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 2026-07-01 |
| Last Updated | 2026-08-21 6:46 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 |
|---|---|
| 1991-01-01 | 17.9075082066873 |
| 1991-02-01 | 17.9553554953977 |
| 1991-03-01 | 18.0219375018169 |
| 1991-04-01 | 17.8573848474759 |
| 1991-05-01 | 17.7739931949186 |
| 1991-06-01 | 17.7486713807563 |
| 1991-07-01 | 17.7932323081679 |
| 1991-08-01 | 17.7695572249677 |
| 1991-09-01 | 17.8724065048801 |
| 1991-10-01 | 17.3145826469854 |
| 1991-11-01 | 17.5551912772947 |
| 1991-12-01 | 17.6166721074212 |
| 1992-01-01 | 17.8228548626189 |
| 1992-02-01 | 17.7586493149111 |
| 1992-03-01 | 17.9285556974887 |
| 1992-04-01 | 17.4565545668751 |
| 1992-05-01 | 17.4666628593920 |
| 1992-06-01 | 17.4419599670231 |
| 1992-07-01 | 17.2943456998906 |
| 1992-08-01 | 17.3681060349763 |
| 1992-09-01 | 17.3652300990030 |
| 1992-10-01 | 17.3184749095848 |
| 1992-11-01 | 17.2493413243129 |
| 1992-12-01 | 17.3049661295571 |
| 1993-01-01 | 17.4539348657617 |
| 1993-02-01 | 17.4706564170250 |
| 1993-03-01 | 17.5416673979660 |
| 1993-04-01 | 18.0468028300439 |
| 1993-05-01 | 17.8497481448231 |
| 1993-06-01 | 18.0163919485406 |
| 1993-07-01 | 18.3062220388208 |
| 1993-08-01 | 18.3717893340377 |
| 1993-09-01 | 18.4673697231114 |
| 1993-10-01 | 18.7185145802760 |
| 1993-11-01 | 18.8366169207315 |
| 1993-12-01 | 18.8860413488216 |
| 1994-01-01 | 18.8892186657406 |
| 1994-02-01 | 18.9900387220206 |
| 1994-03-01 | 19.0559165883441 |
| 1994-04-01 | 19.3437566140074 |
| 1994-05-01 | 19.4418084836455 |
| 1994-06-01 | 19.3793080761053 |
| 1994-07-01 | 20.6035944629118 |
| 1994-08-01 | 20.6699338112912 |
| 1994-09-01 | 20.9729487669995 |
| 1994-10-01 | 21.1174983627550 |
| 1994-11-01 | 21.5337537528923 |
| 1994-12-01 | 21.6649699850376 |
| 1995-01-01 | 21.8243642823871 |
| 1995-02-01 | 22.0188463304077 |
| 1995-03-01 | 22.0702875105672 |
| 1995-04-01 | 22.0446794365010 |
| 1995-05-01 | 22.2392586138585 |
| 1995-06-01 | 22.4242501185711 |
| 1995-07-01 | 22.4980454958102 |
| 1995-08-01 | 22.8654852023557 |
| 1995-09-01 | 23.3817787558490 |
| 1995-10-01 | 22.7283188322687 |
| 1995-11-01 | 22.7223653474140 |
| 1995-12-01 | 22.8378664328608 |
| 1996-01-01 | 22.7537844653051 |
| 1996-02-01 | 23.0601443255686 |
| 1996-03-01 | 23.3724370340324 |
| 1996-04-01 | 23.6624917243352 |
| 1996-05-01 | 23.7555788736305 |
| 1996-06-01 | 23.7755089977659 |
| 1996-07-01 | 23.5697031790825 |
| 1996-08-01 | 23.4405449406973 |
| 1996-09-01 | 23.8864248465379 |
| 1996-10-01 | 24.3451288978517 |
| 1996-11-01 | 24.5203829304321 |
| 1996-12-01 | 24.7128898449747 |
| 1997-01-01 | 25.0777079460096 |
| 1997-02-01 | 25.2123515809958 |
| 1997-03-01 | 25.2732956157543 |
| 1997-04-01 | 25.3743074568682 |
| 1997-05-01 | 25.5772316156987 |
| 1997-06-01 | 25.8301800938093 |
| 1997-07-01 | 26.1416054143896 |
| 1997-08-01 | 26.3141618511642 |
| 1997-09-01 | 26.5870003845700 |
