Table Data - All Employees: Trade, Transportation, and Utilities in Harrisonburg, VA (MSA)
| Title | All Employees: Trade, Transportation, and Utilities in Harrisonburg, VA (MSA) |
|---|---|
| Series ID | HARR551TRAD |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-05-01 |
| Last Updated | 2026-06-24 10:02 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 | 8.55791842680031 |
| 1990-02-01 | 8.51951279735746 |
| 1990-03-01 | 8.52171462171087 |
| 1990-04-01 | 8.48066536609716 |
| 1990-05-01 | 8.55746690631854 |
| 1990-06-01 | 8.52977902955706 |
| 1990-07-01 | 8.50373249289718 |
| 1990-08-01 | 8.54132455740027 |
| 1990-09-01 | 8.48593667552753 |
| 1990-10-01 | 8.41746334756234 |
| 1990-11-01 | 8.34705483538455 |
| 1990-12-01 | 8.34822446343563 |
| 1991-01-01 | 8.25456119600846 |
| 1991-02-01 | 8.31651750382525 |
| 1991-03-01 | 8.32162204345908 |
| 1991-04-01 | 8.37879536469952 |
| 1991-05-01 | 8.35464604502766 |
| 1991-06-01 | 8.32864319612844 |
| 1991-07-01 | 8.20347176915635 |
| 1991-08-01 | 8.23746898497528 |
| 1991-09-01 | 8.28615875450637 |
| 1991-10-01 | 8.32382978347399 |
| 1991-11-01 | 8.63626841171822 |
| 1991-12-01 | 8.54310538527487 |
| 1992-01-01 | 8.25871602627767 |
| 1992-02-01 | 8.41858300050340 |
| 1992-03-01 | 8.42827996848626 |
| 1992-04-01 | 8.37236472066439 |
| 1992-05-01 | 8.35325747887220 |
| 1992-06-01 | 8.32584566398575 |
| 1992-07-01 | 8.50163299014033 |
| 1992-08-01 | 8.44123329497524 |
| 1992-09-01 | 8.48682698587716 |
| 1992-10-01 | 8.52482306107896 |
| 1992-11-01 | 8.43377635233774 |
| 1992-12-01 | 8.44803584109287 |
| 1993-01-01 | 8.56698150727319 |
| 1993-02-01 | 8.51785065297795 |
| 1993-03-01 | 8.52968702223381 |
| 1993-04-01 | 8.57433891204812 |
| 1993-05-01 | 8.55545055484143 |
| 1993-06-01 | 8.62283251663666 |
| 1993-07-01 | 8.70500369968447 |
| 1993-08-01 | 8.74494263261427 |
| 1993-09-01 | 8.68402748070699 |
| 1993-10-01 | 8.72048810681627 |
| 1993-11-01 | 8.81613403585649 |
| 1993-12-01 | 8.83738641625567 |
| 1994-01-01 | 8.88111984854372 |
| 1994-02-01 | 8.92441141318507 |
| 1994-03-01 | 8.93826478353695 |
| 1994-04-01 | 8.97783407538851 |
| 1994-05-01 | 9.05947708940619 |
| 1994-06-01 | 9.01671197148612 |
| 1994-07-01 | 9.00758202892023 |
| 1994-08-01 | 9.04366458249213 |
| 1994-09-01 | 9.08592814394814 |
| 1994-10-01 | 9.02198486360107 |
| 1994-11-01 | 9.10115539877383 |
| 1994-12-01 | 9.22125576617113 |
| 1995-01-01 | 9.09443574387030 |
| 1995-02-01 | 8.92115519637295 |
| 1995-03-01 | 9.03791543375586 |
| 1995-04-01 | 9.28670072850103 |
| 1995-05-01 | 9.36204711604557 |
| 1995-06-01 | 9.30592983520533 |
