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 2026-04-01 |
| Last Updated | 2026-05-26 12:47 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 | 26.9856610865745 |
| 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 | 28.0322377743307 |
| 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 | 33.4086658208103 |
| 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 | 33.6628791080216 |
| 1997-06-01 | 33.8068624586660 |
| 1997-07-01 | 33.9854899117739 |
| 1997-08-01 | 34.0717608911304 |
| 1997-09-01 | 34.0667377925189 |
| 1997-10-01 | 34.1254112199357 |
| 1997-11-01 | 33.9821006664288 |
| 1997-12-01 | 34.0721199314875 |
| 1998-01-01 | 34.5779978620147 |
| 1998-02-01 | 34.6038791628960 |
| 1998-03-01 | 34.4750925185444 |
| 1998-04-01 | 34.7398254233686 |
| 1998-05-01 | 34.8846272302671 |
| 1998-06-01 | 35.0282689880409 |
| 1998-07-01 | 35.2908030670672 |
| 1998-08-01 | 35.2058195022161 |
| 1998-09-01 | 35.8184574750074 |
| 1998-10-01 | 35.8944938433480 |
| 1998-11-01 | 36.2468987264099 |
| 1998-12-01 | 36.3487005424109 |
| 1999-01-01 | 36.1365936394598 |
| 1999-02-01 | 36.4258836331869 |
| 1999-03-01 | 36.5481109932799 |
| 1999-04-01 | 36.7566804843499 |
| 1999-05-01 | 36.8219818356856 |
| 1999-06-01 | 36.8681990133398 |
| 1999-07-01 | 36.7947283412633 |
| 1999-08-01 | 36.8459992989561 |
| 1999-09-01 | 36.8259977698282 |
| 1999-10-01 | 36.9740400081422 |
| 1999-11-01 | 37.2595521413185 |
| 1999-12-01 | 37.3677942012727 |
| 2000-01-01 | 37.4862601144136 |
| 2000-02-01 | 37.8946265419373 |
| 2000-03-01 | 37.8475544427284 |
| 2000-04-01 | 37.7762389466589 |
| 2000-05-01 | 38.1627817196374 |
| 2000-06-01 | 37.6821704582925 |
| 2000-07-01 | 38.5997350070236 |
| 2000-08-01 | 38.5611422173191 |
| 2000-09-01 | 38.7207840626157 |
| 2000-10-01 | 38.9436142230569 |
| 2000-11-01 | 38.9718895479719 |
| 2000-12-01 | 39.0829833168430 |
| 2001-01-01 | 39.3297686584785 |
| 2001-02-01 | 39.4893081562750 |
| 2001-03-01 | 39.7345138336755 |
| 2001-04-01 | 39.0957383069186 |
| 2001-05-01 | 39.4924635309990 |
| 2001-06-01 | 39.7240895391270 |
| 2001-07-01 | 39.5608445125863 |
| 2001-08-01 | 39.6325977072540 |
| 2001-09-01 | 39.6883325309319 |
| 2001-10-01 | 39.9343740752817 |
| 2001-11-01 | 39.8994251907474 |
| 2001-12-01 | 40.1313068734203 |
| 2002-01-01 | 40.1882643016184 |
| 2002-02-01 | 40.1147611429861 |
| 2002-03-01 | 40.3465245462680 |
| 2002-04-01 | 40.4101779074137 |
| 2002-05-01 | 40.2088625714194 |
| 2002-06-01 | 40.2357702102754 |
| 2002-07-01 | 40.3021393507290 |
| 2002-08-01 | 40.5958828104568 |
| 2002-09-01 | 40.7442533263953 |
| 2002-10-01 | 40.6374187437497 |
| 2002-11-01 | 40.5262379863358 |
| 2002-12-01 | 40.5979633795411 |
| 2003-01-01 | 40.7741576794734 |
| 2003-02-01 | 40.8312523118438 |
| 2003-03-01 | 40.9589584393718 |
| 2003-04-01 | 41.4339510268562 |
| 2003-05-01 | 41.6202721738364 |
| 2003-06-01 | 42.0742406884247 |
| 2003-07-01 | 42.0913274231393 |
| 2003-08-01 | 42.0891075212163 |
| 2003-09-01 | 41.9700440871398 |
| 2003-10-01 | 42.3260951294528 |
| 2003-11-01 | 42.6055830251385 |
