Table Data - All Employees: Other Services in Roanoke, VA (MSA)
| Title | All Employees: Other Services in Roanoke, VA (MSA) |
|---|---|
| Series ID | ROAN251SRVO |
| 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 | 5.0148543561 |
| 1990-02-01 | 5.0431027412 |
| 1990-03-01 | 5.0411790084 |
| 1990-04-01 | 4.9520879761 |
| 1990-05-01 | 4.9177900328 |
| 1990-06-01 | 4.9697386540 |
| 1990-07-01 | 5.0630806193 |
| 1990-08-01 | 5.0460736218 |
| 1990-09-01 | 5.1015702417 |
| 1990-10-01 | 5.0616390543 |
| 1990-11-01 | 4.9908946266 |
| 1990-12-01 | 5.0926429667 |
| 1991-01-01 | 5.1188354757 |
| 1991-02-01 | 4.9523784568 |
| 1991-03-01 | 5.0460633133 |
| 1991-04-01 | 5.0417161625 |
| 1991-05-01 | 5.0191516039 |
| 1991-06-01 | 5.0658266479 |
| 1991-07-01 | 4.9567932490 |
| 1991-08-01 | 4.9432684178 |
| 1991-09-01 | 5.0050627705 |
| 1991-10-01 | 4.9571158410 |
| 1991-11-01 | 4.9945426427 |
| 1991-12-01 | 4.8982875336 |
| 1992-01-01 | 5.0209229715 |
| 1992-02-01 | 5.0685480859 |
| 1992-03-01 | 5.0532184991 |
| 1992-04-01 | 5.0216292445 |
| 1992-05-01 | 5.1190569130 |
| 1992-06-01 | 5.0588907414 |
| 1992-07-01 | 5.0465255016 |
| 1992-08-01 | 5.1422294772 |
| 1992-09-01 | 5.1103503532 |
| 1992-10-01 | 5.1545776057 |
| 1992-11-01 | 5.1980118243 |
| 1992-12-01 | 5.2078948061 |
| 1993-01-01 | 5.1249376140 |
| 1993-02-01 | 5.1834846223 |
| 1993-03-01 | 5.1553229349 |
| 1993-04-01 | 5.2035399775 |
| 1993-05-01 | 5.2205970707 |
| 1993-06-01 | 5.1527742582 |
| 1993-07-01 | 5.2315668657 |
| 1993-08-01 | 5.2351203048 |
| 1993-09-01 | 5.2190089625 |
| 1993-10-01 | 5.3578423511 |
| 1993-11-01 | 5.3015638204 |
| 1993-12-01 | 5.3186607462 |
| 1994-01-01 | 5.3277705873 |
| 1994-02-01 | 5.2992626942 |
| 1994-03-01 | 5.3514622828 |
| 1994-04-01 | 5.4907699084 |
| 1994-05-01 | 5.4204496654 |
| 1994-06-01 | 5.5486868695 |
| 1994-07-01 | 5.5152787990 |
| 1994-08-01 | 5.5282412180 |
| 1994-09-01 | 5.5253556650 |
| 1994-10-01 | 5.5611930902 |
| 1994-11-01 | 5.5060836783 |
| 1994-12-01 | 5.5303698292 |
| 1995-01-01 | 5.6288824103 |
| 1995-02-01 | 5.6153031974 |
| 1995-03-01 | 5.6421348039 |
| 1995-04-01 | 5.6879167227 |
| 1995-05-01 | 5.6185012874 |
| 1995-06-01 | 5.6410229879 |
| 1995-07-01 | 5.7062071268 |
| 1995-08-01 | 5.6187195422 |
| 1995-09-01 | 5.7273038301 |
| 1995-10-01 | 5.6633265026 |
| 1995-11-01 | 5.7195319062 |
| 1995-12-01 | 5.7401043500 |
| 1996-01-01 | 5.7253822541 |
| 1996-02-01 | 5.8297615442 |
| 1996-03-01 | 5.9257808002 |
| 1996-04-01 | 5.7981741831 |
| 1996-05-01 | 5.8063605107 |
| 1996-06-01 | 5.8303270738 |
| 1996-07-01 | 5.9076763924 |
| 1996-08-01 | 6.0168428149 |
| 1996-09-01 | 5.9220665687 |
| 1996-10-01 | 5.9665647669 |
