Table Data - All Employees: Professional and Business Services in Hagerstown-Martinsburg, MD-WV (MSA)
| Title | All Employees: Professional and Business Services in Hagerstown-Martinsburg, MD-WV (MSA) |
|---|---|
| Series ID | HAGE124PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:45 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 | 2.5925001412 |
| 1990-02-01 | 2.6745429550 |
| 1990-03-01 | 2.6978871948 |
| 1990-04-01 | 2.9033018939 |
| 1990-05-01 | 2.9364923048 |
| 1990-06-01 | 2.8881888877 |
| 1990-07-01 | 2.8074853772 |
| 1990-08-01 | 2.9005025358 |
| 1990-09-01 | 2.8360664559 |
| 1990-10-01 | 2.9088231553 |
| 1990-11-01 | 2.8731131218 |
| 1990-12-01 | 2.9640631368 |
| 1991-01-01 | 3.0044906296 |
| 1991-02-01 | 2.9830226097 |
| 1991-03-01 | 3.0008489217 |
| 1991-04-01 | 2.9050793052 |
| 1991-05-01 | 2.9358246398 |
| 1991-06-01 | 2.9946802486 |
| 1991-07-01 | 3.0060118787 |
| 1991-08-01 | 2.9963515728 |
| 1991-09-01 | 3.1298900317 |
| 1991-10-01 | 3.1063375017 |
| 1991-11-01 | 3.1658145743 |
| 1991-12-01 | 3.1581139800 |
| 1992-01-01 | 3.2036503229 |
| 1992-02-01 | 3.2894297637 |
| 1992-03-01 | 3.4022609951 |
| 1992-04-01 | 3.5135492591 |
| 1992-05-01 | 3.5488028382 |
| 1992-06-01 | 3.6101008962 |
| 1992-07-01 | 3.6052443871 |
| 1992-08-01 | 3.6887182303 |
| 1992-09-01 | 3.7132649514 |
| 1992-10-01 | 3.7941230355 |
| 1992-11-01 | 3.7413598006 |
| 1992-12-01 | 3.7447798959 |
| 1993-01-01 | 3.8175209540 |
| 1993-02-01 | 3.8023399715 |
| 1993-03-01 | 3.8095098374 |
| 1993-04-01 | 3.8186091342 |
| 1993-05-01 | 3.8562802097 |
| 1993-06-01 | 3.8300730925 |
| 1993-07-01 | 3.9089708522 |
| 1993-08-01 | 3.8785851658 |
| 1993-09-01 | 3.9127141422 |
| 1993-10-01 | 3.8955994711 |
| 1993-11-01 | 4.0160844630 |
| 1993-12-01 | 4.1323428047 |
| 1994-01-01 | 4.1144325860 |
| 1994-02-01 | 4.2101306267 |
| 1994-03-01 | 4.2186483701 |
| 1994-04-01 | 4.4287573060 |
| 1994-05-01 | 4.5718466936 |
| 1994-06-01 | 4.6575975705 |
| 1994-07-01 | 4.8132571999 |
| 1994-08-01 | 4.9684191900 |
| 1994-09-01 | 4.9959899067 |
| 1994-10-01 | 5.0737201537 |
| 1994-11-01 | 5.0610729160 |
| 1994-12-01 | 5.0991653366 |
| 1995-01-01 | 5.3406646225 |
| 1995-02-01 | 5.2386835045 |
| 1995-03-01 | 5.2391938956 |
| 1995-04-01 | 5.1378865695 |
| 1995-05-01 | 5.0780465245 |
| 1995-06-01 | 4.9745715281 |
| 1995-07-01 | 5.2157255465 |
| 1995-08-01 | 5.2644808937 |
| 1995-09-01 | 5.3108686805 |
| 1995-10-01 | 5.2721764058 |
| 1995-11-01 | 5.4265275973 |
| 1995-12-01 | 5.5657930036 |
| 1996-01-01 | 5.2302837141 |
| 1996-02-01 | 5.4408623063 |
| 1996-03-01 | 5.4448126916 |
| 1996-04-01 | 5.5579667392 |
| 1996-05-01 | 5.5917371506 |
| 1996-06-01 | 5.5930370153 |
| 1996-07-01 | 5.5086870511 |
| 1996-08-01 | 5.6720916362 |
