |
| 2000-11-01 | 7.3929771495 |
| 2000-12-01 | 7.3686908123 |
| 2001-01-01 | 7.4519674105 |
| 2001-02-01 | 7.4536868999 |
| 2001-03-01 | 7.4483237148 |
| 2001-04-01 | 7.4316945195 |
| 2001-05-01 | 7.5043968886 |
| 2001-06-01 | 7.5372735756 |
| 2001-07-01 | 7.6784302719 |
| 2001-08-01 | 7.5910072247 |
| 2001-09-01 | 7.6565017240 |
| 2001-10-01 | 7.6894695437 |
| 2001-11-01 | 7.6943138208 |
| 2001-12-01 | 7.7542866072 |
| 2002-01-01 | 7.6561184503 |
| 2002-02-01 | 7.6463887621 |
| 2002-03-01 | 7.7486693334 |
| 2002-04-01 | 7.8284230106 |
| 2002-05-01 | 7.8099058418 |
| 2002-06-01 | 7.8579021472 |
| 2002-07-01 | 7.7875052429 |
| 2002-08-01 | 7.7759249343 |
| 2002-09-01 | 7.7627797660 |
| 2002-10-01 | 7.6800434227 |
| 2002-11-01 | 7.6968125983 |
| 2002-12-01 | 7.7376205257 |
| 2003-01-01 | 7.1642202458 |
| 2003-02-01 | 7.1476196043 |
| 2003-03-01 | 6.9510178590 |
| 2003-04-01 | 7.0174873344 |
| 2003-05-01 | 7.1124108963 |
| 2003-06-01 | 7.0730670303 |
| 2003-07-01 | 7.0880771544 |
| 2003-08-01 | 7.1625261512 |
| 2003-09-01 | 7.1738209147 |
| 2003-10-01 | 7.2792206409 |
| 2003-11-01 | 7.2971606075 |
| 2003-12-01 | 7.2370009368 |
| 2004-01-01 | 7.0641821925 |
| 2004-02-01 | 6.9454643320 |
| 2004-03-01 | 7.0487907112 |
| 2004-04-01 | 7.0098589510 |
| 2004-05-01 | 6.9121875511 |
| 2004-06-01 | 6.8800293102 |
| 2004-07-01 | 6.8892849642 |
| 2004-08-01 | 6.9590816328 |
| 2004-09-01 | 7.0850495119 |
| 2004-10-01 | 6.8741402471 |
| 2004-11-01 | 6.8952110787 |
| 2004-12-01 | 6.8386061339 |
| 2005-01-01 | 6.9613582878 |
| 2005-02-01 | 7.0511437121 |
| 2005-03-01 | 7.0525927605 |
| 2005-04-01 | 7.1010216864 |
| 2005-05-01 | 7.1122102255 |
| 2005-06-01 | 7.0751964604 |
| 2005-07-01 | 7.1848430216 |
| 2005-08-01 | 7.1612844934 |
| 2005-09-01 | 7.0929618017 |
| 2005-10-01 | 7.2765974524 |
| 2005-11-01 | 7.2913590758 |
| 2005-12-01 | 7.3455964918 |
| 2006-01-01 | 7.4549611549 |
| 2006-02-01 | 7.4521871126 |
| 2006-03-01 | 7.4556900628 |
| 2006-04-01 | 7.5031893439 |
| 2006-05-01 | 7.5083537677 |
| 2006-06-01 | 7.5659604316 |
| 2006-07-01 | 7.5810865062 |
| 2006-08-01 | 7.5747451599 |
| 2006-09-01 | 7.4950813284 |
| 2006-10-01 | 7.4752674923 |
| 2006-11-01 | 7.4852179940 |
| 2006-12-01 | 7.4471220080 |
| 2007-01-01 | 7.4449312333 |
| 2007-02-01 | 7.4591250711 |
| 2007-03-01 | 7.5651134745 |