| 1996-11-01 | 6.1359100423 |
| 1996-12-01 | 6.1489988124 |
| 1997-01-01 | 6.2214455947 |
| 1997-02-01 | 6.2324313321 |
| 1997-03-01 | 6.3059356098 |
| 1997-04-01 | 6.3199403166 |
| 1997-05-01 | 6.3891369997 |
| 1997-06-01 | 6.4189251734 |
| 1997-07-01 | 6.3152431998 |
| 1997-08-01 | 6.5108639473 |
| 1997-09-01 | 6.5250687644 |
| 1997-10-01 | 6.5717174878 |
| 1997-11-01 | 6.5531582991 |
| 1997-12-01 | 6.6565382453 |
| 1998-01-01 | 6.4175663560 |
| 1998-02-01 | 6.5227781249 |
| 1998-03-01 | 6.5870616380 |
| 1998-04-01 | 6.7414016847 |
| 1998-05-01 | 6.7674350796 |
| 1998-06-01 | 6.8133956508 |
| 1998-07-01 | 6.8239493133 |
| 1998-08-01 | 6.9092617364 |
| 1998-09-01 | 6.7276907410 |
| 1998-10-01 | 7.0760862993 |
| 1998-11-01 | 6.9713165039 |
| 1998-12-01 | 7.0689163420 |
| 1999-01-01 | 7.0113753961 |
| 1999-02-01 | 7.0074216207 |
| 1999-03-01 | 7.0762072019 |
| 1999-04-01 | 6.9499351535 |
| 1999-05-01 | 7.0537699469 |
| 1999-06-01 | 7.0055014525 |
| 1999-07-01 | 6.9277092108 |
| 1999-08-01 | 6.9076538881 |
| 1999-09-01 | 6.9371961159 |
| 1999-10-01 | 6.8809127556 |
| 1999-11-01 | 6.8905524245 |
| 1999-12-01 | 6.8822385397 |
| 2000-01-01 | 6.9037648740 |
| 2000-02-01 | 6.8888340277 |
| 2000-03-01 | 6.8694579489 |
| 2000-04-01 | 6.7495065298 |
| 2000-05-01 | 6.7437457951 |
| 2000-06-01 | 6.9048024796 |
| 2000-07-01 | 6.8269211597 |
| 2000-08-01 | 6.8073125377 |
| 2000-09-01 | 6.7409210409 |
| 2000-10-01 | 6.6907269214 |
| 2000-11-01 | 6.8043417212 |
| 2000-12-01 | 6.7978607145 |
| 2001-01-01 | 6.7969358295 |
| 2001-02-01 | 6.8701239291 |
| 2001-03-01 | 6.7673749121 |
| 2001-04-01 | 6.8404171251 |
| 2001-05-01 | 6.7472869107 |
| 2001-06-01 | 6.6065966860 |
| 2001-07-01 | 6.6200973372 |
| 2001-08-01 | 6.5981441666 |
| 2001-09-01 | 6.6523708888 |
| 2001-10-01 | 6.5981113425 |
| 2001-11-01 | 6.6119676520 |
| 2001-12-01 | 6.6055912060 |
| 2002-01-01 | 6.6984388682 |
| 2002-02-01 | 6.8585434719 |
| 2002-03-01 | 6.7674743479 |
| 2002-04-01 | 6.8254755620 |
| 2002-05-01 | 6.8549640349 |
| 2002-06-01 | 6.9148799952 |
| 2002-07-01 | 6.9135272459 |
| 2002-08-01 | 6.8870160984 |
| 2002-09-01 | 6.8516650696 |
| 2002-10-01 | 6.8993413865 |
| 2002-11-01 | 6.9157446504 |
| 2002-12-01 | 6.9136394031 |
| 2003-01-01 | 6.9089125893 |
| 2003-02-01 | 6.8591466300 |
| 2003-03-01 | 6.8700355689 |
| 2003-04-01 | 6.9070411819 |
| 2003-05-01 | 6.9679547329 |
| 2003-06-01 | 6.9157544407 |
| 2003-07-01 | 7.0080019523 |
| 2003-08-01 | 7.0737654318 |
| 2003-09-01 | 7.1511944896 |
| 2003-10-01 | 7.0921257426 |
| 2003-11-01 | 7.1172029479 |
| 2003-12-01 | 7.1131204699 |
| 2004-01-01 | 7.2263300321 |
| 2004-02-01 | 7.1718495827 |
| 2004-03-01 | 7.1700376527 |
| 2004-04-01 | 7.2009942502 |
