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 2026-06-01 |
| Last Updated | 2026-07-22 9:38 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 | 19.8973350117791 |
| 1990-02-01 | 19.8348870927434 |
| 1990-03-01 | 19.9131566574618 |
| 1990-04-01 | 19.9162143681555 |
| 1990-05-01 | 19.9917481598093 |
| 1990-06-01 | 20.0753265873220 |
| 1990-07-01 | 20.0730948987080 |
| 1990-08-01 | 20.1204149797099 |
| 1990-09-01 | 20.2596098157344 |
| 1990-10-01 | 20.6249991858883 |
| 1990-11-01 | 20.1088025183534 |
| 1990-12-01 | 20.0656798738594 |
| 1991-01-01 | 20.3059243032504 |
| 1991-02-01 | 20.5463970883195 |
| 1991-03-01 | 20.5212087884835 |
| 1991-04-01 | 20.6198860394728 |
| 1991-05-01 | 20.7969126520828 |
| 1991-06-01 | 20.8688289618517 |
| 1991-07-01 | 20.6672227582774 |
| 1991-08-01 | 20.9123852223636 |
| 1991-09-01 | 20.9576370191979 |
| 1991-10-01 | 21.1287623174769 |
| 1991-11-01 | 21.3965053065030 |
| 1991-12-01 | 21.5399928204131 |
| 1992-01-01 | 21.0246160770665 |
| 1992-02-01 | 21.1545262204774 |
| 1992-03-01 | 21.2352613876211 |
| 1992-04-01 | 21.2183584089332 |
| 1992-05-01 | 21.2008138258858 |
| 1992-06-01 | 21.1548963244839 |
| 1992-07-01 | 21.2624626691424 |
| 1992-08-01 | 21.3024060745262 |
| 1992-09-01 | 21.3652167917804 |
| 1992-10-01 | 21.4437163429852 |
| 1992-11-01 | 21.4967321454670 |
| 1992-12-01 | 21.4267949269007 |
| 1993-01-01 | 21.6447265236899 |
| 1993-02-01 | 21.7586317723818 |
| 1993-03-01 | 21.5381335058273 |
| 1993-04-01 | 22.0121288736166 |
| 1993-05-01 | 22.0057607773624 |
| 1993-06-01 | 22.0329640589603 |
| 1993-07-01 | 22.2644987514612 |
| 1993-08-01 | 22.2930230311927 |
| 1993-09-01 | 22.4816828902217 |
| 1993-10-01 | 22.5614465795070 |
| 1993-11-01 | 22.5923386801735 |
| 1993-12-01 | 22.7034254356349 |
| 1994-01-01 | 22.6618487023424 |
| 1994-02-01 | 22.6397499855713 |
| 1994-03-01 | 22.7475923224493 |
| 1994-04-01 | 22.6980501926146 |
| 1994-05-01 | 22.8111571543081 |
| 1994-06-01 | 23.0051862641289 |
| 1994-07-01 | 23.0732329722609 |
| 1994-08-01 | 23.2032087614253 |
| 1994-09-01 | 23.1100920588146 |
| 1994-10-01 | 23.0867861036031 |
| 1994-11-01 | 23.2083984076013 |
| 1994-12-01 | 23.4853569849141 |
| 1995-01-01 | 23.2618449724837 |
| 1995-02-01 | 23.2908408702454 |
| 1995-03-01 | 23.4394455517977 |
| 1995-04-01 | 23.6836949075412 |
| 1995-05-01 | 23.9188264983113 |
| 1995-06-01 | 24.0703366296484 |
| 1995-07-01 | 24.0954613220474 |
| 1995-08-01 | 24.2248303482005 |
| 1995-09-01 | 24.3515487096257 |
| 1995-10-01 | 24.1213542287799 |