| 1995-07-01 | 9.31823320398183 |
| 1995-08-01 | 9.24106261286297 |
| 1995-09-01 | 9.28591027275448 |
| 1995-10-01 | 9.33224590970851 |
| 1995-11-01 | 9.18741072134109 |
| 1995-12-01 | 9.20885903072373 |
| 1996-01-01 | 9.20949791297449 |
| 1996-02-01 | 9.22646097227878 |
| 1996-03-01 | 9.23995607347333 |
| 1996-04-01 | 9.08332888428224 |
| 1996-05-01 | 9.05729471825507 |
| 1996-06-01 | 9.09391614256413 |
| 1996-07-01 | 9.02581981790899 |
| 1996-08-01 | 9.13947751998942 |
| 1996-09-01 | 9.19621652199070 |
| 1996-10-01 | 9.35425794769104 |
| 1996-11-01 | 9.37669575743338 |
| 1996-12-01 | 9.28906007027632 |
| 1997-01-01 | 9.21035010886938 |
| 1997-02-01 | 9.22020545821832 |
| 1997-03-01 | 9.23066756022083 |
| 1997-04-01 | 9.28523798380879 |
| 1997-05-01 | 9.36504532806998 |
| 1997-06-01 | 9.38626232020870 |
| 1997-07-01 | 9.53984390422448 |
| 1997-08-01 | 9.54048521758933 |
| 1997-09-01 | 9.50830027391092 |
| 1997-10-01 | 9.47306424181813 |
| 1997-11-01 | 9.46877664379667 |
| 1997-12-01 | 9.56369694292820 |
| 1998-01-01 | 9.80642597037166 |
| 1998-02-01 | 9.72549272940028 |
| 1998-03-01 | 9.73365072786457 |
| 1998-04-01 | 9.78445628148959 |
| 1998-05-01 | 9.77086665033528 |
| 1998-06-01 | 9.88676325013672 |
| 1998-07-01 | 9.84392791287682 |
| 1998-08-01 | 9.83744486183808 |
| 1998-09-01 | 9.93063905101256 |
| 1998-10-01 | 9.88742992549189 |
| 1998-11-01 | 10.05793845440650 |
| 1998-12-01 | 10.13754097609950 |
| 1999-01-01 | 10.08341503442000 |
| 1999-02-01 | 10.12584178646910 |
| 1999-03-01 | 10.23771817934270 |
| 1999-04-01 | 10.28197864996950 |
| 1999-05-01 | 10.37731480760370 |
| 1999-06-01 | 10.39200798430950 |
| 1999-07-01 | 10.45032435166810 |
| 1999-08-01 | 10.53917127415580 |
| 1999-09-01 | 10.54760128163660 |
| 1999-10-01 | 10.59139735428910 |
| 1999-11-01 | 10.74798132395420 |
| 1999-12-01 | 10.81142628581890 |
| 2000-01-01 | 10.86348836520710 |
| 2000-02-01 | 10.94741127003200 |
| 2000-03-01 | 10.95314138279700 |
| 2000-04-01 | 10.97795553357160 |
| 2000-05-01 | 10.96591940844490 |
| 2000-06-01 | 10.89824723946340 |
| 2000-07-01 | 11.05034335926060 |
| 2000-08-01 | 11.14321555628830 |
| 2000-09-01 | 11.16993174703960 |
| 2000-10-01 | 11.17506940570330 |
| 2000-11-01 | 11.15519586870170 |
| 2000-12-01 | 11.20633805522340 |
| 2001-01-01 | 11.34445097469750 |
| 2001-02-01 | 11.26731599696200 |
| 2001-03-01 | 11.26059000927860 |
| 2001-04-01 | 11.26615873093260 |
| 2001-05-01 | 11.25113590971410 |
| 2001-06-01 | 11.10380026588150 |
| 2001-07-01 | 11.25495592572240 |
| 2001-08-01 | 11.24703776423970 |
| 2001-09-01 | 11.28342231437610 |
