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 2026-04-01 |
| Last Updated | 2026-05-26 12:46 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 | 19.8973334019572 |
| 1990-02-01 | 19.8348863311814 |
| 1990-03-01 | 19.9131559801056 |
| 1990-04-01 | 19.9162141178432 |
| 1990-05-01 | 19.9917481204169 |
| 1990-06-01 | 20.0753265244608 |
| 1990-07-01 | 20.0730943599118 |
| 1990-08-01 | 20.1204140775916 |
| 1990-09-01 | 20.2596136133507 |
| 1990-10-01 | 20.6250019685255 |
| 1990-11-01 | 20.1087973018468 |
| 1990-12-01 | 20.0656831969010 |
| 1991-01-01 | 20.3059228077301 |
| 1991-02-01 | 20.5463963651126 |
| 1991-03-01 | 20.5212081578108 |
| 1991-04-01 | 20.6198858298248 |
| 1991-05-01 | 20.7969126261660 |
| 1991-06-01 | 20.8688289023796 |
| 1991-07-01 | 20.6672222731722 |
| 1991-08-01 | 20.9123843868227 |
| 1991-09-01 | 20.9576404610692 |
| 1991-10-01 | 21.1287647922603 |
| 1991-11-01 | 21.3965003596999 |
| 1991-12-01 | 21.5399959173934 |
| 1992-01-01 | 21.0246147996178 |
| 1992-02-01 | 21.1545256242197 |
| 1992-03-01 | 21.2352608552172 |
| 1992-04-01 | 21.2183582746303 |
| 1992-05-01 | 21.2008138018900 |
| 1992-06-01 | 21.1548962789263 |
| 1992-07-01 | 21.2624623924405 |
| 1992-08-01 | 21.3024056783023 |
| 1992-09-01 | 21.3652191174748 |
| 1992-10-01 | 21.4437181490590 |
| 1992-11-01 | 21.4967284775140 |
| 1992-12-01 | 21.4267969199172 |
| 1993-01-01 | 21.6447257526541 |
| 1993-02-01 | 21.7586314117088 |
| 1993-03-01 | 21.5381331524154 |
| 1993-04-01 | 22.0121288179208 |
| 1993-05-01 | 22.0057607759217 |
| 1993-06-01 | 22.0329640268396 |
| 1993-07-01 | 22.2644986630515 |
| 1993-08-01 | 22.2930229554866 |
| 1993-09-01 | 22.4816841379762 |
| 1993-10-01 | 22.5614476013609 |
| 1993-11-01 | 22.5923365288552 |
| 1993-12-01 | 22.7034264049777 |
| 1994-01-01 | 22.6618483350915 |
| 1994-02-01 | 22.6397498353640 |
| 1994-03-01 | 22.7475921418645 |
| 1994-04-01 | 22.6980502059397 |
| 1994-05-01 | 22.8111571750101 |
| 1994-06-01 | 23.0051862629870 |
| 1994-07-01 | 23.0732330387471 |
| 1994-08-01 | 23.2032089436590 |
| 1994-09-01 | 23.1100923305089 |
| 1994-10-01 | 23.0867864203590 |
| 1994-11-01 | 23.2083976118088 |
| 1994-12-01 | 23.4853570775015 |
| 1995-01-01 | 23.2618449544554 |
| 1995-02-01 | 23.2908408749304 |
| 1995-03-01 | 23.4394455646282 |
| 1995-04-01 | 23.6836949422684 |
| 1995-05-01 | 23.9188265364871 |
| 1995-06-01 | 24.0703366378765 |
| 1995-07-01 | 24.0954613673654 |
| 1995-08-01 | 24.2248304007545 |
| 1995-09-01 | 24.3515487279416 |
| 1995-10-01 | 24.1213542005925 |
| 1995-11-01 | 24.4178850875037 |
| 1995-12-01 | 24.5725818472439 |
| 1996-01-01 | 24.3566595798950 |
| 1996-02-01 | 24.6186435443383 |
| 1996-03-01 | 24.9281495125628 |
| 1996-04-01 | 24.6690314493225 |
| 1996-05-01 | 24.6230676812767 |
| 1996-06-01 | 24.5355159586080 |
| 1996-07-01 | 24.5291319211876 |
| 1996-08-01 | 24.6602369010755 |
| 1996-09-01 | 24.7061830185080 |
| 1996-10-01 | 24.9626434032820 |
| 1996-11-01 | 25.0339912331308 |
| 1996-12-01 | 25.0634978773553 |
