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 2026-04-01 |
| Last Updated | 2026-05-26 12:44 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 | 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 | 107.508778010250 |
| 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 | 119.815185404703 |
| 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 | 121.593608339197 |
| 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 | 122.713955291261 |
| 1998-01-01 | 122.534985909707 |
| 1998-02-01 | 122.775380160612 |
| 1998-03-01 | 122.432606252642 |
| 1998-04-01 | 123.798227733033 |
| 1998-05-01 | 124.087176747544 |
| 1998-06-01 | 123.792439389972 |
| 1998-07-01 | 124.628585435274 |
| 1998-08-01 | 124.847204972009 |
| 1998-09-01 | 124.897750171659 |
| 1998-10-01 | 125.565745350806 |
| 1998-11-01 | 125.853518919710 |
| 1998-12-01 | 125.986428233585 |
| 1999-01-01 | 126.220377197695 |
| 1999-02-01 | 126.415584476958 |
| 1999-03-01 | 126.529120056712 |
| 1999-04-01 | 126.175891696209 |
| 1999-05-01 | 126.550042125372 |
| 1999-06-01 | 126.611277194731 |
| 1999-07-01 | 126.957035382640 |
| 1999-08-01 | 126.555631067055 |
| 1999-09-01 | 127.015440076905 |
| 1999-10-01 | 126.935342773765 |
| 1999-11-01 | 127.170713546795 |
| 1999-12-01 | 127.683185788523 |
| 2000-01-01 | 127.969135059828 |
| 2000-02-01 | 128.548396067479 |
| 2000-03-01 | 129.435948857549 |
| 2000-04-01 | 128.852153879023 |
| 2000-05-01 | 128.982687496679 |
| 2000-06-01 | 129.394239358131 |
| 2000-07-01 | 129.855677419733 |
| 2000-08-01 | 130.312974897908 |
| 2000-09-01 | 130.322437398613 |
| 2000-10-01 | 130.708973057965 |
| 2000-11-01 | 130.811043881788 |
| 2000-12-01 | 130.235184040096 |
| 2001-01-01 | 130.512443018353 |
| 2001-02-01 | 130.678358297440 |
| 2001-03-01 | 130.363073846374 |
| 2001-04-01 | 132.177711146784 |
| 2001-05-01 | 131.937976753548 |
| 2001-06-01 | 132.564649248473 |
| 2001-07-01 | 131.262044004450 |
| 2001-08-01 | 131.916436414657 |
| 2001-09-01 | 132.101239401183 |
| 2001-10-01 | 132.003187352221 |
| 2001-11-01 | 132.010296154220 |
| 2001-12-01 | 132.547461530484 |
| 2002-01-01 | 132.720442609515 |
| 2002-02-01 | 132.811822432296 |
| 2002-03-01 | 133.030049368311 |
| 2002-04-01 | 132.464576481036 |
| 2002-05-01 | 132.363149436302 |
| 2002-06-01 | 132.505974160561 |
| 2002-07-01 | 132.032947347608 |
| 2002-08-01 | 133.042830970681 |
| 2002-09-01 | 133.405875101343 |
| 2002-10-01 | 133.157829492785 |
| 2002-11-01 | 133.044122602429 |
| 2002-12-01 | 133.085082587800 |
| 2003-01-01 | 132.379356092270 |
| 2003-02-01 | 131.803791932187 |
| 2003-03-01 | 131.146257811134 |
| 2003-04-01 | 131.162135565878 |
| 2003-05-01 | 130.826293673447 |
| 2003-06-01 | 129.870658006181 |
| 2003-07-01 | 129.125843819918 |
| 2003-08-01 | 128.291041381926 |
| 2003-09-01 | 129.277906372672 |
| 2003-10-01 | 129.522440507476 |
| 2003-11-01 | 129.149942289378 |
| 2003-12-01 | 129.376444265331 |
| 2004-01-01 | 128.583935194119 |
| 2004-02-01 | 128.266041446862 |
| 2004-03-01 | 128.829659569287 |
