Table Data - All Employees: Professional and Business Services in Harrisburg-Carlisle, PA (MSA)
| Title | All Employees: Professional and Business Services in Harrisburg-Carlisle, PA (MSA) |
|---|---|
| Series ID | HARR442PBSV |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 4:10 AM CST |
| 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 | 19.3518230547010 |
| 1990-02-01 | 19.5971550773238 |
| 1990-03-01 | 19.4753867373117 |
| 1990-04-01 | 19.4931562506750 |
| 1990-05-01 | 19.5976213139720 |
| 1990-06-01 | 19.6068389700377 |
| 1990-07-01 | 19.3519137170602 |
| 1990-08-01 | 19.4481387238402 |
| 1990-09-01 | 19.5310703391360 |
| 1990-10-01 | 19.8535284579759 |
| 1990-11-01 | 19.4613904279286 |
| 1990-12-01 | 19.2303095726717 |
| 1991-01-01 | 20.1743585799686 |
| 1991-02-01 | 20.0036738371387 |
| 1991-03-01 | 20.1624838657588 |
| 1991-04-01 | 20.2910644838586 |
| 1991-05-01 | 20.3949679633472 |
| 1991-06-01 | 20.4916736815110 |
| 1991-07-01 | 20.6505130582831 |
| 1991-08-01 | 20.7353969656359 |
| 1991-09-01 | 20.8359887941358 |
| 1991-10-01 | 21.0476192147883 |
| 1991-11-01 | 21.2599852801767 |
| 1991-12-01 | 21.1420757707321 |
| 1992-01-01 | 21.3887990807595 |
| 1992-02-01 | 21.2266536258171 |
| 1992-03-01 | 21.4462246663478 |
| 1992-04-01 | 22.1837812162088 |
| 1992-05-01 | 21.6991558154927 |
| 1992-06-01 | 22.1741897106583 |
| 1992-07-01 | 22.6454069984037 |
| 1992-08-01 | 22.7071942056940 |
| 1992-09-01 | 22.8676343974371 |
| 1992-10-01 | 22.5416557691273 |
| 1992-11-01 | 22.7455691577570 |
| 1992-12-01 | 23.0552485094338 |
| 1993-01-01 | 22.9898050305685 |
| 1993-02-01 | 23.1515767260842 |
| 1993-03-01 | 23.1264269032927 |
| 1993-04-01 | 23.0735982166685 |
| 1993-05-01 | 23.1102088338227 |
| 1993-06-01 | 22.9584628605614 |
| 1993-07-01 | 23.1759226553837 |
| 1993-08-01 | 23.1976934526636 |
| 1993-09-01 | 23.4294912973965 |
| 1993-10-01 | 23.7490944796254 |
| 1993-11-01 | 23.8334002267710 |
| 1993-12-01 | 23.9525766567194 |
| 1994-01-01 | 24.0649431583110 |
| 1994-02-01 | 24.4334635106361 |
| 1994-03-01 | 25.0196970408755 |
| 1994-04-01 | 25.5702892805204 |
| 1994-05-01 | 25.4285396317107 |
| 1994-06-01 | 25.8269078205186 |
| 1994-07-01 | 25.6858927810169 |
| 1994-08-01 | 25.9421786133385 |
| 1994-09-01 | 26.2749076588979 |
| 1994-10-01 | 26.5479796235441 |
| 1994-11-01 | 27.0357909299277 |
| 1994-12-01 | 27.0667031525801 |
| 1995-01-01 | 27.1754958651104 |
| 1995-02-01 | 27.2189452080582 |
| 1995-03-01 | 27.2388758585219 |
| 1995-04-01 | 27.4718567563786 |
| 1995-05-01 | 27.6591567302887 |
| 1995-06-01 | 27.8924420214343 |
| 1995-07-01 | 28.0916357064906 |
| 1995-08-01 | 28.4932547294378 |
| 1995-09-01 | 28.2918956589409 |
| 1995-10-01 | 28.7676544043448 |
| 1995-11-01 | 28.7245154660324 |
| 1995-12-01 | 28.7574407050353 |
| 1996-01-01 | 29.4735728647619 |
| 1996-02-01 | 29.9114402252698 |
| 1996-03-01 | 30.0129988778517 |
| 1996-04-01 | 29.5586015609649 |
| 1996-05-01 | 29.7170684298061 |
| 1996-06-01 | 29.5664260054556 |
