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 2026-05-01 |
| 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 | 19.8972949318795 |
| 1990-02-01 | 19.8348681200201 |
| 1990-03-01 | 19.9131397947651 |
| 1990-04-01 | 19.9162081369901 |
| 1990-05-01 | 19.9917471810744 |
| 1990-06-01 | 20.0753250222213 |
| 1990-07-01 | 20.0730814873221 |
| 1990-08-01 | 20.1203925153145 |
| 1990-09-01 | 20.2597044442039 |
| 1990-10-01 | 20.6250684386700 |
| 1990-11-01 | 20.1086726676164 |
| 1990-12-01 | 20.0657625466341 |
| 1991-01-01 | 20.3058870644716 |
| 1991-02-01 | 20.5463790674863 |
| 1991-03-01 | 20.5211930866059 |
| 1991-04-01 | 20.6198808204477 |
| 1991-05-01 | 20.7969120085877 |
| 1991-06-01 | 20.8688274809408 |
| 1991-07-01 | 20.6672106850611 |
| 1991-08-01 | 20.9123644203282 |
| 1991-09-01 | 20.9577227928607 |
| 1991-10-01 | 21.1288239174776 |
| 1991-11-01 | 21.3963821728413 |
| 1991-12-01 | 21.5400698611555 |
| 1992-01-01 | 21.0245842567461 |
| 1992-02-01 | 21.1545113497693 |
| 1992-03-01 | 21.2352481259803 |
| 1992-04-01 | 21.2183550633930 |
| 1992-05-01 | 21.2008132265741 |
| 1992-06-01 | 21.1548951835924 |
| 1992-07-01 | 21.2624557858515 |
| 1992-08-01 | 21.3023962236472 |
| 1992-09-01 | 21.3652747654832 |
| 1992-10-01 | 21.4437613438048 |
| 1992-11-01 | 21.4966408892608 |
| 1992-12-01 | 21.4268445469213 |
| 1993-01-01 | 21.6447071755485 |
| 1993-02-01 | 21.7586227699555 |
| 1993-03-01 | 21.5381246653021 |
| 1993-04-01 | 22.0121274514955 |
| 1993-05-01 | 22.0057607182983 |
| 1993-06-01 | 22.0329632528341 |
| 1993-07-01 | 22.2644965692854 |
| 1993-08-01 | 22.2930211896714 |
| 1993-09-01 | 22.4817140643438 |
| 1993-10-01 | 22.5614721656353 |
| 1993-11-01 | 22.5922852744809 |
| 1993-12-01 | 22.7034496483860 |
| 1994-01-01 | 22.6618392275893 |
| 1994-02-01 | 22.6397461715284 |
| 1994-03-01 | 22.7475876344616 |
| 1994-04-01 | 22.6980503653212 |
| 1994-05-01 | 22.8111576468586 |
| 1994-06-01 | 23.0051862642647 |
| 1994-07-01 | 23.0732346926260 |
| 1994-08-01 | 23.2032133903928 |
| 1994-09-01 | 23.1100990422044 |
| 1994-10-01 | 23.0867943432968 |
| 1994-11-01 | 23.2083788736535 |
| 1994-12-01 | 23.4853594622882 |
| 1995-01-01 | 23.2618440297817 |
| 1995-02-01 | 23.2908410537133 |
| 1995-03-01 | 23.4394446300548 |
| 1995-04-01 | 23.6836957344540 |
| 1995-05-01 | 23.9188275654202 |
| 1995-06-01 | 24.0703369106621 |
| 1995-07-01 | 24.0954625925647 |
| 1995-08-01 | 24.2248319025561 |
| 1995-09-01 | 24.3515495479813 |
| 1995-10-01 | 24.1213540669471 |
| 1995-11-01 | 24.4178833750430 |
| 1995-12-01 | 24.5725796779777 |
| 1996-01-01 | 24.3566586647666 |
| 1996-02-01 | 24.6186441652648 |
| 1996-03-01 | 24.9281496684532 |
| 1996-04-01 | 24.6690321731401 |
| 1996-05-01 | 24.6230683868406 |
| 1996-06-01 | 24.5355163586476 |
| 1996-07-01 | 24.5291322385466 |
| 1996-08-01 | 24.6602370901607 |
| 1996-09-01 | 24.7061829063598 |
| 1996-10-01 | 24.9626433555537 |
| 1996-11-01 | 25.0339905650572 |
| 1996-12-01 | 25.0634971706899 |
| 1997-01-01 | 25.2378369152233 |