| 2007-04-01 | 7.6100059506 |
| 2007-05-01 | 7.6078010009 |
| 2007-06-01 | 7.6516099922 |
| 2007-07-01 | 7.5757881691 |
| 2007-08-01 | 7.5826136136 |
| 2007-09-01 | 7.6962651472 |
| 2007-10-01 | 7.6782182634 |
| 2007-11-01 | 7.6777818262 |
| 2007-12-01 | 7.7486269471 |
| 2008-01-01 | 7.8381167924 |
| 2008-02-01 | 7.7612339259 |
| 2008-03-01 | 7.7705458292 |
| 2008-04-01 | 7.8219358038 |
| 2008-05-01 | 7.9080710913 |
| 2008-06-01 | 7.9407545856 |
| 2008-07-01 | 7.9717936681 |
| 2008-08-01 | 7.9909185056 |
| 2008-09-01 | 7.9914751640 |
| 2008-10-01 | 8.1803577577 |
| 2008-11-01 | 8.0758147098 |
| 2008-12-01 | 8.0454727913 |
| 2009-01-01 | 7.9317341900 |
| 2009-02-01 | 7.9657507459 |
| 2009-03-01 | 7.8744176774 |
| 2009-04-01 | 7.7315301849 |
| 2009-05-01 | 7.7128171079 |
| 2009-06-01 | 7.5344106385 |
| 2009-07-01 | 7.4609147089 |
| 2009-08-01 | 7.5889371890 |
| 2009-09-01 | 7.5879058602 |
| 2009-10-01 | 7.5890822804 |
| 2009-11-01 | 7.5783989535 |
| 2009-12-01 | 7.5479132689 |
| 2010-01-01 | 7.6355338375 |
| 2010-02-01 | 7.5614652807 |
| 2010-03-01 | 7.5659707315 |
| 2010-04-01 | 7.6379489785 |
| 2010-05-01 | 7.6161954093 |
| 2010-06-01 | 7.6354697401 |
| 2010-07-01 | 7.6481399425 |
| 2010-08-01 | 7.6839952122 |
| 2010-09-01 | 7.5789601848 |
| 2010-10-01 | 7.7019908328 |
| 2010-11-01 | 7.6922964376 |
| 2010-12-01 | 7.6603893834 |
| 2011-01-01 | 7.6330493989 |
| 2011-02-01 | 7.6596363166 |
| 2011-03-01 | 7.5531814489 |
| 2011-04-01 | 7.6370657519 |
| 2011-05-01 | 7.6157669238 |
| 2011-06-01 | 7.6372577677 |
| 2011-07-01 | 7.6363572888 |
| 2011-08-01 | 7.5736029642 |
| 2011-09-01 | 7.5727498521 |
| 2011-10-01 | 7.5178257978 |
| 2011-11-01 | 7.5020699075 |
| 2011-12-01 | 7.5815769083 |
| 2012-01-01 | 7.5398662528 |
| 2012-02-01 | 7.4580499442 |
| 2012-03-01 | 7.5329820694 |
| 2012-04-01 | 7.5310864734 |
| 2012-05-01 | 7.5120491397 |
| 2012-06-01 | 7.5373308249 |
| 2012-07-01 | 7.5314286667 |
| 2012-08-01 | 7.4651736911 |
| 2012-09-01 | 7.4642735643 |
| 2012-10-01 | 7.4329584670 |
| 2012-11-01 | 7.4099002995 |
| 2012-12-01 | 7.4025066410 |
| 2013-01-01 | 7.3405666731 |
| 2013-02-01 | 7.3646929222 |
| 2013-03-01 | 7.3191741199 |
| 2013-04-01 | 7.2234053827 |
| 2013-05-01 | 7.2057325434 |
| 2013-06-01 | 7.1333949621 |
| 2013-07-01 | 7.1329570762 |
| 2013-08-01 | 7.1593869392 |
| 2013-09-01 | 7.1603713406 |