| 1997-01-01 | 25.2378371414410 |
| 1997-02-01 | 25.2325137470765 |
| 1997-03-01 | 25.4860978910951 |
| 1997-04-01 | 24.8619658268706 |
| 1997-05-01 | 25.1256975866506 |
| 1997-06-01 | 25.2179431664321 |
| 1997-07-01 | 25.3655100167051 |
| 1997-08-01 | 25.3004343529370 |
| 1997-09-01 | 25.4644119916477 |
| 1997-10-01 | 25.4961291679587 |
| 1997-11-01 | 25.3405271524627 |
| 1997-12-01 | 25.4652366902695 |
| 1998-01-01 | 25.8999386662613 |
| 1998-02-01 | 25.8609181729344 |
| 1998-03-01 | 25.7261471424400 |
| 1998-04-01 | 26.0695586220231 |
| 1998-05-01 | 26.1429654590481 |
| 1998-06-01 | 26.3109137562156 |
| 1998-07-01 | 26.3939320057442 |
| 1998-08-01 | 26.5401893813980 |
| 1998-09-01 | 26.7054561942415 |
| 1998-10-01 | 26.8185902894616 |
| 1998-11-01 | 27.2464724463881 |
| 1998-12-01 | 27.4415052022094 |
| 1999-01-01 | 27.1550450628432 |
| 1999-02-01 | 27.4183583996752 |
| 1999-03-01 | 27.5666094929098 |
| 1999-04-01 | 27.6864350567518 |
| 1999-05-01 | 27.7696597154830 |
| 1999-06-01 | 27.9231834962832 |
| 1999-07-01 | 27.8159406654508 |
| 1999-08-01 | 27.9618455715439 |
| 1999-09-01 | 27.8244482507711 |
| 1999-10-01 | 27.9283400264463 |
| 1999-11-01 | 28.1549790494070 |
| 1999-12-01 | 28.3324377719287 |
| 2000-01-01 | 28.4022665690554 |
| 2000-02-01 | 28.6251993255561 |
| 2000-03-01 | 28.7168467457382 |
| 2000-04-01 | 28.6990821544555 |
| 2000-05-01 | 29.0941275119470 |
| 2000-06-01 | 28.7507940408267 |
| 2000-07-01 | 29.3302975849360 |
| 2000-08-01 | 29.3564525609261 |
| 2000-09-01 | 29.6183278886761 |
| 2000-10-01 | 29.8363691823637 |
| 2000-11-01 | 29.8727298597653 |
| 2000-12-01 | 30.0187377836148 |
| 2001-01-01 | 30.1489888267788 |
| 2001-02-01 | 30.2518082007915 |
| 2001-03-01 | 30.3855754885529 |
| 2001-04-01 | 29.9090639585822 |
| 2001-05-01 | 30.2014872797562 |
| 2001-06-01 | 30.5090423246751 |
| 2001-07-01 | 30.4327975028706 |
| 2001-08-01 | 30.5342820529761 |
| 2001-09-01 | 30.2769041330377 |
| 2001-10-01 | 30.6248573986809 |
| 2001-11-01 | 30.6917110734879 |
| 2001-12-01 | 30.7299637311816 |
| 2002-01-01 | 30.8092278618000 |
| 2002-02-01 | 30.6956165344466 |
| 2002-03-01 | 30.8836639867658 |
| 2002-04-01 | 30.9117209020404 |
| 2002-05-01 | 30.5996583283343 |
| 2002-06-01 | 30.6761421843254 |
| 2002-07-01 | 30.8244867503435 |
| 2002-08-01 | 30.8894548372679 |
| 2002-09-01 | 31.0150763136311 |
| 2002-10-01 | 31.2148298153701 |
| 2002-11-01 | 31.1027832996359 |
| 2002-12-01 | 31.2529547030585 |
| 2003-01-01 | 31.3970136291921 |
| 2003-02-01 | 31.3300793471691 |
| 2003-03-01 | 31.5108564779827 |
| 2003-04-01 | 31.9058882655386 |
| 2003-05-01 | 32.1978641979705 |
| 2003-06-01 | 32.3487159936781 |
| 2003-07-01 | 32.4247269149366 |
| 2003-08-01 | 32.4379206483587 |
| 2003-09-01 | 32.1414092114755 |
| 2003-10-01 | 32.3931254061807 |
| 2003-11-01 | 32.5876014501979 |
| 2003-12-01 | 32.7453749557546 |
| 2004-01-01 | 33.1242095553234 |
| 2004-02-01 | 33.2773083215953 |
| 2004-03-01 | 33.7571634575758 |
| 2004-04-01 | 33.2047491863998 |
