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 2026-08-01 |
| Last Updated | 2026-09-18 12:16 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 | 14.3788798205 |
| 1990-02-01 | 14.5799531267 |
| 1990-03-01 | 14.4353108912 |
| 1990-04-01 | 14.5941337792 |
| 1990-05-01 | 14.7310551600 |
| 1990-06-01 | 14.7168414863 |
| 1990-07-01 | 14.6415993101 |
| 1990-08-01 | 14.5442415466 |
| 1990-09-01 | 14.4562256572 |
| 1990-10-01 | 14.3340139134 |
| 1990-11-01 | 14.1067701088 |
| 1990-12-01 | 14.1971179116 |
| 1991-01-01 | 14.1671127651 |
| 1991-02-01 | 14.1788942135 |
| 1991-03-01 | 14.2221907621 |
| 1991-04-01 | 14.3966932712 |
| 1991-05-01 | 14.4285437451 |
| 1991-06-01 | 14.7122226346 |
| 1991-07-01 | 14.2376809784 |
| 1991-08-01 | 14.2505651494 |
| 1991-09-01 | 14.1683342203 |
| 1991-10-01 | 14.7420765179 |
| 1991-11-01 | 14.6266716785 |
| 1991-12-01 | 14.6076631375 |
| 1992-01-01 | 14.1630833622 |
| 1992-02-01 | 14.3696367819 |
| 1992-03-01 | 14.5832895805 |
| 1992-04-01 | 14.4867080751 |
| 1992-05-01 | 14.4123181322 |
| 1992-06-01 | 14.6054741868 |
| 1992-07-01 | 14.9378697547 |
| 1992-08-01 | 15.1648566513 |
| 1992-09-01 | 15.3034295710 |
| 1992-10-01 | 15.2725157065 |
| 1992-11-01 | 15.2496073705 |
| 1992-12-01 | 15.3020099007 |
| 1993-01-01 | 15.5563535671 |
| 1993-02-01 | 15.6535195750 |
| 1993-03-01 | 15.5443420448 |
| 1993-04-01 | 15.5704188926 |
| 1993-05-01 | 15.6044355317 |
| 1993-06-01 | 15.7049324015 |
| 1993-07-01 | 15.7280739120 |
| 1993-08-01 | 15.7482802054 |
| 1993-09-01 | 16.0361210302 |
| 1993-10-01 | 16.2243207752 |
| 1993-11-01 | 16.5886491563 |
| 1993-12-01 | 16.3969907761 |
| 1994-01-01 | 16.6615229099 |
| 1994-02-01 | 16.5345119303 |
| 1994-03-01 | 16.8218949079 |
| 1994-04-01 | 16.8284069469 |
| 1994-05-01 | 17.0890666333 |
| 1994-06-01 | 17.2879618311 |
| 1994-07-01 | 17.5201259063 |
| 1994-08-01 | 17.6404018811 |
| 1994-09-01 | 17.7824207559 |
| 1994-10-01 | 17.9952036621 |
| 1994-11-01 | 17.6875075146 |
| 1994-12-01 | 17.5762005480 |
| 1995-01-01 | 18.1724765546 |
| 1995-02-01 | 18.7244453826 |
| 1995-03-01 | 18.9235973186 |
| 1995-04-01 | 19.4058273579 |
| 1995-05-01 | 19.3003232147 |
| 1995-06-01 | 18.9638746335 |
| 1995-07-01 | 18.7946661932 |
| 1995-08-01 | 18.6918818764 |
| 1995-09-01 | 18.7111237299 |
| 1995-10-01 | 18.8450468960 |
| 1995-11-01 | 18.9909871528 |
| 1995-12-01 | 19.4672317382 |
| 1996-01-01 | 18.7217717257 |
| 1996-02-01 | 19.5252183242 |
| 1996-03-01 | 19.3270349154 |
| 1996-04-01 | 19.4929930350 |
| 1996-05-01 | 19.4097671358 |
| 1996-06-01 | 19.4354267951 |
| 1996-07-01 | 19.1575436767 |
| 1996-08-01 | 19.8473671723 |
| 1996-09-01 | 19.7438285415 |
| 1996-10-01 | 19.5642658928 |
| 1996-11-01 | 19.7639371871 |
| 1996-12-01 | 19.6485703954 |