| 1997-10-01 | 26.7584904957724 |
| 1997-11-01 | 26.8072606898423 |
| 1997-12-01 | 27.2004710156113 |
| 1998-01-01 | 27.6066009896910 |
| 1998-02-01 | 27.9590987105833 |
| 1998-03-01 | 27.8750624658806 |
| 1998-04-01 | 27.8835311965844 |
| 1998-05-01 | 28.2009914742703 |
| 1998-06-01 | 28.6121014410094 |
| 1998-07-01 | 28.7033697179107 |
| 1998-08-01 | 28.7661876834064 |
| 1998-09-01 | 28.7647649577414 |
| 1998-10-01 | 28.7726688905800 |
| 1998-11-01 | 29.0069704653883 |
| 1998-12-01 | 29.1017529966493 |
| 1999-01-01 | 28.9548710390353 |
| 1999-02-01 | 29.0013171366464 |
| 1999-03-01 | 29.3941024473705 |
| 1999-04-01 | 30.7673132909883 |
| 1999-05-01 | 31.0072365458373 |
| 1999-06-01 | 31.1042700147205 |
| 1999-07-01 | 33.0682140778747 |
| 1999-08-01 | 33.2184061753323 |
| 1999-09-01 | 32.2263785145587 |
| 1999-10-01 | 33.3886253645654 |
| 1999-11-01 | 34.0046832771911 |
| 1999-12-01 | 34.6052639766623 |
| 2000-01-01 | 34.5356602248387 |
| 2000-02-01 | 34.5380805701950 |
| 2000-03-01 | 34.7110200939983 |
| 2000-04-01 | 36.1448280850773 |
| 2000-05-01 | 36.2978027956384 |
| 2000-06-01 | 36.6167949053650 |
| 2000-07-01 | 36.9356379704104 |
| 2000-08-01 | 37.1655785542137 |
| 2000-09-01 | 37.2624947984708 |
| 2000-10-01 | 38.0934794686293 |
| 2000-11-01 | 38.4082198054559 |
| 2000-12-01 | 38.5084925210367 |
| 2001-01-01 | 39.9405659950789 |
| 2001-02-01 | 40.2751787161412 |
| 2001-03-01 | 40.3440397691332 |
| 2001-04-01 | 40.2222619115030 |
| 2001-05-01 | 40.1851398021718 |
| 2001-06-01 | 40.1206496615718 |
| 2001-07-01 | 39.9918492052026 |
| 2001-08-01 | 40.2356724077708 |
| 2001-09-01 | 39.9110351371608 |
| 2001-10-01 | 39.5633738606092 |
| 2001-11-01 | 39.2040841593668 |
| 2001-12-01 | 39.0003015806617 |
| 2002-01-01 | 39.6489221534536 |
| 2002-02-01 | 39.8103890822063 |
| 2002-03-01 | 39.8741635768240 |
| 2002-04-01 | 40.5330113547827 |
| 2002-05-01 | 40.6833491541700 |
| 2002-06-01 | 41.2274294484242 |
| 2002-07-01 | 40.8413645032206 |
| 2002-08-01 | 40.9090853028814 |
| 2002-09-01 | 40.9587152982345 |
| 2002-10-01 | 40.6198244436380 |
| 2002-11-01 | 40.9939514088723 |
| 2002-12-01 | 41.1731913983625 |
| 2003-01-01 | 41.1316145564167 |
| 2003-02-01 | 41.0601134480267 |
| 2003-03-01 | 41.3262812551482 |
| 2003-04-01 | 40.5660899456126 |
| 2003-05-01 | 40.0957445585406 |
| 2003-06-01 | 39.5141807249591 |
| 2003-07-01 | 39.0807011243561 |
| 2003-08-01 | 38.6941339495381 |
| 2003-09-01 | 38.7323512972844 |
| 2003-10-01 | 37.9632070020705 |
| 2003-11-01 | 37.6870418058895 |
| 2003-12-01 | 37.1372247010100 |
| 2004-01-01 | 36.6686412999235 |
| 2004-02-01 | 36.8122198965284 |
| 2004-03-01 | 36.7776701043368 |
| 2004-04-01 | 36.9088561670188 |
| 2004-05-01 | 37.2065737507735 |
| 2004-06-01 | 37.6052278693675 |
| 2004-07-01 | 38.0423537998360 |
| 2004-08-01 | 38.0773117702471 |
| 2004-09-01 | 38.2313484996883 |
| 2004-10-01 | 38.7076579107240 |
| 2004-11-01 | 38.8712986438950 |
| 2004-12-01 | 39.2183883649805 |
