Table Data - All Employees: Service-Providing in Harrisonburg, VA (MSA)
| Title | All Employees: Service-Providing in Harrisonburg, VA (MSA) |
|---|---|
| Series ID | SMU51255000700000001SA |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 9:46 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 | 26.9724544984467 |
| 1990-02-01 | 26.9470172327342 |
| 1990-03-01 | 27.0897402125700 |
| 1990-04-01 | 27.2018406636070 |
| 1990-05-01 | 27.2585433880722 |
| 1990-06-01 | 27.1547948250386 |
| 1990-07-01 | 26.8447661524438 |
| 1990-08-01 | 26.9856610865745 |
| 1990-09-01 | 27.2831752335569 |
| 1990-10-01 | 27.8532799790461 |
| 1990-11-01 | 27.2073242421093 |
| 1990-12-01 | 27.2515293116335 |
| 1991-01-01 | 27.5788421517848 |
| 1991-02-01 | 27.7457273122768 |
| 1991-03-01 | 27.8874869303083 |
| 1991-04-01 | 27.7891642082372 |
| 1991-05-01 | 27.9715999860173 |
| 1991-06-01 | 27.9534667588557 |
| 1991-07-01 | 27.6741950965035 |
| 1991-08-01 | 28.0322377743307 |
| 1991-09-01 | 28.2741856818330 |
| 1991-10-01 | 28.5508357363175 |
| 1991-11-01 | 28.7743374397548 |
| 1991-12-01 | 28.8906475739363 |
| 1992-01-01 | 28.5927625705164 |
| 1992-02-01 | 28.6470723831647 |
| 1992-03-01 | 28.6832115034015 |
| 1992-04-01 | 28.7601303620083 |
| 1992-05-01 | 28.7924332823536 |
| 1992-06-01 | 28.5231503026057 |
| 1992-07-01 | 28.9218519069633 |
| 1992-08-01 | 29.1665228491395 |
| 1992-09-01 | 29.0790557559119 |
| 1992-10-01 | 29.0777198076898 |
| 1992-11-01 | 29.1923059786329 |
| 1992-12-01 | 29.0642430298749 |
| 1993-01-01 | 29.3111403750030 |
| 1993-02-01 | 29.5581716032158 |
| 1993-03-01 | 29.3647595225466 |
| 1993-04-01 | 29.7177743077786 |
| 1993-05-01 | 29.8141332332465 |
| 1993-06-01 | 29.5834880731230 |
| 1993-07-01 | 30.1768963803148 |
| 1993-08-01 | 30.0746556608109 |
| 1993-09-01 | 30.4045388065316 |
| 1993-10-01 | 30.6019303380633 |
| 1993-11-01 | 30.4874535119771 |
| 1993-12-01 | 30.7061733198034 |
| 1994-01-01 | 30.7248883018938 |
| 1994-02-01 | 30.6497572862418 |
| 1994-03-01 | 30.8274188805120 |
| 1994-04-01 | 30.7708143451992 |
| 1994-05-01 | 30.8343648099192 |
| 1994-06-01 | 31.0481126982950 |
| 1994-07-01 | 31.1097423426602 |
| 1994-08-01 | 31.5152128994610 |
| 1994-09-01 | 31.3556204525592 |
| 1994-10-01 | 31.2444939563058 |
| 1994-11-01 | 31.4076682598498 |
| 1994-12-01 | 31.5786983448884 |
| 1995-01-01 | 31.6230843180444 |
| 1995-02-01 | 31.5243080149157 |
| 1995-03-01 | 31.7814070690191 |
| 1995-04-01 | 32.0268065474899 |
| 1995-05-01 | 32.0494050731038 |
| 1995-06-01 | 32.2185029154120 |
