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 2026-07-01 |
| Last Updated | 2026-08-21 6:36 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 | 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 | 27.2515293116336 |
| 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 | 29.5581716032158 |
| 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 | 30.0746556608108 |
| 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 | 34.0721199314872 |
| 1998-01-01 | 34.5779978620143 |
| 1998-02-01 | 34.6038791628954 |
| 1998-03-01 | 34.4750925185441 |
| 1998-04-01 | 34.7398254233688 |
| 1998-05-01 | 34.8846272302680 |
| 1998-06-01 | 35.0282689880420 |
| 1998-07-01 | 35.2908030670679 |
| 1998-08-01 | 35.2058195022161 |
| 1998-09-01 | 35.8184574750070 |
| 1998-10-01 | 35.8944938433473 |
| 1998-11-01 | 36.2468987264091 |
| 1998-12-01 | 36.3487005424098 |
| 1999-01-01 | 36.1365936394586 |
| 1999-02-01 | 36.4258836331854 |
| 1999-03-01 | 36.5481109932795 |
| 1999-04-01 | 36.7566804843515 |
| 1999-05-01 | 36.8219818356897 |
| 1999-06-01 | 36.8681990133442 |
| 1999-07-01 | 36.7947283412657 |
| 1999-08-01 | 36.8459992989552 |
| 1999-09-01 | 36.8259977698248 |
| 1999-10-01 | 36.9740400081384 |
| 1999-11-01 | 37.2595521413155 |
| 1999-12-01 | 37.3677942012695 |
| 2000-01-01 | 37.4862601144108 |
| 2000-02-01 | 37.8946265419361 |
| 2000-03-01 | 37.8475544427303 |
| 2000-04-01 | 37.7762389466630 |
| 2000-05-01 | 38.1627817196411 |
| 2000-06-01 | 37.6821704583203 |
| 2000-07-01 | 38.5997350070220 |
| 2000-08-01 | 38.5611422173148 |
| 2000-09-01 | 38.7207840625876 |
| 2000-10-01 | 38.9436142230516 |
| 2000-11-01 | 38.9718895479687 |
| 2000-12-01 | 39.0829833168392 |
| 2001-01-01 | 39.3297686584732 |
| 2001-02-01 | 39.4893081562711 |
| 2001-03-01 | 39.7345138337006 |
| 2001-04-01 | 39.0957383069283 |
| 2001-05-01 | 39.4924635310094 |
| 2001-06-01 | 39.7240895391858 |
| 2001-07-01 | 39.5608445125757 |
| 2001-08-01 | 39.6325977072279 |
| 2001-09-01 | 39.6883325308390 |
| 2001-10-01 | 39.9343740752612 |
| 2001-11-01 | 39.8994251907583 |
| 2001-12-01 | 40.1313068734522 |
| 2002-01-01 | 40.1882643016465 |
| 2002-02-01 | 40.1147611429973 |
| 2002-03-01 | 40.3465245462924 |
| 2002-04-01 | 40.4101779073862 |
| 2002-05-01 | 40.2088625714187 |
| 2002-06-01 | 40.2357702103799 |
| 2002-07-01 | 40.3021393507231 |
| 2002-08-01 | 40.5958828103498 |
| 2002-09-01 | 40.7442533261953 |
| 2002-10-01 | 40.6374187436854 |
| 2002-11-01 | 40.5262379864008 |
| 2002-12-01 | 40.5979633798768 |
| 2003-01-01 | 40.7741576796894 |
| 2003-02-01 | 40.8312523118867 |
| 2003-03-01 | 40.9589584392002 |
| 2003-04-01 | 41.4339510265026 |
| 2003-05-01 | 41.6202721736337 |
| 2003-06-01 | 42.0742406885566 |
| 2003-07-01 | 42.0913274232679 |
| 2003-08-01 | 42.0891075211124 |
| 2003-09-01 | 41.9700440869483 |
| 2003-10-01 | 42.3260951291723 |
| 2003-11-01 | 42.6055830253403 |
| 2003-12-01 | 42.6960551626444 |
| 2004-01-01 | 43.1047716899417 |
| 2004-02-01 | 43.1377799514308 |
| 2004-03-01 | 43.5577404379752 |
| 2004-04-01 | 43.0357994404387 |
