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 2024-02-01 Last Updated: 2024-03-23 6:38 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/HARR551TRADN). 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 8.544552679917580 1990-02-01 8.522602926116920 1990-03-01 8.524140991248380 1990-04-01 8.484072650411349 1990-05-01 8.562656815386300 1990-06-01 8.534588050157920 1990-07-01 8.516675126209100 1990-08-01 8.544524058505690 1990-09-01 8.487947243288100 1990-10-01 8.437122073390570 1990-11-01 8.334827209276920 1990-12-01 8.318777295608610 1991-01-01 8.242684554101679 1991-02-01 8.319237060284090 1991-03-01 8.324114696958310 1991-04-01 8.382007869242560 1991-05-01 8.359227128326241 1991-06-01 8.333071924990060 1991-07-01 8.214797589681780 1991-08-01 8.240487320311110 1991-09-01 8.288355708111650 1991-10-01 8.341668472172020 1991-11-01 8.625915194576120 1991-12-01 8.515051025863160 1992-01-01 8.247203427220120 1992-02-01 8.420987581670120 1992-03-01 8.431358496946089 1992-04-01 8.375808896979330 1992-05-01 8.356727069193820 1992-06-01 8.329693119650571 1992-07-01 8.510703716619860 1992-08-01 8.441881713265019 1992-09-01 8.486778221458799 1992-10-01 8.546919192532250 1992-11-01 8.424924010163700 1992-12-01 8.423203240242911 1993-01-01 8.557418782775130 1993-02-01 8.521988035112060 1993-03-01 8.532940017826789 1993-04-01 8.576796568159232 1993-05-01 8.555636741456450 1993-06-01 8.623787211585800 1993-07-01 8.710361793574530 1993-08-01 8.743297627455961 1993-09-01 8.682347635976870 1993-10-01 8.752001576963560 1993-11-01 8.807426473144751 1993-12-01 8.816421345737340 1994-01-01 8.872771744244660 1994-02-01 8.927675995590690 1994-03-01 8.940238193303529 1994-04-01 8.978792322224010 1994-05-01 9.056771055863870 1994-06-01 9.016355670670830 1994-07-01 9.009140997134052 1994-08-01 9.041325346598109 1994-09-01 9.083208419442640 1994-10-01 9.060150202037720 1994-11-01 9.091578094344198 1994-12-01 9.205342387667440 1995-01-01 9.088430294470160 1995-02-01 8.923553221394110 1995-03-01 9.038015478758838 1995-04-01 9.285986869196321 1995-05-01 9.357164327852670 1995-06-01 9.304351379196198 1995-07-01 9.316347701606450 1995-08-01 9.239218763879560 1995-09-01 9.284109256248150 1995-10-01 9.372211902650210 1995-11-01 9.179373122654901 1995-12-01 9.198445414584961 1996-01-01 9.203500449118080 1996-02-01 9.225461559485620 1996-03-01 9.237993874533350 1996-04-01 9.082643928654690 1996-05-01 9.053785793557939 1996-06-01 9.094124948067310 1996-07-01 9.022281778071411 1996-08-01 9.137616796801789 1996-09-01 9.193928889365160 1996-10-01 9.389448894379440 1996-11-01 9.369326835138539 1996-12-01 9.282086837981580 1997-01-01 9.205890722938811 1997-02-01 9.219968268632769 1997-03-01 9.228484673641870 1997-04-01 9.284276983774620 1997-05-01 9.361724509579040 1997-06-01 9.385713664412481 1997-07-01 9.535801299252460 1997-08-01 9.538890990809470 1997-09-01 9.506712245647698 1997-10-01 9.501587321158901 1997-11-01 9.463283592891520 1997-12-01 9.559815490560170 1998-01-01 9.802632857258730 1998-02-01 9.724458698745100 1998-03-01 9.730829766415950 1998-04-01 9.783070186245741 