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 2026-06-01 |
| Last Updated | 2026-07-22 9:45 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 | 8.55791842677590 |
| 1990-02-01 | 8.51951279734147 |
| 1990-03-01 | 8.52171462170158 |
| 1990-04-01 | 8.48066536609822 |
| 1990-05-01 | 8.55746690632831 |
| 1990-06-01 | 8.52977902969638 |
| 1990-07-01 | 8.50373249297041 |
| 1990-08-01 | 8.54132455739290 |
| 1990-09-01 | 8.48593667550643 |
| 1990-10-01 | 8.41746334752939 |
| 1990-11-01 | 8.34705483532041 |
| 1990-12-01 | 8.34822446338267 |
| 1991-01-01 | 8.25456119597120 |
| 1991-02-01 | 8.31651750380200 |
| 1991-03-01 | 8.32162204345338 |
| 1991-04-01 | 8.37879536472336 |
| 1991-05-01 | 8.35464604507713 |
| 1991-06-01 | 8.32864319629247 |
| 1991-07-01 | 8.20347176924540 |
| 1991-08-01 | 8.23746898496546 |
| 1991-09-01 | 8.28615875445294 |
| 1991-10-01 | 8.32382978338957 |
| 1991-11-01 | 8.63626841159646 |
| 1991-12-01 | 8.54310538517886 |
| 1992-01-01 | 8.25871602621778 |
| 1992-02-01 | 8.41858300047553 |
| 1992-03-01 | 8.42827996850552 |
| 1992-04-01 | 8.37236472075696 |
| 1992-05-01 | 8.35325747907534 |
| 1992-06-01 | 8.32584566424329 |
| 1992-07-01 | 8.50163299030506 |
| 1992-08-01 | 8.44123329499389 |
| 1992-09-01 | 8.48682698580116 |
| 1992-10-01 | 8.52482306047067 |
| 1992-11-01 | 8.43377635216797 |
| 1992-12-01 | 8.44803584096594 |
| 1993-01-01 | 8.56698150720237 |
| 1993-02-01 | 8.51785065296325 |
| 1993-03-01 | 8.52968702230849 |
| 1993-04-01 | 8.57433891227372 |
| 1993-05-01 | 8.55545055533611 |
| 1993-06-01 | 8.62283251719859 |
| 1993-07-01 | 8.70500370015135 |
| 1993-08-01 | 8.74494263291419 |
| 1993-09-01 | 8.68402748084273 |
| 1993-10-01 | 8.72048810435990 |
| 1993-11-01 | 8.81613403523997 |
| 1993-12-01 | 8.83738641622644 |
| 1994-01-01 | 8.88111984858354 |
| 1994-02-01 | 8.92441141331587 |
| 1994-03-01 | 8.93826478384212 |
| 1994-04-01 | 8.97783407595862 |
| 1994-05-01 | 9.05947709046048 |
| 1994-06-01 | 9.01671197265599 |
| 1994-07-01 | 9.00758202990568 |
| 1994-08-01 | 9.04366458320653 |
| 1994-09-01 | 9.08592814426117 |
| 1994-10-01 | 9.02198485889159 |
| 1994-11-01 | 9.10115539627484 |
| 1994-12-01 | 9.22125576568587 |
| 1995-01-01 | 9.09443574557116 |
| 1995-02-01 | 8.92115519632678 |
| 1995-03-01 | 9.03791543415206 |
| 1995-04-01 | 9.28670072955875 |
| 1995-05-01 | 9.36204711787395 |
| 1995-06-01 | 9.30592983735140 |
| 1995-07-01 | 9.31823320612591 |
| 1995-08-01 | 9.24106261486811 |
| 1995-09-01 | 9.28591027457347 |
| 1995-10-01 | 9.33224589861896 |
| 1995-11-01 | 9.18741071912718 |