| 1995-07-01 | 32.2532981293653 |
| 1995-08-01 | 32.5368788624844 |
| 1995-09-01 | 32.5198127960682 |
| 1995-10-01 | 32.4796074959666 |
| 1995-11-01 | 32.6044473272047 |
| 1995-12-01 | 32.8556036660725 |
| 1996-01-01 | 32.9148867713924 |
| 1996-02-01 | 33.0620764692343 |
| 1996-03-01 | 33.3293921871785 |
| 1996-04-01 | 33.3954530184461 |
| 1996-05-01 | 33.4624553965922 |
| 1996-06-01 | 33.4086658208103 |
| 1996-07-01 | 33.0737110193445 |
| 1996-08-01 | 33.1453686638921 |
| 1996-09-01 | 33.1954420358386 |
| 1996-10-01 | 33.5081578753166 |
| 1996-11-01 | 33.6914030010316 |
| 1996-12-01 | 33.6481801626061 |
| 1997-01-01 | 33.7026613347282 |
| 1997-02-01 | 33.6886588405249 |
| 1997-03-01 | 33.7943037694509 |
| 1997-04-01 | 33.3226921441575 |
| 1997-05-01 | 33.6628791080215 |
| 1997-06-01 | 33.8068624586660 |
| 1997-07-01 | 33.9854899117739 |
| 1997-08-01 | 34.0717608911305 |
| 1997-09-01 | 34.0667377925189 |
| 1997-10-01 | 34.1254112199358 |
| 1997-11-01 | 33.9821006664288 |
| 1997-12-01 | 34.0721199314873 |
| 1998-01-01 | 34.5779978620145 |
| 1998-02-01 | 34.6038791628957 |
| 1998-03-01 | 34.4750925185442 |
| 1998-04-01 | 34.7398254233687 |
| 1998-05-01 | 34.8846272302675 |
| 1998-06-01 | 35.0282689880414 |
| 1998-07-01 | 35.2908030670675 |
| 1998-08-01 | 35.2058195022161 |
| 1998-09-01 | 35.8184574750072 |
| 1998-10-01 | 35.8944938433477 |
| 1998-11-01 | 36.2468987264096 |
| 1998-12-01 | 36.3487005424104 |
| 1999-01-01 | 36.1365936394592 |
| 1999-02-01 | 36.4258836331862 |
| 1999-03-01 | 36.5481109932797 |
| 1999-04-01 | 36.7566804843506 |
| 1999-05-01 | 36.8219818356875 |
| 1999-06-01 | 36.8681990133419 |
| 1999-07-01 | 36.7947283412644 |
| 1999-08-01 | 36.8459992989557 |
| 1999-09-01 | 36.8259977698266 |
| 1999-10-01 | 36.9740400081405 |
| 1999-11-01 | 37.2595521413172 |
| 1999-12-01 | 37.3677942012713 |
| 2000-01-01 | 37.4862601144123 |
| 2000-02-01 | 37.8946265419367 |
| 2000-03-01 | 37.8475544427292 |
| 2000-04-01 | 37.7762389466607 |
| 2000-05-01 | 38.1627817196390 |
| 2000-06-01 | 37.6821704583054 |
| 2000-07-01 | 38.5997350070229 |
| 2000-08-01 | 38.5611422173171 |
| 2000-09-01 | 38.7207840626025 |
| 2000-10-01 | 38.9436142230546 |
| 2000-11-01 | 38.9718895479707 |
| 2000-12-01 | 39.0829833168414 |
| 2001-01-01 | 39.3297686584763 |
| 2001-02-01 | 39.4893081562734 |
| 2001-03-01 | 39.7345138336861 |
| 2001-04-01 | 39.0957383069232 |
| 2001-05-01 | 39.4924635310039 |
| 2001-06-01 | 39.7240895391541 |
| 2001-07-01 | 39.5608445125808 |
| 2001-08-01 | 39.6325977072411 |
