Table Data - All Employees: Professional and Business Services: Management, Scientific, and Technical Consulting Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Management, Scientific, and Technical Consulting Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006054160001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1991-01-01 to 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 |
|---|---|
| 1991-01-01 | 17.9073454991967 |
| 1991-02-01 | 17.9553326814950 |
| 1991-03-01 | 18.0222585048327 |
| 1991-04-01 | 17.8572591304500 |
| 1991-05-01 | 17.7744677242944 |
| 1991-06-01 | 17.7491714685178 |
| 1991-07-01 | 17.7926194677174 |
| 1991-08-01 | 17.7690295929364 |
| 1991-09-01 | 17.8729197131653 |
| 1991-10-01 | 17.3146443589606 |
| 1991-11-01 | 17.5549759331623 |
| 1991-12-01 | 17.6164658676628 |
| 1992-01-01 | 17.8226936668244 |
| 1992-02-01 | 17.7586363291931 |
| 1992-03-01 | 17.9288706777271 |
| 1992-04-01 | 17.4564646396850 |
| 1992-05-01 | 17.4671230347538 |
| 1992-06-01 | 17.4425223232424 |
| 1992-07-01 | 17.2936050439893 |
| 1992-08-01 | 17.3674234165256 |
| 1992-09-01 | 17.3656705954356 |
| 1992-10-01 | 17.3190263598435 |
| 1992-11-01 | 17.2489804638315 |
| 1992-12-01 | 17.3047094092511 |
| 1993-01-01 | 17.4538014154720 |
| 1993-02-01 | 17.4706615358518 |
| 1993-03-01 | 17.5419473988808 |
| 1993-04-01 | 18.0467361737542 |
| 1993-05-01 | 17.8501728593356 |
| 1993-06-01 | 18.0169659017768 |
| 1993-07-01 | 18.3053141976611 |
| 1993-08-01 | 18.3710887210260 |
| 1993-09-01 | 18.4675964750332 |
| 1993-10-01 | 18.7195714255068 |
| 1993-11-01 | 18.8361867229323 |
| 1993-12-01 | 18.8857830571498 |
| 1994-01-01 | 18.8891319519730 |
| 1994-02-01 | 18.9900706417330 |
| 1994-03-01 | 19.0561396420919 |
| 1994-04-01 | 19.3437315487888 |
| 1994-05-01 | 19.4421293028862 |
| 1994-06-01 | 19.3797473440996 |
| 1994-07-01 | 20.6026631926034 |
| 1994-08-01 | 20.6692268889962 |
| 1994-09-01 | 20.9729084535210 |
| 1994-10-01 | 21.1189506889838 |
| 1994-11-01 | 21.5334623149187 |
| 1994-12-01 | 21.6645819055750 |
| 1995-01-01 | 21.8242180424184 |
| 1995-02-01 | 22.0193056258739 |
| 1995-03-01 | 22.0704157164215 |
| 1995-04-01 | 22.0444903995268 |
| 1995-05-01 | 22.2395241012581 |
| 1995-06-01 | 22.4246231421907 |
| 1995-07-01 | 22.4970526960366 |
| 1995-08-01 | 22.8648466542757 |
| 1995-09-01 | 23.3814648466219 |
| 1995-10-01 | 22.7296478497478 |
| 1995-11-01 | 22.7223952040560 |
| 1995-12-01 | 22.8373178562676 |
| 1996-01-01 | 22.7537171731699 |
| 1996-02-01 | 23.0611942413799 |
| 1996-03-01 | 23.3726635075336 |
| 1996-04-01 | 23.6620529767347 |
| 1996-05-01 | 23.7557466340616 |
| 1996-06-01 | 23.7758038436117 |
| 1996-07-01 | 23.5686239036537 |
| 1996-08-01 | 23.4398603145268 |
| 1996-09-01 | 23.8859696057318 |
| 1996-10-01 | 24.3458215948785 |
| 1996-11-01 | 24.5209066413198 |
| 1996-12-01 | 24.7122244381612 |
| 1997-01-01 | 25.0778562314896 |
| 1997-02-01 | 25.2141541874023 |
| 1997-03-01 | 25.2739496153517 |
| 1997-04-01 | 25.3732878111660 |
