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 2026-04-01 |
| Last Updated | 2026-05-26 3:00 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 | 22.1741897106583 |
| 1992-07-01 | 22.6454069984037 |
| 1992-08-01 | 22.7071942056940 |
| 1992-09-01 | 22.8676343974371 |
| 1992-10-01 | 22.5416557691272 |
| 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 | 30.0459838214322 |
| 1997-05-01 | 30.0798205307811 |
| 1997-06-01 | 29.7682531077204 |
| 1997-07-01 | 30.5848478680185 |
| 1997-08-01 | 31.3252742138603 |
| 1997-09-01 | 31.0342587739525 |
| 1997-10-01 | 30.7886408258837 |
| 1997-11-01 | 30.9780118942660 |
| 1997-12-01 | 31.3207778410750 |
| 1998-01-01 | 31.5776860054032 |
| 1998-02-01 | 31.9847709661210 |
| 1998-03-01 | 31.9313794751909 |
| 1998-04-01 | 32.1450892586170 |
| 1998-05-01 | 32.3262035962892 |
| 1998-06-01 | 32.3259613831695 |
| 1998-07-01 | 32.6897890464541 |
| 1998-08-01 | 32.5031280999710 |
| 1998-09-01 | 32.6473900217627 |
| 1998-10-01 | 32.5536268495290 |
| 1998-11-01 | 32.7520766098397 |
| 1998-12-01 | 32.6027272328898 |
| 1999-01-01 | 32.4378338920855 |
| 1999-02-01 | 32.3528665288281 |
| 1999-03-01 | 32.5474906337047 |
| 1999-04-01 | 32.9661498726655 |
| 1999-05-01 | 32.6346241055275 |
| 1999-06-01 | 32.9928182225347 |
| 1999-07-01 | 33.5266716078783 |
| 1999-08-01 | 32.8030038612445 |
| 1999-09-01 | 32.8642570233269 |
| 1999-10-01 | 33.0058400062737 |
| 1999-11-01 | 33.1945976960278 |
| 1999-12-01 | 33.7874994278246 |
| 2000-01-01 | 33.4319023847150 |
| 2000-02-01 | 33.2504209599576 |
| 2000-03-01 | 33.8639124594833 |
| 2000-04-01 | 32.6005352046692 |
| 2000-05-01 | 32.6051116269989 |
| 2000-06-01 | 32.8438974087089 |
| 2000-07-01 | 33.2293120754155 |
| 2000-08-01 | 33.2984305670975 |
| 2000-09-01 | 32.9887647004755 |
| 2000-10-01 | 33.1352428522918 |
| 2000-11-01 | 32.9794840039585 |
| 2000-12-01 | 32.8767342129678 |
| 2001-01-01 | 32.9969895621930 |
| 2001-02-01 | 32.7013330435407 |
| 2001-03-01 | 32.6885654934144 |
| 2001-04-01 | 32.7422918091163 |
| 2001-05-01 | 32.9339805280802 |
| 2001-06-01 | 32.9233358931660 |
| 2001-07-01 | 32.3621724604274 |
| 2001-08-01 | 32.2101970779251 |
| 2001-09-01 | 32.2622330528381 |
| 2001-10-01 | 32.4720013805584 |
| 2001-11-01 | 31.8823195458147 |
| 2001-12-01 | 31.7739802542964 |
| 2002-01-01 | 31.7288318625864 |
| 2002-02-01 | 32.1372463543645 |
| 2002-03-01 | 31.9921694801343 |
| 2002-04-01 | 32.1639869402200 |
| 2002-05-01 | 32.2489782345712 |
| 2002-06-01 | 32.3988467186840 |
| 2002-07-01 | 32.6126911806274 |
| 2002-08-01 | 32.6141385160759 |
| 2002-09-01 | 32.7271811219245 |
| 2002-10-01 | 32.5231120663724 |
| 2002-11-01 | 32.8081189176021 |
| 2002-12-01 | 32.5802713930536 |
| 2003-01-01 | 32.1870795243675 |
| 2003-02-01 | 31.7425893717097 |
| 2003-03-01 | 31.9907717044189 |
| 2003-04-01 | 31.6501649805176 |
| 2003-05-01 | 31.8716810810243 |
| 2003-06-01 | 31.9103097427148 |
| 2003-07-01 | 31.9665568313469 |
| 2003-08-01 | 32.3342269014264 |
| 2003-09-01 | 32.7300853664817 |
| 2003-10-01 | 33.1026049119467 |
