Table Data - All Employees: Professional and Business Services in Roanoke, VA (MSA)
| Title | All Employees: Professional and Business Services in Roanoke, VA (MSA) |
|---|---|
| Series ID | ROAN251PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:51 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 | 14.3788795306 |
| 1990-02-01 | 14.5799530790 |
| 1990-03-01 | 14.4353108162 |
| 1990-04-01 | 14.5941336904 |
| 1990-05-01 | 14.7310550481 |
| 1990-06-01 | 14.7168415565 |
| 1990-07-01 | 14.6415993054 |
| 1990-08-01 | 14.5442415956 |
| 1990-09-01 | 14.4562258546 |
| 1990-10-01 | 14.3340139420 |
| 1990-11-01 | 14.1067706953 |
| 1990-12-01 | 14.1971177099 |
| 1991-01-01 | 14.1671123843 |
| 1991-02-01 | 14.1788940576 |
| 1991-03-01 | 14.2221906193 |
| 1991-04-01 | 14.3966931696 |
| 1991-05-01 | 14.4285436614 |
| 1991-06-01 | 14.7122227556 |
| 1991-07-01 | 14.2376810967 |
| 1991-08-01 | 14.2505653231 |
| 1991-09-01 | 14.1683344640 |
| 1991-10-01 | 14.7420764866 |
| 1991-11-01 | 14.6266726609 |
| 1991-12-01 | 14.6076625921 |
| 1992-01-01 | 14.1630826972 |
| 1992-02-01 | 14.3696363748 |
| 1992-03-01 | 14.5832893021 |
| 1992-04-01 | 14.4867080548 |
| 1992-05-01 | 14.4123180496 |
| 1992-06-01 | 14.6054743865 |
| 1992-07-01 | 14.9378700927 |
| 1992-08-01 | 15.1648571180 |
| 1992-09-01 | 15.3034301210 |
| 1992-10-01 | 15.2725161003 |
| 1992-11-01 | 15.2496095027 |
| 1992-12-01 | 15.3020079414 |
| 1993-01-01 | 15.5563503296 |
| 1993-02-01 | 15.6535197675 |
| 1993-03-01 | 15.5443422323 |
| 1993-04-01 | 15.5704193008 |
| 1993-05-01 | 15.6044356490 |
| 1993-06-01 | 15.7049327801 |
| 1993-07-01 | 15.7280744576 |
| 1993-08-01 | 15.7482809332 |
| 1993-09-01 | 16.0361218393 |
| 1993-10-01 | 16.2243215402 |
| 1993-11-01 | 16.5886521386 |
| 1993-12-01 | 16.3969873391 |
| 1994-01-01 | 16.6615171489 |
| 1994-02-01 | 16.5345127984 |
| 1994-03-01 | 16.8218957118 |
| 1994-04-01 | 16.8284079780 |
| 1994-05-01 | 17.0890666492 |
| 1994-06-01 | 17.2879625361 |
| 1994-07-01 | 17.5201266795 |
| 1994-08-01 | 17.6404028719 |
| 1994-09-01 | 17.7824217817 |
| 1994-10-01 | 17.9952047428 |
| 1994-11-01 | 17.6875109300 |
| 1994-12-01 | 17.5761955775 |
| 1995-01-01 | 18.1724680686 |
| 1995-02-01 | 18.7244475799 |
| 1995-03-01 | 18.9235996996 |
| 1995-04-01 | 19.4058286372 |
| 1995-05-01 | 19.3003229921 |
| 1995-06-01 | 18.9638755327 |
| 1995-07-01 | 18.7946669623 |
| 1995-08-01 | 18.6918828038 |
| 1995-09-01 | 18.7111249425 |
| 1995-10-01 | 18.8450477518 |
| 1995-11-01 | 18.9909899571 |
| 1995-12-01 | 19.4672264087 |
| 1996-01-01 | 18.7217629496 |
| 1996-02-01 | 19.5252211739 |
| 1996-03-01 | 19.3270384101 |
| 1996-04-01 | 19.4929942763 |
| 1996-05-01 | 19.4097664474 |
| 1996-06-01 | 19.4354276883 |
| 1996-07-01 | 19.1575442787 |
| 1996-08-01 | 19.8473678969 |
| 1996-09-01 | 19.7438299076 |