| 1996-07-01 | 29.3599742528003 |
| 1996-08-01 | 29.5680650068185 |
| 1996-09-01 | 29.3814966926419 |
| 1996-10-01 | 29.5863249816335 |
| 1996-11-01 | 29.6063929956635 |
| 1996-12-01 | 29.6421797027734 |
| 1997-01-01 | 30.3562155646786 |
| 1997-02-01 | 30.0121621382699 |
| 1997-03-01 | 29.9976761297976 |
| 1997-04-01 | 30.0459838214325 |
| 1997-05-01 | 30.0798205307812 |
| 1997-06-01 | 29.7682531077208 |
| 1997-07-01 | 30.5848478680186 |
| 1997-08-01 | 31.3252742138600 |
| 1997-09-01 | 31.0342587739517 |
| 1997-10-01 | 30.7886408258824 |
| 1997-11-01 | 30.9780118942649 |
| 1997-12-01 | 31.3207778410750 |
| 1998-01-01 | 31.5776860054046 |
| 1998-02-01 | 31.9847709661231 |
| 1998-03-01 | 31.9313794751927 |
| 1998-04-01 | 32.1450892586181 |
| 1998-05-01 | 32.3262035962888 |
| 1998-06-01 | 32.3259613831691 |
| 1998-07-01 | 32.6897890464529 |
| 1998-08-01 | 32.5031280999686 |
| 1998-09-01 | 32.6473900217599 |
| 1998-10-01 | 32.5536268495254 |
| 1998-11-01 | 32.7520766098388 |
| 1998-12-01 | 32.6027272328941 |
| 1999-01-01 | 32.4378338920936 |
| 1999-02-01 | 32.3528665288353 |
| 1999-03-01 | 32.5474906337055 |
| 1999-04-01 | 32.9661498726592 |
| 1999-05-01 | 32.6346241055144 |
| 1999-06-01 | 32.9928182225261 |
| 1999-07-01 | 33.5266716078800 |
| 1999-08-01 | 32.8030038612537 |
| 1999-09-01 | 32.8642570233363 |
| 1999-10-01 | 33.0058400062774 |
| 1999-11-01 | 33.1945976960250 |
| 1999-12-01 | 33.7874994278191 |
| 2000-01-01 | 33.4319023847101 |
| 2000-02-01 | 33.2504209600215 |
| 2000-03-01 | 33.8639124594603 |
| 2000-04-01 | 32.6005352046353 |
| 2000-05-01 | 32.6051116269507 |
| 2000-06-01 | 32.8438974086753 |
| 2000-07-01 | 33.2293120754219 |
| 2000-08-01 | 33.2984305671479 |
| 2000-09-01 | 32.9887647005293 |
| 2000-10-01 | 33.1352428523092 |
| 2000-11-01 | 32.9794840039662 |
| 2000-12-01 | 32.8767342129178 |
| 2001-01-01 | 32.9969895621538 |
| 2001-02-01 | 32.7013330436664 |
| 2001-03-01 | 32.6885654933893 |
| 2001-04-01 | 32.7422918090553 |
| 2001-05-01 | 32.9339805279902 |
| 2001-06-01 | 32.9233358931033 |
| 2001-07-01 | 32.3621724605218 |
| 2001-08-01 | 32.2101970779802 |
| 2001-09-01 | 32.2622330533724 |
| 2001-10-01 | 32.4720013804261 |
| 2001-11-01 | 31.8823195455678 |
| 2001-12-01 | 31.7739802534240 |
| 2002-01-01 | 31.7288318622746 |
| 2002-02-01 | 32.1372463545556 |
| 2002-03-01 | 31.9921694806508 |
| 2002-04-01 | 32.1639869409516 |
| 2002-05-01 | 32.2489782351482 |
| 2002-06-01 | 32.3988467188784 |
| 2002-07-01 | 32.6126911806483 |
| 2002-08-01 | 32.6141385157343 |
| 2002-09-01 | 32.7271811224601 |
| 2002-10-01 | 32.5231120658170 |
| 2002-11-01 | 32.8081189161352 |
| 2002-12-01 | 32.5802713898980 |
| 2003-01-01 | 32.1870795226570 |
| 2003-02-01 | 31.7425893720120 |
| 2003-03-01 | 31.9907717071271 |
| 2003-04-01 | 31.6501649848023 |
| 2003-05-01 | 31.8716810858733 |
| 2003-06-01 | 31.9103097456909 |
| 2003-07-01 | 31.9665568289511 |
| 2003-08-01 | 32.3342268979690 |
| 2003-09-01 | 32.7300853636983 |
| 2003-10-01 | 33.1026049079806 |
| 2003-11-01 | 33.0009194089839 |
