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 2026-05-01 |
| Last Updated | 2026-06-24 9:46 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 | 106.373570801970 |
| 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 | 125.853518919711 |
| 1998-12-01 | 125.986428233586 |
| 1999-01-01 | 126.220377197696 |
| 1999-02-01 | 126.415584476959 |
| 1999-03-01 | 126.529120056713 |
| 1999-04-01 | 126.175891696205 |
| 1999-05-01 | 126.550042125376 |
| 1999-06-01 | 126.611277194731 |
| 1999-07-01 | 126.957035382633 |
| 1999-08-01 | 126.555631067057 |
| 1999-09-01 | 127.015440076906 |
| 1999-10-01 | 126.935342773765 |
| 1999-11-01 | 127.170713546793 |
| 1999-12-01 | 127.683185788520 |
| 2000-01-01 | 127.969135059826 |
| 2000-02-01 | 128.548396067481 |
| 2000-03-01 | 129.435948857554 |
| 2000-04-01 | 128.852153879024 |
| 2000-05-01 | 128.982687496692 |
| 2000-06-01 | 129.394239358138 |
| 2000-07-01 | 129.855677419721 |
| 2000-08-01 | 130.312974897907 |
| 2000-09-01 | 130.322437398608 |
| 2000-10-01 | 130.708973057954 |
| 2000-11-01 | 130.811043881776 |
| 2000-12-01 | 130.235184040090 |
| 2001-01-01 | 130.512443018363 |
| 2001-02-01 | 130.678358297432 |
| 2001-03-01 | 130.363073846407 |
| 2001-04-01 | 132.177711146810 |
| 2001-05-01 | 131.937976753575 |
| 2001-06-01 | 132.564649248479 |
| 2001-07-01 | 131.262044004418 |
| 2001-08-01 | 131.916436414641 |
| 2001-09-01 | 132.101239401174 |
| 2001-10-01 | 132.003187352117 |
| 2001-11-01 | 132.010296154216 |
| 2001-12-01 | 132.547461530497 |
| 2002-01-01 | 132.720442609555 |
| 2002-02-01 | 132.811822432288 |
| 2002-03-01 | 133.030049368370 |
| 2002-04-01 | 132.464576481256 |
| 2002-05-01 | 132.363149436298 |
| 2002-06-01 | 132.505974160510 |
| 2002-07-01 | 132.032947347504 |
| 2002-08-01 | 133.042830970586 |
| 2002-09-01 | 133.405875101263 |
| 2002-10-01 | 133.157829492537 |
| 2002-11-01 | 133.044122602409 |
| 2002-12-01 | 133.085082587841 |
| 2003-01-01 | 132.379356092443 |
| 2003-02-01 | 131.803791932376 |
| 2003-03-01 | 131.146257811440 |
| 2003-04-01 | 131.162135566505 |
| 2003-05-01 | 130.826293673411 |
| 2003-06-01 | 129.870658006160 |
| 2003-07-01 | 129.125843818575 |
| 2003-08-01 | 128.291041381683 |
| 2003-09-01 | 129.277906372431 |
| 2003-10-01 | 129.522440507046 |
| 2003-11-01 | 129.149942289428 |
| 2003-12-01 | 129.376444265712 |
| 2004-01-01 | 128.583935194964 |
| 2004-02-01 | 128.266041447918 |
| 2004-03-01 | 128.829659570403 |
| 2004-04-01 | 129.177534875547 |
| 2004-05-01 | 129.299717420250 |
| 2004-06-01 | 129.636046239502 |
| 2004-07-01 | 129.589227307269 |
| 2004-08-01 | 129.404318897511 |
| 2004-09-01 | 128.583386879419 |
| 2004-10-01 | 127.965536777100 |
| 2004-11-01 | 128.567734084822 |
| 2004-12-01 | 128.287646050004 |
| 2005-01-01 | 128.855848520284 |
| 2005-02-01 | 129.367996082700 |
| 2005-03-01 | 129.151034459392 |
| 2005-04-01 | 130.330284362150 |
