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 2026-09-01 |
| 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 | 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 | 127.1707135467 |
| 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 | 128.9826874968 |
| 2000-06-01 | 129.3942393582 |
| 2000-07-01 | 129.8556774198 |
| 2000-08-01 | 130.3129748979 |
| 2000-09-01 | 130.3224373985 |
| 2000-10-01 | 130.7089730578 |
| 2000-11-01 | 130.8110438816 |
| 2000-12-01 | 130.2351840399 |
| 2001-01-01 | 130.5124430183 |
| 2001-02-01 | 130.6783582975 |
| 2001-03-01 | 130.3630738466 |
| 2001-04-01 | 132.1777111471 |
| 2001-05-01 | 131.9379767538 |
| 2001-06-01 | 132.5646492487 |
| 2001-07-01 | 131.2620440045 |
| 2001-08-01 | 131.9164364146 |
| 2001-09-01 | 132.1012394011 |
| 2001-10-01 | 132.0031873514 |
| 2001-11-01 | 132.0102961539 |
| 2001-12-01 | 132.5474615302 |
| 2002-01-01 | 132.7204426093 |
| 2002-02-01 | 132.8118224321 |
| 2002-03-01 | 133.0300493681 |
| 2002-04-01 | 132.4645764836 |
| 2002-05-01 | 132.3631494358 |
| 2002-06-01 | 132.5059741601 |
| 2002-07-01 | 132.0329473476 |
| 2002-08-01 | 133.0428309716 |
| 2002-09-01 | 133.4058751034 |
| 2002-10-01 | 133.1578294940 |
| 2002-11-01 | 133.0441226041 |
| 2002-12-01 | 133.0850825874 |
| 2003-01-01 | 132.3793560878 |
| 2003-02-01 | 131.8037919240 |
| 2003-03-01 | 131.1462578022 |
| 2003-04-01 | 131.1621355659 |
| 2003-05-01 | 130.8262936734 |
| 2003-06-01 | 129.8706580130 |
| 2003-07-01 | 129.1258438302 |
| 2003-08-01 | 128.2910413991 |
| 2003-09-01 | 129.2779063904 |
| 2003-10-01 | 129.5224405189 |
| 2003-11-01 | 129.1499422935 |
| 2003-12-01 | 129.3764442536 |
| 2004-01-01 | 128.5839351597 |
| 2004-02-01 | 128.2660413943 |
| 2004-03-01 | 128.8296595109 |
| 2004-04-01 | 129.1775348377 |
| 2004-05-01 | 129.2997174092 |
| 2004-06-01 | 129.6360462833 |
| 2004-07-01 | 129.5892274129 |
| 2004-08-01 | 129.4043190670 |
| 2004-09-01 | 128.5833870638 |
| 2004-10-01 | 127.9655368901 |
| 2004-11-01 | 128.5677340417 |
| 2004-12-01 | 128.2876457928 |
| 2005-01-01 | 128.8558480956 |
| 2005-02-01 | 129.3679956666 |
| 2005-03-01 | 129.1510342628 |
| 2005-04-01 | 130.3302844733 |
| 2005-05-01 | 129.9361603270 |
| 2005-06-01 | 129.9099951244 |
| 2005-07-01 | 130.7715819272 |
| 2005-08-01 | 131.0339663964 |
| 2005-09-01 | 131.5873736598 |
| 2005-10-01 | 131.3611348259 |
| 2005-11-01 | 131.7583219200 |
| 2005-12-01 | 131.8227328588 |
| 2006-01-01 | 132.4373252150 |
| 2006-02-01 | 132.5460167984 |
| 2006-03-01 | 132.8764373684 |
| 2006-04-01 | 132.5607848647 |
| 2006-05-01 | 131.9567721304 |
| 2006-06-01 | 133.3058636895 |
