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 2026-08-01 |
| Last Updated | 2026-09-18 11:43 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 | 26.9658846537 |
| 1990-02-01 | 26.9420361953 |
| 1990-03-01 | 27.0912778495 |
| 1990-04-01 | 27.1982040471 |
| 1990-05-01 | 27.2545366458 |
| 1990-06-01 | 27.1497539002 |
| 1990-07-01 | 26.8332446512 |
| 1990-08-01 | 27.0038325032 |
| 1990-09-01 | 27.2768490067 |
| 1990-10-01 | 27.8441003661 |
| 1990-11-01 | 27.2255337463 |
| 1990-12-01 | 27.2633178189 |
| 1991-01-01 | 27.5728590309 |
| 1991-02-01 | 27.7407164449 |
| 1991-03-01 | 27.8900889356 |
| 1991-04-01 | 27.7851977379 |
| 1991-05-01 | 27.9674306074 |
| 1991-06-01 | 27.9483049337 |
| 1991-07-01 | 27.6632939453 |
| 1991-08-01 | 28.0496242889 |
| 1991-09-01 | 28.2678873624 |
| 1991-10-01 | 28.5423093513 |
| 1991-11-01 | 28.7912562328 |
| 1991-12-01 | 28.9014605892 |
| 1992-01-01 | 28.5873321279 |
| 1992-02-01 | 28.6438059209 |
| 1992-03-01 | 28.6869501889 |
| 1992-04-01 | 28.7557726588 |
| 1992-05-01 | 28.7883302608 |
| 1992-06-01 | 28.5187283855 |
| 1992-07-01 | 28.9130600389 |
| 1992-08-01 | 29.1786703894 |
| 1992-09-01 | 29.0741712154 |
| 1992-10-01 | 29.0709552784 |
| 1992-11-01 | 29.2064199950 |
| 1992-12-01 | 29.0728188732 |
| 1993-01-01 | 29.3061291199 |
| 1993-02-01 | 29.5574154740 |
| 1993-03-01 | 29.3685642420 |
| 1993-04-01 | 29.7137471428 |
| 1993-05-01 | 29.8105401184 |
| 1993-06-01 | 29.5803036304 |
| 1993-07-01 | 30.1693778989 |
| 1993-08-01 | 30.0821711922 |
| 1993-09-01 | 30.4009954952 |
| 1993-10-01 | 30.5982142829 |
| 1993-11-01 | 30.4968343028 |
| 1993-12-01 | 30.7117489365 |
| 1994-01-01 | 30.7213244856 |
| 1994-02-01 | 30.6520443679 |
| 1994-03-01 | 30.8318712933 |
| 1994-04-01 | 30.7658744275 |
| 1994-05-01 | 30.8319755601 |
| 1994-06-01 | 31.0463021099 |
| 1994-07-01 | 31.1033668809 |
| 1994-08-01 | 31.5181164558 |
| 1994-09-01 | 31.3536794504 |
| 1994-10-01 | 31.2437797817 |
| 1994-11-01 | 31.4129597646 |
| 1994-12-01 | 31.5818676293 |
| 1995-01-01 | 31.6211043056 |
| 1995-02-01 | 31.5282456214 |
| 1995-03-01 | 31.7847046163 |
| 1995-04-01 | 32.0217344258 |
| 1995-05-01 | 32.0484775155 |
| 1995-06-01 | 32.2176934604 |
| 1995-07-01 | 32.2464691546 |
| 1995-08-01 | 32.5395015320 |
| 1995-09-01 | 32.5183663783 |
| 1995-10-01 | 32.4811917990 |
| 1995-11-01 | 32.6063733750 |
| 1995-12-01 | 32.8570188517 |
| 1996-01-01 | 32.9139081211 |
| 1996-02-01 | 33.0672925122 |
| 1996-03-01 | 33.3310491806 |
| 1996-04-01 | 33.3899206335 |
| 1996-05-01 | 33.4629185001 |
| 1996-06-01 | 33.4087031991 |
| 1996-07-01 | 33.0671796241 |
| 1996-08-01 | 33.1468893566 |
| 1996-09-01 | 33.1949130810 |
| 1996-10-01 | 33.5102345864 |
| 1996-11-01 | 33.6935550680 |
| 1996-12-01 | 33.6502042961 |
