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 2026-02-01 |
| Last Updated | 2026-04-23 11:10 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 | 50.0384014912271 |
| 1990-02-01 | 50.2941174843476 |
| 1990-03-01 | 50.5250392129677 |
| 1990-04-01 | 49.7303345587510 |
| 1990-05-01 | 49.6295485799142 |
| 1990-06-01 | 50.2059856551921 |
| 1990-07-01 | 49.0069509213131 |
| 1990-08-01 | 48.6887380177796 |
| 1990-09-01 | 48.3051640303534 |
| 1990-10-01 | 47.7465218853892 |
| 1990-11-01 | 47.9356449418690 |
| 1990-12-01 | 47.9180726389967 |
| 1991-01-01 | 46.7384877612916 |
| 1991-02-01 | 46.1300517653978 |
| 1991-03-01 | 46.3295685682132 |
| 1991-04-01 | 46.1256504058740 |
| 1991-05-01 | 46.2746061933397 |
| 1991-06-01 | 46.2101398449029 |
| 1991-07-01 | 45.3871828832437 |
| 1991-08-01 | 45.8401675947820 |
| 1991-09-01 | 45.9917519237671 |
| 1991-10-01 | 46.2311855486671 |
| 1991-11-01 | 46.1874207753330 |
| 1991-12-01 | 46.8843679415573 |
| 1992-01-01 | 48.5299175118488 |
| 1992-02-01 | 48.0861579489151 |
| 1992-03-01 | 47.8199844443814 |
| 1992-04-01 | 48.8501435834056 |
| 1992-05-01 | 48.7956074426033 |
| 1992-06-01 | 49.3342648518609 |
| 1992-07-01 | 50.5435143643804 |
| 1992-08-01 | 50.9160262918628 |
| 1992-09-01 | 51.6452954231624 |
| 1992-10-01 | 51.3669056126598 |
| 1992-11-01 | 51.4840094447481 |
| 1992-12-01 | 51.3238998121834 |
| 1993-01-01 | 52.2539200930705 |
| 1993-02-01 | 52.6481773305932 |
| 1993-03-01 | 52.4115180364266 |
| 1993-04-01 | 52.5940239694401 |
| 1993-05-01 | 53.2635040410911 |
| 1993-06-01 | 53.2396247172662 |
| 1993-07-01 | 54.0058723935462 |
| 1993-08-01 | 54.0615581486264 |
| 1993-09-01 | 54.2778914458517 |
| 1993-10-01 | 55.5709094976937 |
| 1993-11-01 | 56.4150883801921 |
| 1993-12-01 | 57.1386577511119 |
| 1994-01-01 | 56.6980891031654 |
| 1994-02-01 | 58.6226167425634 |
| 1994-03-01 | 61.3187778418275 |
| 1994-04-01 | 61.4102541892863 |
| 1994-05-01 | 61.7612487600725 |
| 1994-06-01 | 62.6504616896528 |
| 1994-07-01 | 63.4061511545007 |
| 1994-08-01 | 63.7690110670418 |
| 1994-09-01 | 64.5229723609856 |
| 1994-10-01 | 64.4738809480711 |
| 1994-11-01 | 65.0536982213065 |
| 1994-12-01 | 65.9756794371703 |
| 1995-01-01 | 65.6872623906583 |
| 1995-02-01 | 66.1365203850087 |
| 1995-03-01 | 66.1305018320904 |
| 1995-04-01 | 65.6281143065449 |
| 1995-05-01 | 66.2286417672439 |
| 1995-06-01 | 66.9125875543637 |
| 1995-07-01 | 67.1933418824222 |
| 1995-08-01 | 69.4368480698911 |
| 1995-09-01 | 69.4693900332710 |
| 1995-10-01 | 70.7743563563388 |
| 1995-11-01 | 71.1907517661368 |
| 1995-12-01 | 71.8085220481737 |
| 1996-01-01 | 69.3868385889950 |
| 1996-02-01 | 73.3284533468701 |
| 1996-03-01 | 72.4488762437437 |
| 1996-04-01 | 76.5191391977917 |
| 1996-05-01 | 76.6943203345390 |
| 1996-06-01 | 77.4797526613119 |
| 1996-07-01 | 77.5949244864583 |
| 1996-08-01 | 78.0701282348061 |
| 1996-09-01 | 78.2748606803643 |
| 1996-10-01 | 79.0584974733935 |
| 1996-11-01 | 79.9369713766097 |
| 1996-12-01 | 79.9572018136396 |
| 1997-01-01 | 81.2792918618276 |