| 1996-10-01 | 19.5642666336 |
| 1996-11-01 | 19.7639392276 |
| 1996-12-01 | 19.6485651563 |
| 1997-01-01 | 19.6779718441 |
| 1997-02-01 | 19.4571199387 |
| 1997-03-01 | 19.6304190003 |
| 1997-04-01 | 20.0171793680 |
| 1997-05-01 | 20.2643101889 |
| 1997-06-01 | 20.0382015957 |
| 1997-07-01 | 19.3935484262 |
| 1997-08-01 | 19.8471134709 |
| 1997-09-01 | 20.0243950172 |
| 1997-10-01 | 19.9332977731 |
| 1997-11-01 | 20.2432696378 |
| 1997-12-01 | 20.1693214593 |
| 1998-01-01 | 20.2625058783 |
| 1998-02-01 | 20.4309981455 |
| 1998-03-01 | 19.5379890836 |
| 1998-04-01 | 20.1398081101 |
| 1998-05-01 | 20.2068731567 |
| 1998-06-01 | 20.4445130176 |
| 1998-07-01 | 20.3200637166 |
| 1998-08-01 | 20.4579502820 |
| 1998-09-01 | 20.1761374721 |
| 1998-10-01 | 20.5722455959 |
| 1998-11-01 | 20.6212245188 |
| 1998-12-01 | 20.7027195729 |
| 1999-01-01 | 20.7514564219 |
| 1999-02-01 | 21.0156402480 |
| 1999-03-01 | 21.0515759611 |
| 1999-04-01 | 20.8854238963 |
| 1999-05-01 | 21.0487212519 |
| 1999-06-01 | 20.9605517838 |
| 1999-07-01 | 21.0555166554 |
| 1999-08-01 | 20.8396717177 |
| 1999-09-01 | 20.7942060215 |
| 1999-10-01 | 21.1008758605 |
| 1999-11-01 | 21.0315338811 |
| 1999-12-01 | 21.1309728441 |
| 2000-01-01 | 21.1527495057 |
| 2000-02-01 | 21.0965204979 |
| 2000-03-01 | 21.3792326446 |
| 2000-04-01 | 21.3242674114 |
| 2000-05-01 | 21.2433266230 |
| 2000-06-01 | 21.2674567357 |
| 2000-07-01 | 21.5102532192 |
| 2000-08-01 | 21.5688537225 |
| 2000-09-01 | 21.6242960378 |
| 2000-10-01 | 21.3444529334 |
| 2000-11-01 | 20.6542250008 |
| 2000-12-01 | 20.8258457595 |
| 2001-01-01 | 20.7984307230 |
| 2001-02-01 | 20.6549441956 |
| 2001-03-01 | 20.4307621487 |
| 2001-04-01 | 20.9797256120 |
| 2001-05-01 | 20.8385709627 |
| 2001-06-01 | 21.0744451118 |
| 2001-07-01 | 20.6904132955 |
| 2001-08-01 | 20.5927736949 |
| 2001-09-01 | 20.5433596278 |
| 2001-10-01 | 20.4332308598 |
| 2001-11-01 | 19.9743627000 |
| 2001-12-01 | 20.3209695241 |
| 2002-01-01 | 20.2947593349 |
| 2002-02-01 | 20.5899407393 |
| 2002-03-01 | 20.6879951562 |
| 2002-04-01 | 20.8223213101 |
| 2002-05-01 | 20.9365155133 |
| 2002-06-01 | 21.0688175913 |
| 2002-07-01 | 21.1980798001 |
| 2002-08-01 | 21.5665182568 |
| 2002-09-01 | 21.4782097952 |
| 2002-10-01 | 21.3389892043 |
| 2002-11-01 | 21.3898061204 |
| 2002-12-01 | 21.5157202152 |
| 2003-01-01 | 20.9449750799 |
| 2003-02-01 | 20.7689062731 |
| 2003-03-01 | 20.4159705171 |
| 2003-04-01 | 20.2903246155 |
| 2003-05-01 | 20.1616612746 |
| 2003-06-01 | 19.8662778509 |
| 2003-07-01 | 19.6314308879 |
| 2003-08-01 | 19.2524774414 |
| 2003-09-01 | 19.3331355438 |
| 2003-10-01 | 19.5550984630 |
| 2003-11-01 | 19.4789924341 |
| 2003-12-01 | 19.6204844486 |
| 2004-01-01 | 19.7821731689 |
| 2004-02-01 | 19.3195665717 |
| 2004-03-01 | 19.4054847440 |
