Table Data - All Employees: Retail Trade in Harrisonburg, VA (MSA)
| Title | All Employees: Retail Trade in Harrisonburg, VA (MSA) |
|---|---|
| Series ID | SMU51255004200000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:33 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 | 5.2523976548 |
| 1990-02-01 | 5.2377168324 |
| 1990-03-01 | 5.2321274016 |
| 1990-04-01 | 5.2026527097 |
| 1990-05-01 | 5.2312348985 |
| 1990-06-01 | 5.2607651853 |
| 1990-07-01 | 5.2174054376 |
| 1990-08-01 | 5.2033422431 |
| 1990-09-01 | 5.1409064005 |
| 1990-10-01 | 5.1437405178 |
| 1990-11-01 | 5.0577205654 |
| 1990-12-01 | 5.1174415227 |
| 1991-01-01 | 5.0565570051 |
| 1991-02-01 | 5.0427948408 |
| 1991-03-01 | 5.0262743610 |
| 1991-04-01 | 5.1026044381 |
| 1991-05-01 | 5.0298441705 |
| 1991-06-01 | 5.0577970136 |
| 1991-07-01 | 5.0152550442 |
| 1991-08-01 | 4.9058998437 |
| 1991-09-01 | 5.0441872270 |
| 1991-10-01 | 5.0504375014 |
| 1991-11-01 | 5.0521654007 |
| 1991-12-01 | 5.0091741659 |
| 1992-01-01 | 5.0608589339 |
| 1992-02-01 | 5.0551455866 |
| 1992-03-01 | 5.0221287571 |
| 1992-04-01 | 4.9995572570 |
| 1992-05-01 | 5.0277367606 |
| 1992-06-01 | 4.9497272212 |
| 1992-07-01 | 5.0176108570 |
| 1992-08-01 | 5.0094471567 |
| 1992-09-01 | 5.0445497069 |
| 1992-10-01 | 5.0562525808 |
| 1992-11-01 | 5.0473147191 |
| 1992-12-01 | 5.0032397813 |
| 1993-01-01 | 5.0667962928 |
| 1993-02-01 | 5.1689881468 |
| 1993-03-01 | 5.1152911748 |
| 1993-04-01 | 5.0960786376 |
| 1993-05-01 | 5.1238041691 |
| 1993-06-01 | 5.1384040706 |
| 1993-07-01 | 5.3245651293 |
| 1993-08-01 | 5.3136450931 |
| 1993-09-01 | 5.1487058014 |
| 1993-10-01 | 5.2561573908 |
| 1993-11-01 | 5.3414751130 |
| 1993-12-01 | 5.3974964905 |
| 1994-01-01 | 5.3733962341 |
| 1994-02-01 | 5.3806171398 |
| 1994-03-01 | 5.5189144103 |
| 1994-04-01 | 5.4887236919 |
| 1994-05-01 | 5.5194019324 |
| 1994-06-01 | 5.5240708821 |
| 1994-07-01 | 5.5358416089 |
| 1994-08-01 | 5.4082291282 |
| 1994-09-01 | 5.4539172148 |
| 1994-10-01 | 5.4580254568 |
| 1994-11-01 | 5.6395198180 |
| 1994-12-01 | 5.5977203863 |
| 1995-01-01 | 5.5763512777 |
| 1995-02-01 | 5.4878918432 |
| 1995-03-01 | 5.5261475416 |
| 1995-04-01 | 5.5772021896 |
| 1995-05-01 | 5.6152080819 |
| 1995-06-01 | 5.7066947910 |
| 1995-07-01 | 5.6470692291 |
| 1995-08-01 | 5.7042506193 |
| 1995-09-01 | 5.7655696223 |
| 1995-10-01 | 5.7616547776 |
| 1995-11-01 | 5.6369227676 |
| 1995-12-01 | 5.4946106570 |
| 1996-01-01 | 5.6742866501 |
| 1996-02-01 | 5.7924608470 |
| 1996-03-01 | 5.7415741255 |
| 1996-04-01 | 5.6630576839 |
| 1996-05-01 | 5.6118598947 |
| 1996-06-01 | 5.5900632978 |
| 1996-07-01 | 5.5594725168 |
| 1996-08-01 | 5.5980039973 |
| 1996-09-01 | 5.5762746565 |