| 2005-05-01 | 129.936159985682 |
| 2005-06-01 | 129.909994686490 |
| 2005-07-01 | 130.771580933053 |
| 2005-08-01 | 131.033966132854 |
| 2005-09-01 | 131.587373593659 |
| 2005-10-01 | 131.361135049366 |
| 2005-11-01 | 131.758322522366 |
| 2005-12-01 | 131.822733923568 |
| 2006-01-01 | 132.437326493114 |
| 2006-02-01 | 132.546017628074 |
| 2006-03-01 | 132.876437211963 |
| 2006-04-01 | 132.560783730561 |
| 2006-05-01 | 131.956770594494 |
| 2006-06-01 | 133.305861287780 |
| 2006-07-01 | 133.726466973026 |
| 2006-08-01 | 133.325479760158 |
| 2006-09-01 | 133.514639617580 |
| 2006-10-01 | 134.110933251586 |
| 2006-11-01 | 134.459073384298 |
| 2006-12-01 | 134.737845426880 |
| 2007-01-01 | 134.954548459230 |
| 2007-02-01 | 134.626222067897 |
| 2007-03-01 | 135.307842783249 |
| 2007-04-01 | 135.149504820059 |
| 2007-05-01 | 135.260417610765 |
| 2007-06-01 | 135.736340440813 |
| 2007-07-01 | 135.718427285276 |
| 2007-08-01 | 135.650574518641 |
| 2007-09-01 | 135.208342271981 |
| 2007-10-01 | 135.511438971932 |
| 2007-11-01 | 135.442989637016 |
| 2007-12-01 | 135.510781482996 |
| 2008-01-01 | 135.841391558647 |
| 2008-02-01 | 135.951020267632 |
| 2008-03-01 | 135.588112441430 |
| 2008-04-01 | 135.144373848453 |
| 2008-05-01 | 135.157894331001 |
| 2008-06-01 | 135.015198626848 |
| 2008-07-01 | 134.512808507007 |
| 2008-08-01 | 135.221134922598 |
| 2008-09-01 | 135.252962645470 |
| 2008-10-01 | 135.028856135089 |
| 2008-11-01 | 134.551741841130 |
| 2008-12-01 | 134.296509479136 |
| 2009-01-01 | 133.383232622025 |
| 2009-02-01 | 132.898102890779 |
| 2009-03-01 | 132.159336857958 |
| 2009-04-01 | 131.595398069367 |
| 2009-05-01 | 131.442315944573 |
| 2009-06-01 | 131.670044247510 |
| 2009-07-01 | 130.259071056925 |
| 2009-08-01 | 129.883447444551 |
| 2009-09-01 | 130.394108716995 |
| 2009-10-01 | 130.214505948854 |
| 2009-11-01 | 130.269381327569 |
| 2009-12-01 | 130.181306418516 |
| 2010-01-01 | 130.265918790189 |
| 2010-02-01 | 129.630545948447 |
| 2010-03-01 | 130.113045607160 |
| 2010-04-01 | 131.444217902083 |
| 2010-05-01 | 131.958655887408 |
| 2010-06-01 | 132.081466059269 |
| 2010-07-01 | 131.247959381538 |
| 2010-08-01 | 130.177133587880 |
| 2010-09-01 | 130.000112942598 |
| 2010-10-01 | 131.374160193877 |
| 2010-11-01 | 130.899353588582 |
| 2010-12-01 | 130.783947309965 |
| 2011-01-01 | 130.805860445032 |
| 2011-02-01 | 131.082877952823 |
| 2011-03-01 | 131.153450117794 |
| 2011-04-01 | 131.509389597715 |
| 2011-05-01 | 130.960011111867 |
| 2011-06-01 | 131.708734235337 |
| 2011-07-01 | 132.021366162827 |
| 2011-08-01 | 132.678847626688 |
| 2011-09-01 | 132.353626424128 |
| 2011-10-01 | 131.953753860112 |
| 2011-11-01 | 131.997172534125 |
| 2011-12-01 | 132.028349649345 |
| 2012-01-01 | 132.486973852238 |
| 2012-02-01 | 132.541713550702 |
| 2012-03-01 | 133.204173691271 |
| 2012-04-01 | 132.730794731975 |
