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 2026-05-01 |
| Last Updated | 2026-06-24 10:02 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 | 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 | 22.1741897106582 |
| 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 | 29.6063929956635 |
| 1996-12-01 | 29.6421797027734 |
| 1997-01-01 | 30.3562155646786 |
| 1997-02-01 | 30.0121621382699 |
| 1997-03-01 | 29.9976761297976 |
| 1997-04-01 | 30.0459838214323 |
| 1997-05-01 | 30.0798205307810 |
| 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 | 31.9313794751911 |
| 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 | 32.5536268495284 |
| 1998-11-01 | 32.7520766098394 |
| 1998-12-01 | 32.6027272328900 |
| 1999-01-01 | 32.4378338920862 |
| 1999-02-01 | 32.3528665288289 |
| 1999-03-01 | 32.5474906337052 |
| 1999-04-01 | 32.9661498726655 |
| 1999-05-01 | 32.6346241055268 |
| 1999-06-01 | 32.9928182225343 |
| 1999-07-01 | 33.5266716078783 |
| 1999-08-01 | 32.8030038612445 |
| 1999-09-01 | 32.8642570233264 |
| 1999-10-01 | 33.0058400062727 |
| 1999-11-01 | 33.1945976960270 |
| 1999-12-01 | 33.7874994278243 |
| 2000-01-01 | 33.4319023847154 |
| 2000-02-01 | 33.2504209599656 |
| 2000-03-01 | 33.8639124594824 |
| 2000-04-01 | 32.6005352046675 |
| 2000-05-01 | 32.6051116269961 |
| 2000-06-01 | 32.8438974087070 |
| 2000-07-01 | 33.2293120754151 |
| 2000-08-01 | 33.2984305670987 |
| 2000-09-01 | 32.9887647004750 |
| 2000-10-01 | 33.1352428522887 |
| 2000-11-01 | 32.9794840039571 |
| 2000-12-01 | 32.8767342129649 |
| 2001-01-01 | 32.9969895621947 |
| 2001-02-01 | 32.7013330435600 |
| 2001-03-01 | 32.6885654934178 |
| 2001-04-01 | 32.7422918091156 |
| 2001-05-01 | 32.9339805280742 |
| 2001-06-01 | 32.9233358931593 |
| 2001-07-01 | 32.3621724604259 |
| 2001-08-01 | 32.2101970779206 |
| 2001-09-01 | 32.2622330528612 |
| 2001-10-01 | 32.4720013805446 |
| 2001-11-01 | 31.8823195457952 |
| 2001-12-01 | 31.7739802542316 |
| 2002-01-01 | 31.7288318626054 |
| 2002-02-01 | 32.1372463543920 |
| 2002-03-01 | 31.9921694801786 |
| 2002-04-01 | 32.1639869402759 |
| 2002-05-01 | 32.2489782346059 |
| 2002-06-01 | 32.3988467186822 |
| 2002-07-01 | 32.6126911806047 |
| 2002-08-01 | 32.6141385160346 |
| 2002-09-01 | 32.7271811219395 |
| 2002-10-01 | 32.5231120663335 |
| 2002-11-01 | 32.8081189175008 |
| 2002-12-01 | 32.5802713928235 |
| 2003-01-01 | 32.1870795243280 |
| 2003-02-01 | 31.7425893717519 |
| 2003-03-01 | 31.9907717046218 |
| 2003-04-01 | 31.6501649808336 |
| 2003-05-01 | 31.8716810813872 |
| 2003-06-01 | 31.9103097429452 |
| 2003-07-01 | 31.9665568310153 |
| 2003-08-01 | 32.3342269011685 |
| 2003-09-01 | 32.7300853662333 |
| 2003-10-01 | 33.1026049116493 |
| 2003-11-01 | 33.0009194129227 |
| 2003-12-01 | 33.0616281742224 |
| 2004-01-01 | 33.9681758319918 |
| 2004-02-01 | 34.2202839828019 |
| 2004-03-01 | 34.6359136507028 |
| 2004-04-01 | 34.9445941440616 |
| 2004-05-01 | 35.0971260626092 |
| 2004-06-01 | 35.0612960603854 |