| 1995-11-01 | 24.4178851950829 |
| 1995-12-01 | 24.5725819605699 |
| 1996-01-01 | 24.3566595528298 |
| 1996-02-01 | 24.6186435307988 |
| 1996-03-01 | 24.9281494010121 |
| 1996-04-01 | 24.6690314164348 |
| 1996-05-01 | 24.6230676582749 |
| 1996-06-01 | 24.5355159495483 |
| 1996-07-01 | 24.5291319233106 |
| 1996-08-01 | 24.6602369172933 |
| 1996-09-01 | 24.7061830538513 |
| 1996-10-01 | 24.9626434434049 |
| 1996-11-01 | 25.0339913278065 |
| 1996-12-01 | 25.0634979489773 |
| 1997-01-01 | 25.2378370424540 |
| 1997-02-01 | 25.2325137466112 |
| 1997-03-01 | 25.4860977236262 |
| 1997-04-01 | 24.8619657858872 |
| 1997-05-01 | 25.1256975616568 |
| 1997-06-01 | 25.2179431660643 |
| 1997-07-01 | 25.3655100553306 |
| 1997-08-01 | 25.3004344177854 |
| 1997-09-01 | 25.4644120602673 |
| 1997-10-01 | 25.4961292234800 |
| 1997-11-01 | 25.3405272657087 |
| 1997-12-01 | 25.4652367617333 |
| 1998-01-01 | 25.8999385376577 |
| 1998-02-01 | 25.8609182070155 |
| 1998-03-01 | 25.7261469455040 |
| 1998-04-01 | 26.0695584130811 |
| 1998-05-01 | 26.1429652845178 |
| 1998-06-01 | 26.3109138941503 |
| 1998-07-01 | 26.3939319420708 |
| 1998-08-01 | 26.5401893971900 |
| 1998-09-01 | 26.7054567176796 |
| 1998-10-01 | 26.8185903466439 |
| 1998-11-01 | 27.2464725930113 |
| 1998-12-01 | 27.4415053130959 |
| 1999-01-01 | 27.1550449407496 |
| 1999-02-01 | 27.4183584171633 |
| 1999-03-01 | 27.5666092508600 |
| 1999-04-01 | 27.6864345910869 |
| 1999-05-01 | 27.7696588730646 |
| 1999-06-01 | 27.9231838827347 |
| 1999-07-01 | 27.8159405906333 |
| 1999-08-01 | 27.9618456599434 |
| 1999-09-01 | 27.8244494204971 |
| 1999-10-01 | 27.9283402258316 |
| 1999-11-01 | 28.1549792892898 |
| 1999-12-01 | 28.3324379022806 |
| 2000-01-01 | 28.4022663980255 |
| 2000-02-01 | 28.6251992701402 |
| 2000-03-01 | 28.7168463822539 |
| 2000-04-01 | 28.6990812439472 |
| 2000-05-01 | 29.0941258943899 |
| 2000-06-01 | 28.7507946534812 |
| 2000-07-01 | 29.3302972833435 |
| 2000-08-01 | 29.3564522677287 |
| 2000-09-01 | 29.6183314845294 |
| 2000-10-01 | 29.8363691335088 |
| 2000-11-01 | 29.8727299479294 |
| 2000-12-01 | 30.0187379128243 |
| 2001-01-01 | 30.1489887872836 |
| 2001-02-01 | 30.2518082563355 |
| 2001-03-01 | 30.3855739014646 |
| 2001-04-01 | 29.9090629259675 |
| 2001-05-01 | 30.2014849400942 |
| 2001-06-01 | 30.5090428759450 |
| 2001-07-01 | 30.4327970194946 |
| 2001-08-01 | 30.5342815537686 |
| 2001-09-01 | 30.2769099669680 |
| 2001-10-01 | 30.6248575522170 |
| 2001-11-01 | 30.6917117081208 |
