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 2026-08-01 |
| Last Updated | 2026-09-18 12:12 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 | 2.5925001420 |
| 1990-02-01 | 2.6745429553 |
| 1990-03-01 | 2.6978871948 |
| 1990-04-01 | 2.9033018905 |
| 1990-05-01 | 2.9364923067 |
| 1990-06-01 | 2.8881888877 |
| 1990-07-01 | 2.8074853738 |
| 1990-08-01 | 2.9005025368 |
| 1990-09-01 | 2.8360664560 |
| 1990-10-01 | 2.9088231577 |
| 1990-11-01 | 2.8731131202 |
| 1990-12-01 | 2.9640631390 |
| 1991-01-01 | 3.0044906309 |
| 1991-02-01 | 2.9830226103 |
| 1991-03-01 | 3.0008489188 |
| 1991-04-01 | 2.9050793025 |
| 1991-05-01 | 2.9358246420 |
| 1991-06-01 | 2.9946802492 |
| 1991-07-01 | 3.0060118760 |
| 1991-08-01 | 2.9963515741 |
| 1991-09-01 | 3.1298900323 |
| 1991-10-01 | 3.1063375042 |
| 1991-11-01 | 3.1658145723 |
| 1991-12-01 | 3.1581139805 |
| 1992-01-01 | 3.2036503241 |
| 1992-02-01 | 3.2894297616 |
| 1992-03-01 | 3.4022609865 |
| 1992-04-01 | 3.5135492580 |
| 1992-05-01 | 3.5488028512 |
| 1992-06-01 | 3.6101009024 |
| 1992-07-01 | 3.6052443898 |
| 1992-08-01 | 3.6887182312 |
| 1992-09-01 | 3.7132649474 |
| 1992-10-01 | 3.7941230274 |
| 1992-11-01 | 3.7413597866 |
| 1992-12-01 | 3.7447798998 |
| 1993-01-01 | 3.8175209593 |
| 1993-02-01 | 3.8023399624 |
| 1993-03-01 | 3.8095098218 |
| 1993-04-01 | 3.8186091386 |
| 1993-05-01 | 3.8562802377 |
| 1993-06-01 | 3.8300731045 |
| 1993-07-01 | 3.9089709142 |
| 1993-08-01 | 3.8785851527 |
| 1993-09-01 | 3.9127141137 |
| 1993-10-01 | 3.8955994328 |
| 1993-11-01 | 4.0160844215 |
| 1993-12-01 | 4.1323428066 |
| 1994-01-01 | 4.1144325974 |
| 1994-02-01 | 4.2101306079 |
| 1994-03-01 | 4.2186483495 |
| 1994-04-01 | 4.4287573210 |
| 1994-05-01 | 4.5718467566 |
| 1994-06-01 | 4.6575976113 |
| 1994-07-01 | 4.8132573940 |
| 1994-08-01 | 4.9684192360 |
| 1994-09-01 | 4.9959899484 |
| 1994-10-01 | 5.0737195665 |
| 1994-11-01 | 5.0610729401 |
| 1994-12-01 | 5.0991654185 |
| 1995-01-01 | 5.3406646941 |
| 1995-02-01 | 5.2386835006 |
| 1995-03-01 | 5.2391938927 |
| 1995-04-01 | 5.1378865995 |
| 1995-05-01 | 5.0780466049 |
| 1995-06-01 | 4.9745715817 |
| 1995-07-01 | 5.2157258585 |
| 1995-08-01 | 5.2644809787 |
| 1995-09-01 | 5.3108689129 |
| 1995-10-01 | 5.2721752096 |
| 1995-11-01 | 5.4265276882 |
| 1995-12-01 | 5.5657931548 |
| 1996-01-01 | 5.2302838178 |
| 1996-02-01 | 5.4408623304 |
| 1996-03-01 | 5.4448127333 |
| 1996-04-01 | 5.5579668114 |
| 1996-05-01 | 5.5917371281 |
| 1996-06-01 | 5.5930371902 |
| 1996-07-01 | 5.5086875243 |
| 1996-08-01 | 5.6720917941 |
| 1996-09-01 | 5.7163524594 |
| 1996-10-01 | 5.8679432308 |
| 1996-11-01 | 5.8882610941 |
| 1996-12-01 | 5.9295468055 |
| 1997-01-01 | 6.0468143503 |