| 2004-04-01 | 19.7554710096 |
| 2004-05-01 | 20.0900469655 |
| 2004-06-01 | 20.1737164200 |
| 2004-07-01 | 20.1892871626 |
| 2004-08-01 | 20.1799461277 |
| 2004-09-01 | 20.0318645009 |
| 2004-10-01 | 19.5350484877 |
| 2004-11-01 | 19.6340966097 |
| 2004-12-01 | 19.5216616827 |
| 2005-01-01 | 19.7212727503 |
| 2005-02-01 | 19.7765854682 |
| 2005-03-01 | 19.7683853099 |
| 2005-04-01 | 19.9136639375 |
| 2005-05-01 | 19.8300838679 |
| 2005-06-01 | 19.8984783463 |
| 2005-07-01 | 20.4685874444 |
| 2005-08-01 | 20.7881098991 |
| 2005-09-01 | 21.1378356872 |
| 2005-10-01 | 21.3020418197 |
| 2005-11-01 | 21.2642444332 |
| 2005-12-01 | 21.6320783979 |
| 2006-01-01 | 21.7993206847 |
| 2006-02-01 | 21.9392049090 |
| 2006-03-01 | 22.0206234170 |
| 2006-04-01 | 21.5333089121 |
| 2006-05-01 | 21.4541834923 |
| 2006-06-01 | 22.0334844875 |
| 2006-07-01 | 22.1744485257 |
| 2006-08-01 | 22.0111852547 |
| 2006-09-01 | 22.1583851988 |
| 2006-10-01 | 22.2467717142 |
| 2006-11-01 | 22.4836907765 |
| 2006-12-01 | 22.3241898632 |
| 2007-01-01 | 22.6064075950 |
| 2007-02-01 | 22.6236710583 |
| 2007-03-01 | 22.7848849645 |
| 2007-04-01 | 22.4187606687 |
| 2007-05-01 | 22.7544064985 |
| 2007-06-01 | 22.6677748162 |
| 2007-07-01 | 22.4684984610 |
| 2007-08-01 | 22.4403007812 |
| 2007-09-01 | 22.1924845330 |
| 2007-10-01 | 22.2051064554 |
| 2007-11-01 | 22.2067808836 |
| 2007-12-01 | 22.0125280374 |
| 2008-01-01 | 21.7321931537 |
| 2008-02-01 | 21.6226205210 |
| 2008-03-01 | 21.5635089302 |
| 2008-04-01 | 21.5695381362 |
| 2008-05-01 | 21.5180385733 |
| 2008-06-01 | 21.6822212562 |
| 2008-07-01 | 21.6383377741 |
| 2008-08-01 | 21.9979646192 |
| 2008-09-01 | 21.8386724228 |
| 2008-10-01 | 21.7846656547 |
| 2008-11-01 | 21.4630622679 |
| 2008-12-01 | 21.6046147523 |
| 2009-01-01 | 20.9430678218 |
| 2009-02-01 | 20.9377678977 |
| 2009-03-01 | 20.5606620066 |
| 2009-04-01 | 20.1984893759 |
| 2009-05-01 | 20.1567414710 |
| 2009-06-01 | 19.8742805020 |
| 2009-07-01 | 19.6633663940 |
| 2009-08-01 | 19.7499765940 |
| 2009-09-01 | 19.8793256924 |
| 2009-10-01 | 20.0119318369 |
| 2009-11-01 | 20.2703223457 |
| 2009-12-01 | 20.3280145324 |
| 2010-01-01 | 20.4461494838 |
| 2010-02-01 | 20.3280959944 |
| 2010-03-01 | 20.2502974424 |
| 2010-04-01 | 20.7210420528 |
| 2010-05-01 | 20.5816377689 |
| 2010-06-01 | 20.5495660316 |
| 2010-07-01 | 20.6599908411 |
| 2010-08-01 | 20.1166151654 |
| 2010-09-01 | 20.1221697689 |
| 2010-10-01 | 20.6582742782 |
| 2010-11-01 | 20.6096737821 |
| 2010-12-01 | 20.5626285922 |
| 2011-01-01 | 20.5296142481 |
| 2011-02-01 | 20.5128659279 |
| 2011-03-01 | 20.5465426889 |
| 2011-04-01 | 20.5476704022 |
| 2011-05-01 | 20.4084404473 |
| 2011-06-01 | 20.5153024038 |
| 2011-07-01 | 20.5236707658 |
| 2011-08-01 | 20.4841437026 |
| 2011-09-01 | 20.5717869696 |