| 2004-04-01 | 129.177534874264 |
| 2004-05-01 | 129.299717420542 |
| 2004-06-01 | 129.636046240270 |
| 2004-07-01 | 129.589227311119 |
| 2004-08-01 | 129.404318899465 |
| 2004-09-01 | 128.583386881160 |
| 2004-10-01 | 127.965536778077 |
| 2004-11-01 | 128.567734083784 |
| 2004-12-01 | 128.287646046683 |
| 2005-01-01 | 128.855848515055 |
| 2005-02-01 | 129.367996077742 |
| 2005-03-01 | 129.151034456891 |
| 2005-04-01 | 130.330284362282 |
| 2005-05-01 | 129.936159989303 |
| 2005-06-01 | 129.909994690521 |
| 2005-07-01 | 130.771580950822 |
| 2005-08-01 | 131.033966134847 |
| 2005-09-01 | 131.587373593454 |
| 2005-10-01 | 131.361135046601 |
| 2005-11-01 | 131.758322516008 |
| 2005-12-01 | 131.822733912362 |
| 2006-01-01 | 132.437326478983 |
| 2006-02-01 | 132.546017617859 |
| 2006-03-01 | 132.876437210689 |
| 2006-04-01 | 132.560783737484 |
| 2006-05-01 | 131.956770606223 |
| 2006-06-01 | 133.305861321150 |
| 2006-07-01 | 133.726466998350 |
| 2006-08-01 | 133.325479752458 |
| 2006-09-01 | 133.514639604936 |
| 2006-10-01 | 134.110933237497 |
| 2006-11-01 | 134.459073371168 |
| 2006-12-01 | 134.737845411188 |
| 2007-01-01 | 134.954548442495 |
| 2007-02-01 | 134.626222025523 |
| 2007-03-01 | 135.307842775037 |
| 2007-04-01 | 135.149504834183 |
| 2007-05-01 | 135.260417657840 |
| 2007-06-01 | 135.736340627939 |
| 2007-07-01 | 135.718427309867 |
| 2007-08-01 | 135.650574388896 |
| 2007-09-01 | 135.208342188511 |
| 2007-10-01 | 135.511438953131 |
| 2007-11-01 | 135.442989626542 |
| 2007-12-01 | 135.510781472080 |
| 2008-01-01 | 135.841391548709 |
| 2008-02-01 | 135.951020207333 |
| 2008-03-01 | 135.588112449749 |
| 2008-04-01 | 135.144373902498 |
| 2008-05-01 | 135.157894454455 |
| 2008-06-01 | 135.015199008604 |
| 2008-07-01 | 134.512808547862 |
| 2008-08-01 | 135.221134459180 |
| 2008-09-01 | 135.252962463078 |
| 2008-10-01 | 135.028856077564 |
| 2008-11-01 | 134.551741819857 |
| 2008-12-01 | 134.296509497672 |
| 2009-01-01 | 133.383232680099 |
| 2009-02-01 | 132.898102893265 |
| 2009-03-01 | 132.159336961774 |
| 2009-04-01 | 131.595398222129 |
| 2009-05-01 | 131.442316181138 |
| 2009-06-01 | 131.670044819589 |
| 2009-07-01 | 130.259071125477 |
| 2009-08-01 | 129.883446305296 |
| 2009-09-01 | 130.394108391859 |
| 2009-10-01 | 130.214505801125 |
| 2009-11-01 | 130.269381277319 |
| 2009-12-01 | 130.181306512401 |
| 2010-01-01 | 130.265919029334 |
| 2010-02-01 | 129.630546187545 |
| 2010-03-01 | 130.113045936680 |
| 2010-04-01 | 131.444218219004 |
| 2010-05-01 | 131.958656210041 |
| 2010-06-01 | 132.081466721131 |
| 2010-07-01 | 131.247959445790 |
| 2010-08-01 | 130.177131777598 |
| 2010-09-01 | 130.000112323826 |
| 2010-10-01 | 131.374159694579 |
| 2010-11-01 | 130.899353117582 |
| 2010-12-01 | 130.783946956836 |
| 2011-01-01 | 130.805860308902 |
| 2011-02-01 | 131.082882106498 |
| 2011-03-01 | 131.153450432205 |
| 2011-04-01 | 131.509389982521 |
| 2011-05-01 | 130.960011306039 |
| 2011-06-01 | 131.708734418965 |
| 2011-07-01 | 132.021365060229 |
