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 2026-05-01 |
| Last Updated | 2026-06-24 9:46 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 | 122.637837807025 |
| 1990-02-01 | 123.460243838552 |
| 1990-03-01 | 123.544991541841 |
| 1990-04-01 | 123.922448972758 |
| 1990-05-01 | 124.150045942658 |
| 1990-06-01 | 124.013195392914 |
| 1990-07-01 | 123.698794733622 |
| 1990-08-01 | 124.000839099833 |
| 1990-09-01 | 124.535419284720 |
| 1990-10-01 | 123.314536720967 |
| 1990-11-01 | 122.837364463555 |
| 1990-12-01 | 122.565180365206 |
| 1991-01-01 | 121.868251241389 |
| 1991-02-01 | 121.400331995951 |
| 1991-03-01 | 121.143599212022 |
| 1991-04-01 | 120.879461820446 |
| 1991-05-01 | 120.753440531254 |
| 1991-06-01 | 121.178573743724 |
| 1991-07-01 | 118.965914168336 |
| 1991-08-01 | 119.297393298486 |
| 1991-09-01 | 119.447319219173 |
| 1991-10-01 | 119.136678469451 |
| 1991-11-01 | 119.474961962580 |
| 1991-12-01 | 118.968492007060 |
| 1992-01-01 | 119.614658091709 |
| 1992-02-01 | 119.456270581139 |
| 1992-03-01 | 119.518414992223 |
| 1992-04-01 | 118.701532333733 |
| 1992-05-01 | 119.153574284317 |
| 1992-06-01 | 119.208363295681 |
| 1992-07-01 | 119.688778850463 |
| 1992-08-01 | 120.016597582288 |
| 1992-09-01 | 119.838385641598 |
| 1992-10-01 | 120.618131967151 |
| 1992-11-01 | 120.653390962824 |
| 1992-12-01 | 120.968182133204 |
| 1993-01-01 | 121.611250973722 |
| 1993-02-01 | 122.511597759965 |
| 1993-03-01 | 121.577647109371 |
| 1993-04-01 | 121.877527556280 |
| 1993-05-01 | 122.154671510760 |
| 1993-06-01 | 122.312216454945 |
| 1993-07-01 | 121.701983451215 |
| 1993-08-01 | 122.663648138866 |
| 1993-09-01 | 123.454956162322 |
| 1993-10-01 | 124.547892797543 |
| 1993-11-01 | 124.154259537065 |
| 1993-12-01 | 124.599276171677 |
| 1994-01-01 | 124.225854690894 |
| 1994-02-01 | 124.459256209211 |
| 1994-03-01 | 125.229546870707 |
| 1994-04-01 | 125.971453018036 |
| 1994-05-01 | 126.303035489317 |
| 1994-06-01 | 126.991235501496 |
| 1994-07-01 | 127.430687794352 |
| 1994-08-01 | 127.808308561131 |
| 1994-09-01 | 127.722358096308 |
| 1994-10-01 | 128.516075899494 |
| 1994-11-01 | 128.461961879808 |
| 1994-12-01 | 128.693818359950 |
| 1995-01-01 | 130.503230581128 |
| 1995-02-01 | 129.825821106818 |
| 1995-03-01 | 129.910193137270 |
| 1995-04-01 | 129.854678904249 |
| 1995-05-01 | 129.711521979139 |
| 1995-06-01 | 129.799725961688 |
| 1995-07-01 | 129.882865743224 |
| 1995-08-01 | 129.558746882267 |
| 1995-09-01 | 130.509832894973 |
| 1995-10-01 | 130.137711140689 |
| 1995-11-01 | 130.674573993316 |
| 1995-12-01 | 131.642186996668 |
| 1996-01-01 | 130.969673331904 |
| 1996-02-01 | 132.379892840988 |
| 1996-03-01 | 132.613489913267 |
| 1996-04-01 | 133.194039547199 |
| 1996-05-01 | 132.977465750045 |
| 1996-06-01 | 133.519104638031 |
| 1996-07-01 | 133.541419961427 |
| 1996-08-01 | 134.035812097769 |
| 1996-09-01 | 133.532568405929 |
| 1996-10-01 | 133.453563849462 |
| 1996-11-01 | 134.292111988089 |
| 1996-12-01 | 133.875795305943 |
