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 2026-06-01 |
| Last Updated | 2026-07-22 9:38 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 | 106.373570801970 |
| 1990-02-01 | 106.688924855030 |
| 1990-03-01 | 106.762433666622 |
| 1990-04-01 | 107.005621658077 |
| 1990-05-01 | 107.524623835552 |
| 1990-06-01 | 106.890556497509 |
| 1990-07-01 | 107.303055306675 |
| 1990-08-01 | 107.508778010249 |
| 1990-09-01 | 108.254585683250 |
| 1990-10-01 | 106.879455696788 |
| 1990-11-01 | 106.601293627502 |
| 1990-12-01 | 106.718693097340 |
| 1991-01-01 | 106.467158249012 |
| 1991-02-01 | 106.510714411090 |
| 1991-03-01 | 106.536286766948 |
| 1991-04-01 | 107.010427552581 |
| 1991-05-01 | 106.716590998582 |
| 1991-06-01 | 107.069318812652 |
| 1991-07-01 | 106.069471269586 |
| 1991-08-01 | 106.124807836536 |
| 1991-09-01 | 106.385565923758 |
| 1991-10-01 | 106.302670834160 |
| 1991-11-01 | 106.627848141083 |
| 1991-12-01 | 106.331161508828 |
| 1992-01-01 | 106.462837526690 |
| 1992-02-01 | 106.530305856201 |
| 1992-03-01 | 106.477606389250 |
| 1992-04-01 | 105.592566878530 |
| 1992-05-01 | 106.010209245381 |
| 1992-06-01 | 105.718240968730 |
| 1992-07-01 | 107.311009691537 |
| 1992-08-01 | 107.872063635853 |
| 1992-09-01 | 107.814305033132 |
| 1992-10-01 | 108.263059761723 |
| 1992-11-01 | 108.371789576695 |
| 1992-12-01 | 108.635115270976 |
| 1993-01-01 | 109.410958263268 |
| 1993-02-01 | 110.350063382376 |
| 1993-03-01 | 109.303051593224 |
| 1993-04-01 | 109.443033570521 |
| 1993-05-01 | 109.802409387200 |
| 1993-06-01 | 109.883308613151 |
| 1993-07-01 | 109.310017079780 |
| 1993-08-01 | 109.841693414381 |
| 1993-09-01 | 110.451514780797 |
| 1993-10-01 | 111.071163467852 |
| 1993-11-01 | 111.350970984945 |
| 1993-12-01 | 111.547567613176 |
| 1994-01-01 | 111.480380752378 |
| 1994-02-01 | 111.493338289644 |
| 1994-03-01 | 112.064865725042 |
| 1994-04-01 | 111.951730041484 |
| 1994-05-01 | 112.340168203123 |
| 1994-06-01 | 112.733940499301 |
| 1994-07-01 | 113.123552846340 |
| 1994-08-01 | 113.303526774125 |
| 1994-09-01 | 113.246982143538 |
| 1994-10-01 | 113.714651406729 |
| 1994-11-01 | 113.828458080403 |
| 1994-12-01 | 114.104739625333 |
| 1995-01-01 | 115.922087953110 |
| 1995-02-01 | 115.376906002322 |
| 1995-03-01 | 115.659965592582 |
| 1995-04-01 | 115.745019748269 |
| 1995-05-01 | 115.943389394052 |
| 1995-06-01 | 115.842784918332 |
| 1995-07-01 | 115.917400825133 |
| 1995-08-01 | 115.669307702473 |
| 1995-09-01 | 116.334911921697 |
| 1995-10-01 | 115.759028002337 |
| 1995-11-01 | 116.514787787660 |
| 1995-12-01 | 117.073163489230 |
| 1996-01-01 | 117.071701555131 |
| 1996-02-01 | 118.262766796352 |
| 1996-03-01 | 117.980583641430 |
| 1996-04-01 | 118.668461408323 |
| 1996-05-01 | 118.422038838548 |
| 1996-06-01 | 118.849106202531 |
| 1996-07-01 | 118.932417881296 |
| 1996-08-01 | 119.572188260615 |
| 1996-09-01 | 119.061010286598 |
| 1996-10-01 | 119.490580581953 |
| 1996-11-01 | 120.386433683844 |
| 1996-12-01 | 119.815185404704 |
