Table Data - All Employees: Total Private in Roanoke, VA (MSA)
| Title | All Employees: Total Private in Roanoke, VA (MSA) |
|---|---|
| Series ID | SMU51402200500000001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 6:36 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 | 122.637837807710 |
| 1990-02-01 | 123.460243838779 |
| 1990-03-01 | 123.544991542194 |
| 1990-04-01 | 123.922448967682 |
| 1990-05-01 | 124.150045943607 |
| 1990-06-01 | 124.013195394480 |
| 1990-07-01 | 123.698794737292 |
| 1990-08-01 | 124.000839100934 |
| 1990-09-01 | 124.535419285736 |
| 1990-10-01 | 123.314536713975 |
| 1990-11-01 | 122.837364464598 |
| 1990-12-01 | 122.565180366379 |
| 1991-01-01 | 121.868251242186 |
| 1991-02-01 | 121.400331996093 |
| 1991-03-01 | 121.143599212317 |
| 1991-04-01 | 120.879461815945 |
| 1991-05-01 | 120.753440532176 |
| 1991-06-01 | 121.178573745326 |
| 1991-07-01 | 118.965914172630 |
| 1991-08-01 | 119.297393300059 |
| 1991-09-01 | 119.447319220573 |
| 1991-10-01 | 119.136678460707 |
| 1991-11-01 | 119.474961963033 |
| 1991-12-01 | 118.968492006788 |
| 1992-01-01 | 119.614658091725 |
| 1992-02-01 | 119.456270580744 |
| 1992-03-01 | 119.518414993281 |
| 1992-04-01 | 118.701532331465 |
| 1992-05-01 | 119.153574286977 |
| 1992-06-01 | 119.208363298737 |
| 1992-07-01 | 119.688778856357 |
| 1992-08-01 | 120.016597585505 |
| 1992-09-01 | 119.838385644175 |
| 1992-10-01 | 120.618131955398 |
| 1992-11-01 | 120.653390958894 |
| 1992-12-01 | 120.968182125335 |
| 1993-01-01 | 121.611250969429 |
| 1993-02-01 | 122.511597756581 |
| 1993-03-01 | 121.577647113539 |
| 1993-04-01 | 121.877527561846 |
| 1993-05-01 | 122.154671522071 |
| 1993-06-01 | 122.312216466478 |
| 1993-07-01 | 121.701983462532 |
| 1993-08-01 | 122.663648144884 |
| 1993-09-01 | 123.454956163544 |
| 1993-10-01 | 124.547892776724 |
| 1993-11-01 | 124.154259516507 |
| 1993-12-01 | 124.599276148695 |
| 1994-01-01 | 124.225854677877 |
| 1994-02-01 | 124.459256195373 |
| 1994-03-01 | 125.229546864770 |
| 1994-04-01 | 125.971453085743 |
| 1994-05-01 | 126.303035510021 |
| 1994-06-01 | 126.991235518281 |
| 1994-07-01 | 127.430687824503 |
| 1994-08-01 | 127.808308566601 |
| 1994-09-01 | 127.722358084525 |
| 1994-10-01 | 128.516075862316 |
| 1994-11-01 | 128.461961848760 |
| 1994-12-01 | 128.693818256076 |
| 1995-01-01 | 130.503230580150 |
| 1995-02-01 | 129.825821100164 |
| 1995-03-01 | 129.910193129112 |
| 1995-04-01 | 129.854679044765 |
| 1995-05-01 | 129.711522025112 |
| 1995-06-01 | 129.799725985920 |
| 1995-07-01 | 129.882865792806 |
| 1995-08-01 | 129.558746907221 |
| 1995-09-01 | 130.509832910155 |
| 1995-10-01 | 130.137710922829 |
| 1995-11-01 | 130.674573989204 |
| 1995-12-01 | 131.642186832450 |
| 1996-01-01 | 130.969673350614 |
| 1996-02-01 | 132.379892852602 |
| 1996-03-01 | 132.613489920649 |
| 1996-04-01 | 133.194039764317 |
| 1996-05-01 | 132.977465810857 |
| 1996-06-01 | 133.519104662830 |
| 1996-07-01 | 133.541420034872 |
| 1996-08-01 | 134.035812168537 |
| 1996-09-01 | 133.532568468230 |
