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 2026-09-01 |
| Last Updated | 2026-10-20 10:46 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 | 7.0097376434 |
| 1990-02-01 | 7.0444519007 |
| 1990-03-01 | 7.0870815461 |
| 1990-04-01 | 7.1663812711 |
| 1990-05-01 | 7.1907143907 |
| 1990-06-01 | 7.2252150662 |
| 1990-07-01 | 7.1971174983 |
| 1990-08-01 | 7.1959518459 |
| 1990-09-01 | 7.1938600423 |
| 1990-10-01 | 7.1923031148 |
| 1990-11-01 | 7.2118839318 |
| 1990-12-01 | 7.1826979480 |
| 1991-01-01 | 7.1123681246 |
| 1991-02-01 | 7.1421772175 |
| 1991-03-01 | 7.1882996911 |
| 1991-04-01 | 6.8673965705 |
| 1991-05-01 | 6.9924925816 |
| 1991-06-01 | 6.9273685848 |
| 1991-07-01 | 6.6936405743 |
| 1991-08-01 | 6.7004661251 |
| 1991-09-01 | 6.6937415286 |
| 1991-10-01 | 6.6880779637 |
| 1991-11-01 | 6.7066887643 |
| 1991-12-01 | 6.6794837068 |
| 1992-01-01 | 6.8161379363 |
| 1992-02-01 | 6.7390762121 |
| 1992-03-01 | 6.8949641839 |
| 1992-04-01 | 6.7698036779 |
| 1992-05-01 | 6.7982645284 |
| 1992-06-01 | 6.8294188835 |
| 1992-07-01 | 6.7859498980 |
| 1992-08-01 | 6.8027878328 |
| 1992-09-01 | 6.7927576903 |
| 1992-10-01 | 6.7834848501 |
| 1992-11-01 | 6.7012249686 |
| 1992-12-01 | 6.7761502154 |
| 1993-01-01 | 6.8191759204 |
| 1993-02-01 | 6.8340520308 |
| 1993-03-01 | 6.9041900147 |
| 1993-04-01 | 6.9799213598 |
| 1993-05-01 | 7.0060463115 |
| 1993-06-01 | 7.0258798880 |
| 1993-07-01 | 6.9756806896 |
| 1993-08-01 | 7.0072360823 |
| 1993-09-01 | 6.9860976598 |
| 1993-10-01 | 6.9796113681 |
| 1993-11-01 | 6.9963510089 |
| 1993-12-01 | 7.0725435113 |
| 1994-01-01 | 6.9284493274 |
| 1994-02-01 | 6.9295556834 |
| 1994-03-01 | 7.0123528947 |
| 1994-04-01 | 6.7945742756 |
| 1994-05-01 | 6.6078201290 |
| 1994-06-01 | 6.6205196822 |
| 1994-07-01 | 6.7672268425 |
| 1994-08-01 | 6.7065374003 |
| 1994-09-01 | 6.7734160204 |
| 1994-10-01 | 6.8860103397 |
| 1994-11-01 | 6.8950862118 |
| 1994-12-01 | 6.8647242227 |
| 1995-01-01 | 6.9401313713 |
| 1995-02-01 | 6.8297429717 |
| 1995-03-01 | 7.0115482021 |
| 1995-04-01 | 7.2140663864 |
| 1995-05-01 | 7.2021183594 |
| 1995-06-01 | 7.3165308229 |
| 1995-07-01 | 7.3580138230 |
| 1995-08-01 | 7.4112188575 |
| 1995-09-01 | 7.3600086225 |
| 1995-10-01 | 7.3933147138 |
| 1995-11-01 | 7.3898843769 |
| 1995-12-01 | 7.3655894309 |
| 1996-01-01 | 7.3517386232 |
| 1996-02-01 | 7.3324902520 |
| 1996-03-01 | 7.2006403639 |
| 1996-04-01 | 7.1312016549 |
| 1996-05-01 | 7.0950080985 |
| 1996-06-01 | 7.1145113148 |
| 1996-07-01 | 7.0539675885 |
| 1996-08-01 | 7.0079967369 |
| 1996-09-01 | 7.0511542034 |
| 1996-10-01 | 7.0033849031 |
| 1996-11-01 | 6.8883218107 |
| 1996-12-01 | 7.0722654563 |
