Table Data - All Employees: Professional and Business Services: Employment Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Employment Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006056130001SA |
| 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 | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 11:34 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 |
|---|---|
| 1990-01-01 | 50.0384068942 |
| 1990-02-01 | 50.2941198283 |
| 1990-03-01 | 50.5250398060 |
| 1990-04-01 | 49.7303355655 |
| 1990-05-01 | 49.6295496038 |
| 1990-06-01 | 50.2059871058 |
| 1990-07-01 | 49.0069506787 |
| 1990-08-01 | 48.6887385145 |
| 1990-09-01 | 48.3051631834 |
| 1990-10-01 | 47.7465226059 |
| 1990-11-01 | 47.9356464413 |
| 1990-12-01 | 47.9180600480 |
| 1991-01-01 | 46.7384934160 |
| 1991-02-01 | 46.1300538677 |
| 1991-03-01 | 46.3295690965 |
| 1991-04-01 | 46.1256514675 |
| 1991-05-01 | 46.2746073361 |
| 1991-06-01 | 46.2101411693 |
| 1991-07-01 | 45.3871825544 |
| 1991-08-01 | 45.8401676416 |
| 1991-09-01 | 45.9917500914 |
| 1991-10-01 | 46.2311855069 |
| 1991-11-01 | 46.1874213265 |
| 1991-12-01 | 46.8843568882 |
| 1992-01-01 | 48.5299275855 |
| 1992-02-01 | 48.0861596902 |
| 1992-03-01 | 47.8199842977 |
| 1992-04-01 | 48.8501451592 |
| 1992-05-01 | 48.7956087714 |
| 1992-06-01 | 49.3342657077 |
| 1992-07-01 | 50.5435134720 |
| 1992-08-01 | 50.9160250985 |
| 1992-09-01 | 51.6452909468 |
| 1992-10-01 | 51.3669038485 |
| 1992-11-01 | 51.4840094220 |
| 1992-12-01 | 51.3238905814 |
| 1993-01-01 | 52.2539358011 |
| 1993-02-01 | 52.6481806832 |
| 1993-03-01 | 52.4115182738 |
| 1993-04-01 | 52.5940257919 |
| 1993-05-01 | 53.2635052303 |
| 1993-06-01 | 53.2396250893 |
| 1993-07-01 | 54.0058703404 |
| 1993-08-01 | 54.0615531305 |
| 1993-09-01 | 54.2778856443 |
| 1993-10-01 | 55.5709045691 |
| 1993-11-01 | 56.4150826319 |
| 1993-12-01 | 57.1386457234 |
| 1994-01-01 | 56.6981356869 |
| 1994-02-01 | 58.6226110510 |
| 1994-03-01 | 61.3187734774 |
| 1994-04-01 | 61.4102661473 |
| 1994-05-01 | 61.7612452663 |
| 1994-06-01 | 62.6504576299 |
| 1994-07-01 | 63.4061465565 |
| 1994-08-01 | 63.7690016630 |
| 1994-09-01 | 64.5229646159 |
| 1994-10-01 | 64.4738733580 |
| 1994-11-01 | 65.0536888409 |
| 1994-12-01 | 65.9756654475 |
| 1995-01-01 | 65.6873452982 |
| 1995-02-01 | 66.1365016970 |
| 1995-03-01 | 66.1304912844 |
| 1995-04-01 | 65.6281371449 |
| 1995-05-01 | 66.2286311835 |
| 1995-06-01 | 66.9125775740 |
| 1995-07-01 | 67.1933343180 |
| 1995-08-01 | 69.4368346938 |
| 1995-09-01 | 69.4693884763 |
| 1995-10-01 | 70.7743479565 |
| 1995-11-01 | 71.1907392543 |
| 1995-12-01 | 71.8085055150 |
| 1996-01-01 | 69.3869561262 |
| 1996-02-01 | 73.3284155509 |
| 1996-03-01 | 72.4488538466 |
| 1996-04-01 | 76.5191736657 |
| 1996-05-01 | 76.6942966491 |
| 1996-06-01 | 77.4797319364 |
| 1996-07-01 | 77.5949134582 |