| 2001-10-01 | 11.44465418120840 |
| 2001-11-01 | 11.45947498142770 |
| 2001-12-01 | 11.40686839357810 |
| 2002-01-01 | 11.53845677406960 |
| 2002-02-01 | 11.49579921881740 |
| 2002-03-01 | 11.47349548788340 |
| 2002-04-01 | 11.45351344450200 |
| 2002-05-01 | 11.42768932047130 |
| 2002-06-01 | 11.50731448579060 |
| 2002-07-01 | 11.65578848078440 |
| 2002-08-01 | 11.64765875383800 |
| 2002-09-01 | 11.70232381583670 |
| 2002-10-01 | 11.61677768167390 |
| 2002-11-01 | 11.56823024335180 |
| 2002-12-01 | 11.71640098020730 |
| 2003-01-01 | 11.23436169220240 |
| 2003-02-01 | 11.19925141920330 |
| 2003-03-01 | 11.27379700099990 |
| 2003-04-01 | 11.33499737511420 |
| 2003-05-01 | 11.51249703531810 |
| 2003-06-01 | 11.50775552081660 |
| 2003-07-01 | 11.46296286600270 |
| 2003-08-01 | 11.45093284854010 |
| 2003-09-01 | 11.40158182837900 |
| 2003-10-01 | 11.50532817422540 |
| 2003-11-01 | 11.48190158932500 |
| 2003-12-01 | 11.54068002030840 |
| 2004-01-01 | 11.53315334037860 |
| 2004-02-01 | 11.60517722531120 |
| 2004-03-01 | 11.77745908885940 |
| 2004-04-01 | 11.91427197587560 |
| 2004-05-01 | 11.89508514069870 |
| 2004-06-01 | 11.90894568794610 |
| 2004-07-01 | 11.68023203934740 |
| 2004-08-01 | 11.96649841640720 |
| 2004-09-01 | 12.01689213543320 |
| 2004-10-01 | 12.09964892427130 |
| 2004-11-01 | 12.17520982050920 |
| 2004-12-01 | 12.13636541631340 |
| 2005-01-01 | 12.02620726500230 |
| 2005-02-01 | 11.99353629362410 |
| 2005-03-01 | 11.96348752392280 |
| 2005-04-01 | 11.99157690748760 |
| 2005-05-01 | 12.09459715701910 |
| 2005-06-01 | 11.91473276057190 |
| 2005-07-01 | 12.41172130838030 |
| 2005-08-01 | 12.59512270729380 |
| 2005-09-01 | 12.82335696191100 |
| 2005-10-01 | 12.50308567509520 |
| 2005-11-01 | 12.57084723566840 |
| 2005-12-01 | 12.81784305522420 |
| 2006-01-01 | 13.00705027966320 |
| 2006-02-01 | 13.18620206305850 |
| 2006-03-01 | 13.36585920658450 |
| 2006-04-01 | 13.17660976573540 |
| 2006-05-01 | 13.20993675244200 |
| 2006-06-01 | 13.22937290361190 |
| 2006-07-01 | 13.14003194169420 |
| 2006-08-01 | 13.22626418258880 |
| 2006-09-01 | 13.32517782705750 |
| 2006-10-01 | 13.30284602473390 |
| 2006-11-01 | 13.24854613204320 |
| 2006-12-01 | 13.30280734513670 |
| 2007-01-01 | 13.48229615397490 |
| 2007-02-01 | 13.56701979883310 |
| 2007-03-01 | 13.65066585968070 |
| 2007-04-01 | 13.77506396771250 |
| 2007-05-01 | 13.74218363440200 |
| 2007-06-01 | 13.65091029812640 |
| 2007-07-01 | 13.65638213207730 |
| 2007-08-01 | 13.54701142154650 |
| 2007-09-01 | 13.50874069632550 |
| 2007-10-01 | 13.60360303826810 |
| 2007-11-01 | 13.62916679807970 |
