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 2026-07-01 |
| Last Updated | 2026-08-21 7:42 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 | 8.55791860395711 |
| 1990-02-01 | 8.51951293968104 |
| 1990-03-01 | 8.52171472839404 |
| 1990-04-01 | 8.48066544916180 |
| 1990-05-01 | 8.55746696974052 |
| 1990-06-01 | 8.52977907052205 |
| 1990-07-01 | 8.50373237257112 |
| 1990-08-01 | 8.54132431125660 |
| 1990-09-01 | 8.48593618575551 |
| 1990-10-01 | 8.41746276624956 |
| 1990-11-01 | 8.34705485033157 |
| 1990-12-01 | 8.34822480592492 |
| 1991-01-01 | 8.25456168156847 |
| 1991-02-01 | 8.31651810728579 |
| 1991-03-01 | 8.32162256090587 |
| 1991-04-01 | 8.37879560451136 |
| 1991-05-01 | 8.35464588685186 |
| 1991-06-01 | 8.32864273097173 |
| 1991-07-01 | 8.20347111056253 |
| 1991-08-01 | 8.23746837726269 |
| 1991-09-01 | 8.28615805449712 |
| 1991-10-01 | 8.32382910000900 |
| 1991-11-01 | 8.63626844598273 |
| 1991-12-01 | 8.54310629881689 |
| 1992-01-01 | 8.25871699053044 |
| 1992-02-01 | 8.41858517097510 |
| 1992-03-01 | 8.42828199589077 |
| 1992-04-01 | 8.37236524904364 |
| 1992-05-01 | 8.35325385115114 |
| 1992-06-01 | 8.32584448665781 |
| 1992-07-01 | 8.50163164398781 |
| 1992-08-01 | 8.44123272307158 |
| 1992-09-01 | 8.48682683936792 |
| 1992-10-01 | 8.52482147324161 |
| 1992-11-01 | 8.43377719996341 |
| 1992-12-01 | 8.44803699665111 |
| 1993-01-01 | 8.56698101506271 |
| 1993-02-01 | 8.51785100307537 |
| 1993-03-01 | 8.52970453192487 |
| 1993-04-01 | 8.57433635775189 |
| 1993-05-01 | 8.55544053785591 |
| 1993-06-01 | 8.62282884655086 |
| 1993-07-01 | 8.70499988424656 |
| 1993-08-01 | 8.74493813965289 |
| 1993-09-01 | 8.68402140859990 |
| 1993-10-01 | 8.72049703989767 |
| 1993-11-01 | 8.81614898751820 |
| 1993-12-01 | 8.83738020639397 |
| 1994-01-01 | 8.88111263112024 |
| 1994-02-01 | 8.92440716010737 |
| 1994-03-01 | 8.93829831500293 |
| 1994-04-01 | 8.97782783630855 |
| 1994-05-01 | 9.05945999387192 |
| 1994-06-01 | 9.01670558714700 |
| 1994-07-01 | 9.00758885336270 |
| 1994-08-01 | 9.04365267555902 |
| 1994-09-01 | 9.08591168762918 |
| 1994-10-01 | 9.02200076556504 |
| 1994-11-01 | 9.10117367377128 |
| 1994-12-01 | 9.22123927160592 |
| 1995-01-01 | 9.09444632203488 |
| 1995-02-01 | 8.92114801587436 |
| 1995-03-01 | 9.03796471057996 |
| 1995-04-01 | 9.28668848646665 |
| 1995-05-01 | 9.36202009442858 |
| 1995-06-01 | 9.30591231555362 |
| 1995-07-01 | 9.31824508967039 |
| 1995-08-01 | 9.24104050017208 |
| 1995-09-01 | 9.28588889309169 |
| 1995-10-01 | 9.33225195993587 |
| 1995-11-01 | 9.18745835970179 |