| 1995-12-01 | 9.20885902508798 |
| 1996-01-01 | 9.20949791815864 |
| 1996-02-01 | 9.22646097332532 |
| 1996-03-01 | 9.23995607486364 |
| 1996-04-01 | 9.08332888627605 |
| 1996-05-01 | 9.05729472100776 |
| 1996-06-01 | 9.09391614558897 |
| 1996-07-01 | 9.02581982064451 |
| 1996-08-01 | 9.13947752239880 |
| 1996-09-01 | 9.19621652415023 |
| 1996-10-01 | 9.35425793081226 |
| 1996-11-01 | 9.37669575539409 |
| 1996-12-01 | 9.28906005921819 |
| 1997-01-01 | 9.21035011778383 |
| 1997-02-01 | 9.22020546107495 |
| 1997-03-01 | 9.23066756342583 |
| 1997-04-01 | 9.28523798757602 |
| 1997-05-01 | 9.36504533220550 |
| 1997-06-01 | 9.38626233100353 |
| 1997-07-01 | 9.53984390605760 |
| 1997-08-01 | 9.54048521670167 |
| 1997-09-01 | 9.50830027124215 |
| 1997-10-01 | 9.47306421322113 |
| 1997-11-01 | 9.46877663714349 |
| 1997-12-01 | 9.56369692195429 |
| 1998-01-01 | 9.80642600142220 |
| 1998-02-01 | 9.72549273584848 |
| 1998-03-01 | 9.73365073658983 |
| 1998-04-01 | 9.78445629116693 |
| 1998-05-01 | 9.77086665839732 |
| 1998-06-01 | 9.88676327448813 |
| 1998-07-01 | 9.84392790979459 |
| 1998-08-01 | 9.83744485030528 |
| 1998-09-01 | 9.93063903301452 |
| 1998-10-01 | 9.88742987336268 |
| 1998-11-01 | 10.05793843484460 |
| 1998-12-01 | 10.13754094836980 |
| 1999-01-01 | 10.08341509199670 |
| 1999-02-01 | 10.12584180594760 |
| 1999-03-01 | 10.23771820693680 |
| 1999-04-01 | 10.28197868039370 |
| 1999-05-01 | 10.37731481564980 |
| 1999-06-01 | 10.39200803490860 |
| 1999-07-01 | 10.45032434145520 |
| 1999-08-01 | 10.53917124874670 |
| 1999-09-01 | 10.54760123222250 |
| 1999-10-01 | 10.59139724096550 |
| 1999-11-01 | 10.74798130176320 |
| 1999-12-01 | 10.81142615081690 |
| 2000-01-01 | 10.86348853291190 |
| 2000-02-01 | 10.94741135108050 |
| 2000-03-01 | 10.95314145325860 |
| 2000-04-01 | 10.97795559273590 |
| 2000-05-01 | 10.96591941452570 |
| 2000-06-01 | 10.89824730300490 |
| 2000-07-01 | 11.05034333107270 |
| 2000-08-01 | 11.14321550777530 |
| 2000-09-01 | 11.16993165546520 |
| 2000-10-01 | 11.17506922718780 |
| 2000-11-01 | 11.15519584212460 |
| 2000-12-01 | 11.20633781618350 |
| 2001-01-01 | 11.34445124150370 |
| 2001-02-01 | 11.26731615008730 |
| 2001-03-01 | 11.26059013100770 |
| 2001-04-01 | 11.26615882359850 |
| 2001-05-01 | 11.25113591500540 |
| 2001-06-01 | 11.10380033493800 |
| 2001-07-01 | 11.25495587950260 |
| 2001-08-01 | 11.24703769377360 |
| 2001-09-01 | 11.28342218454870 |
| 2001-10-01 | 11.44465394905860 |
| 2001-11-01 | 11.45947495213570 |
| 2001-12-01 | 11.40686804904730 |
| 2002-01-01 | 11.53845713521350 |
