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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 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 | 17.9075065333969 |
| 1991-02-01 | 17.9553608796990 |
| 1991-03-01 | 18.0219545436040 |
| 1991-04-01 | 17.8574079322306 |
| 1991-05-01 | 17.7740207897957 |
| 1991-06-01 | 17.7487018910956 |
| 1991-07-01 | 17.7932082427053 |
| 1991-08-01 | 17.7695351264849 |
| 1991-09-01 | 17.8723844683192 |
| 1991-10-01 | 17.3145648207089 |
| 1991-11-01 | 17.5551806586303 |
| 1991-12-01 | 17.6166655787584 |
| 1992-01-01 | 17.8228532384933 |
| 1992-02-01 | 17.7586552057953 |
| 1992-03-01 | 17.9285726842631 |
| 1992-04-01 | 17.4565780097319 |
| 1992-05-01 | 17.4666927431355 |
| 1992-06-01 | 17.4419958928750 |
| 1992-07-01 | 17.2943166363696 |
| 1992-08-01 | 17.3680818275145 |
| 1992-09-01 | 17.3652078495832 |
| 1992-10-01 | 17.3184548834351 |
| 1992-11-01 | 17.2493272807101 |
| 1992-12-01 | 17.3049586592218 |
| 1993-01-01 | 17.4539344358379 |
| 1993-02-01 | 17.4706662488666 |
| 1993-03-01 | 17.5416870517329 |
| 1993-04-01 | 18.0468276949503 |
| 1993-05-01 | 17.8497798346935 |
| 1993-06-01 | 18.0164323722814 |
| 1993-07-01 | 18.3061878836376 |
| 1993-08-01 | 18.3717682471992 |
| 1993-09-01 | 18.4673478071369 |
| 1993-10-01 | 18.7184899368994 |
| 1993-11-01 | 18.8365947946514 |
| 1993-12-01 | 18.8860284266724 |
| 1994-01-01 | 18.8892166289267 |
| 1994-02-01 | 18.9900525054239 |
| 1994-03-01 | 19.0559399736653 |
| 1994-04-01 | 19.3437824047693 |
| 1994-05-01 | 19.4418413558846 |
| 1994-06-01 | 19.3793511529240 |
| 1994-07-01 | 20.6035691406730 |
| 1994-08-01 | 20.6699237613678 |
| 1994-09-01 | 20.9729314609059 |
| 1994-10-01 | 21.1174751108809 |
| 1994-11-01 | 21.5336965708100 |
| 1994-12-01 | 21.6649388027419 |
| 1995-01-01 | 21.8243311550015 |
| 1995-02-01 | 22.0189430086382 |
| 1995-03-01 | 22.0702762407459 |
| 1995-04-01 | 22.0447189534868 |
| 1995-05-01 | 22.2392814770782 |
| 1995-06-01 | 22.4242993592547 |
| 1995-07-01 | 22.4980335359426 |
| 1995-08-01 | 22.8654918484715 |
| 1995-09-01 | 23.3817675732457 |
| 1995-10-01 | 22.7282930191535 |
| 1995-11-01 | 22.7222719083028 |
| 1995-12-01 | 22.8377738784728 |
| 1996-01-01 | 22.7537519750428 |
| 1996-02-01 | 23.0603311450275 |
| 1996-03-01 | 23.3723503832891 |
| 1996-04-01 | 23.6626153824428 |
| 1996-05-01 | 23.7555899553034 |
| 1996-06-01 | 23.7755035023878 |
| 1996-07-01 | 23.5697675881846 |
| 1996-08-01 | 23.4405934363935 |
| 1996-09-01 | 23.8863486618885 |
| 1996-10-01 | 24.3450834570136 |
| 1996-11-01 | 24.5202435387302 |
| 1996-12-01 | 24.7126935931431 |
| 1997-01-01 | 25.0776949603054 |
| 1997-02-01 | 25.2126962636853 |
| 1997-03-01 | 25.2732632353589 |
| 1997-04-01 | 25.3744326231007 |
| 1997-05-01 | 25.5772014617307 |
| 1997-06-01 | 25.8301236893628 |
| 1997-07-01 | 26.1417510960100 |
| 1997-08-01 | 26.3142443893688 |
| 1997-09-01 | 26.5868341769636 |
| 1997-10-01 | 26.7584107913457 |