| 1997-01-01 | 134.707307007727 |
| 1997-02-01 | 134.638153293934 |
| 1997-03-01 | 135.146430822859 |
| 1997-04-01 | 134.550430735781 |
| 1997-05-01 | 135.672552952504 |
| 1997-06-01 | 135.580569023247 |
| 1997-07-01 | 134.602936158516 |
| 1997-08-01 | 135.658065838311 |
| 1997-09-01 | 136.095907975820 |
| 1997-10-01 | 136.501387905362 |
| 1997-11-01 | 136.582395098525 |
| 1997-12-01 | 137.052369047859 |
| 1998-01-01 | 136.289562884678 |
| 1998-02-01 | 136.480842905263 |
| 1998-03-01 | 136.801235957075 |
| 1998-04-01 | 137.753132823705 |
| 1998-05-01 | 138.063204957586 |
| 1998-06-01 | 137.838907115253 |
| 1998-07-01 | 138.598368055146 |
| 1998-08-01 | 139.245674178111 |
| 1998-09-01 | 139.419513886377 |
| 1998-10-01 | 140.223109671135 |
| 1998-11-01 | 139.880670903237 |
| 1998-12-01 | 139.951193771671 |
| 1999-01-01 | 140.462964246665 |
| 1999-02-01 | 140.935421590802 |
| 1999-03-01 | 141.044964967334 |
| 1999-04-01 | 141.255419899979 |
| 1999-05-01 | 141.400391054337 |
| 1999-06-01 | 141.610574680748 |
| 1999-07-01 | 141.623791252064 |
| 1999-08-01 | 141.246324055659 |
| 1999-09-01 | 141.251412752947 |
| 1999-10-01 | 140.804936795126 |
| 1999-11-01 | 141.160608250296 |
| 1999-12-01 | 141.700577752915 |
| 2000-01-01 | 142.274776007240 |
| 2000-02-01 | 142.457917018672 |
| 2000-03-01 | 143.679652863485 |
| 2000-04-01 | 142.461679995630 |
| 2000-05-01 | 142.452944872476 |
| 2000-06-01 | 142.968673201795 |
| 2000-07-01 | 143.461455062474 |
| 2000-08-01 | 143.823269683386 |
| 2000-09-01 | 143.764319678676 |
| 2000-10-01 | 144.229642900396 |
| 2000-11-01 | 144.237396654815 |
| 2000-12-01 | 144.008420213327 |
| 2001-01-01 | 143.463465825911 |
| 2001-02-01 | 143.462839919477 |
| 2001-03-01 | 143.283468918955 |
| 2001-04-01 | 143.980435497005 |
| 2001-05-01 | 143.945305815109 |
| 2001-06-01 | 144.533955643755 |
| 2001-07-01 | 143.075078647845 |
| 2001-08-01 | 143.159315345766 |
| 2001-09-01 | 143.132804925483 |
| 2001-10-01 | 142.888042879538 |
| 2001-11-01 | 142.677652296308 |
| 2001-12-01 | 143.390532387463 |
| 2002-01-01 | 142.708953828684 |
| 2002-02-01 | 142.729246047528 |
| 2002-03-01 | 143.083081703999 |
| 2002-04-01 | 142.205399879934 |
| 2002-05-01 | 142.334365792430 |
| 2002-06-01 | 142.507194210415 |
| 2002-07-01 | 142.147090970829 |
| 2002-08-01 | 142.376420223925 |
| 2002-09-01 | 142.951213462835 |
| 2002-10-01 | 142.579789184406 |
| 2002-11-01 | 142.440280895882 |
| 2002-12-01 | 141.978048871003 |
| 2003-01-01 | 139.433893049758 |
| 2003-02-01 | 138.773074944842 |
| 2003-03-01 | 138.324902529618 |
| 2003-04-01 | 138.472651170621 |
| 2003-05-01 | 138.360161441469 |
| 2003-06-01 | 136.895733151314 |
| 2003-07-01 | 136.463371624286 |
| 2003-08-01 | 136.052716059830 |
| 2003-09-01 | 136.328538224773 |
| 2003-10-01 | 137.067597819563 |
| 2003-11-01 | 136.693749467002 |
| 2003-12-01 | 136.726681574301 |
| 2004-01-01 | 135.801335284253 |
| 2004-02-01 | 135.011164812333 |
| 2004-03-01 | 136.051409970083 |
| 2004-04-01 | 136.340243557058 |