| 2003-11-01 | 33.0009194132112 |
| 2003-12-01 | 33.0616281745265 |
| 2004-01-01 | 33.9681758320296 |
| 2004-02-01 | 34.2202839828775 |
| 2004-03-01 | 34.6359136505514 |
| 2004-04-01 | 34.9445941420306 |
| 2004-05-01 | 35.0971260618720 |
| 2004-06-01 | 35.0612960597233 |
| 2004-07-01 | 35.5826874904139 |
| 2004-08-01 | 35.4007864422631 |
| 2004-09-01 | 35.2143423050480 |
| 2004-10-01 | 35.5690407922170 |
| 2004-11-01 | 35.5841141864268 |
| 2004-12-01 | 35.3109258754545 |
| 2005-01-01 | 36.3524381747828 |
| 2005-02-01 | 36.2797114518259 |
| 2005-03-01 | 36.4598311110739 |
| 2005-04-01 | 36.8296286799747 |
| 2005-05-01 | 36.9818408281430 |
| 2005-06-01 | 37.2826888609325 |
| 2005-07-01 | 37.1766445302212 |
| 2005-08-01 | 37.2609969172894 |
| 2005-09-01 | 37.4425583601654 |
| 2005-10-01 | 37.0459064168577 |
| 2005-11-01 | 37.6403795367472 |
| 2005-12-01 | 37.5199564390923 |
| 2006-01-01 | 37.9065377307732 |
| 2006-02-01 | 38.1177354784632 |
| 2006-03-01 | 38.3998943354501 |
| 2006-04-01 | 38.6462345691548 |
| 2006-05-01 | 38.7138768033664 |
| 2006-06-01 | 38.6102961158026 |
| 2006-07-01 | 38.3637293598603 |
| 2006-08-01 | 38.6363399888253 |
| 2006-09-01 | 38.9041935784686 |
| 2006-10-01 | 38.8988010806356 |
| 2006-11-01 | 39.1668393841001 |
| 2006-12-01 | 39.0955826389835 |
| 2007-01-01 | 39.0591126289592 |
| 2007-02-01 | 39.0298133407074 |
| 2007-03-01 | 39.0160785894498 |
| 2007-04-01 | 38.8522280480397 |
| 2007-05-01 | 39.2712573469129 |
| 2007-06-01 | 39.4830904108284 |
| 2007-07-01 | 39.5227313312400 |
| 2007-08-01 | 39.6323801238999 |
| 2007-09-01 | 39.9131441379824 |
| 2007-10-01 | 39.4599548304087 |
| 2007-11-01 | 39.5620992431145 |
| 2007-12-01 | 39.6463481043994 |
| 2008-01-01 | 39.3858721805294 |
| 2008-02-01 | 39.4319865640303 |
| 2008-03-01 | 39.3309600643423 |
| 2008-04-01 | 39.1749531060517 |
| 2008-05-01 | 39.1213452942492 |
| 2008-06-01 | 39.2465872094429 |
| 2008-07-01 | 39.7867458288329 |
| 2008-08-01 | 39.8682957121617 |
| 2008-09-01 | 39.9404392082685 |
| 2008-10-01 | 39.4378654754875 |
| 2008-11-01 | 38.9759213394973 |
| 2008-12-01 | 38.4190418319101 |
| 2009-01-01 | 39.6883664603796 |
| 2009-02-01 | 39.3514219031449 |
| 2009-03-01 | 39.0386170129036 |
| 2009-04-01 | 38.7534345782143 |
| 2009-05-01 | 38.5417060370985 |
| 2009-06-01 | 38.7059639649203 |
| 2009-07-01 | 38.5564732336958 |
| 2009-08-01 | 38.5453103540316 |
| 2009-09-01 | 38.3849556219007 |
| 2009-10-01 | 38.7355832349575 |
| 2009-11-01 | 38.7126989557795 |
| 2009-12-01 | 38.6173366147992 |
| 2010-01-01 | 37.9149896568069 |
| 2010-02-01 | 38.1276848427125 |
| 2010-03-01 | 38.4389211314776 |
| 2010-04-01 | 38.8304872133519 |
| 2010-05-01 | 38.7440425602118 |
| 2010-06-01 | 38.5118247872166 |
| 2010-07-01 | 38.9240984379007 |
| 2010-08-01 | 39.1004089380792 |
| 2010-09-01 | 39.4966633126370 |
| 2010-10-01 | 40.3378389362373 |
| 2010-11-01 | 40.8242338169672 |
| 2010-12-01 | 41.2279013631551 |
| 2011-01-01 | 41.4744584992869 |
| 2011-02-01 | 41.7350258985965 |
| 2011-03-01 | 41.8192432885733 |
| 2011-04-01 | 42.0015201664954 |