| 1996-10-01 | 133.453563439833 |
| 1996-11-01 | 134.292111972963 |
| 1996-12-01 | 133.875795022858 |
| 1997-01-01 | 134.707306989353 |
| 1997-02-01 | 134.638153295633 |
| 1997-03-01 | 135.146431005058 |
| 1997-04-01 | 134.550431023037 |
| 1997-05-01 | 135.672553065934 |
| 1997-06-01 | 135.580569152158 |
| 1997-07-01 | 134.602936323322 |
| 1997-08-01 | 135.658065998366 |
| 1997-09-01 | 136.095908026669 |
| 1997-10-01 | 136.501387098394 |
| 1997-11-01 | 136.582394778604 |
| 1997-12-01 | 137.052368492125 |
| 1998-01-01 | 136.289562783126 |
| 1998-02-01 | 136.480843061371 |
| 1998-03-01 | 136.801236578374 |
| 1998-04-01 | 137.753133438776 |
| 1998-05-01 | 138.063205329758 |
| 1998-06-01 | 137.838907542647 |
| 1998-07-01 | 138.598368080054 |
| 1998-08-01 | 139.245674428095 |
| 1998-09-01 | 139.419513721055 |
| 1998-10-01 | 140.223108472967 |
| 1998-11-01 | 139.880670295220 |
| 1998-12-01 | 139.951191179865 |
| 1999-01-01 | 140.462964618037 |
| 1999-02-01 | 140.935422505426 |
| 1999-03-01 | 141.044966409573 |
| 1999-04-01 | 141.255421189834 |
| 1999-05-01 | 141.400392035160 |
| 1999-06-01 | 141.610575646691 |
| 1999-07-01 | 141.623791132604 |
| 1999-08-01 | 141.246324187419 |
| 1999-09-01 | 141.251412194235 |
| 1999-10-01 | 140.804934922542 |
| 1999-11-01 | 141.160606361743 |
| 1999-12-01 | 141.700570933733 |
| 2000-01-01 | 142.274778983984 |
| 2000-02-01 | 142.457919657988 |
| 2000-03-01 | 143.679655287722 |
| 2000-04-01 | 142.461681947827 |
| 2000-05-01 | 142.452947398613 |
| 2000-06-01 | 142.968674298885 |
| 2000-07-01 | 143.461454355593 |
| 2000-08-01 | 143.823269269197 |
| 2000-09-01 | 143.764318162360 |
| 2000-10-01 | 144.229641198048 |
| 2000-11-01 | 144.237393023983 |
| 2000-12-01 | 144.008409037598 |
| 2001-01-01 | 143.463471513666 |
| 2001-02-01 | 143.462844560168 |
| 2001-03-01 | 143.283472453621 |
| 2001-04-01 | 143.980438168666 |
| 2001-05-01 | 143.945309829609 |
| 2001-06-01 | 144.533956665417 |
| 2001-07-01 | 143.075077433936 |
| 2001-08-01 | 143.159314114943 |
| 2001-09-01 | 143.132802333758 |
| 2001-10-01 | 142.888041480576 |
| 2001-11-01 | 142.677646711055 |
| 2001-12-01 | 143.390518522686 |
| 2002-01-01 | 142.708961659639 |
| 2002-02-01 | 142.729252692220 |
| 2002-03-01 | 143.083085881438 |
| 2002-04-01 | 142.205402955853 |
| 2002-05-01 | 142.334370963052 |
| 2002-06-01 | 142.507194743338 |
| 2002-07-01 | 142.147089055415 |
| 2002-08-01 | 142.376418215005 |
| 2002-09-01 | 142.951209986896 |
| 2002-10-01 | 142.579788617783 |
| 2002-11-01 | 142.440274704125 |
| 2002-12-01 | 141.978034799075 |
| 2003-01-01 | 139.433900996180 |
| 2003-02-01 | 138.773082487758 |
| 2003-03-01 | 138.324906719810 |
| 2003-04-01 | 138.472654218167 |
| 2003-05-01 | 138.360166973104 |
| 2003-06-01 | 136.895733161853 |
| 2003-07-01 | 136.463369523708 |
| 2003-08-01 | 136.052713619997 |
| 2003-09-01 | 136.328534663644 |
| 2003-10-01 | 137.067597597039 |
| 2003-11-01 | 136.693743369319 |
| 2003-12-01 | 136.726669406596 |
| 2004-01-01 | 135.801342708135 |
| 2004-02-01 | 135.011172191632 |
| 2004-03-01 | 136.051413397683 |
