Table Data - All Employees: Leisure and Hospitality in Roanoke, VA (MSA)
| Title | All Employees: Leisure and Hospitality in Roanoke, VA (MSA) |
|---|---|
| Series ID | ROAN251LEIH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 12:15 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 | 10.4074435842 |
| 1990-02-01 | 10.3541091665 |
| 1990-03-01 | 10.5173789028 |
| 1990-04-01 | 10.4176840836 |
| 1990-05-01 | 10.4447229240 |
| 1990-06-01 | 10.4562040151 |
| 1990-07-01 | 10.3993325499 |
| 1990-08-01 | 10.5310506361 |
| 1990-09-01 | 10.5670476895 |
| 1990-10-01 | 10.5458240672 |
| 1990-11-01 | 10.4604677263 |
| 1990-12-01 | 10.5014819886 |
| 1991-01-01 | 10.3047394012 |
| 1991-02-01 | 10.4555556376 |
| 1991-03-01 | 10.4289608911 |
| 1991-04-01 | 10.4037728469 |
| 1991-05-01 | 10.4508561990 |
| 1991-06-01 | 10.5514914886 |
| 1991-07-01 | 9.9862007293 |
| 1991-08-01 | 9.9268471685 |
| 1991-09-01 | 10.0723621052 |
| 1991-10-01 | 9.9523750967 |
| 1991-11-01 | 10.0694278676 |
| 1991-12-01 | 9.9041720680 |
| 1992-01-01 | 10.2032499237 |
| 1992-02-01 | 10.0566936234 |
| 1992-03-01 | 10.0576972602 |
| 1992-04-01 | 9.9766109270 |
| 1992-05-01 | 10.0585713370 |
| 1992-06-01 | 9.9358808446 |
| 1992-07-01 | 10.0550723345 |
| 1992-08-01 | 10.1240704910 |
| 1992-09-01 | 10.0738674042 |
| 1992-10-01 | 10.2711656806 |
| 1992-11-01 | 10.2805768730 |
| 1992-12-01 | 10.4032902958 |
| 1993-01-01 | 10.5165214206 |
| 1993-02-01 | 10.4718000924 |
| 1993-03-01 | 10.2904218197 |
| 1993-04-01 | 10.5459994783 |
| 1993-05-01 | 10.5689139261 |
| 1993-06-01 | 10.5107015889 |
| 1993-07-01 | 10.1070520692 |
| 1993-08-01 | 10.1033385503 |
| 1993-09-01 | 10.4704372000 |
| 1993-10-01 | 10.7906695269 |
| 1993-11-01 | 10.9021798850 |
| 1993-12-01 | 10.7037845972 |
| 1994-01-01 | 10.7530595457 |
| 1994-02-01 | 10.8016672617 |
| 1994-03-01 | 10.8352352679 |
| 1994-04-01 | 10.8110275377 |
| 1994-05-01 | 10.6604694580 |
| 1994-06-01 | 10.7625599202 |
| 1994-07-01 | 10.8602761693 |
| 1994-08-01 | 10.8803483216 |
| 1994-09-01 | 10.8548917916 |
| 1994-10-01 | 10.9223126818 |
| 1994-11-01 | 10.9211203721 |
| 1994-12-01 | 11.0010076842 |
| 1995-01-01 | 11.2117453045 |
| 1995-02-01 | 11.2517222265 |
| 1995-03-01 | 11.2738422033 |
| 1995-04-01 | 11.3789680893 |
| 1995-05-01 | 11.3403693531 |
| 1995-06-01 | 11.4032600968 |
| 1995-07-01 | 11.4136615132 |
| 1995-08-01 | 11.3458853631 |
| 1995-09-01 | 11.5370940749 |
| 1995-10-01 | 11.4581225877 |
| 1995-11-01 | 11.5507843995 |
| 1995-12-01 | 11.7051026678 |
| 1996-01-01 | 11.4711504347 |
| 1996-02-01 | 11.5970215574 |
| 1996-03-01 | 11.7155440329 |
| 1996-04-01 | 11.7502223777 |
| 1996-05-01 | 11.7993389347 |
| 1996-06-01 | 12.0376489519 |
| 1996-07-01 | 12.2796212439 |
| 1996-08-01 | 12.3263567738 |
| 1996-09-01 | 12.3142011139 |