| 2011-05-01 | 42.1943841865126 |
| 2011-06-01 | 42.2719225574273 |
| 2011-07-01 | 42.1936484527065 |
| 2011-08-01 | 42.0342205605957 |
| 2011-09-01 | 41.9763353331822 |
| 2011-10-01 | 41.5647335393534 |
| 2011-11-01 | 41.7459434024045 |
| 2011-12-01 | 41.8991144318636 |
| 2012-01-01 | 42.0509785923421 |
| 2012-02-01 | 41.9294881213106 |
| 2012-03-01 | 42.1292863175874 |
| 2012-04-01 | 42.6954433370176 |
| 2012-05-01 | 43.2700453215411 |
| 2012-06-01 | 43.0543464593204 |
| 2012-07-01 | 43.0041249381520 |
| 2012-08-01 | 43.0758084213882 |
| 2012-09-01 | 43.1890422029394 |
| 2012-10-01 | 43.6041907254834 |
| 2012-11-01 | 43.6615790752856 |
| 2012-12-01 | 43.3659144485679 |
| 2013-01-01 | 44.0415198241775 |
| 2013-02-01 | 44.5882229138641 |
| 2013-03-01 | 44.5955919558098 |
| 2013-04-01 | 43.9795030570316 |
| 2013-05-01 | 44.2702518572150 |
| 2013-06-01 | 44.5734244680328 |
| 2013-07-01 | 45.1186768341713 |
| 2013-08-01 | 45.2049007924984 |
| 2013-09-01 | 45.0696620780950 |
| 2013-10-01 | 44.8072490678269 |
| 2013-11-01 | 44.7975481857686 |
| 2013-12-01 | 44.5482510030458 |
| 2014-01-01 | 44.5714875981264 |
| 2014-02-01 | 44.7624415952540 |
| 2014-03-01 | 44.9238730654816 |
| 2014-04-01 | 44.9689346094261 |
| 2014-05-01 | 45.4203623167415 |
| 2014-06-01 | 45.5422414081022 |
| 2014-07-01 | 45.1529620932789 |
| 2014-08-01 | 45.4473147394374 |
| 2014-09-01 | 45.6998614550743 |
| 2014-10-01 | 45.8913229280721 |
| 2014-11-01 | 46.3226696897470 |
| 2014-12-01 | 46.5253832275564 |
| 2015-01-01 | 46.5006257747202 |
| 2015-02-01 | 47.3197260917652 |
| 2015-03-01 | 47.1039544633328 |
| 2015-04-01 | 47.2401812672256 |
| 2015-05-01 | 47.4733777010915 |
| 2015-06-01 | 47.6172910796200 |
| 2015-07-01 | 48.0911437302095 |
| 2015-08-01 | 48.1085615515465 |
| 2015-09-01 | 47.8116535691936 |
| 2015-10-01 | 48.3247076921101 |
| 2015-11-01 | 48.4252414329381 |
| 2015-12-01 | 49.0004745802531 |
| 2016-01-01 | 48.8332750421468 |
| 2016-02-01 | 48.7275347823262 |
| 2016-03-01 | 48.7695979907829 |
| 2016-04-01 | 48.9293029617147 |
| 2016-05-01 | 48.7429443312983 |
| 2016-06-01 | 48.4961560002660 |
| 2016-07-01 | 48.6525922274250 |
| 2016-08-01 | 48.1813050446435 |
| 2016-09-01 | 48.8963296367336 |
| 2016-10-01 | 49.3867939704471 |
| 2016-11-01 | 49.1755087234266 |
| 2016-12-01 | 49.6280588799140 |
| 2017-01-01 | 49.2142198675441 |
| 2017-02-01 | 48.8879024846406 |
| 2017-03-01 | 48.7898470484346 |
| 2017-04-01 | 49.2240917399693 |
| 2017-05-01 | 49.1089116131216 |
| 2017-06-01 | 49.1447850947686 |
| 2017-07-01 | 49.4269143478221 |
| 2017-08-01 | 49.3537528669227 |
| 2017-09-01 | 49.6224716534643 |
| 2017-10-01 | 49.1466675132755 |
| 2017-11-01 | 49.2418317643027 |
| 2017-12-01 | 49.2826259916558 |
| 2018-01-01 | 49.4415656181697 |
| 2018-02-01 | 49.1923805093279 |
| 2018-03-01 | 49.4623243123587 |
| 2018-04-01 | 49.6709420779418 |
| 2018-05-01 | 49.6640211677103 |
| 2018-06-01 | 50.0843555242532 |
| 2018-07-01 | 49.9993008403191 |
| 2018-08-01 | 50.0177034824345 |
| 2018-09-01 | 50.4691246547617 |
| 2018-10-01 | 50.6183096743897 |
