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 2026-06-01 |
| Last Updated | 2026-07-22 9:39 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 | 122.637837809119 |
| 1990-02-01 | 123.460243839246 |
| 1990-03-01 | 123.544991542920 |
| 1990-04-01 | 123.922448957256 |
| 1990-05-01 | 124.150045945558 |
| 1990-06-01 | 124.013195397697 |
| 1990-07-01 | 123.698794744830 |
| 1990-08-01 | 124.000839103194 |
| 1990-09-01 | 124.535419287824 |
| 1990-10-01 | 123.314536699613 |
| 1990-11-01 | 122.837364466740 |
| 1990-12-01 | 122.565180368787 |
| 1991-01-01 | 121.868251243821 |
| 1991-02-01 | 121.400331996384 |
| 1991-03-01 | 121.143599212924 |
| 1991-04-01 | 120.879461806700 |
| 1991-05-01 | 120.753440534069 |
| 1991-06-01 | 121.178573748614 |
| 1991-07-01 | 118.965914181452 |
| 1991-08-01 | 119.297393303292 |
| 1991-09-01 | 119.447319223449 |
| 1991-10-01 | 119.136678442747 |
| 1991-11-01 | 119.474961963962 |
| 1991-12-01 | 118.968492006228 |
| 1992-01-01 | 119.614658091759 |
| 1992-02-01 | 119.456270579934 |
| 1992-03-01 | 119.518414995455 |
| 1992-04-01 | 118.701532326806 |
| 1992-05-01 | 119.153574292440 |
| 1992-06-01 | 119.208363305015 |
| 1992-07-01 | 119.688778868463 |
| 1992-08-01 | 120.016597592111 |
| 1992-09-01 | 119.838385649468 |
| 1992-10-01 | 120.618131931256 |
| 1992-11-01 | 120.653390950820 |
| 1992-12-01 | 120.968182109170 |
| 1993-01-01 | 121.611250960612 |
| 1993-02-01 | 122.511597749630 |
| 1993-03-01 | 121.577647122101 |
| 1993-04-01 | 121.877527573279 |
| 1993-05-01 | 122.154671545306 |
| 1993-06-01 | 122.312216490169 |
| 1993-07-01 | 121.701983485778 |
| 1993-08-01 | 122.663648157246 |
| 1993-09-01 | 123.454956166056 |
| 1993-10-01 | 124.547892733961 |
| 1993-11-01 | 124.154259474278 |
| 1993-12-01 | 124.599276101485 |
| 1994-01-01 | 124.225854651138 |
| 1994-02-01 | 124.459256166947 |
| 1994-03-01 | 125.229546852576 |
| 1994-04-01 | 125.971453224819 |
| 1994-05-01 | 126.303035552553 |
| 1994-06-01 | 126.991235552759 |
| 1994-07-01 | 127.430687886435 |
| 1994-08-01 | 127.808308577838 |
| 1994-09-01 | 127.722358060324 |
| 1994-10-01 | 128.516075785949 |
| 1994-11-01 | 128.461961784983 |
| 1994-12-01 | 128.693818042704 |
| 1995-01-01 | 130.503230578140 |
| 1995-02-01 | 129.825821086492 |
| 1995-03-01 | 129.910193112352 |
| 1995-04-01 | 129.854679333399 |
| 1995-05-01 | 129.711522119561 |
| 1995-06-01 | 129.799726035697 |
| 1995-07-01 | 129.882865894653 |
| 1995-08-01 | 129.558746958480 |
| 1995-09-01 | 130.509832941340 |
| 1995-10-01 | 130.137710475320 |
| 1995-11-01 | 130.674573980754 |
| 1995-12-01 | 131.642186495118 |
| 1996-01-01 | 130.969673389039 |
| 1996-02-01 | 132.379892876451 |
| 1996-03-01 | 132.613489935809 |
| 1996-04-01 | 133.194040210300 |
| 1996-05-01 | 132.977465935798 |
| 1996-06-01 | 133.519104713775 |
| 1996-07-01 | 133.541420185739 |
| 1996-08-01 | 134.035812313902 |
| 1996-09-01 | 133.532568596201 |
| 1996-10-01 | 133.453562598408 |
| 1996-11-01 | 134.292111941889 |
| 1996-12-01 | 133.875794441358 |
