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 2026-07-01 |
| Last Updated | 2026-08-21 6:44 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 |
|---|---|
| 1990-01-01 | 50.0384040598960 |
| 1990-02-01 | 50.2941185986782 |
| 1990-03-01 | 50.5250394970944 |
| 1990-04-01 | 49.7303350374068 |
| 1990-05-01 | 49.6295490667191 |
| 1990-06-01 | 50.2059863444730 |
| 1990-07-01 | 49.0069508059630 |
| 1990-08-01 | 48.6887382538494 |
| 1990-09-01 | 48.3051636273510 |
| 1990-10-01 | 47.7465222277594 |
| 1990-11-01 | 47.9356456545191 |
| 1990-12-01 | 47.9180666521438 |
| 1991-01-01 | 46.7384904496056 |
| 1991-02-01 | 46.1300527648664 |
| 1991-03-01 | 46.3295688215030 |
| 1991-04-01 | 46.1256509106651 |
| 1991-05-01 | 46.2746067366663 |
| 1991-06-01 | 46.2101404742594 |
| 1991-07-01 | 45.3871827268009 |
| 1991-08-01 | 45.8401676169077 |
| 1991-09-01 | 45.9917510521345 |
| 1991-10-01 | 46.2311855285684 |
| 1991-11-01 | 46.1874210371740 |
| 1991-12-01 | 46.8843626858989 |
| 1992-01-01 | 48.5299223008277 |
| 1992-02-01 | 48.0861587766041 |
| 1992-03-01 | 47.8199843777838 |
| 1992-04-01 | 48.8501443325065 |
| 1992-05-01 | 48.7956080743275 |
| 1992-06-01 | 49.3342652584865 |
| 1992-07-01 | 50.5435139398730 |
| 1992-08-01 | 50.9160257241373 |
| 1992-09-01 | 51.6452932941830 |
| 1992-10-01 | 51.3669047735820 |
| 1992-11-01 | 51.4840094335708 |
| 1992-12-01 | 51.3238954230369 |
| 1993-01-01 | 52.2539275607254 |
| 1993-02-01 | 52.6481789247226 |
| 1993-03-01 | 52.4115181533232 |
| 1993-04-01 | 52.5940248360612 |
| 1993-05-01 | 53.2635046065711 |
| 1993-06-01 | 53.2396248941822 |
| 1993-07-01 | 54.0058714171964 |
| 1993-08-01 | 54.0615557603381 |
| 1993-09-01 | 54.2778886869247 |
| 1993-10-01 | 55.5709071539109 |
| 1993-11-01 | 56.4150856468103 |
| 1993-12-01 | 57.1386520324906 |
| 1994-01-01 | 56.6981112491282 |
| 1994-02-01 | 58.6226140375996 |
| 1994-03-01 | 61.3187757761666 |
| 1994-04-01 | 61.4102598714574 |
| 1994-05-01 | 61.7612471000168 |
| 1994-06-01 | 62.6504597604747 |
| 1994-07-01 | 63.4061489685594 |
| 1994-08-01 | 63.7690065906602 |
| 1994-09-01 | 64.5229686779468 |
| 1994-10-01 | 64.4738773382206 |
| 1994-11-01 | 65.0536937601853 |
| 1994-12-01 | 65.9756727845717 |
| 1995-01-01 | 65.6873018027901 |
| 1995-02-01 | 66.1365115027415 |
| 1995-03-01 | 66.1304968352198 |
| 1995-04-01 | 65.6281251584982 |
| 1995-05-01 | 66.2286367388919 |
| 1995-06-01 | 66.9125828127883 |
| 1995-07-01 | 67.1933382876530 |
| 1995-08-01 | 69.4368417027615 |
| 1995-09-01 | 69.4693892868175 |
| 1995-10-01 | 70.7743523610362 |
