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 2025-12-01 |
| Last Updated | 2026-01-28 2:16 AM 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 |
|---|---|
| 1991-01-01 | 17.9073568560741 |
| 1991-02-01 | 17.9552306659942 |
| 1991-03-01 | 18.0219622777563 |
| 1991-04-01 | 17.8568359193635 |
| 1991-05-01 | 17.7740276681831 |
| 1991-06-01 | 17.7486969884751 |
| 1991-07-01 | 17.7930164270004 |
| 1991-08-01 | 17.7693948568708 |
| 1991-09-01 | 17.8733701184087 |
| 1991-10-01 | 17.3149492458870 |
| 1991-11-01 | 17.5551302530578 |
| 1991-12-01 | 17.6165457580812 |
| 1992-01-01 | 17.8226958104952 |
| 1992-02-01 | 17.7585155212575 |
| 1992-03-01 | 17.9285690202065 |
| 1992-04-01 | 17.4560378568309 |
| 1992-05-01 | 17.4666503896769 |
| 1992-06-01 | 17.4419705450860 |
| 1992-07-01 | 17.2941418161325 |
| 1992-08-01 | 17.3678230884591 |
| 1992-09-01 | 17.3661164599588 |
| 1992-10-01 | 17.3193170999793 |
| 1992-11-01 | 17.2491361523798 |
| 1992-12-01 | 17.3047814319260 |
| 1993-01-01 | 17.4537552398111 |
| 1993-02-01 | 17.4705223782446 |
| 1993-03-01 | 17.5416456589335 |
| 1993-04-01 | 18.0463164782241 |
| 1993-05-01 | 17.8496806742977 |
| 1993-06-01 | 18.0163491933733 |
| 1993-07-01 | 18.3060008369399 |
| 1993-08-01 | 18.3715648538598 |
| 1993-09-01 | 18.4680102439571 |
| 1993-10-01 | 18.7198289806967 |
| 1993-11-01 | 18.8363323593091 |
| 1993-12-01 | 18.8858221831504 |
| 1994-01-01 | 18.8890140200537 |
| 1994-02-01 | 18.9899071968086 |
| 1994-03-01 | 19.0558487328618 |
| 1994-04-01 | 19.3433478958931 |
| 1994-05-01 | 19.4416623720119 |
| 1994-06-01 | 19.3791792716914 |
| 1994-07-01 | 20.6033959065286 |
| 1994-08-01 | 20.6697455878780 |
| 1994-09-01 | 20.9733076384400 |
| 1994-10-01 | 21.1191924094618 |
| 1994-11-01 | 21.5335341751898 |
| 1994-12-01 | 21.6645885859829 |
| 1995-01-01 | 21.8240130033711 |
| 1995-02-01 | 22.0190744039319 |
| 1995-03-01 | 22.0700908389820 |
| 1995-04-01 | 22.0442961516913 |
| 1995-05-01 | 22.2390796777955 |
| 1995-06-01 | 22.4240947912361 |
| 1995-07-01 | 22.4978275696900 |
| 1995-08-01 | 22.8654398123604 |
| 1995-09-01 | 23.3818665625643 |
| 1995-10-01 | 22.7298838622016 |
| 1995-11-01 | 22.7223660970851 |
| 1995-12-01 | 22.8373033947932 |
| 1996-01-01 | 22.7533725708857 |
| 1996-02-01 | 23.0608117404562 |
| 1996-03-01 | 23.3722230741695 |
| 1996-04-01 | 23.6621204425403 |
| 1996-05-01 | 23.7553911226740 |
| 1996-06-01 | 23.7753685517924 |
| 1996-07-01 | 23.5694375563815 |
| 1996-08-01 | 23.4404675771322 |
| 1996-09-01 | 23.8865137957130 |
| 1996-10-01 | 24.3460857915185 |
| 1996-11-01 | 24.5207429543865 |
| 1996-12-01 | 24.7121892148183 |
| 1997-01-01 | 25.0773321594208 |
| 1997-02-01 | 25.2134856522150 |
| 1997-03-01 | 25.2730873526954 |
| 1997-04-01 | 25.3738604113808 |
| 1997-05-01 | 25.5770726490377 |
| 1997-06-01 | 25.8300881191880 |
| 1997-07-01 | 26.1412083279873 |
| 1997-08-01 | 26.3141017150602 |