| 2001-09-01 | 39.6883325308883 |
| 2001-10-01 | 39.9343740752728 |
| 2001-11-01 | 39.8994251907544 |
| 2001-12-01 | 40.1313068734376 |
| 2002-01-01 | 40.1882643016328 |
| 2002-02-01 | 40.1147611429903 |
| 2002-03-01 | 40.3465245462729 |
| 2002-04-01 | 40.4101779073972 |
| 2002-05-01 | 40.2088625714193 |
| 2002-06-01 | 40.2357702103283 |
| 2002-07-01 | 40.3021393507324 |
| 2002-08-01 | 40.5958828104134 |
| 2002-09-01 | 40.7442533263022 |
| 2002-10-01 | 40.6374187437160 |
| 2002-11-01 | 40.5262379863623 |
| 2002-12-01 | 40.5979633796958 |
| 2003-01-01 | 40.7741576795661 |
| 2003-02-01 | 40.8312523118563 |
| 2003-03-01 | 40.9589584392788 |
| 2003-04-01 | 41.4339510266867 |
| 2003-05-01 | 41.6202721737515 |
| 2003-06-01 | 42.0742406885129 |
| 2003-07-01 | 42.0913274232362 |
| 2003-08-01 | 42.0891075212005 |
| 2003-09-01 | 41.9700440870615 |
| 2003-10-01 | 42.3260951293128 |
| 2003-11-01 | 42.6055830251751 |
| 2003-12-01 | 42.6960551621470 |
| 2004-01-01 | 43.1047716890800 |
| 2004-02-01 | 43.1377799515409 |
| 2004-03-01 | 43.5577404384228 |
| 2004-04-01 | 43.0357994410757 |
| 2004-05-01 | 43.2262145471644 |
| 2004-06-01 | 43.1831249310720 |
| 2004-07-01 | 43.4850181266845 |
| 2004-08-01 | 43.7306855592803 |
| 2004-09-01 | 44.1022804359137 |
| 2004-10-01 | 43.6140501917507 |
| 2004-11-01 | 43.7735033238937 |
| 2004-12-01 | 43.7861938699937 |
| 2005-01-01 | 43.8453639682626 |
| 2005-02-01 | 43.9596117444577 |
| 2005-03-01 | 43.9537465994708 |
| 2005-04-01 | 44.1633894473934 |
| 2005-05-01 | 44.3300587885048 |
| 2005-06-01 | 44.2959535698649 |
| 2005-07-01 | 44.6133636866856 |
| 2005-08-01 | 44.9946089680993 |
| 2005-09-01 | 44.7231452607236 |
| 2005-10-01 | 44.7866068129995 |
| 2005-11-01 | 45.1334139555701 |
| 2005-12-01 | 45.2166579869154 |
| 2006-01-01 | 45.7805164769338 |
| 2006-02-01 | 46.4772926598288 |
| 2006-03-01 | 46.7351753798122 |
| 2006-04-01 | 47.0307193769396 |
| 2006-05-01 | 47.5638486472026 |
| 2006-06-01 | 48.0492402575121 |
| 2006-07-01 | 48.7732755378952 |
| 2006-08-01 | 48.3866882658620 |
| 2006-09-01 | 48.4600029825210 |
| 2006-10-01 | 48.7916090924176 |
| 2006-11-01 | 48.2417026053473 |
| 2006-12-01 | 48.2823261928979 |
| 2007-01-01 | 47.6982568584557 |
| 2007-02-01 | 47.6004121733462 |
| 2007-03-01 | 47.7314374363214 |
| 2007-04-01 | 47.6955154792276 |
| 2007-05-01 | 47.5848519114097 |
| 2007-06-01 | 48.1458259433277 |
| 2007-07-01 | 47.1856330724909 |
| 2007-08-01 | 47.4198266591798 |
| 2007-09-01 | 47.6327668556562 |
| 2007-10-01 | 47.6782981012103 |