| 2004-05-01 | 136.814330107042 |
| 2004-06-01 | 136.907269387999 |
| 2004-07-01 | 137.046366418444 |
| 2004-08-01 | 137.041034048217 |
| 2004-09-01 | 136.561846356834 |
| 2004-10-01 | 135.625720925347 |
| 2004-11-01 | 136.010007687325 |
| 2004-12-01 | 136.041496383605 |
| 2005-01-01 | 136.679937762543 |
| 2005-02-01 | 137.346996340584 |
| 2005-03-01 | 137.152619623726 |
| 2005-04-01 | 137.553117433403 |
| 2005-05-01 | 137.595963617188 |
| 2005-06-01 | 137.132687502404 |
| 2005-07-01 | 138.775177593703 |
| 2005-08-01 | 139.333949783142 |
| 2005-09-01 | 139.385901322177 |
| 2005-10-01 | 139.312366818593 |
| 2005-11-01 | 139.474222203983 |
| 2005-12-01 | 139.918399751152 |
| 2006-01-01 | 140.789496257813 |
| 2006-02-01 | 140.994773791392 |
| 2006-03-01 | 141.311999828398 |
| 2006-04-01 | 141.046116410881 |
| 2006-05-01 | 140.755852225414 |
| 2006-06-01 | 141.565619333465 |
| 2006-07-01 | 141.693438049136 |
| 2006-08-01 | 141.502407349106 |
| 2006-09-01 | 141.241258865389 |
| 2006-10-01 | 141.523224714441 |
| 2006-11-01 | 141.905635335502 |
| 2006-12-01 | 142.043614520294 |
| 2007-01-01 | 142.354149610144 |
| 2007-02-01 | 141.758838102147 |
| 2007-03-01 | 142.407017703823 |
| 2007-04-01 | 141.928781189555 |
| 2007-05-01 | 141.971489360941 |
| 2007-06-01 | 141.978526687150 |
| 2007-07-01 | 142.096800313701 |
| 2007-08-01 | 141.646988515921 |
| 2007-09-01 | 141.128140244006 |
| 2007-10-01 | 141.386394991479 |
| 2007-11-01 | 141.415221273837 |
| 2007-12-01 | 141.165296196353 |
| 2008-01-01 | 141.054915430630 |
| 2008-02-01 | 141.144190960450 |
| 2008-03-01 | 140.946164141009 |
| 2008-04-01 | 140.820865392481 |
| 2008-05-01 | 140.648802271593 |
| 2008-06-01 | 140.419298369146 |
| 2008-07-01 | 140.098594159172 |
| 2008-08-01 | 140.651011490778 |
| 2008-09-01 | 140.378301574977 |
| 2008-10-01 | 139.955817553295 |
| 2008-11-01 | 139.044409298435 |
| 2008-12-01 | 138.500053204923 |
| 2009-01-01 | 136.893531116177 |
| 2009-02-01 | 135.925377759417 |
| 2009-03-01 | 134.789246629102 |
| 2009-04-01 | 133.830578506089 |
| 2009-05-01 | 133.796764428387 |
| 2009-06-01 | 133.489471155750 |
| 2009-07-01 | 132.283558673638 |
| 2009-08-01 | 132.323839248806 |
| 2009-09-01 | 132.816086509519 |
| 2009-10-01 | 132.698348400780 |
| 2009-11-01 | 132.822159601762 |
| 2009-12-01 | 132.864041006811 |
| 2010-01-01 | 132.932582672026 |
| 2010-02-01 | 132.289979301450 |
| 2010-03-01 | 132.991436118343 |
| 2010-04-01 | 134.290332219072 |
| 2010-05-01 | 134.067054421774 |
| 2010-06-01 | 133.973201280896 |
| 2010-07-01 | 133.507867196214 |
| 2010-08-01 | 132.669397812125 |
| 2010-09-01 | 132.575512201501 |
| 2010-10-01 | 133.623614348221 |
| 2010-11-01 | 133.538260624724 |
| 2010-12-01 | 133.360050348115 |
| 2011-01-01 | 133.427546959704 |
| 2011-02-01 | 133.955534220789 |
| 2011-03-01 | 133.959740501278 |
| 2011-04-01 | 134.119926564022 |
| 2011-05-01 | 133.852622774187 |
| 2011-06-01 | 133.855726907902 |
| 2011-07-01 | 134.402588842272 |
| 2011-08-01 | 134.261153415544 |
| 2011-09-01 | 134.512171063377 |