| 1997-02-01 | 81.3701930758481 |
| 1997-03-01 | 81.4188489383058 |
| 1997-04-01 | 85.4438208570162 |
| 1997-05-01 | 86.2642195188143 |
| 1997-06-01 | 87.5519190728014 |
| 1997-07-01 | 88.8153829393479 |
| 1997-08-01 | 89.3177119446183 |
| 1997-09-01 | 90.3439886558898 |
| 1997-10-01 | 92.2093729762198 |
| 1997-11-01 | 93.1695305647176 |
| 1997-12-01 | 94.2358958165241 |
| 1998-01-01 | 93.7232897602540 |
| 1998-02-01 | 94.8853364647708 |
| 1998-03-01 | 94.7980571244726 |
| 1998-04-01 | 94.7943930941158 |
| 1998-05-01 | 96.5210903381378 |
| 1998-06-01 | 96.5958857921137 |
| 1998-07-01 | 96.3950981736157 |
| 1998-08-01 | 96.5689574986780 |
| 1998-09-01 | 96.1625448955251 |
| 1998-10-01 | 96.5430192633604 |
| 1998-11-01 | 97.0438296689399 |
| 1998-12-01 | 97.6384250411665 |
| 1999-01-01 | 98.9848937304291 |
| 1999-02-01 | 100.8494492540290 |
| 1999-03-01 | 100.9716798913360 |
| 1999-04-01 | 97.9507641176359 |
| 1999-05-01 | 96.3180803863264 |
| 1999-06-01 | 97.5340723739841 |
| 1999-07-01 | 98.4687295136674 |
| 1999-08-01 | 98.7340941125485 |
| 1999-09-01 | 99.2220321969287 |
| 1999-10-01 | 98.7508574448638 |
| 1999-11-01 | 98.7758942527439 |
| 1999-12-01 | 100.5631811144490 |
| 2000-01-01 | 103.8770256672920 |
| 2000-02-01 | 103.4297429455040 |
| 2000-03-01 | 104.6065716223050 |
| 2000-04-01 | 103.4907436203530 |
| 2000-05-01 | 102.6739096166490 |
| 2000-06-01 | 103.3199987457650 |
| 2000-07-01 | 105.8045792049690 |
| 2000-08-01 | 102.8645072367000 |
| 2000-09-01 | 102.7362970872860 |
| 2000-10-01 | 101.2864983639490 |
| 2000-11-01 | 100.6585339932500 |
| 2000-12-01 | 100.9603685023780 |
| 2001-01-01 | 100.9188953109500 |
| 2001-02-01 | 100.0882003694850 |
| 2001-03-01 | 98.7583339575096 |
| 2001-04-01 | 98.3400949551313 |
| 2001-05-01 | 97.7447684714709 |
| 2001-06-01 | 96.7801560995278 |
| 2001-07-01 | 90.5153959610149 |
| 2001-08-01 | 89.9637808766698 |
| 2001-09-01 | 89.6174943953057 |
| 2001-10-01 | 88.3737837131344 |
| 2001-11-01 | 86.5695811008888 |
| 2001-12-01 | 84.5995646474139 |
| 2002-01-01 | 83.1245235035783 |
| 2002-02-01 | 82.4333246107292 |
| 2002-03-01 | 83.5625621733987 |
| 2002-04-01 | 84.9585943474620 |
| 2002-05-01 | 85.2958883002997 |
| 2002-06-01 | 85.8398607596748 |
| 2002-07-01 | 84.8939451882335 |
| 2002-08-01 | 85.5076951953796 |
| 2002-09-01 | 84.6976031341068 |
| 2002-10-01 | 84.2687395206937 |
| 2002-11-01 | 84.5800663867394 |
| 2002-12-01 | 84.1714101649952 |
| 2003-01-01 | 82.6345744391349 |
| 2003-02-01 | 79.8421986477269 |
| 2003-03-01 | 81.4944957357496 |
| 2003-04-01 | 81.2983721347190 |
| 2003-05-01 | 81.6903983149904 |
| 2003-06-01 | 80.8148659526665 |
| 2003-07-01 | 81.0230931123939 |
| 2003-08-01 | 81.8728943586727 |
| 2003-09-01 | 82.9292294542675 |
| 2003-10-01 | 83.9791564823279 |
| 2003-11-01 | 84.7018279837245 |
| 2003-12-01 | 85.6060777843984 |
| 2004-01-01 | 86.8653081436810 |
| 2004-02-01 | 87.7183686738381 |
| 2004-03-01 | 88.5934651522526 |
| 2004-04-01 | 88.2720359925833 |
| 2004-05-01 | 89.0224367637716 |