1998-05-01 9.769052962578410 1998-06-01 9.886653603116280 1998-07-01 9.841616523912840 1998-08-01 9.837728707027650 1998-09-01 9.929734390893609 1998-10-01 9.904192427853860 1998-11-01 10.053426430869200 1998-12-01 10.135463420142198 1999-01-01 10.082016453997900 1999-02-01 10.126144903913800 1999-03-01 10.235933076207100 1999-04-01 10.279979832291900 1999-05-01 10.377150023938100 1999-06-01 10.390338130056302 1999-07-01 10.449662575731100 1999-08-01 10.540896727512800 1999-09-01 10.548013253469401 1999-10-01 10.597749107901400 1999-11-01 10.746257933042600 1999-12-01 10.809998898750500 2000-01-01 10.863134868678700 2000-02-01 10.946820648684799 2000-03-01 10.950919228867500 2000-04-01 10.975573992635601 2000-05-01 10.970777619500000 2000-06-01 10.897138254489100 2000-07-01 11.051593688524802 2000-08-01 11.144558058652999 2000-09-01 11.169018688253301 2000-10-01 11.176328300757500 2000-11-01 11.153300656575698 2000-12-01 11.203485320347200 2001-01-01 11.344543203366700 2001-02-01 11.266918314005200 2001-03-01 11.258854981049900 2001-04-01 11.267605252825598 2001-05-01 11.259176996464400 2001-06-01 11.100486697676198 2001-07-01 11.256606304225302 2001-08-01 11.245408718214400 2001-09-01 11.281304921131700 2001-10-01 11.447332804163999 2001-11-01 11.458915194248500 2001-12-01 11.405061523102901 2002-01-01 11.537279390671900 2002-02-01 11.491987049058098 2002-03-01 11.469062090871600 2002-04-01 11.458182847375800 2002-05-01 11.438615294489400 2002-06-01 11.503735520673900 2002-07-01 11.659542679518301 2002-08-01 11.645181190417100 2002-09-01 11.697177398366900 2002-10-01 11.619229221714600 2002-11-01 11.568884749732499 2002-12-01 11.714469839821700 2003-01-01 11.232593503465500 2003-02-01 11.195116567934600 2003-03-01 11.268502497802599 2003-04-01 11.343156926949598 2003-05-01 11.522225638428900 2003-06-01 11.502780363586700 2003-07-01 11.468471732293901 2003-08-01 11.449112705866401 2003-09-01 11.395295151162200 2003-10-01 11.506898980884800 2003-11-01 11.483581975773802 2003-12-01 11.538480424480600 2004-01-01 11.529774606149001 2004-02-01 11.600580734853500 2004-03-01 11.771968018024099 2004-04-01 11.925970143372100 2004-05-01 11.904848623839600 2004-06-01 11.905140088075500 2004-07-01 11.686097650407099 2004-08-01 11.964566240378302 2004-09-01 12.005439823484700 2004-10-01 12.099794770336200 2004-11-01 12.178525620330200 2004-12-01 12.134308660543699 2005-01-01 12.022569392272100 2005-02-01 11.989760692446700 2005-03-01 11.960568230079900 2005-04-01 12.006681034502100 2005-05-01 12.101070191467400 2005-06-01 11.911049161094600 2005-07-01 12.416944457393901 2005-08-01 12.592753903481600 2005-09-01 12.807979591752400 2005-10-01 12.502017459976699 2005-11-01 12.575088460673301 2005-12-01 12.817139241448901 2006-01-01 13.004915617582600 2006-02-01 13.184205217334302 2006-03-01 13.365847982400998 2006-04-01 13.190878878672500 2006-05-01 13.213310533390501 2006-06-01 13.226426070165200 2006-07-01 13.144076251409700 2006-08-01 13.225113512436700 2006-09-01 13.305221802771600 2006-10-01 13.302196043779100 2006-11-01 13.253390385300600 2006-12-01 