| 1997-01-01 | 33.7020915720 |
| 1997-02-01 | 33.6897125262 |
| 1997-03-01 | 33.7950155055 |
| 1997-04-01 | 33.3185365532 |
| 1997-05-01 | 33.6642993815 |
| 1997-06-01 | 33.8078251621 |
| 1997-07-01 | 33.9782061632 |
| 1997-08-01 | 34.0728055204 |
| 1997-09-01 | 34.0674048135 |
| 1997-10-01 | 34.1282194533 |
| 1997-11-01 | 33.9847086758 |
| 1997-12-01 | 34.0748202058 |
| 1998-01-01 | 34.5778487066 |
| 1998-02-01 | 34.6000273922 |
| 1998-03-01 | 34.4757302261 |
| 1998-04-01 | 34.7364287221 |
| 1998-05-01 | 34.8874683559 |
| 1998-06-01 | 35.0279307718 |
| 1998-07-01 | 35.2847265788 |
| 1998-08-01 | 35.2064798142 |
| 1998-09-01 | 35.8203496132 |
| 1998-10-01 | 35.8976346795 |
| 1998-11-01 | 36.2499604650 |
| 1998-12-01 | 36.3521719322 |
| 1999-01-01 | 36.1372910852 |
| 1999-02-01 | 36.4162257462 |
| 1999-03-01 | 36.5484390458 |
| 1999-04-01 | 36.7556302658 |
| 1999-05-01 | 36.8261488723 |
| 1999-06-01 | 36.8664120202 |
| 1999-07-01 | 36.7899427233 |
| 1999-08-01 | 36.8474053201 |
| 1999-09-01 | 36.8280644166 |
| 1999-10-01 | 36.9767342591 |
| 1999-11-01 | 37.2624968480 |
| 1999-12-01 | 37.3708768170 |
| 2000-01-01 | 37.4865111778 |
| 2000-02-01 | 37.8840886012 |
| 2000-03-01 | 37.8462002594 |
| 2000-04-01 | 37.7764509234 |
| 2000-05-01 | 38.1662465216 |
| 2000-06-01 | 37.6843563181 |
| 2000-07-01 | 38.5962511016 |
| 2000-08-01 | 38.5630748385 |
| 2000-09-01 | 38.7192904318 |
| 2000-10-01 | 38.9461748728 |
| 2000-11-01 | 38.9744805830 |
| 2000-12-01 | 39.0853493446 |
| 2001-01-01 | 39.3300923954 |
| 2001-02-01 | 39.4778811989 |
| 2001-03-01 | 39.7334715997 |
| 2001-04-01 | 39.0966153272 |
| 2001-05-01 | 39.4944882921 |
| 2001-06-01 | 39.7331882967 |
| 2001-07-01 | 39.5566841985 |
| 2001-08-01 | 39.6346669307 |
| 2001-09-01 | 39.6833637517 |
| 2001-10-01 | 39.9364054447 |
| 2001-11-01 | 39.9011175535 |
| 2001-12-01 | 40.1323258992 |
| 2002-01-01 | 40.1879926864 |
| 2002-02-01 | 40.1064375926 |
| 2002-03-01 | 40.3453673297 |
| 2002-04-01 | 40.4097447192 |
| 2002-05-01 | 40.2093303647 |
| 2002-06-01 | 40.2516664777 |
| 2002-07-01 | 40.2984728858 |
| 2002-08-01 | 40.5976694043 |
| 2002-09-01 | 40.7356224448 |
| 2002-10-01 | 40.6389679230 |
| 2002-11-01 | 40.5269917615 |
| 2002-12-01 | 40.5979893413 |
| 2003-01-01 | 40.7729196100 |
| 2003-02-01 | 40.8254958291 |
| 2003-03-01 | 40.9590597843 |
| 2003-04-01 | 41.4324427952 |
| 2003-05-01 | 41.6194990488 |
| 2003-06-01 | 42.0927155636 |
| 2003-07-01 | 42.0897178000 |
| 2003-08-01 | 42.0895542146 |
| 2003-09-01 | 41.9609077493 |
| 2003-10-01 | 42.3281413021 |
| 2003-11-01 | 42.6055564131 |
| 2003-12-01 | 42.6961469083 |
| 2004-01-01 | 43.0992780327 |
| 2004-02-01 | 43.1347912065 |
| 2004-03-01 | 43.5591304440 |
| 2004-04-01 | 43.0334517905 |
| 2004-05-01 | 43.2234084062 |