| 2001-12-01 | 30.7299646594138 |
| 2002-01-01 | 30.8092285278182 |
| 2002-02-01 | 30.6956167069810 |
| 2002-03-01 | 30.8836598953258 |
| 2002-04-01 | 30.9117175759605 |
| 2002-05-01 | 30.5996536245878 |
| 2002-06-01 | 30.6761414996540 |
| 2002-07-01 | 30.8244866077119 |
| 2002-08-01 | 30.8894559250108 |
| 2002-09-01 | 31.0150866170494 |
| 2002-10-01 | 31.2148318947618 |
| 2002-11-01 | 31.1027857127628 |
| 2002-12-01 | 31.2529576093047 |
| 2003-01-01 | 31.3970154797663 |
| 2003-02-01 | 31.3300786565158 |
| 2003-03-01 | 31.5108472472915 |
| 2003-04-01 | 31.9058791281041 |
| 2003-05-01 | 32.1978537315169 |
| 2003-06-01 | 32.3487067907341 |
| 2003-07-01 | 32.4247338561545 |
| 2003-08-01 | 32.4379271731448 |
| 2003-09-01 | 32.1414267900158 |
| 2003-10-01 | 32.3931314272855 |
| 2003-11-01 | 32.5876089397960 |
| 2003-12-01 | 32.7453823127060 |
| 2004-01-01 | 33.1242130543471 |
| 2004-02-01 | 33.2773046796630 |
| 2004-03-01 | 33.7571472246927 |
| 2004-04-01 | 33.2047299436815 |
| 2004-05-01 | 33.3039023495703 |
| 2004-06-01 | 33.1911921152335 |
| 2004-07-01 | 33.4332762042613 |
| 2004-08-01 | 33.5957759397525 |
| 2004-09-01 | 33.7672421006088 |
| 2004-10-01 | 33.7653600349903 |
| 2004-11-01 | 33.8439965123032 |
| 2004-12-01 | 33.8282875174344 |
| 2005-01-01 | 33.7729115565555 |
| 2005-02-01 | 33.9123287426033 |
| 2005-03-01 | 33.9879542661083 |
| 2005-04-01 | 34.1131345296862 |
| 2005-05-01 | 34.3383512069806 |
| 2005-06-01 | 34.2185937497281 |
| 2005-07-01 | 34.3587495157526 |
| 2005-08-01 | 34.4891109853176 |
| 2005-09-01 | 34.4904891803559 |
| 2005-10-01 | 34.6082486978846 |
| 2005-11-01 | 34.9945197717696 |
| 2005-12-01 | 35.1719202231877 |
| 2006-01-01 | 35.6354085346201 |
| 2006-02-01 | 36.1632847614355 |
| 2006-03-01 | 36.4164454745840 |
| 2006-04-01 | 36.9209046565278 |
| 2006-05-01 | 37.3026384583374 |
| 2006-06-01 | 37.2282719419755 |
| 2006-07-01 | 38.3071476605965 |
| 2006-08-01 | 38.2298226073547 |
| 2006-09-01 | 38.0222828624927 |
| 2006-10-01 | 38.5236089906948 |
| 2006-11-01 | 37.8153258631535 |
| 2006-12-01 | 37.8962190672582 |
| 2007-01-01 | 37.1861022248609 |
| 2007-02-01 | 37.3019639090407 |
| 2007-03-01 | 37.3341894861433 |
| 2007-04-01 | 37.1940654356874 |
| 2007-05-01 | 37.2564694358299 |
| 2007-06-01 | 37.5163802789312 |
| 2007-07-01 | 36.4333213087697 |
| 2007-08-01 | 36.4905408070000 |
| 2007-09-01 | 36.9178474861950 |
| 2007-10-01 | 37.0588195093914 |
| 2007-11-01 | 37.1922156648527 |
| 2007-12-01 | 37.0695071531562 |
| 2008-01-01 | 37.0981560202198 |