| 1995-12-01 | 9.20879127046018 |
| 1996-01-01 | 9.20956872002864 |
| 1996-02-01 | 9.22648688155026 |
| 1996-03-01 | 9.24002306338196 |
| 1996-04-01 | 9.08330976577502 |
| 1996-05-01 | 9.05724198293025 |
| 1996-06-01 | 9.09386354643269 |
| 1996-07-01 | 9.02581567650517 |
| 1996-08-01 | 9.13943970008897 |
| 1996-09-01 | 9.19619879285601 |
| 1996-10-01 | 9.35424684021936 |
| 1996-11-01 | 9.37675721174882 |
| 1996-12-01 | 9.28894998242235 |
| 1997-01-01 | 9.21050101855785 |
| 1997-02-01 | 9.22029161849530 |
| 1997-03-01 | 9.23080203953785 |
| 1997-04-01 | 9.28529394769313 |
| 1997-05-01 | 9.36507300663659 |
| 1997-06-01 | 9.38571999882121 |
| 1997-07-01 | 9.53991108967898 |
| 1997-08-01 | 9.54050507491004 |
| 1997-09-01 | 9.50832611619393 |
| 1997-10-01 | 9.47304422222220 |
| 1997-11-01 | 9.46883190972113 |
| 1997-12-01 | 9.56349111445831 |
| 1998-01-01 | 9.80669290988326 |
| 1998-02-01 | 9.72563276442735 |
| 1998-03-01 | 9.73389778154602 |
| 1998-04-01 | 9.78472962673118 |
| 1998-05-01 | 9.77117594796279 |
| 1998-06-01 | 9.88514072230905 |
| 1998-07-01 | 9.84425038710817 |
| 1998-08-01 | 9.83764863493396 |
| 1998-09-01 | 9.93077203563201 |
| 1998-10-01 | 9.88739601518576 |
| 1998-11-01 | 10.05791219134840 |
| 1998-12-01 | 10.13719263053570 |
| 1999-01-01 | 10.08365555965840 |
| 1999-02-01 | 10.12587157445610 |
| 1999-03-01 | 10.23788401410770 |
| 1999-04-01 | 10.28224117693430 |
| 1999-05-01 | 10.37938116095640 |
| 1999-06-01 | 10.38890557606620 |
| 1999-07-01 | 10.45103923143600 |
| 1999-08-01 | 10.53937179889630 |
| 1999-09-01 | 10.54768395130140 |
| 1999-10-01 | 10.59117862356530 |
| 1999-11-01 | 10.74792570526820 |
| 1999-12-01 | 10.81077942651990 |
| 2000-01-01 | 10.86352347718050 |
| 2000-02-01 | 10.94720681694560 |
| 2000-03-01 | 10.95312087859530 |
| 2000-04-01 | 10.97809628640040 |
| 2000-05-01 | 10.97090847413060 |
| 2000-06-01 | 10.89400206332870 |
| 2000-07-01 | 11.05127988939210 |
| 2000-08-01 | 11.14320351196400 |
| 2000-09-01 | 11.16980074911300 |
| 2000-10-01 | 11.17450064536510 |
| 2000-11-01 | 11.15491756769300 |
| 2000-12-01 | 11.20532138228900 |
| 2001-01-01 | 11.34385701065450 |
| 2001-02-01 | 11.26637798515260 |
| 2001-03-01 | 11.25971121170440 |
| 2001-04-01 | 11.26915990480490 |
| 2001-05-01 | 11.25829765322090 |
| 2001-06-01 | 11.09857981240000 |
| 2001-07-01 | 11.25629142964370 |
| 2001-08-01 | 11.24632170040580 |
| 2001-09-01 | 11.28264500130370 |
| 2001-10-01 | 11.44348607869580 |
| 2001-11-01 | 11.45885561238770 |
| 2001-12-01 | 11.40545976501020 |
| 2002-01-01 | 11.53732139474160 |
| 2002-02-01 | 11.49434771643180 |
