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 2026-05-01 |
| 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 |
|---|---|
| 1990-01-01 | 50.0384060120220 |
| 1990-02-01 | 50.2941194453841 |
| 1990-03-01 | 50.5250397510324 |
| 1990-04-01 | 49.7303354022101 |
| 1990-05-01 | 49.6295494377519 |
| 1990-06-01 | 50.2059868618296 |
| 1990-07-01 | 49.0069507183766 |
| 1990-08-01 | 48.6887384318168 |
| 1990-09-01 | 48.3051633145760 |
| 1990-10-01 | 47.7465224845132 |
| 1990-11-01 | 47.9356461922654 |
| 1990-12-01 | 47.9180620868069 |
| 1991-01-01 | 46.7384924922715 |
| 1991-02-01 | 46.1300535245438 |
| 1991-03-01 | 46.3295690511347 |
| 1991-04-01 | 46.1256512961724 |
| 1991-05-01 | 46.2746071506683 |
| 1991-06-01 | 46.2101409477289 |
| 1991-07-01 | 45.3871826061538 |
| 1991-08-01 | 45.8401676310301 |
| 1991-09-01 | 45.9917503810322 |
| 1991-10-01 | 46.2311855091692 |
| 1991-11-01 | 46.1874212325242 |
| 1991-12-01 | 46.8843586789111 |
| 1992-01-01 | 48.5299259366669 |
| 1992-02-01 | 48.0861594029781 |
| 1992-03-01 | 47.8199843824531 |
| 1992-04-01 | 48.8501449011585 |
| 1992-05-01 | 48.7956085540198 |
| 1992-06-01 | 49.3342655631940 |
| 1992-07-01 | 50.5435136119927 |
| 1992-08-01 | 50.9160252848493 |
| 1992-09-01 | 51.6452916608605 |
| 1992-10-01 | 51.3669041294650 |
| 1992-11-01 | 51.4840094195248 |
| 1992-12-01 | 51.3238920763123 |
| 1993-01-01 | 52.2539332327101 |
| 1993-02-01 | 52.6481801405571 |
| 1993-03-01 | 52.4115183138068 |
| 1993-04-01 | 52.5940254973365 |
| 1993-05-01 | 53.2635050378739 |
| 1993-06-01 | 53.2396250298995 |
| 1993-07-01 | 54.0058706725857 |
| 1993-08-01 | 54.0615538923783 |
| 1993-09-01 | 54.2778865768780 |
| 1993-10-01 | 55.5709053629609 |
| 1993-11-01 | 56.4150835628206 |
| 1993-12-01 | 57.1386476809313 |
| 1994-01-01 | 56.6981280692146 |
| 1994-02-01 | 58.6226120001183 |
| 1994-03-01 | 61.3187743711845 |
| 1994-04-01 | 61.4102641238570 |
| 1994-05-01 | 61.7612458577510 |
| 1994-06-01 | 62.6504583125165 |
| 1994-07-01 | 63.4061473138738 |
| 1994-08-01 | 63.7690030742620 |
| 1994-09-01 | 64.5229658664822 |
| 1994-10-01 | 64.4738745745485 |
| 1994-11-01 | 65.0536903475232 |
| 1994-12-01 | 65.9756677028199 |
| 1995-01-01 | 65.6873316973573 |
| 1995-02-01 | 66.1365047974594 |
| 1995-03-01 | 66.1304933530495 |
| 1995-04-01 | 65.6281332721856 |
| 1995-05-01 | 66.2286329829863 |
| 1995-06-01 | 66.9125792731271 |
| 1995-07-01 | 67.1933355924977 |
| 1995-08-01 | 69.4368366989898 |
| 1995-09-01 | 69.4693886159275 |
| 1995-10-01 | 70.7743493010692 |
| 1995-11-01 | 71.1907412341268 |
| 1995-12-01 | 71.8085081230109 |
| 1996-01-01 | 69.3869367676993 |
| 1996-02-01 | 73.3284217786326 |
| 1996-03-01 | 72.4488580966319 |
| 1996-04-01 | 76.5191678810044 |
| 1996-05-01 | 76.6943007518417 |
| 1996-06-01 | 77.4797354951791 |
| 1996-07-01 | 77.5949153123875 |
| 1996-08-01 | 78.0701198600385 |
| 1996-09-01 | 78.2748663373198 |
| 1996-10-01 | 79.0584933930588 |
| 1996-11-01 | 79.9369716315329 |
| 1996-12-01 | 79.9572059521476 |
| 1997-01-01 | 81.2793798011258 |