| 1997-02-01 | 5.8469826745 |
| 1997-03-01 | 6.1550169097 |
| 1997-04-01 | 6.2868918808 |
| 1997-05-01 | 6.2999967489 |
| 1997-06-01 | 6.4152536550 |
| 1997-07-01 | 6.4048478629 |
| 1997-08-01 | 6.4823107085 |
| 1997-09-01 | 6.6125146557 |
| 1997-10-01 | 6.3578870264 |
| 1997-11-01 | 6.8424211587 |
| 1997-12-01 | 6.9720892466 |
| 1998-01-01 | 7.1712516279 |
| 1998-02-01 | 7.2732072503 |
| 1998-03-01 | 7.2664407575 |
| 1998-04-01 | 7.7402874803 |
| 1998-05-01 | 7.9149362553 |
| 1998-06-01 | 8.3496426042 |
| 1998-07-01 | 8.2029991813 |
| 1998-08-01 | 8.2031012226 |
| 1998-09-01 | 7.9961411311 |
| 1998-10-01 | 8.1223178625 |
| 1998-11-01 | 8.1885996157 |
| 1998-12-01 | 8.1957592650 |
| 1999-01-01 | 7.8871404095 |
| 1999-02-01 | 7.9885817359 |
| 1999-03-01 | 7.9826894695 |
| 1999-04-01 | 7.8621035920 |
| 1999-05-01 | 7.7934563985 |
| 1999-06-01 | 7.9412311959 |
| 1999-07-01 | 8.2170183664 |
| 1999-08-01 | 8.4097664230 |
| 1999-09-01 | 8.2920148804 |
| 1999-10-01 | 8.2108012216 |
| 1999-11-01 | 8.3009337618 |
| 1999-12-01 | 8.3676822110 |
| 2000-01-01 | 8.5078495801 |
| 2000-02-01 | 8.4906848076 |
| 2000-03-01 | 8.2874794329 |
| 2000-04-01 | 8.0621495159 |
| 2000-05-01 | 8.0916248403 |
| 2000-06-01 | 7.9362482415 |
| 2000-07-01 | 7.9472865273 |
| 2000-08-01 | 7.9107186681 |
| 2000-09-01 | 7.9932739811 |
| 2000-10-01 | 7.9088007267 |
| 2000-11-01 | 7.9330672985 |
| 2000-12-01 | 7.8780485787 |
| 2001-01-01 | 7.8886774837 |
| 2001-02-01 | 7.8687641462 |
| 2001-03-01 | 7.8963507835 |
| 2001-04-01 | 7.8267523649 |
| 2001-05-01 | 7.9806407885 |
| 2001-06-01 | 8.0370953608 |
| 2001-07-01 | 7.7886407773 |
| 2001-08-01 | 7.7061921304 |
| 2001-09-01 | 7.6907189856 |
| 2001-10-01 | 7.8022399946 |
| 2001-11-01 | 7.9613307557 |
| 2001-12-01 | 7.8761062413 |
| 2002-01-01 | 7.5768144533 |
| 2002-02-01 | 7.7638129766 |
| 2002-03-01 | 7.5989641222 |
| 2002-04-01 | 8.1891958230 |
| 2002-05-01 | 8.3809008920 |
| 2002-06-01 | 8.2230985931 |
| 2002-07-01 | 8.2345153416 |
| 2002-08-01 | 8.4097739373 |
| 2002-09-01 | 8.2884930710 |
| 2002-10-01 | 8.2934685933 |
| 2002-11-01 | 7.9801081941 |
| 2002-12-01 | 8.5334039049 |
| 2003-01-01 | 7.8770294638 |
| 2003-02-01 | 7.8812256578 |
| 2003-03-01 | 7.7013261679 |
| 2003-04-01 | 7.6494490629 |
| 2003-05-01 | 7.2643006119 |
| 2003-06-01 | 7.2971957846 |
| 2003-07-01 | 7.2338672240 |
| 2003-08-01 | 7.3065531449 |
| 2003-09-01 | 7.3137257799 |
| 2003-10-01 | 7.4316475380 |
| 2003-11-01 | 7.0223351003 |
| 2003-12-01 | 7.5571102852 |
| 2004-01-01 | 7.8713846131 |
| 2004-02-01 | 7.6818149142 |
| 2004-03-01 | 7.5928472721 |
| 2004-04-01 | 7.7319953042 |
| 2004-05-01 | 7.7765698017 |
| 2004-06-01 | 7.6916098162 |