| 1997-05-01 | 25.5772146696668 |
| 1997-06-01 | 25.8303821366775 |
| 1997-07-01 | 26.1403898663788 |
| 1997-08-01 | 26.3134540874302 |
| 1997-09-01 | 26.5866095204427 |
| 1997-10-01 | 26.7581009576800 |
| 1997-11-01 | 26.8082643222048 |
| 1997-12-01 | 27.2000051535226 |
| 1998-01-01 | 27.6071887606190 |
| 1998-02-01 | 27.9613138777899 |
| 1998-03-01 | 27.8761942130195 |
| 1998-04-01 | 27.8820630474785 |
| 1998-05-01 | 28.2006656949961 |
| 1998-06-01 | 28.6121704178576 |
| 1998-07-01 | 28.7021859402154 |
| 1998-08-01 | 28.7651409158289 |
| 1998-09-01 | 28.7644561429485 |
| 1998-10-01 | 28.7710588286671 |
| 1998-11-01 | 29.0092999244550 |
| 1998-12-01 | 29.1012824601295 |
| 1999-01-01 | 28.9557892894514 |
| 1999-02-01 | 29.0040936746593 |
| 1999-03-01 | 29.3953672206923 |
| 1999-04-01 | 30.7646672599177 |
| 1999-05-01 | 31.0068964510303 |
| 1999-06-01 | 31.1044310445561 |
| 1999-07-01 | 33.0670818354979 |
| 1999-08-01 | 33.2171968439926 |
| 1999-09-01 | 32.2266247517283 |
| 1999-10-01 | 33.3856938905876 |
| 1999-11-01 | 34.0081905678978 |
| 1999-12-01 | 34.6049799405830 |
| 2000-01-01 | 34.5367858883165 |
| 2000-02-01 | 34.5406053163069 |
| 2000-03-01 | 34.7126259897903 |
| 2000-04-01 | 36.1411515442026 |
| 2000-05-01 | 36.2973810432337 |
| 2000-06-01 | 36.6170518063433 |
| 2000-07-01 | 36.9344974737811 |
| 2000-08-01 | 37.1638564353689 |
| 2000-09-01 | 37.2646827153313 |
| 2000-10-01 | 38.0893702684027 |
| 2000-11-01 | 38.4124127701220 |
| 2000-12-01 | 38.5082201905851 |
| 2001-01-01 | 39.9417839469327 |
| 2001-02-01 | 40.2771101664002 |
| 2001-03-01 | 40.3457362707847 |
| 2001-04-01 | 40.2176913980218 |
| 2001-05-01 | 40.1847085885721 |
| 2001-06-01 | 40.1208977075980 |
| 2001-07-01 | 39.9908710703788 |
| 2001-08-01 | 40.2339538845439 |
| 2001-09-01 | 39.9152845783824 |
| 2001-10-01 | 39.5587651493518 |
| 2001-11-01 | 39.2077934149461 |
| 2001-12-01 | 39.0001664722810 |
| 2002-01-01 | 39.6499825668133 |
| 2002-02-01 | 39.8112362678658 |
| 2002-03-01 | 39.8758252622136 |
| 2002-04-01 | 40.5286612043116 |
| 2002-05-01 | 40.6827901175223 |
| 2002-06-01 | 41.2275865127214 |
| 2002-07-01 | 40.8406749158172 |
| 2002-08-01 | 40.9073768309899 |
| 2002-09-01 | 40.9645584292549 |
| 2002-10-01 | 40.6153355596034 |
| 2002-11-01 | 40.9969424328654 |
| 2002-12-01 | 41.1727221748028 |
| 2003-01-01 | 41.1323739118546 |
| 2003-02-01 | 41.0604476814951 |
| 2003-03-01 | 41.3274186198211 |
| 2003-04-01 | 40.5621874428364 |
| 2003-05-01 | 40.0953978283072 |
| 2003-06-01 | 39.5143752122345 |
| 2003-07-01 | 39.0803188483611 |
| 2003-08-01 | 38.6930787646897 |
| 2003-09-01 | 38.7383148312368 |
| 2003-10-01 | 37.9593778040987 |
| 2003-11-01 | 37.6886772997625 |
| 2003-12-01 | 37.1366544477938 |
| 2004-01-01 | 36.6690340417074 |
| 2004-02-01 | 36.8120065129705 |
| 2004-03-01 | 36.7787012961072 |
| 2004-04-01 | 36.9061567940332 |
| 2004-05-01 | 37.2062724596552 |
| 2004-06-01 | 37.6054475894812 |
| 2004-07-01 | 38.0420101675017 |