| 1997-01-01 | 134.707306951599 |
| 1997-02-01 | 134.638153299107 |
| 1997-03-01 | 135.146431379309 |
| 1997-04-01 | 134.550431613074 |
| 1997-05-01 | 135.672553299012 |
| 1997-06-01 | 135.580569416960 |
| 1997-07-01 | 134.602936661857 |
| 1997-08-01 | 135.658066327135 |
| 1997-09-01 | 136.095908131113 |
| 1997-10-01 | 136.501385440791 |
| 1997-11-01 | 136.582394121448 |
| 1997-12-01 | 137.052367350578 |
| 1998-01-01 | 136.289562574511 |
| 1998-02-01 | 136.480843382000 |
| 1998-03-01 | 136.801237854573 |
| 1998-04-01 | 137.753134702147 |
| 1998-05-01 | 138.063206094352 |
| 1998-06-01 | 137.838908420534 |
| 1998-07-01 | 138.598368131324 |
| 1998-08-01 | 139.245674941555 |
| 1998-09-01 | 139.419513381440 |
| 1998-10-01 | 140.223106011784 |
| 1998-11-01 | 139.880669046273 |
| 1998-12-01 | 139.951185856088 |
| 1999-01-01 | 140.462965380839 |
| 1999-02-01 | 140.935424384105 |
| 1999-03-01 | 141.044969372039 |
| 1999-04-01 | 141.255423839241 |
| 1999-05-01 | 141.400394049997 |
| 1999-06-01 | 141.610577630777 |
| 1999-07-01 | 141.623790887431 |
| 1999-08-01 | 141.246324458013 |
| 1999-09-01 | 141.251411046543 |
| 1999-10-01 | 140.804931076032 |
| 1999-11-01 | 141.160602482451 |
| 1999-12-01 | 141.700556926602 |
| 2000-01-01 | 142.274785098454 |
| 2000-02-01 | 142.457925079340 |
| 2000-03-01 | 143.679660267296 |
| 2000-04-01 | 142.461685957764 |
| 2000-05-01 | 142.452952587505 |
| 2000-06-01 | 142.968676552367 |
| 2000-07-01 | 143.461452903922 |
| 2000-08-01 | 143.823268418350 |
| 2000-09-01 | 143.764315047666 |
| 2000-10-01 | 144.229637701196 |
| 2000-11-01 | 144.237385565901 |
| 2000-12-01 | 144.008386081787 |
| 2001-01-01 | 143.463483196797 |
| 2001-02-01 | 143.462854092531 |
| 2001-03-01 | 143.283479714114 |
| 2001-04-01 | 143.980443656458 |
| 2001-05-01 | 143.945318075573 |
| 2001-06-01 | 144.533958763981 |
| 2001-07-01 | 143.075074940800 |
| 2001-08-01 | 143.159311586661 |
| 2001-09-01 | 143.132797010073 |
| 2001-10-01 | 142.888038607023 |
| 2001-11-01 | 142.677635238411 |
| 2001-12-01 | 143.390490043339 |
| 2002-01-01 | 142.708977745116 |
| 2002-02-01 | 142.729266340948 |
| 2002-03-01 | 143.083094462259 |
| 2002-04-01 | 142.205409274062 |
| 2002-05-01 | 142.334381583596 |
| 2002-06-01 | 142.507195838001 |
| 2002-07-01 | 142.147085121334 |
| 2002-08-01 | 142.376414088447 |
| 2002-09-01 | 142.951202846963 |
| 2002-10-01 | 142.579787454072 |
| 2002-11-01 | 142.440261985672 |
| 2002-12-01 | 141.978005894222 |
| 2003-01-01 | 139.433917318842 |
| 2003-02-01 | 138.773097981478 |
| 2003-03-01 | 138.324915326814 |
| 2003-04-01 | 138.472660478107 |
| 2003-05-01 | 138.360178335187 |
| 2003-06-01 | 136.895733183492 |
| 2003-07-01 | 136.463365209117 |
| 2003-08-01 | 136.052708608190 |
| 2003-09-01 | 136.328527348547 |
| 2003-10-01 | 137.067597140145 |
| 2003-11-01 | 136.693730844105 |
| 2003-12-01 | 136.726644413504 |
| 2004-01-01 | 135.801357958057 |
| 2004-02-01 | 135.011187349747 |
| 2004-03-01 | 136.051420438709 |
| 2004-04-01 | 136.340250598627 |
| 2004-05-01 | 136.814346598322 |