| 1996-09-01 | 5.7163519253 |
| 1996-10-01 | 5.8679452112 |
| 1996-11-01 | 5.8882609980 |
| 1996-12-01 | 5.9295466948 |
| 1997-01-01 | 6.0468142984 |
| 1997-02-01 | 5.8469826545 |
| 1997-03-01 | 6.1550167821 |
| 1997-04-01 | 6.2868916840 |
| 1997-05-01 | 6.2999968129 |
| 1997-06-01 | 6.4152532421 |
| 1997-07-01 | 6.4048471212 |
| 1997-08-01 | 6.4823105119 |
| 1997-09-01 | 6.6125138546 |
| 1997-10-01 | 6.3578893025 |
| 1997-11-01 | 6.8424213083 |
| 1997-12-01 | 6.9720894396 |
| 1998-01-01 | 7.1712518266 |
| 1998-02-01 | 7.2732073037 |
| 1998-03-01 | 7.2664405256 |
| 1998-04-01 | 7.7402870835 |
| 1998-05-01 | 7.9149362316 |
| 1998-06-01 | 8.3496421725 |
| 1998-07-01 | 8.2029978200 |
| 1998-08-01 | 8.2031002970 |
| 1998-09-01 | 7.9961390286 |
| 1998-10-01 | 8.1223191286 |
| 1998-11-01 | 8.1886047782 |
| 1998-12-01 | 8.1957573985 |
| 1999-01-01 | 7.8871441827 |
| 1999-02-01 | 7.9885803644 |
| 1999-03-01 | 7.9826884198 |
| 1999-04-01 | 7.8621024724 |
| 1999-05-01 | 7.7934552748 |
| 1999-06-01 | 7.9412311280 |
| 1999-07-01 | 8.2170171969 |
| 1999-08-01 | 8.4097655039 |
| 1999-09-01 | 8.2920127701 |
| 1999-10-01 | 8.2108016309 |
| 1999-11-01 | 8.3009462390 |
| 1999-12-01 | 8.3676695486 |
| 2000-01-01 | 8.5078595489 |
| 2000-02-01 | 8.4906832745 |
| 2000-03-01 | 8.2874782581 |
| 2000-04-01 | 8.0621479412 |
| 2000-05-01 | 8.0916223574 |
| 2000-06-01 | 7.9362487625 |
| 2000-07-01 | 7.9472858700 |
| 2000-08-01 | 7.9107181466 |
| 2000-09-01 | 7.9932721643 |
| 2000-10-01 | 7.9087995039 |
| 2000-11-01 | 7.9330880626 |
| 2000-12-01 | 7.8780245141 |
| 2001-01-01 | 7.8886933500 |
| 2001-02-01 | 7.8687610516 |
| 2001-03-01 | 7.8963485780 |
| 2001-04-01 | 7.8267498683 |
| 2001-05-01 | 7.9806367170 |
| 2001-06-01 | 8.0370965306 |
| 2001-07-01 | 7.7886424182 |
| 2001-08-01 | 7.7061938349 |
| 2001-09-01 | 7.6907202879 |
| 2001-10-01 | 7.8022409744 |
| 2001-11-01 | 7.9613581150 |
| 2001-12-01 | 7.8760615713 |
| 2002-01-01 | 7.5768332692 |
| 2002-02-01 | 7.7638106373 |
| 2002-03-01 | 7.5989621309 |
| 2002-04-01 | 8.1891931767 |
| 2002-05-01 | 8.3808962671 |
| 2002-06-01 | 8.2231008462 |
| 2002-07-01 | 8.2345196950 |
| 2002-08-01 | 8.4097784061 |
| 2002-09-01 | 8.2884978475 |
| 2002-10-01 | 8.2934732503 |
| 2002-11-01 | 7.9801436065 |
| 2002-12-01 | 8.5333351112 |
| 2003-01-01 | 7.8770470470 |
| 2003-02-01 | 7.8812212046 |
| 2003-03-01 | 7.7013237247 |
| 2003-04-01 | 7.6494471198 |
| 2003-05-01 | 7.2642976910 |
| 2003-06-01 | 7.2971994832 |
| 2003-07-01 | 7.2338746331 |
| 2003-08-01 | 7.3065607597 |
| 2003-09-01 | 7.3137352215 |
| 2003-10-01 | 7.4316590551 |
| 2003-11-01 | 7.0223670214 |
| 2003-12-01 | 7.5570238324 |
| 2004-01-01 | 7.8713980350 |
| 2004-02-01 | 7.6818135633 |
| 2004-03-01 | 7.5928478239 |
