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 2026-07-01 |
| Last Updated | 2026-08-21 7:39 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 | 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 | 19.4613904279285 |
| 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 | 22.1741897106582 |
| 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 | 22.9584628605615 |
| 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 | 29.7170684298062 |
| 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 | 29.6063929956636 |
| 1996-12-01 | 29.6421797027734 |
| 1997-01-01 | 30.3562155646786 |
| 1997-02-01 | 30.0121621382699 |
| 1997-03-01 | 29.9976761297976 |
| 1997-04-01 | 30.0459838214323 |
| 1997-05-01 | 30.0798205307811 |
| 1997-06-01 | 29.7682531077204 |
| 1997-07-01 | 30.5848478680185 |
| 1997-08-01 | 31.3252742138603 |
| 1997-09-01 | 31.0342587739524 |
| 1997-10-01 | 30.7886408258836 |
| 1997-11-01 | 30.9780118942659 |
| 1997-12-01 | 31.3207778410750 |
| 1998-01-01 | 31.5776860054034 |
| 1998-02-01 | 31.9847709661212 |
| 1998-03-01 | 31.9313794751910 |
| 1998-04-01 | 32.1450892586171 |
| 1998-05-01 | 32.3262035962891 |
| 1998-06-01 | 32.3259613831695 |
| 1998-07-01 | 32.6897890464540 |
| 1998-08-01 | 32.5031280999708 |
| 1998-09-01 | 32.6473900217624 |
| 1998-10-01 | 32.5536268495285 |
| 1998-11-01 | 32.7520766098395 |
| 1998-12-01 | 32.6027272328900 |
| 1999-01-01 | 32.4378338920861 |
| 1999-02-01 | 32.3528665288288 |
| 1999-03-01 | 32.5474906337051 |
| 1999-04-01 | 32.9661498726655 |
| 1999-05-01 | 32.6346241055269 |
| 1999-06-01 | 32.9928182225344 |
| 1999-07-01 | 33.5266716078783 |
| 1999-08-01 | 32.8030038612445 |
| 1999-09-01 | 32.8642570233264 |
| 1999-10-01 | 33.0058400062728 |
| 1999-11-01 | 33.1945976960271 |
| 1999-12-01 | 33.7874994278244 |
| 2000-01-01 | 33.4319023847154 |
| 2000-02-01 | 33.2504209599646 |
| 2000-03-01 | 33.8639124594826 |
| 2000-04-01 | 32.6005352046678 |
| 2000-05-01 | 32.6051116269966 |
| 2000-06-01 | 32.8438974087073 |
| 2000-07-01 | 33.2293120754151 |
| 2000-08-01 | 33.2984305670983 |
| 2000-09-01 | 32.9887647004748 |
| 2000-10-01 | 33.1352428522889 |
| 2000-11-01 | 32.9794840039572 |
| 2000-12-01 | 32.8767342129654 |
| 2001-01-01 | 32.9969895621948 |
| 2001-02-01 | 32.7013330435577 |
| 2001-03-01 | 32.6885654934177 |
| 2001-04-01 | 32.7422918091160 |
| 2001-05-01 | 32.9339805280751 |
| 2001-06-01 | 32.9233358931601 |
| 2001-07-01 | 32.3621724604257 |
| 2001-08-01 | 32.2101970779208 |
| 2001-09-01 | 32.2622330528570 |
| 2001-10-01 | 32.4720013805462 |
| 2001-11-01 | 31.8823195457976 |
| 2001-12-01 | 31.7739802542404 |
| 2002-01-01 | 31.7288318626049 |
| 2002-02-01 | 32.1372463543887 |
| 2002-03-01 | 31.9921694801732 |
| 2002-04-01 | 32.1639869402690 |
| 2002-05-01 | 32.2489782346014 |
| 2002-06-01 | 32.3988467186819 |
| 2002-07-01 | 32.6126911806062 |
| 2002-08-01 | 32.6141385160384 |
| 2002-09-01 | 32.7271811219348 |
| 2002-10-01 | 32.5231120663382 |
| 2002-11-01 | 32.8081189175152 |
| 2002-12-01 | 32.5802713928567 |
| 2003-01-01 | 32.1870795243397 |
| 2003-02-01 | 31.7425893717479 |
| 2003-03-01 | 31.9907717045943 |
| 2003-04-01 | 31.6501649807894 |