| 2004-08-01 | 38.0765875101485 |
| 2004-09-01 | 38.2369644653893 |
| 2004-10-01 | 38.7046803835255 |
| 2004-11-01 | 38.8715545040625 |
| 2004-12-01 | 39.2177286362122 |
| 2005-01-01 | 39.2588767515145 |
| 2005-02-01 | 39.4494350112307 |
| 2005-03-01 | 39.7415791588091 |
| 2005-04-01 | 39.6383973973779 |
| 2005-05-01 | 39.8127869297601 |
| 2005-06-01 | 39.6971819713337 |
| 2005-07-01 | 40.3035077645532 |
| 2005-08-01 | 40.4732867810825 |
| 2005-09-01 | 40.7729881590126 |
| 2005-10-01 | 40.5584900323725 |
| 2005-11-01 | 41.2685713579298 |
| 2005-12-01 | 41.3274578294348 |
| 2006-01-01 | 41.0056734092448 |
| 2006-02-01 | 40.8467049931485 |
| 2006-03-01 | 40.8820606050425 |
| 2006-04-01 | 40.8587610979288 |
| 2006-05-01 | 40.8014144627163 |
| 2006-06-01 | 40.9019187781451 |
| 2006-07-01 | 40.3972394551232 |
| 2006-08-01 | 40.7668240537922 |
| 2006-09-01 | 40.7267918300494 |
| 2006-10-01 | 40.5438888164975 |
| 2006-11-01 | 40.2717052447837 |
| 2006-12-01 | 40.3501755789357 |
| 2007-01-01 | 40.6414863873941 |
| 2007-02-01 | 40.6224247744059 |
| 2007-03-01 | 40.6150835489561 |
| 2007-04-01 | 40.8461709591518 |
| 2007-05-01 | 40.9723661850860 |
| 2007-06-01 | 41.0088207843502 |
| 2007-07-01 | 40.8942003560791 |
| 2007-08-01 | 41.1655318647145 |
| 2007-09-01 | 41.0952876545923 |
| 2007-10-01 | 41.3601590878294 |
| 2007-11-01 | 41.3909110924849 |
| 2007-12-01 | 41.3942798805176 |
| 2008-01-01 | 41.5681544298617 |
| 2008-02-01 | 41.6669791259354 |
| 2008-03-01 | 41.5295412099889 |
| 2008-04-01 | 41.9195791457776 |
| 2008-05-01 | 41.9390973699807 |
| 2008-06-01 | 41.9181863135737 |
| 2008-07-01 | 42.2015773307288 |
| 2008-08-01 | 42.0603979116220 |
| 2008-09-01 | 42.1600026177254 |
| 2008-10-01 | 42.0949299524246 |
| 2008-11-01 | 42.1022069017504 |
| 2008-12-01 | 41.9399755519949 |
| 2009-01-01 | 41.8289144784692 |
| 2009-02-01 | 41.6091902862138 |
| 2009-03-01 | 41.3284024673560 |
| 2009-04-01 | 40.8947147549414 |
| 2009-05-01 | 40.7176723959775 |
| 2009-06-01 | 40.4183332481495 |
| 2009-07-01 | 40.1814180134569 |
| 2009-08-01 | 40.0501874520152 |
| 2009-09-01 | 40.0112453150682 |
| 2009-10-01 | 40.1502740982145 |
| 2009-11-01 | 40.1148672755555 |
| 2009-12-01 | 40.2784592795276 |
| 2010-01-01 | 40.2076463737104 |
| 2010-02-01 | 40.3649165545588 |
| 2010-03-01 | 40.6193583269706 |
| 2010-04-01 | 40.8797748669174 |
| 2010-05-01 | 41.1084599964207 |
| 2010-06-01 | 41.1988843523690 |
| 2010-07-01 | 41.3674664768381 |
| 2010-08-01 | 41.5283441792680 |
| 2010-09-01 | 41.5328255180510 |
| 2010-10-01 | 41.8104897800289 |
| 2010-11-01 | 42.1267249535255 |
| 2010-12-01 | 42.1946200009251 |
| 2011-01-01 | 42.6180521465790 |
| 2011-02-01 | 42.7536919634905 |
| 2011-03-01 | 42.7064503774579 |
| 2011-04-01 | 42.8719806285304 |
| 2011-05-01 | 42.9006320527791 |
| 2011-06-01 | 43.1720356510849 |
| 2011-07-01 | 43.4569410821891 |
| 2011-08-01 | 43.7007823698101 |
| 2011-09-01 | 43.9224916263589 |
| 2011-10-01 | 44.1694750211348 |
| 2011-11-01 | 44.2282190106196 |
