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 2026-04-01 |
| Last Updated | 2026-05-26 2:55 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 | 8.55791842652397 |
| 1990-02-01 | 8.51951279717646 |
| 1990-03-01 | 8.52171462160569 |
| 1990-04-01 | 8.48066536610913 |
| 1990-05-01 | 8.55746690642911 |
| 1990-06-01 | 8.52977903113426 |
| 1990-07-01 | 8.50373249372621 |
| 1990-08-01 | 8.54132455731681 |
| 1990-09-01 | 8.48593667528868 |
| 1990-10-01 | 8.41746334718935 |
| 1990-11-01 | 8.34705483465848 |
| 1990-12-01 | 8.34822446283616 |
| 1991-01-01 | 8.25456119558670 |
| 1991-02-01 | 8.31651750356200 |
| 1991-03-01 | 8.32162204339455 |
| 1991-04-01 | 8.37879536496943 |
| 1991-05-01 | 8.35464604558768 |
| 1991-06-01 | 8.32864319798548 |
| 1991-07-01 | 8.20347177016447 |
| 1991-08-01 | 8.23746898486407 |
| 1991-09-01 | 8.28615875390157 |
| 1991-10-01 | 8.32382978251828 |
| 1991-11-01 | 8.63626841033977 |
| 1991-12-01 | 8.54310538418789 |
| 1992-01-01 | 8.25871602559964 |
| 1992-02-01 | 8.41858300018786 |
| 1992-03-01 | 8.42827996870421 |
| 1992-04-01 | 8.37236472171232 |
| 1992-05-01 | 8.35325748117192 |
| 1992-06-01 | 8.32584566690131 |
| 1992-07-01 | 8.50163299200529 |
| 1992-08-01 | 8.44123329518649 |
| 1992-09-01 | 8.48682698501665 |
| 1992-10-01 | 8.52482305419250 |
| 1992-11-01 | 8.43377635041575 |
| 1992-12-01 | 8.44803583965593 |
| 1993-01-01 | 8.56698150647154 |
| 1993-02-01 | 8.51785065281155 |
| 1993-03-01 | 8.52968702307889 |
| 1993-04-01 | 8.57433891460222 |
| 1993-05-01 | 8.55545056044183 |
| 1993-06-01 | 8.62283252299839 |
| 1993-07-01 | 8.70500370497023 |
| 1993-08-01 | 8.74494263600982 |
| 1993-09-01 | 8.68402748224393 |
| 1993-10-01 | 8.72048807900736 |
| 1993-11-01 | 8.81613402887653 |
| 1993-12-01 | 8.83738641592478 |
| 1994-01-01 | 8.88111984899462 |
| 1994-02-01 | 8.92441141466596 |
| 1994-03-01 | 8.93826478699113 |
| 1994-04-01 | 8.97783408184302 |
| 1994-05-01 | 9.05947710134205 |
| 1994-06-01 | 9.01671198473059 |
| 1994-07-01 | 9.00758204007655 |
| 1994-08-01 | 9.04366459058027 |
| 1994-09-01 | 9.08592814749240 |
| 1994-10-01 | 9.02198481028419 |
| 1994-11-01 | 9.10115537048252 |
| 1994-12-01 | 9.22125576067769 |
| 1995-01-01 | 9.09443576312495 |
| 1995-02-01 | 8.92115519585051 |
| 1995-03-01 | 9.03791543824034 |
| 1995-04-01 | 9.28670074047600 |
| 1995-05-01 | 9.36204713674535 |
| 1995-06-01 | 9.30592985950181 |
| 1995-07-01 | 9.31823322825497 |
| 1995-08-01 | 9.24106263556413 |
| 1995-09-01 | 9.28591029334825 |
| 1995-10-01 | 9.33224578416144 |
| 1995-11-01 | 9.18741069627728 |
| 1995-12-01 | 9.20885896692116 |
| 1996-01-01 | 9.20949797166207 |
| 1996-02-01 | 9.22646098412667 |
| 1996-03-01 | 9.23995608921214 |
| 1996-04-01 | 9.08332890685510 |
| 1996-05-01 | 9.05729474941969 |
| 1996-06-01 | 9.09391617681017 |
| 1996-07-01 | 9.02581984887864 |
| 1996-08-01 | 9.13947754726781 |
| 1996-09-01 | 9.19621654644006 |
| 1996-10-01 | 9.35425775660268 |
| 1996-11-01 | 9.37669573434637 |
| 1996-12-01 | 9.28905994508558 |
| 1997-01-01 | 9.21035020978540 |
| 1997-02-01 | 9.22020549055719 |