| 2004-05-01 | 33.3039287601357 |
| 2004-06-01 | 33.1912335734581 |
| 2004-07-01 | 33.4332385985567 |
| 2004-08-01 | 33.5957533409035 |
| 2004-09-01 | 33.7672127793511 |
| 2004-10-01 | 33.7653478792980 |
| 2004-11-01 | 33.8439825799174 |
| 2004-12-01 | 33.8282772555052 |
| 2005-01-01 | 33.7729094148820 |
| 2005-02-01 | 33.9123380790311 |
| 2005-03-01 | 33.9879799621030 |
| 2005-04-01 | 34.1131632458490 |
| 2005-05-01 | 34.3383970364538 |
| 2005-06-01 | 34.2186702525575 |
| 2005-07-01 | 34.3586779739950 |
| 2005-08-01 | 34.4890685179041 |
| 2005-09-01 | 34.4904478616340 |
| 2005-10-01 | 34.6082284778232 |
| 2005-11-01 | 34.9944988249084 |
| 2005-12-01 | 35.1719099167394 |
| 2006-01-01 | 35.6354097017442 |
| 2006-02-01 | 36.1633016768607 |
| 2006-03-01 | 36.4164810131009 |
| 2006-04-01 | 36.9209439911971 |
| 2006-05-01 | 37.3027066600246 |
| 2006-06-01 | 37.2283838529368 |
| 2006-07-01 | 38.3070375580451 |
| 2006-08-01 | 38.2297552228915 |
| 2006-09-01 | 38.0222270449519 |
| 2006-10-01 | 38.5235786520987 |
| 2006-11-01 | 37.8153003262054 |
| 2006-12-01 | 37.8962121313229 |
| 2007-01-01 | 37.1861078716741 |
| 2007-02-01 | 37.3019932754264 |
| 2007-03-01 | 37.3342289255829 |
| 2007-04-01 | 37.1941057978387 |
| 2007-05-01 | 37.2565419863256 |
| 2007-06-01 | 37.5164939443088 |
| 2007-07-01 | 36.4332130073294 |
| 2007-08-01 | 36.4904702428083 |
| 2007-09-01 | 36.9177898805293 |
| 2007-10-01 | 37.0587867167938 |
| 2007-11-01 | 37.1921907264519 |
| 2007-12-01 | 37.0695075240623 |
| 2008-01-01 | 37.0981634597658 |
| 2008-02-01 | 37.1140776991108 |
| 2008-03-01 | 37.2617484204580 |
| 2008-04-01 | 36.6294000366864 |
| 2008-05-01 | 36.6689886927731 |
| 2008-06-01 | 36.7991064671866 |
| 2008-07-01 | 36.5728248111510 |
| 2008-08-01 | 36.5854471035866 |
| 2008-09-01 | 36.6465847558651 |
| 2008-10-01 | 36.4110080957253 |
| 2008-11-01 | 36.2761017551569 |
| 2008-12-01 | 36.4772427285287 |
| 2009-01-01 | 36.1754091735847 |
| 2009-02-01 | 35.9744382730747 |
| 2009-03-01 | 35.8779544511584 |
| 2009-04-01 | 35.7442397556886 |
| 2009-05-01 | 35.7646703481137 |
| 2009-06-01 | 35.6050966351136 |
| 2009-07-01 | 35.7225649897509 |
| 2009-08-01 | 35.5602888723427 |
| 2009-09-01 | 35.5764787171876 |
| 2009-10-01 | 35.8864301509509 |
| 2009-11-01 | 35.9751424209705 |
| 2009-12-01 | 35.7957383136914 |
| 2010-01-01 | 35.6425561626968 |
| 2010-02-01 | 35.4125486887805 |
| 2010-03-01 | 35.6975824557214 |
| 2010-04-01 | 35.8522746435546 |
| 2010-05-01 | 36.1478871196411 |
| 2010-06-01 | 36.3655262701913 |
| 2010-07-01 | 36.3923825824291 |
| 2010-08-01 | 36.4342204626637 |
| 2010-09-01 | 36.2980911404963 |
| 2010-10-01 | 36.2561530650577 |
| 2010-11-01 | 36.2351852735632 |
| 2010-12-01 | 36.4016993708000 |
| 2011-01-01 | 37.0301795723127 |
| 2011-02-01 | 37.3494115924507 |
| 2011-03-01 | 37.3268049244805 |
| 2011-04-01 | 37.7689862662599 |
| 2011-05-01 | 37.8465118714662 |
| 2011-06-01 | 37.6630523744489 |
| 2011-07-01 | 37.3753850660869 |
| 2011-08-01 | 37.1665670418442 |