| 1997-01-01 | 120.228020721028 |
| 1997-02-01 | 120.020064400754 |
| 1997-03-01 | 120.303144680160 |
| 1997-04-01 | 120.746144166512 |
| 1997-05-01 | 121.856929531247 |
| 1997-06-01 | 121.593608339196 |
| 1997-07-01 | 120.556579630009 |
| 1997-08-01 | 121.827401126574 |
| 1997-09-01 | 122.196265950352 |
| 1997-10-01 | 121.947491773556 |
| 1997-11-01 | 122.115779988569 |
| 1997-12-01 | 122.713955291262 |
| 1998-01-01 | 122.534985909708 |
| 1998-02-01 | 122.775380160613 |
| 1998-03-01 | 122.432606252643 |
| 1998-04-01 | 123.798227733031 |
| 1998-05-01 | 124.087176747544 |
| 1998-06-01 | 123.792439389970 |
| 1998-07-01 | 124.628585435274 |
| 1998-08-01 | 124.847204972009 |
| 1998-09-01 | 124.897750171659 |
| 1998-10-01 | 125.565745350807 |
| 1998-11-01 | 125.853518919710 |
| 1998-12-01 | 125.986428233585 |
| 1999-01-01 | 126.220377197695 |
| 1999-02-01 | 126.415584476958 |
| 1999-03-01 | 126.529120056713 |
| 1999-04-01 | 126.175891696206 |
| 1999-05-01 | 126.550042125377 |
| 1999-06-01 | 126.611277194734 |
| 1999-07-01 | 126.957035382639 |
| 1999-08-01 | 126.555631067058 |
| 1999-09-01 | 127.015440076905 |
| 1999-10-01 | 126.935342773759 |
| 1999-11-01 | 127.170713546785 |
| 1999-12-01 | 127.683185788512 |
| 2000-01-01 | 127.969135059821 |
| 2000-02-01 | 128.548396067481 |
| 2000-03-01 | 129.435948857560 |
| 2000-04-01 | 128.852153879037 |
| 2000-05-01 | 128.982687496706 |
| 2000-06-01 | 129.394239358151 |
| 2000-07-01 | 129.855677419733 |
| 2000-08-01 | 130.312974897902 |
| 2000-09-01 | 130.322437398593 |
| 2000-10-01 | 130.708973057926 |
| 2000-11-01 | 130.811043881742 |
| 2000-12-01 | 130.235184040062 |
| 2001-01-01 | 130.512443018355 |
| 2001-02-01 | 130.678358297456 |
| 2001-03-01 | 130.363073846445 |
| 2001-04-01 | 132.177711146857 |
| 2001-05-01 | 131.937976753615 |
| 2001-06-01 | 132.564649248501 |
| 2001-07-01 | 131.262044004427 |
| 2001-08-01 | 131.916436414621 |
| 2001-09-01 | 132.101239401148 |
| 2001-10-01 | 132.003187351980 |
| 2001-11-01 | 132.010296154164 |
| 2001-12-01 | 132.547461530456 |
| 2002-01-01 | 132.720442609540 |
| 2002-02-01 | 132.811822432312 |
| 2002-03-01 | 133.030049368392 |
| 2002-04-01 | 132.464576481719 |
| 2002-05-01 | 132.363149436283 |
| 2002-06-01 | 132.505974160461 |
| 2002-07-01 | 132.032947347434 |
| 2002-08-01 | 133.042830970487 |
| 2002-09-01 | 133.405875101169 |
| 2002-10-01 | 133.157829492252 |
| 2002-11-01 | 133.044122602325 |
| 2002-12-01 | 133.085082587790 |
| 2003-01-01 | 132.379356092489 |
| 2003-02-01 | 131.803791932526 |
| 2003-03-01 | 131.146257811584 |
| 2003-04-01 | 131.162135567511 |
| 2003-05-01 | 130.826293673486 |
| 2003-06-01 | 129.870658006116 |
| 2003-07-01 | 129.125843817448 |
| 2003-08-01 | 128.291041381551 |
| 2003-09-01 | 129.277906372306 |
| 2003-10-01 | 129.522440506653 |
| 2003-11-01 | 129.149942289361 |
| 2003-12-01 | 129.376444265725 |
| 2004-01-01 | 128.583935195186 |
| 2004-02-01 | 128.266041448393 |
| 2004-03-01 | 128.829659571010 |
| 2004-04-01 | 129.177534877517 |
| 2004-05-01 | 129.299717420784 |