| 1997-03-01 | 9.23066759650332 |
| 1997-04-01 | 9.28523802645869 |
| 1997-05-01 | 9.36504537489041 |
| 1997-06-01 | 9.38626244242750 |
| 1997-07-01 | 9.53984392497858 |
| 1997-08-01 | 9.54048520754202 |
| 1997-09-01 | 9.50830024369820 |
| 1997-10-01 | 9.47306391806482 |
| 1997-11-01 | 9.46877656847413 |
| 1997-12-01 | 9.56369670547858 |
| 1998-01-01 | 9.80642632188414 |
| 1998-02-01 | 9.72549280239877 |
| 1998-03-01 | 9.73365082664230 |
| 1998-04-01 | 9.78445639104848 |
| 1998-05-01 | 9.77086674160909 |
| 1998-06-01 | 9.88676352584974 |
| 1998-07-01 | 9.84392787798484 |
| 1998-08-01 | 9.83744473127707 |
| 1998-09-01 | 9.93063884725657 |
| 1998-10-01 | 9.88742933531300 |
| 1998-11-01 | 10.05793823294250 |
| 1998-12-01 | 10.13754066216590 |
| 1999-01-01 | 10.08341568623000 |
| 1999-02-01 | 10.12584200698290 |
| 1999-03-01 | 10.23771849173470 |
| 1999-04-01 | 10.28197899440310 |
| 1999-05-01 | 10.37731489871520 |
| 1999-06-01 | 10.39200855719400 |
| 1999-07-01 | 10.45032423604240 |
| 1999-08-01 | 10.53917098650420 |
| 1999-09-01 | 10.54760072222150 |
| 1999-10-01 | 10.59139607131290 |
| 1999-11-01 | 10.74798107269590 |
| 1999-12-01 | 10.81142475745560 |
| 2000-01-01 | 10.86349026378090 |
| 2000-02-01 | 10.94741218758490 |
| 2000-03-01 | 10.95314218049490 |
| 2000-04-01 | 10.97795620337230 |
| 2000-05-01 | 10.96591947732820 |
| 2000-06-01 | 10.89824795888360 |
| 2000-07-01 | 11.05034304012990 |
| 2000-08-01 | 11.14321500707850 |
| 2000-09-01 | 11.16993071033200 |
| 2000-10-01 | 11.17506738467530 |
| 2000-11-01 | 11.15519556775680 |
| 2000-12-01 | 11.20633534904890 |
| 2001-01-01 | 11.34445399520830 |
| 2001-02-01 | 11.26731773050420 |
| 2001-03-01 | 11.26059138738000 |
| 2001-04-01 | 11.26615978000530 |
| 2001-05-01 | 11.25113596967940 |
| 2001-06-01 | 11.10380104773680 |
| 2001-07-01 | 11.25495540244390 |
| 2001-08-01 | 11.24703696650120 |
| 2001-09-01 | 11.28342084461000 |
| 2001-10-01 | 11.44465155298880 |
| 2001-11-01 | 11.45947464970890 |
| 2001-12-01 | 11.40686449313930 |
| 2002-01-01 | 11.53846086258560 |
| 2002-02-01 | 11.49580171206350 |
| 2002-03-01 | 11.47349733941170 |
| 2002-04-01 | 11.45351473173550 |
| 2002-05-01 | 11.42768944507040 |
| 2002-06-01 | 11.50731510793340 |
| 2002-07-01 | 11.65578779416690 |
| 2002-08-01 | 11.64765779950750 |
| 2002-09-01 | 11.70232209627520 |
| 2002-10-01 | 11.61677470517100 |
| 2002-11-01 | 11.56822980628520 |
| 2002-12-01 | 11.71639714331820 |
| 2003-01-01 | 11.23436552656970 |
| 2003-02-01 | 11.19925399456420 |
| 2003-03-01 | 11.27379908139050 |
| 2003-04-01 | 11.33499872970780 |
| 2003-05-01 | 11.51249718999980 |
| 2003-06-01 | 11.50775596609530 |
| 2003-07-01 | 11.46296221915690 |
| 2003-08-01 | 11.45093198935370 |
| 2003-09-01 | 11.40158020930280 |
| 2003-10-01 | 11.50532517841680 |
| 2003-11-01 | 11.48190122347730 |
| 2003-12-01 | 11.54067634986940 |
| 2004-01-01 | 11.53315701645550 |
| 2004-02-01 | 11.60517981307840 |
| 2004-03-01 | 11.77746124167720 |
| 2004-04-01 | 11.91427319493450 |
| 2004-05-01 | 11.89508533537330 |
| 2004-06-01 | 11.90894582030230 |