| 2002-03-01 | 11.47215230747250 |
| 2002-04-01 | 11.46007718352060 |
| 2002-05-01 | 11.43584213335430 |
| 2002-06-01 | 11.50113203835890 |
| 2002-07-01 | 11.65783055453520 |
| 2002-08-01 | 11.64679729594190 |
| 2002-09-01 | 11.70002101896900 |
| 2002-10-01 | 11.61444130916090 |
| 2002-11-01 | 11.56719797157020 |
| 2002-12-01 | 11.71498605225210 |
| 2003-01-01 | 11.23299951063900 |
| 2003-02-01 | 11.19761031216010 |
| 2003-03-01 | 11.27248590299900 |
| 2003-04-01 | 11.34498179685250 |
| 2003-05-01 | 11.52033930160050 |
| 2003-06-01 | 11.50151034163510 |
| 2003-07-01 | 11.46541578664590 |
| 2003-08-01 | 11.44974474239780 |
| 2003-09-01 | 11.39768514248790 |
| 2003-10-01 | 11.50181935955600 |
| 2003-11-01 | 11.48061445245460 |
| 2003-12-01 | 11.53951181986610 |
| 2004-01-01 | 11.53197932056150 |
| 2004-02-01 | 11.60390705990730 |
| 2004-03-01 | 11.77695167420300 |
| 2004-04-01 | 11.92642535441430 |
| 2004-05-01 | 11.90182603445030 |
| 2004-06-01 | 11.90339378623880 |
| 2004-07-01 | 11.68287279366290 |
| 2004-08-01 | 11.96584562520270 |
| 2004-09-01 | 12.00920527109310 |
| 2004-10-01 | 12.09552693349510 |
| 2004-11-01 | 12.17397645318870 |
| 2004-12-01 | 12.13582149313400 |
| 2005-01-01 | 12.02547097374850 |
| 2005-02-01 | 11.99272962073640 |
| 2005-03-01 | 11.96413864705490 |
| 2005-04-01 | 12.00519775869290 |
| 2005-05-01 | 12.09856125274080 |
| 2005-06-01 | 11.91044603336140 |
| 2005-07-01 | 12.41450390426800 |
| 2005-08-01 | 12.59487401482650 |
| 2005-09-01 | 12.81128280611890 |
| 2005-10-01 | 12.49940648726350 |
| 2005-11-01 | 12.56999500773860 |
| 2005-12-01 | 12.81797178890990 |
| 2006-01-01 | 13.00714375278500 |
| 2006-02-01 | 13.18637779929090 |
| 2006-03-01 | 13.36829997399920 |
| 2006-04-01 | 13.18962566669490 |
| 2006-05-01 | 13.21213368716880 |
| 2006-06-01 | 13.22601703822100 |
| 2006-07-01 | 13.14295171646590 |
| 2006-08-01 | 13.22734521165380 |
| 2006-09-01 | 13.30819329809740 |
| 2006-10-01 | 13.30011998085360 |
| 2006-11-01 | 13.24842380350420 |
| 2006-12-01 | 13.30376726844670 |
| 2007-01-01 | 13.48324155818410 |
| 2007-02-01 | 13.56814235991680 |
| 2007-03-01 | 13.65453068852510 |
| 2007-04-01 | 13.78477023605820 |
| 2007-05-01 | 13.74364616859260 |
| 2007-06-01 | 13.64931702898920 |
| 2007-07-01 | 13.65864925982180 |
| 2007-08-01 | 13.54820577490700 |
| 2007-09-01 | 13.49053786590640 |
| 2007-10-01 | 13.60213963434920 |
| 2007-11-01 | 13.62945249830450 |
| 2007-12-01 | 13.68442440256350 |
| 2008-01-01 | 13.56740171817710 |
| 2008-02-01 | 13.46335143113640 |
| 2008-03-01 | 13.64899288671580 |