| 2002-02-01 | 11.49579943904770 |
| 2002-03-01 | 11.47349565142960 |
| 2002-04-01 | 11.45351355820330 |
| 2002-05-01 | 11.42768933147060 |
| 2002-06-01 | 11.50731454074080 |
| 2002-07-01 | 11.65578842013830 |
| 2002-08-01 | 11.64765866954240 |
| 2002-09-01 | 11.70232366394380 |
| 2002-10-01 | 11.61677741875970 |
| 2002-11-01 | 11.56823020475270 |
| 2002-12-01 | 11.71640064128970 |
| 2003-01-01 | 11.23436203089660 |
| 2003-02-01 | 11.19925164668730 |
| 2003-03-01 | 11.27379718476540 |
| 2003-04-01 | 11.33499749476190 |
| 2003-05-01 | 11.51249704897020 |
| 2003-06-01 | 11.50775556014390 |
| 2003-07-01 | 11.46296280887030 |
| 2003-08-01 | 11.45093277265250 |
| 2003-09-01 | 11.40158168536420 |
| 2003-10-01 | 11.50532790960790 |
| 2003-11-01 | 11.48190155701980 |
| 2003-12-01 | 11.54067969609950 |
| 2004-01-01 | 11.53315366509720 |
| 2004-02-01 | 11.60517745389630 |
| 2004-03-01 | 11.77745927901740 |
| 2004-04-01 | 11.91427208352270 |
| 2004-05-01 | 11.89508515785120 |
| 2004-06-01 | 11.90894569960600 |
| 2004-07-01 | 11.68023198902080 |
| 2004-08-01 | 11.96649835360980 |
| 2004-09-01 | 12.01689201100120 |
| 2004-10-01 | 12.09964868742790 |
| 2004-11-01 | 12.17520978565190 |
| 2004-12-01 | 12.13636519953630 |
| 2005-01-01 | 12.02620748802630 |
| 2005-02-01 | 11.99353646621380 |
| 2005-03-01 | 11.96348769023610 |
| 2005-04-01 | 11.99157698690530 |
| 2005-05-01 | 12.09459717609390 |
| 2005-06-01 | 11.91473275939960 |
| 2005-07-01 | 12.41172127235080 |
| 2005-08-01 | 12.59512266235210 |
| 2005-09-01 | 12.82335686063040 |
| 2005-10-01 | 12.50308550207140 |
| 2005-11-01 | 12.57084720155330 |
| 2005-12-01 | 12.81784294692430 |
| 2006-01-01 | 13.00705041193060 |
| 2006-02-01 | 13.18620217220290 |
| 2006-03-01 | 13.36585934019730 |
| 2006-04-01 | 13.17660981696820 |
| 2006-05-01 | 13.20993677455390 |
| 2006-06-01 | 13.22937289639170 |
| 2006-07-01 | 13.14003192289480 |
| 2006-08-01 | 13.22626415918460 |
| 2006-09-01 | 13.32517775218480 |
| 2006-10-01 | 13.30284590511170 |
| 2006-11-01 | 13.24854609769490 |
| 2006-12-01 | 13.30280735988830 |
| 2007-01-01 | 13.48229618325070 |
| 2007-02-01 | 13.56701983654270 |
| 2007-03-01 | 13.65066595392290 |
| 2007-04-01 | 13.77506399664290 |
| 2007-05-01 | 13.74218364877710 |
| 2007-06-01 | 13.65091029842650 |
| 2007-07-01 | 13.65638212804920 |
| 2007-08-01 | 13.54701141443540 |
| 2007-09-01 | 13.50874063740320 |
| 2007-10-01 | 13.60360296391250 |
| 2007-11-01 | 13.62916678005770 |
| 2007-12-01 | 13.68341121465460 |
| 2008-01-01 | 13.56628082877180 |
| 2008-02-01 | 13.46222917629740 |