| 2004-04-01 | 136.340245862655 |
| 2004-05-01 | 136.814335507126 |
| 2004-06-01 | 136.907268657600 |
| 2004-07-01 | 137.046364258736 |
| 2004-08-01 | 137.041031591381 |
| 2004-09-01 | 136.561843145687 |
| 2004-10-01 | 135.625721375218 |
| 2004-11-01 | 136.010002878433 |
| 2004-12-01 | 136.041488523555 |
| 2005-01-01 | 136.679942576492 |
| 2005-02-01 | 137.347001991985 |
| 2005-03-01 | 137.152622043591 |
| 2005-04-01 | 137.553118921050 |
| 2005-05-01 | 137.595967896907 |
| 2005-06-01 | 137.132686522370 |
| 2005-07-01 | 138.775175907865 |
| 2005-08-01 | 139.333947811737 |
| 2005-09-01 | 139.385899012905 |
| 2005-10-01 | 139.312367243540 |
| 2005-11-01 | 139.474219089846 |
| 2005-12-01 | 139.918396314271 |
| 2006-01-01 | 140.789498337448 |
| 2006-02-01 | 140.994777426076 |
| 2006-03-01 | 141.312001142970 |
| 2006-04-01 | 141.046117150144 |
| 2006-05-01 | 140.755855039619 |
| 2006-06-01 | 141.565618451257 |
| 2006-07-01 | 141.693436815211 |
| 2006-08-01 | 141.502406124400 |
| 2006-09-01 | 141.241257556923 |
| 2006-10-01 | 141.523225016461 |
| 2006-11-01 | 141.905634178915 |
| 2006-12-01 | 142.043613894229 |
| 2007-01-01 | 142.354149581195 |
| 2007-02-01 | 141.758839745554 |
| 2007-03-01 | 142.407018214717 |
| 2007-04-01 | 141.928781477006 |
| 2007-05-01 | 141.971490978420 |
| 2007-06-01 | 141.978526199051 |
| 2007-07-01 | 142.096799659969 |
| 2007-08-01 | 141.646987972951 |
| 2007-09-01 | 141.128139820730 |
| 2007-10-01 | 141.386394854163 |
| 2007-11-01 | 141.415221028046 |
| 2007-12-01 | 141.165296061719 |
| 2008-01-01 | 141.054915374633 |
| 2008-02-01 | 141.144191559161 |
| 2008-03-01 | 140.946164209207 |
| 2008-04-01 | 140.820865387709 |
| 2008-05-01 | 140.648803261916 |
| 2008-06-01 | 140.419298097962 |
| 2008-07-01 | 140.098593814931 |
| 2008-08-01 | 140.651011280456 |
| 2008-09-01 | 140.378301441663 |
| 2008-10-01 | 139.955817449290 |
| 2008-11-01 | 139.044409244326 |
| 2008-12-01 | 138.500053214802 |
| 2009-01-01 | 136.893531134455 |
| 2009-02-01 | 135.925377804938 |
| 2009-03-01 | 134.789246686721 |
| 2009-04-01 | 133.830578527955 |
| 2009-05-01 | 133.796764942793 |
| 2009-06-01 | 133.489471086907 |
| 2009-07-01 | 132.283558503303 |
| 2009-08-01 | 132.323839138274 |
| 2009-09-01 | 132.816086375059 |
| 2009-10-01 | 132.698348233625 |
| 2009-11-01 | 132.822159486749 |
| 2009-12-01 | 132.864041011283 |
| 2010-01-01 | 132.932582776829 |
| 2010-02-01 | 132.289979449755 |
| 2010-03-01 | 132.991436311923 |
| 2010-04-01 | 134.290332395158 |
| 2010-05-01 | 134.067054525016 |
| 2010-06-01 | 133.973201336942 |
| 2010-07-01 | 133.507867097232 |
| 2010-08-01 | 132.669397611098 |
| 2010-09-01 | 132.575511868305 |
| 2010-10-01 | 133.623613955494 |
| 2010-11-01 | 133.538260311185 |
| 2010-12-01 | 133.360050248753 |
| 2011-01-01 | 133.427547127845 |
| 2011-02-01 | 133.955535513693 |
| 2011-03-01 | 133.959740811102 |
| 2011-04-01 | 134.119926775765 |
| 2011-05-01 | 133.852622814740 |
| 2011-06-01 | 133.855726841156 |
| 2011-07-01 | 134.402588625573 |
| 2011-08-01 | 134.261153011590 |
