Table Data - All Employees: Manufacturing in Roanoke, VA (MSA)
| Title | All Employees: Manufacturing in Roanoke, VA (MSA) |
|---|---|
| Series ID | ROAN251MFG |
| 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 | 25.1926146600 |
| 1990-02-01 | 25.3097089706 |
| 1990-03-01 | 25.4097198919 |
| 1990-04-01 | 25.3483195792 |
| 1990-05-01 | 25.3598701707 |
| 1990-06-01 | 25.1788360727 |
| 1990-07-01 | 25.1595437842 |
| 1990-08-01 | 25.0457342991 |
| 1990-09-01 | 24.9079519255 |
| 1990-10-01 | 24.8628801137 |
| 1990-11-01 | 24.6849490457 |
| 1990-12-01 | 24.4402924487 |
| 1991-01-01 | 24.3888112245 |
| 1991-02-01 | 23.8109343162 |
| 1991-03-01 | 23.5141197642 |
| 1991-04-01 | 23.0438795418 |
| 1991-05-01 | 23.2649543350 |
| 1991-06-01 | 23.1800677312 |
| 1991-07-01 | 23.0593986959 |
| 1991-08-01 | 22.9457913586 |
| 1991-09-01 | 22.9097303648 |
| 1991-10-01 | 22.7493481680 |
| 1991-11-01 | 22.8923454461 |
| 1991-12-01 | 22.6469311238 |
| 1992-01-01 | 23.2733985078 |
| 1992-02-01 | 23.2043578091 |
| 1992-03-01 | 23.3274477867 |
| 1992-04-01 | 23.3464052950 |
| 1992-05-01 | 23.3732053490 |
| 1992-06-01 | 23.3817409991 |
| 1992-07-01 | 23.2512350870 |
| 1992-08-01 | 23.2483947443 |
| 1992-09-01 | 23.2007441879 |
| 1992-10-01 | 23.1421230208 |
| 1992-11-01 | 23.2060557037 |
| 1992-12-01 | 23.1562564852 |
| 1993-01-01 | 23.1572080398 |
| 1993-02-01 | 23.2018041667 |
| 1993-03-01 | 23.2300941068 |
| 1993-04-01 | 23.3551618954 |
| 1993-05-01 | 23.1786716593 |
| 1993-06-01 | 23.1856561703 |
| 1993-07-01 | 23.3303761973 |
| 1993-08-01 | 23.7496955206 |
| 1993-09-01 | 23.5937287326 |
| 1993-10-01 | 23.7401590666 |
| 1993-11-01 | 23.6276063424 |
| 1993-12-01 | 23.7805596517 |
| 1994-01-01 | 23.7382638419 |
| 1994-02-01 | 23.7840003362 |
| 1994-03-01 | 23.9163846001 |
| 1994-04-01 | 24.1732179888 |
| 1994-05-01 | 24.2857180635 |
| 1994-06-01 | 24.3942177017 |
| 1994-07-01 | 24.3996258934 |
| 1994-08-01 | 24.5543757616 |
| 1994-09-01 | 24.5910804778 |
| 1994-10-01 | 24.8382790283 |
| 1994-11-01 | 24.8561816484 |
| 1994-12-01 | 24.8024104038 |
| 1995-01-01 | 24.9328847852 |
| 1995-02-01 | 24.8722408355 |
| 1995-03-01 | 24.5824775021 |
| 1995-04-01 | 24.4857414341 |
| 1995-05-01 | 24.4785579426 |
| 1995-06-01 | 24.4031990721 |
| 1995-07-01 | 24.4792674536 |
| 1995-08-01 | 24.3545771948 |
| 1995-09-01 | 24.5010238755 |
| 1995-10-01 | 24.3405186267 |
| 1995-11-01 | 24.4868251403 |
| 1995-12-01 | 24.5367364260 |
| 1996-01-01 | 24.4237765730 |
| 1996-02-01 | 24.3420379498 |
| 1996-03-01 | 24.5521683222 |
| 1996-04-01 | 24.5895656343 |
| 1996-05-01 | 24.6639532710 |
| 1996-06-01 | 24.7043426282 |
| 1996-07-01 | 24.8744070386 |
| 1996-08-01 | 24.6552103512 |
| 1996-09-01 | 24.5096979067 |
| 1996-10-01 | 24.0646400350 |
| 1996-11-01 | 24.1150923872 |