| 2003-12-01 | 33.0616281700274 |
| 2004-01-01 | 33.9681758292883 |
| 2004-02-01 | 34.2202839809322 |
| 2004-03-01 | 34.6359136517738 |
| 2004-04-01 | 34.9445941721862 |
| 2004-05-01 | 35.0971260703947 |
| 2004-06-01 | 35.0612960670997 |
| 2004-07-01 | 35.5826874867161 |
| 2004-08-01 | 35.4007864347717 |
| 2004-09-01 | 35.2143422854517 |
| 2004-10-01 | 35.5690407822472 |
| 2004-11-01 | 35.5841141770123 |
| 2004-12-01 | 35.3109258647542 |
| 2005-01-01 | 36.3524381645430 |
| 2005-02-01 | 36.2797114427919 |
| 2005-03-01 | 36.4598311162138 |
| 2005-04-01 | 36.8296287537040 |
| 2005-05-01 | 36.9818408527920 |
| 2005-06-01 | 37.2826888827428 |
| 2005-07-01 | 37.1766445406055 |
| 2005-08-01 | 37.2609969316139 |
| 2005-09-01 | 37.4425582267455 |
| 2005-10-01 | 37.0459064195360 |
| 2005-11-01 | 37.6403795235232 |
| 2005-12-01 | 37.5199564331661 |
| 2006-01-01 | 37.9065376725599 |
| 2006-02-01 | 38.1177354566050 |
| 2006-03-01 | 38.3998943538814 |
| 2006-04-01 | 38.6462347122357 |
| 2006-05-01 | 38.7138768749590 |
| 2006-06-01 | 38.6102961816758 |
| 2006-07-01 | 38.3637294031613 |
| 2006-08-01 | 38.6363400214519 |
| 2006-09-01 | 38.9041933001492 |
| 2006-10-01 | 38.8988010633806 |
| 2006-11-01 | 39.1668393459778 |
| 2006-12-01 | 39.0955826533950 |
| 2007-01-01 | 39.0591124667601 |
| 2007-02-01 | 39.0298133081915 |
| 2007-03-01 | 39.0160785747791 |
| 2007-04-01 | 38.8522284631119 |
| 2007-05-01 | 39.2712573092547 |
| 2007-06-01 | 39.4830905455733 |
| 2007-07-01 | 39.5227313176563 |
| 2007-08-01 | 39.6323801565207 |
| 2007-09-01 | 39.9131437829683 |
| 2007-10-01 | 39.4599550023804 |
| 2007-11-01 | 39.5620994465719 |
| 2007-12-01 | 39.6463481787784 |
| 2008-01-01 | 39.3858716581256 |
| 2008-02-01 | 39.4319861390962 |
| 2008-03-01 | 39.3309598003314 |
| 2008-04-01 | 39.1749538729185 |
| 2008-05-01 | 39.1213453449354 |
| 2008-06-01 | 39.2465874202836 |
| 2008-07-01 | 39.7867455816911 |
| 2008-08-01 | 39.8682956619230 |
| 2008-09-01 | 39.9404392098842 |
| 2008-10-01 | 39.4378656989441 |
| 2008-11-01 | 38.9759225997093 |
| 2008-12-01 | 38.4190421748855 |
| 2009-01-01 | 39.6883651193914 |
| 2009-02-01 | 39.3514202891416 |
| 2009-03-01 | 39.0386160526062 |
| 2009-04-01 | 38.7534357574866 |
| 2009-05-01 | 38.5417067465849 |
| 2009-06-01 | 38.7059643191416 |
| 2009-07-01 | 38.5564721266868 |
| 2009-08-01 | 38.5453098468542 |
| 2009-09-01 | 38.3849564348458 |
| 2009-10-01 | 38.7355834026966 |
| 2009-11-01 | 38.7127005940367 |
| 2009-12-01 | 38.6173416820064 |
| 2010-01-01 | 37.9149909093468 |
| 2010-02-01 | 38.1276748172795 |
| 2010-03-01 | 38.4389135197103 |
| 2010-04-01 | 38.8304984784096 |
| 2010-05-01 | 38.7440431071509 |
| 2010-06-01 | 38.5118245788326 |
| 2010-07-01 | 38.9240897662706 |
| 2010-08-01 | 39.1004093624291 |
| 2010-09-01 | 39.4966656597331 |
| 2010-10-01 | 40.3378402481299 |
| 2010-11-01 | 40.8242383903065 |
| 2010-12-01 | 41.2279144779849 |
| 2011-01-01 | 41.4744642296165 |
| 2011-02-01 | 41.7350058158614 |
| 2011-03-01 | 41.8192269933043 |