| 2004-06-01 | 89.8635258788635 |
| 2004-07-01 | 90.7099057462751 |
| 2004-08-01 | 90.3324312010781 |
| 2004-09-01 | 90.1785737869042 |
| 2004-10-01 | 91.3357672503264 |
| 2004-11-01 | 91.1704968680101 |
| 2004-12-01 | 91.6628052307252 |
| 2005-01-01 | 94.5512907476889 |
| 2005-02-01 | 94.9159802909974 |
| 2005-03-01 | 92.7090229776448 |
| 2005-04-01 | 94.2807473824513 |
| 2005-05-01 | 93.3629193224899 |
| 2005-06-01 | 93.8511059577315 |
| 2005-07-01 | 94.4233322456986 |
| 2005-08-01 | 94.1860415248968 |
| 2005-09-01 | 94.4920987856403 |
| 2005-10-01 | 94.7456672669555 |
| 2005-11-01 | 94.8263816291400 |
| 2005-12-01 | 94.7760781485148 |
| 2006-01-01 | 94.2569348048153 |
| 2006-02-01 | 94.7222667496351 |
| 2006-03-01 | 94.6864796949497 |
| 2006-04-01 | 94.1352198466708 |
| 2006-05-01 | 95.1913145975517 |
| 2006-06-01 | 95.5703624760457 |
| 2006-07-01 | 95.6631518587829 |
| 2006-08-01 | 96.4621082977613 |
| 2006-09-01 | 97.0178911507841 |
| 2006-10-01 | 97.3761916441466 |
| 2006-11-01 | 97.8297919856536 |
| 2006-12-01 | 97.7961069061021 |
| 2007-01-01 | 97.6948882387840 |
| 2007-02-01 | 98.0496319026584 |
| 2007-03-01 | 99.0786185373307 |
| 2007-04-01 | 99.4059021127717 |
| 2007-05-01 | 100.0296418791650 |
| 2007-06-01 | 100.7018541759730 |
| 2007-07-01 | 99.8979521609605 |
| 2007-08-01 | 99.4954392845799 |
| 2007-09-01 | 99.6914238171358 |
| 2007-10-01 | 97.8814861402551 |
| 2007-11-01 | 98.3380361298032 |
| 2007-12-01 | 98.8550737681602 |
| 2008-01-01 | 98.3088775046814 |
| 2008-02-01 | 97.2151150596054 |
| 2008-03-01 | 96.2389266891141 |
| 2008-04-01 | 96.0874975493438 |
| 2008-05-01 | 94.9929581626955 |
| 2008-06-01 | 92.6339829145596 |
| 2008-07-01 | 94.5738482808417 |
| 2008-08-01 | 94.0453235917232 |
| 2008-09-01 | 92.2666999802849 |
| 2008-10-01 | 88.4168185224778 |
| 2008-11-01 | 85.1638929372557 |
| 2008-12-01 | 82.8815703734074 |
| 2009-01-01 | 80.2988012630993 |
| 2009-02-01 | 78.2444967313127 |
| 2009-03-01 | 75.8366303898288 |
| 2009-04-01 | 73.1670285852572 |
| 2009-05-01 | 73.0977104920676 |
| 2009-06-01 | 72.4302603359762 |
| 2009-07-01 | 72.5226571211523 |
| 2009-08-01 | 73.9362247597814 |
| 2009-09-01 | 74.7968109427423 |
| 2009-10-01 | 76.7641731721459 |
| 2009-11-01 | 78.2388267141246 |
| 2009-12-01 | 79.3358253731816 |
| 2010-01-01 | 81.0078751461793 |
| 2010-02-01 | 82.1031020506174 |
| 2010-03-01 | 84.4315734314686 |
| 2010-04-01 | 87.6199734557931 |
| 2010-05-01 | 87.7635584219814 |
| 2010-06-01 | 88.8868281685022 |
| 2010-07-01 | 89.4931217713649 |
| 2010-08-01 | 90.2788359212893 |
| 2010-09-01 | 91.4994754296446 |
| 2010-10-01 | 93.4560283050958 |
| 2010-11-01 | 95.3198673408276 |
| 2010-12-01 | 98.2505386029254 |
| 2011-01-01 | 97.6921266267855 |
| 2011-02-01 | 99.1981462400823 |
| 2011-03-01 | 99.5255507346770 |
| 2011-04-01 | 100.6041550072710 |
| 2011-05-01 | 101.1232438454570 |
| 2011-06-01 | 101.1313461644000 |
| 2011-07-01 | 101.3747826065930 |
| 2011-08-01 | 101.9699951760900 |
| 2011-09-01 | 104.3098928460800 |