| 1997-02-01 | 25.2325141760246 |
| 1997-03-01 | 25.4860977099755 |
| 1997-04-01 | 24.8619661906662 |
| 1997-05-01 | 25.1256977678693 |
| 1997-06-01 | 25.2179431871173 |
| 1997-07-01 | 25.3655099665937 |
| 1997-08-01 | 25.3004343213878 |
| 1997-09-01 | 25.4644120145377 |
| 1997-10-01 | 25.4961295569163 |
| 1997-11-01 | 25.3405272943492 |
| 1997-12-01 | 25.4652366912582 |
| 1998-01-01 | 25.8999385078145 |
| 1998-02-01 | 25.8609182439924 |
| 1998-03-01 | 25.7261464486659 |
| 1998-04-01 | 26.0695583726162 |
| 1998-05-01 | 26.1429652240546 |
| 1998-06-01 | 26.3109140161014 |
| 1998-07-01 | 26.3939319348930 |
| 1998-08-01 | 26.5401894328983 |
| 1998-09-01 | 26.7054570362982 |
| 1998-10-01 | 26.8185905564460 |
| 1998-11-01 | 27.2464726259511 |
| 1998-12-01 | 27.4415053547289 |
| 1999-01-01 | 27.1550449061951 |
| 1999-02-01 | 27.4183584213528 |
| 1999-03-01 | 27.5666088205113 |
| 1999-04-01 | 27.6864343812773 |
| 1999-05-01 | 27.7696584147282 |
| 1999-06-01 | 27.9231841386310 |
| 1999-07-01 | 27.8159405695125 |
| 1999-08-01 | 27.9618457395161 |
| 1999-09-01 | 27.8244501272481 |
| 1999-10-01 | 27.9283403653328 |
| 1999-11-01 | 28.1549794049855 |
| 1999-12-01 | 28.3324379757992 |
| 2000-01-01 | 28.4022663581558 |
| 2000-02-01 | 28.6251992163223 |
| 2000-03-01 | 28.7168460321527 |
| 2000-04-01 | 28.6990807335940 |
| 2000-05-01 | 29.0941249664449 |
| 2000-06-01 | 28.7507950327707 |
| 2000-07-01 | 29.3302971253810 |
| 2000-08-01 | 29.3564521128877 |
| 2000-09-01 | 29.6183335758674 |
| 2000-10-01 | 29.8363691113578 |
| 2000-11-01 | 29.8727299759444 |
| 2000-12-01 | 30.0187379873165 |
| 2001-01-01 | 30.1489888090932 |
| 2001-02-01 | 30.2518082801800 |
| 2001-03-01 | 30.3855729235980 |
| 2001-04-01 | 29.9090623245553 |
| 2001-05-01 | 30.2014835877756 |
| 2001-06-01 | 30.5090432129024 |
| 2001-07-01 | 30.4327967481160 |
| 2001-08-01 | 30.5342812718605 |
| 2001-09-01 | 30.2769133449528 |
| 2001-10-01 | 30.6248576395444 |
| 2001-11-01 | 30.6917120607396 |
| 2001-12-01 | 30.7299651969172 |
| 2002-01-01 | 30.8092289316390 |
| 2002-02-01 | 30.6956168026596 |
| 2002-03-01 | 30.8836575222284 |
| 2002-04-01 | 30.9117156432782 |
| 2002-05-01 | 30.5996508981694 |
| 2002-06-01 | 30.6761411137386 |
| 2002-07-01 | 30.8244865273445 |
| 2002-08-01 | 30.8894565556842 |
| 2002-09-01 | 31.0150925777252 |
| 2002-10-01 | 31.2148330956411 |
| 2002-11-01 | 31.1027871071455 |
| 2002-12-01 | 31.2529592908508 |
| 2003-01-01 | 31.3970165520134 |
| 2003-02-01 | 31.3300782585063 |
| 2003-03-01 | 31.5108419075058 |
| 2003-04-01 | 31.9058738385363 |
| 2003-05-01 | 32.1978476729955 |
| 2003-06-01 | 32.3487014735898 |
| 2003-07-01 | 32.4247378719453 |
| 2003-08-01 | 32.4379309456045 |
| 2003-09-01 | 32.1414369592310 |
| 2003-10-01 | 32.3931349097836 |
| 2003-11-01 | 32.5876132715612 |
| 2003-12-01 | 32.7453865682982 |
| 2004-01-01 | 33.1242150793886 |
| 2004-02-01 | 33.2773025738920 |
| 2004-03-01 | 33.7571378352927 |
| 2004-04-01 | 33.2047188116798 |
| 2004-05-01 | 33.3038870707339 |
