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 2026-06-01 |
| Last Updated | 2026-07-22 9:39 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 | 26.9856610865744 |
| 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 | 28.0322377743306 |
| 1991-09-01 | 28.2741856818330 |
| 1991-10-01 | 28.5508357363175 |
| 1991-11-01 | 28.7743374397548 |
| 1991-12-01 | 28.8906475739364 |
| 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 | 29.0642430298750 |
| 1993-01-01 | 29.3111403750030 |
| 1993-02-01 | 29.5581716032159 |
| 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 | 30.0746556608108 |
| 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 | 33.4086658208102 |
| 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 | 34.0667377925190 |
| 1997-10-01 | 34.1254112199358 |
| 1997-11-01 | 33.9821006664288 |
| 1997-12-01 | 34.0721199314873 |
| 1998-01-01 | 34.5779978620144 |
| 1998-02-01 | 34.6038791628955 |
| 1998-03-01 | 34.4750925185441 |
| 1998-04-01 | 34.7398254233688 |
| 1998-05-01 | 34.8846272302678 |
| 1998-06-01 | 35.0282689880418 |
| 1998-07-01 | 35.2908030670678 |
| 1998-08-01 | 35.2058195022161 |
| 1998-09-01 | 35.8184574750070 |
| 1998-10-01 | 35.8944938433475 |
| 1998-11-01 | 36.2468987264092 |
| 1998-12-01 | 36.3487005424100 |
| 1999-01-01 | 36.1365936394588 |
| 1999-02-01 | 36.4258836331857 |
| 1999-03-01 | 36.5481109932796 |
| 1999-04-01 | 36.7566804843513 |
| 1999-05-01 | 36.8219818356889 |
| 1999-06-01 | 36.8681990133434 |
| 1999-07-01 | 36.7947283412652 |
| 1999-08-01 | 36.8459992989553 |
| 1999-09-01 | 36.8259977698254 |
| 1999-10-01 | 36.9740400081391 |
| 1999-11-01 | 37.2595521413160 |
| 1999-12-01 | 37.3677942012701 |
| 2000-01-01 | 37.4862601144113 |
| 2000-02-01 | 37.8946265419364 |
| 2000-03-01 | 37.8475544427301 |
| 2000-04-01 | 37.7762389466623 |
| 2000-05-01 | 38.1627817196404 |
| 2000-06-01 | 37.6821704583150 |
| 2000-07-01 | 38.5997350070223 |
| 2000-08-01 | 38.5611422173156 |
| 2000-09-01 | 38.7207840625929 |
| 2000-10-01 | 38.9436142230524 |
| 2000-11-01 | 38.9718895479692 |
| 2000-12-01 | 39.0829833168397 |
| 2001-01-01 | 39.3297686584741 |
| 2001-02-01 | 39.4893081562717 |
| 2001-03-01 | 39.7345138336967 |
| 2001-04-01 | 39.0957383069264 |
| 2001-05-01 | 39.4924635310074 |
| 2001-06-01 | 39.7240895391749 |
| 2001-07-01 | 39.5608445125781 |
| 2001-08-01 | 39.6325977072333 |
| 2001-09-01 | 39.6883325308568 |
| 2001-10-01 | 39.9343740752647 |
| 2001-11-01 | 39.8994251907548 |
| 2001-12-01 | 40.1313068734443 |
| 2002-01-01 | 40.1882643016400 |
| 2002-02-01 | 40.1147611429957 |
| 2002-03-01 | 40.3465245462926 |
| 2002-04-01 | 40.4101779073941 |
| 2002-05-01 | 40.2088625714188 |
| 2002-06-01 | 40.2357702103578 |
| 2002-07-01 | 40.3021393507219 |
| 2002-08-01 | 40.5958828103684 |
| 2002-09-01 | 40.7442533262346 |
| 2002-10-01 | 40.6374187436991 |
| 2002-11-01 | 40.5262379863862 |
| 2002-12-01 | 40.5979633798053 |
| 2003-01-01 | 40.7741576796452 |
| 2003-02-01 | 40.8312523118820 |
| 2003-03-01 | 40.9589584392479 |
| 2003-04-01 | 41.4339510265817 |
| 2003-05-01 | 41.6202721736732 |
| 2003-06-01 | 42.0742406885200 |