| 1997-01-01 | 7.0541229311 |
| 1997-02-01 | 7.1378992204 |
| 1997-03-01 | 7.1832505140 |
| 1997-04-01 | 7.1438241384 |
| 1997-05-01 | 7.2898284842 |
| 1997-06-01 | 7.1124442875 |
| 1997-07-01 | 7.2512146486 |
| 1997-08-01 | 7.3096691314 |
| 1997-09-01 | 7.3445659611 |
| 1997-10-01 | 7.2093883528 |
| 1997-11-01 | 7.1889307812 |
| 1997-12-01 | 7.2852713348 |
| 1998-01-01 | 7.0519844888 |
| 1998-02-01 | 7.1424551583 |
| 1998-03-01 | 7.2637953067 |
| 1998-04-01 | 7.4498693078 |
| 1998-05-01 | 7.3866244088 |
| 1998-06-01 | 7.3127931809 |
| 1998-07-01 | 7.3554432140 |
| 1998-08-01 | 7.3072274911 |
| 1998-09-01 | 7.3414620635 |
| 1998-10-01 | 7.4117481308 |
| 1998-11-01 | 7.4929794081 |
| 1998-12-01 | 7.3858814326 |
| 1999-01-01 | 7.4519967205 |
| 1999-02-01 | 7.4511960851 |
| 1999-03-01 | 7.4511193224 |
| 1999-04-01 | 7.3447971511 |
| 1999-05-01 | 7.2873338167 |
| 1999-06-01 | 7.3166586179 |
| 1999-07-01 | 7.2582756042 |
| 1999-08-01 | 7.3098813439 |
| 1999-09-01 | 7.2434791610 |
| 1999-10-01 | 7.3084011403 |
| 1999-11-01 | 7.2930510540 |
| 1999-12-01 | 7.2844204288 |
| 2000-01-01 | 7.3484694850 |
| 2000-02-01 | 7.3524347407 |
| 2000-03-01 | 7.3456882673 |
| 2000-04-01 | 7.4405159743 |
| 2000-05-01 | 7.3942941828 |
| 2000-06-01 | 7.4247939415 |
| 2000-07-01 | 7.4687798231 |
| 2000-08-01 | 7.4027570117 |
| 2000-09-01 | 7.4507529011 |
| 2000-10-01 | 7.3970285633 |
| 2000-11-01 | 7.3929770858 |
| 2000-12-01 | 7.3686907173 |
| 2001-01-01 | 7.4519675110 |
| 2001-02-01 | 7.4536869053 |
| 2001-03-01 | 7.4483237595 |
| 2001-04-01 | 7.4316945507 |
| 2001-05-01 | 7.5043969271 |
| 2001-06-01 | 7.5372736028 |
| 2001-07-01 | 7.6784302999 |
| 2001-08-01 | 7.5910072124 |
| 2001-09-01 | 7.6565016845 |
| 2001-10-01 | 7.6894694766 |
| 2001-11-01 | 7.6943137286 |
| 2001-12-01 | 7.7542864287 |
| 2002-01-01 | 7.6561186062 |
| 2002-02-01 | 7.6463888209 |
| 2002-03-01 | 7.7486693924 |
| 2002-04-01 | 7.8284230544 |
| 2002-05-01 | 7.8099058888 |
| 2002-06-01 | 7.8579021740 |
| 2002-07-01 | 7.7875052655 |
| 2002-08-01 | 7.7759249152 |
| 2002-09-01 | 7.7627797138 |
| 2002-10-01 | 7.6800433495 |
| 2002-11-01 | 7.6968125092 |
| 2002-12-01 | 7.7376203114 |
| 2003-01-01 | 7.1642204117 |
| 2003-02-01 | 7.1476196708 |
| 2003-03-01 | 6.9510179302 |
| 2003-04-01 | 7.0174873866 |
| 2003-05-01 | 7.1124109469 |
| 2003-06-01 | 7.0730670571 |
| 2003-07-01 | 7.0880771707 |
| 2003-08-01 | 7.1625261336 |
| 2003-09-01 | 7.1738208621 |
| 2003-10-01 | 7.2792205759 |
| 2003-11-01 | 7.2971605276 |
| 2003-12-01 | 7.2370006898 |
| 2004-01-01 | 7.0641823623 |
| 2004-02-01 | 6.9454644157 |
| 2004-03-01 | 7.0487907784 |
| 2004-04-01 | 7.0098589972 |
| 2004-05-01 | 6.9121875955 |
| 2004-06-01 | 6.8800293297 |
