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 2026-08-01 |
| Last Updated | 2026-09-18 12:12 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 | 19.3518230547 |
| 1990-02-01 | 19.5971550773 |
| 1990-03-01 | 19.4753867373 |
| 1990-04-01 | 19.4931562507 |
| 1990-05-01 | 19.5976213140 |
| 1990-06-01 | 19.6068389700 |
| 1990-07-01 | 19.3519137171 |
| 1990-08-01 | 19.4481387238 |
| 1990-09-01 | 19.5310703391 |
| 1990-10-01 | 19.8535284580 |
| 1990-11-01 | 19.4613904279 |
| 1990-12-01 | 19.2303095727 |
| 1991-01-01 | 20.1743585800 |
| 1991-02-01 | 20.0036738371 |
| 1991-03-01 | 20.1624838658 |
| 1991-04-01 | 20.2910644839 |
| 1991-05-01 | 20.3949679633 |
| 1991-06-01 | 20.4916736815 |
| 1991-07-01 | 20.6505130583 |
| 1991-08-01 | 20.7353969656 |
| 1991-09-01 | 20.8359887941 |
| 1991-10-01 | 21.0476192148 |
| 1991-11-01 | 21.2599852802 |
| 1991-12-01 | 21.1420757707 |
| 1992-01-01 | 21.3887990808 |
| 1992-02-01 | 21.2266536258 |
| 1992-03-01 | 21.4462246663 |
| 1992-04-01 | 22.1837812162 |
| 1992-05-01 | 21.6991558155 |
| 1992-06-01 | 22.1741897107 |
| 1992-07-01 | 22.6454069984 |
| 1992-08-01 | 22.7071942057 |
| 1992-09-01 | 22.8676343974 |
| 1992-10-01 | 22.5416557691 |
| 1992-11-01 | 22.7455691578 |
| 1992-12-01 | 23.0552485094 |
| 1993-01-01 | 22.9898050306 |
| 1993-02-01 | 23.1515767261 |
| 1993-03-01 | 23.1264269033 |
| 1993-04-01 | 23.0735982167 |
| 1993-05-01 | 23.1102088338 |
| 1993-06-01 | 22.9584628606 |
| 1993-07-01 | 23.1759226554 |
| 1993-08-01 | 23.1976934527 |
| 1993-09-01 | 23.4294912974 |
| 1993-10-01 | 23.7490944796 |
| 1993-11-01 | 23.8334002268 |
| 1993-12-01 | 23.9525766567 |
| 1994-01-01 | 24.0649431583 |
| 1994-02-01 | 24.4334635106 |
| 1994-03-01 | 25.0196970409 |
| 1994-04-01 | 25.5702892805 |
| 1994-05-01 | 25.4285396317 |
| 1994-06-01 | 25.8269078205 |
| 1994-07-01 | 25.6858927810 |
| 1994-08-01 | 25.9421786133 |
| 1994-09-01 | 26.2749076589 |
| 1994-10-01 | 26.5479796235 |
| 1994-11-01 | 27.0357909299 |
| 1994-12-01 | 27.0667031526 |
| 1995-01-01 | 27.1754958651 |
| 1995-02-01 | 27.2189452081 |
| 1995-03-01 | 27.2388758585 |
| 1995-04-01 | 27.4718567564 |
| 1995-05-01 | 27.6591567303 |
| 1995-06-01 | 27.8924420214 |
| 1995-07-01 | 28.0916357065 |
| 1995-08-01 | 28.4932547294 |
| 1995-09-01 | 28.2918956589 |
| 1995-10-01 | 28.7676544043 |
| 1995-11-01 | 28.7245154660 |
| 1995-12-01 | 28.7574407050 |
| 1996-01-01 | 29.4735728648 |
| 1996-02-01 | 29.9114402253 |
| 1996-03-01 | 30.0129988779 |
| 1996-04-01 | 29.5586015610 |
| 1996-05-01 | 29.7170684298 |
| 1996-06-01 | 29.5664260055 |
| 1996-07-01 | 29.3599742528 |
| 1996-08-01 | 29.5680650068 |
| 1996-09-01 | 29.3814966926 |
| 1996-10-01 | 29.5863249816 |
| 1996-11-01 | 29.6063929957 |
| 1996-12-01 | 29.6421797028 |