| 1997-01-01 | 19.6779806211 |
| 1997-02-01 | 19.4571162300 |
| 1997-03-01 | 19.6304143879 |
| 1997-04-01 | 20.0171784351 |
| 1997-05-01 | 20.2643110560 |
| 1997-06-01 | 20.0382009621 |
| 1997-07-01 | 19.3935482290 |
| 1997-08-01 | 19.8471132221 |
| 1997-09-01 | 20.0243937767 |
| 1997-10-01 | 19.9332975304 |
| 1997-11-01 | 20.2432689396 |
| 1997-12-01 | 20.1693252278 |
| 1998-01-01 | 20.2625120028 |
| 1998-02-01 | 20.4309949529 |
| 1998-03-01 | 19.5379846760 |
| 1998-04-01 | 20.1398075594 |
| 1998-05-01 | 20.2068742326 |
| 1998-06-01 | 20.4445126758 |
| 1998-07-01 | 20.3200637945 |
| 1998-08-01 | 20.4579503481 |
| 1998-09-01 | 20.1761365815 |
| 1998-10-01 | 20.5722457320 |
| 1998-11-01 | 20.6212247522 |
| 1998-12-01 | 20.7027218340 |
| 1999-01-01 | 20.7514599451 |
| 1999-02-01 | 21.0156377185 |
| 1999-03-01 | 21.0515719796 |
| 1999-04-01 | 20.8854239662 |
| 1999-05-01 | 21.0487222290 |
| 1999-06-01 | 20.9605518370 |
| 1999-07-01 | 21.0555169795 |
| 1999-08-01 | 20.8396720454 |
| 1999-09-01 | 20.7942054239 |
| 1999-10-01 | 21.1008763408 |
| 1999-11-01 | 21.0315345959 |
| 1999-12-01 | 21.1309735752 |
| 2000-01-01 | 21.1527502639 |
| 2000-02-01 | 21.0965193083 |
| 2000-03-01 | 21.3792300554 |
| 2000-04-01 | 21.3242677197 |
| 2000-05-01 | 21.2433273387 |
| 2000-06-01 | 21.2674570258 |
| 2000-07-01 | 21.5102535601 |
| 2000-08-01 | 21.5688540375 |
| 2000-09-01 | 21.6242956960 |
| 2000-10-01 | 21.3444531963 |
| 2000-11-01 | 20.6542253640 |
| 2000-12-01 | 20.8258460191 |
| 2001-01-01 | 20.7984310170 |
| 2001-02-01 | 20.6549435579 |
| 2001-03-01 | 20.4307605323 |
| 2001-04-01 | 20.9797258541 |
| 2001-05-01 | 20.8385712218 |
| 2001-06-01 | 21.0744454621 |
| 2001-07-01 | 20.6904136011 |
| 2001-08-01 | 20.5927739608 |
| 2001-09-01 | 20.5433595243 |
| 2001-10-01 | 20.4332309637 |
| 2001-11-01 | 19.9743628316 |
| 2001-12-01 | 20.3209694642 |
| 2002-01-01 | 20.2947592986 |
| 2002-02-01 | 20.5899406997 |
| 2002-03-01 | 20.6879944392 |
| 2002-04-01 | 20.8223213073 |
| 2002-05-01 | 20.9365155802 |
| 2002-06-01 | 21.0688177865 |
| 2002-07-01 | 21.1980799302 |
| 2002-08-01 | 21.5665183828 |
| 2002-09-01 | 21.4782098965 |
| 2002-10-01 | 21.3389892296 |
| 2002-11-01 | 21.3898061724 |
| 2002-12-01 | 21.5157201508 |
| 2003-01-01 | 20.9449750891 |
| 2003-02-01 | 20.7689063101 |
| 2003-03-01 | 20.4159699865 |
| 2003-04-01 | 20.2903246487 |
| 2003-05-01 | 20.1616613230 |
| 2003-06-01 | 19.8662779776 |
| 2003-07-01 | 19.6314309482 |
| 2003-08-01 | 19.2524775166 |
| 2003-09-01 | 19.3331355983 |
| 2003-10-01 | 19.5550984907 |
| 2003-11-01 | 19.4789924667 |
| 2003-12-01 | 19.6204843913 |
| 2004-01-01 | 19.7821731859 |
| 2004-02-01 | 19.3195666148 |
| 2004-03-01 | 19.4054843962 |
| 2004-04-01 | 19.7554710349 |
| 2004-05-01 | 20.0900469925 |