| 2006-07-01 | 133.7264683668 |
| 2006-08-01 | 133.3254790163 |
| 2006-09-01 | 133.5146383747 |
| 2006-10-01 | 134.1109319125 |
| 2006-11-01 | 134.4590722479 |
| 2006-12-01 | 134.7378443456 |
| 2007-01-01 | 134.9545476422 |
| 2007-02-01 | 134.6262171303 |
| 2007-03-01 | 135.3078416176 |
| 2007-04-01 | 135.1495074356 |
| 2007-05-01 | 135.2604243572 |
| 2007-06-01 | 135.7363546797 |
| 2007-07-01 | 135.7184286408 |
| 2007-08-01 | 135.6505672650 |
| 2007-09-01 | 135.2083305125 |
| 2007-10-01 | 135.5114350073 |
| 2007-11-01 | 135.4429896025 |
| 2007-12-01 | 135.5107814442 |
| 2008-01-01 | 135.8413915477 |
| 2008-02-01 | 135.9510121468 |
| 2008-03-01 | 135.5881124614 |
| 2008-04-01 | 135.1443820824 |
| 2008-05-01 | 135.1579127057 |
| 2008-06-01 | 135.0152324371 |
| 2008-07-01 | 134.5128162081 |
| 2008-08-01 | 135.2210856533 |
| 2008-09-01 | 135.2529379222 |
| 2008-10-01 | 135.0288450590 |
| 2008-11-01 | 134.5517407306 |
| 2008-12-01 | 134.2965137743 |
| 2009-01-01 | 133.3832425910 |
| 2009-02-01 | 132.8981028315 |
| 2009-03-01 | 132.1593478766 |
| 2009-04-01 | 131.5954184665 |
| 2009-05-01 | 131.4423476954 |
| 2009-06-01 | 131.6700945157 |
| 2009-07-01 | 130.2590806431 |
| 2009-08-01 | 129.8833520125 |
| 2009-09-01 | 130.3940547173 |
| 2009-10-01 | 130.2144693191 |
| 2009-11-01 | 130.2693663397 |
| 2009-12-01 | 130.1813133800 |
| 2010-01-01 | 130.2659490778 |
| 2010-02-01 | 129.6305778655 |
| 2010-03-01 | 130.1130904880 |
| 2010-04-01 | 131.4442656686 |
| 2010-05-01 | 131.9587046170 |
| 2010-06-01 | 132.0815447128 |
| 2010-07-01 | 131.2479765429 |
| 2010-08-01 | 130.1769849756 |
| 2010-09-01 | 130.0000013054 |
| 2010-10-01 | 131.3740484051 |
| 2010-11-01 | 130.8992461423 |
| 2010-12-01 | 130.7838523419 |
| 2011-01-01 | 130.8057932692 |
| 2011-02-01 | 131.0835454165 |
| 2011-03-01 | 131.1534434482 |
| 2011-04-01 | 131.5094101434 |
| 2011-05-01 | 130.9600408445 |
| 2011-06-01 | 131.7088102497 |
| 2011-07-01 | 132.0213339052 |
| 2011-08-01 | 132.6786066085 |
| 2011-09-01 | 132.3533976227 |
| 2011-10-01 | 131.9535551239 |
| 2011-11-01 | 131.9970435129 |
| 2011-12-01 | 132.0278639532 |
| 2012-01-01 | 132.4870021082 |
| 2012-02-01 | 132.5432032635 |
| 2012-03-01 | 133.2042418474 |
| 2012-04-01 | 132.7308339869 |
| 2012-05-01 | 133.1039254255 |
| 2012-06-01 | 132.7245323207 |
| 2012-07-01 | 133.3084985675 |
| 2012-08-01 | 133.9732858668 |
| 2012-09-01 | 133.5215057393 |
| 2012-10-01 | 133.5273837882 |
| 2012-11-01 | 133.7904707810 |
| 2012-12-01 | 134.0493707535 |
| 2013-01-01 | 133.6957019383 |
| 2013-02-01 | 134.4093004899 |
| 2013-03-01 | 134.3669232542 |