| 1997-11-01 | 26.8070367568320 |
| 1997-12-01 | 27.2000272673458 |
| 1998-01-01 | 27.6068046390930 |
| 1998-02-01 | 27.9596016646883 |
| 1998-03-01 | 27.8751491788428 |
| 1998-04-01 | 27.8836516559169 |
| 1998-05-01 | 28.2009290083371 |
| 1998-06-01 | 28.6119706289232 |
| 1998-07-01 | 28.7035614792297 |
| 1998-08-01 | 28.7663057020414 |
| 1998-09-01 | 28.7644832070801 |
| 1998-10-01 | 28.7725462147270 |
| 1998-11-01 | 29.0066276373277 |
| 1998-12-01 | 29.1010804513958 |
| 1999-01-01 | 28.9552994389767 |
| 1999-02-01 | 29.0020143883872 |
| 1999-03-01 | 29.3943864341563 |
| 1999-04-01 | 30.7673607213222 |
| 1999-05-01 | 31.0071449356725 |
| 1999-06-01 | 31.1041118678127 |
| 1999-07-01 | 33.0683697541952 |
| 1999-08-01 | 33.2185130021946 |
| 1999-09-01 | 32.2260324823565 |
| 1999-10-01 | 33.3884718837555 |
| 1999-11-01 | 34.0042445391706 |
| 1999-12-01 | 34.6044149856716 |
| 2000-01-01 | 34.5363323212774 |
| 2000-02-01 | 34.5388378296655 |
| 2000-03-01 | 34.7114370843808 |
| 2000-04-01 | 36.1448770152766 |
| 2000-05-01 | 36.2977172888240 |
| 2000-06-01 | 36.6165936114942 |
| 2000-07-01 | 36.9357363050251 |
| 2000-08-01 | 37.1656713681610 |
| 2000-09-01 | 37.2620880629221 |
| 2000-10-01 | 38.0933147315398 |
| 2000-11-01 | 38.4077541724509 |
| 2000-12-01 | 38.5076615207499 |
| 2001-01-01 | 39.9413008788711 |
| 2001-02-01 | 40.2759016144149 |
| 2001-03-01 | 40.3446000103100 |
| 2001-04-01 | 40.2222332964552 |
| 2001-05-01 | 40.1850610416103 |
| 2001-06-01 | 40.1204770866034 |
| 2001-07-01 | 39.9918635186066 |
| 2001-08-01 | 40.2357160224536 |
| 2001-09-01 | 39.9106621371223 |
| 2001-10-01 | 39.5632325535072 |
| 2001-11-01 | 39.2036463813896 |
| 2001-12-01 | 38.9995632492860 |
| 2002-01-01 | 39.6496652632290 |
| 2002-02-01 | 39.8109637735168 |
| 2002-03-01 | 39.8746957536911 |
| 2002-04-01 | 40.5329834231587 |
| 2002-05-01 | 40.6833021999565 |
| 2002-06-01 | 41.2272855015391 |
| 2002-07-01 | 40.8413026573137 |
| 2002-08-01 | 40.9090994186468 |
| 2002-09-01 | 40.9584166258027 |
| 2002-10-01 | 40.6197234925313 |
| 2002-11-01 | 40.9936045566713 |
| 2002-12-01 | 41.1727024965304 |
| 2003-01-01 | 41.1321618137735 |
| 2003-02-01 | 41.0605232016220 |
| 2003-03-01 | 41.3266892181683 |
| 2003-04-01 | 40.5660614640156 |
| 2003-05-01 | 40.0957224246839 |
| 2003-06-01 | 39.5140933960360 |
| 2003-07-01 | 39.0805997447736 |
| 2003-08-01 | 38.6941114126880 |
| 2003-09-01 | 38.7321693238080 |
| 2003-10-01 | 37.9631545028851 |
| 2003-11-01 | 37.6868271309489 |
| 2003-12-01 | 37.1369783015814 |
| 2004-01-01 | 36.6689683994494 |
| 2004-02-01 | 36.8124326290149 |
| 2004-03-01 | 36.7778746561995 |
| 2004-04-01 | 36.9088944353500 |
| 2004-05-01 | 37.2065742300851 |
| 2004-06-01 | 37.6051555708336 |
| 2004-07-01 | 38.0422805414164 |
| 2004-08-01 | 38.0772920759151 |
| 2004-09-01 | 38.2312294852399 |
| 2004-10-01 | 38.7076367212166 |
| 2004-11-01 | 38.8712198394323 |