| 2011-10-01 | 101.2737990075040 |
| 2011-11-01 | 100.6850884674820 |
| 2011-12-01 | 100.7082111546360 |
| 2012-01-01 | 100.9381751940270 |
| 2012-02-01 | 100.5003450053170 |
| 2012-03-01 | 100.5506536649140 |
| 2012-04-01 | 99.9069057440718 |
| 2012-05-01 | 100.0185964609800 |
| 2012-06-01 | 99.7998022400367 |
| 2012-07-01 | 100.6954869659790 |
| 2012-08-01 | 100.1838788447620 |
| 2012-09-01 | 102.0114803762060 |
| 2012-10-01 | 99.6575238109839 |
| 2012-11-01 | 98.2958494475558 |
| 2012-12-01 | 99.9615738751083 |
| 2013-01-01 | 100.5043879250240 |
| 2013-02-01 | 101.5438860165330 |
| 2013-03-01 | 101.1659807527380 |
| 2013-04-01 | 100.2429621494130 |
| 2013-05-01 | 101.4080529122440 |
| 2013-06-01 | 103.0246393857890 |
| 2013-07-01 | 105.4229768821560 |
| 2013-08-01 | 106.9116264509670 |
| 2013-09-01 | 104.0896222383870 |
| 2013-10-01 | 103.8800365527360 |
| 2013-11-01 | 104.0841283844130 |
| 2013-12-01 | 103.5760665397670 |
| 2014-01-01 | 103.1457659675330 |
| 2014-02-01 | 103.4283666945230 |
| 2014-03-01 | 105.2905419023270 |
| 2014-04-01 | 107.2527690598740 |
| 2014-05-01 | 108.7979831231670 |
| 2014-06-01 | 109.8808698319200 |
| 2014-07-01 | 109.6870905031310 |
| 2014-08-01 | 111.8924370046320 |
| 2014-09-01 | 111.6252919275420 |
| 2014-10-01 | 112.1539083765850 |
| 2014-11-01 | 114.1766074175760 |
| 2014-12-01 | 115.5568724681310 |
| 2015-01-01 | 116.1584591451430 |
| 2015-02-01 | 116.3532589477860 |
| 2015-03-01 | 116.4903575383230 |
| 2015-04-01 | 115.4269076815330 |
| 2015-05-01 | 115.6573084184800 |
| 2015-06-01 | 115.9809670657330 |
| 2015-07-01 | 116.4834248020630 |
| 2015-08-01 | 116.4758423081000 |
| 2015-09-01 | 116.7209685561810 |
| 2015-10-01 | 120.0785489732950 |
| 2015-11-01 | 121.5206520788360 |
| 2015-12-01 | 123.6315245963460 |
| 2016-01-01 | 118.8164297175700 |
| 2016-02-01 | 117.9467930081300 |
| 2016-03-01 | 116.9644258983380 |
| 2016-04-01 | 118.3352925778830 |
| 2016-05-01 | 116.9799832829120 |
| 2016-06-01 | 115.3299994795720 |
| 2016-07-01 | 117.9459494870070 |
| 2016-08-01 | 116.6608789735280 |
| 2016-09-01 | 119.7256764905580 |
| 2016-10-01 | 118.8206165492850 |
| 2016-11-01 | 117.4201895946390 |
| 2016-12-01 | 118.6236261114880 |
| 2017-01-01 | 119.0089216706770 |
| 2017-02-01 | 117.7703792924590 |
| 2017-03-01 | 117.4669967097540 |
| 2017-04-01 | 116.5158752723910 |
| 2017-05-01 | 117.6069414870840 |
| 2017-06-01 | 116.8477198381940 |
| 2017-07-01 | 116.8247771127690 |
| 2017-08-01 | 116.7150931212350 |
| 2017-09-01 | 119.0119880847740 |
| 2017-10-01 | 115.8743021414700 |
| 2017-11-01 | 116.5310731753550 |
| 2017-12-01 | 116.5777885215750 |
| 2018-01-01 | 117.3503381040740 |
| 2018-02-01 | 117.4303953686710 |
| 2018-03-01 | 118.2121259073600 |
| 2018-04-01 | 119.3024096745740 |
| 2018-05-01 | 118.7819252928890 |
| 2018-06-01 | 118.1159740663370 |
| 2018-07-01 | 117.5409583257360 |
| 2018-08-01 | 118.0320509319080 |
| 2018-09-01 | 118.4588822732910 |
| 2018-10-01 | 118.2031448606410 |
| 2018-11-01 | 117.1181775074600 |
| 2018-12-01 | 116.9902714338710 |
