Table Data - All Employees: Private Service Providing in Harrisonburg, VA (MSA)
| Title | All Employees: Private Service Providing in Harrisonburg, VA (MSA) |
|---|---|
| Series ID | SMU51255000800000001SA |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 1:57 AM CST |
| 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 | 19.8975679805321 |
| 1990-02-01 | 19.8349968743939 |
| 1990-03-01 | 19.9132547015090 |
| 1990-04-01 | 19.9162506707615 |
| 1990-05-01 | 19.9917539894340 |
| 1990-06-01 | 20.0753357114408 |
| 1990-07-01 | 20.0731729170209 |
| 1990-08-01 | 20.1205452097166 |
| 1990-09-01 | 20.2590628130790 |
| 1990-10-01 | 20.6245953477739 |
| 1990-11-01 | 20.1095582436513 |
| 1990-12-01 | 20.0651972249027 |
| 1991-01-01 | 20.3061407401909 |
| 1991-02-01 | 20.5465013635439 |
| 1991-03-01 | 20.5213000886010 |
| 1991-04-01 | 20.6199164721582 |
| 1991-05-01 | 20.7969165422875 |
| 1991-06-01 | 20.8688376095804 |
| 1991-07-01 | 20.6672929935273 |
| 1991-08-01 | 20.9125058160123 |
| 1991-09-01 | 20.9571412171761 |
| 1991-10-01 | 21.1284030846930 |
| 1991-11-01 | 21.3972219285115 |
| 1991-12-01 | 21.5395430243258 |
| 1992-01-01 | 21.0248010299276 |
| 1992-02-01 | 21.1546122282635 |
| 1992-03-01 | 21.2353385161719 |
| 1992-04-01 | 21.2183779698061 |
| 1992-05-01 | 21.2008174357875 |
| 1992-06-01 | 21.1549029960234 |
| 1992-07-01 | 21.2625027923118 |
| 1992-08-01 | 21.3024631855479 |
| 1992-09-01 | 21.3648815387361 |
| 1992-10-01 | 21.4434540308564 |
| 1992-11-01 | 21.4972632735686 |
| 1992-12-01 | 21.4265051977931 |
| 1993-01-01 | 21.6448388771583 |
| 1993-02-01 | 21.7586837810330 |
| 1993-03-01 | 21.5381849179578 |
| 1993-04-01 | 22.0121372294236 |
| 1993-05-01 | 22.0057612091527 |
| 1993-06-01 | 22.0329687910912 |
| 1993-07-01 | 22.2645115477274 |
| 1993-08-01 | 22.2930337136682 |
| 1993-09-01 | 22.4815025405165 |
| 1993-10-01 | 22.5612975193552 |
| 1993-11-01 | 22.5926495245943 |
| 1993-12-01 | 22.7032840010468 |
| 1994-01-01 | 22.6619036299726 |
| 1994-02-01 | 22.6397719439782 |
| 1994-03-01 | 22.7476195702012 |
| 1994-04-01 | 22.6980492391872 |
| 1994-05-01 | 22.8111543413823 |
| 1994-06-01 | 23.0051863065350 |
| 1994-07-01 | 23.0732230780186 |
| 1994-08-01 | 23.2031819322575 |
| 1994-09-01 | 23.1100515465665 |
| 1994-10-01 | 23.0867382313903 |
| 1994-11-01 | 23.2085121439269 |
| 1994-12-01 | 23.4853424575059 |
| 1995-01-01 | 23.2618502680477 |
| 1995-02-01 | 23.2908397367846 |
| 1995-03-01 | 23.4394507655614 |
| 1995-04-01 | 23.6836901138566 |
| 1995-05-01 | 23.9188203340499 |
| 1995-06-01 | 24.0703350367950 |
| 1995-07-01 | 24.0954539691693 |
| 1995-08-01 | 24.2248213557994 |
| 1995-09-01 | 24.3515438978769 |
| 1995-10-01 | 24.1213552390444 |
| 1995-11-01 | 24.4178958701206 |
| 1995-12-01 | 24.5725952829561 |
| 1996-01-01 | 24.3566645253214 |
| 1996-02-01 | 24.6186398495923 |
| 1996-03-01 | 24.9281475654985 |
| 1996-04-01 | 24.6690270114720 |
| 1996-05-01 | 24.6230634460135 |
| 1996-06-01 | 24.5355135987781 |
| 1996-07-01 | 24.5291301332794 |