| 1996-12-01 | 24.0658266368 |
| 1997-01-01 | 24.2176614949 |
| 1997-02-01 | 24.3231303427 |
| 1997-03-01 | 24.3124221857 |
| 1997-04-01 | 23.8745589484 |
| 1997-05-01 | 23.8438519887 |
| 1997-06-01 | 23.7931414984 |
| 1997-07-01 | 23.7923805086 |
| 1997-08-01 | 23.6481017343 |
| 1997-09-01 | 23.6251324407 |
| 1997-10-01 | 23.9019337205 |
| 1997-11-01 | 23.8402223150 |
| 1997-12-01 | 23.8989937066 |
| 1998-01-01 | 23.5068870023 |
| 1998-02-01 | 23.2910209762 |
| 1998-03-01 | 23.4781286511 |
| 1998-04-01 | 23.4585030846 |
| 1998-05-01 | 23.4330585204 |
| 1998-06-01 | 23.1752518017 |
| 1998-07-01 | 23.3136036664 |
| 1998-08-01 | 23.5348713467 |
| 1998-09-01 | 23.6501608268 |
| 1998-10-01 | 23.9298730974 |
| 1998-11-01 | 23.6604497921 |
| 1998-12-01 | 23.7115160668 |
| 1999-01-01 | 23.8055696018 |
| 1999-02-01 | 23.8841944212 |
| 1999-03-01 | 23.7550266277 |
| 1999-04-01 | 24.0377532931 |
| 1999-05-01 | 24.0245033349 |
| 1999-06-01 | 24.0576447077 |
| 1999-07-01 | 23.9304504411 |
| 1999-08-01 | 23.9159823493 |
| 1999-09-01 | 23.8696893636 |
| 1999-10-01 | 23.6429089588 |
| 1999-11-01 | 23.6733493294 |
| 1999-12-01 | 23.6229094810 |
| 2000-01-01 | 23.8053161088 |
| 2000-02-01 | 23.7826256255 |
| 2000-03-01 | 23.8594300358 |
| 2000-04-01 | 23.7307079792 |
| 2000-05-01 | 23.6198104175 |
| 2000-06-01 | 23.5388947713 |
| 2000-07-01 | 23.3270737334 |
| 2000-08-01 | 23.2952093991 |
| 2000-09-01 | 23.2815726005 |
| 2000-10-01 | 23.2450372961 |
| 2000-11-01 | 23.3788307820 |
| 2000-12-01 | 23.3217067078 |
| 2001-01-01 | 22.6178863082 |
| 2001-02-01 | 22.5054291371 |
| 2001-03-01 | 22.2722046163 |
| 2001-04-01 | 21.9261814863 |
| 2001-05-01 | 21.8154969002 |
| 2001-06-01 | 21.7303721052 |
| 2001-07-01 | 21.7055377258 |
| 2001-08-01 | 21.4766051441 |
| 2001-09-01 | 21.0833878825 |
| 2001-10-01 | 20.9396848293 |
| 2001-11-01 | 20.6780929685 |
| 2001-12-01 | 20.6238810616 |
| 2002-01-01 | 20.4346916929 |
| 2002-02-01 | 20.3212168416 |
| 2002-03-01 | 20.2922190014 |
| 2002-04-01 | 20.2354823532 |
| 2002-05-01 | 20.1135006407 |
| 2002-06-01 | 20.0290608841 |
| 2002-07-01 | 20.0687192730 |
| 2002-08-01 | 19.6590751217 |
| 2002-09-01 | 19.7920957714 |
| 2002-10-01 | 19.6205798062 |
| 2002-11-01 | 19.4778750275 |
| 2002-12-01 | 18.9256800475 |
| 2003-01-01 | 17.8523169588 |
| 2003-02-01 | 17.8435255996 |
| 2003-03-01 | 17.8132358554 |
| 2003-04-01 | 17.7371730867 |
| 2003-05-01 | 17.7008189351 |
| 2003-06-01 | 17.6424192551 |
| 2003-07-01 | 17.4347478256 |
| 2003-08-01 | 17.4545637201 |
| 2003-09-01 | 17.3823117201 |
| 2003-10-01 | 17.5118995233 |
| 2003-11-01 | 17.4742504010 |
| 2003-12-01 | 17.5260485016 |
| 2004-01-01 | 17.4618720984 |
| 2004-02-01 | 17.5629466406 |
| 2004-03-01 | 17.5342941440 |
| 2004-04-01 | 17.7415920253 |