| 1996-10-01 | 12.4031027995 |
| 1996-11-01 | 12.3764151184 |
| 1996-12-01 | 12.3109375552 |
| 1997-01-01 | 12.3133344882 |
| 1997-02-01 | 12.4409707793 |
| 1997-03-01 | 12.6420424040 |
| 1997-04-01 | 12.2351603346 |
| 1997-05-01 | 12.5559013844 |
| 1997-06-01 | 12.4844640980 |
| 1997-07-01 | 12.3510264437 |
| 1997-08-01 | 12.4067372558 |
| 1997-09-01 | 12.4049973991 |
| 1997-10-01 | 12.3312049575 |
| 1997-11-01 | 12.4066134803 |
| 1997-12-01 | 12.4299370993 |
| 1998-01-01 | 12.3381525389 |
| 1998-02-01 | 12.2720182265 |
| 1998-03-01 | 12.3652221519 |
| 1998-04-01 | 12.5189290643 |
| 1998-05-01 | 12.6952047843 |
| 1998-06-01 | 12.5448535074 |
| 1998-07-01 | 12.5460064974 |
| 1998-08-01 | 12.4972575171 |
| 1998-09-01 | 12.8017973746 |
| 1998-10-01 | 12.4578962301 |
| 1998-11-01 | 12.5276463398 |
| 1998-12-01 | 12.6410123142 |
| 1999-01-01 | 12.7494723100 |
| 1999-02-01 | 12.8064195640 |
| 1999-03-01 | 12.6698626977 |
| 1999-04-01 | 12.7103244558 |
| 1999-05-01 | 12.4452384992 |
| 1999-06-01 | 12.6193716144 |
| 1999-07-01 | 12.6440934932 |
| 1999-08-01 | 12.5877538867 |
| 1999-09-01 | 12.6015311644 |
| 1999-10-01 | 12.5706240179 |
| 1999-11-01 | 12.5455784571 |
| 1999-12-01 | 12.5671192635 |
| 2000-01-01 | 12.6483058388 |
| 2000-02-01 | 12.5364101543 |
| 2000-03-01 | 12.5731846270 |
| 2000-04-01 | 12.3964840285 |
| 2000-05-01 | 12.3982127855 |
| 2000-06-01 | 12.5091382522 |
| 2000-07-01 | 12.5428558068 |
| 2000-08-01 | 12.5769794499 |
| 2000-09-01 | 12.7014123259 |
| 2000-10-01 | 12.8828839638 |
| 2000-11-01 | 13.0581942219 |
| 2000-12-01 | 12.5916747645 |
| 2001-01-01 | 12.7420826911 |
| 2001-02-01 | 12.9664357956 |
| 2001-03-01 | 12.8628646666 |
| 2001-04-01 | 13.1960569244 |
| 2001-05-01 | 13.2766333312 |
| 2001-06-01 | 13.1995174478 |
| 2001-07-01 | 13.1257459831 |
| 2001-08-01 | 13.1587325948 |
| 2001-09-01 | 13.1099678546 |
| 2001-10-01 | 12.9840003801 |
| 2001-11-01 | 13.0657612537 |
| 2001-12-01 | 13.1280580386 |
| 2002-01-01 | 12.9431042446 |
| 2002-02-01 | 12.8928216055 |
| 2002-03-01 | 12.9587652819 |
| 2002-04-01 | 12.7844952554 |
| 2002-05-01 | 12.8522888892 |
| 2002-06-01 | 12.7835084287 |
| 2002-07-01 | 12.7079253655 |
| 2002-08-01 | 12.7359529895 |
| 2002-09-01 | 12.8370511872 |
| 2002-10-01 | 12.8045502703 |
| 2002-11-01 | 12.7758256706 |
| 2002-12-01 | 12.6527879247 |
| 2003-01-01 | 12.7324812169 |
| 2003-02-01 | 12.6018591062 |
| 2003-03-01 | 12.6438562340 |
| 2003-04-01 | 12.7815823851 |
| 2003-05-01 | 12.7457806081 |
| 2003-06-01 | 12.6684806588 |
| 2003-07-01 | 12.7836848554 |
| 2003-08-01 | 12.8231984083 |
| 2003-09-01 | 12.7755490543 |
| 2003-10-01 | 12.8242683044 |
| 2003-11-01 | 12.7882242248 |
| 2003-12-01 | 12.6716429082 |
| 2004-01-01 | 12.9143109962 |
| 2004-02-01 | 12.9883524346 |
| 2004-03-01 | 12.9316931786 |