| 2003-07-01 | 42.0913274232280 |
| 2003-08-01 | 42.0891075211282 |
| 2003-09-01 | 41.9700440869913 |
| 2003-10-01 | 42.3260951292244 |
| 2003-11-01 | 42.6055830253087 |
| 2003-12-01 | 42.6960551624909 |
| 2004-01-01 | 43.1047716895784 |
| 2004-02-01 | 43.1377799515169 |
| 2004-03-01 | 43.5577404381771 |
| 2004-04-01 | 43.0357994406946 |
| 2004-05-01 | 43.2262145468592 |
| 2004-06-01 | 43.1831249306988 |
| 2004-07-01 | 43.4850181271889 |
| 2004-08-01 | 43.7306855590316 |
| 2004-09-01 | 44.1022804355973 |
| 2004-10-01 | 43.6140501914662 |
| 2004-11-01 | 43.7735033242485 |
| 2004-12-01 | 43.7861938707403 |
| 2005-01-01 | 43.8453639695900 |
| 2005-02-01 | 43.9596117452461 |
| 2005-03-01 | 43.9537466001739 |
| 2005-04-01 | 44.1633894444839 |
| 2005-05-01 | 44.3300587883615 |
| 2005-06-01 | 44.2959535689368 |
| 2005-07-01 | 44.6133636871677 |
| 2005-08-01 | 44.9946089669744 |
| 2005-09-01 | 44.7231452596690 |
| 2005-10-01 | 44.7866068121313 |
| 2005-11-01 | 45.1334139559530 |
| 2005-12-01 | 45.2166579898755 |
| 2006-01-01 | 45.7805164794978 |
| 2006-02-01 | 46.4772926624456 |
| 2006-03-01 | 46.7351753828325 |
| 2006-04-01 | 47.0307193722596 |
| 2006-05-01 | 47.5638486473374 |
| 2006-06-01 | 48.0492402545579 |
| 2006-07-01 | 48.7732755361363 |
| 2006-08-01 | 48.3866882609588 |
| 2006-09-01 | 48.4600029786273 |
| 2006-10-01 | 48.7916090907280 |
| 2006-11-01 | 48.2417026068245 |
| 2006-12-01 | 48.2823261998405 |
| 2007-01-01 | 47.6982568631622 |
| 2007-02-01 | 47.6004121822209 |
| 2007-03-01 | 47.7314374422395 |
| 2007-04-01 | 47.6955154756497 |
| 2007-05-01 | 47.5848519162705 |
| 2007-06-01 | 48.1458259252215 |
| 2007-07-01 | 47.1856330674370 |
| 2007-08-01 | 47.4198266514938 |
| 2007-09-01 | 47.6327668500177 |
| 2007-10-01 | 47.6782980951559 |
| 2007-11-01 | 47.8391594097717 |
| 2007-12-01 | 47.8246370120150 |
| 2008-01-01 | 47.9865857071837 |
| 2008-02-01 | 47.9185093850878 |
| 2008-03-01 | 47.9557513574565 |
| 2008-04-01 | 47.4976833641148 |
| 2008-05-01 | 46.9970543249770 |
| 2008-06-01 | 47.6535124387492 |
| 2008-07-01 | 47.5819064049886 |
| 2008-08-01 | 47.7122491745259 |
| 2008-09-01 | 47.8459856147527 |
| 2008-10-01 | 47.5487891842921 |
| 2008-11-01 | 47.5236770769537 |
| 2008-12-01 | 47.7011544367792 |
| 2009-01-01 | 47.4410606573379 |
| 2009-02-01 | 46.9942506085170 |
| 2009-03-01 | 46.9792034726208 |
| 2009-04-01 | 46.9954882763071 |
| 2009-05-01 | 46.9323968323191 |
| 2009-06-01 | 46.7849641465094 |
| 2009-07-01 | 46.8616178158608 |
| 2009-08-01 | 46.7303344784198 |
| 2009-09-01 | 46.6462530517784 |
| 2009-10-01 | 47.0285920641944 |
| 2009-11-01 | 47.0229258287498 |
| 2009-12-01 | 47.0220509642353 |
| 2010-01-01 | 46.6757738747367 |
| 2010-02-01 | 46.3504469548309 |
| 2010-03-01 | 46.8000870643343 |
| 2010-04-01 | 46.9671383697606 |
| 2010-05-01 | 47.2729916715130 |
| 2010-06-01 | 47.7989743666677 |
| 2010-07-01 | 47.8109679999776 |
| 2010-08-01 | 47.7158459459110 |
| 2010-09-01 | 47.6254495564852 |
| 2010-10-01 | 47.5697857757687 |
| 2010-11-01 | 47.8596992365852 |
| 2010-12-01 | 47.8190627523101 |
| 2011-01-01 | 48.4371651078029 |
| 2011-02-01 | 48.8522507576839 |