| 2004-05-01 | 43.2262145466530 |
| 2004-06-01 | 43.1831249305230 |
| 2004-07-01 | 43.4850181278224 |
| 2004-08-01 | 43.7306855588873 |
| 2004-09-01 | 44.1022804354262 |
| 2004-10-01 | 43.6140501913449 |
| 2004-11-01 | 43.7735033243590 |
| 2004-12-01 | 43.7861938710120 |
| 2005-01-01 | 43.8453639704145 |
| 2005-02-01 | 43.9596117453926 |
| 2005-03-01 | 43.9537466002783 |
| 2005-04-01 | 44.1633894428812 |
| 2005-05-01 | 44.3300587882382 |
| 2005-06-01 | 44.2959535684844 |
| 2005-07-01 | 44.6133636881008 |
| 2005-08-01 | 44.9946089663129 |
| 2005-09-01 | 44.7231452592031 |
| 2005-10-01 | 44.7866068120289 |
| 2005-11-01 | 45.1334139565381 |
| 2005-12-01 | 45.2166579916668 |
| 2006-01-01 | 45.7805164816129 |
| 2006-02-01 | 46.4772926630077 |
| 2006-03-01 | 46.7351753826335 |
| 2006-04-01 | 47.0307193680006 |
| 2006-05-01 | 47.5638486462464 |
| 2006-06-01 | 48.0492402532059 |
| 2006-07-01 | 48.7732755374315 |
| 2006-08-01 | 48.3866882597293 |
| 2006-09-01 | 48.4600029778244 |
| 2006-10-01 | 48.7916090911870 |
| 2006-11-01 | 48.2417026086742 |
| 2006-12-01 | 48.2823262043114 |
| 2007-01-01 | 47.6982568667895 |
| 2007-02-01 | 47.6004121842703 |
| 2007-03-01 | 47.7314374405078 |
| 2007-04-01 | 47.6955154682082 |
| 2007-05-01 | 47.5848519158947 |
| 2007-06-01 | 48.1458259229191 |
| 2007-07-01 | 47.1856330688307 |
| 2007-08-01 | 47.4198266480042 |
| 2007-09-01 | 47.6327668447614 |
| 2007-10-01 | 47.6782980928545 |
| 2007-11-01 | 47.8391594118639 |
| 2007-12-01 | 47.8246370272943 |
| 2008-01-01 | 47.9865857139220 |
| 2008-02-01 | 47.9185093949885 |
| 2008-03-01 | 47.9557513652090 |
| 2008-04-01 | 47.4976833288522 |
| 2008-05-01 | 46.9970543339513 |
| 2008-06-01 | 47.6535124382284 |
| 2008-07-01 | 47.5819064003170 |
| 2008-08-01 | 47.7122491582674 |
| 2008-09-01 | 47.8459856010626 |
| 2008-10-01 | 47.5487891819782 |
| 2008-11-01 | 47.5236770873977 |
| 2008-12-01 | 47.7011544719475 |
| 2009-01-01 | 47.4410606720422 |
| 2009-02-01 | 46.9942506241859 |
| 2009-03-01 | 46.9792034892155 |
| 2009-04-01 | 46.9954882165503 |
| 2009-05-01 | 46.9323968458932 |
| 2009-06-01 | 46.7849641444619 |
| 2009-07-01 | 46.8616178090015 |
| 2009-08-01 | 46.7303344702205 |
| 2009-09-01 | 46.6462529317977 |
| 2009-10-01 | 47.0285920945828 |
| 2009-11-01 | 47.0229258678367 |
| 2009-12-01 | 47.0220510260808 |
| 2010-01-01 | 46.6757739014537 |
| 2010-02-01 | 46.3504469910857 |
| 2010-03-01 | 46.8000871264435 |
| 2010-04-01 | 46.9671383401767 |
| 2010-05-01 | 47.2729916867853 |
| 2010-06-01 | 47.7989743389738 |
| 2010-07-01 | 47.8109679340712 |
| 2010-08-01 | 47.7158458552810 |
| 2010-09-01 | 47.6254491987106 |
| 2010-10-01 | 47.5697857179447 |
| 2010-11-01 | 47.8596996194506 |
| 2010-12-01 | 47.8190627739753 |
| 2011-01-01 | 48.4371652364291 |
| 2011-02-01 | 48.8522509336199 |
| 2011-03-01 | 48.9050997800765 |
| 2011-04-01 | 49.4302310708780 |
| 2011-05-01 | 49.3493872409972 |
| 2011-06-01 | 49.1326106014981 |
| 2011-07-01 | 48.8514049510466 |
| 2011-08-01 | 48.4658438311797 |
| 2011-09-01 | 48.7552416669562 |