| 1996-08-01 | 78.0701184438 |
| 1996-09-01 | 78.2748678357 |
| 1996-10-01 | 79.0584926923 |
| 1996-11-01 | 79.9369719582 |
| 1996-12-01 | 79.9572072004 |
| 1997-01-01 | 81.2793974580 |
| 1997-02-01 | 81.3701586228 |
| 1997-03-01 | 81.4188195683 |
| 1997-04-01 | 85.4438472255 |
| 1997-05-01 | 86.2641243013 |
| 1997-06-01 | 87.5519083141 |
| 1997-07-01 | 88.8153857025 |
| 1997-08-01 | 89.3177203165 |
| 1997-09-01 | 90.3440218426 |
| 1997-10-01 | 92.2093848490 |
| 1997-11-01 | 93.1695529520 |
| 1997-12-01 | 94.2359244955 |
| 1998-01-01 | 93.7233745198 |
| 1998-02-01 | 94.8853015319 |
| 1998-03-01 | 94.7980127165 |
| 1998-04-01 | 94.7943760664 |
| 1998-05-01 | 96.5208758373 |
| 1998-06-01 | 96.5958667724 |
| 1998-07-01 | 96.3951712313 |
| 1998-08-01 | 96.5690009321 |
| 1998-09-01 | 96.1626122668 |
| 1998-10-01 | 96.5430675797 |
| 1998-11-01 | 97.0438840402 |
| 1998-12-01 | 97.6384842564 |
| 1999-01-01 | 98.9849464013 |
| 1999-02-01 | 100.8494091031 |
| 1999-03-01 | 100.9716136247 |
| 1999-04-01 | 97.9506842376 |
| 1999-05-01 | 96.3177085598 |
| 1999-06-01 | 97.5339280470 |
| 1999-07-01 | 98.4690040840 |
| 1999-08-01 | 98.7342247749 |
| 1999-09-01 | 99.2221461083 |
| 1999-10-01 | 98.7509497258 |
| 1999-11-01 | 98.7759690622 |
| 1999-12-01 | 100.5632267490 |
| 2000-01-01 | 103.8770725607 |
| 2000-02-01 | 103.4296909154 |
| 2000-03-01 | 104.6064583561 |
| 2000-04-01 | 103.4905632704 |
| 2000-05-01 | 102.6734747249 |
| 2000-06-01 | 103.3196662535 |
| 2000-07-01 | 105.8050631645 |
| 2000-08-01 | 102.8647290632 |
| 2000-09-01 | 102.7364561370 |
| 2000-10-01 | 101.2866247154 |
| 2000-11-01 | 100.6586159471 |
| 2000-12-01 | 100.9603928143 |
| 2001-01-01 | 100.9189205487 |
| 2001-02-01 | 100.0881504412 |
| 2001-03-01 | 98.7581919305 |
| 2001-04-01 | 98.3398850869 |
| 2001-05-01 | 97.7443746629 |
| 2001-06-01 | 96.7797220803 |
| 2001-07-01 | 90.5158821240 |
| 2001-08-01 | 89.9640397798 |
| 2001-09-01 | 89.6176499608 |
| 2001-10-01 | 88.3738955884 |
| 2001-11-01 | 86.5696383679 |
| 2001-12-01 | 84.5995491266 |
| 2002-01-01 | 83.1245164877 |
| 2002-02-01 | 82.4332950819 |
| 2002-03-01 | 83.5624312273 |
| 2002-04-01 | 84.9584159673 |
| 2002-05-01 | 85.2956627479 |
| 2002-06-01 | 85.8395851602 |
| 2002-07-01 | 84.8942458455 |
| 2002-08-01 | 85.5079012877 |
| 2002-09-01 | 84.6977429535 |
| 2002-10-01 | 84.2688289816 |
| 2002-11-01 | 84.5801034408 |
| 2002-12-01 | 84.1713925825 |
| 2003-01-01 | 82.6345499957 |
| 2003-02-01 | 79.8421762687 |
| 2003-03-01 | 81.4943791816 |
| 2003-04-01 | 81.2982680375 |
| 2003-05-01 | 81.6902682885 |
| 2003-06-01 | 80.8147387139 |
| 2003-07-01 | 81.0232305373 |
| 2003-08-01 | 81.8730231351 |
| 2003-09-01 | 82.9293308185 |
| 2003-10-01 | 83.9792154340 |
| 2003-11-01 | 84.7018483145 |
| 2003-12-01 | 85.6060641873 |
| 2004-01-01 | 86.8652798211 |
| 2004-02-01 | 87.7183501378 |