| 2013-10-01 | 7.1393572479 |
| 2013-11-01 | 7.1075715220 |
| 2013-12-01 | 7.1173093421 |
| 2014-01-01 | 7.2479454964 |
| 2014-02-01 | 7.2677855615 |
| 2014-03-01 | 7.3124258573 |
| 2014-04-01 | 7.3208286398 |
| 2014-05-01 | 7.4009914312 |
| 2014-06-01 | 7.3311919477 |
| 2014-07-01 | 7.3409939415 |
| 2014-08-01 | 7.3511945811 |
| 2014-09-01 | 7.3562392319 |
| 2014-10-01 | 7.3350571687 |
| 2014-11-01 | 7.4042455046 |
| 2014-12-01 | 7.3266450475 |
| 2015-01-01 | 7.3495035591 |
| 2015-02-01 | 7.3766783962 |
| 2015-03-01 | 7.4194154554 |
| 2015-04-01 | 7.4159971159 |
| 2015-05-01 | 7.3974927586 |
| 2015-06-01 | 7.4261297661 |
| 2015-07-01 | 7.4472773320 |
| 2015-08-01 | 7.4483004232 |
| 2015-09-01 | 7.3569484912 |
| 2015-10-01 | 7.4229057079 |
| 2015-11-01 | 7.4977166269 |
| 2015-12-01 | 7.4295047637 |
| 2016-01-01 | 7.4558447019 |
| 2016-02-01 | 7.3791971019 |
| 2016-03-01 | 7.3324340897 |
| 2016-04-01 | 7.4114258022 |
| 2016-05-01 | 7.3993441846 |
| 2016-06-01 | 7.4226581953 |
| 2016-07-01 | 7.3495594347 |
| 2016-08-01 | 7.3485907807 |
| 2016-09-01 | 7.3610244193 |
| 2016-10-01 | 7.4100945950 |
| 2016-11-01 | 7.2943824745 |
| 2016-12-01 | 7.3216270606 |
| 2017-01-01 | 7.2559026419 |
| 2017-02-01 | 7.2835484061 |
| 2017-03-01 | 7.2474886838 |
| 2017-04-01 | 7.2040451437 |
| 2017-05-01 | 7.3057314557 |
| 2017-06-01 | 7.3220922503 |
| 2017-07-01 | 7.3489164534 |
| 2017-08-01 | 7.4557402095 |
| 2017-09-01 | 7.4663511920 |
| 2017-10-01 | 7.4980958201 |
| 2017-11-01 | 7.4937235364 |
| 2017-12-01 | 7.6103258891 |
| 2018-01-01 | 7.4543709733 |
| 2018-02-01 | 7.4759824525 |
| 2018-03-01 | 7.5545893590 |
| 2018-04-01 | 7.5995834194 |
| 2018-05-01 | 7.6141693601 |
| 2018-06-01 | 7.6358898646 |
| 2018-07-01 | 7.6513925580 |
| 2018-08-01 | 7.5626941208 |
| 2018-09-01 | 7.5687957384 |
| 2018-10-01 | 7.5901183620 |
| 2018-11-01 | 7.5915395042 |
| 2018-12-01 | 7.5993663628 |
| 2019-01-01 | 7.6449630743 |
| 2019-02-01 | 7.7677994721 |
| 2019-03-01 | 7.7575074127 |
| 2019-04-01 | 7.7946252267 |
| 2019-05-01 | 7.8212608832 |
| 2019-06-01 | 7.8559908926 |
| 2019-07-01 | 7.8531335944 |
| 2019-08-01 | 7.8725648648 |
| 2019-09-01 | 7.8714537554 |
| 2019-10-01 | 7.8874912755 |
| 2019-11-01 | 7.8854895581 |
| 2019-12-01 | 7.8917937466 |
| 2020-01-01 | 7.8371728998 |
| 2020-02-01 | 7.7540853602 |