| 2008-03-01 | 13.64447627373120 |
| 2008-04-01 | 13.27869721221050 |
| 2008-05-01 | 13.26462083979280 |
| 2008-06-01 | 13.26717837519610 |
| 2008-07-01 | 13.14942720481090 |
| 2008-08-01 | 13.04943575349620 |
| 2008-09-01 | 13.19367817227370 |
| 2008-10-01 | 12.90180617487280 |
| 2008-11-01 | 12.82923557669060 |
| 2008-12-01 | 12.79688398433180 |
| 2009-01-01 | 12.77207799020460 |
| 2009-02-01 | 12.66199730119610 |
| 2009-03-01 | 12.52620932268090 |
| 2009-04-01 | 12.49246527589110 |
| 2009-05-01 | 12.37993693519320 |
| 2009-06-01 | 12.37729448291660 |
| 2009-07-01 | 12.33542552752470 |
| 2009-08-01 | 12.33313681089400 |
| 2009-09-01 | 12.47083258891310 |
| 2009-10-01 | 12.29653940930390 |
| 2009-11-01 | 12.32416265073250 |
| 2009-12-01 | 12.20381633370900 |
| 2010-01-01 | 12.19011057096900 |
| 2010-02-01 | 12.16958993489250 |
| 2010-03-01 | 12.22546085873810 |
| 2010-04-01 | 12.20854627669700 |
| 2010-05-01 | 12.19215714368900 |
| 2010-06-01 | 12.18936859684370 |
| 2010-07-01 | 12.32438688421530 |
| 2010-08-01 | 12.31353625591570 |
| 2010-09-01 | 12.25257625575660 |
| 2010-10-01 | 12.28443448596960 |
| 2010-11-01 | 12.31081908280450 |
| 2010-12-01 | 12.29839923995140 |
| 2011-01-01 | 12.11671909909210 |
| 2011-02-01 | 12.27915221432110 |
| 2011-03-01 | 12.22637283933690 |
| 2011-04-01 | 12.43000819591270 |
| 2011-05-01 | 12.39720542445220 |
| 2011-06-01 | 12.40317588719440 |
| 2011-07-01 | 12.31402684972490 |
| 2011-08-01 | 12.28846694810790 |
| 2011-09-01 | 12.33341442363580 |
| 2011-10-01 | 12.37523851060560 |
| 2011-11-01 | 12.30612400843020 |
| 2011-12-01 | 12.40077817169180 |
| 2012-01-01 | 12.44240505332790 |
| 2012-02-01 | 12.58814261164010 |
| 2012-03-01 | 12.53576936938940 |
| 2012-04-01 | 12.44433017225120 |
| 2012-05-01 | 12.48929690291670 |
| 2012-06-01 | 12.51111178627420 |
| 2012-07-01 | 12.50655248835730 |
| 2012-08-01 | 12.67616790539010 |
| 2012-09-01 | 12.72012315102670 |
| 2012-10-01 | 12.56935056817280 |
| 2012-11-01 | 12.59412741369550 |
| 2012-12-01 | 12.59940737592810 |
| 2013-01-01 | 12.56383589723980 |
| 2013-02-01 | 12.58988728314950 |
| 2013-03-01 | 12.64405676900080 |
| 2013-04-01 | 12.66436180204870 |
| 2013-05-01 | 12.67345839708450 |
| 2013-06-01 | 12.71541353677030 |
| 2013-07-01 | 12.79835990469670 |
| 2013-08-01 | 12.76327539236480 |
| 2013-09-01 | 12.80663731417990 |
| 2013-10-01 | 12.87484328195970 |
| 2013-11-01 | 12.88712285573640 |
| 2013-12-01 | 12.90317797457590 |
| 2014-01-01 | 12.77230707603020 |
| 2014-02-01 | 12.88905568833430 |
| 2014-03-01 | 12.85476591299230 |
| 2014-04-01 | 12.87691566314790 |