| 2004-07-01 | 8.0395452977 |
| 2004-08-01 | 7.7057374332 |
| 2004-09-01 | 7.8350735583 |
| 2004-10-01 | 7.6631012883 |
| 2004-11-01 | 7.6087723200 |
| 2004-12-01 | 8.3916100055 |
| 2005-01-01 | 8.0573794069 |
| 2005-02-01 | 7.7825143366 |
| 2005-03-01 | 7.8985426677 |
| 2005-04-01 | 7.8314617883 |
| 2005-05-01 | 7.8782686614 |
| 2005-06-01 | 7.9954098204 |
| 2005-07-01 | 7.9132670985 |
| 2005-08-01 | 7.9022950120 |
| 2005-09-01 | 7.8547394848 |
| 2005-10-01 | 7.8027564984 |
| 2005-11-01 | 7.8083969461 |
| 2005-12-01 | 8.6660228296 |
| 2006-01-01 | 8.4396029639 |
| 2006-02-01 | 8.2908787216 |
| 2006-03-01 | 8.4080111127 |
| 2006-04-01 | 8.1382048013 |
| 2006-05-01 | 8.1725953448 |
| 2006-06-01 | 8.0839806879 |
| 2006-07-01 | 7.9891408630 |
| 2006-08-01 | 7.8978379157 |
| 2006-09-01 | 7.8894410243 |
| 2006-10-01 | 7.9423421140 |
| 2006-11-01 | 8.1035978636 |
| 2006-12-01 | 7.3255316058 |
| 2007-01-01 | 7.9106039405 |
| 2007-02-01 | 7.9933642324 |
| 2007-03-01 | 7.9048964437 |
| 2007-04-01 | 8.0319856849 |
| 2007-05-01 | 7.9476615323 |
| 2007-06-01 | 8.1678580664 |
| 2007-07-01 | 8.3680468729 |
| 2007-08-01 | 8.4930594185 |
| 2007-09-01 | 8.5248459123 |
| 2007-10-01 | 8.6711283729 |
| 2007-11-01 | 8.9023188263 |
| 2007-12-01 | 9.0656352949 |
| 2008-01-01 | 8.1967904034 |
| 2008-02-01 | 8.2931326745 |
| 2008-03-01 | 8.2071676822 |
| 2008-04-01 | 8.3068749165 |
| 2008-05-01 | 8.2355918136 |
| 2008-06-01 | 8.1482896979 |
| 2008-07-01 | 8.2416525338 |
| 2008-08-01 | 8.2919218592 |
| 2008-09-01 | 8.3603982533 |
| 2008-10-01 | 8.1992942207 |
| 2008-11-01 | 7.9384230483 |
| 2008-12-01 | 8.0508111828 |
| 2009-01-01 | 8.0914869857 |
| 2009-02-01 | 7.9773600703 |
| 2009-03-01 | 7.9932134995 |
| 2009-04-01 | 7.9746752854 |
| 2009-05-01 | 8.1197381257 |
| 2009-06-01 | 8.2361705276 |
| 2009-07-01 | 8.0219625393 |
| 2009-08-01 | 8.0941131668 |
| 2009-09-01 | 8.0675282661 |
| 2009-10-01 | 8.1158976264 |
| 2009-11-01 | 8.0558310435 |
| 2009-12-01 | 8.2931779029 |
| 2010-01-01 | 8.1992061351 |
| 2010-02-01 | 8.0688472900 |
| 2010-03-01 | 8.1725041744 |
| 2010-04-01 | 8.4516340831 |
| 2010-05-01 | 8.2097624722 |
| 2010-06-01 | 8.2270974287 |
| 2010-07-01 | 8.1088289969 |
| 2010-08-01 | 7.9891526777 |
| 2010-09-01 | 7.9620563644 |
| 2010-10-01 | 8.0192892754 |
| 2010-11-01 | 8.1762300161 |
| 2010-12-01 | 8.1334309930 |
| 2011-01-01 | 8.3232170914 |
| 2011-02-01 | 8.4809058840 |
| 2011-03-01 | 8.4472580737 |
| 2011-04-01 | 8.5396251575 |
| 2011-05-01 | 8.4021916440 |
| 2011-06-01 | 8.5289263937 |
| 2011-07-01 | 8.6018018403 |
| 2011-08-01 | 8.4777748746 |
| 2011-09-01 | 8.5464246587 |
| 2011-10-01 | 8.6095492532 |
| 2011-11-01 | 8.6800731083 |
| 2011-12-01 | 8.6558262379 |