| 2003-05-01 | 31.8716810813351 |
| 2003-06-01 | 31.9103097429115 |
| 2003-07-01 | 31.9665568310501 |
| 2003-08-01 | 32.3342269012055 |
| 2003-09-01 | 32.7300853662678 |
| 2003-10-01 | 33.1026049116922 |
| 2003-11-01 | 33.0009194129661 |
| 2003-12-01 | 33.0616281742702 |
| 2004-01-01 | 33.9681758320111 |
| 2004-02-01 | 34.2202839828187 |
| 2004-03-01 | 34.6359136506832 |
| 2004-04-01 | 34.9445941437691 |
| 2004-05-01 | 35.0971260624926 |
| 2004-06-01 | 35.0612960602770 |
| 2004-07-01 | 35.5826874899069 |
| 2004-08-01 | 35.4007864417892 |
| 2004-09-01 | 35.2143423037815 |
| 2004-10-01 | 35.5690407914710 |
| 2004-11-01 | 35.5841141857652 |
| 2004-12-01 | 35.3109258747302 |
| 2005-01-01 | 36.3524381742908 |
| 2005-02-01 | 36.2797114514462 |
| 2005-03-01 | 36.4598311117215 |
| 2005-04-01 | 36.8296286845235 |
| 2005-05-01 | 36.9818408300003 |
| 2005-06-01 | 37.2826888625129 |
| 2005-07-01 | 37.1766445304440 |
| 2005-08-01 | 37.2609969182023 |
| 2005-09-01 | 37.4425583512340 |
| 2005-10-01 | 37.0459064167913 |
| 2005-11-01 | 37.6403795355567 |
| 2005-12-01 | 37.5199564381504 |
| 2006-01-01 | 37.9065377277032 |
| 2006-02-01 | 38.1177354773881 |
| 2006-03-01 | 38.3998943375722 |
| 2006-04-01 | 38.6462345785989 |
| 2006-05-01 | 38.7138768086776 |
| 2006-06-01 | 38.6102961201445 |
| 2006-07-01 | 38.3637293618242 |
| 2006-08-01 | 38.6363399906606 |
| 2006-09-01 | 38.9041935598932 |
| 2006-10-01 | 38.8988010788169 |
| 2006-11-01 | 39.1668393799886 |
| 2006-12-01 | 39.0955826376403 |
| 2007-01-01 | 39.0591126185114 |
| 2007-02-01 | 39.0298133374502 |
| 2007-03-01 | 39.0160785893232 |
| 2007-04-01 | 38.8522280869947 |
| 2007-05-01 | 39.2712573529606 |
| 2007-06-01 | 39.4830904261302 |
| 2007-07-01 | 39.5227313326896 |
| 2007-08-01 | 39.6323801177737 |
| 2007-09-01 | 39.9131440957910 |
| 2007-10-01 | 39.4599548116888 |
| 2007-11-01 | 39.5620992279152 |
| 2007-12-01 | 39.6463481090425 |
| 2008-01-01 | 39.3858721809706 |
| 2008-02-01 | 39.4319865782679 |
| 2008-03-01 | 39.3309600714872 |
| 2008-04-01 | 39.1749531753512 |
| 2008-05-01 | 39.1213452979619 |
| 2008-06-01 | 39.2465872309468 |
| 2008-07-01 | 39.7867458270786 |
| 2008-08-01 | 39.8682956904456 |
| 2008-09-01 | 39.9404391421406 |
| 2008-10-01 | 39.4378653788419 |
| 2008-11-01 | 38.9759213118790 |
| 2008-12-01 | 38.4190418594426 |
| 2009-01-01 | 39.6883665094448 |
| 2009-02-01 | 39.3514219714959 |
| 2009-03-01 | 39.0386170449272 |
| 2009-04-01 | 38.7534346683676 |
| 2009-05-01 | 38.5417060353692 |
| 2009-06-01 | 38.7059639821786 |
| 2009-07-01 | 38.5564732339854 |
| 2009-08-01 | 38.5453103143909 |
| 2009-09-01 | 38.3849554976029 |
| 2009-10-01 | 38.7355830196962 |
| 2009-11-01 | 38.7126988507173 |
| 2009-12-01 | 38.6173367382831 |
| 2010-01-01 | 37.9149895725662 |
| 2010-02-01 | 38.1276853595644 |
| 2010-03-01 | 38.4389211818500 |
| 2010-04-01 | 38.8304870622261 |
| 2010-05-01 | 38.7440425536876 |
| 2010-06-01 | 38.5118248281338 |
| 2010-07-01 | 38.9240986782331 |
| 2010-08-01 | 39.1004089383241 |
| 2010-09-01 | 39.4966631840278 |
| 2010-10-01 | 40.3378385040509 |
| 2010-11-01 | 40.8242333979250 |
| 2010-12-01 | 41.2279013258978 |
| 2011-01-01 | 41.4744580795547 |