| 2011-09-01 | 134.512169799663 |
| 2011-10-01 | 134.304601265697 |
| 2011-11-01 | 134.252230810501 |
| 2011-12-01 | 134.533930194144 |
| 2012-01-01 | 135.094725440066 |
| 2012-02-01 | 135.034861321491 |
| 2012-03-01 | 135.590552877903 |
| 2012-04-01 | 135.568261753850 |
| 2012-05-01 | 135.574876710891 |
| 2012-06-01 | 135.551880877944 |
| 2012-07-01 | 135.943334190709 |
| 2012-08-01 | 136.230109598456 |
| 2012-09-01 | 136.506817784280 |
| 2012-10-01 | 136.394170507025 |
| 2012-11-01 | 136.554923414604 |
| 2012-12-01 | 136.590294737920 |
| 2013-01-01 | 136.136294483075 |
| 2013-02-01 | 136.718147412112 |
| 2013-03-01 | 136.835983296619 |
| 2013-04-01 | 136.542587873440 |
| 2013-05-01 | 136.508499659651 |
| 2013-06-01 | 136.616584834818 |
| 2013-07-01 | 136.603289860695 |
| 2013-08-01 | 136.789385998318 |
| 2013-09-01 | 136.829217565295 |
| 2013-10-01 | 137.054108436804 |
| 2013-11-01 | 137.238380820646 |
| 2013-12-01 | 137.231950483865 |
| 2014-01-01 | 137.189444687161 |
| 2014-02-01 | 136.684250638047 |
| 2014-03-01 | 137.297604585803 |
| 2014-04-01 | 137.779964054250 |
| 2014-05-01 | 137.825895569006 |
| 2014-06-01 | 137.930761573449 |
| 2014-07-01 | 137.754048079410 |
| 2014-08-01 | 138.100723772745 |
| 2014-09-01 | 138.371654399273 |
| 2014-10-01 | 137.776406250780 |
| 2014-11-01 | 138.012802598717 |
| 2014-12-01 | 138.276378847657 |
| 2015-01-01 | 138.144887557039 |
| 2015-02-01 | 137.946383739515 |
| 2015-03-01 | 137.888837999081 |
| 2015-04-01 | 137.329991574516 |
| 2015-05-01 | 138.106621426422 |
| 2015-06-01 | 137.987819881712 |
| 2015-07-01 | 138.621665463229 |
| 2015-08-01 | 138.777398429876 |
| 2015-09-01 | 138.811801539279 |
| 2015-10-01 | 139.066383587407 |
| 2015-11-01 | 139.206430003239 |
| 2015-12-01 | 139.429163855169 |
| 2016-01-01 | 139.596975642436 |
| 2016-02-01 | 139.183980937895 |
| 2016-03-01 | 139.869393229070 |
| 2016-04-01 | 139.988500965736 |
| 2016-05-01 | 139.786713071792 |
| 2016-06-01 | 140.155215486660 |
| 2016-07-01 | 139.881529011205 |
| 2016-08-01 | 139.805134224106 |
| 2016-09-01 | 139.635466582395 |
| 2016-10-01 | 139.533064704722 |
| 2016-11-01 | 139.318945112354 |
| 2016-12-01 | 138.770885106737 |
| 2017-01-01 | 138.223303533550 |
| 2017-02-01 | 138.896056413218 |
| 2017-03-01 | 138.730831992983 |
| 2017-04-01 | 138.366675697981 |
| 2017-05-01 | 138.516077085321 |
| 2017-06-01 | 138.248823409019 |
| 2017-07-01 | 138.381833768059 |
| 2017-08-01 | 138.342828647423 |
| 2017-09-01 | 138.205017385956 |
| 2017-10-01 | 138.476760717712 |
| 2017-11-01 | 138.822932355488 |
| 2017-12-01 | 139.378981992435 |
| 2018-01-01 | 138.847462338566 |
| 2018-02-01 | 138.767955571264 |
| 2018-03-01 | 139.080983673857 |
| 2018-04-01 | 139.401542660647 |
| 2018-05-01 | 139.673612761236 |
| 2018-06-01 | 139.715260238817 |
| 2018-07-01 | 139.595926526654 |
| 2018-08-01 | 139.358120220680 |
| 2018-09-01 | 139.758501075606 |
| 2018-10-01 | 139.704235323690 |
| 2018-11-01 | 139.503433998400 |
| 2018-12-01 | 139.117515130071 |
| 2019-01-01 | 139.999738408503 |
| 2019-02-01 | 140.019761632811 |