| 1996-10-01 | 5.6649870465 |
| 1996-11-01 | 5.6424325477 |
| 1996-12-01 | 5.5986378732 |
| 1997-01-01 | 5.5670994878 |
| 1997-02-01 | 5.5827215439 |
| 1997-03-01 | 5.5451974993 |
| 1997-04-01 | 5.6547572803 |
| 1997-05-01 | 5.7113758271 |
| 1997-06-01 | 5.6875258171 |
| 1997-07-01 | 5.8687850179 |
| 1997-08-01 | 5.7954285535 |
| 1997-09-01 | 5.7899484294 |
| 1997-10-01 | 5.7710372627 |
| 1997-11-01 | 5.8435034190 |
| 1997-12-01 | 5.7973326671 |
| 1998-01-01 | 5.9524769287 |
| 1998-02-01 | 5.9683024254 |
| 1998-03-01 | 5.9443724508 |
| 1998-04-01 | 6.0547117552 |
| 1998-05-01 | 6.0129677128 |
| 1998-06-01 | 6.1014404680 |
| 1998-07-01 | 6.0694990490 |
| 1998-08-01 | 6.0935350348 |
| 1998-09-01 | 6.1036735950 |
| 1998-10-01 | 6.0804960091 |
| 1998-11-01 | 6.1431431441 |
| 1998-12-01 | 6.1968040669 |
| 1999-01-01 | 6.1270296727 |
| 1999-02-01 | 6.1498450972 |
| 1999-03-01 | 6.2380750411 |
| 1999-04-01 | 6.2598764770 |
| 1999-05-01 | 6.3210206486 |
| 1999-06-01 | 6.4231082000 |
| 1999-07-01 | 6.3650528104 |
| 1999-08-01 | 6.2980563561 |
| 1999-09-01 | 6.4195538086 |
| 1999-10-01 | 6.4883204782 |
| 1999-11-01 | 6.4368105011 |
| 1999-12-01 | 6.4833007288 |
| 2000-01-01 | 6.4985346495 |
| 2000-02-01 | 6.6429737198 |
| 2000-03-01 | 6.6370355512 |
| 2000-04-01 | 6.5685237637 |
| 2000-05-01 | 6.6218871628 |
| 2000-06-01 | 6.5470408791 |
| 2000-07-01 | 6.6640493047 |
| 2000-08-01 | 6.7075760297 |
| 2000-09-01 | 6.7311304423 |
| 2000-10-01 | 6.6832229940 |
| 2000-11-01 | 6.7310856985 |
| 2000-12-01 | 6.7707460636 |
| 2001-01-01 | 6.7772201652 |
| 2001-02-01 | 6.7395184297 |
| 2001-03-01 | 6.7348665737 |
| 2001-04-01 | 6.6731205038 |
| 2001-05-01 | 6.6214340242 |
| 2001-06-01 | 6.5693750337 |
| 2001-07-01 | 6.6731854728 |
| 2001-08-01 | 6.6164339726 |
| 2001-09-01 | 6.6397909021 |
| 2001-10-01 | 6.6729392590 |
| 2001-11-01 | 6.7181318010 |
| 2001-12-01 | 6.6552179476 |
| 2002-01-01 | 6.7639593865 |
| 2002-02-01 | 6.7460441426 |
| 2002-03-01 | 6.6399119510 |
| 2002-04-01 | 6.6743951762 |
| 2002-05-01 | 6.6104146274 |
| 2002-06-01 | 6.6890414294 |
| 2002-07-01 | 6.7855817072 |
| 2002-08-01 | 6.7282740074 |
| 2002-09-01 | 6.6408468123 |
| 2002-10-01 | 6.6617582747 |
| 2002-11-01 | 6.6038947703 |
| 2002-12-01 | 6.6509940613 |
| 2003-01-01 | 6.6579038127 |
| 2003-02-01 | 6.6492087060 |
| 2003-03-01 | 6.6422092398 |
| 2003-04-01 | 6.7658821708 |
| 2003-05-01 | 6.9040419450 |
| 2003-06-01 | 6.9999912206 |
| 2003-07-01 | 6.9036723366 |
| 2003-08-01 | 6.9448693074 |
| 2003-09-01 | 6.8356749314 |
| 2003-10-01 | 7.0514058124 |
| 2003-11-01 | 7.0946902900 |
| 2003-12-01 | 7.1433514695 |
| 2004-01-01 | 7.0614460374 |
| 2004-02-01 | 7.0567714154 |
| 2004-03-01 | 7.1387729562 |