| 2004-07-01 | 35.5826874898629 |
| 2004-08-01 | 35.4007864417068 |
| 2004-09-01 | 35.2143423035946 |
| 2004-10-01 | 35.5690407913217 |
| 2004-11-01 | 35.5841141856169 |
| 2004-12-01 | 35.3109258745497 |
| 2005-01-01 | 36.3524381741369 |
| 2005-02-01 | 36.2797114513475 |
| 2005-03-01 | 36.4598311118603 |
| 2005-04-01 | 36.8296286853689 |
| 2005-05-01 | 36.9818408304095 |
| 2005-06-01 | 37.2826888628591 |
| 2005-07-01 | 37.1766445305960 |
| 2005-08-01 | 37.2609969184080 |
| 2005-09-01 | 37.4425583495729 |
| 2005-10-01 | 37.0459064167525 |
| 2005-11-01 | 37.6403795352653 |
| 2005-12-01 | 37.5199564377744 |
| 2006-01-01 | 37.9065377267927 |
| 2006-02-01 | 38.1177354770971 |
| 2006-03-01 | 38.3998943380605 |
| 2006-04-01 | 38.6462345805559 |
| 2006-05-01 | 38.7138768100566 |
| 2006-06-01 | 38.6102961213765 |
| 2006-07-01 | 38.3637293625317 |
| 2006-08-01 | 38.6363399910024 |
| 2006-09-01 | 38.9041935561257 |
| 2006-10-01 | 38.8988010780847 |
| 2006-11-01 | 39.1668393789541 |
| 2006-12-01 | 39.0955826373207 |
| 2007-01-01 | 39.0591126166750 |
| 2007-02-01 | 39.0298133368760 |
| 2007-03-01 | 39.0160785887872 |
| 2007-04-01 | 38.8522280945045 |
| 2007-05-01 | 39.2712573510627 |
| 2007-06-01 | 39.4830904267002 |
| 2007-07-01 | 39.5227313322420 |
| 2007-08-01 | 39.6323801193788 |
| 2007-09-01 | 39.9131440934051 |
| 2007-10-01 | 39.4599548172308 |
| 2007-11-01 | 39.5620992340758 |
| 2007-12-01 | 39.6463481080651 |
| 2008-01-01 | 39.3858721678898 |
| 2008-02-01 | 39.4319865646256 |
| 2008-03-01 | 39.3309600653111 |
| 2008-04-01 | 39.1749531940900 |
| 2008-05-01 | 39.1213453004965 |
| 2008-06-01 | 39.2465872301770 |
| 2008-07-01 | 39.7867458173270 |
| 2008-08-01 | 39.8682956893162 |
| 2008-09-01 | 39.9404391530996 |
| 2008-10-01 | 39.4378653912508 |
| 2008-11-01 | 38.9759213509370 |
| 2008-12-01 | 38.4190418622890 |
| 2009-01-01 | 39.6883664661577 |
| 2009-02-01 | 39.3514219182358 |
| 2009-03-01 | 39.0386170235932 |
| 2009-04-01 | 38.7534347089248 |
| 2009-05-01 | 38.5417060591870 |
| 2009-06-01 | 38.7059639833281 |
| 2009-07-01 | 38.5564731922063 |
| 2009-08-01 | 38.5453102933761 |
| 2009-09-01 | 38.3849555381137 |
| 2009-10-01 | 38.7355830414442 |
| 2009-11-01 | 38.7126988993566 |
| 2009-12-01 | 38.6173368393884 |
| 2010-01-01 | 37.9149896124396 |
| 2010-02-01 | 38.1276850480525 |
| 2010-03-01 | 38.4389208971419 |
| 2010-04-01 | 38.8304875855756 |
| 2010-05-01 | 38.7440426380922 |
| 2010-06-01 | 38.5118248640450 |
| 2010-07-01 | 38.9240982548189 |
| 2010-08-01 | 39.1004088660837 |
| 2010-09-01 | 39.4966631640646 |
| 2010-10-01 | 40.3378385129071 |
| 2010-11-01 | 40.8242335745067 |
| 2010-12-01 | 41.2279017331613 |
| 2011-01-01 | 41.4744583693265 |
| 2011-02-01 | 41.7350263624959 |
| 2011-03-01 | 41.8192428767049 |
| 2011-04-01 | 42.0015210001856 |
| 2011-05-01 | 42.1943845524541 |
| 2011-06-01 | 42.2719229397780 |
| 2011-07-01 | 42.1936482099433 |
| 2011-08-01 | 42.0342203693551 |
| 2011-09-01 | 41.9763348034725 |
| 2011-10-01 | 41.5647325934978 |