| 2004-06-01 | 33.1911681362079 |
| 2004-07-01 | 33.4332979583114 |
| 2004-08-01 | 33.5957890075600 |
| 2004-09-01 | 33.7672590616519 |
| 2004-10-01 | 33.7653670654191 |
| 2004-11-01 | 33.8440045708503 |
| 2004-12-01 | 33.8282934542205 |
| 2005-01-01 | 33.7729127983755 |
| 2005-02-01 | 33.9123233447720 |
| 2005-03-01 | 33.9879394045679 |
| 2005-04-01 | 34.1131179207399 |
| 2005-05-01 | 34.3383246964887 |
| 2005-06-01 | 34.2185494947838 |
| 2005-07-01 | 34.3587908973246 |
| 2005-08-01 | 34.4891355380570 |
| 2005-09-01 | 34.4905130749537 |
| 2005-10-01 | 34.6082603891688 |
| 2005-11-01 | 34.9945318896644 |
| 2005-12-01 | 35.1719262019514 |
| 2006-01-01 | 35.6354078799850 |
| 2006-02-01 | 36.1632749938502 |
| 2006-03-01 | 36.4164249213120 |
| 2006-04-01 | 36.9208818933563 |
| 2006-05-01 | 37.3025989866622 |
| 2006-06-01 | 37.2282071864443 |
| 2006-07-01 | 38.3072113378694 |
| 2006-08-01 | 38.2298615645105 |
| 2006-09-01 | 38.0223151368413 |
| 2006-10-01 | 38.5236265374859 |
| 2006-11-01 | 37.8153406512079 |
| 2006-12-01 | 37.8962231275579 |
| 2007-01-01 | 37.1860990055227 |
| 2007-02-01 | 37.3019470249320 |
| 2007-03-01 | 37.3341666511025 |
| 2007-04-01 | 37.1940420266191 |
| 2007-05-01 | 37.2564273907735 |
| 2007-06-01 | 37.5163144667996 |
| 2007-07-01 | 36.4333839300889 |
| 2007-08-01 | 36.4905816047277 |
| 2007-09-01 | 36.9178807851593 |
| 2007-10-01 | 37.0588384545232 |
| 2007-11-01 | 37.1922301199088 |
| 2007-12-01 | 37.0695070752849 |
| 2008-01-01 | 37.0981518218642 |
| 2008-02-01 | 37.1140198026471 |
| 2008-03-01 | 37.2616941175790 |
| 2008-04-01 | 36.6293450214722 |
| 2008-05-01 | 36.6688811935522 |
| 2008-06-01 | 36.7989461704652 |
| 2008-07-01 | 36.5729872163743 |
| 2008-08-01 | 36.5855542578511 |
| 2008-09-01 | 36.6466706893333 |
| 2008-10-01 | 36.4110553311612 |
| 2008-11-01 | 36.2761317666567 |
| 2008-12-01 | 36.4772296449436 |
| 2009-01-01 | 36.1753958483792 |
| 2009-02-01 | 35.9743764447579 |
| 2009-03-01 | 35.8779144809984 |
| 2009-04-01 | 35.7442038362605 |
| 2009-05-01 | 35.7645912559862 |
| 2009-06-01 | 35.6049966982500 |
| 2009-07-01 | 35.7226734822004 |
| 2009-08-01 | 35.5603669331427 |
| 2009-09-01 | 35.5765496267563 |
| 2009-10-01 | 35.8864679606418 |
| 2009-11-01 | 35.9751621239185 |
| 2009-12-01 | 35.7957161306745 |
| 2010-01-01 | 35.6425450678876 |
| 2010-02-01 | 35.4124961877899 |
| 2010-03-01 | 35.6975552311736 |
| 2010-04-01 | 35.8522537819971 |
| 2010-05-01 | 36.1478376284074 |
| 2010-06-01 | 36.3654815934290 |
| 2010-07-01 | 36.3924393536184 |
| 2010-08-01 | 36.4342696541483 |
| 2010-09-01 | 36.2981469478844 |
| 2010-10-01 | 36.2561797243982 |
| 2010-11-01 | 36.2351984997958 |
| 2010-12-01 | 36.4016751177103 |
| 2011-01-01 | 37.0301674181822 |
| 2011-02-01 | 37.3493666816726 |
| 2011-03-01 | 37.3267880149319 |
| 2011-04-01 | 37.7689769690316 |
| 2011-05-01 | 37.8464909232383 |
| 2011-06-01 | 37.6630520451446 |
| 2011-07-01 | 37.3753954767730 |
| 2011-08-01 | 37.1665852716204 |
| 2011-09-01 | 37.0834212028228 |