| 2011-04-01 | 42.0015424623080 |
| 2011-05-01 | 42.1943828862866 |
| 2011-06-01 | 42.2719189178367 |
| 2011-07-01 | 42.1936278391517 |
| 2011-08-01 | 42.0342176070757 |
| 2011-09-01 | 41.9763362637387 |
| 2011-10-01 | 41.5647384114355 |
| 2011-11-01 | 41.7459572898741 |
| 2011-12-01 | 41.8991441472820 |
| 2012-01-01 | 42.0509958941489 |
| 2012-02-01 | 41.9294676904895 |
| 2012-03-01 | 42.1292558755583 |
| 2012-04-01 | 42.6954661967605 |
| 2012-05-01 | 43.2700347098255 |
| 2012-06-01 | 43.0543290351658 |
| 2012-07-01 | 43.0040779979773 |
| 2012-08-01 | 43.0757880158173 |
| 2012-09-01 | 43.1890990121776 |
| 2012-10-01 | 43.6041772164121 |
| 2012-11-01 | 43.6615772201280 |
| 2012-12-01 | 43.3660437427015 |
| 2013-01-01 | 44.0415249929540 |
| 2013-02-01 | 44.5881948008131 |
| 2013-03-01 | 44.5955423863431 |
| 2013-04-01 | 43.9795061860201 |
| 2013-05-01 | 44.2702151241253 |
| 2013-06-01 | 44.5733786674808 |
| 2013-07-01 | 45.1186133716537 |
| 2013-08-01 | 45.2048530249050 |
| 2013-09-01 | 45.0698204299528 |
| 2013-10-01 | 44.8071807060585 |
| 2013-11-01 | 44.7975297531223 |
| 2013-12-01 | 44.5485676373498 |
| 2014-01-01 | 44.5714579134071 |
| 2014-02-01 | 44.7624020918658 |
| 2014-03-01 | 44.9238001945501 |
| 2014-04-01 | 44.9689029068901 |
| 2014-05-01 | 45.4202954069206 |
| 2014-06-01 | 45.5421523100686 |
| 2014-07-01 | 45.1528193650954 |
| 2014-08-01 | 45.4470993272994 |
| 2014-09-01 | 45.7003647913607 |
| 2014-10-01 | 45.8910311666579 |
| 2014-11-01 | 46.3225738972410 |
| 2014-12-01 | 46.5259833656460 |
| 2015-01-01 | 46.5007408359447 |
| 2015-02-01 | 47.3199407294907 |
| 2015-03-01 | 47.1040736087927 |
| 2015-04-01 | 47.2400940410809 |
| 2015-05-01 | 47.4730115498158 |
| 2015-06-01 | 47.6167616295931 |
| 2015-07-01 | 48.0905963058609 |
| 2015-08-01 | 48.1080261061360 |
| 2015-09-01 | 47.8124766020928 |
| 2015-10-01 | 48.3242594137521 |
| 2015-11-01 | 48.4252201431082 |
| 2015-12-01 | 49.0017409872727 |
| 2016-01-01 | 48.8340300258136 |
| 2016-02-01 | 48.7286106965634 |
| 2016-03-01 | 48.7702704639936 |
| 2016-04-01 | 48.9289459125342 |
| 2016-05-01 | 48.7414627373230 |
| 2016-06-01 | 48.4941972053734 |
| 2016-07-01 | 48.6509869933447 |
| 2016-08-01 | 48.1804054928333 |
| 2016-09-01 | 48.8977391764888 |
| 2016-10-01 | 49.3865453955276 |
| 2016-11-01 | 49.1756361515004 |
| 2016-12-01 | 49.6304055024388 |
| 2017-01-01 | 49.2165060642920 |
| 2017-02-01 | 48.8907778602773 |
| 2017-03-01 | 48.7918426758678 |
| 2017-04-01 | 49.2243368699598 |
| 2017-05-01 | 49.1081821266750 |
| 2017-06-01 | 49.1305660269016 |
| 2017-07-01 | 49.4263132526527 |
| 2017-08-01 | 49.3539536999642 |
| 2017-09-01 | 49.6250721749566 |
| 2017-10-01 | 49.1475564728129 |
| 2017-11-01 | 49.2428619762515 |
| 2017-12-01 | 49.2857281070660 |
| 2018-01-01 | 49.4478772323782 |
| 2018-02-01 | 49.1972317648688 |
| 2018-03-01 | 49.4656993253185 |
| 2018-04-01 | 49.6714993724735 |
| 2018-05-01 | 49.6627809169230 |
| 2018-06-01 | 50.0551421989431 |
| 2018-07-01 | 49.9967460256413 |
| 2018-08-01 | 50.0159601459742 |