13.302430532550900 2007-01-01 13.482569728890500 2007-02-01 13.568356021067600 2007-03-01 13.654440633840402 2007-04-01 13.784844417684200 2007-05-01 13.741737466497600 2007-06-01 13.647979747755802 2007-07-01 13.659017317202101 2007-08-01 13.548149134358699 2007-09-01 13.490570089616700 2007-10-01 13.603322807621300 2007-11-01 13.632201549471901 2007-12-01 13.682663703035600 2008-01-01 13.566577694232800 2008-02-01 13.463244846166301 2008-03-01 13.650405660997400 2008-04-01 13.285918009226300 2008-05-01 13.265248099115801 2008-06-01 13.266933424676900 2008-07-01 13.149900836170499 2008-08-01 13.049896848756001 2008-09-01 13.176396052026500 2008-10-01 12.901804818757000 2008-11-01 12.831129062779000 2008-12-01 12.796946347965200 2009-01-01 12.772660200551000 2009-02-01 12.659447943490800 2009-03-01 12.533853408974900 2009-04-01 12.500061912379800 2009-05-01 12.380407808917600 2009-06-01 12.377734249345300 2009-07-01 12.335201157018599 2009-08-01 12.331090856305199 2009-09-01 12.458042410890900 2009-10-01 12.297077489722500 2009-11-01 12.325537799971000 2009-12-01 12.204732037820499 2010-01-01 12.191043449334199 2010-02-01 12.163461045975900 2010-03-01 12.232766682773700 2010-04-01 12.216225650645900 2010-05-01 12.192345139152300 2010-06-01 12.189860624177198 2010-07-01 12.324532352103901 2010-08-01 12.310690124413600 2010-09-01 12.243110464586898 2010-10-01 12.285559046210100 2010-11-01 12.312141403611902 2010-12-01 12.299178857859900 2011-01-01 12.117218596069300 2011-02-01 12.271360790299802 2011-03-01 12.233711010459302 2011-04-01 12.437381841301901 2011-05-01 12.396926665674501 2011-06-01 12.402859582497400 2011-07-01 12.314560377301400 2011-08-01 12.285588511081600 2011-09-01 12.328617889852200 2011-10-01 12.376242386523499 2011-11-01 12.306277879203100 2011-12-01 12.400318940939900 2012-01-01 12.441579343846400 2012-02-01 12.580397949703901 2012-03-01 12.542618106088600 2012-04-01 12.452866810835000 2012-05-01 12.489708672212400 2012-06-01 12.510587178994400 2012-07-01 12.506156899959700 2012-08-01 12.671916879814400 2012-09-01 12.716579112178199 2012-10-01 12.570855438657802 2012-11-01 12.595427492957200 2012-12-01 12.600169475463100 2013-01-01 12.562220454571600 2013-02-01 12.582629794771900 2013-03-01 12.648729751675699 2013-04-01 12.670630996377499 2013-05-01 12.674544589325200 2013-06-01 12.714973899565999 2013-07-01 12.799384626003699 2013-08-01 12.759641294565599 2013-09-01 12.804181029217801 2013-10-01 12.875864778155900 2013-11-01 12.886457176393100 2013-12-01 12.904630888057198 2014-01-01 12.771372372680400 2014-02-01 12.886170686514498 2014-03-01 12.856060220739200 2014-04-01 12.880694221581800 2014-05-01 12.859899125654700 2014-06-01 12.817583126107198 2014-07-01 12.788733240814302 2014-08-01 12.955504518833100 2014-09-01 12.796260188154399 2014-10-01 12.785551510126600 2014-11-01 12.783270014870999 2014-12-01 12.831777588346400 2015-01-01 12.872884746312598 2015-02-01 12.882473189537200 2015-03-01 12.756746584674001 2015-04-01 12.887441966903800 2015-05-01 12.944565112710901 2015-06-01 13.023592606763598 2015-07-01 