| 2011-10-01 | 37.3224762023762 |
| 2011-11-01 | 37.3825946283719 |
| 2011-12-01 | 37.4872524264476 |
| 2012-01-01 | 37.6354219371942 |
| 2012-02-01 | 37.5905403535968 |
| 2012-03-01 | 37.5502951201821 |
| 2012-04-01 | 37.6170389486530 |
| 2012-05-01 | 37.5433319611139 |
| 2012-06-01 | 37.7695590416240 |
| 2012-07-01 | 37.9421218984967 |
| 2012-08-01 | 38.2026751567659 |
| 2012-09-01 | 38.5374392719045 |
| 2012-10-01 | 38.3776647753388 |
| 2012-11-01 | 38.2928146024656 |
| 2012-12-01 | 38.2677474468837 |
| 2013-01-01 | 38.3717191182140 |
| 2013-02-01 | 38.3582254880255 |
| 2013-03-01 | 38.4705292029730 |
| 2013-04-01 | 38.2905272433812 |
| 2013-05-01 | 37.7692023518775 |
| 2013-06-01 | 38.1608409240479 |
| 2013-07-01 | 38.2871443754147 |
| 2013-08-01 | 38.5167144210206 |
| 2013-09-01 | 38.5647455954033 |
| 2013-10-01 | 38.7462285848206 |
| 2013-11-01 | 38.9222054983292 |
| 2013-12-01 | 38.9553862334470 |
| 2014-01-01 | 38.5111068608655 |
| 2014-02-01 | 38.6422418420814 |
| 2014-03-01 | 38.6776724074439 |
| 2014-04-01 | 38.6803895983691 |
| 2014-05-01 | 38.8023376680735 |
| 2014-06-01 | 38.6347801276028 |
| 2014-07-01 | 38.7000827299937 |
| 2014-08-01 | 39.1299094177176 |
| 2014-09-01 | 38.8171036134114 |
| 2014-10-01 | 38.8243686405306 |
| 2014-11-01 | 38.8670587828731 |
| 2014-12-01 | 38.9663903555670 |
| 2015-01-01 | 38.8415298337252 |
| 2015-02-01 | 39.0376493721058 |
| 2015-03-01 | 38.9697207797399 |
| 2015-04-01 | 39.2918635713070 |
| 2015-05-01 | 39.6273399893386 |
| 2015-06-01 | 39.4766164008929 |
| 2015-07-01 | 39.5998717096703 |
| 2015-08-01 | 39.5221470939328 |
| 2015-09-01 | 39.7862739539047 |
| 2015-10-01 | 39.8155517456510 |
| 2015-11-01 | 40.0378268630740 |
| 2015-12-01 | 39.9991939956345 |
| 2016-01-01 | 39.9388172090049 |
| 2016-02-01 | 40.1136670851468 |
| 2016-03-01 | 40.2452216867261 |
| 2016-04-01 | 40.4979593633491 |
| 2016-05-01 | 40.8522802611954 |
| 2016-06-01 | 40.8013448149844 |
| 2016-07-01 | 40.8041468985950 |
| 2016-08-01 | 40.8388668517046 |
| 2016-09-01 | 41.0850605408340 |
| 2016-10-01 | 41.1094646938035 |
| 2016-11-01 | 40.9171245648714 |
| 2016-12-01 | 41.1428755725888 |
| 2017-01-01 | 41.3148637571062 |
| 2017-02-01 | 41.3757366624389 |
| 2017-03-01 | 41.4054049897358 |
| 2017-04-01 | 41.5191677618313 |
| 2017-05-01 | 41.3638615031475 |
| 2017-06-01 | 41.4111545713509 |
| 2017-07-01 | 41.5134887676043 |
| 2017-08-01 | 41.5506245737214 |
| 2017-09-01 | 41.4056289484402 |
| 2017-10-01 | 41.3992145670613 |
| 2017-11-01 | 41.3106690078667 |
| 2017-12-01 | 41.4157724027750 |
| 2018-01-01 | 41.4759081171592 |
| 2018-02-01 | 41.3374956045475 |
| 2018-03-01 | 41.3405946008228 |
| 2018-04-01 | 41.1444324095758 |
| 2018-05-01 | 41.2702427502963 |
| 2018-06-01 | 41.3215558795832 |
| 2018-07-01 | 41.4183990104925 |
| 2018-08-01 | 41.5639139722693 |
| 2018-09-01 | 41.3501244421042 |
| 2018-10-01 | 41.2662123050267 |
| 2018-11-01 | 41.3933343661605 |
| 2018-12-01 | 41.5735008140837 |
| 2019-01-01 | 41.9684153525148 |