| 2004-07-01 | 11.68023146972250 |
| 2004-08-01 | 11.96649770538090 |
| 2004-09-01 | 12.01689072478590 |
| 2004-10-01 | 12.09964624288340 |
| 2004-11-01 | 12.17520942589850 |
| 2004-12-01 | 12.13636296242530 |
| 2005-01-01 | 12.02620979039350 |
| 2005-02-01 | 11.99353824830960 |
| 2005-03-01 | 11.96348940486170 |
| 2005-04-01 | 11.99157780793750 |
| 2005-05-01 | 12.09459737405110 |
| 2005-06-01 | 11.91473274781540 |
| 2005-07-01 | 12.41172090049530 |
| 2005-08-01 | 12.59512219836560 |
| 2005-09-01 | 12.82335581098160 |
| 2005-10-01 | 12.50308371839420 |
| 2005-11-01 | 12.57084685158210 |
| 2005-12-01 | 12.81784183049250 |
| 2006-01-01 | 13.00705177715220 |
| 2006-02-01 | 13.18620329736520 |
| 2006-03-01 | 13.36586071074740 |
| 2006-04-01 | 13.17661034407220 |
| 2006-05-01 | 13.20993700155020 |
| 2006-06-01 | 13.22937282301900 |
| 2006-07-01 | 13.14003173390310 |
| 2006-08-01 | 13.22626392915330 |
| 2006-09-01 | 13.32517696610550 |
| 2006-10-01 | 13.30284469178850 |
| 2006-11-01 | 13.24854575674870 |
| 2006-12-01 | 13.30280751146170 |
| 2007-01-01 | 13.48229647116070 |
| 2007-02-01 | 13.56702020498030 |
| 2007-03-01 | 13.65066689794080 |
| 2007-04-01 | 13.77506428488240 |
| 2007-05-01 | 13.74218379661100 |
| 2007-06-01 | 13.65091031095750 |
| 2007-07-01 | 13.65638210300050 |
| 2007-08-01 | 13.54701136871390 |
| 2007-09-01 | 13.50874001905690 |
| 2007-10-01 | 13.60360224761870 |
| 2007-11-01 | 13.62916661831340 |
| 2007-12-01 | 13.68341133503550 |
| 2008-01-01 | 13.56628098590500 |
| 2008-02-01 | 13.46222934522820 |
| 2008-03-01 | 13.64447684648870 |
| 2008-04-01 | 13.27869735821820 |
| 2008-05-01 | 13.26462090056860 |
| 2008-06-01 | 13.26717838837120 |
| 2008-07-01 | 13.14942720393330 |
| 2008-08-01 | 13.04943575197760 |
| 2008-09-01 | 13.19367765558860 |
| 2008-10-01 | 12.90180586883450 |
| 2008-11-01 | 12.82923553648530 |
| 2008-12-01 | 12.79688407631310 |
| 2009-01-01 | 12.77207810124110 |
| 2009-02-01 | 12.66199736015280 |
| 2009-03-01 | 12.52620964549040 |
| 2009-04-01 | 12.49246539152020 |
| 2009-05-01 | 12.37993695734320 |
| 2009-06-01 | 12.37729447687630 |
| 2009-07-01 | 12.33542548632090 |
| 2009-08-01 | 12.33313671811450 |
| 2009-09-01 | 12.47083214140580 |
| 2009-10-01 | 12.29653938991240 |
| 2009-11-01 | 12.32416268672360 |
| 2009-12-01 | 12.20381642624030 |
| 2010-01-01 | 12.19011070915860 |
| 2010-02-01 | 12.16958997492390 |
| 2010-03-01 | 12.22546099709540 |
| 2010-04-01 | 12.20854640367960 |
| 2010-05-01 | 12.19215714497490 |
| 2010-06-01 | 12.18936857681530 |
| 2010-07-01 | 12.32438681742940 |
| 2010-08-01 | 12.31353610881920 |
| 2010-09-01 | 12.25257588541200 |
| 2010-10-01 | 12.28443443339430 |
| 2010-11-01 | 12.31081902675340 |
| 2010-12-01 | 12.29839915553420 |
| 2011-01-01 | 12.11672013569550 |
| 2011-02-01 | 12.27915193480390 |
| 2011-03-01 | 12.22637270862760 |
| 2011-04-01 | 12.43000819387700 |
| 2011-05-01 | 12.39720544263920 |
| 2011-06-01 | 12.40317599917850 |
| 2011-07-01 | 12.31402694458640 |
| 2011-08-01 | 12.28846690180950 |
| 2011-09-01 | 12.33341415126830 |