| 1997-09-01 | 26.5872968495092 |
| 1997-10-01 | 26.7583806448490 |
| 1997-11-01 | 26.8080340716661 |
| 1997-12-01 | 27.1999691886186 |
| 1998-01-01 | 27.6064380149588 |
| 1998-02-01 | 27.9603195927458 |
| 1998-03-01 | 27.8749065188887 |
| 1998-04-01 | 27.8829898700212 |
| 1998-05-01 | 28.2007819911371 |
| 1998-06-01 | 28.6120673341866 |
| 1998-07-01 | 28.7030395021421 |
| 1998-08-01 | 28.7657874085478 |
| 1998-09-01 | 28.7652949793134 |
| 1998-10-01 | 28.7713724934229 |
| 1998-11-01 | 29.0090309300661 |
| 1998-12-01 | 29.1012406723589 |
| 1999-01-01 | 28.9549008554902 |
| 1999-02-01 | 29.0028848289137 |
| 1999-03-01 | 29.3934835058624 |
| 1999-04-01 | 30.7659467550570 |
| 1999-05-01 | 31.0072524163956 |
| 1999-06-01 | 31.1044754950631 |
| 1999-07-01 | 33.0679762459600 |
| 1999-08-01 | 33.2178531199654 |
| 1999-09-01 | 32.2274684610990 |
| 1999-10-01 | 33.3859937618980 |
| 1999-11-01 | 34.0079771980895 |
| 1999-12-01 | 34.6049557627811 |
| 2000-01-01 | 34.5358604591980 |
| 2000-02-01 | 34.5394052302703 |
| 2000-03-01 | 34.7104052070161 |
| 2000-04-01 | 36.1424014138493 |
| 2000-05-01 | 36.2978885970891 |
| 2000-06-01 | 36.6171927300194 |
| 2000-07-01 | 36.9354334385725 |
| 2000-08-01 | 37.1644451506512 |
| 2000-09-01 | 37.2654780419455 |
| 2000-10-01 | 38.0896335583993 |
| 2000-11-01 | 38.4122693554650 |
| 2000-12-01 | 38.5081886601764 |
| 2001-01-01 | 39.9409820367333 |
| 2001-02-01 | 40.2761011848109 |
| 2001-03-01 | 40.3433137631155 |
| 2001-04-01 | 40.2188478193916 |
| 2001-05-01 | 40.1853120402138 |
| 2001-06-01 | 40.1211589793115 |
| 2001-07-01 | 39.9916442349573 |
| 2001-08-01 | 40.2344447700048 |
| 2001-09-01 | 39.9158721865468 |
| 2001-10-01 | 39.5589438614899 |
| 2001-11-01 | 39.2077526616496 |
| 2001-12-01 | 39.0001489125169 |
| 2002-01-01 | 39.6493770660260 |
| 2002-02-01 | 39.8105543759554 |
| 2002-03-01 | 39.8737642986040 |
| 2002-04-01 | 40.5293990116610 |
| 2002-05-01 | 40.6833245606992 |
| 2002-06-01 | 41.2279127077417 |
| 2002-07-01 | 40.8412308708445 |
| 2002-08-01 | 40.9077221257770 |
| 2002-09-01 | 40.9649306551221 |
| 2002-10-01 | 40.6154511175065 |
| 2002-11-01 | 40.9969421674654 |
| 2002-12-01 | 41.1727077150330 |
| 2003-01-01 | 41.1320376865677 |
| 2003-02-01 | 41.0601162641673 |
| 2003-03-01 | 41.3258165668436 |
| 2003-04-01 | 40.5626268456690 |
| 2003-05-01 | 40.0957789533558 |
| 2003-06-01 | 39.5146918368824 |
| 2003-07-01 | 39.0806262564854 |
| 2003-08-01 | 38.6932958963792 |
| 2003-09-01 | 38.7384778759381 |
| 2003-10-01 | 37.9594325888615 |
| 2003-11-01 | 37.6887036176680 |
| 2003-12-01 | 37.1366680708587 |
| 2004-01-01 | 36.6688989095713 |
| 2004-02-01 | 36.8119210199212 |
| 2004-03-01 | 36.7777314317302 |
| 2004-04-01 | 36.9062886501663 |
| 2004-05-01 | 37.2064548760731 |
| 2004-06-01 | 37.6056405114908 |
| 2004-07-01 | 38.0421949147129 |
| 2004-08-01 | 38.0767057207424 |
| 2004-09-01 | 38.2370492638392 |