| 2011-08-01 | 132.678843906142 |
| 2011-09-01 | 132.353624391270 |
| 2011-10-01 | 131.953752730310 |
| 2011-11-01 | 131.997172496035 |
| 2011-12-01 | 132.028350056761 |
| 2012-01-01 | 132.486975479198 |
| 2012-02-01 | 132.541723453011 |
| 2012-03-01 | 133.204174938744 |
| 2012-04-01 | 132.730795059884 |
| 2012-05-01 | 133.103931816042 |
| 2012-06-01 | 132.724514388256 |
| 2012-07-01 | 133.308645088837 |
| 2012-08-01 | 133.973711365880 |
| 2012-09-01 | 133.521956387356 |
| 2012-10-01 | 133.527758044821 |
| 2012-11-01 | 133.790704053126 |
| 2012-12-01 | 134.050338746584 |
| 2013-01-01 | 133.695700647079 |
| 2013-02-01 | 134.405885689026 |
| 2013-03-01 | 134.366991303666 |
| 2013-04-01 | 134.180002474912 |
| 2013-05-01 | 134.325845647102 |
| 2013-06-01 | 133.935255762996 |
| 2013-07-01 | 134.957535106469 |
| 2013-08-01 | 135.120145741116 |
| 2013-09-01 | 135.326192403180 |
| 2013-10-01 | 135.445211723034 |
| 2013-11-01 | 135.536718481938 |
| 2013-12-01 | 135.627597950631 |
| 2014-01-01 | 135.911676780216 |
| 2014-02-01 | 135.243626754099 |
| 2014-03-01 | 135.763362295441 |
| 2014-04-01 | 136.178015664539 |
| 2014-05-01 | 136.138598427141 |
| 2014-06-01 | 136.284338791630 |
| 2014-07-01 | 135.815765720115 |
| 2014-08-01 | 135.743448748079 |
| 2014-09-01 | 136.056599271151 |
| 2014-10-01 | 135.605341160939 |
| 2014-11-01 | 135.880350163070 |
| 2014-12-01 | 136.399740191051 |
| 2015-01-01 | 135.920826097096 |
| 2015-02-01 | 135.624187349449 |
| 2015-03-01 | 135.389728363397 |
| 2015-04-01 | 135.539766566749 |
| 2015-05-01 | 135.904930933575 |
| 2015-06-01 | 135.671733803337 |
| 2015-07-01 | 136.074356874713 |
| 2015-08-01 | 136.421889519448 |
| 2015-09-01 | 136.540373680276 |
| 2015-10-01 | 136.820557777507 |
| 2015-11-01 | 136.851457241936 |
| 2015-12-01 | 137.088864661534 |
| 2016-01-01 | 137.052237654806 |
| 2016-02-01 | 136.472053209110 |
| 2016-03-01 | 137.198485751132 |
| 2016-04-01 | 137.402617965343 |
| 2016-05-01 | 136.898826547180 |
| 2016-06-01 | 137.056290196556 |
| 2016-07-01 | 136.988270606708 |
| 2016-08-01 | 136.846934388461 |
| 2016-09-01 | 136.840448985428 |
| 2016-10-01 | 136.938436710162 |
| 2016-11-01 | 137.093461979821 |
| 2016-12-01 | 136.511007442830 |
| 2017-01-01 | 136.075494458560 |
| 2017-02-01 | 136.709925147781 |
| 2017-03-01 | 136.565432801966 |
| 2017-04-01 | 136.161881055298 |
| 2017-05-01 | 136.524213856243 |
| 2017-06-01 | 136.559923929998 |
| 2017-07-01 | 136.584133950166 |
| 2017-08-01 | 136.429603948513 |
| 2017-09-01 | 136.632723763599 |
| 2017-10-01 | 136.753351873194 |
| 2017-11-01 | 137.040022210256 |
| 2017-12-01 | 137.549143908243 |
| 2018-01-01 | 137.237456994996 |
| 2018-02-01 | 137.092984547744 |
| 2018-03-01 | 137.422147754515 |
| 2018-04-01 | 137.688849303161 |
| 2018-05-01 | 137.985172753757 |
| 2018-06-01 | 137.982029266054 |
| 2018-07-01 | 137.725002263968 |
| 2018-08-01 | 137.060420439405 |
| 2018-09-01 | 138.103647141285 |
| 2018-10-01 | 138.297509231813 |
| 2018-11-01 | 137.882900916245 |
| 2018-12-01 | 137.360397559128 |