| 2004-04-01 | 7.1507307578 |
| 2004-05-01 | 7.0904567628 |
| 2004-06-01 | 7.1053404678 |
| 2004-07-01 | 7.0251555472 |
| 2004-08-01 | 7.0766823429 |
| 2004-09-01 | 7.0281038466 |
| 2004-10-01 | 7.0432505522 |
| 2004-11-01 | 7.0891662952 |
| 2004-12-01 | 7.0333574017 |
| 2005-01-01 | 7.0687164443 |
| 2005-02-01 | 7.0552844292 |
| 2005-03-01 | 7.0202496967 |
| 2005-04-01 | 7.0355885133 |
| 2005-05-01 | 7.1935352307 |
| 2005-06-01 | 7.1046809885 |
| 2005-07-01 | 7.3490255906 |
| 2005-08-01 | 7.5103428868 |
| 2005-09-01 | 7.5189460505 |
| 2005-10-01 | 7.5404628980 |
| 2005-11-01 | 7.5866370605 |
| 2005-12-01 | 7.6240538355 |
| 2006-01-01 | 7.9658884186 |
| 2006-02-01 | 8.2445805521 |
| 2006-03-01 | 8.3035273657 |
| 2006-04-01 | 8.3277650018 |
| 2006-05-01 | 8.3047168523 |
| 2006-06-01 | 8.3078250164 |
| 2006-07-01 | 8.3612287408 |
| 2006-08-01 | 8.3445713169 |
| 2006-09-01 | 8.4097875756 |
| 2006-10-01 | 8.4375311290 |
| 2006-11-01 | 8.3836546618 |
| 2006-12-01 | 8.4215558126 |
| 2007-01-01 | 8.3563960840 |
| 2007-02-01 | 8.3267915974 |
| 2007-03-01 | 8.3913245334 |
| 2007-04-01 | 8.5267026162 |
| 2007-05-01 | 8.5306973677 |
| 2007-06-01 | 8.4084125847 |
| 2007-07-01 | 8.3616771761 |
| 2007-08-01 | 8.2614302896 |
| 2007-09-01 | 8.1066484958 |
| 2007-10-01 | 8.3312028200 |
| 2007-11-01 | 8.3846990797 |
| 2007-12-01 | 8.4189439564 |
| 2008-01-01 | 8.3495458060 |
| 2008-02-01 | 8.3157129701 |
| 2008-03-01 | 8.2937629660 |
| 2008-04-01 | 8.1284154604 |
| 2008-05-01 | 8.0466136914 |
| 2008-06-01 | 8.1054597452 |
| 2008-07-01 | 7.9550843729 |
| 2008-08-01 | 7.9683992133 |
| 2008-09-01 | 8.0091348844 |
| 2008-10-01 | 7.8257395280 |
| 2008-11-01 | 7.7850072532 |
| 2008-12-01 | 7.7131495027 |
| 2009-01-01 | 7.7484335918 |
| 2009-02-01 | 7.7109878039 |
| 2009-03-01 | 7.5952886188 |
| 2009-04-01 | 7.5392778252 |
| 2009-05-01 | 7.4633537148 |
| 2009-06-01 | 7.3983555237 |
| 2009-07-01 | 7.4507401549 |
| 2009-08-01 | 7.3529162931 |
| 2009-09-01 | 7.4112119237 |
| 2009-10-01 | 7.4214111020 |
| 2009-11-01 | 7.4862514629 |
| 2009-12-01 | 7.3139576822 |
| 2010-01-01 | 7.3540752937 |
| 2010-02-01 | 7.3076754141 |
| 2010-03-01 | 7.3012871308 |
| 2010-04-01 | 7.3533943125 |
| 2010-05-01 | 7.3675784848 |
| 2010-06-01 | 7.3952403238 |
| 2010-07-01 | 7.4430997103 |
| 2010-08-01 | 7.4337298048 |
| 2010-09-01 | 7.3102035037 |
| 2010-10-01 | 7.3196728010 |
| 2010-11-01 | 7.2826554785 |
| 2010-12-01 | 7.3250816695 |
| 2011-01-01 | 7.2668609058 |
| 2011-02-01 | 7.3030266617 |
| 2011-03-01 | 7.3047866631 |
| 2011-04-01 | 7.4640384092 |
| 2011-05-01 | 7.3642882877 |
| 2011-06-01 | 7.3939999283 |
| 2011-07-01 | 7.3395526187 |
| 2011-08-01 | 7.3106432918 |
| 2011-09-01 | 7.3098031799 |