| 2004-07-01 | 6.8892849700 |
| 2004-08-01 | 6.9590816176 |
| 2004-09-01 | 7.0850494656 |
| 2004-10-01 | 6.8741402008 |
| 2004-11-01 | 6.8952110293 |
| 2004-12-01 | 6.8386059315 |
| 2005-01-01 | 6.9613584065 |
| 2005-02-01 | 7.0511437768 |
| 2005-03-01 | 7.0525928139 |
| 2005-04-01 | 7.1010217243 |
| 2005-05-01 | 7.1122102593 |
| 2005-06-01 | 7.0751964744 |
| 2005-07-01 | 7.1848430214 |
| 2005-08-01 | 7.1612844842 |
| 2005-09-01 | 7.0929617692 |
| 2005-10-01 | 7.2765974295 |
| 2005-11-01 | 7.2913590568 |
| 2005-12-01 | 7.3455963366 |
| 2006-01-01 | 7.4549612221 |
| 2006-02-01 | 7.4521871606 |
| 2006-03-01 | 7.4556900983 |
| 2006-04-01 | 7.5031893697 |
| 2006-05-01 | 7.5083537890 |
| 2006-06-01 | 7.5659604388 |
| 2006-07-01 | 7.5810865037 |
| 2006-08-01 | 7.5747451541 |
| 2006-09-01 | 7.4950813070 |
| 2006-10-01 | 7.4752674860 |
| 2006-11-01 | 7.4852179978 |
| 2006-12-01 | 7.4471219339 |
| 2007-01-01 | 7.4449312456 |
| 2007-02-01 | 7.4591250846 |
| 2007-03-01 | 7.5651134943 |
| 2007-04-01 | 7.6100059676 |
| 2007-05-01 | 7.6078010131 |
| 2007-06-01 | 7.6516099980 |
| 2007-07-01 | 7.5757881696 |
| 2007-08-01 | 7.5826136125 |
| 2007-09-01 | 7.6962651366 |
| 2007-10-01 | 7.6782182627 |
| 2007-11-01 | 7.6777818281 |
| 2007-12-01 | 7.7486269110 |
| 2008-01-01 | 7.8381167973 |
| 2008-02-01 | 7.7612339340 |
| 2008-03-01 | 7.7705458325 |
| 2008-04-01 | 7.8219358114 |
| 2008-05-01 | 7.9080710974 |
| 2008-06-01 | 7.9407545888 |
| 2008-07-01 | 7.9717936683 |
| 2008-08-01 | 7.9909185054 |
| 2008-09-01 | 7.9914751588 |
| 2008-10-01 | 8.1803577560 |
| 2008-11-01 | 8.0758147081 |
| 2008-12-01 | 8.0454727931 |
| 2009-01-01 | 7.9317341874 |
| 2009-02-01 | 7.9657507479 |
| 2009-03-01 | 7.8744176697 |
| 2009-04-01 | 7.7315301887 |
| 2009-05-01 | 7.7128171118 |
| 2009-06-01 | 7.5344106414 |
| 2009-07-01 | 7.4609147098 |
| 2009-08-01 | 7.5889371890 |
| 2009-09-01 | 7.5879058577 |
| 2009-10-01 | 7.5890822778 |
| 2009-11-01 | 7.5783989494 |
| 2009-12-01 | 7.5479132710 |
| 2010-01-01 | 7.6355338331 |
| 2010-02-01 | 7.5614652851 |
| 2010-03-01 | 7.5659707260 |
| 2010-04-01 | 7.6379489938 |
| 2010-05-01 | 7.6161954216 |
| 2010-06-01 | 7.6354697425 |
| 2010-07-01 | 7.6481399336 |
| 2010-08-01 | 7.6839951968 |
| 2010-09-01 | 7.5789601702 |
| 2010-10-01 | 7.7019908257 |
| 2010-11-01 | 7.6922964554 |
| 2010-12-01 | 7.6603894014 |
| 2011-01-01 | 7.6330493849 |
| 2011-02-01 | 7.6596363056 |
| 2011-03-01 | 7.5531814289 |
| 2011-04-01 | 7.6370657585 |
| 2011-05-01 | 7.6157670285 |
| 2011-06-01 | 7.6372577588 |
| 2011-07-01 | 7.6363572600 |
| 2011-08-01 | 7.5736029218 |
| 2011-09-01 | 7.5727498181 |
| 2011-10-01 | 7.5178257782 |
| 2011-11-01 | 7.5020699373 |