| 2004-06-01 | 136.907267156006 |
| 2004-07-01 | 137.046359821160 |
| 2004-08-01 | 137.041026543735 |
| 2004-09-01 | 136.561836549510 |
| 2004-10-01 | 135.625722300625 |
| 2004-11-01 | 136.009993002344 |
| 2004-12-01 | 136.041472380691 |
| 2005-01-01 | 136.679952466690 |
| 2005-02-01 | 137.347013600891 |
| 2005-03-01 | 137.152627014468 |
| 2005-04-01 | 137.553121976336 |
| 2005-05-01 | 137.595976685289 |
| 2005-06-01 | 137.132684504756 |
| 2005-07-01 | 138.775172441478 |
| 2005-08-01 | 139.333943758212 |
| 2005-09-01 | 139.385894268829 |
| 2005-10-01 | 139.312368121147 |
| 2005-11-01 | 139.474212700216 |
| 2005-12-01 | 139.918389261301 |
| 2006-01-01 | 140.789502612891 |
| 2006-02-01 | 140.994784894339 |
| 2006-03-01 | 141.312003845175 |
| 2006-04-01 | 141.046118652176 |
| 2006-05-01 | 140.755860826076 |
| 2006-06-01 | 141.565616644466 |
| 2006-07-01 | 141.693434240973 |
| 2006-08-01 | 141.502403610543 |
| 2006-09-01 | 141.241254874742 |
| 2006-10-01 | 141.523225647788 |
| 2006-11-01 | 141.905631816816 |
| 2006-12-01 | 142.043612625139 |
| 2007-01-01 | 142.354149536770 |
| 2007-02-01 | 141.758843118230 |
| 2007-03-01 | 142.407019243180 |
| 2007-04-01 | 141.928782045432 |
| 2007-05-01 | 141.971494320595 |
| 2007-06-01 | 141.978525214495 |
| 2007-07-01 | 142.096798246326 |
| 2007-08-01 | 141.646986855039 |
| 2007-09-01 | 141.128138957103 |
| 2007-10-01 | 141.386394592936 |
| 2007-11-01 | 141.415220547647 |
| 2007-12-01 | 141.165295817543 |
| 2008-01-01 | 141.054915291680 |
| 2008-02-01 | 141.144192782931 |
| 2008-03-01 | 140.946164300837 |
| 2008-04-01 | 140.820865337096 |
| 2008-05-01 | 140.648805308318 |
| 2008-06-01 | 140.419297550608 |
| 2008-07-01 | 140.098592995721 |
| 2008-08-01 | 140.651010857100 |
| 2008-09-01 | 140.378301213790 |
| 2008-10-01 | 139.955817339583 |
| 2008-11-01 | 139.044409235450 |
| 2008-12-01 | 138.500053295259 |
| 2009-01-01 | 136.893531164837 |
| 2009-02-01 | 135.925377788919 |
| 2009-03-01 | 134.789246633484 |
| 2009-04-01 | 133.830578474226 |
| 2009-05-01 | 133.796765970408 |
| 2009-06-01 | 133.489470930346 |
| 2009-07-01 | 132.283558053724 |
| 2009-08-01 | 132.323839004863 |
| 2009-09-01 | 132.816086323010 |
| 2009-10-01 | 132.698348272713 |
| 2009-11-01 | 132.822159571638 |
| 2009-12-01 | 132.864041093471 |
| 2010-01-01 | 132.932582868635 |
| 2010-02-01 | 132.289979238618 |
| 2010-03-01 | 132.991436123963 |
| 2010-04-01 | 134.290332376235 |
| 2010-05-01 | 134.067054539221 |
| 2010-06-01 | 133.973201354750 |
| 2010-07-01 | 133.507866831402 |
| 2010-08-01 | 132.669397725099 |
| 2010-09-01 | 132.575512197703 |
| 2010-10-01 | 133.623614477357 |
| 2010-11-01 | 133.538260797880 |
| 2010-12-01 | 133.360050528779 |
| 2011-01-01 | 133.427547431485 |
| 2011-02-01 | 133.955533414276 |
| 2011-03-01 | 133.959740350754 |
| 2011-04-01 | 134.119926492156 |
| 2011-05-01 | 133.852622686532 |
| 2011-06-01 | 133.855726877417 |
| 2011-07-01 | 134.402588669163 |
| 2011-08-01 | 134.261153559462 |
| 2011-09-01 | 134.512171292138 |