| 2004-06-01 | 129.636046239570 |
| 2004-07-01 | 129.589227304698 |
| 2004-08-01 | 129.404318896260 |
| 2004-09-01 | 128.583386877621 |
| 2004-10-01 | 127.965536775077 |
| 2004-11-01 | 128.567734083890 |
| 2004-12-01 | 128.287646050721 |
| 2005-01-01 | 128.855848523021 |
| 2005-02-01 | 129.367996086764 |
| 2005-03-01 | 129.151034463436 |
| 2005-04-01 | 130.330284366589 |
| 2005-05-01 | 129.936159987258 |
| 2005-06-01 | 129.909994685961 |
| 2005-07-01 | 130.771580920112 |
| 2005-08-01 | 131.033966128316 |
| 2005-09-01 | 131.587373587890 |
| 2005-10-01 | 131.361135044037 |
| 2005-11-01 | 131.758322520448 |
| 2005-12-01 | 131.822733927724 |
| 2006-01-01 | 132.437326503545 |
| 2006-02-01 | 132.546017642005 |
| 2006-03-01 | 132.876437224532 |
| 2006-04-01 | 132.560783739320 |
| 2006-05-01 | 131.956770595025 |
| 2006-06-01 | 133.305861282727 |
| 2006-07-01 | 133.726466945500 |
| 2006-08-01 | 133.325479747397 |
| 2006-09-01 | 133.514639603307 |
| 2006-10-01 | 134.110933239242 |
| 2006-11-01 | 134.459073375498 |
| 2006-12-01 | 134.737845427069 |
| 2007-01-01 | 134.954548468563 |
| 2007-02-01 | 134.626222141781 |
| 2007-03-01 | 135.307842824826 |
| 2007-04-01 | 135.149504837005 |
| 2007-05-01 | 135.260417630908 |
| 2007-06-01 | 135.736340321168 |
| 2007-07-01 | 135.718427267174 |
| 2007-08-01 | 135.650574512113 |
| 2007-09-01 | 135.208342250824 |
| 2007-10-01 | 135.511438942943 |
| 2007-11-01 | 135.442989633127 |
| 2007-12-01 | 135.510781486772 |
| 2008-01-01 | 135.841391570480 |
| 2008-02-01 | 135.951020404523 |
| 2008-03-01 | 135.588112513502 |
| 2008-04-01 | 135.144373871873 |
| 2008-05-01 | 135.157894368202 |
| 2008-06-01 | 135.015198392067 |
| 2008-07-01 | 134.512808509505 |
| 2008-08-01 | 135.221134882527 |
| 2008-09-01 | 135.252962623980 |
| 2008-10-01 | 135.028856095949 |
| 2008-11-01 | 134.551741848080 |
| 2008-12-01 | 134.296509492600 |
| 2009-01-01 | 133.383232643626 |
| 2009-02-01 | 132.898103095053 |
| 2009-03-01 | 132.159336959562 |
| 2009-04-01 | 131.595398094298 |
| 2009-05-01 | 131.442315987623 |
| 2009-06-01 | 131.670043880181 |
| 2009-07-01 | 130.259071060420 |
| 2009-08-01 | 129.883447445259 |
| 2009-09-01 | 130.394108677750 |
| 2009-10-01 | 130.214505885652 |
| 2009-11-01 | 130.269381338390 |
| 2009-12-01 | 130.181306444404 |
| 2010-01-01 | 130.265918833176 |
| 2010-02-01 | 129.630546181365 |
| 2010-03-01 | 130.113045743662 |
| 2010-04-01 | 131.444217964821 |
| 2010-05-01 | 131.958655966010 |
| 2010-06-01 | 132.081465547824 |
| 2010-07-01 | 131.247959414088 |
| 2010-08-01 | 130.177133623735 |
| 2010-09-01 | 130.000112852211 |
| 2010-10-01 | 131.374160064043 |
| 2010-11-01 | 130.899353530679 |
| 2010-12-01 | 130.783947272491 |
| 2011-01-01 | 130.805860437764 |
| 2011-02-01 | 131.082878487788 |
| 2011-03-01 | 131.153450266340 |
| 2011-04-01 | 131.509389716488 |
| 2011-05-01 | 130.960011304466 |
| 2011-06-01 | 131.708733694724 |
| 2011-07-01 | 132.021366301445 |
| 2011-08-01 | 132.678847710906 |
| 2011-09-01 | 132.353626139307 |