| 1995-11-01 | 71.1907458140714 |
| 1995-12-01 | 71.8085141830711 |
| 1996-01-01 | 69.3868944594549 |
| 1996-02-01 | 73.3284353808671 |
| 1996-03-01 | 72.4488656262180 |
| 1996-04-01 | 76.5191555789455 |
| 1996-05-01 | 76.6943090853517 |
| 1996-06-01 | 77.4797428167613 |
| 1996-07-01 | 77.5949192458036 |
| 1996-08-01 | 78.0701235717127 |
| 1996-09-01 | 78.2748640647515 |
| 1996-10-01 | 79.0584951953802 |
| 1996-11-01 | 79.9369716404114 |
| 1996-12-01 | 79.9572043552748 |
| 1997-01-01 | 81.2793420426128 |
| 1997-02-01 | 81.3701767024508 |
| 1997-03-01 | 81.4188350194874 |
| 1997-04-01 | 85.4438333899053 |
| 1997-05-01 | 86.2641743551935 |
| 1997-06-01 | 87.5519139554672 |
| 1997-07-01 | 88.8153842376155 |
| 1997-08-01 | 89.3177158983564 |
| 1997-09-01 | 90.3440043856669 |
| 1997-10-01 | 92.2093785975323 |
| 1997-11-01 | 93.1695411725999 |
| 1997-12-01 | 94.2359094094817 |
| 1998-01-01 | 93.7233300178832 |
| 1998-02-01 | 94.8853198787781 |
| 1998-03-01 | 94.7980360781973 |
| 1998-04-01 | 94.7943850398047 |
| 1998-05-01 | 96.5209886237974 |
| 1998-06-01 | 96.5958767645965 |
| 1998-07-01 | 96.3951328013952 |
| 1998-08-01 | 96.5689780851744 |
| 1998-09-01 | 96.1625768341532 |
| 1998-10-01 | 96.5430421674897 |
| 1998-11-01 | 97.0438554473670 |
| 1998-12-01 | 97.6384531213371 |
| 1999-01-01 | 98.9849187130609 |
| 1999-02-01 | 100.8494302161150 |
| 1999-03-01 | 100.9716484853800 |
| 1999-04-01 | 97.9507262502832 |
| 1999-05-01 | 96.3179040904022 |
| 1999-06-01 | 97.5340039511918 |
| 1999-07-01 | 98.4688596811895 |
| 1999-08-01 | 98.7341560561917 |
| 1999-09-01 | 99.2220862029838 |
| 1999-10-01 | 98.7509011953366 |
| 1999-11-01 | 98.7759297186026 |
| 1999-12-01 | 100.5632027510630 |
| 2000-01-01 | 103.8770479007960 |
| 2000-02-01 | 103.4297182732800 |
| 2000-03-01 | 104.6065179330650 |
| 2000-04-01 | 103.4906581201490 |
| 2000-05-01 | 102.6737034288180 |
| 2000-06-01 | 103.3198411185060 |
| 2000-07-01 | 105.8048086422300 |
| 2000-08-01 | 102.8646124025650 |
| 2000-09-01 | 102.7363724929290 |
| 2000-10-01 | 101.2865582674670 |
| 2000-11-01 | 100.6585728463860 |
| 2000-12-01 | 100.9603800294830 |
| 2001-01-01 | 100.9189072713900 |
| 2001-02-01 | 100.0881766889930 |
| 2001-03-01 | 98.7582666308924 |
| 2001-04-01 | 98.3399954611563 |
| 2001-05-01 | 97.7445817714109 |
| 2001-06-01 | 96.7799503396042 |
| 2001-07-01 | 90.5156264423791 |
| 2001-08-01 | 89.9639036201322 |
| 2001-09-01 | 89.6175681483935 |
| 2001-10-01 | 88.3738367523889 |
| 2001-11-01 | 86.5696082506055 |
| 2001-12-01 | 84.5995572910748 |