| 2011-10-01 | 12.37523827228830 |
| 2011-11-01 | 12.30612360626170 |
| 2011-12-01 | 12.40077765028530 |
| 2012-01-01 | 12.44240688727630 |
| 2012-02-01 | 12.58814205442150 |
| 2012-03-01 | 12.53576861134010 |
| 2012-04-01 | 12.44433035361300 |
| 2012-05-01 | 12.48929735687920 |
| 2012-06-01 | 12.51111246032290 |
| 2012-07-01 | 12.50655307054120 |
| 2012-08-01 | 12.67616811937940 |
| 2012-09-01 | 12.72012282803670 |
| 2012-10-01 | 12.56934979546040 |
| 2012-11-01 | 12.59412623326950 |
| 2012-12-01 | 12.59940608817190 |
| 2013-01-01 | 12.56383845344410 |
| 2013-02-01 | 12.58988529726360 |
| 2013-03-01 | 12.64405563183440 |
| 2013-04-01 | 12.66436217229020 |
| 2013-05-01 | 12.67346041061970 |
| 2013-06-01 | 12.71541581477900 |
| 2013-07-01 | 12.79836126684800 |
| 2013-08-01 | 12.76327661563590 |
| 2013-09-01 | 12.80663829546710 |
| 2013-10-01 | 12.87484378902140 |
| 2013-11-01 | 12.88711155939220 |
| 2013-12-01 | 12.90317761682910 |
| 2014-01-01 | 12.77231031183840 |
| 2014-02-01 | 12.88905265016050 |
| 2014-03-01 | 12.85476388280010 |
| 2014-04-01 | 12.87692111395700 |
| 2014-05-01 | 12.85845590342770 |
| 2014-06-01 | 12.81873238524080 |
| 2014-07-01 | 12.78771369607180 |
| 2014-08-01 | 12.95784026592440 |
| 2014-09-01 | 12.79763323086030 |
| 2014-10-01 | 12.78423448658150 |
| 2014-11-01 | 12.78549106241000 |
| 2014-12-01 | 12.83020931122810 |
| 2015-01-01 | 12.87439971319040 |
| 2015-02-01 | 12.88117713979440 |
| 2015-03-01 | 12.75810094362130 |
| 2015-04-01 | 12.88527552278290 |
| 2015-05-01 | 12.94236452439900 |
| 2015-06-01 | 13.02487285741670 |
| 2015-07-01 | 13.07578059906700 |
| 2015-08-01 | 13.15089761279490 |
| 2015-09-01 | 13.18993341264100 |
| 2015-10-01 | 13.19478906081940 |
| 2015-11-01 | 13.27351883586180 |
| 2015-12-01 | 13.24890752352200 |
| 2016-01-01 | 13.17482772917360 |
| 2016-02-01 | 13.17661242017130 |
| 2016-03-01 | 13.26329436674160 |
| 2016-04-01 | 13.38769730146890 |
| 2016-05-01 | 13.53702824017570 |
| 2016-06-01 | 13.73065039079780 |
| 2016-07-01 | 13.57102842150060 |
| 2016-08-01 | 13.54529660009450 |
| 2016-09-01 | 13.58490383368520 |
| 2016-10-01 | 13.59352464797140 |
| 2016-11-01 | 13.56592505671200 |
| 2016-12-01 | 13.66727644902210 |
| 2017-01-01 | 13.78347146496860 |
| 2017-02-01 | 13.77864497321720 |
| 2017-03-01 | 13.87252166984710 |
| 2017-04-01 | 13.79152843175810 |
| 2017-05-01 | 13.53547023036520 |
| 2017-06-01 | 13.41927325270120 |
| 2017-07-01 | 13.36491454791480 |
| 2017-08-01 | 13.33145840978660 |
| 2017-09-01 | 13.27813483872910 |
| 2017-10-01 | 13.29142196535790 |
| 2017-11-01 | 13.28257347289310 |
| 2017-12-01 | 13.20610154052170 |
| 2018-01-01 | 13.28778575240510 |
| 2018-02-01 | 13.26533594441820 |
| 2018-03-01 | 13.26501834396420 |
| 2018-04-01 | 13.17930788550720 |
| 2018-05-01 | 13.23903656970990 |
| 2018-06-01 | 13.20796977975390 |
| 2018-07-01 | 13.26494995667340 |
| 2018-08-01 | 13.22439681415100 |
| 2018-09-01 | 13.28456628354610 |
| 2018-10-01 | 13.17067322114820 |
| 2018-11-01 | 13.28841577888460 |
| 2018-12-01 | 13.32675724446300 |
| 2019-01-01 | 13.30213858062120 |