| 2011-10-01 | 131.953753461592 |
| 2011-11-01 | 131.997172247993 |
| 2011-12-01 | 132.028349165683 |
| 2012-01-01 | 132.486973866276 |
| 2012-02-01 | 132.541714487226 |
| 2012-03-01 | 133.204174014157 |
| 2012-04-01 | 132.730795078577 |
| 2012-05-01 | 133.103933470006 |
| 2012-06-01 | 132.724516468760 |
| 2012-07-01 | 133.308650265903 |
| 2012-08-01 | 133.973719074652 |
| 2012-09-01 | 133.521960738232 |
| 2012-10-01 | 133.527758765618 |
| 2012-11-01 | 133.790700757321 |
| 2012-12-01 | 134.050332949291 |
| 2013-01-01 | 133.695693529782 |
| 2013-02-01 | 134.405871133850 |
| 2013-03-01 | 134.366988784785 |
| 2013-04-01 | 134.180003099064 |
| 2013-05-01 | 134.325850226374 |
| 2013-06-01 | 133.935261841463 |
| 2013-07-01 | 134.957546072555 |
| 2013-08-01 | 135.120161625283 |
| 2013-09-01 | 135.326206138979 |
| 2013-10-01 | 135.445224278572 |
| 2013-11-01 | 135.536690923950 |
| 2013-12-01 | 135.627608771881 |
| 2014-01-01 | 135.911593739017 |
| 2014-02-01 | 135.243631242611 |
| 2014-03-01 | 135.763375586456 |
| 2014-04-01 | 136.178030156554 |
| 2014-05-01 | 136.138614424804 |
| 2014-06-01 | 136.284353709814 |
| 2014-07-01 | 135.815782136655 |
| 2014-08-01 | 135.743466529377 |
| 2014-09-01 | 136.056613232528 |
| 2014-10-01 | 135.605352298197 |
| 2014-11-01 | 135.880281676464 |
| 2014-12-01 | 136.399766131027 |
| 2015-01-01 | 135.920657675994 |
| 2015-02-01 | 135.624214783745 |
| 2015-03-01 | 135.389775780664 |
| 2015-04-01 | 135.539822574997 |
| 2015-05-01 | 135.904986878555 |
| 2015-06-01 | 135.671778303878 |
| 2015-07-01 | 136.074385367953 |
| 2015-08-01 | 136.421869562492 |
| 2015-09-01 | 136.540365234325 |
| 2015-10-01 | 136.820535248036 |
| 2015-11-01 | 136.851311317532 |
| 2015-12-01 | 137.088899196395 |
| 2016-01-01 | 137.051964603261 |
| 2016-02-01 | 136.472113475916 |
| 2016-03-01 | 137.198606595913 |
| 2016-04-01 | 137.402774742472 |
| 2016-05-01 | 136.898992687483 |
| 2016-06-01 | 137.056435762230 |
| 2016-07-01 | 136.988370229759 |
| 2016-08-01 | 136.846629932348 |
| 2016-09-01 | 136.840431307602 |
| 2016-10-01 | 136.938362785860 |
| 2016-11-01 | 137.093208348369 |
| 2016-12-01 | 136.510938553930 |
| 2017-01-01 | 136.075179665736 |
| 2017-02-01 | 136.710075824778 |
| 2017-03-01 | 136.565364267794 |
| 2017-04-01 | 136.162477078699 |
| 2017-05-01 | 136.524818619370 |
| 2017-06-01 | 136.560034196794 |
| 2017-07-01 | 136.584272644228 |
| 2017-08-01 | 136.428881144005 |
| 2017-09-01 | 136.632600409865 |
| 2017-10-01 | 136.753166536962 |
| 2017-11-01 | 137.039647961309 |
| 2017-12-01 | 137.548975301467 |
| 2018-01-01 | 137.237124407494 |
| 2018-02-01 | 137.093236296741 |
| 2018-03-01 | 137.421888412763 |
| 2018-04-01 | 137.690100715129 |
| 2018-05-01 | 137.986199267935 |
| 2018-06-01 | 137.982106318110 |
| 2018-07-01 | 137.725216270416 |
| 2018-08-01 | 137.059207626423 |
| 2018-09-01 | 138.103116521666 |
| 2018-10-01 | 138.297288653925 |
| 2018-11-01 | 137.882503487356 |
| 2018-12-01 | 137.360137266459 |
| 2019-01-01 | 138.324375479355 |
| 2019-02-01 | 138.486457306049 |