| 2004-12-01 | 39.2183432654064 |
| 2005-01-01 | 39.2586915852030 |
| 2005-02-01 | 39.4498658748387 |
| 2005-03-01 | 39.7409426772973 |
| 2005-04-01 | 39.6398520759206 |
| 2005-05-01 | 39.8129978317759 |
| 2005-06-01 | 39.6969587055165 |
| 2005-07-01 | 40.3037161626052 |
| 2005-08-01 | 40.4734498629286 |
| 2005-09-01 | 40.7691072076488 |
| 2005-10-01 | 40.5601949283709 |
| 2005-11-01 | 41.2692879740120 |
| 2005-12-01 | 41.3279368029271 |
| 2006-01-01 | 41.0055608370504 |
| 2006-02-01 | 40.8470612494157 |
| 2006-03-01 | 40.8815965582415 |
| 2006-04-01 | 40.8590153102718 |
| 2006-05-01 | 40.8016300548965 |
| 2006-06-01 | 40.9018011534277 |
| 2006-07-01 | 40.3973192302016 |
| 2006-08-01 | 40.7668622579952 |
| 2006-09-01 | 40.7248695973163 |
| 2006-10-01 | 40.5444949526940 |
| 2006-11-01 | 40.2724697678470 |
| 2006-12-01 | 40.3506733550963 |
| 2007-01-01 | 40.6413804464086 |
| 2007-02-01 | 40.6224479513559 |
| 2007-03-01 | 40.6150313198998 |
| 2007-04-01 | 40.8460646420945 |
| 2007-05-01 | 40.9723547713169 |
| 2007-06-01 | 41.0086940142784 |
| 2007-07-01 | 40.8941742032316 |
| 2007-08-01 | 41.1653068363143 |
| 2007-09-01 | 41.0950280870289 |
| 2007-10-01 | 41.3603093071569 |
| 2007-11-01 | 41.3912713453952 |
| 2007-12-01 | 41.3945627906934 |
| 2008-01-01 | 41.5681599688900 |
| 2008-02-01 | 41.6669157433863 |
| 2008-03-01 | 41.5294451275683 |
| 2008-04-01 | 41.9194857117763 |
| 2008-05-01 | 41.9390400810101 |
| 2008-06-01 | 41.9180909396605 |
| 2008-07-01 | 42.2015891941737 |
| 2008-08-01 | 42.0603368121206 |
| 2008-09-01 | 42.1599316550510 |
| 2008-10-01 | 42.0950446548900 |
| 2008-11-01 | 42.1023932198551 |
| 2008-12-01 | 41.9400960268347 |
| 2009-01-01 | 41.8288911360474 |
| 2009-02-01 | 41.6091460934098 |
| 2009-03-01 | 41.3283368320870 |
| 2009-04-01 | 40.8946540142873 |
| 2009-05-01 | 40.7176252797802 |
| 2009-06-01 | 40.4183022244644 |
| 2009-07-01 | 40.1814211613220 |
| 2009-08-01 | 40.0501849189574 |
| 2009-09-01 | 40.0112735536262 |
| 2009-10-01 | 40.1503201062389 |
| 2009-11-01 | 40.1149159232753 |
| 2009-12-01 | 40.2784903252522 |
| 2010-01-01 | 40.2076449971306 |
| 2010-02-01 | 40.3648925241232 |
| 2010-03-01 | 40.6193220080483 |
| 2010-04-01 | 40.8797490594081 |
| 2010-05-01 | 41.1084480718745 |
| 2010-06-01 | 41.1988817196706 |
| 2010-07-01 | 41.3674697274895 |
| 2010-08-01 | 41.5283503840017 |
| 2010-09-01 | 41.5328388365054 |
| 2010-10-01 | 41.8105008493955 |
| 2010-11-01 | 42.1267330234536 |
| 2010-12-01 | 42.1946224748175 |
| 2011-01-01 | 42.6180507900138 |
| 2011-02-01 | 42.7536888547877 |
| 2011-03-01 | 42.7064436418043 |
| 2011-04-01 | 42.8719741522457 |
| 2011-05-01 | 42.9006297791689 |
| 2011-06-01 | 43.1720372477536 |
| 2011-07-01 | 43.4569443037116 |
| 2011-08-01 | 43.7007851717284 |
| 2011-09-01 | 43.9224950315972 |
| 2011-10-01 | 44.1694722935176 |
| 2011-11-01 | 44.2282132215961 |
| 2011-12-01 | 44.5083654950614 |
| 2012-01-01 | 44.5312511149005 |