| 1997-01-01 | 30.3562155647 |
| 1997-02-01 | 30.0121621383 |
| 1997-03-01 | 29.9976761298 |
| 1997-04-01 | 30.0459838214 |
| 1997-05-01 | 30.0798205308 |
| 1997-06-01 | 29.7682531077 |
| 1997-07-01 | 30.5848478680 |
| 1997-08-01 | 31.3252742139 |
| 1997-09-01 | 31.0342587740 |
| 1997-10-01 | 30.7886408259 |
| 1997-11-01 | 30.9780118943 |
| 1997-12-01 | 31.3207778411 |
| 1998-01-01 | 31.5776860054 |
| 1998-02-01 | 31.9847709661 |
| 1998-03-01 | 31.9313794752 |
| 1998-04-01 | 32.1450892586 |
| 1998-05-01 | 32.3262035963 |
| 1998-06-01 | 32.3259613832 |
| 1998-07-01 | 32.6897890465 |
| 1998-08-01 | 32.5031281000 |
| 1998-09-01 | 32.6473900218 |
| 1998-10-01 | 32.5536268495 |
| 1998-11-01 | 32.7520766098 |
| 1998-12-01 | 32.6027272329 |
| 1999-01-01 | 32.4378338921 |
| 1999-02-01 | 32.3528665288 |
| 1999-03-01 | 32.5474906337 |
| 1999-04-01 | 32.9661498727 |
| 1999-05-01 | 32.6346241055 |
| 1999-06-01 | 32.9928182225 |
| 1999-07-01 | 33.5266716079 |
| 1999-08-01 | 32.8030038612 |
| 1999-09-01 | 32.8642570233 |
| 1999-10-01 | 33.0058400063 |
| 1999-11-01 | 33.1945976960 |
| 1999-12-01 | 33.7874994278 |
| 2000-01-01 | 33.4319023847 |
| 2000-02-01 | 33.2504209600 |
| 2000-03-01 | 33.8639124595 |
| 2000-04-01 | 32.6005352047 |
| 2000-05-01 | 32.6051116270 |
| 2000-06-01 | 32.8438974087 |
| 2000-07-01 | 33.2293120754 |
| 2000-08-01 | 33.2984305671 |
| 2000-09-01 | 32.9887647005 |
| 2000-10-01 | 33.1352428523 |
| 2000-11-01 | 32.9794840040 |
| 2000-12-01 | 32.8767342130 |
| 2001-01-01 | 32.9969895622 |
| 2001-02-01 | 32.7013330436 |
| 2001-03-01 | 32.6885654934 |
| 2001-04-01 | 32.7422918091 |
| 2001-05-01 | 32.9339805281 |
| 2001-06-01 | 32.9233358932 |
| 2001-07-01 | 32.3621724604 |
| 2001-08-01 | 32.2101970779 |
| 2001-09-01 | 32.2622330529 |
| 2001-10-01 | 32.4720013805 |
| 2001-11-01 | 31.8823195458 |
| 2001-12-01 | 31.7739802542 |
| 2002-01-01 | 31.7288318626 |
| 2002-02-01 | 32.1372463544 |
| 2002-03-01 | 31.9921694802 |
| 2002-04-01 | 32.1639869403 |
| 2002-05-01 | 32.2489782346 |
| 2002-06-01 | 32.3988467187 |
| 2002-07-01 | 32.6126911806 |
| 2002-08-01 | 32.6141385160 |
| 2002-09-01 | 32.7271811219 |
| 2002-10-01 | 32.5231120663 |
| 2002-11-01 | 32.8081189175 |
| 2002-12-01 | 32.5802713929 |
| 2003-01-01 | 32.1870795243 |
| 2003-02-01 | 31.7425893717 |
| 2003-03-01 | 31.9907717046 |
| 2003-04-01 | 31.6501649808 |
| 2003-05-01 | 31.8716810813 |
| 2003-06-01 | 31.9103097429 |
| 2003-07-01 | 31.9665568311 |
| 2003-08-01 | 32.3342269012 |
| 2003-09-01 | 32.7300853663 |
| 2003-10-01 | 33.1026049117 |
| 2003-11-01 | 33.0009194130 |
| 2003-12-01 | 33.0616281743 |
| 2004-01-01 | 33.9681758320 |
| 2004-02-01 | 34.2202839828 |
| 2004-03-01 | 34.6359136507 |
| 2004-04-01 | 34.9445941436 |
| 2004-05-01 | 35.0971260625 |