| 2019-01-01 | 117.9234547100270 |
| 2019-02-01 | 118.7446757746040 |
| 2019-03-01 | 119.5140857943110 |
| 2019-04-01 | 119.9260648625500 |
| 2019-05-01 | 120.0323360255410 |
| 2019-06-01 | 120.1043709417170 |
| 2019-07-01 | 120.9039586114850 |
| 2019-08-01 | 123.2801607961390 |
| 2019-09-01 | 120.3528777893990 |
| 2019-10-01 | 119.4033603576640 |
| 2019-11-01 | 120.5432013019590 |
| 2019-12-01 | 120.0822087972330 |
| 2020-01-01 | 117.9758239790380 |
| 2020-02-01 | 117.8338489218770 |
| 2020-03-01 | 116.6582913430010 |
| 2020-04-01 | 83.9146226095495 |
| 2020-05-01 | 85.1448030910226 |
| 2020-06-01 | 91.2660325369300 |
| 2020-07-01 | 92.1159193472550 |
| 2020-08-01 | 95.2055901802377 |
| 2020-09-01 | 93.4890901837439 |
| 2020-10-01 | 100.9148778777870 |
| 2020-11-01 | 103.6789849460890 |
| 2020-12-01 | 105.5926397199550 |
| 2021-01-01 | 107.2171824219920 |
| 2021-02-01 | 108.4025911948590 |
| 2021-03-01 | 109.1323272958710 |
| 2021-04-01 | 108.9509298899990 |
| 2021-05-01 | 107.9213846138070 |
| 2021-06-01 | 110.9320066864870 |
| 2021-07-01 | 111.9309656667640 |
| 2021-08-01 | 112.1642787639310 |
| 2021-09-01 | 109.8378324756080 |
| 2021-10-01 | 114.7126529113330 |
| 2021-11-01 | 115.9423565541680 |
| 2021-12-01 | 117.6055934883240 |
| 2022-01-01 | 118.9842871246350 |
| 2022-02-01 | 122.6758350853720 |
| 2022-03-01 | 122.0620869658890 |
| 2022-04-01 | 121.7400298732780 |
| 2022-05-01 | 121.1424742932770 |
| 2022-06-01 | 122.0859616551510 |
| 2022-07-01 | 119.5759302811420 |
| 2022-08-01 | 119.0125889487030 |
| 2022-09-01 | 117.2617677265980 |
| 2022-10-01 | 117.6553603531570 |
| 2022-11-01 | 115.0819358978540 |
| 2022-12-01 | 114.6310231685550 |
| 2023-01-01 | 114.4726431618090 |
| 2023-02-01 | 113.3309794906590 |
| 2023-03-01 | 111.9588635978000 |
| 2023-04-01 | 111.8179893681510 |
| 2023-05-01 | 110.5577038667140 |
| 2023-06-01 | 108.3670023593210 |
| 2023-07-01 | 109.2697361171150 |
| 2023-08-01 | 107.7067382752350 |
| 2023-09-01 | 107.6314581999860 |
| 2023-10-01 | 106.0701502166970 |
| 2023-11-01 | 107.5702393821820 |
| 2023-12-01 | 104.4765531206960 |
| 2024-01-01 | 104.0702500479760 |
| 2024-02-01 | 103.3869628230010 |
| 2024-03-01 | 104.0651406478380 |
| 2024-04-01 | 103.7186171518600 |
| 2024-05-01 | 103.6352487205040 |
| 2024-06-01 | 100.8720072153540 |
| 2024-07-01 | 102.6925889646840 |
| 2024-08-01 | 103.2248452734450 |
| 2024-09-01 | 104.4156347670220 |
| 2024-10-01 | 103.0748871247650 |
| 2024-11-01 | 104.1624140330810 |
| 2024-12-01 | 103.4885871376490 |
| 2025-01-01 | 102.8514730323990 |
| 2025-02-01 | 103.0758205873540 |
| 2025-03-01 | 103.0875417789420 |
| 2025-04-01 | 103.2119438328200 |
| 2025-05-01 | 104.4327208008970 |
| 2025-06-01 | 102.9273040903230 |
| 2025-07-01 | 102.3438446329270 |
| 2025-08-01 | 100.7304477165510 |
| 2025-09-01 | 103.4829318451520 |
| 2025-10-01 | 105.6442075317260 |
| 2025-11-01 | 103.8897558075250 |
| 2025-12-01 | 106.1446189492040 |
| 2026-01-01 | 106.9899872752650 |
| 2026-02-01 | 107.1349231329520 |