| 2011-10-01 | 7.3204920310 |
| 2011-11-01 | 7.2782116181 |
| 2011-12-01 | 7.3386916748 |
| 2012-01-01 | 7.2867836059 |
| 2012-02-01 | 7.1977676122 |
| 2012-03-01 | 7.2115965456 |
| 2012-04-01 | 7.0641898277 |
| 2012-05-01 | 7.0473191251 |
| 2012-06-01 | 6.9918413609 |
| 2012-07-01 | 6.9434280182 |
| 2012-08-01 | 7.0021226687 |
| 2012-09-01 | 7.0118848933 |
| 2012-10-01 | 6.9209208133 |
| 2012-11-01 | 6.8648999452 |
| 2012-12-01 | 6.8480309605 |
| 2013-01-01 | 6.8070854315 |
| 2013-02-01 | 6.7949209904 |
| 2013-03-01 | 6.8156850814 |
| 2013-04-01 | 6.7693926549 |
| 2013-05-01 | 6.6300508457 |
| 2013-06-01 | 6.7861675486 |
| 2013-07-01 | 6.8492695225 |
| 2013-08-01 | 6.7958218509 |
| 2013-09-01 | 6.8121807254 |
| 2013-10-01 | 6.7199284592 |
| 2013-11-01 | 6.8552883597 |
| 2013-12-01 | 6.7570817463 |
| 2014-01-01 | 6.8235932245 |
| 2014-02-01 | 6.8946329772 |
| 2014-03-01 | 6.8180080950 |
| 2014-04-01 | 6.8713179625 |
| 2014-05-01 | 6.8149857508 |
| 2014-06-01 | 6.7820398119 |
| 2014-07-01 | 6.7498908062 |
| 2014-08-01 | 6.9013542287 |
| 2014-09-01 | 6.7136543514 |
| 2014-10-01 | 6.7174985090 |
| 2014-11-01 | 6.7384024911 |
| 2014-12-01 | 6.7666702723 |
| 2015-01-01 | 6.8346194041 |
| 2015-02-01 | 6.9023060956 |
| 2015-03-01 | 6.8169541197 |
| 2015-04-01 | 6.8704375361 |
| 2015-05-01 | 6.9065179454 |
| 2015-06-01 | 6.8804766753 |
| 2015-07-01 | 6.8433392312 |
| 2015-08-01 | 6.9051738429 |
| 2015-09-01 | 6.9173172244 |
| 2015-10-01 | 7.0189416574 |
| 2015-11-01 | 7.0289690934 |
| 2015-12-01 | 6.9734951365 |
| 2016-01-01 | 6.8376325620 |
| 2016-02-01 | 6.8095944831 |
| 2016-03-01 | 6.8111068905 |
| 2016-04-01 | 6.9668688603 |
| 2016-05-01 | 7.1060829803 |
| 2016-06-01 | 7.1813087411 |
| 2016-07-01 | 7.2391694660 |
| 2016-08-01 | 7.2088825193 |
| 2016-09-01 | 7.2197394706 |
| 2016-10-01 | 7.2204248576 |
| 2016-11-01 | 7.1202094882 |
| 2016-12-01 | 7.1799157748 |
| 2017-01-01 | 7.1390374607 |
| 2017-02-01 | 7.0158807412 |
| 2017-03-01 | 7.0981509349 |
| 2017-04-01 | 7.0664651948 |
| 2017-05-01 | 7.0097042031 |
| 2017-06-01 | 6.9849603326 |
| 2017-07-01 | 6.9329954379 |
| 2017-08-01 | 6.9093156767 |
| 2017-09-01 | 6.9186693303 |
| 2017-10-01 | 6.9240879518 |
| 2017-11-01 | 7.0220207076 |
| 2017-12-01 | 6.9913272752 |
| 2018-01-01 | 7.0385495901 |
| 2018-02-01 | 7.0146856063 |
| 2018-03-01 | 7.0783499243 |
| 2018-04-01 | 7.0610784255 |
| 2018-05-01 | 7.0158084139 |
| 2018-06-01 | 6.9913612252 |
| 2018-07-01 | 7.0282400730 |
| 2018-08-01 | 7.0104810463 |
| 2018-09-01 | 7.0222127499 |
| 2018-10-01 | 6.9284834604 |
| 2018-11-01 | 7.0202672356 |
| 2018-12-01 | 7.0083146259 |
| 2019-01-01 | 7.0463686955 |
| 2019-02-01 | 7.0026461375 |
| 2019-03-01 | 6.9584921719 |