| 2011-10-01 | 134.304602703988 |
| 2011-11-01 | 134.252232062829 |
| 2011-12-01 | 134.533930460982 |
| 2012-01-01 | 135.094725144303 |
| 2012-02-01 | 135.034856386925 |
| 2012-03-01 | 135.590551505956 |
| 2012-04-01 | 135.568259656755 |
| 2012-05-01 | 135.574876793550 |
| 2012-06-01 | 135.551882448495 |
| 2012-07-01 | 135.943335158734 |
| 2012-08-01 | 136.230112064594 |
| 2012-09-01 | 136.506822213632 |
| 2012-10-01 | 136.394173099950 |
| 2012-11-01 | 136.554924521992 |
| 2012-12-01 | 136.590294491955 |
| 2013-01-01 | 136.136294406885 |
| 2013-02-01 | 136.718129310255 |
| 2013-03-01 | 136.835983695900 |
| 2013-04-01 | 136.542585768850 |
| 2013-05-01 | 136.508500781125 |
| 2013-06-01 | 136.616589051492 |
| 2013-07-01 | 136.603294116868 |
| 2013-08-01 | 136.789393656915 |
| 2013-09-01 | 136.829227313816 |
| 2013-10-01 | 137.054112807209 |
| 2013-11-01 | 137.238380113198 |
| 2013-12-01 | 137.231946495124 |
| 2014-01-01 | 137.189434602933 |
| 2014-02-01 | 136.684218252021 |
| 2014-03-01 | 137.297605362637 |
| 2014-04-01 | 137.779962086025 |
| 2014-05-01 | 137.825898706848 |
| 2014-06-01 | 137.930772426884 |
| 2014-07-01 | 137.754061193270 |
| 2014-08-01 | 138.100740874183 |
| 2014-09-01 | 138.371676642543 |
| 2014-10-01 | 137.776427413281 |
| 2014-11-01 | 138.012820198017 |
| 2014-12-01 | 138.276330403555 |
| 2015-01-01 | 138.144871952759 |
| 2015-02-01 | 137.946323332043 |
| 2015-03-01 | 137.888812836045 |
| 2015-04-01 | 137.329968048800 |
| 2015-05-01 | 138.106620926036 |
| 2015-06-01 | 137.987849606686 |
| 2015-07-01 | 138.621714737861 |
| 2015-08-01 | 138.777456803914 |
| 2015-09-01 | 138.811865378427 |
| 2015-10-01 | 139.066446340196 |
| 2015-11-01 | 139.206482772262 |
| 2015-12-01 | 139.429045257411 |
| 2016-01-01 | 139.596924047645 |
| 2016-02-01 | 139.183858736082 |
| 2016-03-01 | 139.869282713124 |
| 2016-04-01 | 139.988400009666 |
| 2016-05-01 | 139.786673241397 |
| 2016-06-01 | 140.155388418602 |
| 2016-07-01 | 139.881635933427 |
| 2016-08-01 | 139.805274368469 |
| 2016-09-01 | 139.635609948887 |
| 2016-10-01 | 139.533194529191 |
| 2016-11-01 | 139.319049543049 |
| 2016-12-01 | 138.770707343451 |
| 2017-01-01 | 138.223157612951 |
| 2017-02-01 | 138.895800996274 |
| 2017-03-01 | 138.730588967015 |
| 2017-04-01 | 138.366385428493 |
| 2017-05-01 | 138.515942086599 |
| 2017-06-01 | 138.249206962392 |
| 2017-07-01 | 138.382186937327 |
| 2017-08-01 | 138.343120324629 |
| 2017-09-01 | 138.205252708363 |
| 2017-10-01 | 138.476942344416 |
| 2017-11-01 | 138.823057003389 |
| 2017-12-01 | 139.378747788056 |
| 2018-01-01 | 138.847153589576 |
| 2018-02-01 | 138.767526104486 |
| 2018-03-01 | 139.080536558307 |
| 2018-04-01 | 139.401120343116 |
| 2018-05-01 | 139.673238024862 |
| 2018-06-01 | 139.716229388674 |
| 2018-07-01 | 139.596428662506 |
| 2018-08-01 | 139.358509455434 |
| 2018-09-01 | 139.758806615791 |
| 2018-10-01 | 139.704434234020 |
| 2018-11-01 | 139.503535568088 |
| 2018-12-01 | 139.117235578282 |
| 2019-01-01 | 139.999298144125 |
| 2019-02-01 | 140.019180169690 |