| 2004-05-01 | 7.1761671881 |
| 2004-06-01 | 7.2136995830 |
| 2004-07-01 | 7.2014105085 |
| 2004-08-01 | 7.2617472451 |
| 2004-09-01 | 7.2405257456 |
| 2004-10-01 | 7.3873334251 |
| 2004-11-01 | 7.3142241763 |
| 2004-12-01 | 7.4125181043 |
| 2005-01-01 | 7.3424839803 |
| 2005-02-01 | 7.3895632040 |
| 2005-03-01 | 7.3748782527 |
| 2005-04-01 | 7.3013946148 |
| 2005-05-01 | 7.1875193960 |
| 2005-06-01 | 7.1035791094 |
| 2005-07-01 | 7.0943076684 |
| 2005-08-01 | 6.9486036284 |
| 2005-09-01 | 6.9356013007 |
| 2005-10-01 | 6.7775641537 |
| 2005-11-01 | 6.7079966630 |
| 2005-12-01 | 6.6036947649 |
| 2006-01-01 | 6.5599489899 |
| 2006-02-01 | 6.6099608637 |
| 2006-03-01 | 6.5853516031 |
| 2006-04-01 | 6.6073909887 |
| 2006-05-01 | 6.5960896752 |
| 2006-06-01 | 6.6922444396 |
| 2006-07-01 | 6.5815590198 |
| 2006-08-01 | 6.6452114613 |
| 2006-09-01 | 6.5231581338 |
| 2006-10-01 | 6.6726610659 |
| 2006-11-01 | 6.7009344091 |
| 2006-12-01 | 6.6937242081 |
| 2007-01-01 | 6.7709818948 |
| 2007-02-01 | 6.7293538557 |
| 2007-03-01 | 6.8042380649 |
| 2007-04-01 | 6.7144785398 |
| 2007-05-01 | 6.7986044719 |
| 2007-06-01 | 6.7746037456 |
| 2007-07-01 | 6.7757933127 |
| 2007-08-01 | 6.7493914945 |
| 2007-09-01 | 6.7181999875 |
| 2007-10-01 | 6.6644581693 |
| 2007-11-01 | 6.6905355237 |
| 2007-12-01 | 6.6786870063 |
| 2008-01-01 | 6.6735625478 |
| 2008-02-01 | 6.6488874114 |
| 2008-03-01 | 6.6210580961 |
| 2008-04-01 | 6.7303791267 |
| 2008-05-01 | 6.6973207668 |
| 2008-06-01 | 6.6586734296 |
| 2008-07-01 | 6.7684038166 |
| 2008-08-01 | 6.8625820552 |
| 2008-09-01 | 6.9119487968 |
| 2008-10-01 | 6.8599411197 |
| 2008-11-01 | 6.6799157509 |
| 2008-12-01 | 6.7649430288 |
| 2009-01-01 | 6.6696438944 |
| 2009-02-01 | 6.6615502114 |
| 2009-03-01 | 6.6389124292 |
| 2009-04-01 | 6.6403293185 |
| 2009-05-01 | 6.5969589984 |
| 2009-06-01 | 6.6461344225 |
| 2009-07-01 | 6.6674712576 |
| 2009-08-01 | 6.5795675572 |
| 2009-09-01 | 6.6078615208 |
| 2009-10-01 | 6.5519990039 |
| 2009-11-01 | 6.5729727210 |
| 2009-12-01 | 6.6507488794 |
| 2010-01-01 | 6.6667430886 |
| 2010-02-01 | 6.6630203093 |
| 2010-03-01 | 6.6501251097 |
| 2010-04-01 | 6.6535342083 |
| 2010-05-01 | 6.7021303296 |
| 2010-06-01 | 6.6387458623 |
| 2010-07-01 | 6.5610288661 |
| 2010-08-01 | 6.5963181700 |
| 2010-09-01 | 6.5955880464 |
| 2010-10-01 | 6.6518897229 |
| 2010-11-01 | 6.6700287517 |
| 2010-12-01 | 6.6443442792 |
| 2011-01-01 | 6.6646199397 |
| 2011-02-01 | 6.6602413427 |
| 2011-03-01 | 6.7563642011 |
| 2011-04-01 | 6.6595460930 |
| 2011-05-01 | 6.7076375287 |
| 2011-06-01 | 6.7367126654 |
| 2011-07-01 | 6.7620817373 |
| 2011-08-01 | 6.7034123676 |
| 2011-09-01 | 6.7802480042 |