| 2019-02-01 | 41.9014350272840 |
| 2019-03-01 | 42.1839397162598 |
| 2019-04-01 | 41.8536667861149 |
| 2019-05-01 | 41.5578475138790 |
| 2019-06-01 | 41.8608339485058 |
| 2019-07-01 | 41.7345862222661 |
| 2019-08-01 | 41.7799303446976 |
| 2019-09-01 | 42.0806397641840 |
| 2019-10-01 | 42.1141380760531 |
| 2019-11-01 | 42.3705324517137 |
| 2019-12-01 | 42.3143955623086 |
| 2020-01-01 | 42.1925386633864 |
| 2020-02-01 | 42.2665023365085 |
| 2020-03-01 | 42.0169562931400 |
| 2020-04-01 | 34.5871370515859 |
| 2020-05-01 | 35.1864312818465 |
| 2020-06-01 | 36.9127831719634 |
| 2020-07-01 | 38.3953335564434 |
| 2020-08-01 | 39.2837060580411 |
| 2020-09-01 | 39.1227969840251 |
| 2020-10-01 | 39.5235220954686 |
| 2020-11-01 | 39.7105577192333 |
| 2020-12-01 | 39.6409703524936 |
| 2021-01-01 | 40.1458170412029 |
| 2021-02-01 | 40.3469861496347 |
| 2021-03-01 | 40.7553411240534 |
| 2021-04-01 | 41.1170127574837 |
| 2021-05-01 | 41.4136823376609 |
| 2021-06-01 | 41.9295229171458 |
| 2021-07-01 | 42.1811842093054 |
| 2021-08-01 | 42.2404356980120 |
| 2021-09-01 | 42.3062792013666 |
| 2021-10-01 | 42.7619907634607 |
| 2021-11-01 | 42.7767034478391 |
| 2021-12-01 | 42.8064467205244 |
| 2022-01-01 | 42.4306703359313 |
| 2022-02-01 | 43.0122158326655 |
| 2022-03-01 | 43.0708276049956 |
| 2022-04-01 | 43.2723528103909 |
| 2022-05-01 | 43.2274487079743 |
| 2022-06-01 | 42.9562813805958 |
| 2022-07-01 | 43.2381666773033 |
| 2022-08-01 | 43.2526172930184 |
| 2022-09-01 | 43.5122344676072 |
| 2022-10-01 | 43.4508446000323 |
| 2022-11-01 | 43.4856501340733 |
| 2022-12-01 | 43.6529646415151 |
| 2023-01-01 | 43.8041621258337 |
| 2023-02-01 | 43.9993299608034 |
| 2023-03-01 | 44.0035017958412 |
| 2023-04-01 | 43.9647884991545 |
| 2023-05-01 | 44.0336881399896 |
| 2023-06-01 | 43.8718458746863 |
| 2023-07-01 | 44.0007058011224 |
| 2023-08-01 | 43.8316884951635 |
| 2023-09-01 | 44.2092347482895 |
| 2023-10-01 | 43.7595648659586 |
| 2023-11-01 | 43.8987064441189 |
| 2023-12-01 | 43.9950692425866 |
| 2024-01-01 | 43.8378977919273 |
| 2024-02-01 | 44.0096011412437 |
| 2024-03-01 | 44.1524966875859 |
| 2024-04-01 | 43.9942274647557 |
| 2024-05-01 | 43.5387740146696 |
| 2024-06-01 | 43.6461663199454 |
| 2024-07-01 | 43.5381228325331 |
| 2024-08-01 | 43.7033612989358 |
| 2024-09-01 | 43.6117708299804 |
| 2024-10-01 | 43.5768880796188 |
| 2024-11-01 | 43.4001447303708 |
| 2024-12-01 | 43.5424933860419 |
| 2025-01-01 | 43.1512495537673 |
| 2025-02-01 | 43.5292648307067 |
| 2025-03-01 | 43.7441500807334 |
| 2025-04-01 | 43.6358898866636 |
| 2025-05-01 | 43.6448558323173 |
| 2025-06-01 | 43.9299373718663 |
| 2025-07-01 | 43.6746293444517 |
| 2025-08-01 | 43.8765498426391 |
| 2025-09-01 | 43.7056654666675 |
| 2025-10-01 | 43.8717882027601 |
| 2025-11-01 | 43.9791041677678 |
| 2025-12-01 | 43.9047264226177 |
| 2026-01-01 | 43.8627888158178 |
| 2026-02-01 | 43.2562605883532 |
| 2026-03-01 | 43.5458686845247 |
| 2026-04-01 | 43.5724924588185 |
| 2026-05-01 | 44.0586770986818 |