| 1996-08-01 | 24.6602359736711 |
| 1996-09-01 | 24.7061839895595 |
| 1996-10-01 | 24.9626440487063 |
| 1996-11-01 | 25.0339959388535 |
| 1996-12-01 | 25.0635025936663 |
| 1997-01-01 | 25.2378375083149 |
| 1997-02-01 | 25.2325112906640 |
| 1997-03-01 | 25.4860973446464 |
| 1997-04-01 | 24.8619633607024 |
| 1997-05-01 | 25.1256963147700 |
| 1997-06-01 | 25.2179430438816 |
| 1997-07-01 | 25.3655106666842 |
| 1997-08-01 | 25.3004351443158 |
| 1997-09-01 | 25.4644125075867 |
| 1997-10-01 | 25.4961274678546 |
| 1997-11-01 | 25.3405274088677 |
| 1997-12-01 | 25.4652373610592 |
| 1998-01-01 | 25.8999383657189 |
| 1998-02-01 | 25.8609180875624 |
| 1998-03-01 | 25.7261492472866 |
| 1998-04-01 | 26.0695580748267 |
| 1998-05-01 | 26.1429651547729 |
| 1998-06-01 | 26.3109135712605 |
| 1998-07-01 | 26.3939318097186 |
| 1998-08-01 | 26.5401892358939 |
| 1998-09-01 | 26.7054563199423 |
| 1998-10-01 | 26.8185893028619 |
| 1998-11-01 | 27.2464728029848 |
| 1998-12-01 | 27.4415053767013 |
| 1999-01-01 | 27.1550448116943 |
| 1999-02-01 | 27.4183584405445 |
| 1999-03-01 | 27.5666110508791 |
| 1999-04-01 | 27.6864345215790 |
| 1999-05-01 | 27.7696592028693 |
| 1999-06-01 | 27.9231834698301 |
| 1999-07-01 | 27.8159405077767 |
| 1999-08-01 | 27.9618454455852 |
| 1999-09-01 | 27.8244485621008 |
| 1999-10-01 | 27.9283399707551 |
| 1999-11-01 | 28.1549792798926 |
| 1999-12-01 | 28.3324378366986 |
| 2000-01-01 | 28.4022661634359 |
| 2000-02-01 | 28.6251994272172 |
| 2000-03-01 | 28.7168473945300 |
| 2000-04-01 | 28.6990816814954 |
| 2000-05-01 | 29.0941268021911 |
| 2000-06-01 | 28.7507941502656 |
| 2000-07-01 | 29.3302973660491 |
| 2000-08-01 | 29.3564523555262 |
| 2000-09-01 | 29.6183293100140 |
| 2000-10-01 | 29.8363691272566 |
| 2000-11-01 | 29.8727300270637 |
| 2000-12-01 | 30.0187378382314 |
| 2001-01-01 | 30.1489885567150 |
| 2001-02-01 | 30.2518082712031 |
| 2001-03-01 | 30.3855751755952 |
| 2001-04-01 | 29.9090635510152 |
| 2001-05-01 | 30.2014863117741 |
| 2001-06-01 | 30.5090424476641 |
| 2001-07-01 | 30.4327972557848 |
| 2001-08-01 | 30.5342818071508 |
| 2001-09-01 | 30.2769065241320 |
| 2001-10-01 | 30.6248574701643 |
| 2001-11-01 | 30.6917114178131 |
| 2001-12-01 | 30.7299641109924 |
| 2002-01-01 | 30.8092280312739 |
| 2002-02-01 | 30.6956166297238 |
| 2002-03-01 | 30.8836623356828 |
| 2002-04-01 | 30.9117195749033 |
| 2002-05-01 | 30.5996564229643 |
| 2002-06-01 | 30.6761418425201 |
| 2002-07-01 | 30.8244866777241 |
| 2002-08-01 | 30.8894552757811 |
| 2002-09-01 | 31.0150805644872 |
| 2002-10-01 | 31.2148306837188 |
| 2002-11-01 | 31.1027843040245 |
| 2002-12-01 | 31.2529559004804 |
| 2003-01-01 | 31.3970143833320 |
| 2003-02-01 | 31.3300790550365 |
| 2003-03-01 | 31.5108526725315 |
| 2003-04-01 | 31.9058845142793 |
| 2003-05-01 | 32.1978599078740 |
| 2003-06-01 | 32.3487121585016 |
| 2003-07-01 | 32.4247297759868 |
| 2003-08-01 | 32.4379233363866 |
| 2003-09-01 | 32.1414164651073 |
| 2003-10-01 | 32.3931278937947 |
| 2003-11-01 | 32.5876045456563 |