| 2013-04-01 | 134.1798563337 |
| 2013-05-01 | 134.3256731811 |
| 2013-06-01 | 133.9351974046 |
| 2013-07-01 | 134.9572652331 |
| 2013-08-01 | 135.1195651849 |
| 2013-09-01 | 135.3255413370 |
| 2013-10-01 | 135.4444993141 |
| 2013-11-01 | 135.5354208009 |
| 2013-12-01 | 135.6254807203 |
| 2014-01-01 | 135.9156390817 |
| 2014-02-01 | 135.2474576593 |
| 2014-03-01 | 135.7624611917 |
| 2014-04-01 | 136.1771892654 |
| 2014-05-01 | 136.1379760121 |
| 2014-06-01 | 136.2841331940 |
| 2014-07-01 | 135.8156393588 |
| 2014-08-01 | 135.7431986227 |
| 2014-09-01 | 136.0563043136 |
| 2014-10-01 | 135.6048584102 |
| 2014-11-01 | 135.8784847651 |
| 2014-12-01 | 136.3945425167 |
| 2015-01-01 | 135.9289849262 |
| 2015-02-01 | 135.6283992881 |
| 2015-03-01 | 135.3877229816 |
| 2015-04-01 | 135.5379254076 |
| 2015-05-01 | 135.9035332344 |
| 2015-06-01 | 135.6709913615 |
| 2015-07-01 | 136.0739712508 |
| 2015-08-01 | 136.4255951408 |
| 2015-09-01 | 136.5401849021 |
| 2015-10-01 | 136.8200048930 |
| 2015-11-01 | 136.8486732981 |
| 2015-12-01 | 137.0812400928 |
| 2016-01-01 | 137.0643443550 |
| 2016-02-01 | 136.4744426466 |
| 2016-03-01 | 137.1951725168 |
| 2016-04-01 | 137.3995524337 |
| 2016-05-01 | 136.8961102826 |
| 2016-06-01 | 137.0539451817 |
| 2016-07-01 | 136.9862919326 |
| 2016-08-01 | 136.8628099887 |
| 2016-09-01 | 136.8392383167 |
| 2016-10-01 | 136.9372652459 |
| 2016-11-01 | 137.0905059765 |
| 2016-12-01 | 136.5022390296 |
| 2017-01-01 | 136.0850058596 |
| 2017-02-01 | 136.7085608399 |
| 2017-03-01 | 136.5618933369 |
| 2017-04-01 | 136.1592005388 |
| 2017-05-01 | 136.5218559462 |
| 2017-06-01 | 136.5567926754 |
| 2017-07-01 | 136.5798111883 |
| 2017-08-01 | 136.4578867299 |
| 2017-09-01 | 136.6307046100 |
| 2017-10-01 | 136.7514158555 |
| 2017-11-01 | 137.0362935680 |
| 2017-12-01 | 137.5410922106 |
| 2018-01-01 | 137.2435145871 |
| 2018-02-01 | 137.0859905522 |
| 2018-03-01 | 137.4181317647 |
| 2018-04-01 | 137.6873513007 |
| 2018-05-01 | 137.9830059477 |
| 2018-06-01 | 137.9774293151 |
| 2018-07-01 | 137.7170722054 |
| 2018-08-01 | 137.1047486258 |
| 2018-09-01 | 138.1022045482 |
| 2018-10-01 | 138.2935054316 |
| 2018-11-01 | 137.8784890639 |
| 2018-12-01 | 137.3523412427 |
| 2019-01-01 | 138.3230254993 |
| 2019-02-01 | 138.4751497600 |
| 2019-03-01 | 138.7106433957 |
| 2019-04-01 | 138.9142373960 |
| 2019-05-01 | 138.5729453325 |
| 2019-06-01 | 138.3820670465 |
| 2019-07-01 | 138.3409620173 |
| 2019-08-01 | 138.8561244728 |
| 2019-09-01 | 137.8111681732 |
| 2019-10-01 | 137.7614035682 |
| 2019-11-01 | 137.6982303977 |
| 2019-12-01 | 137.7569131771 |