| 2004-04-01 | 7.7319966986 |
| 2004-05-01 | 7.7765680278 |
| 2004-06-01 | 7.6916167806 |
| 2004-07-01 | 8.0395569417 |
| 2004-08-01 | 7.7057486242 |
| 2004-09-01 | 7.8350866894 |
| 2004-10-01 | 7.6631158112 |
| 2004-11-01 | 7.6087997828 |
| 2004-12-01 | 8.3914986118 |
| 2005-01-01 | 8.0573916917 |
| 2005-02-01 | 7.7825167499 |
| 2005-03-01 | 7.8985467761 |
| 2005-04-01 | 7.8314668922 |
| 2005-05-01 | 7.8782685050 |
| 2005-06-01 | 7.9954189109 |
| 2005-07-01 | 7.9132801748 |
| 2005-08-01 | 7.9023071694 |
| 2005-09-01 | 7.8547586266 |
| 2005-10-01 | 7.8027704649 |
| 2005-11-01 | 7.8084108862 |
| 2005-12-01 | 8.6658991790 |
| 2006-01-01 | 8.4396163713 |
| 2006-02-01 | 8.2908888493 |
| 2006-03-01 | 8.4080212390 |
| 2006-04-01 | 8.1382147868 |
| 2006-05-01 | 8.1725964873 |
| 2006-06-01 | 8.0839907389 |
| 2006-07-01 | 7.9891525795 |
| 2006-08-01 | 7.8978475498 |
| 2006-09-01 | 7.8894621325 |
| 2006-10-01 | 7.9423501987 |
| 2006-11-01 | 8.1036014210 |
| 2006-12-01 | 7.3254322910 |
| 2007-01-01 | 7.9106186806 |
| 2007-02-01 | 7.9933789113 |
| 2007-03-01 | 7.9049091388 |
| 2007-04-01 | 8.0319982219 |
| 2007-05-01 | 7.9476641295 |
| 2007-06-01 | 8.1678669434 |
| 2007-07-01 | 8.3680557150 |
| 2007-08-01 | 8.4930655809 |
| 2007-09-01 | 8.5248702101 |
| 2007-10-01 | 8.6711312392 |
| 2007-11-01 | 8.9023128185 |
| 2007-12-01 | 9.0655233935 |
| 2008-01-01 | 8.1968077964 |
| 2008-02-01 | 8.2931539616 |
| 2008-03-01 | 8.2071828929 |
| 2008-04-01 | 8.3068891713 |
| 2008-05-01 | 8.2355943183 |
| 2008-06-01 | 8.1482969145 |
| 2008-07-01 | 8.2416576830 |
| 2008-08-01 | 8.2919242248 |
| 2008-09-01 | 8.3604173585 |
| 2008-10-01 | 8.1992906487 |
| 2008-11-01 | 7.9384124866 |
| 2008-12-01 | 8.0507332079 |
| 2009-01-01 | 8.0915055326 |
| 2009-02-01 | 7.9773823183 |
| 2009-03-01 | 7.9932266794 |
| 2009-04-01 | 7.9746871364 |
| 2009-05-01 | 8.1197407672 |
| 2009-06-01 | 8.2361743258 |
| 2009-07-01 | 8.0219640080 |
| 2009-08-01 | 8.0941120991 |
| 2009-09-01 | 8.0675434615 |
| 2009-10-01 | 8.1158909247 |
| 2009-11-01 | 8.0558203621 |
| 2009-12-01 | 8.2931229736 |
| 2010-01-01 | 8.1992203266 |
| 2010-02-01 | 8.0688673034 |
| 2010-03-01 | 8.1725141175 |
| 2010-04-01 | 8.4516434282 |
| 2010-05-01 | 8.2097649302 |
| 2010-06-01 | 8.2270988054 |
| 2010-07-01 | 8.1088284097 |
| 2010-08-01 | 7.9891505280 |
| 2010-09-01 | 7.9620651667 |
| 2010-10-01 | 8.0192841716 |
| 2010-11-01 | 8.1762248958 |
| 2010-12-01 | 8.1333979144 |
| 2011-01-01 | 8.3232241032 |
| 2011-02-01 | 8.4809211769 |
| 2011-03-01 | 8.4472640611 |
| 2011-04-01 | 8.5396311801 |
| 2011-05-01 | 8.4021944325 |
| 2011-06-01 | 8.5289263800 |
| 2011-07-01 | 8.6018000720 |
| 2011-08-01 | 8.4777728530 |
| 2011-09-01 | 8.5464290277 |
| 2011-10-01 | 8.6095470665 |