| 2003-12-01 | 32.7453779936993 |
| 2004-01-01 | 33.1242109981083 |
| 2004-02-01 | 33.2773068156372 |
| 2004-03-01 | 33.7571567587077 |
| 2004-04-01 | 33.2047412506213 |
| 2004-05-01 | 33.3039178758555 |
| 2004-06-01 | 33.1912164479743 |
| 2004-07-01 | 33.4332541152961 |
| 2004-08-01 | 33.5957626619100 |
| 2004-09-01 | 33.7672248809087 |
| 2004-10-01 | 33.7653528982216 |
| 2004-11-01 | 33.8439883331968 |
| 2004-12-01 | 33.8282814917785 |
| 2005-01-01 | 33.7729102991005 |
| 2005-02-01 | 33.9123342243417 |
| 2005-03-01 | 33.9879693589995 |
| 2005-04-01 | 34.1131513941908 |
| 2005-05-01 | 34.3383781291597 |
| 2005-06-01 | 34.2186386755982 |
| 2005-07-01 | 34.3587074887377 |
| 2005-08-01 | 34.4890860317834 |
| 2005-09-01 | 34.4904649171356 |
| 2005-10-01 | 34.6082368351238 |
| 2005-11-01 | 34.9945074859218 |
| 2005-12-01 | 35.1719141813663 |
| 2006-01-01 | 35.6354092191368 |
| 2006-02-01 | 36.1632946844795 |
| 2006-03-01 | 36.4164663379363 |
| 2006-04-01 | 36.9209277514751 |
| 2006-05-01 | 37.3026785107031 |
| 2006-06-01 | 37.2283376584461 |
| 2006-07-01 | 38.3070829717574 |
| 2006-08-01 | 38.2297830106049 |
| 2006-09-01 | 38.0222500926900 |
| 2006-10-01 | 38.5235912089748 |
| 2006-11-01 | 37.8153109176071 |
| 2006-12-01 | 37.8962150493683 |
| 2007-01-01 | 37.1861055778453 |
| 2007-02-01 | 37.3019810154547 |
| 2007-03-01 | 37.3342126542227 |
| 2007-04-01 | 37.1940891390358 |
| 2007-05-01 | 37.2565120353211 |
| 2007-06-01 | 37.5164470098524 |
| 2007-07-01 | 36.4332576710201 |
| 2007-08-01 | 36.4904993388337 |
| 2007-09-01 | 36.9178136479664 |
| 2007-10-01 | 37.0588002456573 |
| 2007-11-01 | 37.1922012063469 |
| 2007-12-01 | 37.0695075347981 |
| 2008-01-01 | 37.0981604455432 |
| 2008-02-01 | 37.1140622361251 |
| 2008-03-01 | 37.2617341829825 |
| 2008-04-01 | 36.6293855795185 |
| 2008-05-01 | 36.6689604535724 |
| 2008-06-01 | 36.7990644301109 |
| 2008-07-01 | 36.5728673210815 |
| 2008-08-01 | 36.5854753847529 |
| 2008-09-01 | 36.6466077921043 |
| 2008-10-01 | 36.4110208312740 |
| 2008-11-01 | 36.2761098501721 |
| 2008-12-01 | 36.4772389614068 |
| 2009-01-01 | 36.1754049931774 |
| 2009-02-01 | 35.9744211422918 |
| 2009-03-01 | 35.8779438422360 |
| 2009-04-01 | 35.7442304510650 |
| 2009-05-01 | 35.7646496429893 |
| 2009-06-01 | 35.6050703842491 |
| 2009-07-01 | 35.7225936751922 |
| 2009-08-01 | 35.5603102191886 |
| 2009-09-01 | 35.5764992499947 |
| 2009-10-01 | 35.8864414024123 |
| 2009-11-01 | 35.9751477927576 |
| 2009-12-01 | 35.7957306669772 |
| 2010-01-01 | 35.6425502299564 |
| 2010-02-01 | 35.4125321721096 |
| 2010-03-01 | 35.6975761154787 |
| 2010-04-01 | 35.8522700004060 |
| 2010-05-01 | 36.1478741699873 |
| 2010-06-01 | 36.3655144670719 |
| 2010-07-01 | 36.3923984798679 |
| 2010-08-01 | 36.4342356571246 |
| 2010-09-01 | 36.2981088084160 |
| 2010-10-01 | 36.2561626991423 |
| 2010-11-01 | 36.2351938018878 |
| 2010-12-01 | 36.4016932439980 |
| 2011-01-01 | 37.0301517602184 |
| 2011-02-01 | 37.3494016708487 |
| 2011-03-01 | 37.3268059510513 |