| 1997-02-01 | 81.3701643428250 |
| 1997-03-01 | 81.4188251970324 |
| 1997-04-01 | 85.4438428141292 |
| 1997-05-01 | 86.2641419588452 |
| 1997-06-01 | 87.5519100175797 |
| 1997-07-01 | 88.8153849448995 |
| 1997-08-01 | 89.3177184133959 |
| 1997-09-01 | 90.3440154878361 |
| 1997-10-01 | 92.2093824604330 |
| 1997-11-01 | 93.1695486935695 |
| 1997-12-01 | 94.2359190021338 |
| 1998-01-01 | 93.7233599238094 |
| 1998-02-01 | 94.8853076109840 |
| 1998-03-01 | 94.7980211685248 |
| 1998-04-01 | 94.7943796189552 |
| 1998-05-01 | 96.5209161474146 |
| 1998-06-01 | 96.5958701494554 |
| 1998-07-01 | 96.3951572137238 |
| 1998-08-01 | 96.5689925978983 |
| 1998-09-01 | 96.1625994660004 |
| 1998-10-01 | 96.5430583689171 |
| 1998-11-01 | 97.0438739432153 |
| 1998-12-01 | 97.6384731821033 |
| 1999-01-01 | 98.9849366730012 |
| 1999-02-01 | 100.8494165952330 |
| 1999-03-01 | 100.9716262244730 |
| 1999-04-01 | 97.9506994006389 |
| 1999-05-01 | 96.3177787985460 |
| 1999-06-01 | 97.5339553487010 |
| 1999-07-01 | 98.4689520031288 |
| 1999-08-01 | 98.7341999803317 |
| 1999-09-01 | 99.2221245223928 |
| 1999-10-01 | 98.7509322204235 |
| 1999-11-01 | 98.7759551138276 |
| 1999-12-01 | 100.5632181042830 |
| 2000-01-01 | 103.8770637843090 |
| 2000-02-01 | 103.4297007207750 |
| 2000-03-01 | 104.6064797914450 |
| 2000-04-01 | 103.4905974197370 |
| 2000-05-01 | 102.6735569754510 |
| 2000-06-01 | 103.3197292378850 |
| 2000-07-01 | 105.8049714589050 |
| 2000-08-01 | 102.8646870443400 |
| 2000-09-01 | 102.7364259943160 |
| 2000-10-01 | 101.2866007832930 |
| 2000-11-01 | 100.6586005725470 |
| 2000-12-01 | 100.9603881911310 |
| 2001-01-01 | 100.9189158354630 |
| 2001-02-01 | 100.0881598538270 |
| 2001-03-01 | 98.7582188104009 |
| 2001-04-01 | 98.3399248272446 |
| 2001-05-01 | 97.7444491983140 |
| 2001-06-01 | 96.7798042986255 |
| 2001-07-01 | 90.5157900214464 |
| 2001-08-01 | 89.9639907391015 |
| 2001-09-01 | 89.6176204722817 |
| 2001-10-01 | 88.3738743998511 |
| 2001-11-01 | 86.5696275842256 |
| 2001-12-01 | 84.5995520557405 |
| 2002-01-01 | 83.1245178683640 |
| 2002-02-01 | 82.4333006634511 |
| 2002-03-01 | 83.5624560173493 |
| 2002-04-01 | 84.9584497389087 |
| 2002-05-01 | 85.2957054607619 |
| 2002-06-01 | 85.8396373591594 |
| 2002-07-01 | 84.8941888834178 |
| 2002-08-01 | 85.5078622449574 |
| 2002-09-01 | 84.6977164587534 |
| 2002-10-01 | 84.2688120445493 |
| 2002-11-01 | 84.5800964313706 |
| 2002-12-01 | 84.1713959197207 |
| 2003-01-01 | 82.6345546564428 |
| 2003-02-01 | 79.8421805060001 |
| 2003-03-01 | 81.4944012524112 |
| 2003-04-01 | 81.2982877490200 |
| 2003-05-01 | 81.6902929128156 |
| 2003-06-01 | 80.8147628117698 |
| 2003-07-01 | 81.0232045036706 |
| 2003-08-01 | 81.8729987373118 |
| 2003-09-01 | 82.9293116112225 |
| 2003-10-01 | 83.9792042699021 |
| 2003-11-01 | 84.7018444665424 |
| 2003-12-01 | 85.6060667656995 |
| 2004-01-01 | 86.8652852031871 |
| 2004-02-01 | 87.7183536493827 |
| 2004-03-01 | 88.5933800330036 |
| 2004-04-01 | 88.2719992466944 |
| 2004-05-01 | 89.0223923967004 |