| 2014-05-01 | 12.85845246329900 |
| 2014-06-01 | 12.81872851060370 |
| 2014-07-01 | 12.78771134602580 |
| 2014-08-01 | 12.95783790298760 |
| 2014-09-01 | 12.79763142215830 |
| 2014-10-01 | 12.78423383862440 |
| 2014-11-01 | 12.78551392206060 |
| 2014-12-01 | 12.83021034324600 |
| 2015-01-01 | 12.87439670729650 |
| 2015-02-01 | 12.88118096772400 |
| 2015-03-01 | 12.75810214504380 |
| 2015-04-01 | 12.88526348508480 |
| 2015-05-01 | 12.94235822586160 |
| 2015-06-01 | 13.02486616776570 |
| 2015-07-01 | 13.07577642014520 |
| 2015-08-01 | 13.15089335381520 |
| 2015-09-01 | 13.18993025561470 |
| 2015-10-01 | 13.19478590985300 |
| 2015-11-01 | 13.27355817669840 |
| 2015-12-01 | 13.24891417576380 |
| 2016-01-01 | 13.17483120679890 |
| 2016-02-01 | 13.17661972351790 |
| 2016-03-01 | 13.26329684647250 |
| 2016-04-01 | 13.38766369683090 |
| 2016-05-01 | 13.53701835119820 |
| 2016-06-01 | 13.73063916685540 |
| 2016-07-01 | 13.57102002673270 |
| 2016-08-01 | 13.54528711845420 |
| 2016-09-01 | 13.58489551032210 |
| 2016-10-01 | 13.59351665078950 |
| 2016-11-01 | 13.56598750931710 |
| 2016-12-01 | 13.66729660443520 |
| 2017-01-01 | 13.78349513040880 |
| 2017-02-01 | 13.77867421226300 |
| 2017-03-01 | 13.87251854398950 |
| 2017-04-01 | 13.79144371692110 |
| 2017-05-01 | 13.53544361205280 |
| 2017-06-01 | 13.41927168915610 |
| 2017-07-01 | 13.36491389889150 |
| 2017-08-01 | 13.33143459265060 |
| 2017-09-01 | 13.27812118657090 |
| 2017-10-01 | 13.29140525066520 |
| 2017-11-01 | 13.28264420499500 |
| 2017-12-01 | 13.20611206341130 |
| 2018-01-01 | 13.28780176942120 |
| 2018-02-01 | 13.26555011274810 |
| 2018-03-01 | 13.26499525020520 |
| 2018-04-01 | 13.17908046545730 |
| 2018-05-01 | 13.23900156152810 |
| 2018-06-01 | 13.20798747965400 |
| 2018-07-01 | 13.26496094727510 |
| 2018-08-01 | 13.22435891195220 |
| 2018-09-01 | 13.28454353020270 |
| 2018-10-01 | 13.17064079523810 |
| 2018-11-01 | 13.28847372562790 |
| 2018-12-01 | 13.32675404889160 |
| 2019-01-01 | 13.30214762168050 |
| 2019-02-01 | 13.35428911347570 |
| 2019-03-01 | 13.46454942960970 |
| 2019-04-01 | 13.57701817263690 |
| 2019-05-01 | 13.44089495964490 |
| 2019-06-01 | 13.49749564954970 |
| 2019-07-01 | 13.47041911315220 |
| 2019-08-01 | 13.52711800173150 |
| 2019-09-01 | 13.49176905919480 |
| 2019-10-01 | 13.54984880995130 |
| 2019-11-01 | 13.69646935632890 |
| 2019-12-01 | 13.53316825734730 |
| 2020-01-01 | 13.51799981977130 |
| 2020-02-01 | 13.53873928308170 |
| 2020-03-01 | 13.55293899531190 |
| 2020-04-01 | 12.35820218578650 |
| 2020-05-01 | 12.53632056174360 |