| 2004-06-01 | 43.2039065535 |
| 2004-07-01 | 43.4838554860 |
| 2004-08-01 | 43.7307746482 |
| 2004-09-01 | 44.0927655741 |
| 2004-10-01 | 43.6179270820 |
| 2004-11-01 | 43.7731926511 |
| 2004-12-01 | 43.7870466017 |
| 2005-01-01 | 43.8363720868 |
| 2005-02-01 | 43.9557927195 |
| 2005-03-01 | 43.9574187414 |
| 2005-04-01 | 44.1636900761 |
| 2005-05-01 | 44.3239403902 |
| 2005-06-01 | 44.3133107202 |
| 2005-07-01 | 44.6129574559 |
| 2005-08-01 | 44.9948101401 |
| 2005-09-01 | 44.7178585787 |
| 2005-10-01 | 44.7923237160 |
| 2005-11-01 | 45.1334830324 |
| 2005-12-01 | 45.2167094142 |
| 2006-01-01 | 45.7681205036 |
| 2006-02-01 | 46.4728013143 |
| 2006-03-01 | 46.7390083850 |
| 2006-04-01 | 47.0349388874 |
| 2006-05-01 | 47.5554828614 |
| 2006-06-01 | 48.0621345874 |
| 2006-07-01 | 48.7731749902 |
| 2006-08-01 | 48.3881870167 |
| 2006-09-01 | 48.4586141174 |
| 2006-10-01 | 48.7985184236 |
| 2006-11-01 | 48.2426119056 |
| 2006-12-01 | 48.2810488909 |
| 2007-01-01 | 47.6859770190 |
| 2007-02-01 | 47.5923985985 |
| 2007-03-01 | 47.7353226707 |
| 2007-04-01 | 47.7040040117 |
| 2007-05-01 | 47.5745447247 |
| 2007-06-01 | 48.1544249965 |
| 2007-07-01 | 47.1866497330 |
| 2007-08-01 | 47.4211234622 |
| 2007-09-01 | 47.6346155315 |
| 2007-10-01 | 47.6850982570 |
| 2007-11-01 | 47.8406671597 |
| 2007-12-01 | 47.8224887722 |
| 2008-01-01 | 47.9750615224 |
| 2008-02-01 | 47.9072409136 |
| 2008-03-01 | 47.9588023628 |
| 2008-04-01 | 47.5098602953 |
| 2008-05-01 | 46.9860514007 |
| 2008-06-01 | 47.6645192508 |
| 2008-07-01 | 47.5817115618 |
| 2008-08-01 | 47.7105352966 |
| 2008-09-01 | 47.8481048520 |
| 2008-10-01 | 47.5547797318 |
| 2008-11-01 | 47.5253343568 |
| 2008-12-01 | 47.6989148048 |
| 2009-01-01 | 47.4336147230 |
| 2009-02-01 | 46.9802912946 |
| 2009-03-01 | 46.9816289013 |
| 2009-04-01 | 47.0106285424 |
| 2009-05-01 | 46.9206495913 |
| 2009-06-01 | 46.7974491814 |
| 2009-07-01 | 46.8612992178 |
| 2009-08-01 | 46.7239355096 |
| 2009-09-01 | 46.6498627318 |
| 2009-10-01 | 47.0323986173 |
| 2009-11-01 | 47.0242786813 |
| 2009-12-01 | 47.0196539504 |
| 2010-01-01 | 46.6722395658 |
| 2010-02-01 | 46.3373481161 |
| 2010-03-01 | 46.8012899115 |
| 2010-04-01 | 46.9833214141 |
| 2010-05-01 | 47.2625074397 |
| 2010-06-01 | 47.8107297661 |
| 2010-07-01 | 47.8108156314 |
| 2010-08-01 | 47.7049245539 |
| 2010-09-01 | 47.6304798344 |
| 2010-10-01 | 47.5708596333 |
| 2010-11-01 | 47.8622343011 |
| 2010-12-01 | 47.8167021031 |
| 2011-01-01 | 48.4376087964 |
| 2011-02-01 | 48.8398819797 |
| 2011-03-01 | 48.9060336269 |
| 2011-04-01 | 49.4450178213 |
| 2011-05-01 | 49.3396588357 |
| 2011-06-01 | 49.1426443020 |
| 2011-07-01 | 48.8515991346 |
| 2011-08-01 | 48.4531271096 |
| 2011-09-01 | 48.7606091993 |
| 2011-10-01 | 48.9866048912 |