| 2004-05-01 | 17.7897199327 |
| 2004-06-01 | 17.8582919368 |
| 2004-07-01 | 18.0052302094 |
| 2004-08-01 | 18.1456397279 |
| 2004-09-01 | 18.2717510557 |
| 2004-10-01 | 18.3116297171 |
| 2004-11-01 | 18.4744051592 |
| 2004-12-01 | 18.5258427097 |
| 2005-01-01 | 18.6642280062 |
| 2005-02-01 | 18.7780417163 |
| 2005-03-01 | 18.7419785831 |
| 2005-04-01 | 18.0507537966 |
| 2005-05-01 | 18.0796250037 |
| 2005-06-01 | 18.1826328843 |
| 2005-07-01 | 18.2829713877 |
| 2005-08-01 | 18.3410739675 |
| 2005-09-01 | 18.3548746416 |
| 2005-10-01 | 18.5256796107 |
| 2005-11-01 | 18.5645177868 |
| 2005-12-01 | 18.6122175193 |
| 2006-01-01 | 18.8605158935 |
| 2006-02-01 | 18.8906068813 |
| 2006-03-01 | 18.8403090251 |
| 2006-04-01 | 19.1726641763 |
| 2006-05-01 | 19.0843992480 |
| 2006-06-01 | 19.2050102370 |
| 2006-07-01 | 18.5687949559 |
| 2006-08-01 | 18.5269522912 |
| 2006-09-01 | 18.5445587135 |
| 2006-10-01 | 18.2358679318 |
| 2006-11-01 | 18.2570364991 |
| 2006-12-01 | 18.1949648109 |
| 2007-01-01 | 17.9571331067 |
| 2007-02-01 | 17.8021830305 |
| 2007-03-01 | 17.7315708665 |
| 2007-04-01 | 17.5862358459 |
| 2007-05-01 | 17.3903827705 |
| 2007-06-01 | 17.4212078910 |
| 2007-07-01 | 17.4733952917 |
| 2007-08-01 | 17.4275035425 |
| 2007-09-01 | 17.2327617545 |
| 2007-10-01 | 17.1391128961 |
| 2007-11-01 | 16.9467581524 |
| 2007-12-01 | 16.8752632462 |
| 2008-01-01 | 16.8510380771 |
| 2008-02-01 | 16.9145721519 |
| 2008-03-01 | 16.9206193533 |
| 2008-04-01 | 16.7894876185 |
| 2008-05-01 | 16.8990116392 |
| 2008-06-01 | 16.8301028316 |
| 2008-07-01 | 16.8951265771 |
| 2008-08-01 | 16.8286350187 |
| 2008-09-01 | 16.7350439191 |
| 2008-10-01 | 16.6289032922 |
| 2008-11-01 | 16.5383278699 |
| 2008-12-01 | 16.3666886188 |
| 2009-01-01 | 16.1500888110 |
| 2009-02-01 | 15.7133441508 |
| 2009-03-01 | 15.4102177065 |
| 2009-04-01 | 15.1771499182 |
| 2009-05-01 | 15.2968669117 |
| 2009-06-01 | 15.3358833062 |
| 2009-07-01 | 15.3303852390 |
| 2009-08-01 | 15.4445436591 |
| 2009-09-01 | 15.5409756210 |
| 2009-10-01 | 15.5159489293 |
| 2009-11-01 | 15.7297246984 |
| 2009-12-01 | 15.8629123338 |
| 2010-01-01 | 15.9436831428 |
| 2010-02-01 | 16.1085356945 |
| 2010-03-01 | 16.1984169755 |
| 2010-04-01 | 16.2562687741 |
| 2010-05-01 | 16.1975734455 |
| 2010-06-01 | 16.2445602380 |
| 2010-07-01 | 16.0604218458 |
| 2010-08-01 | 16.0603530324 |
| 2010-09-01 | 16.0536928662 |
| 2010-10-01 | 16.2032095337 |
| 2010-11-01 | 16.1236520637 |
| 2010-12-01 | 16.1674121056 |
| 2011-01-01 | 16.3401808907 |
| 2011-02-01 | 16.5016319303 |
| 2011-03-01 | 16.3818255537 |
| 2011-04-01 | 16.4353986167 |
| 2011-05-01 | 16.4925357435 |
| 2011-06-01 | 16.4467082339 |
| 2011-07-01 | 16.4867519314 |
| 2011-08-01 | 16.4804410065 |
| 2011-09-01 | 16.4596202214 |
| 2011-10-01 | 16.4968736869 |