| 2020-01-01 | 138.6526208410 |
| 2020-02-01 | 139.1522513096 |
| 2020-03-01 | 138.5037159177 |
| 2020-04-01 | 122.4534080361 |
| 2020-05-01 | 122.6783752514 |
| 2020-06-01 | 125.8754030058 |
| 2020-07-01 | 128.8558358061 |
| 2020-08-01 | 130.4886852409 |
| 2020-09-01 | 131.1090080572 |
| 2020-10-01 | 131.7768386033 |
| 2020-11-01 | 132.0821123776 |
| 2020-12-01 | 132.2513486290 |
| 2021-01-01 | 132.5204862639 |
| 2021-02-01 | 132.6471098589 |
| 2021-03-01 | 132.7956585658 |
| 2021-04-01 | 132.6452170383 |
| 2021-05-01 | 133.2802560221 |
| 2021-06-01 | 133.4417457024 |
| 2021-07-01 | 133.9896269303 |
| 2021-08-01 | 134.4890499782 |
| 2021-09-01 | 133.5821862587 |
| 2021-10-01 | 134.4047176043 |
| 2021-11-01 | 134.6173162677 |
| 2021-12-01 | 134.9434956146 |
| 2022-01-01 | 134.7135279459 |
| 2022-02-01 | 135.2907678916 |
| 2022-03-01 | 135.3537631986 |
| 2022-04-01 | 135.9556455756 |
| 2022-05-01 | 136.1229068908 |
| 2022-06-01 | 136.5348308488 |
| 2022-07-01 | 137.1792890943 |
| 2022-08-01 | 137.0248473273 |
| 2022-09-01 | 137.5869830259 |
| 2022-10-01 | 136.7549270737 |
| 2022-11-01 | 137.6238334286 |
| 2022-12-01 | 137.8999075811 |
| 2023-01-01 | 137.9690849417 |
| 2023-02-01 | 138.4139895240 |
| 2023-03-01 | 138.4425320796 |
| 2023-04-01 | 138.3395604529 |
| 2023-05-01 | 138.2146900875 |
| 2023-06-01 | 139.6824612269 |
| 2023-07-01 | 138.5264045599 |
| 2023-08-01 | 139.0979691981 |
| 2023-09-01 | 138.9679865367 |
| 2023-10-01 | 139.1869622264 |
| 2023-11-01 | 139.5576104646 |
| 2023-12-01 | 139.5551679384 |
| 2024-01-01 | 139.5741222536 |
| 2024-02-01 | 140.3876142692 |
| 2024-03-01 | 141.3225369283 |
| 2024-04-01 | 140.9367291589 |
| 2024-05-01 | 140.7891307135 |
| 2024-06-01 | 140.4957671452 |
| 2024-07-01 | 141.0248622909 |
| 2024-08-01 | 140.3385629950 |
| 2024-09-01 | 140.8720574276 |
| 2024-10-01 | 140.8093848714 |
| 2024-11-01 | 140.9998973397 |
| 2024-12-01 | 141.2251354515 |
| 2025-01-01 | 141.4258241796 |
| 2025-02-01 | 141.3680871463 |
| 2025-03-01 | 141.9349579625 |
| 2025-04-01 | 141.7315123382 |
| 2025-05-01 | 142.1607570462 |
| 2025-06-01 | 142.2402155865 |
| 2025-07-01 | 141.7082827784 |
| 2025-08-01 | 141.7789965732 |
| 2025-09-01 | 141.7532393298 |
| 2025-10-01 | 142.1092263264 |
| 2025-11-01 | 142.2628344610 |
| 2025-12-01 | 142.6975164758 |
| 2026-01-01 | 142.5688738319 |
| 2026-02-01 | 141.6467747826 |
| 2026-03-01 | 141.7416373837 |
| 2026-04-01 | 142.0677325916 |
| 2026-05-01 | 142.3324053552 |
| 2026-06-01 | 142.7891647134 |
| 2026-07-01 | 142.9748856392 |
| 2026-08-01 | 143.6831379856 |
| 2026-09-01 | 143.9529931613 |