| 2011-03-01 | 48.9050995789030 |
| 2011-04-01 | 49.4302310102293 |
| 2011-05-01 | 49.3493872686685 |
| 2011-06-01 | 49.1326107789473 |
| 2011-07-01 | 48.8514053041427 |
| 2011-08-01 | 48.4658442270045 |
| 2011-09-01 | 48.7552424106771 |
| 2011-10-01 | 48.9867845758112 |
| 2011-11-01 | 48.9840984639728 |
| 2011-12-01 | 49.0985038641599 |
| 2012-01-01 | 49.3309327180371 |
| 2012-02-01 | 49.4006488983450 |
| 2012-03-01 | 49.4328122384335 |
| 2012-04-01 | 49.4842509857278 |
| 2012-05-01 | 49.1772263847600 |
| 2012-06-01 | 49.4521919947588 |
| 2012-07-01 | 49.5539515671076 |
| 2012-08-01 | 49.8253454619079 |
| 2012-09-01 | 50.3631268948193 |
| 2012-10-01 | 50.3056306365740 |
| 2012-11-01 | 50.0840002691027 |
| 2012-12-01 | 50.0669383146168 |
| 2013-01-01 | 50.4561826715961 |
| 2013-02-01 | 50.2836966986358 |
| 2013-03-01 | 50.3547518102232 |
| 2013-04-01 | 50.1819841784170 |
| 2013-05-01 | 49.2101664601268 |
| 2013-06-01 | 49.9458632125193 |
| 2013-07-01 | 49.9892796419114 |
| 2013-08-01 | 50.3401950258266 |
| 2013-09-01 | 50.4460159640286 |
| 2013-10-01 | 50.5714978377549 |
| 2013-11-01 | 50.8160476583979 |
| 2013-12-01 | 50.8520133568794 |
| 2014-01-01 | 50.2803069972737 |
| 2014-02-01 | 50.3129552135770 |
| 2014-03-01 | 50.2747883156110 |
| 2014-04-01 | 50.5088385791242 |
| 2014-05-01 | 50.6473143433447 |
| 2014-06-01 | 50.6342221255314 |
| 2014-07-01 | 50.7745484646475 |
| 2014-08-01 | 50.8372518542587 |
| 2014-09-01 | 50.8638441978691 |
| 2014-10-01 | 50.8618639846660 |
| 2014-11-01 | 50.8773351298923 |
| 2014-12-01 | 51.0613905127705 |
| 2015-01-01 | 50.8106659519470 |
| 2015-02-01 | 51.1405997223966 |
| 2015-03-01 | 51.0677467510960 |
| 2015-04-01 | 51.1476636536282 |
| 2015-05-01 | 51.5725876349088 |
| 2015-06-01 | 51.7036887481559 |
| 2015-07-01 | 52.1258740063576 |
| 2015-08-01 | 51.3248614401436 |
| 2015-09-01 | 51.7962078845942 |
| 2015-10-01 | 51.9583135116858 |
| 2015-11-01 | 52.2453934170940 |
| 2015-12-01 | 52.4122353958297 |
| 2016-01-01 | 52.0242472395418 |
| 2016-02-01 | 52.4201255797516 |
| 2016-03-01 | 52.7157410068196 |
| 2016-04-01 | 53.0605355802197 |
| 2016-05-01 | 53.1055265736988 |
| 2016-06-01 | 53.2712886071030 |
| 2016-07-01 | 53.1738890416830 |
| 2016-08-01 | 53.0427592665041 |
| 2016-09-01 | 53.4554360596549 |
| 2016-10-01 | 53.3555423198329 |
| 2016-11-01 | 52.9414114024735 |
| 2016-12-01 | 53.4011195649334 |
| 2017-01-01 | 53.6184205132467 |
| 2017-02-01 | 53.5865607958932 |
| 2017-03-01 | 53.6455196013887 |
| 2017-04-01 | 53.8155473401766 |
| 2017-05-01 | 53.5316973257051 |
| 2017-06-01 | 53.4806893292908 |
| 2017-07-01 | 53.9287800876577 |
| 2017-08-01 | 53.7985917073911 |
| 2017-09-01 | 53.7371714208346 |
| 2017-10-01 | 53.7471571173370 |
| 2017-11-01 | 53.7414747623035 |
| 2017-12-01 | 53.9398699520173 |
| 2018-01-01 | 54.0184962194276 |
| 2018-02-01 | 53.8588033823981 |
| 2018-03-01 | 53.8747842707881 |
| 2018-04-01 | 53.6849049536299 |
| 2018-05-01 | 53.8677411723618 |
| 2018-06-01 | 53.6859627537609 |
| 2018-07-01 | 53.8607183636777 |
| 2018-08-01 | 53.7715791456578 |
| 2018-09-01 | 53.8620323482184 |
| 2018-10-01 | 53.8273779937642 |