| 2020-03-01 | 7.7520651435 |
| 2020-04-01 | 7.3936232502 |
| 2020-05-01 | 7.3259033838 |
| 2020-06-01 | 7.2784769608 |
| 2020-07-01 | 7.3591824381 |
| 2020-08-01 | 7.3799282686 |
| 2020-09-01 | 7.3735925291 |
| 2020-10-01 | 7.3886274520 |
| 2020-11-01 | 7.3783983262 |
| 2020-12-01 | 7.3832717434 |
| 2021-01-01 | 7.4287651734 |
| 2021-02-01 | 7.4446974346 |
| 2021-03-01 | 7.4456400048 |
| 2021-04-01 | 7.2947295620 |
| 2021-05-01 | 7.4278332078 |
| 2021-06-01 | 7.3946442394 |
| 2021-07-01 | 7.4671435628 |
| 2021-08-01 | 7.4845307022 |
| 2021-09-01 | 7.5745965241 |
| 2021-10-01 | 7.5883129170 |
| 2021-11-01 | 7.6772024050 |
| 2021-12-01 | 7.6761685092 |
| 2022-01-01 | 7.7266187380 |
| 2022-02-01 | 7.7337332004 |
| 2022-03-01 | 7.7367915273 |
| 2022-04-01 | 7.8016012440 |
| 2022-05-01 | 7.8254873069 |
| 2022-06-01 | 7.7082932748 |
| 2022-07-01 | 7.8744518528 |
| 2022-08-01 | 7.8843676107 |
| 2022-09-01 | 7.8730238254 |
| 2022-10-01 | 7.7866681933 |
| 2022-11-01 | 7.8772931223 |
| 2022-12-01 | 7.8706257915 |
| 2023-01-01 | 7.8295077974 |
| 2023-02-01 | 7.8303696405 |
| 2023-03-01 | 7.8348243903 |
| 2023-04-01 | 7.8054166440 |
| 2023-05-01 | 7.8198816652 |
| 2023-06-01 | 7.8123324838 |
| 2023-07-01 | 7.7767032060 |
| 2023-08-01 | 7.7829155182 |
| 2023-09-01 | 7.6730637740 |
| 2023-10-01 | 7.7837576617 |
| 2023-11-01 | 7.7799226988 |
| 2023-12-01 | 7.7677761238 |
| 2024-01-01 | 7.9366533621 |
| 2024-02-01 | 7.9307581110 |
| 2024-03-01 | 7.9347351871 |
| 2024-04-01 | 7.9087109892 |
| 2024-05-01 | 7.9137094585 |
| 2024-06-01 | 7.9090278740 |
| 2024-07-01 | 7.8771450017 |
| 2024-08-01 | 7.7814705434 |
| 2024-09-01 | 7.8730810482 |
| 2024-10-01 | 7.8810752772 |
| 2024-11-01 | 7.7829925362 |
| 2024-12-01 | 7.8655111323 |
| 2025-01-01 | 7.8424126254 |
| 2025-02-01 | 7.8353232889 |
| 2025-03-01 | 7.8383505468 |
| 2025-04-01 | 7.8081611645 |
| 2025-05-01 | 7.8099701025 |
| 2025-06-01 | 7.8023771961 |
| 2025-07-01 | 7.8772773073 |
| 2025-08-01 | 7.8800776664 |
| 2025-09-01 | 7.8730894221 |
| 2025-10-01 | 7.8781615249 |
| 2025-11-01 | 7.8859660619 |
| 2025-12-01 | 7.8645591642 |
| 2026-01-01 | 7.8452621766 |
| 2026-02-01 | 7.8398350209 |
| 2026-03-01 | 7.8407324362 |
| 2026-04-01 | 7.9086488036 |
| 2026-05-01 | 7.9089385728 |
| 2026-06-01 | 7.8987627079 |
| 2026-07-01 | 7.8752021825 |
| 2026-08-01 | 7.8799650829 |