| 2011-04-01 | 37.7689857878432 |
| 2011-05-01 | 37.8465058773624 |
| 2011-06-01 | 37.6630528361272 |
| 2011-07-01 | 37.3753898328756 |
| 2011-08-01 | 37.1665707370429 |
| 2011-09-01 | 37.0833964062399 |
| 2011-10-01 | 37.3224670266580 |
| 2011-11-01 | 37.3825946343979 |
| 2011-12-01 | 37.4872697538560 |
| 2012-01-01 | 37.6353822320732 |
| 2012-02-01 | 37.5905630546244 |
| 2012-03-01 | 37.5503315833206 |
| 2012-04-01 | 37.6170396489378 |
| 2012-05-01 | 37.5433328948576 |
| 2012-06-01 | 37.7695570435868 |
| 2012-07-01 | 37.9421241876411 |
| 2012-08-01 | 38.2026679856926 |
| 2012-09-01 | 38.5374243923476 |
| 2012-10-01 | 38.3776590629584 |
| 2012-11-01 | 38.2928148059582 |
| 2012-12-01 | 38.2677611349649 |
| 2013-01-01 | 38.3716590481622 |
| 2013-02-01 | 38.3582444159827 |
| 2013-03-01 | 38.4705980805192 |
| 2013-04-01 | 38.2905358109257 |
| 2013-05-01 | 37.7691687695308 |
| 2013-06-01 | 38.1608517650654 |
| 2013-07-01 | 38.2871497992595 |
| 2013-08-01 | 38.5166936329700 |
| 2013-09-01 | 38.5647210485025 |
| 2013-10-01 | 38.7462192232907 |
| 2013-11-01 | 38.9221631642429 |
| 2013-12-01 | 38.9554340767294 |
| 2014-01-01 | 38.5111080417159 |
| 2014-02-01 | 38.6423084406192 |
| 2014-03-01 | 38.6777891984469 |
| 2014-04-01 | 38.6803810716291 |
| 2014-05-01 | 38.8022151753855 |
| 2014-06-01 | 38.6347501788679 |
| 2014-07-01 | 38.7000503387700 |
| 2014-08-01 | 39.1298459692718 |
| 2014-09-01 | 38.8170259585326 |
| 2014-10-01 | 38.8243147386542 |
| 2014-11-01 | 38.8669812837681 |
| 2014-12-01 | 38.9665479890432 |
| 2015-01-01 | 38.8417567515211 |
| 2015-02-01 | 39.0379542845883 |
| 2015-03-01 | 38.9699596963668 |
| 2015-04-01 | 39.2918148937335 |
| 2015-05-01 | 39.6270017656602 |
| 2015-06-01 | 39.4763821060702 |
| 2015-07-01 | 39.5996381752909 |
| 2015-08-01 | 39.5218991738425 |
| 2015-09-01 | 39.7860383084029 |
| 2015-10-01 | 39.8153587036410 |
| 2015-11-01 | 40.0377409646114 |
| 2015-12-01 | 39.9995796553952 |
| 2016-01-01 | 39.9398835105188 |
| 2016-02-01 | 40.1142810193169 |
| 2016-03-01 | 40.2461224294580 |
| 2016-04-01 | 40.4982678792645 |
| 2016-05-01 | 40.8500540968000 |
| 2016-06-01 | 40.8011341420125 |
| 2016-07-01 | 40.8036864433758 |
| 2016-08-01 | 40.8381806293573 |
| 2016-09-01 | 41.0844088343367 |
| 2016-10-01 | 41.1090785206044 |
| 2016-11-01 | 40.9171631512415 |
| 2016-12-01 | 41.1437005503291 |
| 2017-01-01 | 41.3171925470844 |
| 2017-02-01 | 41.3773724227063 |
| 2017-03-01 | 41.4070458218725 |
| 2017-04-01 | 41.5204026033207 |
| 2017-05-01 | 41.3586056523325 |
| 2017-06-01 | 41.4110721004897 |
| 2017-07-01 | 41.5121956901519 |
| 2017-08-01 | 41.5489890972354 |
| 2017-09-01 | 41.4045609781355 |
| 2017-10-01 | 41.3985985679463 |
| 2017-11-01 | 41.3105508802644 |
| 2017-12-01 | 41.4188183191765 |
| 2018-01-01 | 41.4792529122977 |
| 2018-02-01 | 41.3401804567658 |
| 2018-03-01 | 41.3431136597227 |
| 2018-04-01 | 41.1465285513983 |
| 2018-05-01 | 41.2615948174132 |
| 2018-06-01 | 41.3209723759719 |
| 2018-07-01 | 41.4157773740063 |
| 2018-08-01 | 41.5610716510694 |