| 2008-04-01 | 13.28633984266800 |
| 2008-05-01 | 13.26569906507210 |
| 2008-06-01 | 13.26678612504820 |
| 2008-07-01 | 13.15047873257040 |
| 2008-08-01 | 13.05051432591210 |
| 2008-09-01 | 13.17628254763130 |
| 2008-10-01 | 12.90161830097830 |
| 2008-11-01 | 12.82977575156830 |
| 2008-12-01 | 12.79766896207370 |
| 2009-01-01 | 12.77294202555200 |
| 2009-02-01 | 12.66202758323310 |
| 2009-03-01 | 12.53035712536910 |
| 2009-04-01 | 12.50048019830430 |
| 2009-05-01 | 12.37996343021310 |
| 2009-06-01 | 12.37734431063610 |
| 2009-07-01 | 12.33555085231700 |
| 2009-08-01 | 12.33287818078340 |
| 2009-09-01 | 12.45778457766890 |
| 2009-10-01 | 12.29686824021990 |
| 2009-11-01 | 12.32446267306940 |
| 2009-12-01 | 12.20407520633460 |
| 2010-01-01 | 12.19058761962040 |
| 2010-02-01 | 12.16855961634490 |
| 2010-03-01 | 12.22919298142350 |
| 2010-04-01 | 12.21750679657190 |
| 2010-05-01 | 12.19161439334000 |
| 2010-06-01 | 12.18891546707990 |
| 2010-07-01 | 12.32410010640060 |
| 2010-08-01 | 12.31246036398490 |
| 2010-09-01 | 12.24335267158330 |
| 2010-10-01 | 12.28457516277190 |
| 2010-11-01 | 12.31102137962420 |
| 2010-12-01 | 12.29860293127010 |
| 2011-01-01 | 12.11670034824060 |
| 2011-02-01 | 12.27766500275280 |
| 2011-03-01 | 12.22980384714400 |
| 2011-04-01 | 12.43816885850680 |
| 2011-05-01 | 12.39668524186030 |
| 2011-06-01 | 12.40258243748100 |
| 2011-07-01 | 12.31343217554960 |
| 2011-08-01 | 12.28641556495820 |
| 2011-09-01 | 12.32870630653360 |
| 2011-10-01 | 12.37497783538180 |
| 2011-11-01 | 12.30603425480350 |
| 2011-12-01 | 12.40078287148130 |
| 2012-01-01 | 12.44167036721980 |
| 2012-02-01 | 12.58633371252590 |
| 2012-03-01 | 12.53855965752030 |
| 2012-04-01 | 12.45224076413540 |
| 2012-05-01 | 12.48852299094760 |
| 2012-06-01 | 12.51032205943260 |
| 2012-07-01 | 12.50583137991290 |
| 2012-08-01 | 12.67392320507510 |
| 2012-09-01 | 12.71773041313050 |
| 2012-10-01 | 12.56912932090500 |
| 2012-11-01 | 12.59416362640600 |
| 2012-12-01 | 12.59956359403100 |
| 2013-01-01 | 12.56265820184290 |
| 2013-02-01 | 12.58840908143550 |
| 2013-03-01 | 12.64617413441390 |
| 2013-04-01 | 12.66992968281620 |
| 2013-05-01 | 12.67307387566760 |
| 2013-06-01 | 12.71496764048980 |
| 2013-07-01 | 12.79791243953340 |
| 2013-08-01 | 12.76117664519150 |
| 2013-09-01 | 12.80558461532350 |
| 2013-10-01 | 12.87474886743080 |
| 2013-11-01 | 12.88728156903450 |
| 2013-12-01 | 12.90339723640530 |
| 2014-01-01 | 12.77107797212320 |
| 2014-02-01 | 12.88830378875910 |
| 2014-03-01 | 12.85607875295320 |
| 2014-04-01 | 12.87994753970590 |