| 2004-03-01 | 88.5933601447 |
| 2004-04-01 | 88.2719906628 |
| 2004-05-01 | 89.0223820318 |
| 2004-06-01 | 89.8635156076 |
| 2004-07-01 | 90.7099300546 |
| 2004-08-01 | 90.3324846115 |
| 2004-09-01 | 90.1786399879 |
| 2004-10-01 | 91.3358007447 |
| 2004-11-01 | 91.1705088838 |
| 2004-12-01 | 91.6628095546 |
| 2005-01-01 | 94.5512711778 |
| 2005-02-01 | 94.9159673058 |
| 2005-03-01 | 92.7089290863 |
| 2005-04-01 | 94.2807525477 |
| 2005-05-01 | 93.3628975777 |
| 2005-06-01 | 93.8511114687 |
| 2005-07-01 | 94.4233471097 |
| 2005-08-01 | 94.1860631115 |
| 2005-09-01 | 94.4921275969 |
| 2005-10-01 | 94.7456809010 |
| 2005-11-01 | 94.8263887375 |
| 2005-12-01 | 94.7760825907 |
| 2006-01-01 | 94.2569241860 |
| 2006-02-01 | 94.7222581768 |
| 2006-03-01 | 94.6864195222 |
| 2006-04-01 | 94.1352306231 |
| 2006-05-01 | 95.1913098714 |
| 2006-06-01 | 95.5703707807 |
| 2006-07-01 | 95.6631616475 |
| 2006-08-01 | 96.4621175959 |
| 2006-09-01 | 97.0179003707 |
| 2006-10-01 | 97.3761964840 |
| 2006-11-01 | 97.8297958698 |
| 2006-12-01 | 97.7961099268 |
| 2007-01-01 | 97.6948828943 |
| 2007-02-01 | 98.0496264706 |
| 2007-03-01 | 99.0785855294 |
| 2007-04-01 | 99.4059088582 |
| 2007-05-01 | 100.0296404270 |
| 2007-06-01 | 100.7018591091 |
| 2007-07-01 | 99.8979596742 |
| 2007-08-01 | 99.4954461189 |
| 2007-09-01 | 99.6914239230 |
| 2007-10-01 | 97.8814886017 |
| 2007-11-01 | 98.3380376371 |
| 2007-12-01 | 98.8550731896 |
| 2008-01-01 | 98.3088745371 |
| 2008-02-01 | 97.2151102574 |
| 2008-03-01 | 96.2389216689 |
| 2008-04-01 | 96.0874983359 |
| 2008-05-01 | 94.9929583057 |
| 2008-06-01 | 92.6339841193 |
| 2008-07-01 | 94.5738508707 |
| 2008-08-01 | 94.0453255730 |
| 2008-09-01 | 92.2666982252 |
| 2008-10-01 | 88.4168188203 |
| 2008-11-01 | 85.1638925875 |
| 2008-12-01 | 82.8815714007 |
| 2009-01-01 | 80.2988000559 |
| 2009-02-01 | 78.2444954374 |
| 2009-03-01 | 75.8366293212 |
| 2009-04-01 | 73.1670327023 |
| 2009-05-01 | 73.0977105400 |
| 2009-06-01 | 72.4302602031 |
| 2009-07-01 | 72.5226568684 |
| 2009-08-01 | 73.9362242650 |
| 2009-09-01 | 74.7968086705 |
| 2009-10-01 | 76.7641723784 |
| 2009-11-01 | 78.2388257147 |
| 2009-12-01 | 79.3358275563 |
| 2010-01-01 | 81.0078738535 |
| 2010-02-01 | 82.1031017300 |
| 2010-03-01 | 84.4315744434 |
| 2010-04-01 | 87.6199803407 |
| 2010-05-01 | 87.7635595326 |
| 2010-06-01 | 88.8868279191 |
| 2010-07-01 | 89.4931198245 |
| 2010-08-01 | 90.2788338136 |
| 2010-09-01 | 91.4994704724 |
| 2010-10-01 | 93.4560258834 |
| 2010-11-01 | 95.3198678210 |
| 2010-12-01 | 98.2505411572 |
| 2011-01-01 | 97.6921227022 |
| 2011-02-01 | 99.1981436522 |
| 2011-03-01 | 99.5255500783 |
| 2011-04-01 | 100.6041792131 |
| 2011-05-01 | 101.1232454386 |
| 2011-06-01 | 101.1313472847 |
| 2011-07-01 | 101.3747804013 |
| 2011-08-01 | 101.9699867895 |
| 2011-09-01 | 104.3098812724 |
| 2011-10-01 | 101.2737919681 |
