Table Data - All Employees: Total Private in Harrisonburg, VA (MSA)
| Title | All Employees: Total Private in Harrisonburg, VA (MSA) |
|---|---|
| Series ID | SMU51255000500000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:40 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 | 35.7169215745 |
| 1990-02-01 | 35.8390170210 |
| 1990-03-01 | 35.8600922628 |
| 1990-04-01 | 35.8255579223 |
| 1990-05-01 | 35.5585239234 |
| 1990-06-01 | 35.7055023916 |
| 1990-07-01 | 35.6489323733 |
| 1990-08-01 | 35.4826647441 |
| 1990-09-01 | 35.4358592959 |
| 1990-10-01 | 36.2535919716 |
| 1990-11-01 | 35.4315425884 |
| 1990-12-01 | 35.3608270784 |
| 1991-01-01 | 35.6049475857 |
| 1991-02-01 | 35.6236013167 |
| 1991-03-01 | 35.8604230909 |
| 1991-04-01 | 35.9354831157 |
| 1991-05-01 | 36.1686993689 |
| 1991-06-01 | 36.2052570944 |
| 1991-07-01 | 36.2364069110 |
| 1991-08-01 | 36.4701195812 |
| 1991-09-01 | 36.6458838974 |
| 1991-10-01 | 36.5602827447 |
| 1991-11-01 | 36.8229373528 |
| 1991-12-01 | 36.8304826342 |
| 1992-01-01 | 36.6013037422 |
| 1992-02-01 | 36.9191574810 |
| 1992-03-01 | 36.9768751928 |
| 1992-04-01 | 37.4648829264 |
| 1992-05-01 | 37.3790440285 |
| 1992-06-01 | 37.3024870333 |
| 1992-07-01 | 37.4263571012 |
| 1992-08-01 | 37.5630827724 |
| 1992-09-01 | 37.8664282673 |
| 1992-10-01 | 38.0752524062 |
| 1992-11-01 | 38.0178717015 |
| 1992-12-01 | 37.9849295225 |
| 1993-01-01 | 38.6110192953 |
| 1993-02-01 | 38.6939485043 |
| 1993-03-01 | 38.4895392311 |
| 1993-04-01 | 39.0936058689 |
| 1993-05-01 | 39.3004475178 |
| 1993-06-01 | 39.4931570940 |
| 1993-07-01 | 40.2099137803 |
| 1993-08-01 | 40.0591394365 |
| 1993-09-01 | 40.0975320257 |
| 1993-10-01 | 40.3930581248 |
| 1993-11-01 | 40.5108276384 |
| 1993-12-01 | 40.5269188503 |
| 1994-01-01 | 40.4926692114 |
| 1994-02-01 | 40.5480425778 |
| 1994-03-01 | 40.5852875656 |
| 1994-04-01 | 40.6254130396 |
| 1994-05-01 | 40.7302858204 |
| 1994-06-01 | 40.9943588284 |
| 1994-07-01 | 41.3119254577 |
| 1994-08-01 | 41.3780066682 |
| 1994-09-01 | 41.3520628426 |
| 1994-10-01 | 41.4280655659 |
| 1994-11-01 | 41.5093103612 |
| 1994-12-01 | 41.7871452046 |
| 1995-01-01 | 41.6584631137 |
| 1995-02-01 | 41.4602236726 |
| 1995-03-01 | 41.8512519003 |
| 1995-04-01 | 42.2447662538 |
| 1995-05-01 | 41.9771311799 |
| 1995-06-01 | 42.0950629405 |
| 1995-07-01 | 41.9196514221 |
| 1995-08-01 | 41.8211334370 |
| 1995-09-01 | 41.9150092662 |
| 1995-10-01 | 41.7747351650 |
| 1995-11-01 | 41.8179228280 |
| 1995-12-01 | 41.7740809538 |
| 1996-01-01 | 41.5005367225 |
| 1996-02-01 | 41.8599017431 |
| 1996-03-01 | 42.0867105428 |
| 1996-04-01 | 41.8361210518 |
| 1996-05-01 | 41.8119368004 |
| 1996-06-01 | 41.6948153972 |
| 1996-07-01 | 41.6563855304 |
| 1996-08-01 | 41.8711618675 |
| 1996-09-01 | 41.9748143078 |