| 2004-06-01 | 35.0612960603 |
| 2004-07-01 | 35.5826874899 |
| 2004-08-01 | 35.4007864418 |
| 2004-09-01 | 35.2143423039 |
| 2004-10-01 | 35.5690407915 |
| 2004-11-01 | 35.5841141858 |
| 2004-12-01 | 35.3109258748 |
| 2005-01-01 | 36.3524381743 |
| 2005-02-01 | 36.2797114515 |
| 2005-03-01 | 36.4598311117 |
| 2005-04-01 | 36.8296286843 |
| 2005-05-01 | 36.9818408299 |
| 2005-06-01 | 37.2826888624 |
| 2005-07-01 | 37.1766445304 |
| 2005-08-01 | 37.2609969182 |
| 2005-09-01 | 37.4425583517 |
| 2005-10-01 | 37.0459064168 |
| 2005-11-01 | 37.6403795356 |
| 2005-12-01 | 37.5199564381 |
| 2006-01-01 | 37.9065377279 |
| 2006-02-01 | 38.1177354775 |
| 2006-03-01 | 38.3998943376 |
| 2006-04-01 | 38.6462345781 |
| 2006-05-01 | 38.7138768085 |
| 2006-06-01 | 38.6102961199 |
| 2006-07-01 | 38.3637293617 |
| 2006-08-01 | 38.6363399905 |
| 2006-09-01 | 38.9041935609 |
| 2006-10-01 | 38.8988010788 |
| 2006-11-01 | 39.1668393801 |
| 2006-12-01 | 39.0955826375 |
| 2007-01-01 | 39.0591126192 |
| 2007-02-01 | 39.0298133376 |
| 2007-03-01 | 39.0160785893 |
| 2007-04-01 | 38.8522280859 |
| 2007-05-01 | 39.2712573527 |
| 2007-06-01 | 39.4830904251 |
| 2007-07-01 | 39.5227313326 |
| 2007-08-01 | 39.6323801179 |
| 2007-09-01 | 39.9131440977 |
| 2007-10-01 | 39.4599548120 |
| 2007-11-01 | 39.5620992281 |
| 2007-12-01 | 39.6463481084 |
| 2008-01-01 | 39.3858721816 |
| 2008-02-01 | 39.4319865781 |
| 2008-03-01 | 39.3309600716 |
| 2008-04-01 | 39.1749531740 |
| 2008-05-01 | 39.1213452978 |
| 2008-06-01 | 39.2465872291 |
| 2008-07-01 | 39.7867458270 |
| 2008-08-01 | 39.8682956909 |
| 2008-09-01 | 39.9404391445 |
| 2008-10-01 | 39.4378653818 |
| 2008-11-01 | 38.9759213115 |
| 2008-12-01 | 38.4190418576 |
| 2009-01-01 | 39.6883665090 |
| 2009-02-01 | 39.3514219706 |
| 2009-03-01 | 39.0386170457 |
| 2009-04-01 | 38.7534346679 |
| 2009-05-01 | 38.5417060343 |
| 2009-06-01 | 38.7059639799 |
| 2009-07-01 | 38.5564732336 |
| 2009-08-01 | 38.5453103147 |
| 2009-09-01 | 38.3849555009 |
| 2009-10-01 | 38.7355830269 |
| 2009-11-01 | 38.7126988521 |
| 2009-12-01 | 38.6173367284 |
| 2010-01-01 | 37.9149895756 |
| 2010-02-01 | 38.1276853548 |
| 2010-03-01 | 38.4389211817 |
| 2010-04-01 | 38.8304870777 |
| 2010-05-01 | 38.7440425522 |
| 2010-06-01 | 38.5118248233 |
| 2010-07-01 | 38.9240986593 |
| 2010-08-01 | 39.1004089280 |
| 2010-09-01 | 39.4966631789 |
| 2010-10-01 | 40.3378385190 |
| 2010-11-01 | 40.8242334189 |
| 2010-12-01 | 41.2279013311 |
| 2011-01-01 | 41.4744581051 |
| 2011-02-01 | 41.7350269182 |
| 2011-03-01 | 41.8192434537 |
| 2011-04-01 | 42.0015199403 |
| 2011-05-01 | 42.1943843996 |
| 2011-06-01 | 42.2719229603 |
| 2011-07-01 | 42.1936492494 |
| 2011-08-01 | 42.0342208081 |
| 2011-09-01 | 41.9763351333 |
| 2011-10-01 | 41.5647325712 |