| 2004-10-01 | 38.7047028192775 |
| 2004-11-01 | 38.8715728981117 |
| 2004-12-01 | 39.2177422526584 |
| 2005-01-01 | 39.2588590257207 |
| 2005-02-01 | 39.4494218474850 |
| 2005-03-01 | 39.7410386275302 |
| 2005-04-01 | 39.6384542334437 |
| 2005-05-01 | 39.8128632398622 |
| 2005-06-01 | 39.6972737405916 |
| 2005-07-01 | 40.3036005729155 |
| 2005-08-01 | 40.4733489567604 |
| 2005-09-01 | 40.7730251301676 |
| 2005-10-01 | 40.5584886747351 |
| 2005-11-01 | 41.2685870613376 |
| 2005-12-01 | 41.3274715888305 |
| 2006-01-01 | 41.0056635461944 |
| 2006-02-01 | 40.8466777583113 |
| 2006-03-01 | 40.8819031530150 |
| 2006-04-01 | 40.8587422158613 |
| 2006-05-01 | 40.8014213897913 |
| 2006-06-01 | 40.9019649965257 |
| 2006-07-01 | 40.3972858994281 |
| 2006-08-01 | 40.7668496057604 |
| 2006-09-01 | 40.7268091394249 |
| 2006-10-01 | 40.5438831980822 |
| 2006-11-01 | 40.2717130824389 |
| 2006-12-01 | 40.3501800101541 |
| 2007-01-01 | 40.6414748866484 |
| 2007-02-01 | 40.6224036536055 |
| 2007-03-01 | 40.6150574793098 |
| 2007-04-01 | 40.8461531326254 |
| 2007-05-01 | 40.9723623078521 |
| 2007-06-01 | 41.0088411005466 |
| 2007-07-01 | 40.8942242165979 |
| 2007-08-01 | 41.1655382343323 |
| 2007-09-01 | 41.0952934758564 |
| 2007-10-01 | 41.3601526196893 |
| 2007-11-01 | 41.3909121016394 |
| 2007-12-01 | 41.3942784754074 |
| 2008-01-01 | 41.5681488701989 |
| 2008-02-01 | 41.6669765067241 |
| 2008-03-01 | 41.5295343130263 |
| 2008-04-01 | 41.9195747837522 |
| 2008-05-01 | 41.9390956466541 |
| 2008-06-01 | 41.9181928799605 |
| 2008-07-01 | 42.2015865682894 |
| 2008-08-01 | 42.0603979158594 |
| 2008-09-01 | 42.1600088105620 |
| 2008-10-01 | 42.0949256608550 |
| 2008-11-01 | 42.1022033044407 |
| 2008-12-01 | 41.9399729567642 |
| 2009-01-01 | 41.8289113400704 |
| 2009-02-01 | 41.6091943111393 |
| 2009-03-01 | 41.3283997016201 |
| 2009-04-01 | 40.8947135660579 |
| 2009-05-01 | 40.7176725602368 |
| 2009-06-01 | 40.4183351109282 |
| 2009-07-01 | 40.1814239163575 |
| 2009-08-01 | 40.0501878719201 |
| 2009-09-01 | 40.0112541191193 |
| 2009-10-01 | 40.1502695232288 |
| 2009-11-01 | 40.1148524951809 |
| 2009-12-01 | 40.2784503138910 |
| 2010-01-01 | 40.2076434264498 |
| 2010-02-01 | 40.3649293089307 |
| 2010-03-01 | 40.6193642220459 |
| 2010-04-01 | 40.8797812008145 |
| 2010-05-01 | 41.1084620521266 |
| 2010-06-01 | 41.1988863776577 |
| 2010-07-01 | 41.3674692976009 |
| 2010-08-01 | 41.5283448425865 |
| 2010-09-01 | 41.5328257466904 |
| 2010-10-01 | 41.8104778580386 |
| 2010-11-01 | 42.1266960163531 |
| 2010-12-01 | 42.1945875417708 |
| 2011-01-01 | 42.6180582662756 |
| 2011-02-01 | 42.7537311543121 |
| 2011-03-01 | 42.7064896128988 |
| 2011-04-01 | 42.8720122450564 |
| 2011-05-01 | 42.9006141788703 |
| 2011-06-01 | 43.1720297622649 |
| 2011-07-01 | 43.4569341949590 |
| 2011-08-01 | 43.7007783539134 |
| 2011-09-01 | 43.9224762875986 |
| 2011-10-01 | 44.1694458640997 |