| 2008-02-01 | 37.1140408416753 |
| 2008-03-01 | 37.2617139548506 |
| 2008-04-01 | 36.6293652595422 |
| 2008-05-01 | 36.6689208990879 |
| 2008-06-01 | 36.7990049514032 |
| 2008-07-01 | 36.5729277449970 |
| 2008-08-01 | 36.5855150538872 |
| 2008-09-01 | 36.6466392440401 |
| 2008-10-01 | 36.4110380560702 |
| 2008-11-01 | 36.2761206998355 |
| 2008-12-01 | 36.4772342143504 |
| 2009-01-01 | 36.1754005061121 |
| 2009-02-01 | 35.9743987201262 |
| 2009-03-01 | 35.8779289727084 |
| 2009-04-01 | 35.7442171742096 |
| 2009-05-01 | 35.7646208942622 |
| 2009-06-01 | 35.6050334459917 |
| 2009-07-01 | 35.7226338674214 |
| 2009-08-01 | 35.5603385172410 |
| 2009-09-01 | 35.5765237285143 |
| 2009-10-01 | 35.8864542966431 |
| 2009-11-01 | 35.9751547655211 |
| 2009-12-01 | 35.7957237429080 |
| 2010-01-01 | 35.6425486061919 |
| 2010-02-01 | 35.4125148255365 |
| 2010-03-01 | 35.6975640817523 |
| 2010-04-01 | 35.8522616891853 |
| 2010-05-01 | 36.1478578709239 |
| 2010-06-01 | 36.3654981287747 |
| 2010-07-01 | 36.3924188580218 |
| 2010-08-01 | 36.4342520623166 |
| 2010-09-01 | 36.2981267515485 |
| 2010-10-01 | 36.2561705962718 |
| 2010-11-01 | 36.2351938215793 |
| 2010-12-01 | 36.4016821034845 |
| 2011-01-01 | 37.0301700333435 |
| 2011-02-01 | 37.3493825238379 |
| 2011-03-01 | 37.3267922985026 |
| 2011-04-01 | 37.7689810984729 |
| 2011-05-01 | 37.8465026383548 |
| 2011-06-01 | 37.6630528016687 |
| 2011-07-01 | 37.3753918844195 |
| 2011-08-01 | 37.1665776841456 |
| 2011-09-01 | 37.0834067716089 |
| 2011-10-01 | 37.3224708245891 |
| 2011-11-01 | 37.3825899774750 |
| 2011-12-01 | 37.4872563694156 |
| 2012-01-01 | 37.6354224320055 |
| 2012-02-01 | 37.5905483384270 |
| 2012-03-01 | 37.5503007447318 |
| 2012-04-01 | 37.6170400196065 |
| 2012-05-01 | 37.5433433989204 |
| 2012-06-01 | 37.7695584716669 |
| 2012-07-01 | 37.9421210291030 |
| 2012-08-01 | 38.2026710590478 |
| 2012-09-01 | 38.5374288382991 |
| 2012-10-01 | 38.3776614238027 |
| 2012-11-01 | 38.2928079386602 |
| 2012-12-01 | 38.2677462053706 |
| 2013-01-01 | 38.3717190330263 |
| 2013-02-01 | 38.3582276127835 |
| 2013-03-01 | 38.4705393893506 |
| 2013-04-01 | 38.2905258166655 |
| 2013-05-01 | 37.7692204868171 |
| 2013-06-01 | 38.1608413958257 |
| 2013-07-01 | 38.2871453712488 |
| 2013-08-01 | 38.5167109866207 |
| 2013-09-01 | 38.5647377587818 |
| 2013-10-01 | 38.7462249393193 |
| 2013-11-01 | 38.9221818806648 |
| 2013-12-01 | 38.9553821996449 |
| 2014-01-01 | 38.5111083932346 |
| 2014-02-01 | 38.6422433640370 |
| 2014-03-01 | 38.6776943251209 |
