Table Data - All Employees: Service-Providing in Roanoke, VA (MSA)
| Title | All Employees: Service-Providing in Roanoke, VA (MSA) |
|---|---|
| Series ID | SMU51402200700000001SA |
| 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 11:41 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 | 106.3735708020 |
| 1990-02-01 | 106.6889248550 |
| 1990-03-01 | 106.7624336666 |
| 1990-04-01 | 107.0056216581 |
| 1990-05-01 | 107.5246238356 |
| 1990-06-01 | 106.8905564975 |
| 1990-07-01 | 107.3030553067 |
| 1990-08-01 | 107.5087780102 |
| 1990-09-01 | 108.2545856832 |
| 1990-10-01 | 106.8794556968 |
| 1990-11-01 | 106.6012936275 |
| 1990-12-01 | 106.7186930973 |
| 1991-01-01 | 106.4671582490 |
| 1991-02-01 | 106.5107144111 |
| 1991-03-01 | 106.5362867669 |
| 1991-04-01 | 107.0104275526 |
| 1991-05-01 | 106.7165909986 |
| 1991-06-01 | 107.0693188127 |
| 1991-07-01 | 106.0694712696 |
| 1991-08-01 | 106.1248078365 |
| 1991-09-01 | 106.3855659238 |
| 1991-10-01 | 106.3026708342 |
| 1991-11-01 | 106.6278481411 |
| 1991-12-01 | 106.3311615088 |
| 1992-01-01 | 106.4628375267 |
| 1992-02-01 | 106.5303058562 |
| 1992-03-01 | 106.4776063892 |
| 1992-04-01 | 105.5925668785 |
| 1992-05-01 | 106.0102092454 |
| 1992-06-01 | 105.7182409687 |
| 1992-07-01 | 107.3110096915 |
| 1992-08-01 | 107.8720636359 |
| 1992-09-01 | 107.8143050331 |
| 1992-10-01 | 108.2630597617 |
| 1992-11-01 | 108.3717895767 |
| 1992-12-01 | 108.6351152710 |
| 1993-01-01 | 109.4109582633 |
| 1993-02-01 | 110.3500633824 |
| 1993-03-01 | 109.3030515932 |
| 1993-04-01 | 109.4430335705 |
| 1993-05-01 | 109.8024093872 |
| 1993-06-01 | 109.8833086132 |
| 1993-07-01 | 109.3100170798 |
| 1993-08-01 | 109.8416934144 |
| 1993-09-01 | 110.4515147808 |
| 1993-10-01 | 111.0711634679 |
| 1993-11-01 | 111.3509709849 |
| 1993-12-01 | 111.5475676132 |
| 1994-01-01 | 111.4803807524 |
| 1994-02-01 | 111.4933382896 |
| 1994-03-01 | 112.0648657250 |
| 1994-04-01 | 111.9517300415 |
| 1994-05-01 | 112.3401682031 |
| 1994-06-01 | 112.7339404993 |
| 1994-07-01 | 113.1235528463 |
| 1994-08-01 | 113.3035267741 |
| 1994-09-01 | 113.2469821435 |
| 1994-10-01 | 113.7146514067 |
| 1994-11-01 | 113.8284580804 |
| 1994-12-01 | 114.1047396253 |
| 1995-01-01 | 115.9220879531 |
| 1995-02-01 | 115.3769060023 |
| 1995-03-01 | 115.6599655926 |
| 1995-04-01 | 115.7450197483 |
| 1995-05-01 | 115.9433893941 |
| 1995-06-01 | 115.8427849183 |
| 1995-07-01 | 115.9174008251 |
| 1995-08-01 | 115.6693077025 |
| 1995-09-01 | 116.3349119217 |
| 1995-10-01 | 115.7590280023 |
| 1995-11-01 | 116.5147877877 |
| 1995-12-01 | 117.0731634892 |
| 1996-01-01 | 117.0717015551 |
| 1996-02-01 | 118.2627667964 |
| 1996-03-01 | 117.9805836414 |
| 1996-04-01 | 118.6684614083 |
| 1996-05-01 | 118.4220388385 |
| 1996-06-01 | 118.8491062025 |
| 1996-07-01 | 118.9324178813 |
| 1996-08-01 | 119.5721882606 |
| 1996-09-01 | 119.0610102866 |