| 2004-04-01 | 12.8723847983 |
| 2004-05-01 | 12.8490736188 |
| 2004-06-01 | 13.1613401468 |
| 2004-07-01 | 13.0669750687 |
| 2004-08-01 | 13.0186823141 |
| 2004-09-01 | 13.0235573277 |
| 2004-10-01 | 13.0405741265 |
| 2004-11-01 | 13.0970287406 |
| 2004-12-01 | 13.0800237793 |
| 2005-01-01 | 13.0962305393 |
| 2005-02-01 | 13.0485696964 |
| 2005-03-01 | 13.0050550324 |
| 2005-04-01 | 13.3860286150 |
| 2005-05-01 | 13.4669004865 |
| 2005-06-01 | 13.5557189246 |
| 2005-07-01 | 13.4613527981 |
| 2005-08-01 | 13.5299351406 |
| 2005-09-01 | 13.4661637556 |
| 2005-10-01 | 13.4347089302 |
| 2005-11-01 | 13.4862541230 |
| 2005-12-01 | 13.5789937614 |
| 2006-01-01 | 13.6965360900 |
| 2006-02-01 | 13.8225601728 |
| 2006-03-01 | 13.7927488435 |
| 2006-04-01 | 13.5970464819 |
| 2006-05-01 | 13.3644983803 |
| 2006-06-01 | 13.4417011974 |
| 2006-07-01 | 13.6790751706 |
| 2006-08-01 | 13.6428236088 |
| 2006-09-01 | 13.6947946871 |
| 2006-10-01 | 13.7261891940 |
| 2006-11-01 | 13.6613221012 |
| 2006-12-01 | 13.8806147390 |
| 2007-01-01 | 14.1083268365 |
| 2007-02-01 | 14.0021580982 |
| 2007-03-01 | 13.9871298784 |
| 2007-04-01 | 14.0191063064 |
| 2007-05-01 | 13.9489493465 |
| 2007-06-01 | 14.0329664605 |
| 2007-07-01 | 14.0959892054 |
| 2007-08-01 | 14.1561757926 |
| 2007-09-01 | 14.1978134959 |
| 2007-10-01 | 14.3067250400 |
| 2007-11-01 | 14.3334360217 |
| 2007-12-01 | 14.2944982330 |
| 2008-01-01 | 14.2304801213 |
| 2008-02-01 | 14.3060702913 |
| 2008-03-01 | 14.3022063502 |
| 2008-04-01 | 14.1231818180 |
| 2008-05-01 | 14.1204373688 |
| 2008-06-01 | 14.1184159148 |
| 2008-07-01 | 14.0112339644 |
| 2008-08-01 | 13.9605315146 |
| 2008-09-01 | 13.8880996304 |
| 2008-10-01 | 13.9875727463 |
| 2008-11-01 | 14.0155713131 |
| 2008-12-01 | 14.0247870939 |
| 2009-01-01 | 13.9533945615 |
| 2009-02-01 | 13.8054450741 |
| 2009-03-01 | 13.7236338761 |
| 2009-04-01 | 13.8261124063 |
| 2009-05-01 | 13.8966148881 |
| 2009-06-01 | 13.9059172968 |
| 2009-07-01 | 13.7102080541 |
| 2009-08-01 | 13.7602478044 |
| 2009-09-01 | 13.7725806067 |
| 2009-10-01 | 13.6688682756 |
| 2009-11-01 | 13.7109840520 |
| 2009-12-01 | 13.5547918377 |
| 2010-01-01 | 13.5694369910 |
| 2010-02-01 | 13.3163348134 |
| 2010-03-01 | 13.5543533772 |
| 2010-04-01 | 13.8202333714 |
| 2010-05-01 | 13.6747424036 |
| 2010-06-01 | 13.5842042408 |
| 2010-07-01 | 13.7070998453 |
| 2010-08-01 | 13.6570358299 |
| 2010-09-01 | 13.6522023335 |
| 2010-10-01 | 13.5620828456 |
| 2010-11-01 | 13.5212137679 |
| 2010-12-01 | 13.4844963460 |
| 2011-01-01 | 13.4717577754 |
| 2011-02-01 | 13.5148591949 |
| 2011-03-01 | 13.5829664511 |
| 2011-04-01 | 13.7139076595 |
| 2011-05-01 | 13.6667964239 |
| 2011-06-01 | 13.6742020927 |
| 2011-07-01 | 13.5881981366 |
| 2011-08-01 | 13.7593640517 |