| 2011-02-01 | 41.7350269222684 |
| 2011-03-01 | 41.8192434614233 |
| 2011-04-01 | 42.0015199200379 |
| 2011-05-01 | 42.1943844178764 |
| 2011-06-01 | 42.2719229907933 |
| 2011-07-01 | 42.1936493109096 |
| 2011-08-01 | 42.0342208493793 |
| 2011-09-01 | 41.9763351507044 |
| 2011-10-01 | 41.5647325290807 |
| 2011-11-01 | 41.7459419364508 |
| 2011-12-01 | 41.8991133891557 |
| 2012-01-01 | 42.0509771664491 |
| 2012-02-01 | 41.9294901619854 |
| 2012-03-01 | 42.1292868707109 |
| 2012-04-01 | 42.6954436165411 |
| 2012-05-01 | 43.2700463584298 |
| 2012-06-01 | 43.0543481355968 |
| 2012-07-01 | 43.0041273364392 |
| 2012-08-01 | 43.0758093667757 |
| 2012-09-01 | 43.1890396236531 |
| 2012-10-01 | 43.6041898749719 |
| 2012-11-01 | 43.6615781449375 |
| 2012-12-01 | 43.3659049176848 |
| 2013-01-01 | 44.0415195273279 |
| 2013-02-01 | 44.5882271443891 |
| 2013-03-01 | 44.5955936271935 |
| 2013-04-01 | 43.9795047892996 |
| 2013-05-01 | 44.2702551563520 |
| 2013-06-01 | 44.5734287034665 |
| 2013-07-01 | 45.1186819303634 |
| 2013-08-01 | 45.2049009573528 |
| 2013-09-01 | 45.0696590400212 |
| 2013-10-01 | 44.8072421306263 |
| 2013-11-01 | 44.7975504725292 |
| 2013-12-01 | 44.5482284907498 |
| 2014-01-01 | 44.5714899740253 |
| 2014-02-01 | 44.7624486010358 |
| 2014-03-01 | 44.9238769110855 |
| 2014-04-01 | 44.9689389840623 |
| 2014-05-01 | 45.4203684961243 |
| 2014-06-01 | 45.5422493101142 |
| 2014-07-01 | 45.1529720035111 |
| 2014-08-01 | 45.4473175223472 |
| 2014-09-01 | 45.6998470294074 |
| 2014-10-01 | 45.8913110993115 |
| 2014-11-01 | 46.3226733072514 |
| 2014-12-01 | 46.5253424373591 |
| 2015-01-01 | 46.5006309173892 |
| 2015-02-01 | 47.3197396731558 |
| 2015-03-01 | 47.1039675448412 |
| 2015-04-01 | 47.2401942401272 |
| 2015-05-01 | 47.4733888894493 |
| 2015-06-01 | 47.6173019783787 |
| 2015-07-01 | 48.0911579052698 |
| 2015-08-01 | 48.1085660986936 |
| 2015-09-01 | 47.8116303318284 |
| 2015-10-01 | 48.3246888543175 |
| 2015-11-01 | 48.4252386867061 |
| 2015-12-01 | 49.0003887631733 |
| 2016-01-01 | 48.8332727480824 |
| 2016-02-01 | 48.7275592909630 |
| 2016-03-01 | 48.7696413021603 |
| 2016-04-01 | 48.9293515851241 |
| 2016-05-01 | 48.7429784873618 |
| 2016-06-01 | 48.4961695372998 |
| 2016-07-01 | 48.6526027072686 |
| 2016-08-01 | 48.1813080214965 |
| 2016-09-01 | 48.8962885880955 |
| 2016-10-01 | 49.3867631193047 |
| 2016-11-01 | 49.1754931219176 |
| 2016-12-01 | 49.6279296423793 |
| 2017-01-01 | 49.2140768475709 |
| 2017-02-01 | 48.8879427993523 |
| 2017-03-01 | 48.7900109782472 |
| 2017-04-01 | 49.2243032498425 |
| 2017-05-01 | 49.1088583064259 |
| 2017-06-01 | 49.1449631289431 |
| 2017-07-01 | 49.4268702321410 |
| 2017-08-01 | 49.3537066176166 |
| 2017-09-01 | 49.6223830646140 |
| 2017-10-01 | 49.1465934410540 |
| 2017-11-01 | 49.2418017194453 |
| 2017-12-01 | 49.2825258682990 |
| 2018-01-01 | 49.4410412152786 |
| 2018-02-01 | 49.1924636826174 |
| 2018-03-01 | 49.4625718418132 |
| 2018-04-01 | 49.6716126813770 |
| 2018-05-01 | 49.6638288942755 |
| 2018-06-01 | 50.0847171492116 |
| 2018-07-01 | 49.9992436352468 |
| 2018-08-01 | 50.0176465750539 |
| 2018-09-01 | 50.4689041167586 |
| 2018-10-01 | 50.6182345489770 |