| 1996-10-01 | 42.2264158141 |
| 1996-11-01 | 42.4299574078 |
| 1996-12-01 | 42.4784645555 |
| 1997-01-01 | 42.7537880626 |
| 1997-02-01 | 42.6544712437 |
| 1997-03-01 | 42.9249916433 |
| 1997-04-01 | 42.8247011536 |
| 1997-05-01 | 43.1371055114 |
| 1997-06-01 | 43.1824407680 |
| 1997-07-01 | 43.5988963530 |
| 1997-08-01 | 43.6155113482 |
| 1997-09-01 | 43.7237224687 |
| 1997-10-01 | 43.7555577578 |
| 1997-11-01 | 43.3551102908 |
| 1997-12-01 | 43.7954759310 |
| 1998-01-01 | 43.7971750018 |
| 1998-02-01 | 43.8720397111 |
| 1998-03-01 | 43.6510868837 |
| 1998-04-01 | 43.8160708658 |
| 1998-05-01 | 43.7552301193 |
| 1998-06-01 | 43.9713386125 |
| 1998-07-01 | 44.1491506609 |
| 1998-08-01 | 44.2519544272 |
| 1998-09-01 | 44.5688997624 |
| 1998-10-01 | 44.6623688821 |
| 1998-11-01 | 45.0846438284 |
| 1998-12-01 | 45.3205994436 |
| 1999-01-01 | 45.2519135251 |
| 1999-02-01 | 45.6176330631 |
| 1999-03-01 | 45.7944782111 |
| 1999-04-01 | 46.0051269881 |
| 1999-05-01 | 46.0838388249 |
| 1999-06-01 | 46.2519790656 |
| 1999-07-01 | 46.0780997284 |
| 1999-08-01 | 46.2778178560 |
| 1999-09-01 | 46.0870127727 |
| 1999-10-01 | 46.2520011738 |
| 1999-11-01 | 46.3269286991 |
| 1999-12-01 | 46.4512010419 |
| 2000-01-01 | 46.8145117463 |
| 2000-02-01 | 47.0171356850 |
| 2000-03-01 | 47.0537191095 |
| 2000-04-01 | 47.0722264005 |
| 2000-05-01 | 47.4841986862 |
| 2000-06-01 | 46.9470270295 |
| 2000-07-01 | 47.3945663325 |
| 2000-08-01 | 47.4858036103 |
| 2000-09-01 | 47.6953881589 |
| 2000-10-01 | 47.9340997697 |
| 2000-11-01 | 47.9768847017 |
| 2000-12-01 | 48.0892279391 |
| 2001-01-01 | 48.2745104693 |
| 2001-02-01 | 48.4487482339 |
| 2001-03-01 | 48.5365598436 |
| 2001-04-01 | 48.1323855033 |
| 2001-05-01 | 48.3549772037 |
| 2001-06-01 | 48.6616456453 |
| 2001-07-01 | 48.3962875271 |
| 2001-08-01 | 48.4845562054 |
| 2001-09-01 | 48.0717355249 |
| 2001-10-01 | 48.5142640550 |
| 2001-11-01 | 48.6287616981 |
| 2001-12-01 | 48.6377520237 |
| 2002-01-01 | 48.4373229575 |
| 2002-02-01 | 48.3994516894 |
| 2002-03-01 | 48.5318817768 |
| 2002-04-01 | 48.7939313737 |
| 2002-05-01 | 48.2978124026 |
| 2002-06-01 | 48.5218812137 |
| 2002-07-01 | 48.6897853606 |
| 2002-08-01 | 48.6600764786 |
| 2002-09-01 | 48.9336459602 |
| 2002-10-01 | 49.0071027667 |
| 2002-11-01 | 48.8581748144 |
| 2002-12-01 | 48.8707020292 |
| 2003-01-01 | 49.2324168354 |
| 2003-02-01 | 48.9417543105 |
| 2003-03-01 | 49.1479295720 |
| 2003-04-01 | 49.6576670601 |
| 2003-05-01 | 49.9664947750 |
| 2003-06-01 | 50.0017886337 |
| 2003-07-01 | 50.1719912315 |
| 2003-08-01 | 50.2237526490 |
| 2003-09-01 | 50.0789058952 |
| 2003-10-01 | 50.3788537313 |
| 2003-11-01 | 50.5549435285 |
| 2003-12-01 | 50.7697852255 |
| 2004-01-01 | 50.9686837634 |
| 2004-02-01 | 50.9853279770 |
| 2004-03-01 | 51.5813729430 |