| 2011-11-01 | 41.7459420208 |
| 2011-12-01 | 41.8991134580 |
| 2012-01-01 | 42.0509772480 |
| 2012-02-01 | 41.9294901362 |
| 2012-03-01 | 42.1292868388 |
| 2012-04-01 | 42.6954436151 |
| 2012-05-01 | 43.2700463203 |
| 2012-06-01 | 43.0543480524 |
| 2012-07-01 | 43.0041271803 |
| 2012-08-01 | 43.0758092720 |
| 2012-09-01 | 43.1890396361 |
| 2012-10-01 | 43.6041898556 |
| 2012-11-01 | 43.6615781316 |
| 2012-12-01 | 43.3659056865 |
| 2013-01-01 | 44.0415194918 |
| 2013-02-01 | 44.5882269960 |
| 2013-03-01 | 44.5955935531 |
| 2013-04-01 | 43.9795047507 |
| 2013-05-01 | 44.2702550521 |
| 2013-06-01 | 44.5734285208 |
| 2013-07-01 | 45.1186815946 |
| 2013-08-01 | 45.2049008738 |
| 2013-09-01 | 45.0696588556 |
| 2013-10-01 | 44.8072424083 |
| 2013-11-01 | 44.7975503122 |
| 2013-12-01 | 44.5482301541 |
| 2014-01-01 | 44.5714898767 |
| 2014-02-01 | 44.7624482918 |
| 2014-03-01 | 44.9238765764 |
| 2014-04-01 | 44.9689385015 |
| 2014-05-01 | 45.4203678228 |
| 2014-06-01 | 45.5422486816 |
| 2014-07-01 | 45.1529716307 |
| 2014-08-01 | 45.4473182819 |
| 2014-09-01 | 45.6998477680 |
| 2014-10-01 | 45.8913136908 |
| 2014-11-01 | 46.3226740891 |
| 2014-12-01 | 46.5253446384 |
| 2015-01-01 | 46.5006286550 |
| 2015-02-01 | 47.3197357213 |
| 2015-03-01 | 47.1039634483 |
| 2015-04-01 | 47.2401911900 |
| 2015-05-01 | 47.4733876579 |
| 2015-06-01 | 47.6173029803 |
| 2015-07-01 | 48.0911613695 |
| 2015-08-01 | 48.1085724572 |
| 2015-09-01 | 47.8116383243 |
| 2015-10-01 | 48.3246990364 |
| 2015-11-01 | 48.4252403840 |
| 2015-12-01 | 49.0003860177 |
| 2016-01-01 | 48.8332572348 |
| 2016-02-01 | 48.7275403909 |
| 2016-03-01 | 48.7696268627 |
| 2016-04-01 | 48.9293462266 |
| 2016-05-01 | 48.7429814531 |
| 2016-06-01 | 48.4961779686 |
| 2016-07-01 | 48.6526185535 |
| 2016-08-01 | 48.1813280078 |
| 2016-09-01 | 48.8963101398 |
| 2016-10-01 | 49.3867868181 |
| 2016-11-01 | 49.1755028940 |
| 2016-12-01 | 49.6279261502 |
| 2017-01-01 | 49.2139879988 |
| 2017-02-01 | 48.8879257454 |
| 2017-03-01 | 48.7899828276 |
| 2017-04-01 | 49.2242767287 |
| 2017-05-01 | 49.1088543417 |
| 2017-06-01 | 49.1450401704 |
| 2017-07-01 | 49.4268810591 |
| 2017-08-01 | 49.3537414117 |
| 2017-09-01 | 49.6224253997 |
| 2017-10-01 | 49.1466417148 |
| 2017-11-01 | 49.2418440714 |
| 2017-12-01 | 49.2825688402 |
| 2018-01-01 | 49.4407223983 |
| 2018-02-01 | 49.1924955104 |
| 2018-03-01 | 49.4625445013 |
| 2018-04-01 | 49.6715642338 |
| 2018-05-01 | 49.6637785147 |
| 2018-06-01 | 50.0848296461 |
| 2018-07-01 | 49.9992265110 |
| 2018-08-01 | 50.0177081160 |
| 2018-09-01 | 50.4690714908 |
| 2018-10-01 | 50.6184086385 |
| 2018-11-01 | 50.7897290326 |
| 2018-12-01 | 50.3333866537 |
| 2019-01-01 | 50.8040861988 |
| 2019-02-01 | 51.1870736078 |
| 2019-03-01 | 51.3042649705 |