| 2018-11-01 | 53.3535747761521 |
| 2018-12-01 | 53.6586555687776 |
| 2019-01-01 | 54.6722735558546 |
| 2019-02-01 | 54.5396404860007 |
| 2019-03-01 | 54.7353427858064 |
| 2019-04-01 | 54.6460451020952 |
| 2019-05-01 | 54.3862348538539 |
| 2019-06-01 | 54.4709329861385 |
| 2019-07-01 | 54.1989846341324 |
| 2019-08-01 | 54.0372710829278 |
| 2019-09-01 | 54.8972900403690 |
| 2019-10-01 | 54.8671755157756 |
| 2019-11-01 | 55.2212970180950 |
| 2019-12-01 | 55.2165927337335 |
| 2020-01-01 | 55.3074119332926 |
| 2020-02-01 | 55.0168178185815 |
| 2020-03-01 | 54.2272073687496 |
| 2020-04-01 | 46.6206222112421 |
| 2020-05-01 | 47.0596181486411 |
| 2020-06-01 | 49.1672966625903 |
| 2020-07-01 | 50.5037441001001 |
| 2020-08-01 | 51.7201480963012 |
| 2020-09-01 | 51.0896925923432 |
| 2020-10-01 | 51.3376188495912 |
| 2020-11-01 | 51.5561976297871 |
| 2020-12-01 | 51.4754817640359 |
| 2021-01-01 | 51.9616040303200 |
| 2021-02-01 | 52.1554312376338 |
| 2021-03-01 | 52.7545504244648 |
| 2021-04-01 | 53.2647178113404 |
| 2021-05-01 | 53.5268346646923 |
| 2021-06-01 | 54.0146466317775 |
| 2021-07-01 | 54.5724618844552 |
| 2021-08-01 | 54.8031063077447 |
| 2021-09-01 | 54.5636684286789 |
| 2021-10-01 | 54.9652878398774 |
| 2021-11-01 | 55.0322777142032 |
| 2021-12-01 | 54.9984626175250 |
| 2022-01-01 | 54.5825136228528 |
| 2022-02-01 | 55.3214285317156 |
| 2022-03-01 | 55.3343628157019 |
| 2022-04-01 | 55.6241831618786 |
| 2022-05-01 | 55.6256847170669 |
| 2022-06-01 | 55.8926913251934 |
| 2022-07-01 | 55.8572714322323 |
| 2022-08-01 | 55.7245104956637 |
| 2022-09-01 | 55.6561335842759 |
| 2022-10-01 | 56.0657073241809 |
| 2022-11-01 | 56.0710439298474 |
| 2022-12-01 | 56.4198641911233 |
| 2023-01-01 | 56.3912356836268 |
| 2023-02-01 | 56.7239303799737 |
| 2023-03-01 | 56.7386715704334 |
| 2023-04-01 | 56.6074779112219 |
| 2023-05-01 | 56.8027286831618 |
| 2023-06-01 | 56.6412194932491 |
| 2023-07-01 | 56.7561658762005 |
| 2023-08-01 | 56.6632933849948 |
| 2023-09-01 | 57.0261242189582 |
| 2023-10-01 | 56.7658202497289 |
| 2023-11-01 | 56.9016585886400 |
| 2023-12-01 | 57.3607925544063 |
| 2024-01-01 | 57.2596347551518 |
| 2024-02-01 | 57.4532032508126 |
| 2024-03-01 | 58.0246337141974 |
| 2024-04-01 | 57.2031266422487 |
| 2024-05-01 | 56.6688694678547 |
| 2024-06-01 | 56.7759140849649 |
| 2024-07-01 | 56.9737071817896 |
| 2024-08-01 | 57.0118515479972 |
| 2024-09-01 | 56.9906904159919 |
| 2024-10-01 | 56.5884541749812 |
| 2024-11-01 | 56.4297772136464 |
| 2024-12-01 | 56.4400019519196 |
| 2025-01-01 | 56.2314186786055 |
| 2025-02-01 | 56.5151596065495 |
| 2025-03-01 | 56.7471267138709 |
| 2025-04-01 | 57.0315923042586 |
| 2025-05-01 | 56.9453018990089 |
| 2025-06-01 | 57.1285793620159 |
| 2025-07-01 | 56.8895909399688 |
| 2025-08-01 | 57.5780237438967 |
| 2025-09-01 | 56.9548880981711 |
| 2025-10-01 | 57.2793460625115 |
| 2025-11-01 | 57.4031368043472 |
| 2025-12-01 | 57.2177029863235 |
| 2026-01-01 | 57.1975126439036 |
| 2026-02-01 | 56.4771840045674 |
| 2026-03-01 | 56.9474546480934 |
| 2026-04-01 | 56.5545043255751 |
| 2026-05-01 | 57.3402250340730 |
| 2026-06-01 | 57.5924531882956 |