| 2011-09-01 | 37.0833802283474 |
| 2011-10-01 | 37.3224558455966 |
| 2011-11-01 | 37.3825784736282 |
| 2011-12-01 | 37.4872712467727 |
| 2012-01-01 | 37.6354309015450 |
| 2012-02-01 | 37.5905622925378 |
| 2012-03-01 | 37.5503301818029 |
| 2012-04-01 | 37.6170373463064 |
| 2012-05-01 | 37.5433366687002 |
| 2012-06-01 | 37.7695573001651 |
| 2012-07-01 | 37.9421238360426 |
| 2012-08-01 | 38.2026738401215 |
| 2012-09-01 | 38.5374084346841 |
| 2012-10-01 | 38.3776425321411 |
| 2012-11-01 | 38.2927847038660 |
| 2012-12-01 | 38.2677518582392 |
| 2013-01-01 | 38.3717294002677 |
| 2013-02-01 | 38.3582349296946 |
| 2013-03-01 | 38.4705983219803 |
| 2013-04-01 | 38.2905254232740 |
| 2013-05-01 | 37.7691862925001 |
| 2013-06-01 | 38.1608486885123 |
| 2013-07-01 | 38.2871482951242 |
| 2013-08-01 | 38.5167105402336 |
| 2013-09-01 | 38.5647224624480 |
| 2013-10-01 | 38.7462269951753 |
| 2013-11-01 | 38.9220677354637 |
| 2013-12-01 | 38.9554442353861 |
| 2014-01-01 | 38.5111780917148 |
| 2014-02-01 | 38.6422732696945 |
| 2014-03-01 | 38.6777652390465 |
| 2014-04-01 | 38.6803467637930 |
| 2014-05-01 | 38.8022488655512 |
| 2014-06-01 | 38.6347691076168 |
| 2014-07-01 | 38.7000980357160 |
| 2014-08-01 | 39.1299324682539 |
| 2014-09-01 | 38.8171065696027 |
| 2014-10-01 | 38.8243771771251 |
| 2014-11-01 | 38.8667954462320 |
| 2014-12-01 | 38.9664747742176 |
| 2015-01-01 | 38.8416709511685 |
| 2015-02-01 | 39.0377653676943 |
| 2015-03-01 | 38.9698615190443 |
| 2015-04-01 | 39.2918097625545 |
| 2015-05-01 | 39.6271729815704 |
| 2015-06-01 | 39.4765633463750 |
| 2015-07-01 | 39.5998740595794 |
| 2015-08-01 | 39.5221901405988 |
| 2015-09-01 | 39.7863178619784 |
| 2015-10-01 | 39.8155128659232 |
| 2015-11-01 | 40.0373134575701 |
| 2015-12-01 | 39.9991632128038 |
| 2016-01-01 | 39.9392355418413 |
| 2016-02-01 | 40.1139528385332 |
| 2016-03-01 | 40.2453872476369 |
| 2016-04-01 | 40.4986883419743 |
| 2016-05-01 | 40.8507588665730 |
| 2016-06-01 | 40.8017464220650 |
| 2016-07-01 | 40.8043079991071 |
| 2016-08-01 | 40.8389461416462 |
| 2016-09-01 | 41.0851369471181 |
| 2016-10-01 | 41.1093255989105 |
| 2016-11-01 | 40.9163099834372 |
| 2016-12-01 | 41.1425218798589 |
| 2017-01-01 | 41.3153217224941 |
| 2017-02-01 | 41.3755563376775 |
| 2017-03-01 | 41.4054823001736 |
| 2017-04-01 | 41.5226287024627 |
| 2017-05-01 | 41.3611701488714 |
| 2017-06-01 | 41.4114810548795 |
| 2017-07-01 | 41.5135858476306 |
| 2017-08-01 | 41.5506286196570 |
| 2017-09-01 | 41.4056425388369 |
| 2017-10-01 | 41.3989676325841 |
| 2017-11-01 | 41.3096632825354 |
| 2017-12-01 | 41.4145249761118 |
| 2018-01-01 | 41.4763612212456 |
| 2018-02-01 | 41.3368088626940 |
| 2018-03-01 | 41.3406798376547 |
| 2018-04-01 | 41.1508314786556 |
| 2018-05-01 | 41.2668197594715 |
| 2018-06-01 | 41.3220970280788 |
| 2018-07-01 | 41.4185058710978 |
| 2018-08-01 | 41.5636932216699 |
| 2018-09-01 | 41.3497551235338 |
| 2018-10-01 | 41.2655692162580 |
| 2018-11-01 | 41.3921619921479 |
| 2018-12-01 | 41.5713187656572 |