| 2004-06-01 | 89.8635175505276 |
| 2004-07-01 | 90.7099254484137 |
| 2004-08-01 | 90.3324744911404 |
| 2004-09-01 | 90.1786274473300 |
| 2004-10-01 | 91.3357943999459 |
| 2004-11-01 | 91.1705066082554 |
| 2004-12-01 | 91.6628087367637 |
| 2005-01-01 | 94.5512748877202 |
| 2005-02-01 | 94.9159697677059 |
| 2005-03-01 | 92.7089468738751 |
| 2005-04-01 | 94.2807515716403 |
| 2005-05-01 | 93.3629016964821 |
| 2005-06-01 | 93.8511104229445 |
| 2005-07-01 | 94.4233442903540 |
| 2005-08-01 | 94.1860590195573 |
| 2005-09-01 | 94.4921221428442 |
| 2005-10-01 | 94.7456783163385 |
| 2005-11-01 | 94.8263873876756 |
| 2005-12-01 | 94.7760817431465 |
| 2006-01-01 | 94.2569261947515 |
| 2006-02-01 | 94.7222598054286 |
| 2006-03-01 | 94.6864309317195 |
| 2006-04-01 | 94.1352285965291 |
| 2006-05-01 | 95.1913107773081 |
| 2006-06-01 | 95.5703692101346 |
| 2006-07-01 | 95.6631597620036 |
| 2006-08-01 | 96.4621158244670 |
| 2006-09-01 | 97.0178986310182 |
| 2006-10-01 | 97.3761955608660 |
| 2006-11-01 | 97.8297951283962 |
| 2006-12-01 | 97.7961093499744 |
| 2007-01-01 | 97.6948839044934 |
| 2007-02-01 | 98.0496275015280 |
| 2007-03-01 | 99.0785917876972 |
| 2007-04-01 | 99.4059076731892 |
| 2007-05-01 | 100.0296407065840 |
| 2007-06-01 | 100.7018581669960 |
| 2007-07-01 | 99.8979581773013 |
| 2007-08-01 | 99.4954447907534 |
| 2007-09-01 | 99.6914238995099 |
| 2007-10-01 | 97.8814881241253 |
| 2007-11-01 | 98.3380373577485 |
| 2007-12-01 | 98.8550733188501 |
| 2008-01-01 | 98.3088751133291 |
| 2008-02-01 | 97.2151111609708 |
| 2008-03-01 | 96.2389225943530 |
| 2008-04-01 | 96.0874983915787 |
| 2008-05-01 | 94.9929582563791 |
| 2008-06-01 | 92.6339838615562 |
| 2008-07-01 | 94.5738502721556 |
| 2008-08-01 | 94.0453251686797 |
| 2008-09-01 | 92.2666985435767 |
| 2008-10-01 | 88.4168187105383 |
| 2008-11-01 | 85.1638925768741 |
| 2008-12-01 | 82.8815713983962 |
| 2009-01-01 | 80.2988001999232 |
| 2009-02-01 | 78.2444956418894 |
| 2009-03-01 | 75.8366295275370 |
| 2009-04-01 | 73.1670322402944 |
| 2009-05-01 | 73.0977105312605 |
| 2009-06-01 | 72.4302601816408 |
| 2009-07-01 | 72.5226568062585 |
| 2009-08-01 | 73.9362242993346 |
| 2009-09-01 | 74.7968090743936 |
| 2009-10-01 | 76.7641724225961 |
| 2009-11-01 | 78.2388257203397 |
| 2009-12-01 | 79.3358274002470 |
| 2010-01-01 | 81.0078738355230 |
| 2010-02-01 | 82.1031017434855 |
| 2010-03-01 | 84.4315744426038 |
| 2010-04-01 | 87.6199796936835 |
| 2010-05-01 | 87.7635595286639 |
| 2010-06-01 | 88.8868279068740 |
| 2010-07-01 | 89.4931198941376 |
| 2010-08-01 | 90.2788339116870 |
| 2010-09-01 | 91.4994716017065 |
| 2010-10-01 | 93.4560259170206 |
| 2010-11-01 | 95.3198673448179 |
| 2010-12-01 | 98.2505410114194 |
| 2011-01-01 | 97.6921228383101 |
| 2011-02-01 | 99.1981437380777 |
| 2011-03-01 | 99.5255499749457 |
| 2011-04-01 | 100.6041787397300 |
| 2011-05-01 | 101.1232448176650 |
| 2011-06-01 | 101.1313466033970 |
| 2011-07-01 | 101.3747800226730 |
| 2011-08-01 | 101.9699868809490 |
| 2011-09-01 | 104.3098835304730 |