| 2011-11-01 | 8.6800723528 |
| 2011-12-01 | 8.6558076765 |
| 2012-01-01 | 8.6510709842 |
| 2012-02-01 | 8.7833980764 |
| 2012-03-01 | 9.0455056351 |
| 2012-04-01 | 9.2384644000 |
| 2012-05-01 | 9.1045959281 |
| 2012-06-01 | 9.1394364654 |
| 2012-07-01 | 9.1832297527 |
| 2012-08-01 | 9.3552704260 |
| 2012-09-01 | 9.4239279912 |
| 2012-10-01 | 9.3838882903 |
| 2012-11-01 | 9.3783980758 |
| 2012-12-01 | 9.3631273675 |
| 2013-01-01 | 9.3899082724 |
| 2013-02-01 | 9.4030138214 |
| 2013-03-01 | 9.3639790901 |
| 2013-04-01 | 9.2502550743 |
| 2013-05-01 | 9.3078825329 |
| 2013-06-01 | 9.2421416525 |
| 2013-07-01 | 9.2671888953 |
| 2013-08-01 | 9.3237941254 |
| 2013-09-01 | 9.2885633712 |
| 2013-10-01 | 9.2567958134 |
| 2013-11-01 | 9.1952176128 |
| 2013-12-01 | 9.4011970934 |
| 2014-01-01 | 9.3004397340 |
| 2014-02-01 | 9.3045209033 |
| 2014-03-01 | 9.3883579331 |
| 2014-04-01 | 9.4693502236 |
| 2014-05-01 | 9.4059873817 |
| 2014-06-01 | 9.3321732442 |
| 2014-07-01 | 9.2451142207 |
| 2014-08-01 | 9.4930370430 |
| 2014-09-01 | 9.5644918189 |
| 2014-10-01 | 9.8309458234 |
| 2014-11-01 | 9.7155030341 |
| 2014-12-01 | 9.6360916905 |
| 2015-01-01 | 9.7236063164 |
| 2015-02-01 | 9.7166250742 |
| 2015-03-01 | 9.6009345291 |
| 2015-04-01 | 9.6734218766 |
| 2015-05-01 | 9.8020482511 |
| 2015-06-01 | 10.0094020997 |
| 2015-07-01 | 9.8200287409 |
| 2015-08-01 | 9.6737353519 |
| 2015-09-01 | 9.6597463401 |
| 2015-10-01 | 9.7293157474 |
| 2015-11-01 | 9.9348779480 |
| 2015-12-01 | 9.7930177693 |
| 2016-01-01 | 9.4168163082 |
| 2016-02-01 | 9.2933957443 |
| 2016-03-01 | 9.1912175243 |
| 2016-04-01 | 9.2633769870 |
| 2016-05-01 | 9.3038891959 |
| 2016-06-01 | 9.4802296069 |
| 2016-07-01 | 9.4009546706 |
| 2016-08-01 | 9.4797667736 |
| 2016-09-01 | 9.4734127501 |
| 2016-10-01 | 9.4400068160 |
| 2016-11-01 | 9.3552700680 |
| 2016-12-01 | 9.2488639254 |
| 2017-01-01 | 9.6213004729 |
| 2017-02-01 | 9.6854330644 |
| 2017-03-01 | 9.7700096369 |
| 2017-04-01 | 9.7400744228 |
| 2017-05-01 | 9.7007799066 |
| 2017-06-01 | 9.6485073646 |
| 2017-07-01 | 9.6997781939 |
| 2017-08-01 | 9.6954708544 |
| 2017-09-01 | 9.6911341109 |
| 2017-10-01 | 9.6552557058 |
| 2017-11-01 | 9.6672687049 |
| 2017-12-01 | 9.4821904334 |
| 2018-01-01 | 9.5085411734 |
| 2018-02-01 | 9.6644304783 |
| 2018-03-01 | 9.6292887995 |
| 2018-04-01 | 9.5214987975 |
| 2018-05-01 | 9.4990045532 |
| 2018-06-01 | 9.4342596793 |
| 2018-07-01 | 9.5163693317 |
| 2018-08-01 | 9.5323209204 |
| 2018-09-01 | 9.5127786455 |
| 2018-10-01 | 9.5637687389 |
| 2018-11-01 | 9.6656577835 |
| 2018-12-01 | 9.4960712277 |
| 2019-01-01 | 9.7973685016 |
| 2019-02-01 | 9.7478374597 |
| 2019-03-01 | 9.7969466571 |
| 2019-04-01 | 10.0091692767 |
| 2019-05-01 | 9.8932011886 |