| 2004-04-01 | 50.9382811844 |
| 2004-05-01 | 51.0596336667 |
| 2004-06-01 | 50.9825728582 |
| 2004-07-01 | 50.8788438064 |
| 2004-08-01 | 50.7911107683 |
| 2004-09-01 | 50.8396797580 |
| 2004-10-01 | 50.3221438943 |
| 2004-11-01 | 50.2086019285 |
| 2004-12-01 | 50.4477731147 |
| 2005-01-01 | 50.5133149278 |
| 2005-02-01 | 50.6975377007 |
| 2005-03-01 | 50.6901209649 |
| 2005-04-01 | 50.7470758877 |
| 2005-05-01 | 50.8102427803 |
| 2005-06-01 | 50.4491992242 |
| 2005-07-01 | 50.5083360596 |
| 2005-08-01 | 50.6928921428 |
| 2005-09-01 | 50.7926322628 |
| 2005-10-01 | 50.7297196387 |
| 2005-11-01 | 51.1366272518 |
| 2005-12-01 | 51.2931756743 |
| 2006-01-01 | 51.7656836339 |
| 2006-02-01 | 52.2262150046 |
| 2006-03-01 | 52.5044681480 |
| 2006-04-01 | 52.9714317993 |
| 2006-05-01 | 53.2961625004 |
| 2006-06-01 | 53.3865145603 |
| 2006-07-01 | 54.3510819598 |
| 2006-08-01 | 54.4234603095 |
| 2006-09-01 | 54.1498146253 |
| 2006-10-01 | 54.6079337344 |
| 2006-11-01 | 54.1253215784 |
| 2006-12-01 | 54.4047048473 |
| 2007-01-01 | 53.5078869496 |
| 2007-02-01 | 53.4575216951 |
| 2007-03-01 | 53.4263808419 |
| 2007-04-01 | 53.2728338980 |
| 2007-05-01 | 53.3853322563 |
| 2007-06-01 | 53.6963533189 |
| 2007-07-01 | 52.3962173275 |
| 2007-08-01 | 52.5007881847 |
| 2007-09-01 | 52.8515385238 |
| 2007-10-01 | 53.0154285238 |
| 2007-11-01 | 53.0580051991 |
| 2007-12-01 | 53.0681543915 |
| 2008-01-01 | 52.8964609228 |
| 2008-02-01 | 52.8684689863 |
| 2008-03-01 | 52.8649457891 |
| 2008-04-01 | 52.2198384976 |
| 2008-05-01 | 52.1218300984 |
| 2008-06-01 | 52.1816705590 |
| 2008-07-01 | 51.9506402461 |
| 2008-08-01 | 51.9091419405 |
| 2008-09-01 | 52.0811533124 |
| 2008-10-01 | 51.5651370139 |
| 2008-11-01 | 51.4180412739 |
| 2008-12-01 | 51.7518401768 |
| 2009-01-01 | 51.1488089068 |
| 2009-02-01 | 50.6314218922 |
| 2009-03-01 | 50.5926907273 |
| 2009-04-01 | 50.3352503146 |
| 2009-05-01 | 50.2236365903 |
| 2009-06-01 | 50.0789647959 |
| 2009-07-01 | 50.1202375182 |
| 2009-08-01 | 49.9109559264 |
| 2009-09-01 | 49.8972154810 |
| 2009-10-01 | 50.1608662949 |
| 2009-11-01 | 50.2129921338 |
| 2009-12-01 | 50.1595577211 |
| 2010-01-01 | 49.9875292579 |
| 2010-02-01 | 49.5800509558 |
| 2010-03-01 | 49.9161212003 |
| 2010-04-01 | 50.1241162778 |
| 2010-05-01 | 50.6073216856 |
| 2010-06-01 | 50.6258103410 |
| 2010-07-01 | 50.6170247260 |
| 2010-08-01 | 50.6114170337 |
| 2010-09-01 | 50.3868565454 |
| 2010-10-01 | 50.3595802439 |
| 2010-11-01 | 50.1877271579 |
| 2010-12-01 | 50.4439937851 |
| 2011-01-01 | 50.9502683010 |
| 2011-02-01 | 51.3338424096 |
| 2011-03-01 | 51.3516205865 |
| 2011-04-01 | 51.8160760314 |
| 2011-05-01 | 51.9876480028 |
| 2011-06-01 | 51.7258512781 |
| 2011-07-01 | 51.4221262488 |
| 2011-08-01 | 51.1709053408 |