| 2011-10-01 | 20.4140512494 |
| 2011-11-01 | 20.3494066235 |
| 2011-12-01 | 20.5009041419 |
| 2012-01-01 | 20.7025379241 |
| 2012-02-01 | 20.7935406923 |
| 2012-03-01 | 20.9405783890 |
| 2012-04-01 | 21.0076521025 |
| 2012-05-01 | 21.1519464795 |
| 2012-06-01 | 21.0829447540 |
| 2012-07-01 | 21.0806776988 |
| 2012-08-01 | 21.1301702195 |
| 2012-09-01 | 21.1277486483 |
| 2012-10-01 | 20.9526072566 |
| 2012-11-01 | 20.8725960958 |
| 2012-12-01 | 21.1169583534 |
| 2013-01-01 | 21.1775609789 |
| 2013-02-01 | 21.2893277145 |
| 2013-03-01 | 21.2533529824 |
| 2013-04-01 | 21.1864817946 |
| 2013-05-01 | 21.2232032345 |
| 2013-06-01 | 21.1613071404 |
| 2013-07-01 | 21.0434674763 |
| 2013-08-01 | 20.9425931341 |
| 2013-09-01 | 20.9703766662 |
| 2013-10-01 | 21.1664041671 |
| 2013-11-01 | 21.0852331623 |
| 2013-12-01 | 21.1109722779 |
| 2014-01-01 | 21.1694330672 |
| 2014-02-01 | 21.2835623543 |
| 2014-03-01 | 21.1789977862 |
| 2014-04-01 | 21.4960521450 |
| 2014-05-01 | 21.3156768791 |
| 2014-06-01 | 21.3428789477 |
| 2014-07-01 | 21.3107282813 |
| 2014-08-01 | 21.2390802308 |
| 2014-09-01 | 21.3066090610 |
| 2014-10-01 | 21.1506999199 |
| 2014-11-01 | 21.2915245876 |
| 2014-12-01 | 21.3031159335 |
| 2015-01-01 | 21.3654843157 |
| 2015-02-01 | 21.1861264368 |
| 2015-03-01 | 21.3206728815 |
| 2015-04-01 | 21.1916102491 |
| 2015-05-01 | 21.3254998740 |
| 2015-06-01 | 21.3270212336 |
| 2015-07-01 | 21.5773183824 |
| 2015-08-01 | 21.7290811723 |
| 2015-09-01 | 21.6261446336 |
| 2015-10-01 | 21.8335140059 |
| 2015-11-01 | 21.9108462589 |
| 2015-12-01 | 21.9104660499 |
| 2016-01-01 | 21.7527403563 |
| 2016-02-01 | 21.6835642913 |
| 2016-03-01 | 21.7553564509 |
| 2016-04-01 | 21.7857479343 |
| 2016-05-01 | 21.6420454982 |
| 2016-06-01 | 21.6067166339 |
| 2016-07-01 | 21.5409433234 |
| 2016-08-01 | 21.5097005036 |
| 2016-09-01 | 21.5403258377 |
| 2016-10-01 | 21.5364105161 |
| 2016-11-01 | 21.7559303553 |
| 2016-12-01 | 21.4410069698 |
| 2017-01-01 | 21.2311200446 |
| 2017-02-01 | 21.3573955015 |
| 2017-03-01 | 21.1657324529 |
| 2017-04-01 | 21.2566985131 |
| 2017-05-01 | 21.4510045823 |
| 2017-06-01 | 21.5967160827 |
| 2017-07-01 | 21.6227104567 |
| 2017-08-01 | 21.7046055144 |
| 2017-09-01 | 21.7603848958 |
| 2017-10-01 | 21.8608286407 |
| 2017-11-01 | 21.8994272988 |
| 2017-12-01 | 21.9756625677 |
| 2018-01-01 | 22.0996201742 |
| 2018-02-01 | 21.9052583060 |
| 2018-03-01 | 22.2534729515 |
| 2018-04-01 | 22.4401095267 |
| 2018-05-01 | 22.3411480697 |
| 2018-06-01 | 22.3872971393 |
| 2018-07-01 | 22.4173264751 |
| 2018-08-01 | 22.4177999745 |
| 2018-09-01 | 22.5058044789 |
| 2018-10-01 | 22.4950588873 |
| 2018-11-01 | 22.3324791493 |
| 2018-12-01 | 22.3152720524 |
| 2019-01-01 | 22.4580177954 |
| 2019-02-01 | 22.3387446574 |
| 2019-03-01 | 22.3115598336 |