| 2002-01-01 | 83.1245201704520 |
| 2002-02-01 | 82.4333106005897 |
| 2002-03-01 | 83.5625000981968 |
| 2002-04-01 | 84.9585097814179 |
| 2002-05-01 | 85.2957813762514 |
| 2002-06-01 | 85.8397301027612 |
| 2002-07-01 | 84.8940877242805 |
| 2002-08-01 | 85.5077929020539 |
| 2002-09-01 | 84.6976694211668 |
| 2002-10-01 | 84.2687819327443 |
| 2002-11-01 | 84.5800839536537 |
| 2002-12-01 | 84.1714018299900 |
| 2003-01-01 | 82.6345628437159 |
| 2003-02-01 | 79.8421880302014 |
| 2003-03-01 | 81.4944404816095 |
| 2003-04-01 | 81.2983227839256 |
| 2003-05-01 | 81.6903366817242 |
| 2003-06-01 | 80.8148056306915 |
| 2003-07-01 | 81.0231582628440 |
| 2003-08-01 | 81.8729554104330 |
| 2003-09-01 | 82.9292775098121 |
| 2003-10-01 | 83.9791844293041 |
| 2003-11-01 | 84.7018376210312 |
| 2003-12-01 | 85.6060713375253 |
| 2004-01-01 | 86.8652947109976 |
| 2004-02-01 | 87.7183598815268 |
| 2004-03-01 | 88.5934153751059 |
| 2004-04-01 | 88.2720145040652 |
| 2004-05-01 | 89.0224108253508 |
| 2004-06-01 | 89.8635210074759 |
| 2004-07-01 | 90.7099172691202 |
| 2004-08-01 | 90.3324565227267 |
| 2004-09-01 | 90.1786051725725 |
| 2004-10-01 | 91.3357831266021 |
| 2004-11-01 | 91.1705025577659 |
| 2004-12-01 | 91.6628072687666 |
| 2005-01-01 | 94.5512814594497 |
| 2005-02-01 | 94.9159741383698 |
| 2005-03-01 | 92.7089784889765 |
| 2005-04-01 | 94.2807498528121 |
| 2005-05-01 | 93.3629090314582 |
| 2005-06-01 | 93.8511085689003 |
| 2005-07-01 | 94.4233392772034 |
| 2005-08-01 | 94.1860517456008 |
| 2005-09-01 | 94.4921124549625 |
| 2005-10-01 | 94.7456737150809 |
| 2005-11-01 | 94.8263849707639 |
| 2005-12-01 | 94.7760802034904 |
| 2006-01-01 | 94.2569297373016 |
| 2006-02-01 | 94.7222627086339 |
| 2006-03-01 | 94.6864512507356 |
| 2006-04-01 | 94.1352250574090 |
| 2006-05-01 | 95.1913124392921 |
| 2006-06-01 | 95.5703664443826 |
| 2006-07-01 | 95.6631563282442 |
| 2006-08-01 | 96.4621126611698 |
| 2006-09-01 | 97.0178955403242 |
| 2006-10-01 | 97.3761938942903 |
| 2006-11-01 | 97.8297937644253 |
| 2006-12-01 | 97.7961082690558 |
| 2007-01-01 | 97.6948856524665 |
| 2007-02-01 | 98.0496293169652 |
| 2007-03-01 | 99.0786029216726 |
| 2007-04-01 | 99.4059059975359 |
| 2007-05-01 | 100.0296412288560 |
| 2007-06-01 | 100.7018564985780 |
| 2007-07-01 | 99.8979553237516 |
| 2007-08-01 | 99.4954423756117 |
| 2007-09-01 | 99.6914238225645 |
| 2007-10-01 | 97.8814872160489 |
| 2007-11-01 | 98.3380367887260 |
| 2007-12-01 | 98.8550734848097 |
| 2008-01-01 | 98.3088760746319 |
| 2008-02-01 | 97.2151127008890 |
| 2008-03-01 | 96.2389241727970 |