| 2003-12-01 | 42.6960551618517 |
| 2004-01-01 | 43.1047716883333 |
| 2004-02-01 | 43.1377799517336 |
| 2004-03-01 | 43.5577404388441 |
| 2004-04-01 | 43.0357994416307 |
| 2004-05-01 | 43.2262145476221 |
| 2004-06-01 | 43.1831249315029 |
| 2004-07-01 | 43.4850181252035 |
| 2004-08-01 | 43.7306855593176 |
| 2004-09-01 | 44.1022804358230 |
| 2004-10-01 | 43.6140501916084 |
| 2004-11-01 | 43.7735033234660 |
| 2004-12-01 | 43.7861938696640 |
| 2005-01-01 | 43.8453639672720 |
| 2005-02-01 | 43.9596117456919 |
| 2005-03-01 | 43.9537466011383 |
| 2005-04-01 | 44.1633894517869 |
| 2005-05-01 | 44.3300587887698 |
| 2005-06-01 | 44.2959535694219 |
| 2005-07-01 | 44.6133636823052 |
| 2005-08-01 | 44.9946089656881 |
| 2005-09-01 | 44.7231452576918 |
| 2005-10-01 | 44.7866068107979 |
| 2005-11-01 | 45.1334139540754 |
| 2005-12-01 | 45.2166579850303 |
| 2006-01-01 | 45.7805164749523 |
| 2006-02-01 | 46.4772926661552 |
| 2006-03-01 | 46.7351753919779 |
| 2006-04-01 | 47.0307193975414 |
| 2006-05-01 | 47.5638486549630 |
| 2006-06-01 | 48.0492402529512 |
| 2006-07-01 | 48.7732755175906 |
| 2006-08-01 | 48.3866882441075 |
| 2006-09-01 | 48.4600029639903 |
| 2006-10-01 | 48.7916090829430 |
| 2006-11-01 | 48.2417026050824 |
| 2006-12-01 | 48.2823261929713 |
| 2007-01-01 | 47.6982568606852 |
| 2007-02-01 | 47.6004121905328 |
| 2007-03-01 | 47.7314374738521 |
| 2007-04-01 | 47.6955155410116 |
| 2007-05-01 | 47.5848519521653 |
| 2007-06-01 | 48.1458258910070 |
| 2007-07-01 | 47.1856330241237 |
| 2007-08-01 | 47.4198266091418 |
| 2007-09-01 | 47.6327668199433 |
| 2007-10-01 | 47.6782980627727 |
| 2007-11-01 | 47.8391593701722 |
| 2007-12-01 | 47.8246371451921 |
| 2008-01-01 | 47.9865856596438 |
| 2008-02-01 | 47.9185093235154 |
| 2008-03-01 | 47.9557512934358 |
| 2008-04-01 | 47.4976836441248 |
| 2008-05-01 | 46.9970542803285 |
| 2008-06-01 | 47.6535123795223 |
| 2008-07-01 | 47.5819064629413 |
| 2008-08-01 | 47.7122491752948 |
| 2008-09-01 | 47.8459857601771 |
| 2008-10-01 | 47.5487891577532 |
| 2008-11-01 | 47.5236768485289 |
| 2008-12-01 | 47.7011544634634 |
| 2009-01-01 | 47.4410603749462 |
| 2009-02-01 | 46.9942504176988 |
| 2009-03-01 | 46.9792033464852 |
| 2009-04-01 | 46.9954888085604 |
| 2009-05-01 | 46.9323967312113 |
| 2009-06-01 | 46.7849641372822 |
| 2009-07-01 | 46.8616181096259 |
| 2009-08-01 | 46.7303348087284 |
| 2009-09-01 | 46.6462538507093 |
| 2009-10-01 | 47.0285921885292 |
| 2009-11-01 | 47.0229253227533 |
| 2009-12-01 | 47.0220505761686 |
| 2010-01-01 | 46.6757729077411 |
| 2010-02-01 | 46.3504461684844 |
| 2010-03-01 | 46.8000863278858 |
| 2010-04-01 | 46.9671385396411 |
| 2010-05-01 | 47.2729908811554 |
| 2010-06-01 | 47.7989751867909 |
| 2010-07-01 | 47.8109702011061 |
| 2010-08-01 | 47.7158479604302 |
| 2010-09-01 | 47.6254520363019 |
| 2010-10-01 | 47.5697872081848 |
| 2010-11-01 | 47.8597004989300 |
| 2010-12-01 | 47.8190539988470 |
| 2011-01-01 | 48.4371647613386 |
| 2011-02-01 | 48.8522494014637 |
| 2011-03-01 | 48.9050970212180 |
| 2011-04-01 | 49.4302291470857 |
