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 2025-11-01 |
| Last Updated | 2026-01-07 9:55 PM 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 | 19.5971550773239 |
| 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 | 21.2599852801766 |
| 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 | 22.9584628605615 |
| 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 | 29.7170684298061 |
| 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 | 32.4378338920937 |
| 1999-02-01 | 32.3528665288353 |
| 1999-03-01 | 32.5474906337055 |
| 1999-04-01 | 32.9661498726591 |
| 1999-05-01 | 32.6346241055143 |
| 1999-06-01 | 32.9928182225260 |
| 1999-07-01 | 33.5266716078800 |
| 1999-08-01 | 32.8030038612538 |
| 1999-09-01 | 32.8642570233365 |
| 1999-10-01 | 33.0058400062776 |
| 1999-11-01 | 33.1945976960250 |
| 1999-12-01 | 33.7874994278190 |
| 2000-01-01 | 33.4319023847100 |
| 2000-02-01 | 33.2504209600215 |
| 2000-03-01 | 33.8639124594600 |
| 2000-04-01 | 32.6005352046350 |
| 2000-05-01 | 32.6051116269503 |
| 2000-06-01 | 32.8438974086750 |
| 2000-07-01 | 33.2293120754221 |
| 2000-08-01 | 33.2984305671485 |
| 2000-09-01 | 32.9887647005302 |
| 2000-10-01 | 33.1352428523099 |
| 2000-11-01 | 32.9794840039665 |
| 2000-12-01 | 32.8767342129174 |
| 2001-01-01 | 32.9969895621529 |
| 2001-02-01 | 32.7013330436660 |
| 2001-03-01 | 32.6885654933884 |
| 2001-04-01 | 32.7422918090543 |
| 2001-05-01 | 32.9339805279895 |
| 2001-06-01 | 32.9233358931033 |
| 2001-07-01 | 32.3621724605235 |
| 2001-08-01 | 32.2101970779817 |
| 2001-09-01 | 32.2622330533779 |
| 2001-10-01 | 32.4720013804258 |
| 2001-11-01 | 31.8823195455663 |
| 2001-12-01 | 31.7739802534182 |
| 2002-01-01 | 31.7288318622670 |
| 2002-02-01 | 32.1372463545552 |
| 2002-03-01 | 31.9921694806533 |
| 2002-04-01 | 32.1639869409561 |
| 2002-05-01 | 32.2489782351530 |
| 2002-06-01 | 32.3988467188819 |
| 2002-07-01 | 32.6126911806518 |
| 2002-08-01 | 32.6141385157346 |
| 2002-09-01 | 32.7271811224669 |
| 2002-10-01 | 32.5231120658131 |
| 2002-11-01 | 32.8081189161243 |
| 2002-12-01 | 32.5802713898760 |
| 2003-01-01 | 32.1870795226334 |
| 2003-02-01 | 31.7425893720112 |
| 2003-03-01 | 31.9907717071449 |
| 2003-04-01 | 31.6501649848315 |
| 2003-05-01 | 31.8716810859063 |
| 2003-06-01 | 31.9103097457106 |
| 2003-07-01 | 31.9665568289571 |
| 2003-08-01 | 32.3342268979456 |
| 2003-09-01 | 32.7300853636835 |
| 2003-10-01 | 33.1026049079533 |
| 2003-11-01 | 33.0009194089513 |
| 2003-12-01 | 33.0616281699919 |
| 2004-01-01 | 33.9681758292459 |
| 2004-02-01 | 34.2202839809089 |
| 2004-03-01 | 34.6359136517746 |
| 2004-04-01 | 34.9445941724167 |
| 2004-05-01 | 35.0971260704455 |
| 2004-06-01 | 35.0612960671426 |
| 2004-07-01 | 35.5826874867364 |
| 2004-08-01 | 35.4007864347205 |
| 2004-09-01 | 35.2143422853225 |
| 2004-10-01 | 35.5690407821880 |
| 2004-11-01 | 35.5841141769477 |