| 2007-11-01 | 47.8391594163910 |
| 2007-12-01 | 47.8246369689877 |
| 2008-01-01 | 47.9865857139908 |
| 2008-02-01 | 47.9185093847010 |
| 2008-03-01 | 47.9557513648204 |
| 2008-04-01 | 47.4976833394181 |
| 2008-05-01 | 46.9970543254334 |
| 2008-06-01 | 47.6535124661529 |
| 2008-07-01 | 47.5819063900184 |
| 2008-08-01 | 47.7122491823781 |
| 2008-09-01 | 47.8459856076323 |
| 2008-10-01 | 47.5487892017016 |
| 2008-11-01 | 47.5236771157406 |
| 2008-12-01 | 47.7011543872379 |
| 2009-01-01 | 47.4410606911835 |
| 2009-02-01 | 46.9942506168424 |
| 2009-03-01 | 46.9792034863376 |
| 2009-04-01 | 46.9954882148777 |
| 2009-05-01 | 46.9323968198553 |
| 2009-06-01 | 46.7849641567803 |
| 2009-07-01 | 46.8616177516721 |
| 2009-08-01 | 46.7303344657312 |
| 2009-09-01 | 46.6462529946871 |
| 2009-10-01 | 47.0285921659409 |
| 2009-11-01 | 47.0229260104099 |
| 2009-12-01 | 47.0220510063874 |
| 2010-01-01 | 46.6757739617630 |
| 2010-02-01 | 46.3504469085534 |
| 2010-03-01 | 46.8000869225296 |
| 2010-04-01 | 46.9671380605151 |
| 2010-05-01 | 47.2729914796378 |
| 2010-06-01 | 47.7989743442511 |
| 2010-07-01 | 47.8109680865139 |
| 2010-08-01 | 47.7158462223256 |
| 2010-09-01 | 47.6254497082092 |
| 2010-10-01 | 47.5697859655290 |
| 2010-11-01 | 47.8596999078781 |
| 2010-12-01 | 47.8190628958996 |
| 2011-01-01 | 48.4371647301114 |
| 2011-02-01 | 48.8522502737951 |
| 2011-03-01 | 48.9050990335931 |
| 2011-04-01 | 49.4302302380879 |
| 2011-05-01 | 49.3493867204765 |
| 2011-06-01 | 49.1326107648190 |
| 2011-07-01 | 48.8514057925966 |
| 2011-08-01 | 48.4658451872674 |
| 2011-09-01 | 48.7552434311575 |
| 2011-10-01 | 48.9867854677864 |
| 2011-11-01 | 48.9840998857704 |
| 2011-12-01 | 49.0985039134637 |
| 2012-01-01 | 49.3309312865820 |
| 2012-02-01 | 49.4006471529259 |
| 2012-03-01 | 49.4328107743918 |
| 2012-04-01 | 49.4842497629129 |
| 2012-05-01 | 49.1772250857022 |
| 2012-06-01 | 49.4521904721175 |
| 2012-07-01 | 49.5539534380764 |
| 2012-08-01 | 49.8253507606876 |
| 2012-09-01 | 50.3631275900632 |
| 2012-10-01 | 50.3056324547272 |
| 2012-11-01 | 50.0840043730438 |
| 2012-12-01 | 50.0669410949037 |
| 2013-01-01 | 50.4561710863900 |
| 2013-02-01 | 50.2836954786218 |
| 2013-03-01 | 50.3547500787245 |
| 2013-04-01 | 50.1819824524162 |
| 2013-05-01 | 49.2101639809723 |
| 2013-06-01 | 49.9458602147173 |
| 2013-07-01 | 49.9892839031834 |
| 2013-08-01 | 50.3402054461478 |
| 2013-09-01 | 50.4460160650191 |
| 2013-10-01 | 50.5714985742600 |
| 2013-11-01 | 50.8160658128285 |
| 2013-12-01 | 50.8520146030729 |