| 2011-10-01 | 134.304602158426 |
| 2011-11-01 | 134.252231527220 |
| 2011-12-01 | 134.533930209232 |
| 2012-01-01 | 135.094724607897 |
| 2012-02-01 | 135.034858108484 |
| 2012-03-01 | 135.590551743795 |
| 2012-04-01 | 135.568260815978 |
| 2012-05-01 | 135.574876600226 |
| 2012-06-01 | 135.551882494001 |
| 2012-07-01 | 135.943335038704 |
| 2012-08-01 | 136.230111548187 |
| 2012-09-01 | 136.506821482758 |
| 2012-10-01 | 136.394172085177 |
| 2012-11-01 | 136.554923521098 |
| 2012-12-01 | 136.590293639254 |
| 2013-01-01 | 136.136293025321 |
| 2013-02-01 | 136.718135670162 |
| 2013-03-01 | 136.835983048222 |
| 2013-04-01 | 136.542587513330 |
| 2013-05-01 | 136.508500172972 |
| 2013-06-01 | 136.616588980188 |
| 2013-07-01 | 136.603293334952 |
| 2013-08-01 | 136.789392338657 |
| 2013-09-01 | 136.829225757405 |
| 2013-10-01 | 137.054111000132 |
| 2013-11-01 | 137.238378591846 |
| 2013-12-01 | 137.231945437303 |
| 2014-01-01 | 137.189434139162 |
| 2014-02-01 | 136.684229943375 |
| 2014-03-01 | 137.297605148674 |
| 2014-04-01 | 137.779965002527 |
| 2014-05-01 | 137.825897405951 |
| 2014-06-01 | 137.930771392922 |
| 2014-07-01 | 137.754058721123 |
| 2014-08-01 | 138.100736917315 |
| 2014-09-01 | 138.371670861955 |
| 2014-10-01 | 137.776420009659 |
| 2014-11-01 | 138.012813226499 |
| 2014-12-01 | 138.276326756226 |
| 2015-01-01 | 138.144876112183 |
| 2015-02-01 | 137.946351191969 |
| 2015-03-01 | 137.888828535091 |
| 2015-04-01 | 137.329984548956 |
| 2015-05-01 | 138.106624275001 |
| 2015-06-01 | 137.987841751218 |
| 2015-07-01 | 138.621696843221 |
| 2015-08-01 | 138.777434378302 |
| 2015-09-01 | 138.811840970662 |
| 2015-10-01 | 139.066420429033 |
| 2015-11-01 | 139.206459896903 |
| 2015-12-01 | 139.429042348736 |
| 2016-01-01 | 139.596942709285 |
| 2016-02-01 | 139.183918908838 |
| 2016-03-01 | 139.869347200804 |
| 2016-04-01 | 139.988466334057 |
| 2016-05-01 | 139.786708917962 |
| 2016-06-01 | 140.155328393701 |
| 2016-07-01 | 139.881590671931 |
| 2016-08-01 | 139.805207041871 |
| 2016-09-01 | 139.635537913343 |
| 2016-10-01 | 139.533125874249 |
| 2016-11-01 | 139.318996958775 |
| 2016-12-01 | 138.770698180732 |
| 2017-01-01 | 138.223198975554 |
| 2017-02-01 | 138.895918851982 |
| 2017-03-01 | 138.730748082082 |
| 2017-04-01 | 138.366606940716 |
| 2017-05-01 | 138.516011400556 |
| 2017-06-01 | 138.249119264857 |
| 2017-07-01 | 138.382008871558 |
| 2017-08-01 | 138.342949578240 |
| 2017-09-01 | 138.205099414058 |
| 2017-10-01 | 138.476815210812 |
| 2017-11-01 | 138.822976271718 |
| 2017-12-01 | 139.378754219971 |
| 2018-01-01 | 138.847245661308 |
| 2018-02-01 | 138.767714585034 |
| 2018-03-01 | 139.080800895041 |
| 2018-04-01 | 139.401571755283 |
| 2018-05-01 | 139.673332675915 |
| 2018-06-01 | 139.716115013593 |
| 2018-07-01 | 139.596103484482 |
| 2018-08-01 | 139.358222457270 |
| 2018-09-01 | 139.758430964371 |
| 2018-10-01 | 139.704247345583 |
| 2018-11-01 | 139.503456102218 |
| 2018-12-01 | 139.117304344558 |
| 2019-01-01 | 139.999502567853 |