| 2014-04-01 | 38.6803929904581 |
| 2014-05-01 | 38.8023675169323 |
| 2014-06-01 | 38.6347818450867 |
| 2014-07-01 | 38.7000813041029 |
| 2014-08-01 | 39.1298989497735 |
| 2014-09-01 | 38.8170862579887 |
| 2014-10-01 | 38.8243520899332 |
| 2014-11-01 | 38.8670091669434 |
| 2014-12-01 | 38.9663838389527 |
| 2015-01-01 | 38.8415468838030 |
| 2015-02-01 | 39.0376797273049 |
| 2015-03-01 | 38.9697730832840 |
| 2015-04-01 | 39.2918856639590 |
| 2015-05-01 | 39.6273755130808 |
| 2015-06-01 | 39.4766059981174 |
| 2015-07-01 | 39.5998486461135 |
| 2015-08-01 | 39.5221138725203 |
| 2015-09-01 | 39.7862310419788 |
| 2015-10-01 | 39.8155029315245 |
| 2015-11-01 | 40.0377367450633 |
| 2015-12-01 | 39.9991744288803 |
| 2016-01-01 | 39.9389014852274 |
| 2016-02-01 | 40.1137106587233 |
| 2016-03-01 | 40.2454541544245 |
| 2016-04-01 | 40.4979619274727 |
| 2016-05-01 | 40.8523288606975 |
| 2016-06-01 | 40.8012736222152 |
| 2016-07-01 | 40.8040632824669 |
| 2016-08-01 | 40.8387815723737 |
| 2016-09-01 | 41.0849677866518 |
| 2016-10-01 | 41.1093598490556 |
| 2016-11-01 | 40.9169935199373 |
| 2016-12-01 | 41.1428478652158 |
| 2017-01-01 | 41.3150404853162 |
| 2017-02-01 | 41.3758475890145 |
| 2017-03-01 | 41.4059272598505 |
| 2017-04-01 | 41.5192378793488 |
| 2017-05-01 | 41.3637941778918 |
| 2017-06-01 | 41.4109092434539 |
| 2017-07-01 | 41.5133714919370 |
| 2017-08-01 | 41.5504623792798 |
| 2017-09-01 | 41.4054680585395 |
| 2017-10-01 | 41.3990842940847 |
| 2017-11-01 | 41.3105594995469 |
| 2017-12-01 | 41.4156291927671 |
| 2018-01-01 | 41.4762296559687 |
| 2018-02-01 | 41.3377075258805 |
| 2018-03-01 | 41.3414100123994 |
| 2018-04-01 | 41.1445675428399 |
| 2018-05-01 | 41.2700501675976 |
| 2018-06-01 | 41.3211243744971 |
| 2018-07-01 | 41.4182307610228 |
| 2018-08-01 | 41.5636609158132 |
| 2018-09-01 | 41.3498921842754 |
| 2018-10-01 | 41.2660676822117 |
| 2018-11-01 | 41.3932800565675 |
| 2018-12-01 | 41.5732713692183 |
| 2019-01-01 | 41.9689094869946 |
| 2019-02-01 | 41.9018155353092 |
| 2019-03-01 | 42.1849291224862 |
| 2019-04-01 | 41.8538710070051 |
| 2019-05-01 | 41.5574374508808 |
| 2019-06-01 | 41.8602282760080 |
| 2019-07-01 | 41.7343630103101 |
| 2019-08-01 | 41.7796131418351 |
| 2019-09-01 | 42.0803715651934 |
| 2019-10-01 | 42.1140178667119 |
| 2019-11-01 | 42.3705806065264 |
| 2019-12-01 | 42.3141134302266 |
| 2020-01-01 | 42.1932561527131 |
| 2020-02-01 | 42.2670627720434 |
| 2020-03-01 | 42.0180005535127 |
| 2020-04-01 | 34.5872254437279 |