| 1996-10-01 | 119.4905805820 |
| 1996-11-01 | 120.3864336838 |
| 1996-12-01 | 119.8151854047 |
| 1997-01-01 | 120.2280207210 |
| 1997-02-01 | 120.0200644008 |
| 1997-03-01 | 120.3031446802 |
| 1997-04-01 | 120.7461441665 |
| 1997-05-01 | 121.8569295312 |
| 1997-06-01 | 121.5936083392 |
| 1997-07-01 | 120.5565796300 |
| 1997-08-01 | 121.8274011266 |
| 1997-09-01 | 122.1962659504 |
| 1997-10-01 | 121.9474917736 |
| 1997-11-01 | 122.1157799886 |
| 1997-12-01 | 122.7139552913 |
| 1998-01-01 | 122.5349859097 |
| 1998-02-01 | 122.7753801606 |
| 1998-03-01 | 122.4326062526 |
| 1998-04-01 | 123.7982277330 |
| 1998-05-01 | 124.0871767475 |
| 1998-06-01 | 123.7924393900 |
| 1998-07-01 | 124.6285854353 |
| 1998-08-01 | 124.8472049720 |
| 1998-09-01 | 124.8977501717 |
| 1998-10-01 | 125.5657453508 |
| 1998-11-01 | 125.8535189197 |
| 1998-12-01 | 125.9864282336 |
| 1999-01-01 | 126.2203771977 |
| 1999-02-01 | 126.4155844770 |
| 1999-03-01 | 126.5291200567 |
| 1999-04-01 | 126.1758916962 |
| 1999-05-01 | 126.5500421254 |
| 1999-06-01 | 126.6112771947 |
| 1999-07-01 | 126.9570353827 |
| 1999-08-01 | 126.5556310671 |
| 1999-09-01 | 127.0154400769 |
| 1999-10-01 | 126.9353427737 |
| 1999-11-01 | 127.1707135468 |
| 1999-12-01 | 127.6831857885 |
| 2000-01-01 | 127.9691350598 |
| 2000-02-01 | 128.5483960675 |
| 2000-03-01 | 129.4359488576 |
| 2000-04-01 | 128.8521538791 |
| 2000-05-01 | 128.9826874967 |
| 2000-06-01 | 129.3942393582 |
| 2000-07-01 | 129.8556774198 |
| 2000-08-01 | 130.3129748979 |
| 2000-09-01 | 130.3224373986 |
| 2000-10-01 | 130.7089730579 |
| 2000-11-01 | 130.8110438817 |
| 2000-12-01 | 130.2351840400 |
| 2001-01-01 | 130.5124430183 |
| 2001-02-01 | 130.6783582975 |
| 2001-03-01 | 130.3630738465 |
| 2001-04-01 | 132.1777111469 |
| 2001-05-01 | 131.9379767537 |
| 2001-06-01 | 132.5646492485 |
| 2001-07-01 | 131.2620440045 |
| 2001-08-01 | 131.9164364146 |
| 2001-09-01 | 132.1012394011 |
| 2001-10-01 | 132.0031873517 |
| 2001-11-01 | 132.0102961541 |
| 2001-12-01 | 132.5474615304 |
| 2002-01-01 | 132.7204426095 |
| 2002-02-01 | 132.8118224324 |
| 2002-03-01 | 133.0300493684 |
| 2002-04-01 | 132.4645764826 |
| 2002-05-01 | 132.3631494363 |
| 2002-06-01 | 132.5059741604 |
| 2002-07-01 | 132.0329473473 |
| 2002-08-01 | 133.0428309703 |
| 2002-09-01 | 133.4058751010 |
| 2002-10-01 | 133.1578294918 |
| 2002-11-01 | 133.0441226022 |
| 2002-12-01 | 133.0850825877 |
| 2003-01-01 | 132.3793560925 |
| 2003-02-01 | 131.8037919327 |
| 2003-03-01 | 131.1462578117 |
| 2003-04-01 | 131.1621355693 |
| 2003-05-01 | 130.8262936736 |
| 2003-06-01 | 129.8706580061 |
| 2003-07-01 | 129.1258438157 |
| 2003-08-01 | 128.2910413814 |
| 2003-09-01 | 129.2779063722 |
| 2003-10-01 | 129.5224405060 |
| 2003-11-01 | 129.1499422892 |
| 2003-12-01 | 129.3764442656 |
| 2004-01-01 | 128.5839351952 |
| 2004-02-01 | 128.2660414488 |
| 2004-03-01 | 128.8296595718 |