| 2019-02-01 | 13.35388165698410 |
| 2019-03-01 | 13.46456298911300 |
| 2019-04-01 | 13.57737630102530 |
| 2019-05-01 | 13.44092734406560 |
| 2019-06-01 | 13.49744247701910 |
| 2019-07-01 | 13.47038594301580 |
| 2019-08-01 | 13.52717818208220 |
| 2019-09-01 | 13.49183065320180 |
| 2019-10-01 | 13.54994508335810 |
| 2019-11-01 | 13.69648608349160 |
| 2019-12-01 | 13.53320981183340 |
| 2020-01-01 | 13.51798984993660 |
| 2020-02-01 | 13.53809913935850 |
| 2020-03-01 | 13.55287606755670 |
| 2020-04-01 | 12.35856743126390 |
| 2020-05-01 | 12.53630878860730 |
| 2020-06-01 | 12.98790149847590 |
| 2020-07-01 | 13.17546304764600 |
| 2020-08-01 | 13.43905185122260 |
| 2020-09-01 | 13.61188078991590 |
| 2020-10-01 | 13.73390910171560 |
| 2020-11-01 | 13.81148660530460 |
| 2020-12-01 | 13.92591611456370 |
| 2021-01-01 | 14.13461945788440 |
| 2021-02-01 | 14.11769884097260 |
| 2021-03-01 | 14.34543104492620 |
| 2021-04-01 | 14.66147041700650 |
| 2021-05-01 | 14.74085489644900 |
| 2021-06-01 | 14.79533313043520 |
| 2021-07-01 | 14.88884899927860 |
| 2021-08-01 | 14.95468855770800 |
| 2021-09-01 | 15.02537417707320 |
| 2021-10-01 | 15.31693088171590 |
| 2021-11-01 | 15.41501521738990 |
| 2021-12-01 | 15.39645242681230 |
| 2022-01-01 | 15.44695096142670 |
| 2022-02-01 | 15.60454781117530 |
| 2022-03-01 | 15.63270659195100 |
| 2022-04-01 | 15.45035656705800 |
| 2022-05-01 | 15.44122392429200 |
| 2022-06-01 | 15.40122497591430 |
| 2022-07-01 | 15.28828277691840 |
| 2022-08-01 | 15.26557810062800 |
| 2022-09-01 | 15.34198353162190 |
| 2022-10-01 | 15.32164042531450 |
| 2022-11-01 | 15.34064225774410 |
| 2022-12-01 | 15.50360325278920 |
| 2023-01-01 | 15.44709103357570 |
| 2023-02-01 | 15.48201790069710 |
| 2023-03-01 | 15.50846454971490 |
| 2023-04-01 | 15.54946520334560 |
| 2023-05-01 | 15.54696533481620 |
| 2023-06-01 | 15.39339635511580 |
| 2023-07-01 | 15.48111485521350 |
| 2023-08-01 | 15.36414041624950 |
| 2023-09-01 | 15.33808194643210 |
| 2023-10-01 | 15.33827690700820 |
| 2023-11-01 | 15.35949069473660 |
| 2023-12-01 | 15.41027339051340 |
| 2024-01-01 | 15.45055840696420 |
| 2024-02-01 | 15.48821312892090 |
| 2024-03-01 | 15.59783497251210 |
| 2024-04-01 | 15.34235872830790 |
| 2024-05-01 | 15.25055543383070 |
| 2024-06-01 | 15.28300400605320 |
| 2024-07-01 | 15.26391227978680 |
| 2024-08-01 | 15.35500917099570 |
| 2024-09-01 | 15.33436088277550 |
| 2024-10-01 | 15.24992024624740 |
| 2024-11-01 | 15.16612078695300 |
| 2024-12-01 | 15.22255075144900 |
| 2025-01-01 | 15.25389978315160 |
| 2025-02-01 | 15.19969981814330 |
| 2025-03-01 | 15.30244540534300 |
| 2025-04-01 | 15.24364050601180 |
| 2025-05-01 | 15.25960029903000 |
| 2025-06-01 | 15.66770762227190 |
| 2025-07-01 | 15.35117915088680 |
| 2025-08-01 | 15.33571072498140 |
| 2025-09-01 | 15.31985619240580 |
| 2025-10-01 | 15.35537064775700 |
| 2025-11-01 | 15.36634405716340 |
| 2025-12-01 | 15.23079574346220 |
| 2026-01-01 | 15.25676888800580 |
| 2026-02-01 | 15.12254896682610 |
| 2026-03-01 | 15.31298739521510 |
| 2026-04-01 | 15.64307386056780 |