| 2020-06-01 | 12.98798176452880 |
| 2020-07-01 | 13.17549751480050 |
| 2020-08-01 | 13.43893681960270 |
| 2020-09-01 | 13.61169656136990 |
| 2020-10-01 | 13.73365552059840 |
| 2020-11-01 | 13.81130364102110 |
| 2020-12-01 | 13.92575766099030 |
| 2021-01-01 | 14.13455324854980 |
| 2021-02-01 | 14.11906796964280 |
| 2021-03-01 | 14.34579659557790 |
| 2021-04-01 | 14.66092735374130 |
| 2021-05-01 | 14.74077527617700 |
| 2021-06-01 | 14.79540836684570 |
| 2021-07-01 | 14.88889872139270 |
| 2021-08-01 | 14.95459816813910 |
| 2021-09-01 | 15.02523580784260 |
| 2021-10-01 | 15.31674450630120 |
| 2021-11-01 | 15.41276440734760 |
| 2021-12-01 | 15.39652195404490 |
| 2022-01-01 | 15.44719406818190 |
| 2022-02-01 | 15.60719519163950 |
| 2022-03-01 | 15.63375895286890 |
| 2022-04-01 | 15.45003179250780 |
| 2022-05-01 | 15.44136115962750 |
| 2022-06-01 | 15.40031127182250 |
| 2022-07-01 | 15.28861084886910 |
| 2022-08-01 | 15.26564250672640 |
| 2022-09-01 | 15.34174741295300 |
| 2022-10-01 | 15.32112079903210 |
| 2022-11-01 | 15.33588053978600 |
| 2022-12-01 | 15.50367096954660 |
| 2023-01-01 | 15.44786464345390 |
| 2023-02-01 | 15.48676129696450 |
| 2023-03-01 | 15.51035461260570 |
| 2023-04-01 | 15.55101044141670 |
| 2023-05-01 | 15.54489865027140 |
| 2023-06-01 | 15.39161011788410 |
| 2023-07-01 | 15.48199522614740 |
| 2023-08-01 | 15.36456209557150 |
| 2023-09-01 | 15.33773992727570 |
| 2023-10-01 | 15.33720548851250 |
| 2023-11-01 | 15.35197366878390 |
| 2023-12-01 | 15.41052604307210 |
| 2024-01-01 | 15.45252139123090 |
| 2024-02-01 | 15.49504378322830 |
| 2024-03-01 | 15.60108526394990 |
| 2024-04-01 | 15.34697006493150 |
| 2024-05-01 | 15.24604701243480 |
| 2024-06-01 | 15.27661376062720 |
| 2024-07-01 | 15.26573404370710 |
| 2024-08-01 | 15.35606852336210 |
| 2024-09-01 | 15.33399749190860 |
| 2024-10-01 | 15.24825419454550 |
| 2024-11-01 | 15.15746782677850 |
| 2024-12-01 | 15.22278584593770 |
| 2025-01-01 | 15.25690182367840 |
| 2025-02-01 | 15.20883055044460 |
| 2025-03-01 | 15.30697958738500 |
| 2025-04-01 | 15.25160391189400 |
| 2025-05-01 | 15.25275657934270 |
| 2025-06-01 | 15.65452385823560 |
| 2025-07-01 | 15.35395637547830 |
| 2025-08-01 | 15.33754176219240 |
| 2025-09-01 | 15.31984187331080 |
| 2025-10-01 | 15.35365603479050 |
| 2025-11-01 | 15.35656203138290 |
| 2025-12-01 | 15.23189724734650 |
| 2026-01-01 | 15.26151928139550 |
| 2026-02-01 | 15.13362602975840 |
| 2026-03-01 | 15.31933269669270 |
| 2026-04-01 | 15.65446726955740 |
| 2026-05-01 | 15.65480419047590 |
| 2026-06-01 | 15.73328986604410 |