| 2018-11-01 | 50.7896154681469 |
| 2018-12-01 | 50.3334182956843 |
| 2019-01-01 | 50.8058036888420 |
| 2019-02-01 | 51.1871031962220 |
| 2019-03-01 | 51.3041276168567 |
| 2019-04-01 | 51.2249737754052 |
| 2019-05-01 | 51.3972705824737 |
| 2019-06-01 | 51.3187791867063 |
| 2019-07-01 | 51.0825527856770 |
| 2019-08-01 | 51.4131818629735 |
| 2019-09-01 | 51.2558824903699 |
| 2019-10-01 | 50.8934128406336 |
| 2019-11-01 | 50.6865113615329 |
| 2019-12-01 | 50.5836565650549 |
| 2020-01-01 | 51.0001048012495 |
| 2020-02-01 | 50.7117047361352 |
| 2020-03-01 | 50.4237390785505 |
| 2020-04-01 | 45.0497927663538 |
| 2020-05-01 | 45.8986262771632 |
| 2020-06-01 | 46.8779313085255 |
| 2020-07-01 | 46.9606551847734 |
| 2020-08-01 | 47.2917119340309 |
| 2020-09-01 | 47.3763368227845 |
| 2020-10-01 | 48.1361598956964 |
| 2020-11-01 | 48.5565273921946 |
| 2020-12-01 | 48.8486005495062 |
| 2021-01-01 | 48.5382502400332 |
| 2021-02-01 | 49.2648683382500 |
| 2021-03-01 | 49.5513154078661 |
| 2021-04-01 | 49.1594947843547 |
| 2021-05-01 | 49.6154968707352 |
| 2021-06-01 | 49.7781107481716 |
| 2021-07-01 | 49.7082670642227 |
| 2021-08-01 | 49.9581619387808 |
| 2021-09-01 | 49.8727209423466 |
| 2021-10-01 | 50.6997983178350 |
| 2021-11-01 | 51.3459198742003 |
| 2021-12-01 | 51.4329775933343 |
| 2022-01-01 | 51.7670790515954 |
| 2022-02-01 | 52.0289254866042 |
| 2022-03-01 | 51.9291804778100 |
| 2022-04-01 | 52.1650250700244 |
| 2022-05-01 | 51.9195911843631 |
| 2022-06-01 | 51.3701069498521 |
| 2022-07-01 | 51.6306061561845 |
| 2022-08-01 | 51.2930323802206 |
| 2022-09-01 | 51.5246001439433 |
| 2022-10-01 | 51.6293456892849 |
| 2022-11-01 | 50.8962017482879 |
| 2022-12-01 | 50.8460854635954 |
| 2023-01-01 | 50.8513310521686 |
| 2023-02-01 | 50.8271098298363 |
| 2023-03-01 | 50.8103852108260 |
| 2023-04-01 | 50.6426798254511 |
| 2023-05-01 | 50.3168298207692 |
| 2023-06-01 | 50.2166882533029 |
| 2023-07-01 | 50.2182638900391 |
| 2023-08-01 | 50.0889991125794 |
| 2023-09-01 | 49.9766526858865 |
| 2023-10-01 | 49.8752315848016 |
| 2023-11-01 | 50.0540044449485 |
| 2023-12-01 | 50.1501688048114 |
| 2024-01-01 | 50.7789806867616 |
| 2024-02-01 | 50.5816268483881 |
| 2024-03-01 | 51.1459739135436 |
| 2024-04-01 | 50.8485600492329 |
| 2024-05-01 | 50.8123037460420 |
| 2024-06-01 | 50.7320082106502 |
| 2024-07-01 | 50.6918088055554 |
| 2024-08-01 | 51.0573087349217 |
| 2024-09-01 | 50.9090343248339 |
| 2024-10-01 | 50.7031925517356 |
| 2024-11-01 | 50.5707570332980 |
| 2024-12-01 | 50.5498723093655 |
| 2025-01-01 | 50.0866576443412 |
| 2025-02-01 | 49.8436504775664 |
| 2025-03-01 | 49.7201421158253 |
| 2025-04-01 | 49.5523696421842 |
| 2025-05-01 | 49.7050864201520 |
| 2025-06-01 | 49.7181244283065 |
| 2025-07-01 | 49.7632726173144 |
| 2025-08-01 | 49.5014589245341 |
| 2025-09-01 | 49.5902388624824 |
| 2025-10-01 | 49.3373056413855 |
| 2025-11-01 | 49.3974670999275 |
| 2025-12-01 | 49.3508033779478 |
| 2026-01-01 | 49.3082946241857 |
| 2026-02-01 | 48.9873281832263 |
| 2026-03-01 | 49.6151653487754 |
| 2026-04-01 | 49.5794548729258 |