| 2004-06-01 | 20.1737165055 |
| 2004-07-01 | 20.1892871896 |
| 2004-08-01 | 20.1799461986 |
| 2004-09-01 | 20.0318645206 |
| 2004-10-01 | 19.5350485143 |
| 2004-11-01 | 19.6340966180 |
| 2004-12-01 | 19.5216616422 |
| 2005-01-01 | 19.7212727524 |
| 2005-02-01 | 19.7765854907 |
| 2005-03-01 | 19.7683851220 |
| 2005-04-01 | 19.9136639441 |
| 2005-05-01 | 19.8300838804 |
| 2005-06-01 | 19.8984783991 |
| 2005-07-01 | 20.4685874616 |
| 2005-08-01 | 20.7881099509 |
| 2005-09-01 | 21.1378356963 |
| 2005-10-01 | 21.3020418370 |
| 2005-11-01 | 21.2642444335 |
| 2005-12-01 | 21.6320783741 |
| 2006-01-01 | 21.7993206843 |
| 2006-02-01 | 21.9392049253 |
| 2006-03-01 | 22.0206232944 |
| 2006-04-01 | 21.5333089186 |
| 2006-05-01 | 21.4541835005 |
| 2006-06-01 | 22.0334845319 |
| 2006-07-01 | 22.1744485322 |
| 2006-08-01 | 22.0111852880 |
| 2006-09-01 | 22.1583851992 |
| 2006-10-01 | 22.2467717199 |
| 2006-11-01 | 22.4836907717 |
| 2006-12-01 | 22.3241898582 |
| 2007-01-01 | 22.6064075908 |
| 2007-02-01 | 22.6236710639 |
| 2007-03-01 | 22.7848849021 |
| 2007-04-01 | 22.4187606720 |
| 2007-05-01 | 22.7544065036 |
| 2007-06-01 | 22.6677748461 |
| 2007-07-01 | 22.4684984668 |
| 2007-08-01 | 22.4403007872 |
| 2007-09-01 | 22.1924845354 |
| 2007-10-01 | 22.2051064589 |
| 2007-11-01 | 22.2067808814 |
| 2007-12-01 | 22.0125280334 |
| 2008-01-01 | 21.7321931480 |
| 2008-02-01 | 21.6226205148 |
| 2008-03-01 | 21.5635089244 |
| 2008-04-01 | 21.5695381327 |
| 2008-05-01 | 21.5180385725 |
| 2008-06-01 | 21.6822212694 |
| 2008-07-01 | 21.6383377762 |
| 2008-08-01 | 21.9979646217 |
| 2008-09-01 | 21.8386724235 |
| 2008-10-01 | 21.7846656539 |
| 2008-11-01 | 21.4630622670 |
| 2008-12-01 | 21.6046147511 |
| 2009-01-01 | 20.9430678198 |
| 2009-02-01 | 20.9377678957 |
| 2009-03-01 | 20.5606620046 |
| 2009-04-01 | 20.1984893755 |
| 2009-05-01 | 20.1567414725 |
| 2009-06-01 | 19.8742805044 |
| 2009-07-01 | 19.6633663969 |
| 2009-08-01 | 19.7499765969 |
| 2009-09-01 | 19.8793256934 |
| 2009-10-01 | 20.0119318296 |
| 2009-11-01 | 20.2703223438 |
| 2009-12-01 | 20.3280145307 |
| 2010-01-01 | 20.4461494823 |
| 2010-02-01 | 20.3280959945 |
| 2010-03-01 | 20.2502974438 |
| 2010-04-01 | 20.7210420561 |
| 2010-05-01 | 20.5816377738 |
| 2010-06-01 | 20.5495660367 |
| 2010-07-01 | 20.6599908451 |
| 2010-08-01 | 20.1166151674 |
| 2010-09-01 | 20.1221697667 |
| 2010-10-01 | 20.6582742577 |
| 2010-11-01 | 20.6096737695 |
| 2010-12-01 | 20.5626285790 |
| 2011-01-01 | 20.5296142418 |
| 2011-02-01 | 20.5128659369 |
| 2011-03-01 | 20.5465427168 |
| 2011-04-01 | 20.5476704176 |
| 2011-05-01 | 20.4084405027 |
| 2011-06-01 | 20.5153024514 |
| 2011-07-01 | 20.5236707790 |
| 2011-08-01 | 20.4841436702 |
| 2011-09-01 | 20.5717868893 |
| 2011-10-01 | 20.4140511136 |