| 2019-01-01 | 138.324611801742 |
| 2019-02-01 | 138.486101668753 |
| 2019-03-01 | 138.713894067522 |
| 2019-04-01 | 138.913363168850 |
| 2019-05-01 | 138.573559053170 |
| 2019-06-01 | 138.386503664162 |
| 2019-07-01 | 138.351022568220 |
| 2019-08-01 | 138.803829707083 |
| 2019-09-01 | 137.810871375454 |
| 2019-10-01 | 137.769126906726 |
| 2019-11-01 | 137.703358436139 |
| 2019-12-01 | 137.763236788397 |
| 2020-01-01 | 138.659709895541 |
| 2020-02-01 | 139.164502606238 |
| 2020-03-01 | 138.506337878031 |
| 2020-04-01 | 122.451021471548 |
| 2020-05-01 | 122.678726673717 |
| 2020-06-01 | 125.876678855786 |
| 2020-07-01 | 128.867820734702 |
| 2020-08-01 | 130.433655697902 |
| 2020-09-01 | 131.108516622075 |
| 2020-10-01 | 131.789564031339 |
| 2020-11-01 | 132.088668103258 |
| 2020-12-01 | 132.256881007867 |
| 2021-01-01 | 132.531268552842 |
| 2021-02-01 | 132.657622457098 |
| 2021-03-01 | 132.794321487812 |
| 2021-04-01 | 132.638819766347 |
| 2021-05-01 | 133.276497343048 |
| 2021-06-01 | 133.435722400392 |
| 2021-07-01 | 133.999867309851 |
| 2021-08-01 | 134.454388476742 |
| 2021-09-01 | 133.583852562067 |
| 2021-10-01 | 134.423082939631 |
| 2021-11-01 | 134.627337866842 |
| 2021-12-01 | 134.949353541281 |
| 2022-01-01 | 134.719851492962 |
| 2022-02-01 | 135.294253601307 |
| 2022-03-01 | 135.344839365084 |
| 2022-04-01 | 135.941364111901 |
| 2022-05-01 | 136.111760971663 |
| 2022-06-01 | 136.519691635061 |
| 2022-07-01 | 137.187791542545 |
| 2022-08-01 | 137.015555670605 |
| 2022-09-01 | 137.599516291100 |
| 2022-10-01 | 136.788226140905 |
| 2022-11-01 | 137.650699119771 |
| 2022-12-01 | 137.901476423971 |
| 2023-01-01 | 137.969649320457 |
| 2023-02-01 | 138.402904844799 |
| 2023-03-01 | 138.420657515266 |
| 2023-04-01 | 138.302820644274 |
| 2023-05-01 | 138.184970529703 |
| 2023-06-01 | 139.657071377997 |
| 2023-07-01 | 138.518011095638 |
| 2023-08-01 | 139.136286238310 |
| 2023-09-01 | 139.016699064300 |
| 2023-10-01 | 139.244531430307 |
| 2023-11-01 | 139.604411558868 |
| 2023-12-01 | 139.550076524027 |
| 2024-01-01 | 139.565238773010 |
| 2024-02-01 | 140.355334528354 |
| 2024-03-01 | 141.280306699005 |
| 2024-04-01 | 140.864155111926 |
| 2024-05-01 | 140.737265939395 |
| 2024-06-01 | 140.466039590526 |
| 2024-07-01 | 140.997712555136 |
| 2024-08-01 | 140.421704569683 |
| 2024-09-01 | 140.971564320266 |
| 2024-10-01 | 140.894064751678 |
| 2024-11-01 | 141.069373815002 |
| 2024-12-01 | 141.209863404424 |
| 2025-01-01 | 141.408243385180 |
| 2025-02-01 | 141.315060869321 |
| 2025-03-01 | 141.871048737488 |
| 2025-04-01 | 141.617826581222 |
| 2025-05-01 | 142.089544411457 |
| 2025-06-01 | 142.211342281352 |
| 2025-07-01 | 141.657685361928 |
| 2025-08-01 | 141.905680370703 |
| 2025-09-01 | 141.906011939504 |
| 2025-10-01 | 142.214979179592 |
| 2025-11-01 | 142.345570718812 |
| 2025-12-01 | 142.675869899408 |
| 2026-01-01 | 142.541517177271 |
| 2026-02-01 | 141.575661897144 |
| 2026-03-01 | 141.657318882942 |
| 2026-04-01 | 142.119994089370 |