| 2019-01-01 | 41.9682659857567 |
| 2019-02-01 | 41.9001848899515 |
| 2019-03-01 | 42.1842981855347 |
| 2019-04-01 | 41.8626823725573 |
| 2019-05-01 | 41.5552362188445 |
| 2019-06-01 | 41.8625683999948 |
| 2019-07-01 | 41.7343232457241 |
| 2019-08-01 | 41.7789862399120 |
| 2019-09-01 | 42.0792941306811 |
| 2019-10-01 | 42.1125954487038 |
| 2019-11-01 | 42.3689638873624 |
| 2019-12-01 | 42.3112959448582 |
| 2020-01-01 | 42.1919523585283 |
| 2020-02-01 | 42.2650646284283 |
| 2020-03-01 | 42.0176049523353 |
| 2020-04-01 | 34.5954791459896 |
| 2020-05-01 | 35.1853575235781 |
| 2020-06-01 | 36.9164247447964 |
| 2020-07-01 | 38.3958706039820 |
| 2020-08-01 | 39.2838688330073 |
| 2020-09-01 | 39.1183664933907 |
| 2020-10-01 | 39.5189584741250 |
| 2020-11-01 | 39.7103691176999 |
| 2020-12-01 | 39.6382603266981 |
| 2021-01-01 | 40.1440288660995 |
| 2021-02-01 | 40.3442028112563 |
| 2021-03-01 | 40.7548744242443 |
| 2021-04-01 | 41.1257298111000 |
| 2021-05-01 | 41.4181988328175 |
| 2021-06-01 | 41.9361190594657 |
| 2021-07-01 | 42.1835673011663 |
| 2021-08-01 | 42.2426735353191 |
| 2021-09-01 | 42.2985872495663 |
| 2021-10-01 | 42.7539368972207 |
| 2021-11-01 | 42.7780304645074 |
| 2021-12-01 | 42.8033402738531 |
| 2022-01-01 | 42.4267578814853 |
| 2022-02-01 | 43.0057172403647 |
| 2022-03-01 | 43.0665217898731 |
| 2022-04-01 | 43.2762292717223 |
| 2022-05-01 | 43.2369769284368 |
| 2022-06-01 | 42.9740168487235 |
| 2022-07-01 | 43.2433997944793 |
| 2022-08-01 | 43.2581851316044 |
| 2022-09-01 | 43.5028090818219 |
| 2022-10-01 | 43.4413076586940 |
| 2022-11-01 | 43.4891344875973 |
| 2022-12-01 | 43.6492303092782 |
| 2023-01-01 | 43.7962478974874 |
| 2023-02-01 | 43.9867650644469 |
| 2023-03-01 | 43.9879715620905 |
| 2023-04-01 | 43.9518241827587 |
| 2023-05-01 | 44.0592512852726 |
| 2023-06-01 | 43.9062653139455 |
| 2023-07-01 | 44.0108074257449 |
| 2023-08-01 | 43.8403599331881 |
| 2023-09-01 | 44.2021803303459 |
| 2023-10-01 | 43.7518396190868 |
| 2023-11-01 | 43.9029137341212 |
| 2023-12-01 | 43.9899396804157 |
| 2024-01-01 | 43.8258170538262 |
| 2024-02-01 | 43.9892630900829 |
| 2024-03-01 | 44.1220904071719 |
| 2024-04-01 | 43.9606037316340 |
| 2024-05-01 | 43.5769412285698 |
| 2024-06-01 | 43.6999725857965 |
| 2024-07-01 | 43.5543708695708 |
| 2024-08-01 | 43.7166220943950 |
| 2024-09-01 | 43.6080919830364 |
| 2024-10-01 | 43.5717595416424 |
| 2024-11-01 | 43.4060499138120 |
| 2024-12-01 | 43.5365128378344 |
| 2025-01-01 | 43.1353443901582 |
| 2025-02-01 | 43.5015661345734 |
| 2025-03-01 | 43.6981968497783 |
| 2025-04-01 | 43.5808388408553 |
| 2025-05-01 | 43.6986990989449 |
| 2025-06-01 | 43.9977796362463 |
| 2025-07-01 | 43.6974101416016 |
| 2025-08-01 | 43.8936110387959 |
| 2025-09-01 | 43.7072436711424 |
| 2025-10-01 | 43.8704878897797 |
| 2025-11-01 | 43.9853630771737 |
| 2025-12-01 | 43.8973376205138 |
| 2026-01-01 | 43.8437879332510 |
| 2026-02-01 | 43.2227045731642 |
| 2026-03-01 | 43.4891937934876 |
| 2026-04-01 | 43.5033991227111 |