| 2011-11-01 | 48.9879520254 |
| 2011-12-01 | 49.0969070511 |
| 2012-01-01 | 49.3314259456 |
| 2012-02-01 | 49.3923318639 |
| 2012-03-01 | 49.4331856454 |
| 2012-04-01 | 49.4962815227 |
| 2012-05-01 | 49.1687104291 |
| 2012-06-01 | 49.4587883097 |
| 2012-07-01 | 49.5555574742 |
| 2012-08-01 | 49.8110571852 |
| 2012-09-01 | 50.3686961723 |
| 2012-10-01 | 50.3052253244 |
| 2012-11-01 | 50.0896478941 |
| 2012-12-01 | 50.0650866665 |
| 2013-01-01 | 50.4571038099 |
| 2013-02-01 | 50.2792663161 |
| 2013-03-01 | 50.3547653172 |
| 2013-04-01 | 50.1901504724 |
| 2013-05-01 | 49.2019223749 |
| 2013-06-01 | 49.9494480380 |
| 2013-07-01 | 49.9920051284 |
| 2013-08-01 | 50.3281873144 |
| 2013-09-01 | 50.4511772646 |
| 2013-10-01 | 50.5709844040 |
| 2013-11-01 | 50.8223062379 |
| 2013-12-01 | 50.8490035390 |
| 2014-01-01 | 50.2813541863 |
| 2014-02-01 | 50.3122351748 |
| 2014-03-01 | 50.2745032703 |
| 2014-04-01 | 50.5134184894 |
| 2014-05-01 | 50.6396024719 |
| 2014-06-01 | 50.6351199092 |
| 2014-07-01 | 50.7788848906 |
| 2014-08-01 | 50.8282855681 |
| 2014-09-01 | 50.8674549011 |
| 2014-10-01 | 50.8615932017 |
| 2014-11-01 | 50.8841234118 |
| 2014-12-01 | 51.0571581461 |
| 2015-01-01 | 50.8123759377 |
| 2015-02-01 | 51.1401775043 |
| 2015-03-01 | 51.0677435252 |
| 2015-04-01 | 51.1482730221 |
| 2015-05-01 | 51.5675495656 |
| 2015-06-01 | 51.7042594716 |
| 2015-07-01 | 52.1299542781 |
| 2015-08-01 | 51.3202193021 |
| 2015-09-01 | 51.7984253083 |
| 2015-10-01 | 51.9590233564 |
| 2015-11-01 | 52.2501519459 |
| 2015-12-01 | 52.4073160820 |
| 2016-01-01 | 52.0248894387 |
| 2016-02-01 | 52.4198030877 |
| 2016-03-01 | 52.7149807775 |
| 2016-04-01 | 53.0599759851 |
| 2016-05-01 | 53.1030941759 |
| 2016-06-01 | 53.2734370753 |
| 2016-07-01 | 53.1784310139 |
| 2016-08-01 | 53.0375722277 |
| 2016-09-01 | 53.4583563378 |
| 2016-10-01 | 53.3582605393 |
| 2016-11-01 | 52.9435045756 |
| 2016-12-01 | 53.3955308132 |
| 2017-01-01 | 53.6184554155 |
| 2017-02-01 | 53.5871648827 |
| 2017-03-01 | 53.6408033331 |
| 2017-04-01 | 53.8128921740 |
| 2017-05-01 | 53.5322308551 |
| 2017-06-01 | 53.4821072622 |
| 2017-07-01 | 53.9414562036 |
| 2017-08-01 | 53.7917366433 |
| 2017-09-01 | 53.7403304218 |
| 2017-10-01 | 53.7508006168 |
| 2017-11-01 | 53.7407964427 |
| 2017-12-01 | 53.9336739331 |
| 2018-01-01 | 54.0171454347 |
| 2018-02-01 | 53.8605690255 |
| 2018-03-01 | 53.8663632746 |
| 2018-04-01 | 53.6807507363 |
| 2018-05-01 | 53.8690248270 |
| 2018-06-01 | 53.6874716145 |
| 2018-07-01 | 53.8820684422 |
| 2018-08-01 | 53.7633461866 |
| 2018-09-01 | 53.8649994104 |
| 2018-10-01 | 53.8308254939 |
| 2018-11-01 | 53.3520605434 |
| 2018-12-01 | 53.6523223563 |
| 2019-01-01 | 54.6696450804 |
| 2019-02-01 | 54.5421941469 |
| 2019-03-01 | 54.7230019653 |