| 2011-05-01 | 49.3493859173647 |
| 2011-06-01 | 49.1326141348497 |
| 2011-07-01 | 48.8514122740116 |
| 2011-08-01 | 48.4658510136210 |
| 2011-09-01 | 48.7552480828801 |
| 2011-10-01 | 48.9867867270588 |
| 2011-11-01 | 48.9840997034436 |
| 2011-12-01 | 49.0984848817711 |
| 2012-01-01 | 49.3309319310481 |
| 2012-02-01 | 49.4006452728198 |
| 2012-03-01 | 49.4328069767414 |
| 2012-04-01 | 49.4842469007154 |
| 2012-05-01 | 49.1772218492994 |
| 2012-06-01 | 49.4521907629828 |
| 2012-07-01 | 49.5539792525511 |
| 2012-08-01 | 49.8253719258476 |
| 2012-09-01 | 50.3631290948573 |
| 2012-10-01 | 50.3056311260573 |
| 2012-11-01 | 50.0840008931352 |
| 2012-12-01 | 50.0669060333191 |
| 2013-01-01 | 50.4561718827389 |
| 2013-02-01 | 50.2836804760633 |
| 2013-03-01 | 50.3547307557602 |
| 2013-04-01 | 50.1819688064093 |
| 2013-05-01 | 49.2101651342050 |
| 2013-06-01 | 49.9458815652893 |
| 2013-07-01 | 49.9893725550030 |
| 2013-08-01 | 50.3402879457886 |
| 2013-09-01 | 50.4460346894498 |
| 2013-10-01 | 50.5714742480615 |
| 2013-11-01 | 50.8159667835012 |
| 2013-12-01 | 50.8519174207429 |
| 2014-01-01 | 50.2802486625432 |
| 2014-02-01 | 50.3129191308418 |
| 2014-03-01 | 50.2747600230168 |
| 2014-04-01 | 50.5088310940461 |
| 2014-05-01 | 50.6473511658217 |
| 2014-06-01 | 50.6343087064823 |
| 2014-07-01 | 50.7747825753184 |
| 2014-08-01 | 50.8374870479714 |
| 2014-09-01 | 50.8639203933051 |
| 2014-10-01 | 50.8618079516506 |
| 2014-11-01 | 50.8771240968184 |
| 2014-12-01 | 51.0611539021530 |
| 2015-01-01 | 50.8104612051583 |
| 2015-02-01 | 51.1404322529281 |
| 2015-03-01 | 51.0675348293719 |
| 2015-04-01 | 51.1474981086338 |
| 2015-05-01 | 51.5727078656196 |
| 2015-06-01 | 51.7041487419149 |
| 2015-07-01 | 52.1265890582383 |
| 2015-08-01 | 51.3255220097229 |
| 2015-09-01 | 51.7966565981909 |
| 2015-10-01 | 51.9586529550472 |
| 2015-11-01 | 52.2438489104607 |
| 2015-12-01 | 52.4117388844948 |
| 2016-01-01 | 52.0238722008746 |
| 2016-02-01 | 52.4197356437630 |
| 2016-03-01 | 52.7150405654004 |
| 2016-04-01 | 53.0599540063904 |
| 2016-05-01 | 53.1057208675231 |
| 2016-06-01 | 53.2724519491988 |
| 2016-07-01 | 53.1764182449619 |
| 2016-08-01 | 53.0436368985895 |
| 2016-09-01 | 53.4565421775644 |
| 2016-10-01 | 53.3562359127108 |
| 2016-11-01 | 52.9383071006146 |
| 2016-12-01 | 53.4002479755307 |
| 2017-01-01 | 53.6176997499279 |
| 2017-02-01 | 53.5856780945814 |
| 2017-03-01 | 53.6438056849436 |
| 2017-04-01 | 53.8142166745705 |
| 2017-05-01 | 53.5309916036968 |
| 2017-06-01 | 53.4810660905037 |
| 2017-07-01 | 53.9393594141496 |
| 2017-08-01 | 53.7989467830085 |
| 2017-09-01 | 53.7377629222520 |
| 2017-10-01 | 53.7478662658324 |
| 2017-11-01 | 53.7366571389290 |
| 2017-12-01 | 53.9382309406899 |
| 2018-01-01 | 54.0172156752595 |
| 2018-02-01 | 53.8574556854052 |
| 2018-03-01 | 53.8720256002957 |
| 2018-04-01 | 53.6828120096670 |
| 2018-05-01 | 53.8661446747105 |
| 2018-06-01 | 53.6856133185551 |
| 2018-07-01 | 53.8796096555763 |
| 2018-08-01 | 53.7715174120618 |
| 2018-09-01 | 53.8618904525537 |
| 2018-10-01 | 53.8275107503242 |