| 2008-04-01 | 96.0874995011993 |
| 2008-05-01 | 94.9929581547757 |
| 2008-06-01 | 92.6339833728091 |
| 2008-07-01 | 94.5738488669932 |
| 2008-08-01 | 94.0453242765256 |
| 2008-09-01 | 92.2666989425137 |
| 2008-10-01 | 88.4168183654467 |
| 2008-11-01 | 85.1638924407784 |
| 2008-12-01 | 82.8815716424190 |
| 2009-01-01 | 80.2988003840895 |
| 2009-02-01 | 78.2444958891290 |
| 2009-03-01 | 75.8366297714743 |
| 2009-04-01 | 73.1670326369656 |
| 2009-05-01 | 73.0977104633285 |
| 2009-06-01 | 72.4302600700482 |
| 2009-07-01 | 72.5226563751877 |
| 2009-08-01 | 73.9362240465125 |
| 2009-09-01 | 74.7968092740712 |
| 2009-10-01 | 76.7641723187827 |
| 2009-11-01 | 78.2388256978193 |
| 2009-12-01 | 79.3358277848374 |
| 2010-01-01 | 81.0078738200562 |
| 2010-02-01 | 82.1031016492772 |
| 2010-03-01 | 84.4315743575109 |
| 2010-04-01 | 87.6199800526525 |
| 2010-05-01 | 87.7635595038666 |
| 2010-06-01 | 88.8868277956843 |
| 2010-07-01 | 89.4931198073800 |
| 2010-08-01 | 90.2788339270970 |
| 2010-09-01 | 91.4994708617455 |
| 2010-10-01 | 93.4560259064090 |
| 2010-11-01 | 95.3198676882463 |
| 2010-12-01 | 98.2505415330441 |
| 2011-01-01 | 97.6921226384981 |
| 2011-02-01 | 99.1981436083236 |
| 2011-03-01 | 99.5255500231016 |
| 2011-04-01 | 100.6041786204440 |
| 2011-05-01 | 101.1232453131520 |
| 2011-06-01 | 101.1313471749630 |
| 2011-07-01 | 101.3747803513240 |
| 2011-08-01 | 101.9699868998940 |
| 2011-09-01 | 104.3098818774210 |
| 2011-10-01 | 101.2737920738110 |
| 2011-11-01 | 100.6850881724250 |
| 2011-12-01 | 100.7082077302550 |
| 2012-01-01 | 100.9381688596870 |
| 2012-02-01 | 100.5003434483670 |
| 2012-03-01 | 100.5506582349920 |
| 2012-04-01 | 99.9069555530800 |
| 2012-05-01 | 100.0186117713090 |
| 2012-06-01 | 99.7998126830092 |
| 2012-07-01 | 100.6954799660640 |
| 2012-08-01 | 100.1838483843350 |
| 2012-09-01 | 102.0114435703830 |
| 2012-10-01 | 99.6574970629254 |
| 2012-11-01 | 98.2958436860285 |
| 2012-12-01 | 99.9615691221765 |
| 2013-01-01 | 100.5043878748270 |
| 2013-02-01 | 101.5438946697310 |
| 2013-03-01 | 101.1660054242250 |
| 2013-04-01 | 100.2430587509270 |
| 2013-05-01 | 101.4081026002230 |
| 2013-06-01 | 103.0246735623050 |
| 2013-07-01 | 105.4229631207320 |
| 2013-08-01 | 106.9115587691270 |
| 2013-09-01 | 104.0894529106980 |
| 2013-10-01 | 103.8799939188830 |
| 2013-11-01 | 104.0840928371130 |
| 2013-12-01 | 103.5760899468090 |
| 2014-01-01 | 103.1457969920270 |
| 2014-02-01 | 103.4284036910460 |
| 2014-03-01 | 105.2906228527290 |
| 2014-04-01 | 107.2529288908740 |
| 2014-05-01 | 108.7981128573390 |