| 2012-01-01 | 8.6510701493 |
| 2012-02-01 | 8.7833882993 |
| 2012-03-01 | 9.0455027553 |
| 2012-04-01 | 9.2384606334 |
| 2012-05-01 | 9.1045942249 |
| 2012-06-01 | 9.1394360587 |
| 2012-07-01 | 9.1832309355 |
| 2012-08-01 | 9.3552709852 |
| 2012-09-01 | 9.4239284191 |
| 2012-10-01 | 9.3838886291 |
| 2012-11-01 | 9.3783979954 |
| 2012-12-01 | 9.3631368716 |
| 2013-01-01 | 9.3899078927 |
| 2013-02-01 | 9.4030079567 |
| 2013-03-01 | 9.3639768906 |
| 2013-04-01 | 9.2502533350 |
| 2013-05-01 | 9.3078819805 |
| 2013-06-01 | 9.2421419749 |
| 2013-07-01 | 9.2671906420 |
| 2013-08-01 | 9.3237948720 |
| 2013-09-01 | 9.2885641421 |
| 2013-10-01 | 9.2567967208 |
| 2013-11-01 | 9.1952169092 |
| 2013-12-01 | 9.4011969087 |
| 2014-01-01 | 9.3004403386 |
| 2014-02-01 | 9.3045193860 |
| 2014-03-01 | 9.3883558584 |
| 2014-04-01 | 9.4693499876 |
| 2014-05-01 | 9.4059877651 |
| 2014-06-01 | 9.3321743346 |
| 2014-07-01 | 9.2451164684 |
| 2014-08-01 | 9.4930384627 |
| 2014-09-01 | 9.5644931464 |
| 2014-10-01 | 9.8309466994 |
| 2014-11-01 | 9.7154999358 |
| 2014-12-01 | 9.6360879387 |
| 2015-01-01 | 9.7236045697 |
| 2015-02-01 | 9.7166237888 |
| 2015-03-01 | 9.6009313452 |
| 2015-04-01 | 9.6734235511 |
| 2015-05-01 | 9.8020516472 |
| 2015-06-01 | 10.0094068343 |
| 2015-07-01 | 9.8200343928 |
| 2015-08-01 | 9.6737393237 |
| 2015-09-01 | 9.6597491351 |
| 2015-10-01 | 9.7293160840 |
| 2015-11-01 | 9.9348707478 |
| 2015-12-01 | 9.7930056695 |
| 2016-01-01 | 9.4168065383 |
| 2016-02-01 | 9.2933863530 |
| 2016-03-01 | 9.1912093509 |
| 2016-04-01 | 9.2633952478 |
| 2016-05-01 | 9.3038971861 |
| 2016-06-01 | 9.4802424357 |
| 2016-07-01 | 9.4009685205 |
| 2016-08-01 | 9.4797771695 |
| 2016-09-01 | 9.4734178732 |
| 2016-10-01 | 9.4400051807 |
| 2016-11-01 | 9.3552582555 |
| 2016-12-01 | 9.2488387741 |
| 2017-01-01 | 9.6212717854 |
| 2017-02-01 | 9.6854039431 |
| 2017-03-01 | 9.7699819115 |
| 2017-04-01 | 9.7400941983 |
| 2017-05-01 | 9.7007743542 |
| 2017-06-01 | 9.6486527889 |
| 2017-07-01 | 9.6997866494 |
| 2017-08-01 | 9.6954666940 |
| 2017-09-01 | 9.6911353446 |
| 2017-10-01 | 9.6552468926 |
| 2017-11-01 | 9.6672448463 |
| 2017-12-01 | 9.4821444526 |
| 2018-01-01 | 9.5084869994 |
| 2018-02-01 | 9.6643735134 |
| 2018-03-01 | 9.6292327096 |
| 2018-04-01 | 9.5215043277 |
| 2018-05-01 | 9.4989693155 |
| 2018-06-01 | 9.4346226726 |
| 2018-07-01 | 9.5163600798 |
| 2018-08-01 | 9.5322980219 |
| 2018-09-01 | 9.5127831024 |
| 2018-10-01 | 9.5637726450 |
| 2018-11-01 | 9.6655824844 |
| 2018-12-01 | 9.4959911604 |
| 2019-01-01 | 9.7972766163 |
| 2019-02-01 | 9.7477502330 |
| 2019-03-01 | 9.7968354827 |
| 2019-04-01 | 10.0091656739 |
| 2019-05-01 | 9.8931519125 |