| 2004-12-01 | 35.3109258646738 |
| 2005-01-01 | 36.3524381644370 |
| 2005-02-01 | 36.2797114426979 |
| 2005-03-01 | 36.4598311162145 |
| 2005-04-01 | 36.8296287542456 |
| 2005-05-01 | 36.9818408529441 |
| 2005-06-01 | 37.2826888828849 |
| 2005-07-01 | 37.1766445407613 |
| 2005-08-01 | 37.2609969317258 |
| 2005-09-01 | 37.4425582258587 |
| 2005-10-01 | 37.0459064195785 |
| 2005-11-01 | 37.6403795234536 |
| 2005-12-01 | 37.5199564331310 |
| 2006-01-01 | 37.9065376719729 |
| 2006-02-01 | 38.1177354563646 |
| 2006-03-01 | 38.3998943539040 |
| 2006-04-01 | 38.6462347132752 |
| 2006-05-01 | 38.7138768755122 |
| 2006-06-01 | 38.6102961823151 |
| 2006-07-01 | 38.3637294037286 |
| 2006-08-01 | 38.6363400217145 |
| 2006-09-01 | 38.9041932981126 |
| 2006-10-01 | 38.8988010630401 |
| 2006-11-01 | 39.1668393455305 |
| 2006-12-01 | 39.0955826533259 |
| 2007-01-01 | 39.0591124652598 |
| 2007-02-01 | 39.0298133079799 |
| 2007-03-01 | 39.0160785749616 |
| 2007-04-01 | 38.8522284661804 |
| 2007-05-01 | 39.2712573103155 |
| 2007-06-01 | 39.4830905485263 |
| 2007-07-01 | 39.5227313181786 |
| 2007-08-01 | 39.6323801552409 |
| 2007-09-01 | 39.9131437773966 |
| 2007-10-01 | 39.4599549995558 |
| 2007-11-01 | 39.5620994446812 |
| 2007-12-01 | 39.6463481802109 |
| 2008-01-01 | 39.3858716592249 |
| 2008-02-01 | 39.4319861422558 |
| 2008-03-01 | 39.3309598021091 |
| 2008-04-01 | 39.1749538778679 |
| 2008-05-01 | 39.1213453453842 |
| 2008-06-01 | 39.2465874234513 |
| 2008-07-01 | 39.7867455805825 |
| 2008-08-01 | 39.8682956582334 |
| 2008-09-01 | 39.9404392018570 |
| 2008-10-01 | 39.4378656813961 |
| 2008-11-01 | 38.9759225993216 |
| 2008-12-01 | 38.4190421826225 |
| 2009-01-01 | 39.6883651302976 |
| 2009-02-01 | 39.3514203014690 |
| 2009-03-01 | 39.0386160586592 |
| 2009-04-01 | 38.7534357619502 |
| 2009-05-01 | 38.5417067409381 |
| 2009-06-01 | 38.7059643138002 |
| 2009-07-01 | 38.5564721148526 |
| 2009-08-01 | 38.5453098346176 |
| 2009-09-01 | 38.3849564183978 |
| 2009-10-01 | 38.7355833736218 |
| 2009-11-01 | 38.7127006191331 |
| 2009-12-01 | 38.6173417766525 |
| 2010-01-01 | 37.9149909594734 |
| 2010-02-01 | 38.1276748650981 |
| 2010-03-01 | 38.4389135468497 |
| 2010-04-01 | 38.8304982701228 |
| 2010-05-01 | 38.7440429086322 |
| 2010-06-01 | 38.5118244220729 |
| 2010-07-01 | 38.9240897482034 |
| 2010-08-01 | 39.1004095445779 |
| 2010-09-01 | 39.4966659265002 |
| 2010-10-01 | 40.3378404327446 |
| 2010-11-01 | 40.8242385266005 |
| 2010-12-01 | 41.2279146689537 |
| 2011-01-01 | 41.4744643439622 |
| 2011-02-01 | 41.7350059302974 |
| 2011-03-01 | 41.8192268966459 |
| 2011-04-01 | 42.0015415869739 |
| 2011-05-01 | 42.1943817532511 |
| 2011-06-01 | 42.2719178375640 |
| 2011-07-01 | 42.1936275815895 |
| 2011-08-01 | 42.0342186170604 |
| 2011-09-01 | 41.9763380387930 |
| 2011-10-01 | 41.5647399786419 |
| 2011-11-01 | 41.7459581908827 |