| 2011-10-01 | 48.9867844509238 |
| 2011-11-01 | 48.9840993842785 |
| 2011-12-01 | 49.0985040708077 |
| 2012-01-01 | 49.3309331653652 |
| 2012-02-01 | 49.4006493794836 |
| 2012-03-01 | 49.4328126039262 |
| 2012-04-01 | 49.4842510703929 |
| 2012-05-01 | 49.1772263246954 |
| 2012-06-01 | 49.4521918868287 |
| 2012-07-01 | 49.5539499551154 |
| 2012-08-01 | 49.8253440949793 |
| 2012-09-01 | 50.3631260800646 |
| 2012-10-01 | 50.3056305735190 |
| 2012-11-01 | 50.0840016549005 |
| 2012-12-01 | 50.0669383808967 |
| 2013-01-01 | 50.4561860402513 |
| 2013-02-01 | 50.2836972006682 |
| 2013-03-01 | 50.3547523590414 |
| 2013-04-01 | 50.1819844340508 |
| 2013-05-01 | 49.2101659443261 |
| 2013-06-01 | 49.9458619476915 |
| 2013-07-01 | 49.9892750721245 |
| 2013-08-01 | 50.3401912290409 |
| 2013-09-01 | 50.4460144210233 |
| 2013-10-01 | 50.5714981727637 |
| 2013-11-01 | 50.8160546563164 |
| 2013-12-01 | 50.8520143619925 |
| 2014-01-01 | 50.2803137548524 |
| 2014-02-01 | 50.3129556803986 |
| 2014-03-01 | 50.2747887402071 |
| 2014-04-01 | 50.5088384381916 |
| 2014-05-01 | 50.6473121577160 |
| 2014-06-01 | 50.6342177847072 |
| 2014-07-01 | 50.7745373642670 |
| 2014-08-01 | 50.8372420451508 |
| 2014-09-01 | 50.8638401641519 |
| 2014-10-01 | 50.8618653386185 |
| 2014-11-01 | 50.8773510758354 |
| 2014-12-01 | 51.0613981198599 |
| 2015-01-01 | 50.8106834070645 |
| 2015-02-01 | 51.1406073426656 |
| 2015-03-01 | 51.0677546378977 |
| 2015-04-01 | 51.1476659307847 |
| 2015-05-01 | 51.5725727847950 |
| 2015-06-01 | 51.7036588869966 |
| 2015-07-01 | 52.1258368814381 |
| 2015-08-01 | 51.3248337156035 |
| 2015-09-01 | 51.7961948369132 |
| 2015-10-01 | 51.9583104660733 |
| 2015-11-01 | 52.2454887703981 |
| 2015-12-01 | 52.4122433708474 |
| 2016-01-01 | 52.0242848252859 |
| 2016-02-01 | 52.4201501026581 |
| 2016-03-01 | 52.7157669827462 |
| 2016-04-01 | 53.0605368907512 |
| 2016-05-01 | 53.1054776725118 |
| 2016-06-01 | 53.2711983000795 |
| 2016-07-01 | 53.1737777036014 |
| 2016-08-01 | 53.0427003321228 |
| 2016-09-01 | 53.4554264561057 |
| 2016-10-01 | 53.3555640641927 |
| 2016-11-01 | 52.9416107737310 |
| 2016-12-01 | 53.4011414319894 |
| 2017-01-01 | 53.6184960366167 |
| 2017-02-01 | 53.5866242464164 |
| 2017-03-01 | 53.6455586715142 |
| 2017-04-01 | 53.8155664286525 |
| 2017-05-01 | 53.5316144052532 |
| 2017-06-01 | 53.4805892323835 |
| 2017-07-01 | 53.9282227561527 |
| 2017-08-01 | 53.7986011166290 |
| 2017-09-01 | 53.7372802688582 |
| 2017-10-01 | 53.7472461304749 |
| 2017-11-01 | 53.7417962756675 |
| 2017-12-01 | 53.9399247583159 |
| 2018-01-01 | 54.0186044324577 |
| 2018-02-01 | 53.8588865973538 |
| 2018-03-01 | 53.8748244260689 |
| 2018-04-01 | 53.6849326129948 |
| 2018-05-01 | 53.8676124667064 |
| 2018-06-01 | 53.6858394324822 |
| 2018-07-01 | 53.8597130851175 |
| 2018-08-01 | 53.7716725199298 |
| 2018-09-01 | 53.8622953796780 |
| 2018-10-01 | 53.8275849902760 |
| 2018-11-01 | 53.3539776177088 |
| 2018-12-01 | 53.6587723252909 |
| 2019-01-01 | 54.6722883930437 |
| 2019-02-01 | 54.5397082738674 |