| 2019-03-01 | 138.713419058344 |
| 2019-04-01 | 138.915234889889 |
| 2019-05-01 | 138.574973171917 |
| 2019-06-01 | 138.386510267946 |
| 2019-07-01 | 138.351102859252 |
| 2019-08-01 | 138.802435226866 |
| 2019-09-01 | 137.809991655800 |
| 2019-10-01 | 137.768593607507 |
| 2019-11-01 | 137.703035036471 |
| 2019-12-01 | 137.762994845457 |
| 2020-01-01 | 138.659615208235 |
| 2020-02-01 | 139.164946719016 |
| 2020-03-01 | 138.506039982127 |
| 2020-04-01 | 122.453398523411 |
| 2020-05-01 | 122.680472861221 |
| 2020-06-01 | 125.876067362075 |
| 2020-07-01 | 128.867867792478 |
| 2020-08-01 | 130.432114689667 |
| 2020-09-01 | 131.107092223118 |
| 2020-10-01 | 131.788504148677 |
| 2020-11-01 | 132.088406644193 |
| 2020-12-01 | 132.256986438557 |
| 2021-01-01 | 132.530599918545 |
| 2021-02-01 | 132.659171455057 |
| 2021-03-01 | 132.794956752863 |
| 2021-04-01 | 132.642181144916 |
| 2021-05-01 | 133.278831937934 |
| 2021-06-01 | 133.434242666071 |
| 2021-07-01 | 133.999146638874 |
| 2021-08-01 | 134.451680462278 |
| 2021-09-01 | 133.581144714549 |
| 2021-10-01 | 134.420584631073 |
| 2021-11-01 | 134.626723352349 |
| 2021-12-01 | 134.950187738849 |
| 2022-01-01 | 134.719546717224 |
| 2022-02-01 | 135.298319052151 |
| 2022-03-01 | 135.348185001056 |
| 2022-04-01 | 135.946505225217 |
| 2022-05-01 | 136.114891085847 |
| 2022-06-01 | 136.517335282707 |
| 2022-07-01 | 137.185744218206 |
| 2022-08-01 | 137.010475248977 |
| 2022-09-01 | 137.593617584811 |
| 2022-10-01 | 136.781594504063 |
| 2022-11-01 | 137.645228882207 |
| 2022-12-01 | 137.905069246935 |
| 2023-01-01 | 137.970557269795 |
| 2023-02-01 | 138.414287993727 |
| 2023-03-01 | 138.428668440804 |
| 2023-04-01 | 138.318906932167 |
| 2023-05-01 | 138.186290687350 |
| 2023-06-01 | 139.648419296941 |
| 2023-07-01 | 138.511945893022 |
| 2023-08-01 | 139.127563480423 |
| 2023-09-01 | 139.007008158414 |
| 2023-10-01 | 139.232794499189 |
| 2023-11-01 | 139.593359210159 |
| 2023-12-01 | 139.556358456586 |
| 2024-01-01 | 139.569404965614 |
| 2024-02-01 | 140.375418693698 |
| 2024-03-01 | 141.295926187571 |
| 2024-04-01 | 140.899050215908 |
| 2024-05-01 | 140.733862144534 |
| 2024-06-01 | 140.438724770918 |
| 2024-07-01 | 140.988244835508 |
| 2024-08-01 | 140.410062209076 |
| 2024-09-01 | 140.958714994801 |
| 2024-10-01 | 140.878061258428 |
| 2024-11-01 | 141.052961879426 |
| 2024-12-01 | 141.220131654249 |
| 2025-01-01 | 141.415748606533 |
| 2025-02-01 | 141.345297807845 |
| 2025-03-01 | 141.894832574874 |
| 2025-04-01 | 141.675938497194 |
| 2025-05-01 | 142.074967364695 |
| 2025-06-01 | 142.160867451574 |
| 2025-07-01 | 141.645092953813 |
| 2025-08-01 | 141.891963226029 |
| 2025-09-01 | 141.891699222709 |
| 2025-10-01 | 142.197422059516 |
| 2025-11-01 | 142.327629500646 |
| 2025-12-01 | 142.689855689541 |
| 2026-01-01 | 142.554960910661 |
| 2026-02-01 | 141.614709882509 |
| 2026-03-01 | 141.690481353285 |
| 2026-04-01 | 141.998213568212 |
| 2026-05-01 | 142.226575350545 |
| 2026-06-01 | 142.496330684657 |