| 2014-01-01 | 50.2802820815794 |
| 2014-02-01 | 50.3129518737394 |
| 2014-03-01 | 50.2747832449670 |
| 2014-04-01 | 50.5088320060032 |
| 2014-05-01 | 50.6473076550901 |
| 2014-06-01 | 50.6342175934932 |
| 2014-07-01 | 50.7745584699613 |
| 2014-08-01 | 50.8372733274782 |
| 2014-09-01 | 50.8638517572206 |
| 2014-10-01 | 50.8618728053558 |
| 2014-11-01 | 50.8773773847029 |
| 2014-12-01 | 51.0613980304836 |
| 2015-01-01 | 50.8106283251616 |
| 2015-02-01 | 51.1405804740232 |
| 2015-03-01 | 51.0677113162101 |
| 2015-04-01 | 51.1476193154508 |
| 2015-05-01 | 51.5725533318449 |
| 2015-06-01 | 51.7036813687740 |
| 2015-07-01 | 52.1259090391925 |
| 2015-08-01 | 51.3249250290431 |
| 2015-09-01 | 51.7962622948441 |
| 2015-10-01 | 51.9583664578886 |
| 2015-11-01 | 52.2454680852072 |
| 2015-12-01 | 52.4122760123832 |
| 2016-01-01 | 52.0241730269506 |
| 2016-02-01 | 52.4200642355931 |
| 2016-03-01 | 52.7156195556812 |
| 2016-04-01 | 53.0603919371744 |
| 2016-05-01 | 53.1054107626409 |
| 2016-06-01 | 53.2712406362829 |
| 2016-07-01 | 53.1739946949295 |
| 2016-08-01 | 53.0430108066816 |
| 2016-09-01 | 53.4555593342412 |
| 2016-10-01 | 53.3556787270548 |
| 2016-11-01 | 52.9415430573978 |
| 2016-12-01 | 53.4012107674963 |
| 2017-01-01 | 53.6183069444516 |
| 2017-02-01 | 53.5864844242777 |
| 2017-03-01 | 53.6451423462966 |
| 2017-04-01 | 53.8152577587628 |
| 2017-05-01 | 53.5311954986959 |
| 2017-06-01 | 53.4809552151556 |
| 2017-07-01 | 53.9287484546405 |
| 2017-08-01 | 53.7992629987609 |
| 2017-09-01 | 53.7374532387213 |
| 2017-10-01 | 53.7474112087698 |
| 2017-11-01 | 53.7416488642300 |
| 2017-12-01 | 53.9399855394643 |
| 2018-01-01 | 54.0183184714540 |
| 2018-02-01 | 53.8586651458812 |
| 2018-03-01 | 53.8741172292202 |
| 2018-04-01 | 53.6844514216638 |
| 2018-05-01 | 53.8668385144387 |
| 2018-06-01 | 53.6865445499202 |
| 2018-07-01 | 53.8605669082815 |
| 2018-08-01 | 53.7726955630947 |
| 2018-09-01 | 53.8624978066405 |
| 2018-10-01 | 53.8277684482743 |
| 2018-11-01 | 53.3538194089668 |
| 2018-12-01 | 53.6588101194625 |
| 2019-01-01 | 54.6718617371219 |
| 2019-02-01 | 54.5394406114012 |
| 2019-03-01 | 54.7343752028825 |
| 2019-04-01 | 54.6454420343558 |
| 2019-05-01 | 54.3849962383268 |
| 2019-06-01 | 54.4719509349064 |
| 2019-07-01 | 54.1987317162698 |
| 2019-08-01 | 54.0387232617493 |
| 2019-09-01 | 54.8979320384090 |
| 2019-10-01 | 54.8676631003115 |
| 2019-11-01 | 55.2215821927541 |
| 2019-12-01 | 55.2167612405700 |
| 2020-01-01 | 55.3067269641146 |
| 2020-02-01 | 55.0164510599112 |
| 2020-03-01 | 54.2260511248927 |