| 2007-12-01 | 13.68341120262360 |
| 2008-01-01 | 13.56628081488050 |
| 2008-02-01 | 13.46222915874800 |
| 2008-03-01 | 13.64447618458340 |
| 2008-04-01 | 13.27869722321540 |
| 2008-05-01 | 13.26462083844810 |
| 2008-06-01 | 13.26717837558490 |
| 2008-07-01 | 13.14942719909060 |
| 2008-08-01 | 13.04943574458510 |
| 2008-09-01 | 13.19367820906570 |
| 2008-10-01 | 12.90180620654360 |
| 2008-11-01 | 12.82923559230810 |
| 2008-12-01 | 12.79688399705780 |
| 2009-01-01 | 12.77207801370010 |
| 2009-02-01 | 12.66199725019560 |
| 2009-03-01 | 12.52620925692460 |
| 2009-04-01 | 12.49246532535540 |
| 2009-05-01 | 12.37993694211010 |
| 2009-06-01 | 12.37729447921090 |
| 2009-07-01 | 12.33542550745900 |
| 2009-08-01 | 12.33313674855350 |
| 2009-09-01 | 12.47083258966350 |
| 2009-10-01 | 12.29653941966640 |
| 2009-11-01 | 12.32416269358480 |
| 2009-12-01 | 12.20381640130090 |
| 2010-01-01 | 12.19011065369830 |
| 2010-02-01 | 12.16958985904890 |
| 2010-03-01 | 12.22546079599610 |
| 2010-04-01 | 12.20854632596980 |
| 2010-05-01 | 12.19215711968040 |
| 2010-06-01 | 12.18936857351030 |
| 2010-07-01 | 12.32438684965150 |
| 2010-08-01 | 12.31353616469050 |
| 2010-09-01 | 12.25257627550000 |
| 2010-10-01 | 12.28443452607760 |
| 2010-11-01 | 12.31081909163790 |
| 2010-12-01 | 12.29839917587360 |
| 2011-01-01 | 12.11671978219560 |
| 2011-02-01 | 12.27915180770790 |
| 2011-03-01 | 12.22637254815480 |
| 2011-04-01 | 12.43000809774270 |
| 2011-05-01 | 12.39720539657690 |
| 2011-06-01 | 12.40317599673480 |
| 2011-07-01 | 12.31402701966110 |
| 2011-08-01 | 12.28846704653910 |
| 2011-09-01 | 12.33341459338100 |
| 2011-10-01 | 12.37523857526260 |
| 2011-11-01 | 12.30612380726040 |
| 2011-12-01 | 12.40077770314880 |
| 2012-01-01 | 12.44240613052090 |
| 2012-02-01 | 12.58814182901640 |
| 2012-03-01 | 12.53576817728260 |
| 2012-04-01 | 12.44433022317160 |
| 2012-05-01 | 12.48929730713690 |
| 2012-06-01 | 12.51111246767830 |
| 2012-07-01 | 12.50655315524430 |
| 2012-08-01 | 12.67616839052960 |
| 2012-09-01 | 12.72012351031270 |
| 2012-10-01 | 12.56935048889210 |
| 2012-11-01 | 12.59412686843060 |
| 2012-12-01 | 12.59940660727630 |
| 2013-01-01 | 12.56383785533790 |
| 2013-02-01 | 12.58988188096600 |
| 2013-03-01 | 12.64405552589250 |
| 2013-04-01 | 12.66436263079450 |
| 2013-05-01 | 12.67346110358210 |
| 2013-06-01 | 12.71541577585080 |
| 2013-07-01 | 12.79836169964850 |
| 2013-08-01 | 12.76327699601790 |
| 2013-09-01 | 12.80663887246940 |
| 2013-10-01 | 12.87484391433000 |
| 2013-11-01 | 12.88711426267460 |
| 2013-12-01 | 12.90317724469440 |
| 2014-01-01 | 12.77230926263210 |