| 2011-09-01 | 13.5349080394 |
| 2011-10-01 | 13.5579739958 |
| 2011-11-01 | 13.5445064928 |
| 2011-12-01 | 13.5982247042 |
| 2012-01-01 | 13.6638432879 |
| 2012-02-01 | 13.7154217366 |
| 2012-03-01 | 13.9075344437 |
| 2012-04-01 | 13.6012597395 |
| 2012-05-01 | 13.5692116263 |
| 2012-06-01 | 13.5564903645 |
| 2012-07-01 | 13.6755786240 |
| 2012-08-01 | 13.7693305951 |
| 2012-09-01 | 13.8275751789 |
| 2012-10-01 | 13.9593391835 |
| 2012-11-01 | 13.9685712754 |
| 2012-12-01 | 14.0005197208 |
| 2013-01-01 | 14.0509524002 |
| 2013-02-01 | 14.1098688507 |
| 2013-03-01 | 14.1169873998 |
| 2013-04-01 | 14.0907065920 |
| 2013-05-01 | 14.1799761569 |
| 2013-06-01 | 14.2399460144 |
| 2013-07-01 | 14.2642620208 |
| 2013-08-01 | 14.2832826997 |
| 2013-09-01 | 14.3432072598 |
| 2013-10-01 | 14.2586712283 |
| 2013-11-01 | 14.2854486190 |
| 2013-12-01 | 14.3939121161 |
| 2014-01-01 | 14.2349097244 |
| 2014-02-01 | 14.0181125169 |
| 2014-03-01 | 14.2087219134 |
| 2014-04-01 | 14.2741231296 |
| 2014-05-01 | 14.2771928358 |
| 2014-06-01 | 14.3259010087 |
| 2014-07-01 | 14.3727155398 |
| 2014-08-01 | 14.2934692431 |
| 2014-09-01 | 14.3753226749 |
| 2014-10-01 | 14.3677197738 |
| 2014-11-01 | 14.1961418461 |
| 2014-12-01 | 14.4863782002 |
| 2015-01-01 | 14.4163161897 |
| 2015-02-01 | 14.3157928545 |
| 2015-03-01 | 14.2842453926 |
| 2015-04-01 | 14.3537495898 |
| 2015-05-01 | 14.3680378235 |
| 2015-06-01 | 14.4309211451 |
| 2015-07-01 | 14.3932630571 |
| 2015-08-01 | 14.4018039966 |
| 2015-09-01 | 14.5244153762 |
| 2015-10-01 | 14.4715687640 |
| 2015-11-01 | 14.4983280508 |
| 2015-12-01 | 14.5780104558 |
| 2016-01-01 | 14.5965298167 |
| 2016-02-01 | 14.7112058749 |
| 2016-03-01 | 14.7412366165 |
| 2016-04-01 | 14.8327126155 |
| 2016-05-01 | 14.8525459402 |
| 2016-06-01 | 15.0491563930 |
| 2016-07-01 | 15.1321211058 |
| 2016-08-01 | 15.1128588788 |
| 2016-09-01 | 15.0803770676 |
| 2016-10-01 | 15.1742202965 |
| 2016-11-01 | 15.1931528342 |
| 2016-12-01 | 15.1654806089 |
| 2017-01-01 | 14.9749061345 |
| 2017-02-01 | 15.1763552923 |
| 2017-03-01 | 15.3901715311 |
| 2017-04-01 | 15.4254169111 |
| 2017-05-01 | 15.4563877839 |
| 2017-06-01 | 15.2894393599 |
| 2017-07-01 | 15.2797136040 |
| 2017-08-01 | 15.4309739355 |
| 2017-09-01 | 15.2163158938 |
| 2017-10-01 | 15.2609701539 |
| 2017-11-01 | 15.2665558699 |
| 2017-12-01 | 15.5528143194 |
| 2018-01-01 | 15.3536343641 |
| 2018-02-01 | 15.3410351928 |
| 2018-03-01 | 15.2469925092 |
| 2018-04-01 | 15.2385115300 |
| 2018-05-01 | 15.2757704879 |
| 2018-06-01 | 15.0338350759 |
| 2018-07-01 | 15.2243573823 |
| 2018-08-01 | 15.3474743703 |
| 2018-09-01 | 15.3222284123 |
| 2018-10-01 | 15.4428765298 |
| 2018-11-01 | 15.4379179211 |
| 2018-12-01 | 15.4307350338 |
| 2019-01-01 | 15.4382943215 |
| 2019-02-01 | 15.4027775976 |