| 2011-11-01 | 100.6850883035 |
| 2011-12-01 | 100.7082073293 |
| 2012-01-01 | 100.9381687531 |
| 2012-02-01 | 100.5003433639 |
| 2012-03-01 | 100.5506582654 |
| 2012-04-01 | 99.9069564560 |
| 2012-05-01 | 100.0186121885 |
| 2012-06-01 | 99.7998131697 |
| 2012-07-01 | 100.6954802543 |
| 2012-08-01 | 100.1838481592 |
| 2012-09-01 | 102.0114425634 |
| 2012-10-01 | 99.6574965833 |
| 2012-11-01 | 98.2958435647 |
| 2012-12-01 | 99.9615685656 |
| 2013-01-01 | 100.5043874886 |
| 2013-02-01 | 101.5438942857 |
| 2013-03-01 | 101.1660055021 |
| 2013-04-01 | 100.2430603980 |
| 2013-05-01 | 101.4081037933 |
| 2013-06-01 | 103.0246751618 |
| 2013-07-01 | 105.4229644542 |
| 2013-08-01 | 106.9115590710 |
| 2013-09-01 | 104.0894483132 |
| 2013-10-01 | 103.8799937362 |
| 2013-11-01 | 104.0840919094 |
| 2013-12-01 | 103.5760887607 |
| 2014-01-01 | 103.1457966979 |
| 2014-02-01 | 103.4284031989 |
| 2014-03-01 | 105.2906233113 |
| 2014-04-01 | 107.2529313547 |
| 2014-05-01 | 108.7981151682 |
| 2014-06-01 | 109.8809010010 |
| 2014-07-01 | 109.6871747172 |
| 2014-08-01 | 111.8923012384 |
| 2014-09-01 | 111.6246142016 |
| 2014-10-01 | 112.1539620199 |
| 2014-11-01 | 114.1765999995 |
| 2014-12-01 | 115.5569557790 |
| 2015-01-01 | 116.1585597150 |
| 2015-02-01 | 116.3533343218 |
| 2015-03-01 | 116.4904834808 |
| 2015-04-01 | 115.4271093782 |
| 2015-05-01 | 115.6575225956 |
| 2015-06-01 | 115.9810657003 |
| 2015-07-01 | 116.4838172877 |
| 2015-08-01 | 116.4759075239 |
| 2015-09-01 | 116.7196733577 |
| 2015-10-01 | 120.0786781747 |
| 2015-11-01 | 121.5203350580 |
| 2015-12-01 | 123.6310501355 |
| 2016-01-01 | 118.8159560840 |
| 2016-02-01 | 117.9467117408 |
| 2016-03-01 | 116.9651046026 |
| 2016-04-01 | 118.3365755916 |
| 2016-05-01 | 116.9813341290 |
| 2016-06-01 | 115.3307242793 |
| 2016-07-01 | 117.9465798336 |
| 2016-08-01 | 116.6606332214 |
| 2016-09-01 | 119.7233230782 |
| 2016-10-01 | 118.8201164993 |
| 2016-11-01 | 117.4188756106 |
| 2016-12-01 | 118.6216920725 |
| 2017-01-01 | 119.0070936193 |
| 2017-02-01 | 117.7701639339 |
| 2017-03-01 | 117.4694122214 |
| 2017-04-01 | 116.5202085336 |
| 2017-05-01 | 117.6113459983 |
| 2017-06-01 | 116.8499839832 |
| 2017-07-01 | 116.8247102280 |
| 2017-08-01 | 116.7139243172 |
| 2017-09-01 | 119.0079701432 |
| 2017-10-01 | 115.8719150789 |
| 2017-11-01 | 116.5271997642 |
| 2017-12-01 | 116.5734799365 |
| 2018-01-01 | 117.3473142059 |
| 2018-02-01 | 117.4288516381 |
| 2018-03-01 | 118.2118694564 |
| 2018-04-01 | 119.3178134661 |
| 2018-05-01 | 118.8026003096 |
| 2018-06-01 | 118.1144582166 |
| 2018-07-01 | 117.5348940544 |
| 2018-08-01 | 118.0280194481 |
| 2018-09-01 | 118.4507168412 |
| 2018-10-01 | 118.1971759405 |
| 2018-11-01 | 117.1119695616 |
| 2018-12-01 | 116.9852464937 |
| 2019-01-01 | 117.9205314889 |
| 2019-02-01 | 118.7430398511 |
| 2019-03-01 | 119.5131249134 |