| 2005-01-01 | 39.2585765006135 |
| 2005-02-01 | 39.4497967098679 |
| 2005-03-01 | 39.7408396775661 |
| 2005-04-01 | 39.6398348702146 |
| 2005-05-01 | 39.8129992584000 |
| 2005-06-01 | 39.6969971982612 |
| 2005-07-01 | 40.3037463433563 |
| 2005-08-01 | 40.4734691753543 |
| 2005-09-01 | 40.7691667071785 |
| 2005-10-01 | 40.5601977685760 |
| 2005-11-01 | 41.2693005992720 |
| 2005-12-01 | 41.3279357855371 |
| 2006-01-01 | 41.0055079966073 |
| 2006-02-01 | 40.8470492721368 |
| 2006-03-01 | 40.8815649437798 |
| 2006-04-01 | 40.8590101799240 |
| 2006-05-01 | 40.8016341434897 |
| 2006-06-01 | 40.9018247936571 |
| 2006-07-01 | 40.3973317042257 |
| 2006-08-01 | 40.7668674279711 |
| 2006-09-01 | 40.7248931801155 |
| 2006-10-01 | 40.5444981056583 |
| 2006-11-01 | 40.2724615503608 |
| 2006-12-01 | 40.3506601413666 |
| 2007-01-01 | 40.6413551302019 |
| 2007-02-01 | 40.6224474151997 |
| 2007-03-01 | 40.6150290923401 |
| 2007-04-01 | 40.8460669976525 |
| 2007-05-01 | 40.9723583083339 |
| 2007-06-01 | 41.0087076159683 |
| 2007-07-01 | 40.8941812556873 |
| 2007-08-01 | 41.1653095795188 |
| 2007-09-01 | 41.0950301194024 |
| 2007-10-01 | 41.3603132729520 |
| 2007-11-01 | 41.3912645539869 |
| 2007-12-01 | 41.3945507355640 |
| 2008-01-01 | 41.5681553364692 |
| 2008-02-01 | 41.6669112072426 |
| 2008-03-01 | 41.5294442152220 |
| 2008-04-01 | 41.9194891314523 |
| 2008-05-01 | 41.9390437294671 |
| 2008-06-01 | 41.9180979636144 |
| 2008-07-01 | 42.2015930630508 |
| 2008-08-01 | 42.0603379349142 |
| 2008-09-01 | 42.1599298501267 |
| 2008-10-01 | 42.0950460441794 |
| 2008-11-01 | 42.1023921024073 |
| 2008-12-01 | 41.9400915920341 |
| 2009-01-01 | 41.8288875450498 |
| 2009-02-01 | 41.6091406875157 |
| 2009-03-01 | 41.3283374965840 |
| 2009-04-01 | 40.8946576508736 |
| 2009-05-01 | 40.7176283094752 |
| 2009-06-01 | 40.4183034598505 |
| 2009-07-01 | 40.1814225170188 |
| 2009-08-01 | 40.0501850990346 |
| 2009-09-01 | 40.0112700881721 |
| 2009-10-01 | 40.1503219890975 |
| 2009-11-01 | 40.1149225944094 |
| 2009-12-01 | 40.2784937439883 |
| 2010-01-01 | 40.2076402362438 |
| 2010-02-01 | 40.3648810793600 |
| 2010-03-01 | 40.6193179851698 |
| 2010-04-01 | 40.8797553953005 |
| 2010-05-01 | 41.1084469039785 |
| 2010-06-01 | 41.1988810710261 |
| 2010-07-01 | 41.3674693087763 |
| 2010-08-01 | 41.5283512281680 |
| 2010-09-01 | 41.5328382820504 |
| 2010-10-01 | 41.8105087450845 |
| 2010-11-01 | 42.1267484329680 |
| 2010-12-01 | 42.1946359781571 |
| 2011-01-01 | 42.6180425409351 |
| 2011-02-01 | 42.7536642338516 |
| 2011-03-01 | 42.7064226051018 |
| 2011-04-01 | 42.8719748736922 |
| 2011-05-01 | 42.9006320653247 |
| 2011-06-01 | 43.1720386022675 |
| 2011-07-01 | 43.4569479697853 |
| 2011-08-01 | 43.7007895625446 |
| 2011-09-01 | 43.9225000530330 |
| 2011-10-01 | 44.1694896242925 |
| 2011-11-01 | 44.2282384542918 |
| 2011-12-01 | 44.5083937820883 |
| 2012-01-01 | 44.5312546092559 |
| 2012-02-01 | 45.0616036926851 |