| 2011-09-01 | 51.0510410332 |
| 2011-10-01 | 51.2466488225 |
| 2011-11-01 | 51.3501225958 |
| 2011-12-01 | 51.4116820215 |
| 2012-01-01 | 51.4425115761 |
| 2012-02-01 | 51.3806690037 |
| 2012-03-01 | 51.2700879158 |
| 2012-04-01 | 51.2376821501 |
| 2012-05-01 | 51.1578425329 |
| 2012-06-01 | 51.3412300627 |
| 2012-07-01 | 51.5131631748 |
| 2012-08-01 | 51.7300919275 |
| 2012-09-01 | 51.9946175476 |
| 2012-10-01 | 51.9252904818 |
| 2012-11-01 | 51.7903811398 |
| 2012-12-01 | 51.7643494896 |
| 2013-01-01 | 51.8679978949 |
| 2013-02-01 | 51.7459927938 |
| 2013-03-01 | 51.8844403509 |
| 2013-04-01 | 51.6987209413 |
| 2013-05-01 | 51.0437215531 |
| 2013-06-01 | 51.4501500000 |
| 2013-07-01 | 51.4754266923 |
| 2013-08-01 | 51.7662019833 |
| 2013-09-01 | 51.9244016124 |
| 2013-10-01 | 52.0109542206 |
| 2013-11-01 | 52.1400792793 |
| 2013-12-01 | 52.2376196124 |
| 2014-01-01 | 51.6911733922 |
| 2014-02-01 | 51.9222876706 |
| 2014-03-01 | 51.9810869660 |
| 2014-04-01 | 52.0802940711 |
| 2014-05-01 | 52.1469004292 |
| 2014-06-01 | 51.9380812735 |
| 2014-07-01 | 52.0008434934 |
| 2014-08-01 | 52.3947328338 |
| 2014-09-01 | 52.0857163140 |
| 2014-10-01 | 52.1043016226 |
| 2014-11-01 | 52.0990985387 |
| 2014-12-01 | 52.2360830839 |
| 2015-01-01 | 52.0120847217 |
| 2015-02-01 | 52.1978568397 |
| 2015-03-01 | 52.1637783598 |
| 2015-04-01 | 52.3949427053 |
| 2015-05-01 | 52.6472907028 |
| 2015-06-01 | 52.6870061213 |
| 2015-07-01 | 52.8971478446 |
| 2015-08-01 | 52.7946087947 |
| 2015-09-01 | 53.0759588692 |
| 2015-10-01 | 53.2093380151 |
| 2015-11-01 | 53.4764263203 |
| 2015-12-01 | 53.5630373072 |
| 2016-01-01 | 53.5138427417 |
| 2016-02-01 | 53.7498378650 |
| 2016-03-01 | 53.9370788011 |
| 2016-04-01 | 54.2065872331 |
| 2016-05-01 | 54.3649895302 |
| 2016-06-01 | 54.4054500320 |
| 2016-07-01 | 54.3929320610 |
| 2016-08-01 | 54.4123616917 |
| 2016-09-01 | 54.6914468711 |
| 2016-10-01 | 54.7166736250 |
| 2016-11-01 | 54.4610679701 |
| 2016-12-01 | 54.7130487271 |
| 2017-01-01 | 54.9973130062 |
| 2017-02-01 | 55.0874217885 |
| 2017-03-01 | 55.0876047182 |
| 2017-04-01 | 55.2410765478 |
| 2017-05-01 | 54.9730671846 |
| 2017-06-01 | 55.2012148230 |
| 2017-07-01 | 55.4100131949 |
| 2017-08-01 | 55.5098091110 |
| 2017-09-01 | 55.4288575763 |
| 2017-10-01 | 55.4149450484 |
| 2017-11-01 | 55.3505433912 |
| 2017-12-01 | 55.4920184838 |
| 2018-01-01 | 55.5655897695 |
| 2018-02-01 | 55.5288774904 |
| 2018-03-01 | 55.6236425455 |
| 2018-04-01 | 55.3544772562 |
| 2018-05-01 | 55.5870400043 |
| 2018-06-01 | 55.7005308887 |
| 2018-07-01 | 55.9389240677 |
| 2018-08-01 | 56.0077467418 |
| 2018-09-01 | 55.8856376239 |
| 2018-10-01 | 55.8852904604 |
| 2018-11-01 | 56.1289693481 |
| 2018-12-01 | 56.4623579844 |
| 2019-01-01 | 56.7671715869 |
| 2019-02-01 | 56.7786326453 |