| 2011-11-01 | 16.5242800811 |
| 2011-12-01 | 16.4735845298 |
| 2012-01-01 | 16.4334522721 |
| 2012-02-01 | 16.4949983484 |
| 2012-03-01 | 16.4681925006 |
| 2012-04-01 | 16.6232355112 |
| 2012-05-01 | 16.5890193283 |
| 2012-06-01 | 16.5555041369 |
| 2012-07-01 | 16.4946295952 |
| 2012-08-01 | 16.4819216144 |
| 2012-09-01 | 16.5684432789 |
| 2012-10-01 | 16.4990736296 |
| 2012-11-01 | 16.4272687788 |
| 2012-12-01 | 16.3829077994 |
| 2013-01-01 | 16.3319740645 |
| 2013-02-01 | 16.2840535423 |
| 2013-03-01 | 16.3554104245 |
| 2013-04-01 | 16.2264393008 |
| 2013-05-01 | 16.0812308498 |
| 2013-06-01 | 16.0554725121 |
| 2013-07-01 | 16.2003094067 |
| 2013-08-01 | 16.1788750796 |
| 2013-09-01 | 16.1677221802 |
| 2013-10-01 | 16.3118251227 |
| 2013-11-01 | 16.3328780244 |
| 2013-12-01 | 16.3918686364 |
| 2014-01-01 | 16.3271044529 |
| 2014-02-01 | 16.2684211799 |
| 2014-03-01 | 16.3483224746 |
| 2014-04-01 | 16.3350179683 |
| 2014-05-01 | 16.3787974742 |
| 2014-06-01 | 16.4578057283 |
| 2014-07-01 | 16.3960707161 |
| 2014-08-01 | 16.5685870378 |
| 2014-09-01 | 16.4778863801 |
| 2014-10-01 | 16.3292249707 |
| 2014-11-01 | 16.3329054045 |
| 2014-12-01 | 16.2918681636 |
| 2015-01-01 | 16.3266892438 |
| 2015-02-01 | 16.3462054750 |
| 2015-03-01 | 16.2479415508 |
| 2015-04-01 | 15.4446018453 |
| 2015-05-01 | 15.4845373727 |
| 2015-06-01 | 15.4499715436 |
| 2015-07-01 | 15.6934499034 |
| 2015-08-01 | 15.5637083688 |
| 2015-09-01 | 15.4896412451 |
| 2015-10-01 | 15.5440715035 |
| 2015-11-01 | 15.5271071499 |
| 2015-12-01 | 15.4866468194 |
| 2016-01-01 | 15.7304595937 |
| 2016-02-01 | 15.6141047583 |
| 2016-03-01 | 15.7621479970 |
| 2016-04-01 | 15.6486515640 |
| 2016-05-01 | 15.6948337272 |
| 2016-06-01 | 15.6503156047 |
| 2016-07-01 | 15.4854189821 |
| 2016-08-01 | 15.4623731733 |
| 2016-09-01 | 15.5136318017 |
| 2016-10-01 | 15.3469901587 |
| 2016-11-01 | 15.3105008058 |
| 2016-12-01 | 15.2698642449 |
| 2017-01-01 | 15.3383655572 |
| 2017-02-01 | 15.3799373749 |
| 2017-03-01 | 15.3817886760 |
| 2017-04-01 | 15.5514498297 |
| 2017-05-01 | 15.3203715769 |
| 2017-06-01 | 15.2535516980 |
| 2017-07-01 | 15.2875847300 |
| 2017-08-01 | 15.2641455823 |
| 2017-09-01 | 15.2204221378 |
| 2017-10-01 | 15.3431089096 |
| 2017-11-01 | 15.3878423240 |
| 2017-12-01 | 15.4443823948 |
| 2018-01-01 | 15.4505951183 |
| 2018-02-01 | 15.4530599915 |
| 2018-03-01 | 15.3978719253 |
| 2018-04-01 | 15.4505584447 |
| 2018-05-01 | 15.4571336597 |
| 2018-06-01 | 15.5736588839 |
| 2018-07-01 | 15.6920057362 |
| 2018-08-01 | 15.6579399962 |
| 2018-09-01 | 15.6294233595 |
| 2018-10-01 | 15.6210489682 |
| 2018-11-01 | 15.6667619544 |
| 2018-12-01 | 15.6130261780 |
| 2019-01-01 | 15.4595326533 |
| 2019-02-01 | 15.3416553094 |
| 2019-03-01 | 15.5113618661 |