| 2019-04-01 | 119.9553172589 |
| 2019-05-01 | 120.0605160491 |
| 2019-06-01 | 120.1010296269 |
| 2019-07-01 | 120.8932981153 |
| 2019-08-01 | 123.2746127632 |
| 2019-09-01 | 120.3368546346 |
| 2019-10-01 | 119.3968213008 |
| 2019-11-01 | 120.5362005869 |
| 2019-12-01 | 120.0758253383 |
| 2020-01-01 | 117.9705270869 |
| 2020-02-01 | 117.8340436530 |
| 2020-03-01 | 116.6503436665 |
| 2020-04-01 | 83.9422115659 |
| 2020-05-01 | 85.1712033655 |
| 2020-06-01 | 91.2663358213 |
| 2020-07-01 | 92.1088235007 |
| 2020-08-01 | 95.2009910498 |
| 2020-09-01 | 93.4694799468 |
| 2020-10-01 | 100.9072719251 |
| 2020-11-01 | 103.6733499770 |
| 2020-12-01 | 105.5868937450 |
| 2021-01-01 | 107.2104353818 |
| 2021-02-01 | 108.4046748773 |
| 2021-03-01 | 109.1235492193 |
| 2021-04-01 | 108.9811222379 |
| 2021-05-01 | 107.9435380958 |
| 2021-06-01 | 110.9523770946 |
| 2021-07-01 | 111.9361828764 |
| 2021-08-01 | 112.1584676970 |
| 2021-09-01 | 109.8058024384 |
| 2021-10-01 | 114.7036444714 |
| 2021-11-01 | 115.9331902450 |
| 2021-12-01 | 117.6064792295 |
| 2022-01-01 | 118.9793981295 |
| 2022-02-01 | 122.6854015158 |
| 2022-03-01 | 122.0391090708 |
| 2022-04-01 | 121.7260630664 |
| 2022-05-01 | 121.1094216497 |
| 2022-06-01 | 122.2961529490 |
| 2022-07-01 | 119.5448125034 |
| 2022-08-01 | 118.9830439985 |
| 2022-09-01 | 117.1896721364 |
| 2022-10-01 | 117.6432429208 |
| 2022-11-01 | 115.0680990674 |
| 2022-12-01 | 114.6553136922 |
| 2023-01-01 | 114.4930734581 |
| 2023-02-01 | 113.3505732596 |
| 2023-03-01 | 111.9454042129 |
| 2023-04-01 | 111.7911314575 |
| 2023-05-01 | 110.3642223516 |
| 2023-06-01 | 108.7618732279 |
| 2023-07-01 | 109.2185396369 |
| 2023-08-01 | 107.6440462204 |
| 2023-09-01 | 107.4938407869 |
| 2023-10-01 | 106.0892656725 |
| 2023-11-01 | 107.5685501167 |
| 2023-12-01 | 104.5014641457 |
| 2024-01-01 | 104.1151048098 |
| 2024-02-01 | 103.4815894438 |
| 2024-03-01 | 104.1401540612 |
| 2024-04-01 | 103.4972080452 |
| 2024-05-01 | 103.2391852159 |
| 2024-06-01 | 101.6262772683 |
| 2024-07-01 | 102.5910584916 |
| 2024-08-01 | 103.0737228241 |
| 2024-09-01 | 104.2121359551 |
| 2024-10-01 | 103.1333169803 |
| 2024-11-01 | 104.1811555386 |
| 2024-12-01 | 103.4992022411 |
| 2025-01-01 | 102.9121358253 |
| 2025-02-01 | 103.2485877259 |
| 2025-03-01 | 103.3189761757 |
| 2025-04-01 | 102.7280636736 |
| 2025-05-01 | 103.8966003430 |
| 2025-06-01 | 103.9355730095 |
| 2025-07-01 | 102.2248335590 |
| 2025-08-01 | 100.5516159029 |
| 2025-09-01 | 103.2425672141 |
| 2025-10-01 | 105.7514999403 |
| 2025-11-01 | 103.9298245475 |
| 2025-12-01 | 106.1092401217 |
| 2026-01-01 | 107.0402954375 |
| 2026-02-01 | 107.4102397938 |
| 2026-03-01 | 108.0074608983 |
| 2026-04-01 | 110.4711097301 |
| 2026-05-01 | 110.5424342080 |
| 2026-06-01 | 110.7327576291 |
| 2026-07-01 | 112.9017517577 |
| 2026-08-01 | 113.6076887146 |