| 2012-03-01 | 45.3096469779885 |
| 2012-04-01 | 45.3674529771002 |
| 2012-05-01 | 45.6012918555058 |
| 2012-06-01 | 45.8413328887705 |
| 2012-07-01 | 46.0576404094342 |
| 2012-08-01 | 46.1762438618007 |
| 2012-09-01 | 46.1987279829119 |
| 2012-10-01 | 46.1964204102640 |
| 2012-11-01 | 46.4216806655303 |
| 2012-12-01 | 46.6108164423646 |
| 2013-01-01 | 46.7610553860480 |
| 2013-02-01 | 46.7823309722183 |
| 2013-03-01 | 46.9015605657807 |
| 2013-04-01 | 47.2757627997867 |
| 2013-05-01 | 47.3136612620115 |
| 2013-06-01 | 47.4318265940208 |
| 2013-07-01 | 47.2492187543791 |
| 2013-08-01 | 47.2626721653220 |
| 2013-09-01 | 47.4689103195877 |
| 2013-10-01 | 47.0026994903279 |
| 2013-11-01 | 46.9891279524580 |
| 2013-12-01 | 46.8113629968753 |
| 2014-01-01 | 47.0921658432753 |
| 2014-02-01 | 47.2086243894197 |
| 2014-03-01 | 47.2942710944397 |
| 2014-04-01 | 47.1911609289421 |
| 2014-05-01 | 47.3405704170332 |
| 2014-06-01 | 47.1278217854075 |
| 2014-07-01 | 47.1419647815886 |
| 2014-08-01 | 47.2580336942938 |
| 2014-09-01 | 47.4453870897776 |
| 2014-10-01 | 47.4752665474181 |
| 2014-11-01 | 47.6605530832649 |
| 2014-12-01 | 47.6195725565619 |
| 2015-01-01 | 47.5235239189422 |
| 2015-02-01 | 47.2203710920977 |
| 2015-03-01 | 47.2830005914160 |
| 2015-04-01 | 47.9050731764469 |
| 2015-05-01 | 47.9655318106239 |
| 2015-06-01 | 48.2391055661019 |
| 2015-07-01 | 48.4311381985071 |
| 2015-08-01 | 48.5561468566783 |
| 2015-09-01 | 48.8402389730694 |
| 2015-10-01 | 49.1396521213861 |
| 2015-11-01 | 49.3276884144731 |
| 2015-12-01 | 49.6494862233206 |
| 2016-01-01 | 49.7336124868882 |
| 2016-02-01 | 49.9160724317415 |
| 2016-03-01 | 50.0889021968842 |
| 2016-04-01 | 50.0096139264399 |
| 2016-05-01 | 49.9872111465389 |
| 2016-06-01 | 49.9409575095090 |
| 2016-07-01 | 50.2115493258781 |
| 2016-08-01 | 50.2634953604722 |
| 2016-09-01 | 50.2517905902289 |
| 2016-10-01 | 50.2028639413049 |
| 2016-11-01 | 50.2250239171406 |
| 2016-12-01 | 50.0979091101608 |
| 2017-01-01 | 50.0212282434555 |
| 2017-02-01 | 50.0900739544842 |
| 2017-03-01 | 50.2868737978454 |
| 2017-04-01 | 50.2063309780614 |
| 2017-05-01 | 50.2965985539202 |
| 2017-06-01 | 50.4300893036025 |
| 2017-07-01 | 50.6025049853393 |
| 2017-08-01 | 50.7860546668733 |
| 2017-09-01 | 50.8727212475495 |
| 2017-10-01 | 50.9866798647582 |
| 2017-11-01 | 50.9314418396381 |
| 2017-12-01 | 50.9486873223588 |
| 2018-01-01 | 50.9811514804360 |
| 2018-02-01 | 51.0651755914759 |
| 2018-03-01 | 50.8833310010026 |
| 2018-04-01 | 50.9943877565875 |
| 2018-05-01 | 50.7979550711054 |
| 2018-06-01 | 50.6095074772814 |
| 2018-07-01 | 50.5062637283033 |
| 2018-08-01 | 50.4250470323621 |
| 2018-09-01 | 50.1878535148106 |
| 2018-10-01 | 50.1897115006849 |
| 2018-11-01 | 50.1454130994061 |
| 2018-12-01 | 50.0799843833208 |
| 2019-01-01 | 50.1299601707918 |
| 2019-02-01 | 50.1426193182485 |
| 2019-03-01 | 49.9749548308261 |
| 2019-04-01 | 50.2739925627871 |
| 2019-05-01 | 50.5955524816257 |