| 2011-11-01 | 20.3494065118 |
| 2011-12-01 | 20.5009040860 |
| 2012-01-01 | 20.7025379489 |
| 2012-02-01 | 20.7935407955 |
| 2012-03-01 | 20.9405785416 |
| 2012-04-01 | 21.0076524647 |
| 2012-05-01 | 21.1519466058 |
| 2012-06-01 | 21.0829448060 |
| 2012-07-01 | 21.0806776162 |
| 2012-08-01 | 21.1301700035 |
| 2012-09-01 | 21.1277483072 |
| 2012-10-01 | 20.9526068388 |
| 2012-11-01 | 20.8725957714 |
| 2012-12-01 | 21.1169582473 |
| 2013-01-01 | 21.1775611545 |
| 2013-02-01 | 21.2893281259 |
| 2013-03-01 | 21.2533534941 |
| 2013-04-01 | 21.1864826732 |
| 2013-05-01 | 21.2232034897 |
| 2013-06-01 | 21.1613071600 |
| 2013-07-01 | 21.0434671481 |
| 2013-08-01 | 20.9425925776 |
| 2013-09-01 | 20.9703759713 |
| 2013-10-01 | 21.1664033881 |
| 2013-11-01 | 21.0852323134 |
| 2013-12-01 | 21.1109717627 |
| 2014-01-01 | 21.1694358400 |
| 2014-02-01 | 21.2835614380 |
| 2014-03-01 | 21.1790007561 |
| 2014-04-01 | 21.4960524662 |
| 2014-05-01 | 21.3156744957 |
| 2014-06-01 | 21.3428772661 |
| 2014-07-01 | 21.3107275273 |
| 2014-08-01 | 21.2390804656 |
| 2014-09-01 | 21.3066099808 |
| 2014-10-01 | 21.1507009943 |
| 2014-11-01 | 21.2915250520 |
| 2014-12-01 | 21.3031161820 |
| 2015-01-01 | 21.3654902137 |
| 2015-02-01 | 21.1861222882 |
| 2015-03-01 | 21.3206770292 |
| 2015-04-01 | 21.1916071510 |
| 2015-05-01 | 21.3254915492 |
| 2015-06-01 | 21.3270146590 |
| 2015-07-01 | 21.5773152814 |
| 2015-08-01 | 21.7290825337 |
| 2015-09-01 | 21.6261501697 |
| 2015-10-01 | 21.8335223866 |
| 2015-11-01 | 21.9108546458 |
| 2015-12-01 | 21.9104731753 |
| 2016-01-01 | 21.7527537468 |
| 2016-02-01 | 21.6835588693 |
| 2016-03-01 | 21.7553569180 |
| 2016-04-01 | 21.7857294408 |
| 2016-05-01 | 21.6420164994 |
| 2016-06-01 | 21.6066851576 |
| 2016-07-01 | 21.5409140405 |
| 2016-08-01 | 21.5096833000 |
| 2016-09-01 | 21.5404754701 |
| 2016-10-01 | 21.5364170416 |
| 2016-11-01 | 21.7559300822 |
| 2016-12-01 | 21.4410424114 |
| 2017-01-01 | 21.2311288946 |
| 2017-02-01 | 21.3573432934 |
| 2017-03-01 | 21.1656775075 |
| 2017-04-01 | 21.2566363320 |
| 2017-05-01 | 21.4509521082 |
| 2017-06-01 | 21.5966842023 |
| 2017-07-01 | 21.6226948166 |
| 2017-08-01 | 21.7046153060 |
| 2017-09-01 | 21.7607096717 |
| 2017-10-01 | 21.8608375435 |
| 2017-11-01 | 21.8993885131 |
| 2017-12-01 | 21.9758478091 |
| 2018-01-01 | 22.0995407527 |
| 2018-02-01 | 21.9050775028 |
| 2018-03-01 | 22.2533053345 |
| 2018-04-01 | 22.4398668750 |
| 2018-05-01 | 22.3411128346 |
| 2018-06-01 | 22.3873397929 |
| 2018-07-01 | 22.4173984580 |
| 2018-08-01 | 22.4178976443 |
| 2018-09-01 | 22.5063459966 |
| 2018-10-01 | 22.4950875587 |
| 2018-11-01 | 22.3324387166 |
| 2018-12-01 | 22.3157833201 |
| 2019-01-01 | 22.4579525325 |
| 2019-02-01 | 22.3377349579 |
| 2019-03-01 | 22.3113096618 |