| 2018-11-01 | 53.3482357115114 |
| 2018-12-01 | 53.6563615208954 |
| 2019-01-01 | 54.6697161510640 |
| 2019-02-01 | 54.5378153056743 |
| 2019-03-01 | 54.7316449302115 |
| 2019-04-01 | 54.6433074985652 |
| 2019-05-01 | 54.3838516880420 |
| 2019-06-01 | 54.4698433135047 |
| 2019-07-01 | 54.2253137135692 |
| 2019-08-01 | 54.0371848062933 |
| 2019-09-01 | 54.8961299915831 |
| 2019-10-01 | 54.8666825648804 |
| 2019-11-01 | 55.2153041347674 |
| 2019-12-01 | 55.2135732280345 |
| 2020-01-01 | 55.3035898997603 |
| 2020-02-01 | 55.0146514662346 |
| 2020-03-01 | 54.2232411837918 |
| 2020-04-01 | 46.6182525549279 |
| 2020-05-01 | 47.0578226811617 |
| 2020-06-01 | 49.1668474542302 |
| 2020-07-01 | 50.5291082109974 |
| 2020-08-01 | 51.7207592812286 |
| 2020-09-01 | 51.0891513961898 |
| 2020-10-01 | 51.3371957269425 |
| 2020-11-01 | 51.5518477512701 |
| 2020-12-01 | 51.4720363781435 |
| 2021-01-01 | 51.9558899948312 |
| 2021-02-01 | 52.1516800740257 |
| 2021-03-01 | 52.7473431507651 |
| 2021-04-01 | 53.2616079363971 |
| 2021-05-01 | 53.5281076079404 |
| 2021-06-01 | 54.0168869267824 |
| 2021-07-01 | 54.5996640912004 |
| 2021-08-01 | 54.8055160672001 |
| 2021-09-01 | 54.5659854114445 |
| 2021-10-01 | 54.9659043515325 |
| 2021-11-01 | 55.0293152490126 |
| 2021-12-01 | 54.9924831239083 |
| 2022-01-01 | 54.5715766219962 |
| 2022-02-01 | 55.3108906969966 |
| 2022-03-01 | 55.3198985135592 |
| 2022-04-01 | 55.6202242382321 |
| 2022-05-01 | 55.6346972333538 |
| 2022-06-01 | 55.9052257214830 |
| 2022-07-01 | 55.8789259342192 |
| 2022-08-01 | 55.7323855190154 |
| 2022-09-01 | 55.6660606823731 |
| 2022-10-01 | 56.0706172417309 |
| 2022-11-01 | 56.0709306461512 |
| 2022-12-01 | 56.4104630107728 |
| 2023-01-01 | 56.3710565928329 |
| 2023-02-01 | 56.6996158859315 |
| 2023-03-01 | 56.6995234720168 |
| 2023-04-01 | 56.5995337300014 |
| 2023-05-01 | 56.8308469227973 |
| 2023-06-01 | 56.6783846758615 |
| 2023-07-01 | 56.7744214996296 |
| 2023-08-01 | 56.6781829580178 |
| 2023-09-01 | 57.0452093410632 |
| 2023-10-01 | 56.7762545331919 |
| 2023-11-01 | 56.9033689963819 |
| 2023-12-01 | 57.3460346957070 |
| 2024-01-01 | 57.2268056764821 |
| 2024-02-01 | 57.4097802183583 |
| 2024-03-01 | 57.9566375001985 |
| 2024-04-01 | 57.1823718880533 |
| 2024-05-01 | 56.7182580102986 |
| 2024-06-01 | 56.8516460792178 |
| 2024-07-01 | 56.9899037444600 |
| 2024-08-01 | 57.0337214718635 |
| 2024-09-01 | 57.0181362601170 |
| 2024-10-01 | 56.6043883632240 |
| 2024-11-01 | 56.4328737827831 |
| 2024-12-01 | 56.4203772612836 |
| 2025-01-01 | 56.1872654258314 |
| 2025-02-01 | 56.4541191512317 |
| 2025-03-01 | 56.6491853188308 |
| 2025-04-01 | 56.9951566234684 |
| 2025-05-01 | 57.0158173463586 |
| 2025-06-01 | 57.2467500116628 |
| 2025-07-01 | 56.9106648078136 |
| 2025-08-01 | 57.6045202008433 |
| 2025-09-01 | 56.9873076353411 |
| 2025-10-01 | 57.2983219700192 |
| 2025-11-01 | 57.4063818599815 |
| 2025-12-01 | 57.1922376296055 |
| 2026-01-01 | 57.1414401001011 |
| 2026-02-01 | 56.4006429246869 |
| 2026-03-01 | 56.8300331540073 |
| 2026-04-01 | 56.6010892305395 |