| 2011-10-01 | 6.8556972119 |
| 2011-11-01 | 6.8658328707 |
| 2011-12-01 | 6.8437242930 |
| 2012-01-01 | 6.8613129449 |
| 2012-02-01 | 6.8553022473 |
| 2012-03-01 | 6.7606740352 |
| 2012-04-01 | 6.9725717076 |
| 2012-05-01 | 6.9163053310 |
| 2012-06-01 | 6.9393377160 |
| 2012-07-01 | 6.9556422431 |
| 2012-08-01 | 6.8959135114 |
| 2012-09-01 | 6.9609623803 |
| 2012-10-01 | 6.9656641866 |
| 2012-11-01 | 6.9640806730 |
| 2012-12-01 | 7.0485823230 |
| 2013-01-01 | 7.0605551279 |
| 2013-02-01 | 7.1559464423 |
| 2013-03-01 | 7.0661076913 |
| 2013-04-01 | 7.0754050203 |
| 2013-05-01 | 7.1272662852 |
| 2013-06-01 | 7.1399397294 |
| 2013-07-01 | 7.1479076015 |
| 2013-08-01 | 7.3849815404 |
| 2013-09-01 | 7.3487482256 |
| 2013-10-01 | 7.1706626677 |
| 2013-11-01 | 7.1614958137 |
| 2013-12-01 | 7.1575424690 |
| 2014-01-01 | 7.1632064352 |
| 2014-02-01 | 7.1544602081 |
| 2014-03-01 | 7.2745088513 |
| 2014-04-01 | 7.2758074019 |
| 2014-05-01 | 7.2359533250 |
| 2014-06-01 | 7.2372478165 |
| 2014-07-01 | 7.2358370616 |
| 2014-08-01 | 7.4763856618 |
| 2014-09-01 | 7.4473764744 |
| 2014-10-01 | 7.2734162503 |
| 2014-11-01 | 7.3558646127 |
| 2014-12-01 | 7.3685679380 |
| 2015-01-01 | 7.3672831676 |
| 2015-02-01 | 7.3594043250 |
| 2015-03-01 | 7.2766113622 |
| 2015-04-01 | 7.2690467399 |
| 2015-05-01 | 7.3354313309 |
| 2015-06-01 | 7.3289552640 |
| 2015-07-01 | 7.4353769076 |
| 2015-08-01 | 7.4785433725 |
| 2015-09-01 | 7.4596402361 |
| 2015-10-01 | 7.3667242115 |
| 2015-11-01 | 7.3480061004 |
| 2015-12-01 | 7.3786693175 |
| 2016-01-01 | 7.3636058895 |
| 2016-02-01 | 7.3624444843 |
| 2016-03-01 | 7.3784401685 |
| 2016-04-01 | 7.3640149117 |
| 2016-05-01 | 7.3281746114 |
| 2016-06-01 | 7.4242116789 |
| 2016-07-01 | 7.4399149009 |
| 2016-08-01 | 7.2881384780 |
| 2016-09-01 | 7.2785056138 |
| 2016-10-01 | 7.3535819205 |
| 2016-11-01 | 7.3382452738 |
| 2016-12-01 | 7.2833819378 |
| 2017-01-01 | 7.2537783467 |
| 2017-02-01 | 7.3689050042 |
| 2017-03-01 | 7.3821255096 |
| 2017-04-01 | 7.4557975967 |
| 2017-05-01 | 7.4202931109 |
| 2017-06-01 | 7.4235913342 |
| 2017-07-01 | 7.4470810563 |
| 2017-08-01 | 7.4057214666 |
| 2017-09-01 | 7.3979013298 |
| 2017-10-01 | 7.4327949747 |
| 2017-11-01 | 7.5321816079 |
| 2017-12-01 | 7.4844092751 |
| 2018-01-01 | 7.4380479078 |
| 2018-02-01 | 7.4680748057 |
| 2018-03-01 | 7.4940238652 |
| 2018-04-01 | 7.4440344280 |
| 2018-05-01 | 7.5100270786 |
| 2018-06-01 | 7.5395600044 |
| 2018-07-01 | 7.4563766086 |
| 2018-08-01 | 7.5191899576 |
| 2018-09-01 | 7.5128500190 |
| 2018-10-01 | 7.5136571204 |
| 2018-11-01 | 7.4233239026 |
| 2018-12-01 | 7.4769958023 |
| 2019-01-01 | 7.5271767206 |
| 2019-02-01 | 7.4705980667 |
| 2019-03-01 | 7.5067476554 |