| 2011-11-01 | 41.7459426079568 |
| 2011-12-01 | 41.8991145979196 |
| 2012-01-01 | 42.0509780693573 |
| 2012-02-01 | 41.9294895982079 |
| 2012-03-01 | 42.1292858325726 |
| 2012-04-01 | 42.6954450157282 |
| 2012-05-01 | 43.2700463958295 |
| 2012-06-01 | 43.0543476648409 |
| 2012-07-01 | 43.0041251995585 |
| 2012-08-01 | 43.0758085049554 |
| 2012-09-01 | 43.1890382099142 |
| 2012-10-01 | 43.6041896849426 |
| 2012-11-01 | 43.6615784331869 |
| 2012-12-01 | 43.3659119389361 |
| 2013-01-01 | 44.0415197740450 |
| 2013-02-01 | 44.5882261406621 |
| 2013-03-01 | 44.5955921228375 |
| 2013-04-01 | 43.9795057550893 |
| 2013-05-01 | 44.2702545176469 |
| 2013-06-01 | 44.5734273840788 |
| 2013-07-01 | 45.1186787787017 |
| 2013-08-01 | 45.2048990565049 |
| 2013-09-01 | 45.0696559460195 |
| 2013-10-01 | 44.8072432640652 |
| 2013-11-01 | 44.7975491346222 |
| 2013-12-01 | 44.5482448389830 |
| 2014-01-01 | 44.5714887997915 |
| 2014-02-01 | 44.7624469456635 |
| 2014-03-01 | 44.9238748687108 |
| 2014-04-01 | 44.9689394757192 |
| 2014-05-01 | 45.4203671127847 |
| 2014-06-01 | 45.5422465661682 |
| 2014-07-01 | 45.1529664291443 |
| 2014-08-01 | 45.4473120556919 |
| 2014-09-01 | 45.6998430768387 |
| 2014-10-01 | 45.8913116578162 |
| 2014-11-01 | 46.3226713735504 |
| 2014-12-01 | 46.5253730506950 |
| 2015-01-01 | 46.5006329372997 |
| 2015-02-01 | 47.3197405268451 |
| 2015-03-01 | 47.1039656539675 |
| 2015-04-01 | 47.2401919638140 |
| 2015-05-01 | 47.4733837917678 |
| 2015-06-01 | 47.6172938134541 |
| 2015-07-01 | 48.0911440619987 |
| 2015-08-01 | 48.1085495066239 |
| 2015-09-01 | 47.8116186300306 |
| 2015-10-01 | 48.3246862434906 |
| 2015-11-01 | 48.4252443924872 |
| 2015-12-01 | 49.0004539484270 |
| 2016-01-01 | 48.8333003070683 |
| 2016-02-01 | 48.7275735608148 |
| 2016-03-01 | 48.7696330763182 |
| 2016-04-01 | 48.9293279057698 |
| 2016-05-01 | 48.7429504672973 |
| 2016-06-01 | 48.4961455487430 |
| 2016-07-01 | 48.6525742289718 |
| 2016-08-01 | 48.1812739088290 |
| 2016-09-01 | 48.8962646778190 |
| 2016-10-01 | 49.3867568759306 |
| 2016-11-01 | 49.1755125277526 |
| 2016-12-01 | 49.6280388529343 |
| 2017-01-01 | 49.2142457925715 |
| 2017-02-01 | 48.8879947771383 |
| 2017-03-01 | 48.7899518257492 |
| 2017-04-01 | 49.2241964510810 |
| 2017-05-01 | 49.1087713542720 |
| 2017-06-01 | 49.1448506376367 |
| 2017-07-01 | 49.4268214202240 |
| 2017-08-01 | 49.3536745416690 |
| 2017-09-01 | 49.6223832317396 |
| 2017-10-01 | 49.1466250018099 |
| 2017-11-01 | 49.2418502826092 |
| 2017-12-01 | 49.2826339158890 |
| 2018-01-01 | 49.4415391371378 |
| 2018-02-01 | 49.1925503856363 |
| 2018-03-01 | 49.4625135736079 |
| 2018-04-01 | 49.6711318641936 |
| 2018-05-01 | 49.6637258997105 |
| 2018-06-01 | 50.0844960851715 |
| 2018-07-01 | 49.9991280985542 |
| 2018-08-01 | 50.0175821369182 |
| 2018-09-01 | 50.4689972177223 |
| 2018-10-01 | 50.6182688466908 |
| 2018-11-01 | 50.7896451745629 |
| 2018-12-01 | 50.3334637466885 |
| 2019-01-01 | 50.8057182338564 |