| 2019-04-01 | 15.8478342347 |
| 2019-05-01 | 15.7963042467 |
| 2019-06-01 | 15.7955705264 |
| 2019-07-01 | 15.7041581730 |
| 2019-08-01 | 15.5484837236 |
| 2019-09-01 | 15.5222698050 |
| 2019-10-01 | 15.4971831591 |
| 2019-11-01 | 15.4516311904 |
| 2019-12-01 | 15.3900834300 |
| 2020-01-01 | 15.3689296084 |
| 2020-02-01 | 15.3427498989 |
| 2020-03-01 | 15.4209508936 |
| 2020-04-01 | 14.8429694272 |
| 2020-05-01 | 13.9172101994 |
| 2020-06-01 | 14.6122989159 |
| 2020-07-01 | 14.9179895309 |
| 2020-08-01 | 15.0423152471 |
| 2020-09-01 | 15.1129539073 |
| 2020-10-01 | 15.0740321657 |
| 2020-11-01 | 15.1477570114 |
| 2020-12-01 | 15.1858651879 |
| 2021-01-01 | 15.1710500960 |
| 2021-02-01 | 15.1527443835 |
| 2021-03-01 | 15.2206321389 |
| 2021-04-01 | 15.1364904222 |
| 2021-05-01 | 15.1211870165 |
| 2021-06-01 | 15.1162091791 |
| 2021-07-01 | 15.2313303536 |
| 2021-08-01 | 15.4423272412 |
| 2021-09-01 | 15.3977923524 |
| 2021-10-01 | 15.5644098475 |
| 2021-11-01 | 15.5499487562 |
| 2021-12-01 | 15.7006764385 |
| 2022-01-01 | 15.7732532544 |
| 2022-02-01 | 15.8712064857 |
| 2022-03-01 | 16.0104801590 |
| 2022-04-01 | 16.2282686215 |
| 2022-05-01 | 16.3021839320 |
| 2022-06-01 | 16.3089373390 |
| 2022-07-01 | 16.3328337609 |
| 2022-08-01 | 16.2480824291 |
| 2022-09-01 | 16.3957509658 |
| 2022-10-01 | 16.4630902636 |
| 2022-11-01 | 16.4579022086 |
| 2022-12-01 | 16.5262948729 |
| 2023-01-01 | 16.6769447474 |
| 2023-02-01 | 16.5908874678 |
| 2023-03-01 | 16.6018407869 |
| 2023-04-01 | 16.6173801273 |
| 2023-05-01 | 16.6696417193 |
| 2023-06-01 | 16.7896725831 |
| 2023-07-01 | 16.8209208614 |
| 2023-08-01 | 16.8599674025 |
| 2023-09-01 | 16.9997984584 |
| 2023-10-01 | 16.9743596181 |
| 2023-11-01 | 17.0639875213 |
| 2023-12-01 | 17.0563657506 |
| 2024-01-01 | 17.0850480459 |
| 2024-02-01 | 17.1100318913 |
| 2024-03-01 | 17.0938062114 |
| 2024-04-01 | 17.1092420893 |
| 2024-05-01 | 17.1319909341 |
| 2024-06-01 | 17.1616315888 |
| 2024-07-01 | 17.2018498449 |
| 2024-08-01 | 17.2756539622 |
| 2024-09-01 | 17.3080473489 |
| 2024-10-01 | 17.3914634585 |
| 2024-11-01 | 17.4693406590 |
| 2024-12-01 | 17.4842150343 |
| 2025-01-01 | 17.5918506819 |
| 2025-02-01 | 17.6208549161 |
| 2025-03-01 | 17.6869429930 |
| 2025-04-01 | 17.7033922925 |
| 2025-05-01 | 17.7033756163 |
| 2025-06-01 | 17.7383595798 |
| 2025-07-01 | 17.5855279951 |
| 2025-08-01 | 17.4850810708 |
| 2025-09-01 | 17.4161364566 |
| 2025-10-01 | 17.4090602472 |
| 2025-11-01 | 17.3721520790 |
| 2025-12-01 | 17.4041568053 |
| 2026-01-01 | 17.3953582618 |
| 2026-02-01 | 17.4291762902 |
| 2026-03-01 | 17.4784066690 |
| 2026-04-01 | 16.7999918855 |
| 2026-05-01 | 16.8860788778 |
| 2026-06-01 | 16.9261505908 |
| 2026-07-01 | 17.1741175203 |
| 2026-08-01 | 16.9875507706 |
| 2026-09-01 | 17.0259362350 |