13.077685067453900 2015-08-01 13.150380599294000 2015-09-01 13.189109827764199 2015-10-01 13.194452857290099 2015-11-01 13.267349561135001 2015-12-01 13.249179598874700 2016-01-01 13.173698418239300 2016-02-01 13.181450312138601 2016-03-01 13.261345846775400 2016-04-01 13.393328573557902 2016-05-01 13.539794456355200 2016-06-01 13.728856711972101 2016-07-01 13.571599476530599 2016-08-01 13.544862457326600 2016-09-01 13.584362931458301 2016-10-01 13.592198743993700 2016-11-01 13.557409158636501 2016-12-01 13.667125832842600 2017-01-01 13.782471807029500 2017-02-01 13.782008823973400 2017-03-01 13.868414767968600 2017-04-01 13.805126494116099 2017-05-01 13.539647329549501 2017-06-01 13.416334478469000 2017-07-01 13.365983072876801 2017-08-01 13.331935028202300 2017-09-01 13.277554258212700 2017-10-01 13.288371444900301 2017-11-01 13.270284656121000 2017-12-01 13.203183515606101 2018-01-01 13.285372204906400 2018-02-01 13.271053787833200 2018-03-01 13.258867585567300 2018-04-01 13.203470438086500 2018-05-01 13.245069148174501 2018-06-01 13.204340609441500 2018-07-01 13.263567769642000 2018-08-01 13.222793313023699 2018-09-01 13.282633586866500 2018-10-01 13.166641257638800 2018-11-01 13.274889081570300 2018-12-01 13.321562587036901 2019-01-01 13.296920819961200 2019-02-01 13.362470148167601 2019-03-01 13.457108839629500 2019-04-01 13.612593024895200 2019-05-01 13.449905494824400 2019-06-01 13.494018812949000 2019-07-01 13.467838596143501 2019-08-01 13.523439156771600 2019-09-01 13.486770024495499 2019-10-01 13.542287340117200 2019-11-01 13.680315827990501 2019-12-01 13.523837332111200 2020-01-01 13.510006824259100 2020-02-01 13.552045698751100 2020-03-01 13.546306664579802 2020-04-01 12.399011400097300 2020-05-01 12.549595092108300 2020-06-01 12.985348771419899 2020-07-01 13.173219104038598 2020-08-01 13.430906884747500 2020-09-01 13.603455736797400 2020-10-01 13.724459282379199 2020-11-01 13.788841762775302 2020-12-01 13.911803466202800 2021-01-01 14.122051701767099 2021-02-01 14.142935214248300 2021-03-01 14.340219355382500 2021-04-01 14.710669405316200 2021-05-01 14.757799141420900 2021-06-01 14.793816847863901 2021-07-01 14.892550119254599 2021-08-01 14.951643686090200 2021-09-01 15.019217679239100 2021-10-01 15.306133007068200 2021-11-01 15.371406436656400 2021-12-01 15.368175550971902 2022-01-01 15.425272816963000 2022-02-01 15.644521992223300 2022-03-01 15.634082289659900 2022-04-01 15.497306282518899 2022-05-01 15.455467368804000 2022-06-01 15.406842790659900 2022-07-01 15.304320674732500 2022-08-01 15.273445891834600 2022-09-01 15.343668538956500 2022-10-01 15.314603940000200 2022-11-01 15.280156956421198 2022-12-01 15.454447888627200 2023-01-01 15.412877063152900 2023-02-01 15.527641234948302 2023-03-01 15.514613546392200 2023-04-01 15.484389195715801 2023-05-01 15.451839777057100 2023-06-01 15.416077971625500 2023-07-01 15.514535502933800 2023-08-01 15.493170814238699 2023-09-01 15.454241176276600 2023-10-01 15.431572296895200 2023-11-01 15.482217181615699 2023-12-01 15.437901482377901 2024-01-01 15.503505024188700 2024-02-01 15.317250505842200