| 2011-12-01 | 7.5815769213 |
| 2012-01-01 | 7.5398662018 |
| 2012-02-01 | 7.4580498907 |
| 2012-03-01 | 7.5329820594 |
| 2012-04-01 | 7.5310865664 |
| 2012-05-01 | 7.5120494705 |
| 2012-06-01 | 7.5373309599 |
| 2012-07-01 | 7.5314287536 |
| 2012-08-01 | 7.4651736360 |
| 2012-09-01 | 7.4642724709 |
| 2012-10-01 | 7.4329583129 |
| 2012-11-01 | 7.4099005099 |
| 2012-12-01 | 7.4025067804 |
| 2013-01-01 | 7.3405669651 |
| 2013-02-01 | 7.3646934112 |
| 2013-03-01 | 7.3191733970 |
| 2013-04-01 | 7.2234060612 |
| 2013-05-01 | 7.2057333819 |
| 2013-06-01 | 7.1333952715 |
| 2013-07-01 | 7.1329571044 |
| 2013-08-01 | 7.1593865152 |
| 2013-09-01 | 7.1603687218 |
| 2013-10-01 | 7.1393565558 |
| 2013-11-01 | 7.1075716390 |
| 2013-12-01 | 7.1173096793 |
| 2014-01-01 | 7.2479464669 |
| 2014-02-01 | 7.2677869651 |
| 2014-03-01 | 7.3124246104 |
| 2014-04-01 | 7.3208317838 |
| 2014-05-01 | 7.4009923332 |
| 2014-06-01 | 7.3311920603 |
| 2014-07-01 | 7.3409937625 |
| 2014-08-01 | 7.3511934872 |
| 2014-09-01 | 7.3562345316 |
| 2014-10-01 | 7.3350554066 |
| 2014-11-01 | 7.4042444625 |
| 2014-12-01 | 7.3266427177 |
| 2015-01-01 | 7.3495023950 |
| 2015-02-01 | 7.3766961789 |
| 2015-03-01 | 7.4194097111 |
| 2015-04-01 | 7.4159989213 |
| 2015-05-01 | 7.3974907000 |
| 2015-06-01 | 7.4261280076 |
| 2015-07-01 | 7.4472769684 |
| 2015-08-01 | 7.4483019742 |
| 2015-09-01 | 7.3569482487 |
| 2015-10-01 | 7.4229078838 |
| 2015-11-01 | 7.4977161076 |
| 2015-12-01 | 7.4294960529 |
| 2016-01-01 | 7.4558326957 |
| 2016-02-01 | 7.3792195253 |
| 2016-03-01 | 7.3324176282 |
| 2016-04-01 | 7.4114245205 |
| 2016-05-01 | 7.3993439079 |
| 2016-06-01 | 7.4226642571 |
| 2016-07-01 | 7.3495701348 |
| 2016-08-01 | 7.3486057204 |
| 2016-09-01 | 7.3610364105 |
| 2016-10-01 | 7.4101033261 |
| 2016-11-01 | 7.2943782988 |
| 2016-12-01 | 7.3215991983 |
| 2017-01-01 | 7.2558612786 |
| 2017-02-01 | 7.2835574867 |
| 2017-03-01 | 7.2474522002 |
| 2017-04-01 | 7.2040391940 |
| 2017-05-01 | 7.3057458006 |
| 2017-06-01 | 7.3221247558 |
| 2017-07-01 | 7.3489512324 |
| 2017-08-01 | 7.4557777917 |
| 2017-09-01 | 7.4663833639 |
| 2017-10-01 | 7.4981164131 |
| 2017-11-01 | 7.4937345513 |
| 2017-12-01 | 7.6103112167 |
| 2018-01-01 | 7.4543404204 |
| 2018-02-01 | 7.4757208441 |
| 2018-03-01 | 7.5545559642 |
| 2018-04-01 | 7.5995740634 |
| 2018-05-01 | 7.6141389936 |
| 2018-06-01 | 7.6363092755 |
| 2018-07-01 | 7.6513641434 |
| 2018-08-01 | 7.5626832441 |
| 2018-09-01 | 7.5688076247 |
| 2018-10-01 | 7.5901463553 |
| 2018-11-01 | 7.5915288082 |
| 2018-12-01 | 7.5993946647 |
| 2019-01-01 | 7.6449771095 |
| 2019-02-01 | 7.7672905072 |
| 2019-03-01 | 7.7574880962 |
| 2019-04-01 | 7.7946162596 |