| 2011-12-01 | 41.8991445388995 |
| 2012-01-01 | 42.0509959268078 |
| 2012-02-01 | 41.9294676904435 |
| 2012-03-01 | 42.1292549134315 |
| 2012-04-01 | 42.6954630371678 |
| 2012-05-01 | 43.2700307330521 |
| 2012-06-01 | 43.0543251007854 |
| 2012-07-01 | 43.0040760757811 |
| 2012-08-01 | 43.0757892893785 |
| 2012-09-01 | 43.1891131882941 |
| 2012-10-01 | 43.6041810602339 |
| 2012-11-01 | 43.6615795846911 |
| 2012-12-01 | 43.3660420861289 |
| 2013-01-01 | 44.0415243583455 |
| 2013-02-01 | 44.5881934484267 |
| 2013-03-01 | 44.5955394518213 |
| 2013-04-01 | 43.9794992918544 |
| 2013-05-01 | 44.2702050410870 |
| 2013-06-01 | 44.5733690860410 |
| 2013-07-01 | 45.1186077398494 |
| 2013-08-01 | 45.2048576227565 |
| 2013-09-01 | 45.0698446695320 |
| 2013-10-01 | 44.8072084926376 |
| 2013-11-01 | 44.7975302192858 |
| 2013-12-01 | 44.5485603130637 |
| 2014-01-01 | 44.5714554662542 |
| 2014-02-01 | 44.7623990095950 |
| 2014-03-01 | 44.9237913635684 |
| 2014-04-01 | 44.9688863635869 |
| 2014-05-01 | 45.4202764521917 |
| 2014-06-01 | 45.5421343294824 |
| 2014-07-01 | 45.1528044517128 |
| 2014-08-01 | 45.4470972946473 |
| 2014-09-01 | 45.7004526970956 |
| 2014-10-01 | 45.8910780371513 |
| 2014-11-01 | 46.3225678578732 |
| 2014-12-01 | 46.5259647335931 |
| 2015-01-01 | 46.5007285588909 |
| 2015-02-01 | 47.3199266856058 |
| 2015-03-01 | 47.1040517013381 |
| 2015-04-01 | 47.2400585098329 |
| 2015-05-01 | 47.4729699921034 |
| 2015-06-01 | 47.6167244983540 |
| 2015-07-01 | 48.0905787479312 |
| 2015-08-01 | 48.1080491467757 |
| 2015-09-01 | 47.8126804727414 |
| 2015-10-01 | 48.3243712593002 |
| 2015-11-01 | 48.4251965239892 |
| 2015-12-01 | 49.0017051188284 |
| 2016-01-01 | 48.8339246754298 |
| 2016-02-01 | 48.7285283850338 |
| 2016-03-01 | 48.7702185778150 |
| 2016-04-01 | 48.9288966153046 |
| 2016-05-01 | 48.7413916286979 |
| 2016-06-01 | 48.4941219169183 |
| 2016-07-01 | 48.6509941294955 |
| 2016-08-01 | 48.1805266877989 |
| 2016-09-01 | 48.8981647565157 |
| 2016-10-01 | 49.3867908125657 |
| 2016-11-01 | 49.1756545306568 |
| 2016-12-01 | 49.6303897942215 |
| 2017-01-01 | 49.2158439565853 |
| 2017-02-01 | 48.8906469949705 |
| 2017-03-01 | 48.7918324539539 |
| 2017-04-01 | 49.2242927145587 |
| 2017-05-01 | 49.1081430747089 |
| 2017-06-01 | 49.1301672981471 |
| 2017-07-01 | 49.4264447478622 |
| 2017-08-01 | 49.3543550827923 |
| 2017-09-01 | 49.6257838415899 |
| 2017-10-01 | 49.1480948071965 |
| 2017-11-01 | 49.2432035677023 |
| 2017-12-01 | 49.2861301019915 |
| 2018-01-01 | 49.4451227896619 |
| 2018-02-01 | 49.1974300735466 |
| 2018-03-01 | 49.4658942974733 |
| 2018-04-01 | 49.6714692913287 |
| 2018-05-01 | 49.6627228563046 |
| 2018-06-01 | 50.0543916886714 |
| 2018-07-01 | 49.9968796676562 |
| 2018-08-01 | 50.0164417726437 |
| 2018-09-01 | 50.4840701278589 |
| 2018-10-01 | 50.6198789317702 |
| 2018-11-01 | 50.7920453272380 |