| 2019-04-01 | 22.4112229383 |
| 2019-05-01 | 22.4258465826 |
| 2019-06-01 | 22.5057607489 |
| 2019-07-01 | 22.4322697529 |
| 2019-08-01 | 22.3571568367 |
| 2019-09-01 | 22.3509859867 |
| 2019-10-01 | 21.9267355539 |
| 2019-11-01 | 21.8355908757 |
| 2019-12-01 | 21.7429719136 |
| 2020-01-01 | 22.2159058839 |
| 2020-02-01 | 22.1833003759 |
| 2020-03-01 | 22.1594192348 |
| 2020-04-01 | 20.6937033927 |
| 2020-05-01 | 20.5081002795 |
| 2020-06-01 | 20.7319871392 |
| 2020-07-01 | 20.9530977245 |
| 2020-08-01 | 21.1976382890 |
| 2020-09-01 | 21.2984931131 |
| 2020-10-01 | 21.6570423899 |
| 2020-11-01 | 21.9159815559 |
| 2020-12-01 | 22.1493642883 |
| 2021-01-01 | 21.9918952308 |
| 2021-02-01 | 22.0530377287 |
| 2021-03-01 | 22.0004348242 |
| 2021-04-01 | 21.8664621243 |
| 2021-05-01 | 22.0979073092 |
| 2021-06-01 | 22.0715814390 |
| 2021-07-01 | 21.9804939693 |
| 2021-08-01 | 21.9455345019 |
| 2021-09-01 | 21.8360759297 |
| 2021-10-01 | 21.9636844698 |
| 2021-11-01 | 21.9686098701 |
| 2021-12-01 | 21.9287039649 |
| 2022-01-01 | 22.1929291767 |
| 2022-02-01 | 22.5554343557 |
| 2022-03-01 | 22.3584951497 |
| 2022-04-01 | 22.3582192120 |
| 2022-05-01 | 22.3892717136 |
| 2022-06-01 | 22.2938052238 |
| 2022-07-01 | 22.2012843989 |
| 2022-08-01 | 22.3890228175 |
| 2022-09-01 | 22.5624447897 |
| 2022-10-01 | 22.4547634427 |
| 2022-11-01 | 22.4123202390 |
| 2022-12-01 | 22.2994652367 |
| 2023-01-01 | 22.3058579654 |
| 2023-02-01 | 22.3841544331 |
| 2023-03-01 | 22.2300752975 |
| 2023-04-01 | 22.2515458481 |
| 2023-05-01 | 22.0945268694 |
| 2023-06-01 | 22.1105564771 |
| 2023-07-01 | 22.0138018404 |
| 2023-08-01 | 22.0340684401 |
| 2023-09-01 | 21.9650034222 |
| 2023-10-01 | 21.9290064753 |
| 2023-11-01 | 21.9578112137 |
| 2023-12-01 | 22.0619002632 |
| 2024-01-01 | 21.7214526627 |
| 2024-02-01 | 22.0230370106 |
| 2024-03-01 | 22.1300139339 |
| 2024-04-01 | 22.2573153166 |
| 2024-05-01 | 22.3091603154 |
| 2024-06-01 | 22.3069287133 |
| 2024-07-01 | 22.3191444452 |
| 2024-08-01 | 22.2622399028 |
| 2024-09-01 | 22.1615102130 |
| 2024-10-01 | 22.1088496787 |
| 2024-11-01 | 22.1173970823 |
| 2024-12-01 | 22.1203788949 |
| 2025-01-01 | 22.3334515842 |
| 2025-02-01 | 22.0579100994 |
| 2025-03-01 | 22.2396986683 |
| 2025-04-01 | 22.1684326161 |
| 2025-05-01 | 22.2271153969 |
| 2025-06-01 | 22.2008117802 |
| 2025-07-01 | 22.3188595589 |
| 2025-08-01 | 22.3810460611 |
| 2025-09-01 | 22.2603898129 |
| 2025-10-01 | 22.5912457231 |
| 2025-11-01 | 22.6868607407 |
| 2025-12-01 | 22.8815823589 |
| 2026-01-01 | 22.3389447808 |
| 2026-02-01 | 22.0819642093 |
| 2026-03-01 | 21.9529140293 |
| 2026-04-01 | 22.0869229680 |
| 2026-05-01 | 22.0380815693 |
| 2026-06-01 | 22.1930844968 |
| 2026-07-01 | 22.0188504109 |
| 2026-08-01 | 21.8884813756 |
| 2026-09-01 | 21.9638243218 |