| 2004-04-01 | 129.1775348811 |
| 2004-05-01 | 129.2997174221 |
| 2004-06-01 | 129.6360462402 |
| 2004-07-01 | 129.5892273012 |
| 2004-08-01 | 129.4043188945 |
| 2004-09-01 | 128.5833868745 |
| 2004-10-01 | 127.9655367711 |
| 2004-11-01 | 128.5677340813 |
| 2004-12-01 | 128.2876460507 |
| 2005-01-01 | 128.8558485265 |
| 2005-02-01 | 129.3679960931 |
| 2005-03-01 | 129.1510344709 |
| 2005-04-01 | 130.3302843760 |
| 2005-05-01 | 129.9361599922 |
| 2005-06-01 | 129.9099946867 |
| 2005-07-01 | 130.7715809022 |
| 2005-08-01 | 131.0339661193 |
| 2005-09-01 | 131.5873735749 |
| 2005-10-01 | 131.3611350308 |
| 2005-11-01 | 131.7583225132 |
| 2005-12-01 | 131.8227339315 |
| 2006-01-01 | 132.4373265196 |
| 2006-02-01 | 132.5460176672 |
| 2006-03-01 | 132.8764372506 |
| 2006-04-01 | 132.5607837608 |
| 2006-05-01 | 131.9567706012 |
| 2006-06-01 | 133.3058612877 |
| 2006-07-01 | 133.7264669019 |
| 2006-08-01 | 133.3254797167 |
| 2006-09-01 | 133.5146395659 |
| 2006-10-01 | 134.1109332042 |
| 2006-11-01 | 134.4590733485 |
| 2006-12-01 | 134.7378454178 |
| 2007-01-01 | 134.9545484780 |
| 2007-02-01 | 134.6262222894 |
| 2007-03-01 | 135.3078429166 |
| 2007-04-01 | 135.1495048778 |
| 2007-05-01 | 135.2604176791 |
| 2007-06-01 | 135.7363401664 |
| 2007-07-01 | 135.7184272408 |
| 2007-08-01 | 135.6505744345 |
| 2007-09-01 | 135.2083421726 |
| 2007-10-01 | 135.5114388622 |
| 2007-11-01 | 135.4429896154 |
| 2007-12-01 | 135.5107814863 |
| 2008-01-01 | 135.8413915883 |
| 2008-02-01 | 135.9510206901 |
| 2008-03-01 | 135.5881126847 |
| 2008-04-01 | 135.1443739390 |
| 2008-05-01 | 135.1578944629 |
| 2008-06-01 | 135.0151980843 |
| 2008-07-01 | 134.5128085225 |
| 2008-08-01 | 135.2211346027 |
| 2008-09-01 | 135.2529625232 |
| 2008-10-01 | 135.0288559884 |
| 2008-11-01 | 134.5517418577 |
| 2008-12-01 | 134.2965095195 |
| 2009-01-01 | 133.3832326909 |
| 2009-02-01 | 132.8981035387 |
| 2009-03-01 | 132.1593372254 |
| 2009-04-01 | 131.5953981960 |
| 2009-05-01 | 131.4423161299 |
| 2009-06-01 | 131.6700433976 |
| 2009-07-01 | 130.2590711002 |
| 2009-08-01 | 129.8834468252 |
| 2009-09-01 | 130.3941085634 |
| 2009-10-01 | 130.2145057775 |
| 2009-11-01 | 130.2693814198 |
| 2009-12-01 | 130.1813065605 |
| 2010-01-01 | 130.2659189825 |
| 2010-02-01 | 129.6305467298 |
| 2010-03-01 | 130.1130461123 |
| 2010-04-01 | 131.4442181605 |
| 2010-05-01 | 131.9586561852 |
| 2010-06-01 | 132.0814648038 |
| 2010-07-01 | 131.2479594577 |
| 2010-08-01 | 130.1771326294 |
| 2010-09-01 | 130.0001126408 |
| 2010-10-01 | 131.3741599063 |
| 2010-11-01 | 130.8993536402 |
| 2010-12-01 | 130.7839474717 |
| 2011-01-01 | 130.8058606603 |
| 2011-02-01 | 131.0828794468 |
| 2011-03-01 | 131.1534505495 |
| 2011-04-01 | 131.5093898281 |
| 2011-05-01 | 130.9600116148 |
| 2011-06-01 | 131.7087329044 |
| 2011-07-01 | 132.0213668071 |
| 2011-08-01 | 132.6788469855 |