| 2011-11-01 | 44.2281750435894 |
| 2011-12-01 | 44.5083132746266 |
| 2012-01-01 | 44.5312453264050 |
| 2012-02-01 | 45.0617087938472 |
| 2012-03-01 | 45.3099183151481 |
| 2012-04-01 | 45.3675335442045 |
| 2012-05-01 | 45.6011781942510 |
| 2012-06-01 | 45.8412686485073 |
| 2012-07-01 | 46.0575857417680 |
| 2012-08-01 | 46.1762081962182 |
| 2012-09-01 | 46.1986835018054 |
| 2012-10-01 | 46.1963626815810 |
| 2012-11-01 | 46.4215919739209 |
| 2012-12-01 | 46.6107040495441 |
| 2013-01-01 | 46.7610438639872 |
| 2013-02-01 | 46.7824881629892 |
| 2013-03-01 | 46.9020722574270 |
| 2013-04-01 | 47.2759646471143 |
| 2013-05-01 | 47.3135699602682 |
| 2013-06-01 | 47.4313676924615 |
| 2013-07-01 | 47.2492375149627 |
| 2013-08-01 | 47.2626615661675 |
| 2013-09-01 | 47.4688233975471 |
| 2013-10-01 | 47.0025605911864 |
| 2013-11-01 | 46.9889317398444 |
| 2013-12-01 | 46.8111617298794 |
| 2014-01-01 | 47.0921528673876 |
| 2014-02-01 | 47.2089334465498 |
| 2014-03-01 | 47.2952450865530 |
| 2014-04-01 | 47.1915607184246 |
| 2014-05-01 | 47.3405237473040 |
| 2014-06-01 | 47.1269022648384 |
| 2014-07-01 | 47.1419890255750 |
| 2014-08-01 | 47.2580018830457 |
| 2014-09-01 | 47.4451992251482 |
| 2014-10-01 | 47.4749459401988 |
| 2014-11-01 | 47.6600306808621 |
| 2014-12-01 | 47.6190978086968 |
| 2015-01-01 | 47.5235602024719 |
| 2015-02-01 | 47.2210420595300 |
| 2015-03-01 | 47.2846410756863 |
| 2015-04-01 | 47.9061250909411 |
| 2015-05-01 | 47.9659343149537 |
| 2015-06-01 | 48.2377833530598 |
| 2015-07-01 | 48.4309067103597 |
| 2015-08-01 | 48.5557233666512 |
| 2015-09-01 | 48.8394014793504 |
| 2015-10-01 | 49.1386493711864 |
| 2015-11-01 | 49.3268733837263 |
| 2015-12-01 | 49.6488253765285 |
| 2016-01-01 | 49.7331915090382 |
| 2016-02-01 | 49.9159476996733 |
| 2016-03-01 | 50.0958996969632 |
| 2016-04-01 | 50.0106820866994 |
| 2016-05-01 | 49.9872886396930 |
| 2016-06-01 | 49.9399233939069 |
| 2016-07-01 | 50.2106115531141 |
| 2016-08-01 | 50.2613743241574 |
| 2016-09-01 | 50.2489943959775 |
| 2016-10-01 | 50.2005421268821 |
| 2016-11-01 | 50.2243746169200 |
| 2016-12-01 | 50.0975566371401 |
| 2017-01-01 | 50.0207273696629 |
| 2017-02-01 | 50.0904322999818 |
| 2017-03-01 | 50.3006710117055 |
| 2017-04-01 | 50.2047590258741 |
| 2017-05-01 | 50.2957038423202 |
| 2017-06-01 | 50.4377392993339 |
| 2017-07-01 | 50.5998748133442 |
| 2017-08-01 | 50.7717666022034 |
| 2017-09-01 | 50.8689897453668 |
| 2017-10-01 | 50.9832225422947 |
| 2017-11-01 | 50.9320946282076 |
| 2017-12-01 | 50.9485389959244 |
| 2018-01-01 | 50.9841089870343 |
| 2018-02-01 | 51.0657795244566 |
| 2018-03-01 | 50.9033202543440 |
| 2018-04-01 | 50.9901799989416 |
| 2018-05-01 | 50.7971137580319 |
| 2018-06-01 | 50.6274192266666 |
| 2018-07-01 | 50.5014479612128 |
| 2018-08-01 | 50.3963037355424 |
| 2018-09-01 | 50.1807720283419 |
| 2018-10-01 | 50.1828855761144 |
| 2018-11-01 | 50.1456264402854 |