| 2019-02-01 | 140.019484440723 |
| 2019-03-01 | 140.359551847454 |
| 2019-04-01 | 140.834818010553 |
| 2019-05-01 | 140.646259728573 |
| 2019-06-01 | 140.735420726745 |
| 2019-07-01 | 140.042897752424 |
| 2019-08-01 | 139.642210154482 |
| 2019-09-01 | 139.362953506712 |
| 2019-10-01 | 139.262854035088 |
| 2019-11-01 | 139.177056246103 |
| 2019-12-01 | 139.120779417263 |
| 2020-01-01 | 140.166843265962 |
| 2020-02-01 | 140.474436761069 |
| 2020-03-01 | 139.721182252096 |
| 2020-04-01 | 123.978786971832 |
| 2020-05-01 | 124.215302972153 |
| 2020-06-01 | 128.366269153168 |
| 2020-07-01 | 130.493922170780 |
| 2020-08-01 | 131.794132894135 |
| 2020-09-01 | 132.669251680938 |
| 2020-10-01 | 133.453798140413 |
| 2020-11-01 | 133.946165685454 |
| 2020-12-01 | 134.326778992461 |
| 2021-01-01 | 134.373021083255 |
| 2021-02-01 | 134.548033804342 |
| 2021-03-01 | 134.455957710388 |
| 2021-04-01 | 134.197867806214 |
| 2021-05-01 | 134.767095125752 |
| 2021-06-01 | 134.369583194454 |
| 2021-07-01 | 135.553025173413 |
| 2021-08-01 | 135.632900362088 |
| 2021-09-01 | 135.162023149920 |
| 2021-10-01 | 136.382312294365 |
| 2021-11-01 | 136.418652122226 |
| 2021-12-01 | 136.868293373204 |
| 2022-01-01 | 136.785006902547 |
| 2022-02-01 | 137.489354349453 |
| 2022-03-01 | 137.552643063348 |
| 2022-04-01 | 138.621052354181 |
| 2022-05-01 | 138.756666482745 |
| 2022-06-01 | 138.612838346953 |
| 2022-07-01 | 138.915371718339 |
| 2022-08-01 | 139.053456940217 |
| 2022-09-01 | 140.282293412387 |
| 2022-10-01 | 139.441661619659 |
| 2022-11-01 | 140.097034647340 |
| 2022-12-01 | 140.408548310456 |
| 2023-01-01 | 140.905931133996 |
| 2023-02-01 | 141.119946686480 |
| 2023-03-01 | 141.172664357296 |
| 2023-04-01 | 140.703834948159 |
| 2023-05-01 | 140.492337104669 |
| 2023-06-01 | 141.108058908499 |
| 2023-07-01 | 140.970975334627 |
| 2023-08-01 | 141.176724470430 |
| 2023-09-01 | 141.289736037129 |
| 2023-10-01 | 141.317268836153 |
| 2023-11-01 | 141.288027981041 |
| 2023-12-01 | 141.276056954553 |
| 2024-01-01 | 141.289642089321 |
| 2024-02-01 | 141.911843643640 |
| 2024-03-01 | 142.207739051379 |
| 2024-04-01 | 142.396789309567 |
| 2024-05-01 | 142.426061869218 |
| 2024-06-01 | 142.345268113426 |
| 2024-07-01 | 142.524698784578 |
| 2024-08-01 | 142.284068622165 |
| 2024-09-01 | 142.506234860112 |
| 2024-10-01 | 142.572245216609 |
| 2024-11-01 | 142.582008725599 |
| 2024-12-01 | 142.753376378312 |
| 2025-01-01 | 143.170010426265 |
| 2025-02-01 | 143.108827023319 |
| 2025-03-01 | 143.983319738357 |
| 2025-04-01 | 143.790210065620 |
| 2025-05-01 | 144.075149008576 |
| 2025-06-01 | 144.200983715693 |
| 2025-07-01 | 143.949758600965 |
| 2025-08-01 | 144.383550455371 |
| 2025-09-01 | 144.209907221324 |
| 2025-10-01 | 144.296077846251 |
| 2025-11-01 | 144.675205560086 |
| 2025-12-01 | 144.839728353479 |
| 2026-01-01 | 144.938020039833 |
| 2026-02-01 | 143.989429724124 |
| 2026-03-01 | 143.880644754372 |
| 2026-04-01 | 143.910252516368 |
| 2026-05-01 | 144.142123372712 |