| 2014-02-01 | 12.88904554562810 |
| 2014-03-01 | 12.85476132614220 |
| 2014-04-01 | 12.87692823820650 |
| 2014-05-01 | 12.85845760510420 |
| 2014-06-01 | 12.81873229862860 |
| 2014-07-01 | 12.78771415258910 |
| 2014-08-01 | 12.95784028458720 |
| 2014-09-01 | 12.79763318269290 |
| 2014-10-01 | 12.78423341807720 |
| 2014-11-01 | 12.78549517724910 |
| 2014-12-01 | 12.83020741644430 |
| 2015-01-01 | 12.87439787029150 |
| 2015-02-01 | 12.88116629344950 |
| 2015-03-01 | 12.75809599397910 |
| 2015-04-01 | 12.88528886225620 |
| 2015-05-01 | 12.94236660278170 |
| 2015-06-01 | 13.02487240457850 |
| 2015-07-01 | 13.07578186831250 |
| 2015-08-01 | 13.15090064769360 |
| 2015-09-01 | 13.18993879461070 |
| 2015-10-01 | 13.19479185009540 |
| 2015-11-01 | 13.27352562873170 |
| 2015-12-01 | 13.24889973334340 |
| 2016-01-01 | 13.17481442516140 |
| 2016-02-01 | 13.17658438289610 |
| 2016-03-01 | 13.26326673446920 |
| 2016-04-01 | 13.38776244593080 |
| 2016-05-01 | 13.53701741002380 |
| 2016-06-01 | 13.73064416429280 |
| 2016-07-01 | 13.57103160217900 |
| 2016-08-01 | 13.54530942169780 |
| 2016-09-01 | 13.58492330839740 |
| 2016-10-01 | 13.59353906636240 |
| 2016-11-01 | 13.56594897776390 |
| 2016-12-01 | 13.66725721754760 |
| 2017-01-01 | 13.78343538059310 |
| 2017-02-01 | 13.77858530484640 |
| 2017-03-01 | 13.87243890028950 |
| 2017-04-01 | 13.79165117260920 |
| 2017-05-01 | 13.53544248281250 |
| 2017-06-01 | 13.41925699550230 |
| 2017-07-01 | 13.36490864406960 |
| 2017-08-01 | 13.33153758596500 |
| 2017-09-01 | 13.27816738484180 |
| 2017-10-01 | 13.29145328389950 |
| 2017-11-01 | 13.28263707995500 |
| 2017-12-01 | 13.20611682686630 |
| 2018-01-01 | 13.28779100701730 |
| 2018-02-01 | 13.26493613135020 |
| 2018-03-01 | 13.26495128320570 |
| 2018-04-01 | 13.17953979357240 |
| 2018-05-01 | 13.23902420936510 |
| 2018-06-01 | 13.20796268030420 |
| 2018-07-01 | 13.26494842328270 |
| 2018-08-01 | 13.22453890120480 |
| 2018-09-01 | 13.28459645527290 |
| 2018-10-01 | 13.17070838094500 |
| 2018-11-01 | 13.28850893757910 |
| 2018-12-01 | 13.32680275913530 |
| 2019-01-01 | 13.30218286829680 |
| 2019-02-01 | 13.35313835347000 |
| 2019-03-01 | 13.46451178349970 |
| 2019-04-01 | 13.57768623249480 |
| 2019-05-01 | 13.44097701339010 |
| 2019-06-01 | 13.49750926519210 |
| 2019-07-01 | 13.47044689418900 |
| 2019-08-01 | 13.52740749460300 |
| 2019-09-01 | 13.49182438102150 |
| 2019-10-01 | 13.54990753638750 |
| 2019-11-01 | 13.69650727528790 |
| 2019-12-01 | 13.53321699477970 |
| 2020-01-01 | 13.51804377252530 |
| 2020-02-01 | 13.53700968669880 |
| 2020-03-01 | 13.55290065387580 |