| 2019-03-01 | 15.5296478367 |
| 2019-04-01 | 15.4610610021 |
| 2019-05-01 | 15.5152325299 |
| 2019-06-01 | 15.4724188423 |
| 2019-07-01 | 15.4580567195 |
| 2019-08-01 | 15.3605718994 |
| 2019-09-01 | 15.2879768096 |
| 2019-10-01 | 15.4258425061 |
| 2019-11-01 | 15.5126343904 |
| 2019-12-01 | 15.6117927969 |
| 2020-01-01 | 15.7325454972 |
| 2020-02-01 | 15.9834746000 |
| 2020-03-01 | 15.4266280636 |
| 2020-04-01 | 8.5859777567 |
| 2020-05-01 | 9.4556535456 |
| 2020-06-01 | 11.3896767631 |
| 2020-07-01 | 12.1760772663 |
| 2020-08-01 | 12.3614469488 |
| 2020-09-01 | 12.7396900738 |
| 2020-10-01 | 13.0233272463 |
| 2020-11-01 | 13.0100956116 |
| 2020-12-01 | 12.8970373767 |
| 2021-01-01 | 13.0365683014 |
| 2021-02-01 | 13.0667946998 |
| 2021-03-01 | 13.0294465135 |
| 2021-04-01 | 13.1971139571 |
| 2021-05-01 | 13.3869447166 |
| 2021-06-01 | 13.7050156620 |
| 2021-07-01 | 14.2877088570 |
| 2021-08-01 | 14.0555335934 |
| 2021-09-01 | 14.1792241158 |
| 2021-10-01 | 14.4346628728 |
| 2021-11-01 | 14.4151201347 |
| 2021-12-01 | 14.5946157760 |
| 2022-01-01 | 14.1422077080 |
| 2022-02-01 | 14.4662707104 |
| 2022-03-01 | 14.6290661571 |
| 2022-04-01 | 14.8019051128 |
| 2022-05-01 | 14.6964237186 |
| 2022-06-01 | 14.9143733557 |
| 2022-07-01 | 15.1980895639 |
| 2022-08-01 | 15.0335161391 |
| 2022-09-01 | 15.1445720245 |
| 2022-10-01 | 15.0493251212 |
| 2022-11-01 | 15.1295793811 |
| 2022-12-01 | 15.1929220103 |
| 2023-01-01 | 15.2401238572 |
| 2023-02-01 | 15.3707501052 |
| 2023-03-01 | 15.4328214665 |
| 2023-04-01 | 15.3992196585 |
| 2023-05-01 | 15.3949524539 |
| 2023-06-01 | 15.4295554058 |
| 2023-07-01 | 15.3071875551 |
| 2023-08-01 | 15.3063221953 |
| 2023-09-01 | 15.2209023500 |
| 2023-10-01 | 15.1627366015 |
| 2023-11-01 | 15.1379140753 |
| 2023-12-01 | 15.1977873623 |
| 2024-01-01 | 15.2360188190 |
| 2024-02-01 | 15.2796290343 |
| 2024-03-01 | 15.3297209382 |
| 2024-04-01 | 15.4055254976 |
| 2024-05-01 | 15.3888735983 |
| 2024-06-01 | 15.2391499523 |
| 2024-07-01 | 15.3083949668 |
| 2024-08-01 | 15.2792227155 |
| 2024-09-01 | 15.4234805572 |
| 2024-10-01 | 15.3681967525 |
| 2024-11-01 | 15.4415219954 |
| 2024-12-01 | 15.5026241900 |
| 2025-01-01 | 15.5276010748 |
| 2025-02-01 | 15.5847947933 |
| 2025-03-01 | 15.8278592250 |
| 2025-04-01 | 15.6110943805 |
| 2025-05-01 | 15.6853760370 |
| 2025-06-01 | 15.4577195681 |
| 2025-07-01 | 15.6054670232 |
| 2025-08-01 | 15.7639577163 |
| 2025-09-01 | 15.7215199987 |
| 2025-10-01 | 15.8676188480 |
| 2025-11-01 | 15.9345538318 |
| 2025-12-01 | 15.9066875011 |
| 2026-01-01 | 16.0201182614 |
| 2026-02-01 | 15.9892146180 |
| 2026-03-01 | 16.0295586205 |
| 2026-04-01 | 15.9255357742 |
| 2026-05-01 | 16.1874412408 |
| 2026-06-01 | 16.4672254954 |
| 2026-07-01 | 16.6997469673 |
| 2026-08-01 | 16.7512521850 |