| 2019-03-01 | 140.359177930621 |
| 2019-04-01 | 140.834172442356 |
| 2019-05-01 | 140.646208560055 |
| 2019-06-01 | 140.735578207013 |
| 2019-07-01 | 140.043410646088 |
| 2019-08-01 | 139.642592597941 |
| 2019-09-01 | 139.363725239925 |
| 2019-10-01 | 139.262983929244 |
| 2019-11-01 | 139.176930521404 |
| 2019-12-01 | 139.120437206572 |
| 2020-01-01 | 140.166451604239 |
| 2020-02-01 | 140.474100531079 |
| 2020-03-01 | 139.720882262555 |
| 2020-04-01 | 123.978144602822 |
| 2020-05-01 | 124.215619431817 |
| 2020-06-01 | 128.366343245895 |
| 2020-07-01 | 130.494442384150 |
| 2020-08-01 | 131.794619032959 |
| 2020-09-01 | 132.670447679387 |
| 2020-10-01 | 133.453930630152 |
| 2020-11-01 | 133.945911042448 |
| 2020-12-01 | 134.326331961780 |
| 2021-01-01 | 134.371297197563 |
| 2021-02-01 | 134.547823917476 |
| 2021-03-01 | 134.455771518716 |
| 2021-04-01 | 134.197272671670 |
| 2021-05-01 | 134.767811947250 |
| 2021-06-01 | 134.369750712187 |
| 2021-07-01 | 135.553922821142 |
| 2021-08-01 | 135.634008455098 |
| 2021-09-01 | 135.163836530435 |
| 2021-10-01 | 136.382527271751 |
| 2021-11-01 | 136.418451420794 |
| 2021-12-01 | 136.867481658102 |
| 2022-01-01 | 136.780617865834 |
| 2022-02-01 | 137.486722201973 |
| 2022-03-01 | 137.556778135445 |
| 2022-04-01 | 138.618201655587 |
| 2022-05-01 | 138.756916546684 |
| 2022-06-01 | 138.613775640656 |
| 2022-07-01 | 138.917911906063 |
| 2022-08-01 | 139.056396357961 |
| 2022-09-01 | 140.285486471191 |
| 2022-10-01 | 139.442583432385 |
| 2022-11-01 | 140.096779645779 |
| 2022-12-01 | 140.406587409345 |
| 2023-01-01 | 140.897423336845 |
| 2023-02-01 | 141.114039931579 |
| 2023-03-01 | 141.179863023725 |
| 2023-04-01 | 140.695309973647 |
| 2023-05-01 | 140.491504712075 |
| 2023-06-01 | 141.114557231915 |
| 2023-07-01 | 140.977705804654 |
| 2023-08-01 | 141.183432579333 |
| 2023-09-01 | 141.295694888119 |
| 2023-10-01 | 141.319061018731 |
| 2023-11-01 | 141.285926481794 |
| 2023-12-01 | 141.270212180781 |
| 2024-01-01 | 141.276056438886 |
| 2024-02-01 | 141.901480746148 |
| 2024-03-01 | 142.217719413630 |
| 2024-04-01 | 142.382150724570 |
| 2024-05-01 | 142.426371901683 |
| 2024-06-01 | 142.356245671387 |
| 2024-07-01 | 142.536571343698 |
| 2024-08-01 | 142.295215590595 |
| 2024-09-01 | 142.515294792990 |
| 2024-10-01 | 142.575217680269 |
| 2024-11-01 | 142.577790415752 |
| 2024-12-01 | 142.743268715896 |
| 2025-01-01 | 143.151150358394 |
| 2025-02-01 | 143.095386395619 |
| 2025-03-01 | 143.992395907893 |
| 2025-04-01 | 143.770036125975 |
| 2025-05-01 | 144.077353799643 |
| 2025-06-01 | 144.218233849836 |
| 2025-07-01 | 143.966582821433 |
| 2025-08-01 | 144.398782413204 |
| 2025-09-01 | 144.221715328146 |
| 2025-10-01 | 144.299763166369 |
| 2025-11-01 | 144.668543204184 |
| 2025-12-01 | 144.825481141927 |
| 2026-01-01 | 144.915595998612 |
| 2026-02-01 | 143.973124124468 |
| 2026-03-01 | 143.891316759599 |
| 2026-04-01 | 143.887072356416 |
| 2026-05-01 | 144.047493337662 |
| 2026-06-01 | 144.092027145970 |