| 2019-05-01 | 7.8211885306 |
| 2019-06-01 | 7.8567166947 |
| 2019-07-01 | 7.8530261866 |
| 2019-08-01 | 7.8724897407 |
| 2019-09-01 | 7.8714453948 |
| 2019-10-01 | 7.8874605785 |
| 2019-11-01 | 7.8855139537 |
| 2019-12-01 | 7.8919387044 |
| 2020-01-01 | 7.8373010648 |
| 2020-02-01 | 7.7533648021 |
| 2020-03-01 | 7.7520845699 |
| 2020-04-01 | 7.3936124411 |
| 2020-05-01 | 7.3257738012 |
| 2020-06-01 | 7.2794425525 |
| 2020-07-01 | 7.3588619099 |
| 2020-08-01 | 7.3796080001 |
| 2020-09-01 | 7.3737292102 |
| 2020-10-01 | 7.3882321619 |
| 2020-11-01 | 7.3781182178 |
| 2020-12-01 | 7.3847448567 |
| 2021-01-01 | 7.4290753979 |
| 2021-02-01 | 7.4436650498 |
| 2021-03-01 | 7.4456107761 |
| 2021-04-01 | 7.2946315779 |
| 2021-05-01 | 7.4275678854 |
| 2021-06-01 | 7.3953678292 |
| 2021-07-01 | 7.4666575802 |
| 2021-08-01 | 7.4834490009 |
| 2021-09-01 | 7.5750843534 |
| 2021-10-01 | 7.5878316916 |
| 2021-11-01 | 7.6768263039 |
| 2021-12-01 | 7.6792992809 |
| 2022-01-01 | 7.7273920268 |
| 2022-02-01 | 7.7325624597 |
| 2022-03-01 | 7.7366980070 |
| 2022-04-01 | 7.8011890782 |
| 2022-05-01 | 7.8246659120 |
| 2022-06-01 | 7.7083654713 |
| 2022-07-01 | 7.8734206916 |
| 2022-08-01 | 7.8823609525 |
| 2022-09-01 | 7.8739443970 |
| 2022-10-01 | 7.7864698459 |
| 2022-11-01 | 7.8771737979 |
| 2022-12-01 | 7.8757599236 |
| 2023-01-01 | 7.8310513452 |
| 2023-02-01 | 7.8296655178 |
| 2023-03-01 | 7.8348639488 |
| 2023-04-01 | 7.8046412586 |
| 2023-05-01 | 7.8182012498 |
| 2023-06-01 | 7.8105287047 |
| 2023-07-01 | 7.7735878017 |
| 2023-08-01 | 7.7774237170 |
| 2023-09-01 | 7.6778050348 |
| 2023-10-01 | 7.7853060646 |
| 2023-11-01 | 7.7809450587 |
| 2023-12-01 | 7.7738771037 |
| 2024-01-01 | 7.9389662560 |
| 2024-02-01 | 7.9308595740 |
| 2024-03-01 | 7.9349171416 |
| 2024-04-01 | 7.9075232951 |
| 2024-05-01 | 7.9109620055 |
| 2024-06-01 | 7.9050147021 |
| 2024-07-01 | 7.8713892459 |
| 2024-08-01 | 7.7724959313 |
| 2024-09-01 | 7.8814853129 |
| 2024-10-01 | 7.8846537587 |
| 2024-11-01 | 7.7852512858 |
| 2024-12-01 | 7.8728252148 |
| 2025-01-01 | 7.8454484655 |
| 2025-02-01 | 7.8361459993 |
| 2025-03-01 | 7.8387444460 |
| 2025-04-01 | 7.8066800494 |
| 2025-05-01 | 7.8062887776 |
| 2025-06-01 | 7.7962054011 |
| 2025-07-01 | 7.8687190542 |
| 2025-08-01 | 7.8669523734 |
| 2025-09-01 | 7.8857985782 |
| 2025-10-01 | 7.8841856272 |
| 2025-11-01 | 7.8896295312 |
| 2025-12-01 | 7.8720471332 |
| 2026-01-01 | 7.8488237053 |
| 2026-02-01 | 7.8411786462 |
| 2026-03-01 | 7.8412417810 |
| 2026-04-01 | 7.9069295365 |
| 2026-05-01 | 7.9045103856 |
| 2026-06-01 | 7.8913809482 |
| 2026-07-01 | 7.8649129299 |
| 2026-08-01 | 7.8650345074 |
| 2026-09-01 | 7.7861236161 |