| 2019-04-01 | 6.9501288137 |
| 2019-05-01 | 6.9179701906 |
| 2019-06-01 | 6.9974311871 |
| 2019-07-01 | 7.0249197241 |
| 2019-08-01 | 7.1133977644 |
| 2019-09-01 | 7.1295620571 |
| 2019-10-01 | 7.1306141965 |
| 2019-11-01 | 7.1245642151 |
| 2019-12-01 | 7.1266952118 |
| 2020-01-01 | 7.2567873764 |
| 2020-02-01 | 7.1825820719 |
| 2020-03-01 | 7.0455087514 |
| 2020-04-01 | 6.1354001993 |
| 2020-05-01 | 6.3159331584 |
| 2020-06-01 | 6.7013144958 |
| 2020-07-01 | 7.0247083227 |
| 2020-08-01 | 7.0129162178 |
| 2020-09-01 | 7.0397999036 |
| 2020-10-01 | 7.0268393055 |
| 2020-11-01 | 7.0321005689 |
| 2020-12-01 | 7.0419538540 |
| 2021-01-01 | 7.0765997789 |
| 2021-02-01 | 7.0649504590 |
| 2021-03-01 | 7.1394267309 |
| 2021-04-01 | 7.1188836579 |
| 2021-05-01 | 7.1089762606 |
| 2021-06-01 | 7.1000363558 |
| 2021-07-01 | 7.1200097285 |
| 2021-08-01 | 7.0115781834 |
| 2021-09-01 | 7.0467751647 |
| 2021-10-01 | 7.1247798796 |
| 2021-11-01 | 7.1461017746 |
| 2021-12-01 | 7.1597831450 |
| 2022-01-01 | 7.0901833993 |
| 2022-02-01 | 7.1563034116 |
| 2022-03-01 | 7.1328088611 |
| 2022-04-01 | 7.1015929960 |
| 2022-05-01 | 7.1040530522 |
| 2022-06-01 | 7.0957941220 |
| 2022-07-01 | 7.0104886923 |
| 2022-08-01 | 7.0114354948 |
| 2022-09-01 | 7.1528283684 |
| 2022-10-01 | 7.2264590458 |
| 2022-11-01 | 7.2555357662 |
| 2022-12-01 | 7.2782135236 |
| 2023-01-01 | 7.2960383879 |
| 2023-02-01 | 7.3557160310 |
| 2023-03-01 | 7.3280725337 |
| 2023-04-01 | 7.3846195995 |
| 2023-05-01 | 7.4049652310 |
| 2023-06-01 | 7.3904370698 |
| 2023-07-01 | 7.4012872380 |
| 2023-08-01 | 7.4118533117 |
| 2023-09-01 | 7.3514542779 |
| 2023-10-01 | 7.3314180582 |
| 2023-11-01 | 7.2619751132 |
| 2023-12-01 | 7.2947056985 |
| 2024-01-01 | 7.1903559318 |
| 2024-02-01 | 7.2617051251 |
| 2024-03-01 | 7.2279324457 |
| 2024-04-01 | 7.2758848869 |
| 2024-05-01 | 7.2093706972 |
| 2024-06-01 | 7.1830503742 |
| 2024-07-01 | 7.1921438620 |
| 2024-08-01 | 7.2102024408 |
| 2024-09-01 | 7.2456628848 |
| 2024-10-01 | 7.1367106696 |
| 2024-11-01 | 7.0678105538 |
| 2024-12-01 | 7.1062593866 |
| 2025-01-01 | 7.1821927376 |
| 2025-02-01 | 7.1702394109 |
| 2025-03-01 | 7.2308546755 |
| 2025-04-01 | 7.1701289599 |
| 2025-05-01 | 7.2146605114 |
| 2025-06-01 | 7.5756567564 |
| 2025-07-01 | 7.5868596926 |
| 2025-08-01 | 7.5089481179 |
| 2025-09-01 | 7.5368464183 |
| 2025-10-01 | 7.5420655307 |
| 2025-11-01 | 7.5715168997 |
| 2025-12-01 | 7.5141386446 |
| 2026-01-01 | 7.5732492238 |
| 2026-02-01 | 7.4798308061 |
| 2026-03-01 | 7.5306121360 |
| 2026-04-01 | 7.5707320564 |
| 2026-05-01 | 7.5174517296 |
| 2026-06-01 | 7.6689485658 |
| 2026-07-01 | 7.5818580396 |
| 2026-08-01 | 7.6111953566 |
| 2026-09-01 | 7.6323918081 |