| 2011-12-01 | 44.5083757277538 |
| 2012-01-01 | 44.5312551499278 |
| 2012-02-01 | 45.0616494896572 |
| 2012-03-01 | 45.3096900433992 |
| 2012-04-01 | 45.3674916200965 |
| 2012-05-01 | 45.6012633576954 |
| 2012-06-01 | 45.8413133810928 |
| 2012-07-01 | 46.0576231226617 |
| 2012-08-01 | 46.1762317095158 |
| 2012-09-01 | 46.1987173826504 |
| 2012-10-01 | 46.1964015730176 |
| 2012-11-01 | 46.4216531220258 |
| 2012-12-01 | 46.6107913419211 |
| 2013-01-01 | 46.7610513911564 |
| 2013-02-01 | 46.7824004600896 |
| 2013-03-01 | 46.9016354013296 |
| 2013-04-01 | 47.2758652017683 |
| 2013-05-01 | 47.3136419675994 |
| 2013-06-01 | 47.4317004685237 |
| 2013-07-01 | 47.2492274292682 |
| 2013-08-01 | 47.2626662915066 |
| 2013-09-01 | 47.4688800745584 |
| 2013-10-01 | 47.0026433075312 |
| 2013-11-01 | 46.9890482671554 |
| 2013-12-01 | 46.8112994051220 |
| 2014-01-01 | 47.0921731278076 |
| 2014-02-01 | 47.2087850487213 |
| 2014-03-01 | 47.2944545644974 |
| 2014-04-01 | 47.1913672858488 |
| 2014-05-01 | 47.3405553455672 |
| 2014-06-01 | 47.1275471611263 |
| 2014-07-01 | 47.1419668731527 |
| 2014-08-01 | 47.2580344806441 |
| 2014-09-01 | 47.4453475405896 |
| 2014-10-01 | 47.4751681227798 |
| 2014-11-01 | 47.6603484580921 |
| 2014-12-01 | 47.6193730440580 |
| 2015-01-01 | 47.5235048535699 |
| 2015-02-01 | 47.2205911192237 |
| 2015-03-01 | 47.2833241468861 |
| 2015-04-01 | 47.9054970147135 |
| 2015-05-01 | 47.9657315445657 |
| 2015-06-01 | 48.2388439579534 |
| 2015-07-01 | 48.4312101713908 |
| 2015-08-01 | 48.5561557917767 |
| 2015-09-01 | 48.8400188319396 |
| 2015-10-01 | 49.1392627034250 |
| 2015-11-01 | 49.3272950725996 |
| 2015-12-01 | 49.6490365914452 |
| 2016-01-01 | 49.7331226795194 |
| 2016-02-01 | 49.9155317221613 |
| 2016-03-01 | 50.0915106544912 |
| 2016-04-01 | 50.0099229989346 |
| 2016-05-01 | 49.9871047038137 |
| 2016-06-01 | 49.9413875574685 |
| 2016-07-01 | 50.2119950366294 |
| 2016-08-01 | 50.2632723695212 |
| 2016-09-01 | 50.2509259646572 |
| 2016-10-01 | 50.2020574260872 |
| 2016-11-01 | 50.2243893740878 |
| 2016-12-01 | 50.0969191701658 |
| 2017-01-01 | 50.0198647830719 |
| 2017-02-01 | 50.0890265555519 |
| 2017-03-01 | 50.2922106062613 |
| 2017-04-01 | 50.2050525506164 |
| 2017-05-01 | 50.2950359047601 |
| 2017-06-01 | 50.4387636210986 |
| 2017-07-01 | 50.6016490856551 |
| 2017-08-01 | 50.7822346640066 |
| 2017-09-01 | 50.8711011257636 |
| 2017-10-01 | 50.9854620645407 |
| 2017-11-01 | 50.9295096173595 |
| 2017-12-01 | 50.9473336826694 |
| 2018-01-01 | 50.9793269589691 |
| 2018-02-01 | 51.0635846372940 |
| 2018-03-01 | 50.8913864132094 |
| 2018-04-01 | 50.9920258378286 |
| 2018-05-01 | 50.7961470006996 |
| 2018-06-01 | 50.6277747917667 |
| 2018-07-01 | 50.5043316316666 |
| 2018-08-01 | 50.4165455574668 |
| 2018-09-01 | 50.1838820084580 |
| 2018-10-01 | 50.1868446941890 |
| 2018-11-01 | 50.1416080110736 |
| 2018-12-01 | 50.0782182911593 |
| 2019-01-01 | 50.1298497569892 |
| 2019-02-01 | 50.1405016879697 |