| 2014-05-01 | 12.85841464221910 |
| 2014-06-01 | 12.81860788883850 |
| 2014-07-01 | 12.78753297260330 |
| 2014-08-01 | 12.95643130470260 |
| 2014-09-01 | 12.79698585954210 |
| 2014-10-01 | 12.78426828494360 |
| 2014-11-01 | 12.78580811708650 |
| 2014-12-01 | 12.83054527328780 |
| 2015-01-01 | 12.87322684665400 |
| 2015-02-01 | 12.88133688276430 |
| 2015-03-01 | 12.75869540827680 |
| 2015-04-01 | 12.88575218335880 |
| 2015-05-01 | 12.94272649423110 |
| 2015-06-01 | 13.02508992195660 |
| 2015-07-01 | 13.07583659029710 |
| 2015-08-01 | 13.15015401156650 |
| 2015-09-01 | 13.18963633547590 |
| 2015-10-01 | 13.19480602919250 |
| 2015-11-01 | 13.27378207363620 |
| 2015-12-01 | 13.24908363547040 |
| 2016-01-01 | 13.17392061651940 |
| 2016-02-01 | 13.17700285525190 |
| 2016-03-01 | 13.26353174877840 |
| 2016-04-01 | 13.38776857904370 |
| 2016-05-01 | 13.53714028955140 |
| 2016-06-01 | 13.73071999687920 |
| 2016-07-01 | 13.57102018804680 |
| 2016-08-01 | 13.54511240784510 |
| 2016-09-01 | 13.58484727214990 |
| 2016-10-01 | 13.59348396992250 |
| 2016-11-01 | 13.56613537902140 |
| 2016-12-01 | 13.66737255730420 |
| 2017-01-01 | 13.78299744497880 |
| 2017-02-01 | 13.77893985008070 |
| 2017-03-01 | 13.87257549032080 |
| 2017-04-01 | 13.79134741794780 |
| 2017-05-01 | 13.53546519591320 |
| 2017-06-01 | 13.41934106368370 |
| 2017-07-01 | 13.36494965358920 |
| 2017-08-01 | 13.33138677690210 |
| 2017-09-01 | 13.27812202388560 |
| 2017-10-01 | 13.29136080135820 |
| 2017-11-01 | 13.28273518581240 |
| 2017-12-01 | 13.20610488342740 |
| 2018-01-01 | 13.28779400138700 |
| 2018-02-01 | 13.26572459213820 |
| 2018-03-01 | 13.26492719279620 |
| 2018-04-01 | 13.17883935044050 |
| 2018-05-01 | 13.23895224243730 |
| 2018-06-01 | 13.20802492141130 |
| 2018-07-01 | 13.26497980238110 |
| 2018-08-01 | 13.22438139052300 |
| 2018-09-01 | 13.28456576891200 |
| 2018-10-01 | 13.17063531986660 |
| 2018-11-01 | 13.28857743037940 |
| 2018-12-01 | 13.32681574821410 |
| 2019-01-01 | 13.30221641181710 |
| 2019-02-01 | 13.35452912835900 |
| 2019-03-01 | 13.46435082508780 |
| 2019-04-01 | 13.57670641540660 |
| 2019-05-01 | 13.44076135918770 |
| 2019-06-01 | 13.49746820046490 |
| 2019-07-01 | 13.47038261204510 |
| 2019-08-01 | 13.52713597082210 |
| 2019-09-01 | 13.49183534353270 |
| 2019-10-01 | 13.54992716811100 |
| 2019-11-01 | 13.69663151832550 |
| 2019-12-01 | 13.53333848810190 |
| 2020-01-01 | 13.51817990073540 |
| 2020-02-01 | 13.53905830869930 |
| 2020-03-01 | 13.55269522690270 |
| 2020-04-01 | 12.35796019339760 |
| 2020-05-01 | 12.53623592127900 |
| 2020-06-01 | 12.98693729650520 |