| 2019-03-01 | 54.7353470531805 |
| 2019-04-01 | 54.6460870376547 |
| 2019-05-01 | 54.3861188749688 |
| 2019-06-01 | 54.4708794462312 |
| 2019-07-01 | 54.1976210765975 |
| 2019-08-01 | 54.0374886738731 |
| 2019-09-01 | 54.8977256412218 |
| 2019-10-01 | 54.8674923935525 |
| 2019-11-01 | 55.2217554681746 |
| 2019-12-01 | 55.2166886202098 |
| 2020-01-01 | 55.3072012147023 |
| 2020-02-01 | 55.0167168223364 |
| 2020-03-01 | 54.2271028716470 |
| 2020-04-01 | 46.6206757992024 |
| 2020-05-01 | 47.0596383316884 |
| 2020-06-01 | 49.1674100147877 |
| 2020-07-01 | 50.5026080272365 |
| 2020-08-01 | 51.7204407460291 |
| 2020-09-01 | 51.0901979933481 |
| 2020-10-01 | 51.3380706047490 |
| 2020-11-01 | 51.5566855405566 |
| 2020-12-01 | 51.4754965256375 |
| 2021-01-01 | 51.9609832017045 |
| 2021-02-01 | 52.1548968178180 |
| 2021-03-01 | 52.7539745818066 |
| 2021-04-01 | 53.2641851879905 |
| 2021-05-01 | 53.5267953671642 |
| 2021-06-01 | 54.0167029240526 |
| 2021-07-01 | 54.5713001188507 |
| 2021-08-01 | 54.8037363603165 |
| 2021-09-01 | 54.5645164583319 |
| 2021-10-01 | 54.9662090055866 |
| 2021-11-01 | 55.0330282287104 |
| 2021-12-01 | 54.9985591867581 |
| 2022-01-01 | 54.5800980596816 |
| 2022-02-01 | 55.3200053010359 |
| 2022-03-01 | 55.3325806052300 |
| 2022-04-01 | 55.6223644469482 |
| 2022-05-01 | 55.6254576108464 |
| 2022-06-01 | 55.8973187333061 |
| 2022-07-01 | 55.8575126597334 |
| 2022-08-01 | 55.7263991157558 |
| 2022-09-01 | 55.6581746309323 |
| 2022-10-01 | 56.0677114424625 |
| 2022-11-01 | 56.0722064015054 |
| 2022-12-01 | 56.4194274711956 |
| 2023-01-01 | 56.3857317478528 |
| 2023-02-01 | 56.7201213875585 |
| 2023-03-01 | 56.7353336997736 |
| 2023-04-01 | 56.6022784189985 |
| 2023-05-01 | 56.8002024190429 |
| 2023-06-01 | 56.6519474345931 |
| 2023-07-01 | 56.7606837865404 |
| 2023-08-01 | 56.6669346091636 |
| 2023-09-01 | 57.0300988230128 |
| 2023-10-01 | 56.7694904799182 |
| 2023-11-01 | 56.9029896438113 |
| 2023-12-01 | 57.3587218967397 |
| 2024-01-01 | 57.2499790042747 |
| 2024-02-01 | 57.4459541117180 |
| 2024-03-01 | 58.0187714128303 |
| 2024-04-01 | 57.1945786171648 |
| 2024-05-01 | 56.6654801077256 |
| 2024-06-01 | 56.7934726902358 |
| 2024-07-01 | 56.9811961637055 |
| 2024-08-01 | 57.0176135950214 |
| 2024-09-01 | 56.9968802546754 |
| 2024-10-01 | 56.5938965680426 |
| 2024-11-01 | 56.4312248498825 |
| 2024-12-01 | 56.4360296360753 |
| 2025-01-01 | 56.2185297162534 |
| 2025-02-01 | 56.5042683226457 |
| 2025-03-01 | 56.7390419528214 |
| 2025-04-01 | 57.0193827739198 |
| 2025-05-01 | 56.9406738940460 |
| 2025-06-01 | 57.1545048996920 |
| 2025-07-01 | 56.8998014938333 |
| 2025-08-01 | 57.5853763844627 |
| 2025-09-01 | 56.9628000146383 |
| 2025-10-01 | 57.2862983871755 |
| 2025-11-01 | 57.4044774834084 |
| 2025-12-01 | 57.2120051156720 |
| 2026-01-01 | 57.1812729122624 |
| 2026-02-01 | 56.4633600987902 |
| 2026-03-01 | 56.9369149506826 |
| 2026-04-01 | 56.5403528695450 |
| 2026-05-01 | 57.3361927243989 |
| 2026-06-01 | 57.6234395820390 |
| 2026-07-01 | 57.5310611523094 |