| 2020-04-01 | 12.35894950274840 |
| 2020-05-01 | 12.53649937005830 |
| 2020-06-01 | 12.98817144696110 |
| 2020-07-01 | 13.17576251836890 |
| 2020-08-01 | 13.43943197153400 |
| 2020-09-01 | 13.61186280743370 |
| 2020-10-01 | 13.73369957044160 |
| 2020-11-01 | 13.81116359247570 |
| 2020-12-01 | 13.92543203441110 |
| 2021-01-01 | 14.13410762705700 |
| 2021-02-01 | 14.11736239620300 |
| 2021-03-01 | 14.34504136336200 |
| 2021-04-01 | 14.66162488420690 |
| 2021-05-01 | 14.74126295064550 |
| 2021-06-01 | 14.79621915073250 |
| 2021-07-01 | 14.88995116699600 |
| 2021-08-01 | 14.95653349050370 |
| 2021-09-01 | 15.02619298760620 |
| 2021-10-01 | 15.31737209712800 |
| 2021-11-01 | 15.40997608161500 |
| 2021-12-01 | 15.39577139990290 |
| 2022-01-01 | 15.44576494548640 |
| 2022-02-01 | 15.60476889747930 |
| 2022-03-01 | 15.63154070660290 |
| 2022-04-01 | 15.45013679228930 |
| 2022-05-01 | 15.44211312092160 |
| 2022-06-01 | 15.40384936933560 |
| 2022-07-01 | 15.29106447476840 |
| 2022-08-01 | 15.26966000338650 |
| 2022-09-01 | 15.34421916963540 |
| 2022-10-01 | 15.32290749567410 |
| 2022-11-01 | 15.33068400612930 |
| 2022-12-01 | 15.50198240493490 |
| 2023-01-01 | 15.44379400006580 |
| 2023-02-01 | 15.48202825900150 |
| 2023-03-01 | 15.50463865920330 |
| 2023-04-01 | 15.54797587620160 |
| 2023-05-01 | 15.54801685930830 |
| 2023-06-01 | 15.40173840905460 |
| 2023-07-01 | 15.48785300244730 |
| 2023-08-01 | 15.37135877521020 |
| 2023-09-01 | 15.34168583623740 |
| 2023-10-01 | 15.33971587308960 |
| 2023-11-01 | 15.34371098779800 |
| 2023-12-01 | 15.40705439024370 |
| 2024-01-01 | 15.44475349261070 |
| 2024-02-01 | 15.48634564881030 |
| 2024-03-01 | 15.59124949246070 |
| 2024-04-01 | 15.33996093237130 |
| 2024-05-01 | 15.25155092420760 |
| 2024-06-01 | 15.29818709866290 |
| 2024-07-01 | 15.27499321889250 |
| 2024-08-01 | 15.36493057564080 |
| 2024-09-01 | 15.33889672339220 |
| 2024-10-01 | 15.25079893427280 |
| 2024-11-01 | 15.14763426911070 |
| 2024-12-01 | 15.21690295186360 |
| 2025-01-01 | 15.24495275654260 |
| 2025-02-01 | 15.19593743891460 |
| 2025-03-01 | 15.29274648348120 |
| 2025-04-01 | 15.24003742106690 |
| 2025-05-01 | 15.26125593654360 |
| 2025-06-01 | 15.69048112009260 |
| 2025-07-01 | 15.36664328636620 |
| 2025-08-01 | 15.34816911589080 |
| 2025-09-01 | 15.32505017511870 |
| 2025-10-01 | 15.35566304163870 |
| 2025-11-01 | 15.34388652221190 |
| 2025-12-01 | 15.22377757450640 |
| 2026-01-01 | 15.24632445297390 |
| 2026-02-01 | 15.11687068101400 |
| 2026-03-01 | 15.30198910508120 |
| 2026-04-01 | 15.63932478685630 |
| 2026-05-01 | 15.46392553599510 |