| 2014-06-01 | 109.8808966722410 |
| 2014-07-01 | 109.6871728369460 |
| 2014-08-01 | 111.8922947746660 |
| 2014-09-01 | 111.6246317411860 |
| 2014-10-01 | 112.1539609042080 |
| 2014-11-01 | 114.1766005025200 |
| 2014-12-01 | 115.5569562361150 |
| 2015-01-01 | 116.1585637571340 |
| 2015-02-01 | 116.3533338488000 |
| 2015-03-01 | 116.4904822323820 |
| 2015-04-01 | 115.4271064090420 |
| 2015-05-01 | 115.6575195014470 |
| 2015-06-01 | 115.9810567711180 |
| 2015-07-01 | 116.4838097952970 |
| 2015-08-01 | 116.4758863070780 |
| 2015-09-01 | 116.7197096205560 |
| 2015-10-01 | 120.0786726450650 |
| 2015-11-01 | 121.5203398666680 |
| 2015-12-01 | 123.6310619895740 |
| 2016-01-01 | 118.8159801799610 |
| 2016-02-01 | 117.9467197569080 |
| 2016-03-01 | 116.9650978957740 |
| 2016-04-01 | 118.3365540024940 |
| 2016-05-01 | 116.9813071214480 |
| 2016-06-01 | 115.3306943096440 |
| 2016-07-01 | 117.9465602867850 |
| 2016-08-01 | 116.6605983762530 |
| 2016-09-01 | 119.7233737942210 |
| 2016-10-01 | 118.8201169323480 |
| 2016-11-01 | 117.4189049801790 |
| 2016-12-01 | 118.6217485013710 |
| 2017-01-01 | 119.0071877400990 |
| 2017-02-01 | 117.7702131206850 |
| 2017-03-01 | 117.4693833625630 |
| 2017-04-01 | 116.5201013696920 |
| 2017-05-01 | 117.6112042301030 |
| 2017-06-01 | 116.8498712827990 |
| 2017-07-01 | 116.8246706931920 |
| 2017-08-01 | 116.7139029009390 |
| 2017-09-01 | 119.0080708011770 |
| 2017-10-01 | 115.8719711218630 |
| 2017-11-01 | 116.5273188489680 |
| 2017-12-01 | 116.5736356679800 |
| 2018-01-01 | 117.3474872037990 |
| 2018-02-01 | 117.4289680284370 |
| 2018-03-01 | 118.2118875055970 |
| 2018-04-01 | 119.3175464412920 |
| 2018-05-01 | 118.8018108206580 |
| 2018-06-01 | 118.1143483616530 |
| 2018-07-01 | 117.5349387580890 |
| 2018-08-01 | 118.0280933529400 |
| 2018-09-01 | 118.4509591966380 |
| 2018-10-01 | 118.1973765727240 |
| 2018-11-01 | 117.1122421957700 |
| 2018-12-01 | 116.9855224308910 |
| 2019-01-01 | 117.9207299473850 |
| 2019-02-01 | 118.7431844911670 |
| 2019-03-01 | 119.5132547830600 |
| 2019-04-01 | 119.9550821222220 |
| 2019-05-01 | 120.0582673858940 |
| 2019-06-01 | 120.1011307232520 |
| 2019-07-01 | 120.8934668455980 |
| 2019-08-01 | 123.2747568491370 |
| 2019-09-01 | 120.3375988075360 |
| 2019-10-01 | 119.3972293056820 |
| 2019-11-01 | 120.5367100017340 |
| 2019-12-01 | 120.0763443366150 |
| 2020-01-01 | 117.9709200064820 |
| 2020-02-01 | 117.8331795335210 |
| 2020-03-01 | 116.6507698728950 |
| 2020-04-01 | 83.9422025090568 |
| 2020-05-01 | 85.1686731452962 |
| 2020-06-01 | 91.2666477935285 |