| 2018-11-01 | 50.7895645239777 |
| 2018-12-01 | 50.3332769926626 |
| 2019-01-01 | 50.8047251359132 |
| 2019-02-01 | 51.1871424171596 |
| 2019-03-01 | 51.3044319320346 |
| 2019-04-01 | 51.2261278888558 |
| 2019-05-01 | 51.3969215445771 |
| 2019-06-01 | 51.3198068635642 |
| 2019-07-01 | 51.0825400978888 |
| 2019-08-01 | 51.4128870725287 |
| 2019-09-01 | 51.2559364379083 |
| 2019-10-01 | 50.8928933301941 |
| 2019-11-01 | 50.6866032314972 |
| 2019-12-01 | 50.5833997271281 |
| 2020-01-01 | 50.9983962010350 |
| 2020-02-01 | 50.7114795383836 |
| 2020-03-01 | 50.4239607137123 |
| 2020-04-01 | 45.0512234315863 |
| 2020-05-01 | 45.8984539598440 |
| 2020-06-01 | 46.8794195123947 |
| 2020-07-01 | 46.9608884209328 |
| 2020-08-01 | 47.2914202555400 |
| 2020-09-01 | 47.3765484226780 |
| 2020-10-01 | 48.1350760981740 |
| 2020-11-01 | 48.5568141795059 |
| 2020-12-01 | 48.8487754028114 |
| 2021-01-01 | 48.5327843318348 |
| 2021-02-01 | 49.2656038842494 |
| 2021-03-01 | 49.5522828241493 |
| 2021-04-01 | 49.1625927926596 |
| 2021-05-01 | 49.6166714106559 |
| 2021-06-01 | 49.7809787430735 |
| 2021-07-01 | 49.7085828940195 |
| 2021-08-01 | 49.9566127702118 |
| 2021-09-01 | 49.8721708675241 |
| 2021-10-01 | 50.6968988985560 |
| 2021-11-01 | 51.3452323111639 |
| 2021-12-01 | 51.4327143511661 |
| 2022-01-01 | 51.7569938895720 |
| 2022-02-01 | 52.0314563255605 |
| 2022-03-01 | 51.9331230033738 |
| 2022-04-01 | 52.1729622919751 |
| 2022-05-01 | 51.9250185419889 |
| 2022-06-01 | 51.3745948150575 |
| 2022-07-01 | 51.6297192078913 |
| 2022-08-01 | 51.2876715131748 |
| 2022-09-01 | 51.5199521158145 |
| 2022-10-01 | 51.6233348148006 |
| 2022-11-01 | 50.8930370268875 |
| 2022-12-01 | 50.8439533875193 |
| 2023-01-01 | 50.8378525625870 |
| 2023-02-01 | 50.8335939616827 |
| 2023-03-01 | 50.8197324660471 |
| 2023-04-01 | 50.6519965249995 |
| 2023-05-01 | 50.3435280896525 |
| 2023-06-01 | 50.2228900903956 |
| 2023-07-01 | 50.2057806971718 |
| 2023-08-01 | 50.0747077339568 |
| 2023-09-01 | 49.9659493106068 |
| 2023-10-01 | 49.8641939386218 |
| 2023-11-01 | 50.0472137204470 |
| 2023-12-01 | 50.1468271441058 |
| 2024-01-01 | 50.7682714221672 |
| 2024-02-01 | 50.5932752236504 |
| 2024-03-01 | 51.1640971107066 |
| 2024-04-01 | 50.8617131957273 |
| 2024-05-01 | 50.8665570269784 |
| 2024-06-01 | 50.7295255844643 |
| 2024-07-01 | 50.6637641931236 |
| 2024-08-01 | 51.0330073273250 |
| 2024-09-01 | 50.8912992304950 |
| 2024-10-01 | 50.6874811033790 |
| 2024-11-01 | 50.5612134481636 |
| 2024-12-01 | 50.5468189232056 |
| 2025-01-01 | 50.0792907240773 |
| 2025-02-01 | 49.8616772654141 |
| 2025-03-01 | 49.7467820812491 |
| 2025-04-01 | 49.5674476091992 |
| 2025-05-01 | 49.7876991013341 |
| 2025-06-01 | 49.7034010408048 |
| 2025-07-01 | 49.7173300703925 |
| 2025-08-01 | 49.4690198970716 |
| 2025-09-01 | 49.5679330318896 |
| 2025-10-01 | 49.3185600686259 |
| 2025-11-01 | 49.3862772864058 |
| 2025-12-01 | 49.3493233764110 |
| 2026-01-01 | 49.3080002437149 |
| 2026-02-01 | 49.0111147519544 |
| 2026-03-01 | 49.6509776682793 |
| 2026-04-01 | 49.7010726043437 |
| 2026-05-01 | 49.5972552951562 |
| 2026-06-01 | 50.2681254503222 |
| 2026-07-01 | 50.0811067486371 |