| 2019-03-01 | 57.2603824713 |
| 2019-04-01 | 56.8443775232 |
| 2019-05-01 | 56.5732743027 |
| 2019-06-01 | 57.0312815782 |
| 2019-07-01 | 56.8817447444 |
| 2019-08-01 | 56.9115748630 |
| 2019-09-01 | 57.3344100898 |
| 2019-10-01 | 57.3382390654 |
| 2019-11-01 | 57.5107479009 |
| 2019-12-01 | 57.4143732587 |
| 2020-01-01 | 57.4035915222 |
| 2020-02-01 | 57.4362069845 |
| 2020-03-01 | 57.2879826282 |
| 2020-04-01 | 49.0414019112 |
| 2020-05-01 | 49.4154815862 |
| 2020-06-01 | 51.1007323212 |
| 2020-07-01 | 52.7637478375 |
| 2020-08-01 | 53.4181329688 |
| 2020-09-01 | 53.2873942321 |
| 2020-10-01 | 54.1425154270 |
| 2020-11-01 | 54.2525136096 |
| 2020-12-01 | 53.9576864275 |
| 2021-01-01 | 54.3598034344 |
| 2021-02-01 | 54.5019324499 |
| 2021-03-01 | 54.9122806007 |
| 2021-04-01 | 55.4550215892 |
| 2021-05-01 | 55.6045323819 |
| 2021-06-01 | 55.9840754472 |
| 2021-07-01 | 56.2371229074 |
| 2021-08-01 | 56.1595851327 |
| 2021-09-01 | 56.1944556418 |
| 2021-10-01 | 56.7023479854 |
| 2021-11-01 | 56.7505727899 |
| 2021-12-01 | 56.7434356965 |
| 2022-01-01 | 56.3534874137 |
| 2022-02-01 | 57.0695069707 |
| 2022-03-01 | 57.1232466825 |
| 2022-04-01 | 57.2836032552 |
| 2022-05-01 | 57.3051640126 |
| 2022-06-01 | 57.1119634650 |
| 2022-07-01 | 57.3790582202 |
| 2022-08-01 | 57.3834613432 |
| 2022-09-01 | 57.8046512979 |
| 2022-10-01 | 57.7959266774 |
| 2022-11-01 | 57.8629825814 |
| 2022-12-01 | 58.1054044913 |
| 2023-01-01 | 58.2418646529 |
| 2023-02-01 | 58.4495998938 |
| 2023-03-01 | 58.5364913083 |
| 2023-04-01 | 58.5656492698 |
| 2023-05-01 | 58.5079196243 |
| 2023-06-01 | 58.4245763103 |
| 2023-07-01 | 58.5178029002 |
| 2023-08-01 | 58.3907822133 |
| 2023-09-01 | 58.8993770349 |
| 2023-10-01 | 58.3139269541 |
| 2023-11-01 | 58.3803149194 |
| 2023-12-01 | 58.4507823970 |
| 2024-01-01 | 58.3882732882 |
| 2024-02-01 | 58.6647775178 |
| 2024-03-01 | 58.8648550300 |
| 2024-04-01 | 58.5914159991 |
| 2024-05-01 | 58.1200103190 |
| 2024-06-01 | 58.3914758646 |
| 2024-07-01 | 58.4342681847 |
| 2024-08-01 | 58.6944099302 |
| 2024-09-01 | 58.5926713635 |
| 2024-10-01 | 58.6378181749 |
| 2024-11-01 | 58.3749977211 |
| 2024-12-01 | 58.6022641163 |
| 2025-01-01 | 58.0101905702 |
| 2025-02-01 | 58.4835291542 |
| 2025-03-01 | 58.8335809147 |
| 2025-04-01 | 58.6437883609 |
| 2025-05-01 | 58.6284129248 |
| 2025-06-01 | 58.8571081062 |
| 2025-07-01 | 58.6543399476 |
| 2025-08-01 | 58.8786158509 |
| 2025-09-01 | 58.7873484520 |
| 2025-10-01 | 58.8462250201 |
| 2025-11-01 | 59.1572944524 |
| 2025-12-01 | 59.0656773807 |
| 2026-01-01 | 59.1320502955 |
| 2026-02-01 | 58.5203957029 |
| 2026-03-01 | 58.9183651738 |
| 2026-04-01 | 58.8828778852 |
| 2026-05-01 | 59.4441144322 |
| 2026-06-01 | 59.4196400629 |
| 2026-07-01 | 59.4661501691 |
| 2026-08-01 | 59.2677193568 |