| 2019-02-01 | 51.1873605049148 |
| 2019-03-01 | 51.3044128224720 |
| 2019-04-01 | 51.2252575911328 |
| 2019-05-01 | 51.3967992200259 |
| 2019-06-01 | 51.3189978857787 |
| 2019-07-01 | 51.0822686704528 |
| 2019-08-01 | 51.4130620587376 |
| 2019-09-01 | 51.2556712982692 |
| 2019-10-01 | 50.8934563510105 |
| 2019-11-01 | 50.6865120526952 |
| 2019-12-01 | 50.5837179393456 |
| 2020-01-01 | 50.9999875556996 |
| 2020-02-01 | 50.7120316529799 |
| 2020-03-01 | 50.4240759774444 |
| 2020-04-01 | 45.0500635692449 |
| 2020-05-01 | 45.8981836575981 |
| 2020-06-01 | 46.8780845681180 |
| 2020-07-01 | 46.9603044521364 |
| 2020-08-01 | 47.2916063318112 |
| 2020-09-01 | 47.3760835702076 |
| 2020-10-01 | 48.1363206865921 |
| 2020-11-01 | 48.5565540420466 |
| 2020-12-01 | 48.8487070107687 |
| 2021-01-01 | 48.5383343647274 |
| 2021-02-01 | 49.2649564649171 |
| 2021-03-01 | 49.5517593191877 |
| 2021-04-01 | 49.1594970058599 |
| 2021-05-01 | 49.6148675172873 |
| 2021-06-01 | 49.7782971216348 |
| 2021-07-01 | 49.7080277005906 |
| 2021-08-01 | 49.9581654307896 |
| 2021-09-01 | 49.8725208052055 |
| 2021-10-01 | 50.7001433844233 |
| 2021-11-01 | 51.3459867804512 |
| 2021-12-01 | 51.4332319978843 |
| 2022-01-01 | 51.7674711842596 |
| 2022-02-01 | 52.0286174148801 |
| 2022-03-01 | 51.9293549665339 |
| 2022-04-01 | 52.1642286187331 |
| 2022-05-01 | 51.9187243753528 |
| 2022-06-01 | 51.3703160756461 |
| 2022-07-01 | 51.6308660612286 |
| 2022-08-01 | 51.2934071330564 |
| 2022-09-01 | 51.5245976322325 |
| 2022-10-01 | 51.6299976024821 |
| 2022-11-01 | 50.8966466070158 |
| 2022-12-01 | 50.8465245855351 |
| 2023-01-01 | 50.8523096858152 |
| 2023-02-01 | 50.8263604655996 |
| 2023-03-01 | 50.8113811172291 |
| 2023-04-01 | 50.6352865696512 |
| 2023-05-01 | 50.3182218195607 |
| 2023-06-01 | 50.2178340802794 |
| 2023-07-01 | 50.2194159529635 |
| 2023-08-01 | 50.0899918522059 |
| 2023-09-01 | 49.9772721640082 |
| 2023-10-01 | 49.8762466699573 |
| 2023-11-01 | 50.0548182232918 |
| 2023-12-01 | 50.1509767306121 |
| 2024-01-01 | 50.7806693122959 |
| 2024-02-01 | 50.5807615503486 |
| 2024-03-01 | 51.1477972534221 |
| 2024-04-01 | 50.8330490960762 |
| 2024-05-01 | 50.8144334052978 |
| 2024-06-01 | 50.7345773026105 |
| 2024-07-01 | 50.6941599024306 |
| 2024-08-01 | 51.0592208090589 |
| 2024-09-01 | 50.9106559427837 |
| 2024-10-01 | 50.7048205321979 |
| 2024-11-01 | 50.5722700425622 |
| 2024-12-01 | 50.5512255520678 |
| 2025-01-01 | 50.0892512055444 |
| 2025-02-01 | 49.8428443174914 |
| 2025-03-01 | 49.7234403757611 |
| 2025-04-01 | 49.5279285022205 |
| 2025-05-01 | 49.7067537702945 |
| 2025-06-01 | 49.7225224860255 |
| 2025-07-01 | 49.7668744745565 |
| 2025-08-01 | 49.5042775996958 |
| 2025-09-01 | 49.5930451762374 |
| 2025-10-01 | 49.3395224990418 |
| 2025-11-01 | 49.3994145124900 |
| 2025-12-01 | 49.3526193152162 |
| 2026-01-01 | 49.3114331075110 |
| 2026-02-01 | 48.9867544281409 |
| 2026-03-01 | 49.6190041242103 |
| 2026-04-01 | 49.6499302387181 |
| 2026-05-01 | 49.5952507796848 |