| 2019-03-01 | 49.9835201244976 |
| 2019-04-01 | 50.2719728416391 |
| 2019-05-01 | 50.5951711127900 |
| 2019-06-01 | 50.7339507421528 |
| 2019-07-01 | 50.9244333564334 |
| 2019-08-01 | 50.9590094565819 |
| 2019-09-01 | 50.9727585827719 |
| 2019-10-01 | 50.8004045812004 |
| 2019-11-01 | 51.0443808511566 |
| 2019-12-01 | 51.0807299746506 |
| 2020-01-01 | 51.2816829968664 |
| 2020-02-01 | 51.3296092444178 |
| 2020-03-01 | 51.3675434582441 |
| 2020-04-01 | 49.2690086449406 |
| 2020-05-01 | 49.6172355347933 |
| 2020-06-01 | 49.4450267269521 |
| 2020-07-01 | 49.0507365513502 |
| 2020-08-01 | 48.9933935166711 |
| 2020-09-01 | 49.2326054144474 |
| 2020-10-01 | 49.5217983669184 |
| 2020-11-01 | 49.5413647510319 |
| 2020-12-01 | 50.0517052719491 |
| 2021-01-01 | 50.5574918454283 |
| 2021-02-01 | 50.8206491226037 |
| 2021-03-01 | 51.2290101924775 |
| 2021-04-01 | 51.5880281058302 |
| 2021-05-01 | 51.9637218333294 |
| 2021-06-01 | 52.4614128854792 |
| 2021-07-01 | 52.9860354440613 |
| 2021-08-01 | 53.4197763918279 |
| 2021-09-01 | 53.9810518667330 |
| 2021-10-01 | 54.5263721456152 |
| 2021-11-01 | 55.1433926262936 |
| 2021-12-01 | 55.4999209335680 |
| 2022-01-01 | 55.4428311519069 |
| 2022-02-01 | 55.9178078858368 |
| 2022-03-01 | 56.2741881978681 |
| 2022-04-01 | 56.8238959153983 |
| 2022-05-01 | 57.1365209835242 |
| 2022-06-01 | 57.2896205870750 |
| 2022-07-01 | 57.7056960879118 |
| 2022-08-01 | 57.9374749881855 |
| 2022-09-01 | 58.2351222444897 |
| 2022-10-01 | 58.2192350529375 |
| 2022-11-01 | 58.2508533566292 |
| 2022-12-01 | 58.3351480941398 |
| 2023-01-01 | 58.5358858318651 |
| 2023-02-01 | 58.7032330252196 |
| 2023-03-01 | 58.8263043525943 |
| 2023-04-01 | 58.8588942309693 |
| 2023-05-01 | 58.8003140857774 |
| 2023-06-01 | 59.2331151779122 |
| 2023-07-01 | 58.9223056051955 |
| 2023-08-01 | 59.1522206046457 |
| 2023-09-01 | 59.1106643613268 |
| 2023-10-01 | 58.7951693503353 |
| 2023-11-01 | 58.9720385654282 |
| 2023-12-01 | 58.8782278893738 |
| 2024-01-01 | 58.8127039007283 |
| 2024-02-01 | 59.0731641064204 |
| 2024-03-01 | 59.1961743903774 |
| 2024-04-01 | 59.0922922601391 |
| 2024-05-01 | 59.3492238211194 |
| 2024-06-01 | 59.5835191614547 |
| 2024-07-01 | 59.5299173371733 |
| 2024-08-01 | 59.6603627736799 |
| 2024-09-01 | 59.8040827196785 |
| 2024-10-01 | 60.1790905379930 |
| 2024-11-01 | 60.0875585280148 |
| 2024-12-01 | 60.3360270162964 |
| 2025-01-01 | 60.2894974462125 |
| 2025-02-01 | 60.1324310536722 |
| 2025-03-01 | 60.2750898633852 |
| 2025-04-01 | 60.3232225410599 |
| 2025-05-01 | 60.1705197801616 |
| 2025-06-01 | 60.2254030193228 |
| 2025-07-01 | 60.4433948583592 |
| 2025-08-01 | 60.1738421896025 |
| 2025-09-01 | 60.1150356794394 |
| 2025-10-01 | 61.8561096563431 |
| 2025-11-01 | 61.2039761099446 |
| 2025-12-01 | 61.5074576175171 |
| 2026-01-01 | 61.6568338220191 |
| 2026-02-01 | 61.5021570010222 |
| 2026-03-01 | 60.3674269777007 |
| 2026-04-01 | 59.9371054920606 |
| 2026-05-01 | 60.1834571379181 |
| 2026-06-01 | 59.3643307544267 |