| 2019-06-01 | 10.0311908253 |
| 2019-07-01 | 10.0314148678 |
| 2019-08-01 | 10.0614493016 |
| 2019-09-01 | 10.0312823901 |
| 2019-10-01 | 9.9672280253 |
| 2019-11-01 | 9.9548574405 |
| 2019-12-01 | 10.1002833676 |
| 2020-01-01 | 10.1765612995 |
| 2020-02-01 | 10.2426603774 |
| 2020-03-01 | 10.3899401370 |
| 2020-04-01 | 9.6082084271 |
| 2020-05-01 | 9.7858591379 |
| 2020-06-01 | 9.9353500017 |
| 2020-07-01 | 9.7447593437 |
| 2020-08-01 | 9.7861521026 |
| 2020-09-01 | 9.9376725855 |
| 2020-10-01 | 10.0709686036 |
| 2020-11-01 | 10.1491836615 |
| 2020-12-01 | 10.2105937722 |
| 2021-01-01 | 10.0475757572 |
| 2021-02-01 | 10.1283583013 |
| 2021-03-01 | 10.2009916129 |
| 2021-04-01 | 10.1121880302 |
| 2021-05-01 | 10.0640692109 |
| 2021-06-01 | 9.9319719503 |
| 2021-07-01 | 10.2450618894 |
| 2021-08-01 | 10.2908254371 |
| 2021-09-01 | 10.5378935075 |
| 2021-10-01 | 10.8766940815 |
| 2021-11-01 | 11.1667601421 |
| 2021-12-01 | 11.4328735731 |
| 2022-01-01 | 11.3452336216 |
| 2022-02-01 | 10.9202781592 |
| 2022-03-01 | 10.9103403023 |
| 2022-04-01 | 11.2063314904 |
| 2022-05-01 | 11.3361553263 |
| 2022-06-01 | 11.3260189513 |
| 2022-07-01 | 11.5332454982 |
| 2022-08-01 | 11.5775962929 |
| 2022-09-01 | 11.4269293506 |
| 2022-10-01 | 11.2850189161 |
| 2022-11-01 | 11.2008640572 |
| 2022-12-01 | 11.1674926756 |
| 2023-01-01 | 11.1284898342 |
| 2023-02-01 | 11.1056744328 |
| 2023-03-01 | 11.0186786830 |
| 2023-04-01 | 11.2198838512 |
| 2023-05-01 | 11.1105107879 |
| 2023-06-01 | 11.1279289761 |
| 2023-07-01 | 11.0168081456 |
| 2023-08-01 | 11.0456703101 |
| 2023-09-01 | 11.1167136302 |
| 2023-10-01 | 10.9996644917 |
| 2023-11-01 | 11.1439919406 |
| 2023-12-01 | 11.0951991276 |
| 2024-01-01 | 11.2264421100 |
| 2024-02-01 | 11.4060843147 |
| 2024-03-01 | 11.4303228638 |
| 2024-04-01 | 11.4162629472 |
| 2024-05-01 | 11.4905801369 |
| 2024-06-01 | 11.7132799364 |
| 2024-07-01 | 11.3977930179 |
| 2024-08-01 | 11.3099601230 |
| 2024-09-01 | 11.3028357002 |
| 2024-10-01 | 11.4171199822 |
| 2024-11-01 | 11.2824792326 |
| 2024-12-01 | 11.3176524230 |
| 2025-01-01 | 11.6348604333 |
| 2025-02-01 | 11.7153577227 |
| 2025-03-01 | 11.8354554687 |
| 2025-04-01 | 11.7186821995 |
| 2025-05-01 | 11.7712353216 |
| 2025-06-01 | 11.6942870418 |
| 2025-07-01 | 11.7809850877 |
| 2025-08-01 | 11.8830990843 |
| 2025-09-01 | 11.9009900325 |
| 2025-10-01 | 11.8257772152 |
| 2025-11-01 | 11.7104827300 |
| 2025-12-01 | 11.7252401572 |
| 2026-01-01 | 11.6453859839 |
| 2026-02-01 | 11.5221755274 |
| 2026-03-01 | 11.5307004044 |
| 2026-04-01 | 11.5221846852 |
| 2026-05-01 | 11.5709831060 |
| 2026-06-01 | 11.6844681009 |
| 2026-07-01 | 11.6773925531 |
| 2026-08-01 | 11.6765900753 |
| 2026-09-01 | 11.5976148154 |