| 2020-04-01 | 46.6200023215080 |
| 2020-05-01 | 47.0585683965650 |
| 2020-06-01 | 49.1683531347694 |
| 2020-07-01 | 50.5036926149668 |
| 2020-08-01 | 51.7217189213196 |
| 2020-09-01 | 51.0905005555715 |
| 2020-10-01 | 51.3383486585813 |
| 2020-11-01 | 51.5567755385967 |
| 2020-12-01 | 51.4756900494494 |
| 2021-01-01 | 51.9604684771310 |
| 2021-02-01 | 52.1544402356865 |
| 2021-03-01 | 52.7521140534576 |
| 2021-04-01 | 53.2633459317113 |
| 2021-05-01 | 53.5248676887573 |
| 2021-06-01 | 54.0183830503818 |
| 2021-07-01 | 54.5730862191604 |
| 2021-08-01 | 54.8055911819640 |
| 2021-09-01 | 54.5653115072552 |
| 2021-10-01 | 54.9669406664524 |
| 2021-11-01 | 55.0333415245063 |
| 2021-12-01 | 54.9982157939328 |
| 2022-01-01 | 54.5805715474520 |
| 2022-02-01 | 55.3177078423029 |
| 2022-03-01 | 55.3284661644671 |
| 2022-04-01 | 55.6207409502437 |
| 2022-05-01 | 55.6232346630970 |
| 2022-06-01 | 55.9003062878326 |
| 2022-07-01 | 55.8609640903980 |
| 2022-08-01 | 55.7294729838029 |
| 2022-09-01 | 55.6597754776668 |
| 2022-10-01 | 56.0690241608087 |
| 2022-11-01 | 56.0733690742688 |
| 2022-12-01 | 56.4192940463457 |
| 2023-01-01 | 56.3872510172539 |
| 2023-02-01 | 56.7151765659104 |
| 2023-03-01 | 56.7248624076827 |
| 2023-04-01 | 56.5997095600979 |
| 2023-05-01 | 56.7923522092667 |
| 2023-06-01 | 56.6650752022955 |
| 2023-07-01 | 56.7660635649932 |
| 2023-08-01 | 56.6721888787527 |
| 2023-09-01 | 57.0326163993852 |
| 2023-10-01 | 56.7712210006481 |
| 2023-11-01 | 56.9047030170609 |
| 2023-12-01 | 57.3585446259073 |
| 2024-01-01 | 57.2519962789458 |
| 2024-02-01 | 57.4373865670161 |
| 2024-03-01 | 58.0007764207862 |
| 2024-04-01 | 57.1872457234896 |
| 2024-05-01 | 56.6470236958875 |
| 2024-06-01 | 56.8280142604047 |
| 2024-07-01 | 56.9906215240893 |
| 2024-08-01 | 57.0247960207827 |
| 2024-09-01 | 56.9997335508298 |
| 2024-10-01 | 56.5953280055436 |
| 2024-11-01 | 56.4328278261510 |
| 2024-12-01 | 56.4357826772011 |
| 2025-01-01 | 56.2197490194701 |
| 2025-02-01 | 56.4929536356762 |
| 2025-03-01 | 56.7136135788744 |
| 2025-04-01 | 57.0069382211222 |
| 2025-05-01 | 56.9081220948323 |
| 2025-06-01 | 57.2172207018334 |
| 2025-07-01 | 56.9123161855042 |
| 2025-08-01 | 57.5942996375570 |
| 2025-09-01 | 56.9656688740871 |
| 2025-10-01 | 57.2871238936060 |
| 2025-11-01 | 57.4050646447765 |
| 2025-12-01 | 57.2100631283567 |
| 2026-01-01 | 57.1809491895614 |
| 2026-02-01 | 56.4484332696789 |
| 2026-03-01 | 56.9056875039011 |
| 2026-04-01 | 56.5211877913255 |
| 2026-05-01 | 57.1905394299056 |