| 2018-12-01 | 50.0795304508404 |
| 2019-01-01 | 50.1487707963406 |
| 2019-02-01 | 50.1422717616172 |
| 2019-03-01 | 49.9963854635042 |
| 2019-04-01 | 50.2700701656674 |
| 2019-05-01 | 50.5971723408963 |
| 2019-06-01 | 50.7327215502726 |
| 2019-07-01 | 50.9175622865796 |
| 2019-08-01 | 50.9256091619293 |
| 2019-09-01 | 50.9656252346141 |
| 2019-10-01 | 50.7942814019277 |
| 2019-11-01 | 51.0516753871817 |
| 2019-12-01 | 51.0854490430150 |
| 2020-01-01 | 51.3180316742617 |
| 2020-02-01 | 51.3331576082462 |
| 2020-03-01 | 51.3818203953151 |
| 2020-04-01 | 49.2679583916933 |
| 2020-05-01 | 49.6202863897849 |
| 2020-06-01 | 49.4476915760095 |
| 2020-07-01 | 49.0320586393553 |
| 2020-08-01 | 48.9446341473903 |
| 2020-09-01 | 49.2126007614047 |
| 2020-10-01 | 49.5100325423358 |
| 2020-11-01 | 49.5516519290400 |
| 2020-12-01 | 50.0648380150309 |
| 2021-01-01 | 50.6146298625837 |
| 2021-02-01 | 50.8354441893426 |
| 2021-03-01 | 51.2549176246116 |
| 2021-04-01 | 51.5788632266167 |
| 2021-05-01 | 51.9758479665738 |
| 2021-06-01 | 52.4804048948138 |
| 2021-07-01 | 52.9416984114846 |
| 2021-08-01 | 53.3332044635337 |
| 2021-09-01 | 53.9292993831202 |
| 2021-10-01 | 54.5207298099199 |
| 2021-11-01 | 55.1479134806851 |
| 2021-12-01 | 55.5410174303809 |
| 2022-01-01 | 55.5335269735270 |
| 2022-02-01 | 55.9366119166936 |
| 2022-03-01 | 56.3212695785436 |
| 2022-04-01 | 56.8039960338775 |
| 2022-05-01 | 57.1620421700513 |
| 2022-06-01 | 57.3263731441880 |
| 2022-07-01 | 57.6498161593018 |
| 2022-08-01 | 57.7952029836331 |
| 2022-09-01 | 58.1316586075197 |
| 2022-10-01 | 58.2141212205174 |
| 2022-11-01 | 58.2377554468440 |
| 2022-12-01 | 58.4118895315082 |
| 2023-01-01 | 58.6730443581846 |
| 2023-02-01 | 58.7352150346978 |
| 2023-03-01 | 58.9091927606726 |
| 2023-04-01 | 58.8286445405902 |
| 2023-05-01 | 58.8441680211732 |
| 2023-06-01 | 59.2788049766194 |
| 2023-07-01 | 58.8538100812683 |
| 2023-08-01 | 58.9427384243448 |
| 2023-09-01 | 58.9484056096992 |
| 2023-10-01 | 58.7867006080647 |
| 2023-11-01 | 58.9355584900227 |
| 2023-12-01 | 58.9990717438108 |
| 2024-01-01 | 59.0035821852528 |
| 2024-02-01 | 59.1259203640286 |
| 2024-03-01 | 59.3092348628620 |
| 2024-04-01 | 59.0553814092388 |
| 2024-05-01 | 59.6119683569223 |
| 2024-06-01 | 59.8200583539096 |
| 2024-07-01 | 60.0619225297775 |
| 2024-08-01 | 59.9912457705741 |
| 2024-09-01 | 59.8909977069937 |
| 2024-10-01 | 59.6563203355615 |
| 2024-11-01 | 59.5312278980798 |
| 2024-12-01 | 60.1907817635297 |
| 2025-01-01 | 59.3245436262133 |
| 2025-02-01 | 59.7197524699750 |
| 2025-03-01 | 59.4169078962069 |
| 2025-04-01 | 59.4768145429088 |
| 2025-05-01 | 59.0520400702379 |
| 2025-06-01 | 59.0463028265577 |
| 2025-07-01 | 59.5675509130156 |
| 2025-08-01 | 60.2554824101736 |
| 2025-09-01 | 60.4662157462860 |
| 2025-10-01 | 61.4271737950621 |
| 2025-11-01 | 61.2306038997545 |
| 2025-12-01 | 61.5920080097407 |