| 2012-02-01 | 45.0616563282397 |
| 2012-03-01 | 45.3097192544438 |
| 2012-04-01 | 45.3674863854301 |
| 2012-05-01 | 45.6012582996298 |
| 2012-06-01 | 45.8413120377406 |
| 2012-07-01 | 46.0576218575780 |
| 2012-08-01 | 46.1762298493228 |
| 2012-09-01 | 46.1987153041371 |
| 2012-10-01 | 46.1963970400197 |
| 2012-11-01 | 46.4216461410982 |
| 2012-12-01 | 46.6107765666952 |
| 2013-01-01 | 46.7610451967047 |
| 2013-02-01 | 46.7824106218014 |
| 2013-03-01 | 46.9016901804446 |
| 2013-04-01 | 47.2758575935330 |
| 2013-05-01 | 47.3136322168546 |
| 2013-06-01 | 47.4316922531130 |
| 2013-07-01 | 47.2492254054300 |
| 2013-08-01 | 47.2626652143670 |
| 2013-09-01 | 47.4688781049015 |
| 2013-10-01 | 47.0026399683853 |
| 2013-11-01 | 46.9890408781538 |
| 2013-12-01 | 46.8112790488027 |
| 2014-01-01 | 47.0921534150125 |
| 2014-02-01 | 47.2087859633541 |
| 2014-03-01 | 47.2945297436168 |
| 2014-04-01 | 47.1913628540167 |
| 2014-05-01 | 47.3405551701021 |
| 2014-06-01 | 47.1275433668252 |
| 2014-07-01 | 47.1419680998302 |
| 2014-08-01 | 47.2580319477288 |
| 2014-09-01 | 47.4453443866233 |
| 2014-10-01 | 47.4751674582244 |
| 2014-11-01 | 47.6603421776948 |
| 2014-12-01 | 47.6193479155320 |
| 2015-01-01 | 47.5234585347131 |
| 2015-02-01 | 47.2205577918427 |
| 2015-03-01 | 47.2833854485790 |
| 2015-04-01 | 47.9055063443151 |
| 2015-05-01 | 47.9657649463159 |
| 2015-06-01 | 48.2388756862707 |
| 2015-07-01 | 48.4312388692128 |
| 2015-08-01 | 48.5561603465124 |
| 2015-09-01 | 48.8400195467471 |
| 2015-10-01 | 49.1392720010181 |
| 2015-11-01 | 49.3272699287935 |
| 2015-12-01 | 49.6489838494931 |
| 2016-01-01 | 49.7330533019558 |
| 2016-02-01 | 49.9154655033543 |
| 2016-03-01 | 50.0913713499952 |
| 2016-04-01 | 50.0098413005352 |
| 2016-05-01 | 49.9875562107205 |
| 2016-06-01 | 49.9413661295924 |
| 2016-07-01 | 50.2120397881463 |
| 2016-08-01 | 50.2633396445835 |
| 2016-09-01 | 50.2509966931983 |
| 2016-10-01 | 50.2020687633795 |
| 2016-11-01 | 50.2243178077339 |
| 2016-12-01 | 50.0967586769326 |
| 2017-01-01 | 50.0197324757295 |
| 2017-02-01 | 50.0888943737838 |
| 2017-03-01 | 50.2918348224792 |
| 2017-04-01 | 50.2045376307426 |
| 2017-05-01 | 50.2965367385853 |
| 2017-06-01 | 50.4383994423815 |
| 2017-07-01 | 50.6013803238270 |
| 2017-08-01 | 50.7832900238537 |
| 2017-09-01 | 50.8710576642941 |
| 2017-10-01 | 50.9853500059811 |
| 2017-11-01 | 50.9293732744319 |
| 2017-12-01 | 50.9469330263884 |
| 2018-01-01 | 50.9789022915648 |
| 2018-02-01 | 51.0632441022458 |
| 2018-03-01 | 50.8907942260501 |
| 2018-04-01 | 50.9911975458418 |
| 2018-05-01 | 50.7988459697612 |
| 2018-06-01 | 50.6271870389401 |
| 2018-07-01 | 50.5038757537544 |
| 2018-08-01 | 50.4186845766098 |
| 2018-09-01 | 50.1836501280036 |
| 2018-10-01 | 50.1865221357272 |
| 2018-11-01 | 50.1415164749464 |
| 2018-12-01 | 50.0779542117862 |
| 2019-01-01 | 50.1273399337607 |
| 2019-02-01 | 50.1404046168577 |
| 2019-03-01 | 49.9832212032838 |