| 2018-12-01 | 50.3390464808424 |
| 2019-01-01 | 50.8127299494599 |
| 2019-02-01 | 51.1944166278624 |
| 2019-03-01 | 51.3094273114425 |
| 2019-04-01 | 51.2268019355991 |
| 2019-05-01 | 51.3976362777452 |
| 2019-06-01 | 51.2563220147275 |
| 2019-07-01 | 51.0828920050232 |
| 2019-08-01 | 51.4066406456303 |
| 2019-09-01 | 51.2860729992197 |
| 2019-10-01 | 50.9039855477645 |
| 2019-11-01 | 50.6933133196633 |
| 2019-12-01 | 50.5925908729293 |
| 2020-01-01 | 51.0101248803777 |
| 2020-02-01 | 50.7192642281409 |
| 2020-03-01 | 50.4273414421923 |
| 2020-04-01 | 45.0487924516470 |
| 2020-05-01 | 45.8945478983866 |
| 2020-06-01 | 46.7973555719031 |
| 2020-07-01 | 46.9576962923334 |
| 2020-08-01 | 47.2787052842755 |
| 2020-09-01 | 47.4206456387606 |
| 2020-10-01 | 48.1609388883609 |
| 2020-11-01 | 48.5744403662350 |
| 2020-12-01 | 48.8681820341083 |
| 2021-01-01 | 48.5431877095696 |
| 2021-02-01 | 49.2797213899378 |
| 2021-03-01 | 49.5407994820793 |
| 2021-04-01 | 49.1579946025543 |
| 2021-05-01 | 49.6002302307242 |
| 2021-06-01 | 49.6564345167328 |
| 2021-07-01 | 49.7020095774891 |
| 2021-08-01 | 49.9357938141989 |
| 2021-09-01 | 49.9324743055375 |
| 2021-10-01 | 50.7581547719677 |
| 2021-11-01 | 51.3933399545160 |
| 2021-12-01 | 51.4696958377554 |
| 2022-01-01 | 51.7662151301342 |
| 2022-02-01 | 52.0457155784450 |
| 2022-03-01 | 51.8879369692198 |
| 2022-04-01 | 52.1600133210680 |
| 2022-05-01 | 51.8913097612018 |
| 2022-06-01 | 51.2155210838440 |
| 2022-07-01 | 51.6285562021008 |
| 2022-08-01 | 51.2369613233317 |
| 2022-09-01 | 51.5985519846634 |
| 2022-10-01 | 51.7192525254771 |
| 2022-11-01 | 50.9994693481643 |
| 2022-12-01 | 50.9066802554632 |
| 2023-01-01 | 50.8357184636437 |
| 2023-02-01 | 50.8355391224332 |
| 2023-03-01 | 50.7466975407524 |
| 2023-04-01 | 50.6285418104927 |
| 2023-05-01 | 50.2761724401609 |
| 2023-06-01 | 50.0342438928027 |
| 2023-07-01 | 50.2288617443533 |
| 2023-08-01 | 49.9971793331957 |
| 2023-09-01 | 50.0522423139558 |
| 2023-10-01 | 49.9985464627291 |
| 2023-11-01 | 50.2262017849976 |
| 2023-12-01 | 50.2321825265798 |
| 2024-01-01 | 50.7486511371483 |
| 2024-02-01 | 50.5618754439813 |
| 2024-03-01 | 51.0586281997445 |
| 2024-04-01 | 51.0188209001595 |
| 2024-05-01 | 51.1619789124164 |
| 2024-06-01 | 51.0375782724882 |
| 2024-07-01 | 51.0179354294836 |
| 2024-08-01 | 51.2258123950363 |
| 2024-09-01 | 51.1845156189775 |
| 2024-10-01 | 51.0511189266141 |
| 2024-11-01 | 51.2130548329720 |
| 2024-12-01 | 51.4488511188803 |
| 2025-01-01 | 51.1483397860972 |
| 2025-02-01 | 51.2129316148952 |
| 2025-03-01 | 51.3325519786988 |
| 2025-04-01 | 51.1112725385791 |
| 2025-05-01 | 51.2480083425783 |
| 2025-06-01 | 51.5224087885624 |
| 2025-07-01 | 51.3993679431250 |
| 2025-08-01 | 51.6535684406219 |
| 2025-09-01 | 51.4522200765140 |
| 2025-10-01 | 51.0915928506579 |
| 2025-11-01 | 50.7804033979450 |