| 2019-03-01 | 140.359795546591 |
| 2019-04-01 | 140.834675161794 |
| 2019-05-01 | 140.646756834012 |
| 2019-06-01 | 140.734085759694 |
| 2019-07-01 | 140.042717277211 |
| 2019-08-01 | 139.642116634808 |
| 2019-09-01 | 139.363501545891 |
| 2019-10-01 | 139.262894633469 |
| 2019-11-01 | 139.177011634233 |
| 2019-12-01 | 139.120816629425 |
| 2020-01-01 | 140.166936518331 |
| 2020-02-01 | 140.474611591705 |
| 2020-03-01 | 139.721420333610 |
| 2020-04-01 | 123.978456671377 |
| 2020-05-01 | 124.216268043794 |
| 2020-06-01 | 128.364396808496 |
| 2020-07-01 | 130.493797238100 |
| 2020-08-01 | 131.794187529314 |
| 2020-09-01 | 132.670398933745 |
| 2020-10-01 | 133.454112639433 |
| 2020-11-01 | 133.946541745718 |
| 2020-12-01 | 134.327231462081 |
| 2021-01-01 | 134.371469488331 |
| 2021-02-01 | 134.548295984534 |
| 2021-03-01 | 134.455818578526 |
| 2021-04-01 | 134.196765799346 |
| 2021-05-01 | 134.767708937391 |
| 2021-06-01 | 134.367467234057 |
| 2021-07-01 | 135.553246214053 |
| 2021-08-01 | 135.633900759284 |
| 2021-09-01 | 135.164729204288 |
| 2021-10-01 | 136.383848671997 |
| 2021-11-01 | 136.420026348576 |
| 2021-12-01 | 136.869253162694 |
| 2022-01-01 | 136.781142903962 |
| 2022-02-01 | 137.488408094955 |
| 2022-03-01 | 137.551552273742 |
| 2022-04-01 | 138.617175937758 |
| 2022-05-01 | 138.755421325413 |
| 2022-06-01 | 138.610336099873 |
| 2022-07-01 | 138.917273450887 |
| 2022-08-01 | 139.057797722793 |
| 2022-09-01 | 140.288919026024 |
| 2022-10-01 | 139.446291655546 |
| 2022-11-01 | 140.099753593015 |
| 2022-12-01 | 140.409548460122 |
| 2023-01-01 | 140.898242750558 |
| 2023-02-01 | 141.115808600810 |
| 2023-03-01 | 141.168583722162 |
| 2023-04-01 | 140.694310365550 |
| 2023-05-01 | 140.489526143245 |
| 2023-06-01 | 141.097139136639 |
| 2023-07-01 | 140.983796218879 |
| 2023-08-01 | 141.190225571456 |
| 2023-09-01 | 141.303980548459 |
| 2023-10-01 | 141.326750413166 |
| 2023-11-01 | 141.291168318900 |
| 2023-12-01 | 141.273097353588 |
| 2024-01-01 | 141.275367692425 |
| 2024-02-01 | 141.901512897849 |
| 2024-03-01 | 142.199019388464 |
| 2024-04-01 | 142.380728081778 |
| 2024-05-01 | 142.425689325017 |
| 2024-06-01 | 142.327971930977 |
| 2024-07-01 | 142.545363562708 |
| 2024-08-01 | 142.308629719281 |
| 2024-09-01 | 142.528854051971 |
| 2024-10-01 | 142.586951766161 |
| 2024-11-01 | 142.585389210963 |
| 2024-12-01 | 142.745990840753 |
| 2025-01-01 | 143.148156336915 |
| 2025-02-01 | 143.092193357880 |
| 2025-03-01 | 143.969369175930 |
| 2025-04-01 | 143.767844267349 |
| 2025-05-01 | 144.078922324616 |
| 2025-06-01 | 144.177127000232 |
| 2025-07-01 | 143.978754278277 |
| 2025-08-01 | 144.419070967756 |
| 2025-09-01 | 144.240068234999 |
| 2025-10-01 | 144.315118968843 |
| 2025-11-01 | 144.678232966631 |
| 2025-12-01 | 144.827370756841 |
| 2026-01-01 | 144.909878611880 |
| 2026-02-01 | 143.966754218645 |
| 2026-03-01 | 143.862669266388 |
| 2026-04-01 | 143.883490492291 |
| 2026-05-01 | 144.050718365504 |
| 2026-06-01 | 144.247796747032 |
| 2026-07-01 | 144.291069773694 |