| 2019-04-01 | 51.2259951130 |
| 2019-05-01 | 51.3968528056 |
| 2019-06-01 | 51.3198312441 |
| 2019-07-01 | 51.0826062531 |
| 2019-08-01 | 51.4130709617 |
| 2019-09-01 | 51.2563581470 |
| 2019-10-01 | 50.8934641963 |
| 2019-11-01 | 50.6869946085 |
| 2019-12-01 | 50.5835645470 |
| 2020-01-01 | 50.9973198961 |
| 2020-02-01 | 50.7109979397 |
| 2020-03-01 | 50.4233862578 |
| 2020-04-01 | 45.0509256346 |
| 2020-05-01 | 45.8983914669 |
| 2020-06-01 | 46.8793475944 |
| 2020-07-01 | 46.9611480061 |
| 2020-08-01 | 47.2917768006 |
| 2020-09-01 | 47.3772529922 |
| 2020-10-01 | 48.1362528013 |
| 2020-11-01 | 48.5578038535 |
| 2020-12-01 | 48.8497982519 |
| 2021-01-01 | 48.5301964984 |
| 2021-02-01 | 49.2663277904 |
| 2021-03-01 | 49.5482336445 |
| 2021-04-01 | 49.1626988218 |
| 2021-05-01 | 49.6165417700 |
| 2021-06-01 | 49.7804872115 |
| 2021-07-01 | 49.7089021059 |
| 2021-08-01 | 49.9575086324 |
| 2021-09-01 | 49.8737411582 |
| 2021-10-01 | 50.6992728869 |
| 2021-11-01 | 51.3474041396 |
| 2021-12-01 | 51.4351504707 |
| 2022-01-01 | 51.7530184597 |
| 2022-02-01 | 52.0335815249 |
| 2022-03-01 | 51.9249460661 |
| 2022-04-01 | 52.1725641906 |
| 2022-05-01 | 51.9233617656 |
| 2022-06-01 | 51.3725262176 |
| 2022-07-01 | 51.6296305961 |
| 2022-08-01 | 51.2895793935 |
| 2022-09-01 | 51.5235577746 |
| 2022-10-01 | 51.6279913783 |
| 2022-11-01 | 50.8971628531 |
| 2022-12-01 | 50.8481954588 |
| 2023-01-01 | 50.8335340066 |
| 2023-02-01 | 50.8381753205 |
| 2023-03-01 | 50.8071834426 |
| 2023-04-01 | 50.6501496544 |
| 2023-05-01 | 50.3389927662 |
| 2023-06-01 | 50.2169113477 |
| 2023-07-01 | 50.1982286194 |
| 2023-08-01 | 50.0846917795 |
| 2023-09-01 | 49.9734683460 |
| 2023-10-01 | 49.8711367561 |
| 2023-11-01 | 50.0531630422 |
| 2023-12-01 | 50.1527567639 |
| 2024-01-01 | 50.7656678032 |
| 2024-02-01 | 50.5994923595 |
| 2024-03-01 | 51.1504700432 |
| 2024-04-01 | 50.8574666755 |
| 2024-05-01 | 50.8580404308 |
| 2024-06-01 | 50.7180897754 |
| 2024-07-01 | 50.6442434923 |
| 2024-08-01 | 51.0500724080 |
| 2024-09-01 | 50.9041589067 |
| 2024-10-01 | 50.6977077364 |
| 2024-11-01 | 50.5698251532 |
| 2024-12-01 | 50.5554298361 |
| 2025-01-01 | 50.0786895251 |
| 2025-02-01 | 49.8708474365 |
| 2025-03-01 | 49.7324331713 |
| 2025-04-01 | 49.5618842994 |
| 2025-05-01 | 49.7761203660 |
| 2025-06-01 | 49.6868922616 |
| 2025-07-01 | 49.6840592638 |
| 2025-08-01 | 49.4911499436 |
| 2025-09-01 | 49.5857166219 |
| 2025-10-01 | 49.3311496391 |
| 2025-11-01 | 49.3968751339 |
| 2025-12-01 | 49.3600048952 |
| 2026-01-01 | 49.3104077662 |
| 2026-02-01 | 49.0213433530 |
| 2026-03-01 | 49.6381382135 |
| 2026-04-01 | 49.6937009409 |
| 2026-05-01 | 49.5826803032 |
| 2026-06-01 | 50.2470204419 |
| 2026-07-01 | 50.1368722712 |
| 2026-08-01 | 49.8591650290 |