| 2019-04-01 | 7.4309454087 |
| 2019-05-01 | 7.3970504527 |
| 2019-06-01 | 7.3642658232 |
| 2019-07-01 | 7.2657782270 |
| 2019-08-01 | 7.2289812094 |
| 2019-09-01 | 7.2179957540 |
| 2019-10-01 | 7.1997973733 |
| 2019-11-01 | 7.2222576255 |
| 2019-12-01 | 7.2695560638 |
| 2020-01-01 | 7.2160445824 |
| 2020-02-01 | 7.1665206553 |
| 2020-03-01 | 7.1164974792 |
| 2020-04-01 | 5.5203283821 |
| 2020-05-01 | 5.7834616564 |
| 2020-06-01 | 5.8970282567 |
| 2020-07-01 | 6.0721049053 |
| 2020-08-01 | 6.1323772773 |
| 2020-09-01 | 6.3175233090 |
| 2020-10-01 | 6.2969456569 |
| 2020-11-01 | 6.3228146684 |
| 2020-12-01 | 6.3589861529 |
| 2021-01-01 | 6.4132887671 |
| 2021-02-01 | 6.4600177931 |
| 2021-03-01 | 6.4196706003 |
| 2021-04-01 | 6.5109297540 |
| 2021-05-01 | 6.4729356529 |
| 2021-06-01 | 6.4237483583 |
| 2021-07-01 | 6.4764494380 |
| 2021-08-01 | 6.5351119727 |
| 2021-09-01 | 6.5161921560 |
| 2021-10-01 | 6.5991373041 |
| 2021-11-01 | 6.6275552108 |
| 2021-12-01 | 6.6539958187 |
| 2022-01-01 | 6.6153585250 |
| 2022-02-01 | 6.6476081423 |
| 2022-03-01 | 6.7094395491 |
| 2022-04-01 | 6.8021961090 |
| 2022-05-01 | 6.8635271204 |
| 2022-06-01 | 6.8449256061 |
| 2022-07-01 | 6.8885574968 |
| 2022-08-01 | 6.8394005803 |
| 2022-09-01 | 6.9173968576 |
| 2022-10-01 | 6.9055621534 |
| 2022-11-01 | 6.9256471733 |
| 2022-12-01 | 6.9495400195 |
| 2023-01-01 | 7.0191791378 |
| 2023-02-01 | 7.0383767668 |
| 2023-03-01 | 7.0884698463 |
| 2023-04-01 | 7.0025673644 |
| 2023-05-01 | 6.9528164875 |
| 2023-06-01 | 7.0567260037 |
| 2023-07-01 | 7.1070816957 |
| 2023-08-01 | 7.1454706798 |
| 2023-09-01 | 7.1157269763 |
| 2023-10-01 | 7.0137728299 |
| 2023-11-01 | 7.0273865921 |
| 2023-12-01 | 7.1490506804 |
| 2024-01-01 | 7.1147259693 |
| 2024-02-01 | 7.2275890446 |
| 2024-03-01 | 7.1598587100 |
| 2024-04-01 | 7.2116137958 |
| 2024-05-01 | 7.1494564036 |
| 2024-06-01 | 7.1618724079 |
| 2024-07-01 | 7.1287552719 |
| 2024-08-01 | 7.1515704783 |
| 2024-09-01 | 7.1138301678 |
| 2024-10-01 | 7.1197327321 |
| 2024-11-01 | 7.1247954982 |
| 2024-12-01 | 7.1480748704 |
| 2025-01-01 | 7.1074790325 |
| 2025-02-01 | 7.1209994184 |
| 2025-03-01 | 7.1381467744 |
| 2025-04-01 | 7.1209781358 |
| 2025-05-01 | 7.1512221874 |
| 2025-06-01 | 7.1642769663 |
| 2025-07-01 | 7.1452291523 |
| 2025-08-01 | 7.1554206304 |
| 2025-09-01 | 7.2119415208 |
| 2025-10-01 | 7.2227102651 |
| 2025-11-01 | 7.2223354318 |
| 2025-12-01 | 7.1468875075 |
| 2026-01-01 | 7.2008293948 |
| 2026-02-01 | 7.1152566753 |
| 2026-03-01 | 7.1247435391 |
| 2026-04-01 | 7.0280234938 |
| 2026-05-01 | 7.0556128171 |
| 2026-06-01 | 6.9650377169 |
| 2026-07-01 | 6.9573027683 |
| 2026-08-01 | 6.9578246409 |