| 2019-06-01 | 50.7051038828342 |
| 2019-07-01 | 50.9252644685281 |
| 2019-08-01 | 50.9687039437375 |
| 2019-09-01 | 50.9937094856445 |
| 2019-10-01 | 50.8022778171131 |
| 2019-11-01 | 51.0483021100673 |
| 2019-12-01 | 51.0820758212359 |
| 2020-01-01 | 51.2794002155682 |
| 2020-02-01 | 51.3307342874438 |
| 2020-03-01 | 51.3570191613732 |
| 2020-04-01 | 49.2685289066640 |
| 2020-05-01 | 49.6178198591640 |
| 2020-06-01 | 49.4025398663126 |
| 2020-07-01 | 49.0523910207051 |
| 2020-08-01 | 49.0039474498292 |
| 2020-09-01 | 49.2838253131890 |
| 2020-10-01 | 49.5225967631168 |
| 2020-11-01 | 49.5435864407496 |
| 2020-12-01 | 50.0503650987582 |
| 2021-01-01 | 50.5491074131045 |
| 2021-02-01 | 50.8158589841088 |
| 2021-03-01 | 51.2148074238432 |
| 2021-04-01 | 51.5816402855756 |
| 2021-05-01 | 51.9623126623820 |
| 2021-06-01 | 52.4070289874289 |
| 2021-07-01 | 52.9934759212279 |
| 2021-08-01 | 53.4382429251318 |
| 2021-09-01 | 54.0693720883187 |
| 2021-10-01 | 54.5301497572371 |
| 2021-11-01 | 55.1436064229918 |
| 2021-12-01 | 55.4914471744254 |
| 2022-01-01 | 55.4235059987779 |
| 2022-02-01 | 55.9000741722676 |
| 2022-03-01 | 56.2499640796327 |
| 2022-04-01 | 56.8040218993896 |
| 2022-05-01 | 57.1268760083628 |
| 2022-06-01 | 57.2302540405374 |
| 2022-07-01 | 57.7277746326382 |
| 2022-08-01 | 57.9799012553580 |
| 2022-09-01 | 58.3619574654268 |
| 2022-10-01 | 58.2460894773204 |
| 2022-11-01 | 58.2397097423322 |
| 2022-12-01 | 58.3090365309414 |
| 2023-01-01 | 58.4940315338480 |
| 2023-02-01 | 58.6702858610222 |
| 2023-03-01 | 58.7807880671449 |
| 2023-04-01 | 58.8303285063810 |
| 2023-05-01 | 58.7717533137156 |
| 2023-06-01 | 59.1703056227563 |
| 2023-07-01 | 58.9706342789296 |
| 2023-08-01 | 59.2339623920550 |
| 2023-09-01 | 59.2801048777874 |
| 2023-10-01 | 58.8546942368339 |
| 2023-11-01 | 58.9423835063516 |
| 2023-12-01 | 58.8263294537385 |
| 2024-01-01 | 58.7442273866760 |
| 2024-02-01 | 59.0238933118860 |
| 2024-03-01 | 59.1180947472750 |
| 2024-04-01 | 59.0538464108555 |
| 2024-05-01 | 59.3040945133898 |
| 2024-06-01 | 59.5129502745942 |
| 2024-07-01 | 59.6189340240030 |
| 2024-08-01 | 59.7888843498544 |
| 2024-09-01 | 60.0072742241655 |
| 2024-10-01 | 60.2764967622257 |
| 2024-11-01 | 60.0357406795114 |
| 2024-12-01 | 60.2555039414397 |
| 2025-01-01 | 60.1929094236353 |
| 2025-02-01 | 60.0700500341169 |
| 2025-03-01 | 60.1637306556148 |
| 2025-04-01 | 60.2812892738173 |
| 2025-05-01 | 60.1087716904088 |
| 2025-06-01 | 60.1481306394911 |
| 2025-07-01 | 60.5738065678185 |
| 2025-08-01 | 60.3453730568708 |
| 2025-09-01 | 60.3366525214219 |
| 2025-10-01 | 61.9821683747048 |
| 2025-11-01 | 61.1371014902946 |
| 2025-12-01 | 61.4044098147193 |
| 2026-01-01 | 61.5396355700255 |
| 2026-02-01 | 61.4302515484319 |
| 2026-03-01 | 60.2315570709936 |
| 2026-04-01 | 59.8891963473606 |
| 2026-05-01 | 60.1121364831947 |
| 2026-06-01 | 59.6860334659677 |
| 2026-07-01 | 59.3075365785165 |