| 2011-09-01 | 132.3536259435 |
| 2011-10-01 | 131.9537527658 |
| 2011-11-01 | 131.9971713642 |
| 2011-12-01 | 132.0283500166 |
| 2012-01-01 | 132.4869731007 |
| 2012-02-01 | 132.5417151620 |
| 2012-03-01 | 133.2041741469 |
| 2012-04-01 | 132.7307955283 |
| 2012-05-01 | 133.1039346062 |
| 2012-06-01 | 132.7245166517 |
| 2012-07-01 | 133.3086521621 |
| 2012-08-01 | 133.9737194012 |
| 2012-09-01 | 133.5219605861 |
| 2012-10-01 | 133.5277568177 |
| 2012-11-01 | 133.7906970848 |
| 2012-12-01 | 134.0503318030 |
| 2013-01-01 | 133.6956888491 |
| 2013-02-01 | 134.4058795162 |
| 2013-03-01 | 134.3669872428 |
| 2013-04-01 | 134.1800029609 |
| 2013-05-01 | 134.3258518765 |
| 2013-06-01 | 133.9352626854 |
| 2013-07-01 | 134.9575488538 |
| 2013-08-01 | 135.1201644028 |
| 2013-09-01 | 135.3262094683 |
| 2013-10-01 | 135.4452281577 |
| 2013-11-01 | 135.5366682459 |
| 2013-12-01 | 135.6276195159 |
| 2014-01-01 | 135.9115530761 |
| 2014-02-01 | 135.2436614777 |
| 2014-03-01 | 135.7633856696 |
| 2014-04-01 | 136.1780405112 |
| 2014-05-01 | 136.1386236300 |
| 2014-06-01 | 136.2843562205 |
| 2014-07-01 | 135.8157781086 |
| 2014-08-01 | 135.7434559468 |
| 2014-09-01 | 136.0565987603 |
| 2014-10-01 | 135.6053397465 |
| 2014-11-01 | 135.8802223628 |
| 2014-12-01 | 136.3998278349 |
| 2015-01-01 | 135.9205887942 |
| 2015-02-01 | 135.6242897095 |
| 2015-03-01 | 135.3898280146 |
| 2015-04-01 | 135.5398696951 |
| 2015-05-01 | 135.9050156535 |
| 2015-06-01 | 135.6717764612 |
| 2015-07-01 | 136.0743502404 |
| 2015-08-01 | 136.4217639187 |
| 2015-09-01 | 136.5402953486 |
| 2015-10-01 | 136.8204804031 |
| 2015-11-01 | 136.8512103040 |
| 2015-12-01 | 137.0890493482 |
| 2016-01-01 | 137.0519085406 |
| 2016-02-01 | 136.4722774997 |
| 2016-03-01 | 137.1987531077 |
| 2016-04-01 | 137.4028917257 |
| 2016-05-01 | 136.8990555006 |
| 2016-06-01 | 137.0564358087 |
| 2016-07-01 | 136.9883044037 |
| 2016-08-01 | 136.8462160448 |
| 2016-09-01 | 136.8402950787 |
| 2016-10-01 | 136.9382365863 |
| 2016-11-01 | 137.0930248619 |
| 2016-12-01 | 136.5110741823 |
| 2017-01-01 | 136.0754066482 |
| 2017-02-01 | 136.7104301457 |
| 2017-03-01 | 136.5655816665 |
| 2017-04-01 | 136.1627411794 |
| 2017-05-01 | 136.5251403127 |
| 2017-06-01 | 136.5598083195 |
| 2017-07-01 | 136.5838798349 |
| 2017-08-01 | 136.4281212343 |
| 2017-09-01 | 136.6324257840 |
| 2017-10-01 | 136.7530222576 |
| 2017-11-01 | 137.0394492631 |
| 2017-12-01 | 137.5491235874 |
| 2018-01-01 | 137.2377033652 |
| 2018-02-01 | 137.0938308174 |
| 2018-03-01 | 137.4221975936 |
| 2018-04-01 | 137.6905355954 |
| 2018-05-01 | 137.9866948461 |
| 2018-06-01 | 137.9814935192 |
| 2018-07-01 | 137.7242531144 |
| 2018-08-01 | 137.0579443929 |
| 2018-09-01 | 138.1036572717 |
| 2018-10-01 | 138.2969319295 |
| 2018-11-01 | 137.8822358735 |
| 2018-12-01 | 137.3603121159 |
| 2019-01-01 | 138.3254427505 |
| 2019-02-01 | 138.4873488106 |