| 2019-04-01 | 50.2711751642003 |
| 2019-05-01 | 50.5989220057746 |
| 2019-06-01 | 50.7335505956365 |
| 2019-07-01 | 50.9239470220496 |
| 2019-08-01 | 50.9620665994971 |
| 2019-09-01 | 50.9720662417680 |
| 2019-10-01 | 50.7996551073389 |
| 2019-11-01 | 51.0440578654777 |
| 2019-12-01 | 51.0804405574704 |
| 2020-01-01 | 51.2771664224826 |
| 2020-02-01 | 51.3299266570157 |
| 2020-03-01 | 51.3674982379147 |
| 2020-04-01 | 49.2683234682990 |
| 2020-05-01 | 49.6236519363807 |
| 2020-06-01 | 49.4438290049974 |
| 2020-07-01 | 49.0507285830992 |
| 2020-08-01 | 48.9966022544333 |
| 2020-09-01 | 49.2329802001059 |
| 2020-10-01 | 49.5175429566710 |
| 2020-11-01 | 49.5415698553736 |
| 2020-12-01 | 50.0517095740592 |
| 2021-01-01 | 50.5496958338709 |
| 2021-02-01 | 50.8216252032228 |
| 2021-03-01 | 51.2301786005554 |
| 2021-04-01 | 51.5882831357258 |
| 2021-05-01 | 51.9729991127126 |
| 2021-06-01 | 52.4599237731845 |
| 2021-07-01 | 52.9866459331852 |
| 2021-08-01 | 53.4232393067459 |
| 2021-09-01 | 53.9826820751052 |
| 2021-10-01 | 54.5183332582177 |
| 2021-11-01 | 55.1425507979183 |
| 2021-12-01 | 55.4981224193159 |
| 2022-01-01 | 55.4320332120891 |
| 2022-02-01 | 55.9181125581050 |
| 2022-03-01 | 56.2772129862881 |
| 2022-04-01 | 56.8284515529388 |
| 2022-05-01 | 57.1524080475107 |
| 2022-06-01 | 57.2817205566856 |
| 2022-07-01 | 57.7105512451651 |
| 2022-08-01 | 57.9422535296039 |
| 2022-09-01 | 58.2384079812532 |
| 2022-10-01 | 58.2070593806451 |
| 2022-11-01 | 58.2488407065284 |
| 2022-12-01 | 58.3276533019191 |
| 2023-01-01 | 58.5188777291112 |
| 2023-02-01 | 58.6981277145026 |
| 2023-03-01 | 58.8358522840346 |
| 2023-04-01 | 58.8667618457849 |
| 2023-05-01 | 58.8343671834306 |
| 2023-06-01 | 59.2168675663868 |
| 2023-07-01 | 58.9295227809756 |
| 2023-08-01 | 59.1585342601627 |
| 2023-09-01 | 59.1142356256951 |
| 2023-10-01 | 58.7810401894845 |
| 2023-11-01 | 58.9665753404084 |
| 2023-12-01 | 58.8618270425969 |
| 2024-01-01 | 58.7907567358829 |
| 2024-02-01 | 59.0618213075297 |
| 2024-03-01 | 59.2119991298350 |
| 2024-04-01 | 59.1036092727522 |
| 2024-05-01 | 59.4134577547400 |
| 2024-06-01 | 59.5456112616085 |
| 2024-07-01 | 59.5400981459076 |
| 2024-08-01 | 59.6692244084244 |
| 2024-09-01 | 59.8087667360110 |
| 2024-10-01 | 60.1625730729725 |
| 2024-11-01 | 60.0803593554292 |
| 2024-12-01 | 60.3110750694330 |
| 2025-01-01 | 60.2621443283304 |
| 2025-02-01 | 60.1143239543184 |
| 2025-03-01 | 60.2983341050682 |
| 2025-04-01 | 60.3359050427239 |
| 2025-05-01 | 60.2668551890214 |
| 2025-06-01 | 60.1657876633589 |
| 2025-07-01 | 60.4533832272806 |
| 2025-08-01 | 60.1850176458597 |
| 2025-09-01 | 60.1198335136168 |
| 2025-10-01 | 61.8398320040947 |
| 2025-11-01 | 61.1943830624063 |
| 2025-12-01 | 61.4763234522964 |
| 2026-01-01 | 61.6273276818804 |
| 2026-02-01 | 61.4810798777165 |
| 2026-03-01 | 60.3953351502296 |
| 2026-04-01 | 59.9533808412435 |
| 2026-05-01 | 59.4060756400311 |