| 2018-09-01 | 41.3486440722251 |
| 2018-10-01 | 41.2656743310134 |
| 2018-11-01 | 41.3936677796427 |
| 2018-12-01 | 41.5799850941001 |
| 2019-01-01 | 41.9730260335887 |
| 2019-02-01 | 41.9063039817259 |
| 2019-03-01 | 42.1872239681165 |
| 2019-04-01 | 41.8561736651983 |
| 2019-05-01 | 41.5471905076961 |
| 2019-06-01 | 41.8522842013985 |
| 2019-07-01 | 41.7307567028797 |
| 2019-08-01 | 41.7766095419107 |
| 2019-09-01 | 42.0798239466161 |
| 2019-10-01 | 42.1146795500510 |
| 2019-11-01 | 42.3722934317789 |
| 2019-12-01 | 42.3255465400363 |
| 2020-01-01 | 42.2000563966138 |
| 2020-02-01 | 42.2758381373629 |
| 2020-03-01 | 42.0230219903203 |
| 2020-04-01 | 34.5885754843097 |
| 2020-05-01 | 35.1733604160394 |
| 2020-06-01 | 36.8926853927119 |
| 2020-07-01 | 38.3860351606276 |
| 2020-08-01 | 39.2778569278780 |
| 2020-09-01 | 39.1263256030338 |
| 2020-10-01 | 39.5284811434221 |
| 2020-11-01 | 39.7168407962641 |
| 2020-12-01 | 39.6566977855716 |
| 2021-01-01 | 40.1594772710874 |
| 2021-02-01 | 40.3667296916327 |
| 2021-03-01 | 40.7674853346803 |
| 2021-04-01 | 41.1102703133706 |
| 2021-05-01 | 41.3931536541849 |
| 2021-06-01 | 41.8758598186039 |
| 2021-07-01 | 42.1574961467968 |
| 2021-08-01 | 42.2212458613934 |
| 2021-09-01 | 42.3278636861802 |
| 2021-10-01 | 42.7872665662386 |
| 2021-11-01 | 42.7958402445962 |
| 2021-12-01 | 42.8251400647982 |
| 2022-01-01 | 42.4415166789162 |
| 2022-02-01 | 43.0576997986627 |
| 2022-03-01 | 43.1031128955409 |
| 2022-04-01 | 43.2506573230676 |
| 2022-05-01 | 43.1854171947316 |
| 2022-06-01 | 42.8714436321425 |
| 2022-07-01 | 43.1782260471983 |
| 2022-08-01 | 43.2086391417677 |
| 2022-09-01 | 43.5622290893094 |
| 2022-10-01 | 43.5146084775026 |
| 2022-11-01 | 43.5305747689600 |
| 2022-12-01 | 43.6786742765512 |
| 2023-01-01 | 43.8106350768985 |
| 2023-02-01 | 44.0720579567592 |
| 2023-03-01 | 44.0523196822760 |
| 2023-04-01 | 43.9110072107117 |
| 2023-05-01 | 43.9719897213358 |
| 2023-06-01 | 43.7541286553845 |
| 2023-07-01 | 43.8914044337221 |
| 2023-08-01 | 43.7612699883935 |
| 2023-09-01 | 44.2962373044367 |
| 2023-10-01 | 43.8747318411949 |
| 2023-11-01 | 43.9792875801019 |
| 2023-12-01 | 44.0318722990522 |
| 2024-01-01 | 43.8355831318927 |
| 2024-02-01 | 44.0978119658555 |
| 2024-03-01 | 44.2114496875149 |
| 2024-04-01 | 44.2024185610395 |
| 2024-05-01 | 43.7542414056036 |
| 2024-06-01 | 43.8201556262503 |
| 2024-07-01 | 43.3781846906092 |
| 2024-08-01 | 43.6117326337937 |
| 2024-09-01 | 43.2319395863702 |
| 2024-10-01 | 43.1463799754628 |
| 2024-11-01 | 43.0221044653649 |
| 2024-12-01 | 43.1993590565935 |
| 2025-01-01 | 43.0459523182219 |
| 2025-02-01 | 42.6218491369376 |
| 2025-03-01 | 42.7051413323651 |
| 2025-04-01 | 42.5178639102196 |
| 2025-05-01 | 42.9415082607399 |
| 2025-06-01 | 43.0797260670204 |
| 2025-07-01 | 43.4769703788433 |
| 2025-08-01 | 43.1645847273117 |
| 2025-09-01 | 42.8560104400770 |
| 2025-10-01 | 42.8886033847697 |
| 2025-11-01 | 42.9407738105108 |
| 2025-12-01 | 42.8816594498576 |