| 2019-03-01 | 138.7138131568 |
| 2019-04-01 | 138.9157557016 |
| 2019-05-01 | 138.5754835835 |
| 2019-06-01 | 138.3853360052 |
| 2019-07-01 | 138.3494149705 |
| 2019-08-01 | 138.8007689576 |
| 2019-09-01 | 137.8111980192 |
| 2019-10-01 | 137.7682508998 |
| 2019-11-01 | 137.7028120621 |
| 2019-12-01 | 137.7633851409 |
| 2020-01-01 | 138.6611660934 |
| 2020-02-01 | 139.1662392939 |
| 2020-03-01 | 138.5067090339 |
| 2020-04-01 | 122.4540622729 |
| 2020-05-01 | 122.6809140518 |
| 2020-06-01 | 125.8728054019 |
| 2020-07-01 | 128.8659286522 |
| 2020-08-01 | 130.4302244788 |
| 2020-09-01 | 131.1089771157 |
| 2020-10-01 | 131.7880099332 |
| 2020-11-01 | 132.0878836018 |
| 2020-12-01 | 132.2571470205 |
| 2021-01-01 | 132.5362793943 |
| 2021-02-01 | 132.6605847011 |
| 2021-03-01 | 132.7958194665 |
| 2021-04-01 | 132.6424796326 |
| 2021-05-01 | 133.2784899689 |
| 2021-06-01 | 133.4254176831 |
| 2021-07-01 | 133.9961270553 |
| 2021-08-01 | 134.4527619870 |
| 2021-09-01 | 133.5826693673 |
| 2021-10-01 | 134.4204496217 |
| 2021-11-01 | 134.6267784579 |
| 2021-12-01 | 134.9511026127 |
| 2022-01-01 | 134.7300259262 |
| 2022-02-01 | 135.3006012524 |
| 2022-03-01 | 135.3495155974 |
| 2022-04-01 | 135.9459421726 |
| 2022-05-01 | 136.1127976444 |
| 2022-06-01 | 136.5027039775 |
| 2022-07-01 | 137.1743430648 |
| 2022-08-01 | 137.0157376045 |
| 2022-09-01 | 137.5967741482 |
| 2022-10-01 | 136.7840620810 |
| 2022-11-01 | 137.6482924705 |
| 2022-12-01 | 137.9050466662 |
| 2023-01-01 | 137.9885844436 |
| 2023-02-01 | 138.4192052558 |
| 2023-03-01 | 138.4294512133 |
| 2023-04-01 | 138.3204083436 |
| 2023-05-01 | 138.1850675070 |
| 2023-06-01 | 139.6177364991 |
| 2023-07-01 | 138.4710441881 |
| 2023-08-01 | 139.1527258076 |
| 2023-09-01 | 139.0166288972 |
| 2023-10-01 | 139.2411302076 |
| 2023-11-01 | 139.6013655094 |
| 2023-12-01 | 139.5565497082 |
| 2024-01-01 | 139.5910090579 |
| 2024-02-01 | 140.3825150792 |
| 2024-03-01 | 141.2957187568 |
| 2024-04-01 | 140.9028708255 |
| 2024-05-01 | 140.7353161109 |
| 2024-06-01 | 140.3963678942 |
| 2024-07-01 | 140.9132936306 |
| 2024-08-01 | 140.4506209040 |
| 2024-09-01 | 140.9768749118 |
| 2024-10-01 | 140.8930486551 |
| 2024-11-01 | 141.0660914746 |
| 2024-12-01 | 141.2194981878 |
| 2025-01-01 | 141.4422594451 |
| 2025-02-01 | 141.3540855866 |
| 2025-03-01 | 141.8924006331 |
| 2025-04-01 | 141.6825003510 |
| 2025-05-01 | 142.0801131801 |
| 2025-06-01 | 142.1046420257 |
| 2025-07-01 | 141.5336988763 |
| 2025-08-01 | 141.9572020064 |
| 2025-09-01 | 141.9178391059 |
| 2025-10-01 | 142.2177166644 |
| 2025-11-01 | 142.3444147449 |
| 2025-12-01 | 142.6899279482 |
| 2026-01-01 | 142.5802866167 |
| 2026-02-01 | 141.6224538572 |
| 2026-03-01 | 141.6857940030 |
| 2026-04-01 | 142.0049166884 |
| 2026-05-01 | 142.2335467000 |
| 2026-06-01 | 142.6375540494 |
| 2026-07-01 | 142.7651945622 |
| 2026-08-01 | 142.5929487706 |