| 2019-04-01 | 54.6401127699 |
| 2019-05-01 | 54.3875303083 |
| 2019-06-01 | 54.4711134164 |
| 2019-07-01 | 54.2300026344 |
| 2019-08-01 | 54.0296518293 |
| 2019-09-01 | 54.8989869341 |
| 2019-10-01 | 54.8699590040 |
| 2019-11-01 | 55.2188411517 |
| 2019-12-01 | 55.2097060852 |
| 2020-01-01 | 55.3030771137 |
| 2020-02-01 | 55.0195613764 |
| 2020-03-01 | 54.2147118867 |
| 2020-04-01 | 46.6152068454 |
| 2020-05-01 | 47.0606731876 |
| 2020-06-01 | 49.1678922028 |
| 2020-07-01 | 50.5334376277 |
| 2020-08-01 | 51.7137127396 |
| 2020-09-01 | 51.0914475799 |
| 2020-10-01 | 51.3393085231 |
| 2020-11-01 | 51.5536650313 |
| 2020-12-01 | 51.4702757579 |
| 2021-01-01 | 51.9569314666 |
| 2021-02-01 | 52.1570462166 |
| 2021-03-01 | 52.7447026755 |
| 2021-04-01 | 53.2585202787 |
| 2021-05-01 | 53.5254131867 |
| 2021-06-01 | 54.0152617151 |
| 2021-07-01 | 54.6038579139 |
| 2021-08-01 | 54.7966859424 |
| 2021-09-01 | 54.5674217676 |
| 2021-10-01 | 54.9650868029 |
| 2021-11-01 | 55.0302160969 |
| 2021-12-01 | 54.9948321478 |
| 2022-01-01 | 54.5745661291 |
| 2022-02-01 | 55.3221920389 |
| 2022-03-01 | 55.3302694159 |
| 2022-04-01 | 55.6187956014 |
| 2022-05-01 | 55.6217098698 |
| 2022-06-01 | 55.8969423672 |
| 2022-07-01 | 55.8778054878 |
| 2022-08-01 | 55.7154521587 |
| 2022-09-01 | 55.6663434325 |
| 2022-10-01 | 56.0656501581 |
| 2022-11-01 | 56.0702855853 |
| 2022-12-01 | 56.4185295790 |
| 2023-01-01 | 56.3804199062 |
| 2023-02-01 | 56.7222160655 |
| 2023-03-01 | 56.7421743873 |
| 2023-04-01 | 56.6007801100 |
| 2023-05-01 | 56.7947912486 |
| 2023-06-01 | 56.6534076476 |
| 2023-07-01 | 56.7605162782 |
| 2023-08-01 | 56.6532955385 |
| 2023-09-01 | 57.0435211772 |
| 2023-10-01 | 56.7669166473 |
| 2023-11-01 | 56.9013259590 |
| 2023-12-01 | 57.3602354013 |
| 2024-01-01 | 57.2470869755 |
| 2024-02-01 | 57.4513593358 |
| 2024-03-01 | 58.0350059779 |
| 2024-04-01 | 57.1957394453 |
| 2024-05-01 | 56.6607900720 |
| 2024-06-01 | 56.7976974867 |
| 2024-07-01 | 56.9579320439 |
| 2024-08-01 | 56.9936027029 |
| 2024-09-01 | 57.0151201805 |
| 2024-10-01 | 56.5927861156 |
| 2024-11-01 | 56.4305933796 |
| 2024-12-01 | 56.4405310532 |
| 2025-01-01 | 56.2207642692 |
| 2025-02-01 | 56.5134541024 |
| 2025-03-01 | 56.7616011448 |
| 2025-04-01 | 57.0222190680 |
| 2025-05-01 | 56.9365823413 |
| 2025-06-01 | 57.1590165655 |
| 2025-07-01 | 56.8629740973 |
| 2025-08-01 | 57.5473676041 |
| 2025-09-01 | 56.9836304821 |
| 2025-10-01 | 57.2855204358 |
| 2025-11-01 | 57.4051203724 |
| 2025-12-01 | 57.2198839570 |
| 2026-01-01 | 57.1881471855 |
| 2026-02-01 | 56.4776926760 |
| 2026-03-01 | 56.9636932200 |
| 2026-04-01 | 56.5448941379 |
| 2026-05-01 | 57.3337797301 |
| 2026-06-01 | 57.6285612816 |
| 2026-07-01 | 57.5896856818 |
| 2026-08-01 | 57.6000947372 |