| 2018-09-01 | 50.4821430208207 |
| 2018-10-01 | 50.6190950834372 |
| 2018-11-01 | 50.7913835423200 |
| 2018-12-01 | 50.3383310368352 |
| 2019-01-01 | 50.8178431556770 |
| 2019-02-01 | 51.1940409052035 |
| 2019-03-01 | 51.3090404252567 |
| 2019-04-01 | 51.2267890177977 |
| 2019-05-01 | 51.3977275260291 |
| 2019-06-01 | 51.2574818607470 |
| 2019-07-01 | 51.0827739465435 |
| 2019-08-01 | 51.4061618355746 |
| 2019-09-01 | 51.2834165904128 |
| 2019-10-01 | 50.9012563490846 |
| 2019-11-01 | 50.6928905787601 |
| 2019-12-01 | 50.5919908450596 |
| 2020-01-01 | 51.0173060540114 |
| 2020-02-01 | 50.7188592670303 |
| 2020-03-01 | 50.4269627059746 |
| 2020-04-01 | 45.0487525085229 |
| 2020-05-01 | 45.8947228215588 |
| 2020-06-01 | 46.7986807320228 |
| 2020-07-01 | 46.9578697641809 |
| 2020-08-01 | 47.2783464424534 |
| 2020-09-01 | 47.4172986827186 |
| 2020-10-01 | 48.1560856213832 |
| 2020-11-01 | 48.5738864228739 |
| 2020-12-01 | 48.8676869621865 |
| 2021-01-01 | 48.5522171706020 |
| 2021-02-01 | 49.2797218546948 |
| 2021-03-01 | 49.5407642612489 |
| 2021-04-01 | 49.1580446693966 |
| 2021-05-01 | 49.6005269154865 |
| 2021-06-01 | 49.6581216336233 |
| 2021-07-01 | 49.7025682948600 |
| 2021-08-01 | 49.9352647961971 |
| 2021-09-01 | 49.9282687385672 |
| 2021-10-01 | 50.7495214924594 |
| 2021-11-01 | 51.3917598450738 |
| 2021-12-01 | 51.4692814884696 |
| 2022-01-01 | 51.7786117488671 |
| 2022-02-01 | 52.0472898566137 |
| 2022-03-01 | 51.8891072206262 |
| 2022-04-01 | 52.1604983915795 |
| 2022-05-01 | 51.8918359219088 |
| 2022-06-01 | 51.2165257621268 |
| 2022-07-01 | 51.6277082872727 |
| 2022-08-01 | 51.2403544441616 |
| 2022-09-01 | 51.5918398168790 |
| 2022-10-01 | 51.7074359575244 |
| 2022-11-01 | 50.9873184836877 |
| 2022-12-01 | 50.9132404549498 |
| 2023-01-01 | 50.8515883892222 |
| 2023-02-01 | 50.8406042040796 |
| 2023-03-01 | 50.7503903896096 |
| 2023-04-01 | 50.6298185973647 |
| 2023-05-01 | 50.2757636226274 |
| 2023-06-01 | 50.0324756158397 |
| 2023-07-01 | 50.2248475412548 |
| 2023-08-01 | 50.0035576063571 |
| 2023-09-01 | 50.0443138286774 |
| 2023-10-01 | 49.9831953156061 |
| 2023-11-01 | 50.1985988751654 |
| 2023-12-01 | 50.2556920898861 |
| 2024-01-01 | 50.7674374047579 |
| 2024-02-01 | 50.5706454375082 |
| 2024-03-01 | 51.0649008707143 |
| 2024-04-01 | 51.0206147122726 |
| 2024-05-01 | 51.1597430793714 |
| 2024-06-01 | 51.0319520013173 |
| 2024-07-01 | 51.0096393991355 |
| 2024-08-01 | 51.2362496556713 |
| 2024-09-01 | 51.1745616117122 |
| 2024-10-01 | 51.0331236471542 |
| 2024-11-01 | 51.1650011523530 |
| 2024-12-01 | 51.4944334222298 |
| 2025-01-01 | 51.1708215544474 |
| 2025-02-01 | 51.2248613720422 |
| 2025-03-01 | 51.3409490348434 |
| 2025-04-01 | 51.1133754832622 |
| 2025-05-01 | 51.2434040945190 |
| 2025-06-01 | 51.5132428689417 |
| 2025-07-01 | 51.3882101199038 |
| 2025-08-01 | 51.6653828933173 |
| 2025-09-01 | 51.4419191215961 |
| 2025-10-01 | 51.0726302259943 |
| 2025-11-01 | 50.8180973482491 |
| 2025-12-01 | 50.6222790546601 |