| 2020-05-01 | 35.1859095358459 |
| 2020-06-01 | 36.9121102120242 |
| 2020-07-01 | 38.3950141052802 |
| 2020-08-01 | 39.2833707870818 |
| 2020-09-01 | 39.1224650918160 |
| 2020-10-01 | 39.5233433250976 |
| 2020-11-01 | 39.7106419927933 |
| 2020-12-01 | 39.6409139712709 |
| 2021-01-01 | 40.1467763051249 |
| 2021-02-01 | 40.3479819691174 |
| 2021-03-01 | 40.7569330625748 |
| 2021-04-01 | 41.1176049661990 |
| 2021-05-01 | 41.4111151850683 |
| 2021-06-01 | 41.9287968478311 |
| 2021-07-01 | 42.1806094024486 |
| 2021-08-01 | 42.2397458159292 |
| 2021-09-01 | 42.3055768797073 |
| 2021-10-01 | 42.7616751586526 |
| 2021-11-01 | 42.7768639358487 |
| 2021-12-01 | 42.8069034299960 |
| 2022-01-01 | 42.4324298997892 |
| 2022-02-01 | 43.0145065776597 |
| 2022-03-01 | 43.0736936771572 |
| 2022-04-01 | 43.2737497750169 |
| 2022-05-01 | 43.2228135406455 |
| 2022-06-01 | 42.9540472182439 |
| 2022-07-01 | 43.2368377866462 |
| 2022-08-01 | 43.2511351685213 |
| 2022-09-01 | 43.5107810517868 |
| 2022-10-01 | 43.4501325539436 |
| 2022-11-01 | 43.4857803540099 |
| 2022-12-01 | 43.6542392935869 |
| 2023-01-01 | 43.8071765406039 |
| 2023-02-01 | 44.0043763068276 |
| 2023-03-01 | 44.0094041185918 |
| 2023-04-01 | 43.9673203574641 |
| 2023-05-01 | 44.0275558805036 |
| 2023-06-01 | 43.8645576450471 |
| 2023-07-01 | 43.9977564405920 |
| 2023-08-01 | 43.8288493650565 |
| 2023-09-01 | 44.2068624858189 |
| 2023-10-01 | 43.7585425334064 |
| 2023-11-01 | 43.8992535262619 |
| 2023-12-01 | 43.9979306360328 |
| 2024-01-01 | 43.8431953619471 |
| 2024-02-01 | 44.0184493121745 |
| 2024-03-01 | 44.1620829138404 |
| 2024-04-01 | 43.9976157393421 |
| 2024-05-01 | 43.5320490124147 |
| 2024-06-01 | 43.6292195072915 |
| 2024-07-01 | 43.5336412613247 |
| 2024-08-01 | 43.6994912834584 |
| 2024-09-01 | 43.6089127409620 |
| 2024-10-01 | 43.5758800751940 |
| 2024-11-01 | 43.4014542239939 |
| 2024-12-01 | 43.5471613343545 |
| 2025-01-01 | 43.1589160194699 |
| 2025-02-01 | 43.5421380894278 |
| 2025-03-01 | 43.7579647082216 |
| 2025-04-01 | 43.6404837587717 |
| 2025-05-01 | 43.6370652551867 |
| 2025-06-01 | 43.9002738543424 |
| 2025-07-01 | 43.6690067393864 |
| 2025-08-01 | 43.8719954284874 |
| 2025-09-01 | 43.7027744346745 |
| 2025-10-01 | 43.8713375869996 |
| 2025-11-01 | 43.9817128139332 |
| 2025-12-01 | 43.9116243636349 |
| 2026-01-01 | 43.8735582103810 |
| 2026-02-01 | 43.2728742993134 |
| 2026-03-01 | 43.5630518324367 |
| 2026-04-01 | 43.5783532970407 |
| 2026-05-01 | 44.0509809580853 |
| 2026-06-01 | 44.1622833695820 |