| 2019-06-01 | 10.0318283478 |
| 2019-07-01 | 10.0314029381 |
| 2019-08-01 | 10.0614180605 |
| 2019-09-01 | 10.0312981658 |
| 2019-10-01 | 9.9672450234 |
| 2019-11-01 | 9.9547172082 |
| 2019-12-01 | 10.1001469291 |
| 2020-01-01 | 10.1764096591 |
| 2020-02-01 | 10.2425189487 |
| 2020-03-01 | 10.3897582559 |
| 2020-04-01 | 9.6082079748 |
| 2020-05-01 | 9.7858330474 |
| 2020-06-01 | 9.9361420034 |
| 2020-07-01 | 9.7448123833 |
| 2020-08-01 | 9.7861888511 |
| 2020-09-01 | 9.9377437006 |
| 2020-10-01 | 10.0710087497 |
| 2020-11-01 | 10.1489400453 |
| 2020-12-01 | 10.2103139177 |
| 2021-01-01 | 10.0472411496 |
| 2021-02-01 | 10.1280367508 |
| 2021-03-01 | 10.2006738997 |
| 2021-04-01 | 10.1122010592 |
| 2021-05-01 | 10.0642099793 |
| 2021-06-01 | 9.9332249696 |
| 2021-07-01 | 10.2454225854 |
| 2021-08-01 | 10.2910936359 |
| 2021-09-01 | 10.5381159897 |
| 2021-10-01 | 10.8767793659 |
| 2021-11-01 | 11.1659244749 |
| 2021-12-01 | 11.4316214756 |
| 2022-01-01 | 11.3446525880 |
| 2022-02-01 | 10.9198052071 |
| 2022-03-01 | 10.9089702311 |
| 2022-04-01 | 11.2068010079 |
| 2022-05-01 | 11.3371737941 |
| 2022-06-01 | 11.3285413102 |
| 2022-07-01 | 11.5346305313 |
| 2022-08-01 | 11.5785387493 |
| 2022-09-01 | 11.4273379747 |
| 2022-10-01 | 11.2848442767 |
| 2022-11-01 | 11.1989590162 |
| 2022-12-01 | 11.1647324576 |
| 2023-01-01 | 11.1270460223 |
| 2023-02-01 | 11.1043267233 |
| 2023-03-01 | 11.0156659875 |
| 2023-04-01 | 11.2206331355 |
| 2023-05-01 | 11.1127176067 |
| 2023-06-01 | 11.1326201678 |
| 2023-07-01 | 11.0216070049 |
| 2023-08-01 | 11.0513494557 |
| 2023-09-01 | 11.1137328162 |
| 2023-10-01 | 10.9972868482 |
| 2023-11-01 | 11.1402033023 |
| 2023-12-01 | 11.0905481055 |
| 2024-01-01 | 11.2238370860 |
| 2024-02-01 | 11.4035901799 |
| 2024-03-01 | 11.4252573165 |
| 2024-04-01 | 11.4170889023 |
| 2024-05-01 | 11.4942343408 |
| 2024-06-01 | 11.7207557618 |
| 2024-07-01 | 11.4069909266 |
| 2024-08-01 | 11.3212550490 |
| 2024-09-01 | 11.2984428143 |
| 2024-10-01 | 11.4114399001 |
| 2024-11-01 | 11.2764309714 |
| 2024-12-01 | 11.3109682034 |
| 2025-01-01 | 11.6303907055 |
| 2025-02-01 | 11.7110113184 |
| 2025-03-01 | 11.8285502074 |
| 2025-04-01 | 11.7191655355 |
| 2025-05-01 | 11.7760482448 |
| 2025-06-01 | 11.7044532101 |
| 2025-07-01 | 11.7952875355 |
| 2025-08-01 | 11.9017237229 |
| 2025-09-01 | 11.8940343022 |
| 2025-10-01 | 11.8162156288 |
| 2025-11-01 | 11.7018905118 |
| 2025-12-01 | 11.7164983560 |
| 2026-01-01 | 11.6396505354 |
| 2026-02-01 | 11.5167596066 |
| 2026-03-01 | 11.5223915283 |
| 2026-04-01 | 11.5221128946 |
| 2026-05-01 | 11.5761790320 |
| 2026-06-01 | 11.6960175780 |
| 2026-07-01 | 11.6940257657 |
| 2026-08-01 | 11.6978872964 |