| 2012-05-01 | 133.103932956477 |
| 2012-06-01 | 132.724516601175 |
| 2012-07-01 | 133.308649670815 |
| 2012-08-01 | 133.973718877338 |
| 2012-09-01 | 133.521961397617 |
| 2012-10-01 | 133.527759912185 |
| 2012-11-01 | 133.790702074350 |
| 2012-12-01 | 134.050334861774 |
| 2013-01-01 | 133.695694493346 |
| 2013-02-01 | 134.405866699483 |
| 2013-03-01 | 134.366989022292 |
| 2013-04-01 | 134.180003081274 |
| 2013-05-01 | 134.325849478776 |
| 2013-06-01 | 133.935260889682 |
| 2013-07-01 | 134.957544290548 |
| 2013-08-01 | 135.120160047418 |
| 2013-09-01 | 135.326205472272 |
| 2013-10-01 | 135.445224421555 |
| 2013-11-01 | 135.536703432062 |
| 2013-12-01 | 135.627611253821 |
| 2014-01-01 | 135.911591737510 |
| 2014-02-01 | 135.243623951025 |
| 2014-03-01 | 135.763376835811 |
| 2014-04-01 | 136.178030478696 |
| 2014-05-01 | 136.138612979563 |
| 2014-06-01 | 136.284350385109 |
| 2014-07-01 | 135.815777109075 |
| 2014-08-01 | 135.743462088330 |
| 2014-09-01 | 136.056610880545 |
| 2014-10-01 | 135.605352741041 |
| 2014-11-01 | 135.880307999794 |
| 2014-12-01 | 136.399785582482 |
| 2015-01-01 | 135.920651110472 |
| 2015-02-01 | 135.624199188835 |
| 2015-03-01 | 135.389769886240 |
| 2015-04-01 | 135.539814652009 |
| 2015-05-01 | 135.904978563597 |
| 2015-06-01 | 135.671771311996 |
| 2015-07-01 | 136.074381211759 |
| 2015-08-01 | 136.421862303538 |
| 2015-09-01 | 136.540371207337 |
| 2015-10-01 | 136.820545952292 |
| 2015-11-01 | 136.851359758933 |
| 2015-12-01 | 137.088943832306 |
| 2016-01-01 | 137.051949573265 |
| 2016-02-01 | 136.472082487845 |
| 2016-03-01 | 137.198577435224 |
| 2016-04-01 | 137.402742525660 |
| 2016-05-01 | 136.898968334871 |
| 2016-06-01 | 137.056427249222 |
| 2016-07-01 | 136.988378977626 |
| 2016-08-01 | 136.846607903502 |
| 2016-09-01 | 136.840463830113 |
| 2016-10-01 | 136.938399779443 |
| 2016-11-01 | 137.093284788582 |
| 2016-12-01 | 136.511021659423 |
| 2017-01-01 | 136.075198631307 |
| 2017-02-01 | 136.710031507397 |
| 2017-03-01 | 136.565316142563 |
| 2017-04-01 | 136.162289197106 |
| 2017-05-01 | 136.524604505508 |
| 2017-06-01 | 136.560226323919 |
| 2017-07-01 | 136.584292563747 |
| 2017-08-01 | 136.428891864927 |
| 2017-09-01 | 136.632681651004 |
| 2017-10-01 | 136.753235401490 |
| 2017-11-01 | 137.039741942062 |
| 2017-12-01 | 137.549068253892 |
| 2018-01-01 | 137.237163681342 |
| 2018-02-01 | 137.093167732694 |
| 2018-03-01 | 137.421807768297 |
| 2018-04-01 | 137.689819930746 |
| 2018-05-01 | 137.985791248282 |
| 2018-06-01 | 137.982500781082 |
| 2018-07-01 | 137.725244637581 |
| 2018-08-01 | 137.059153036122 |
| 2018-09-01 | 138.103287612963 |
| 2018-10-01 | 138.297377302353 |
| 2018-11-01 | 137.882604795130 |
| 2018-12-01 | 137.360254016793 |
| 2019-01-01 | 138.324473246756 |
| 2019-02-01 | 138.486399411532 |
| 2019-03-01 | 138.713332400620 |
| 2019-04-01 | 138.914873968402 |
| 2019-05-01 | 138.574365119313 |