| 2019-04-01 | 22.4107147644 |
| 2019-05-01 | 22.4255991316 |
| 2019-06-01 | 22.5055515947 |
| 2019-07-01 | 22.4341337509 |
| 2019-08-01 | 22.3570858146 |
| 2019-09-01 | 22.3514423995 |
| 2019-10-01 | 21.9267407153 |
| 2019-11-01 | 21.8355466657 |
| 2019-12-01 | 21.7437122143 |
| 2020-01-01 | 22.2157465975 |
| 2020-02-01 | 22.1813597456 |
| 2020-03-01 | 22.1589352957 |
| 2020-04-01 | 20.6927858344 |
| 2020-05-01 | 20.5075860687 |
| 2020-06-01 | 20.7316040605 |
| 2020-07-01 | 20.9569556610 |
| 2020-08-01 | 21.1976829166 |
| 2020-09-01 | 21.2991540948 |
| 2020-10-01 | 21.6571767402 |
| 2020-11-01 | 21.9158539952 |
| 2020-12-01 | 22.1498529506 |
| 2021-01-01 | 21.9921906016 |
| 2021-02-01 | 22.0497657899 |
| 2021-03-01 | 21.9993800681 |
| 2021-04-01 | 21.8649871857 |
| 2021-05-01 | 22.0968824181 |
| 2021-06-01 | 22.0707974728 |
| 2021-07-01 | 21.9862943601 |
| 2021-08-01 | 21.9459582426 |
| 2021-09-01 | 21.8373096313 |
| 2021-10-01 | 21.9647527401 |
| 2021-11-01 | 21.9695304521 |
| 2021-12-01 | 21.9302125424 |
| 2022-01-01 | 22.1906587220 |
| 2022-02-01 | 22.5493968701 |
| 2022-03-01 | 22.3580282909 |
| 2022-04-01 | 22.3567248741 |
| 2022-05-01 | 22.3878040528 |
| 2022-06-01 | 22.2922110537 |
| 2022-07-01 | 22.2060928899 |
| 2022-08-01 | 22.3886691500 |
| 2022-09-01 | 22.5709436528 |
| 2022-10-01 | 22.4562375305 |
| 2022-11-01 | 22.4131343295 |
| 2022-12-01 | 22.3022440630 |
| 2023-01-01 | 22.3016018288 |
| 2023-02-01 | 22.3727091898 |
| 2023-03-01 | 22.2310401511 |
| 2023-04-01 | 22.2510183919 |
| 2023-05-01 | 22.0935371161 |
| 2023-06-01 | 22.1059433403 |
| 2023-07-01 | 22.0185587335 |
| 2023-08-01 | 22.0266313223 |
| 2023-09-01 | 21.9843476259 |
| 2023-10-01 | 21.9334748845 |
| 2023-11-01 | 21.9600818492 |
| 2023-12-01 | 22.0664175631 |
| 2024-01-01 | 21.7141007385 |
| 2024-02-01 | 22.0063311001 |
| 2024-03-01 | 22.1316084123 |
| 2024-04-01 | 22.2572151353 |
| 2024-05-01 | 22.3085512503 |
| 2024-06-01 | 22.2996901418 |
| 2024-07-01 | 22.3225211526 |
| 2024-08-01 | 22.2471328990 |
| 2024-09-01 | 22.1929005776 |
| 2024-10-01 | 22.1165054157 |
| 2024-11-01 | 22.1203919753 |
| 2024-12-01 | 22.1257433802 |
| 2025-01-01 | 22.3254539072 |
| 2025-02-01 | 22.0366891655 |
| 2025-03-01 | 22.2410587884 |
| 2025-04-01 | 22.1684886764 |
| 2025-05-01 | 22.2271525381 |
| 2025-06-01 | 22.1908945926 |
| 2025-07-01 | 22.3220207737 |
| 2025-08-01 | 22.3575118830 |
| 2025-09-01 | 22.2998479551 |
| 2025-10-01 | 22.6033682664 |
| 2025-11-01 | 22.6922443160 |
| 2025-12-01 | 22.8884376892 |
| 2026-01-01 | 22.3287479840 |
| 2026-02-01 | 22.0578754783 |
| 2026-03-01 | 21.9538788267 |
| 2026-04-01 | 22.0866761216 |
| 2026-05-01 | 22.0381731159 |
| 2026-06-01 | 22.1819995824 |
| 2026-07-01 | 22.0207575482 |
| 2026-08-01 | 21.9604452477 |