| 2020-07-01 | 13.17551284433370 |
| 2020-08-01 | 13.43907813204620 |
| 2020-09-01 | 13.61199371426910 |
| 2020-10-01 | 13.73406589806860 |
| 2020-11-01 | 13.81179855985130 |
| 2020-12-01 | 13.92631325971030 |
| 2021-01-01 | 14.13505316744040 |
| 2021-02-01 | 14.11871839348310 |
| 2021-03-01 | 14.34520431865370 |
| 2021-04-01 | 14.66060773030990 |
| 2021-05-01 | 14.74052539893210 |
| 2021-06-01 | 14.79290848801370 |
| 2021-07-01 | 14.88899280118740 |
| 2021-08-01 | 14.95501579957720 |
| 2021-09-01 | 15.02593062636140 |
| 2021-10-01 | 15.31757787798710 |
| 2021-11-01 | 15.41598417657150 |
| 2021-12-01 | 15.39718773656630 |
| 2022-01-01 | 15.44754124309510 |
| 2022-02-01 | 15.60536776584610 |
| 2022-03-01 | 15.63222514466230 |
| 2022-04-01 | 15.44918713832220 |
| 2022-05-01 | 15.44084777611840 |
| 2022-06-01 | 15.39466865981830 |
| 2022-07-01 | 15.28947984671080 |
| 2022-08-01 | 15.26726311466650 |
| 2022-09-01 | 15.34384059693930 |
| 2022-10-01 | 15.32325624867410 |
| 2022-11-01 | 15.34249585185080 |
| 2022-12-01 | 15.50485755468730 |
| 2023-01-01 | 15.44797998054900 |
| 2023-02-01 | 15.48235575320860 |
| 2023-03-01 | 15.50688847522180 |
| 2023-04-01 | 15.54766988587310 |
| 2023-05-01 | 15.54290445562660 |
| 2023-06-01 | 15.38045779327050 |
| 2023-07-01 | 15.48751203781800 |
| 2023-08-01 | 15.36955638121830 |
| 2023-09-01 | 15.34222938219930 |
| 2023-10-01 | 15.34072379161770 |
| 2023-11-01 | 15.36195578928570 |
| 2023-12-01 | 15.41211919740750 |
| 2024-01-01 | 15.45192513322830 |
| 2024-02-01 | 15.48825568274950 |
| 2024-03-01 | 15.59517823136920 |
| 2024-04-01 | 15.34041920371130 |
| 2024-05-01 | 15.24210664150850 |
| 2024-06-01 | 15.25936867288160 |
| 2024-07-01 | 15.27566522904570 |
| 2024-08-01 | 15.36541894243820 |
| 2024-09-01 | 15.34158036094310 |
| 2024-10-01 | 15.25360437369990 |
| 2024-11-01 | 15.16934286747340 |
| 2024-12-01 | 15.22532721397650 |
| 2025-01-01 | 15.25600151022230 |
| 2025-02-01 | 15.19968039352330 |
| 2025-03-01 | 15.29868823158290 |
| 2025-04-01 | 15.24141343685710 |
| 2025-05-01 | 15.24631110593850 |
| 2025-06-01 | 15.63184270775170 |
| 2025-07-01 | 15.36879381377900 |
| 2025-08-01 | 15.35112014867400 |
| 2025-09-01 | 15.32998358884060 |
| 2025-10-01 | 15.36012512734230 |
| 2025-11-01 | 15.37046268869100 |
| 2025-12-01 | 15.23478066991500 |
| 2026-01-01 | 15.26008036794000 |
| 2026-02-01 | 15.12349235355070 |
| 2026-03-01 | 15.30950879030480 |
| 2026-04-01 | 15.64184278149400 |
| 2026-05-01 | 15.64677486949520 |
| 2026-06-01 | 15.70803330842140 |
| 2026-07-01 | 15.56019092791790 |