| 2019-06-01 | 138.387084644251 |
| 2019-07-01 | 138.351098180616 |
| 2019-08-01 | 138.802292150427 |
| 2019-09-01 | 137.810202134541 |
| 2019-10-01 | 137.768681239619 |
| 2019-11-01 | 137.703146471223 |
| 2019-12-01 | 137.763159612236 |
| 2020-01-01 | 138.659800618183 |
| 2020-02-01 | 139.164948396248 |
| 2020-03-01 | 138.505952408097 |
| 2020-04-01 | 122.453054546062 |
| 2020-05-01 | 122.679782953660 |
| 2020-06-01 | 125.876592461794 |
| 2020-07-01 | 128.867805825582 |
| 2020-08-01 | 130.431827961661 |
| 2020-09-01 | 131.107325774937 |
| 2020-10-01 | 131.788517719469 |
| 2020-11-01 | 132.088361644189 |
| 2020-12-01 | 132.256904859816 |
| 2021-01-01 | 132.532527139371 |
| 2021-02-01 | 132.658781168982 |
| 2021-03-01 | 132.794762435598 |
| 2021-04-01 | 132.641387692502 |
| 2021-05-01 | 133.277714972274 |
| 2021-06-01 | 133.434403667141 |
| 2021-07-01 | 133.998824849964 |
| 2021-08-01 | 134.451983912219 |
| 2021-09-01 | 133.581441597610 |
| 2021-10-01 | 134.420719238337 |
| 2021-11-01 | 134.626785288211 |
| 2021-12-01 | 134.950082906151 |
| 2022-01-01 | 134.723289798578 |
| 2022-02-01 | 135.297475074517 |
| 2022-03-01 | 135.347626981046 |
| 2022-04-01 | 135.944969484146 |
| 2022-05-01 | 136.112996133156 |
| 2022-06-01 | 136.516420452965 |
| 2022-07-01 | 137.184818731148 |
| 2022-08-01 | 137.011270460446 |
| 2022-09-01 | 137.594410306022 |
| 2022-10-01 | 136.782794956861 |
| 2022-11-01 | 137.647159677926 |
| 2022-12-01 | 137.904571048535 |
| 2023-01-01 | 137.976482392245 |
| 2023-02-01 | 138.412441343497 |
| 2023-03-01 | 138.426454950363 |
| 2023-04-01 | 138.321163625141 |
| 2023-05-01 | 138.175008417478 |
| 2023-06-01 | 139.648406154672 |
| 2023-07-01 | 138.510721003138 |
| 2023-08-01 | 139.129140107491 |
| 2023-09-01 | 139.008538039874 |
| 2023-10-01 | 139.235913259746 |
| 2023-11-01 | 139.598498266590 |
| 2023-12-01 | 139.556605049930 |
| 2024-01-01 | 139.576155868505 |
| 2024-02-01 | 140.372832182534 |
| 2024-03-01 | 141.291125799591 |
| 2024-04-01 | 140.903372936987 |
| 2024-05-01 | 140.706480293331 |
| 2024-06-01 | 140.451166362259 |
| 2024-07-01 | 140.986299548436 |
| 2024-08-01 | 140.411489099255 |
| 2024-09-01 | 140.960673104788 |
| 2024-10-01 | 140.882833409694 |
| 2024-11-01 | 141.060986458571 |
| 2024-12-01 | 141.220415629669 |
| 2025-01-01 | 141.423695199378 |
| 2025-02-01 | 141.341577915838 |
| 2025-03-01 | 141.886928381414 |
| 2025-04-01 | 141.682986571891 |
| 2025-05-01 | 142.027695180411 |
| 2025-06-01 | 142.190574071206 |
| 2025-07-01 | 141.642552101788 |
| 2025-08-01 | 141.893384107041 |
| 2025-09-01 | 141.893708602344 |
| 2025-10-01 | 142.203246025034 |
| 2025-11-01 | 142.337421243243 |
| 2025-12-01 | 142.689759687127 |
| 2026-01-01 | 142.560669651002 |
| 2026-02-01 | 141.608529392853 |
| 2026-03-01 | 141.678210909478 |
| 2026-04-01 | 142.002330419125 |
| 2026-05-01 | 142.362353182439 |