| 2020-07-01 | 92.1090771682135 |
| 2020-08-01 | 95.2011433392262 |
| 2020-09-01 | 93.4703907262868 |
| 2020-10-01 | 100.9077619723240 |
| 2020-11-01 | 103.6739172067670 |
| 2020-12-01 | 105.5874243897130 |
| 2021-01-01 | 107.2108291849110 |
| 2021-02-01 | 108.4028201481020 |
| 2021-03-01 | 109.1242492338840 |
| 2021-04-01 | 108.9818610357390 |
| 2021-05-01 | 107.9403976433120 |
| 2021-06-01 | 110.9528348843910 |
| 2021-07-01 | 111.9361036971260 |
| 2021-08-01 | 112.1577716915370 |
| 2021-09-01 | 109.8058874978370 |
| 2021-10-01 | 114.7029475922190 |
| 2021-11-01 | 115.9361385355700 |
| 2021-12-01 | 117.6074758662040 |
| 2022-01-01 | 118.9814801478340 |
| 2022-02-01 | 122.6842706255820 |
| 2022-03-01 | 122.0418796549850 |
| 2022-04-01 | 121.7270596946550 |
| 2022-05-01 | 121.1044632720140 |
| 2022-06-01 | 122.2938796368510 |
| 2022-07-01 | 119.5396113436510 |
| 2022-08-01 | 118.9786120051110 |
| 2022-09-01 | 117.1877206226930 |
| 2022-10-01 | 117.6425878615330 |
| 2022-11-01 | 115.0756715592910 |
| 2022-12-01 | 114.6599283473560 |
| 2023-01-01 | 114.5012767770480 |
| 2023-02-01 | 113.3571598901500 |
| 2023-03-01 | 111.9514734877310 |
| 2023-04-01 | 111.7902250119430 |
| 2023-05-01 | 110.3537003751250 |
| 2023-06-01 | 108.7520729682980 |
| 2023-07-01 | 109.1910096333650 |
| 2023-08-01 | 107.6350031079990 |
| 2023-09-01 | 107.4991857055770 |
| 2023-10-01 | 106.0821490583680 |
| 2023-11-01 | 107.5879248830270 |
| 2023-12-01 | 104.5168881974820 |
| 2024-01-01 | 104.1367231235830 |
| 2024-02-01 | 103.5022987312970 |
| 2024-03-01 | 104.1525782314920 |
| 2024-04-01 | 103.4886494719040 |
| 2024-05-01 | 103.2214324066310 |
| 2024-06-01 | 101.6017274926970 |
| 2024-07-01 | 102.4872894792330 |
| 2024-08-01 | 103.0840228572410 |
| 2024-09-01 | 104.2375472835420 |
| 2024-10-01 | 103.1259454353230 |
| 2024-11-01 | 104.2113800567790 |
| 2024-12-01 | 103.5326861884980 |
| 2025-01-01 | 102.9527370208080 |
| 2025-02-01 | 103.2886683362750 |
| 2025-03-01 | 103.3420325856000 |
| 2025-04-01 | 102.7154658686850 |
| 2025-05-01 | 103.8721649467170 |
| 2025-06-01 | 103.8917713441700 |
| 2025-07-01 | 102.0310152388800 |
| 2025-08-01 | 100.5412668718060 |
| 2025-09-01 | 103.2996346416240 |
| 2025-10-01 | 105.7451949105190 |
| 2025-11-01 | 103.9762226705260 |
| 2025-12-01 | 106.1664537315230 |
| 2026-01-01 | 107.1046371676090 |
| 2026-02-01 | 107.4722134833840 |
| 2026-03-01 | 108.0453608543070 |
| 2026-04-01 | 110.4576258249160 |
| 2026-05-01 | 110.5178060532100 |
| 2026-06-01 | 110.6717347709860 |
| 2026-07-01 | 112.9233617929290 |