| 2011-10-01 | 101.2737922131990 |
| 2011-11-01 | 100.6850876303140 |
| 2011-12-01 | 100.7082078230220 |
| 2012-01-01 | 100.9381696873330 |
| 2012-02-01 | 100.5003444975530 |
| 2012-03-01 | 100.5506589588430 |
| 2012-04-01 | 99.9069569637481 |
| 2012-05-01 | 100.0186100648690 |
| 2012-06-01 | 99.7998092589498 |
| 2012-07-01 | 100.6954764050890 |
| 2012-08-01 | 100.1838459801610 |
| 2012-09-01 | 102.0114442600090 |
| 2012-10-01 | 99.6574974950431 |
| 2012-11-01 | 98.2958450587149 |
| 2012-12-01 | 99.9615734263653 |
| 2013-01-01 | 100.5043933430140 |
| 2013-02-01 | 101.5439005538440 |
| 2013-03-01 | 101.1660082944690 |
| 2013-04-01 | 100.2430608461990 |
| 2013-05-01 | 101.4080975540890 |
| 2013-06-01 | 103.0246619980760 |
| 2013-07-01 | 105.4229477287840 |
| 2013-08-01 | 106.9115443061100 |
| 2013-09-01 | 104.0894623604540 |
| 2013-10-01 | 103.8799853368360 |
| 2013-11-01 | 104.0841017054950 |
| 2013-12-01 | 103.5761108162290 |
| 2014-01-01 | 103.1458098539610 |
| 2014-02-01 | 103.4284183634090 |
| 2014-03-01 | 105.2906311857540 |
| 2014-04-01 | 107.2529298448150 |
| 2014-05-01 | 108.7981092722210 |
| 2014-06-01 | 109.8808590633860 |
| 2014-07-01 | 109.6871588959750 |
| 2014-08-01 | 111.8922033715460 |
| 2014-09-01 | 111.6247003530350 |
| 2014-10-01 | 112.1539368143530 |
| 2014-11-01 | 114.1766018490960 |
| 2014-12-01 | 115.5569709046860 |
| 2015-01-01 | 116.1586883723100 |
| 2015-02-01 | 116.3533437489030 |
| 2015-03-01 | 116.4905010259740 |
| 2015-04-01 | 115.4271256318980 |
| 2015-05-01 | 115.6575248062580 |
| 2015-06-01 | 115.9809547339240 |
| 2015-07-01 | 116.4837085557010 |
| 2015-08-01 | 116.4755792238740 |
| 2015-09-01 | 116.7197113558930 |
| 2015-10-01 | 120.0786030930360 |
| 2015-11-01 | 121.5204612057110 |
| 2015-12-01 | 123.6313783075140 |
| 2016-01-01 | 118.8166326119880 |
| 2016-02-01 | 117.9470235878470 |
| 2016-03-01 | 116.9650782274420 |
| 2016-04-01 | 118.3361693211610 |
| 2016-05-01 | 116.9807318923180 |
| 2016-06-01 | 115.3300727370600 |
| 2016-07-01 | 117.9462035538250 |
| 2016-08-01 | 116.6601854324590 |
| 2016-09-01 | 119.7234916226240 |
| 2016-10-01 | 118.8202658859440 |
| 2016-11-01 | 117.4194334264370 |
| 2016-12-01 | 118.6227499798270 |
| 2017-01-01 | 119.0088515599980 |
| 2017-02-01 | 117.7711165436830 |
| 2017-03-01 | 117.4691561908590 |
| 2017-04-01 | 116.5186681211430 |
| 2017-05-01 | 117.6092024674010 |
| 2017-06-01 | 116.8482245656560 |
| 2017-07-01 | 116.8240438883530 |
| 2017-08-01 | 116.7133726714800 |
| 2017-09-01 | 119.0084077094030 |
| 2017-10-01 | 115.8721381299060 |
| 2017-11-01 | 116.5283324262590 |
| 2017-12-01 | 116.5758948190440 |
| 2018-01-01 | 117.3505235049370 |
| 2018-02-01 | 117.4319652414340 |
| 2018-03-01 | 118.2148937484930 |
| 2018-04-01 | 119.3141346811910 |
| 2018-05-01 | 118.7911806924860 |
| 2018-06-01 | 118.1111883552220 |
| 2018-07-01 | 117.5366349496730 |
| 2018-08-01 | 118.0279804997860 |
| 2018-09-01 | 118.4519966631930 |
| 2018-10-01 | 118.1973690234870 |
| 2018-11-01 | 117.1130361777080 |
| 2018-12-01 | 116.9884861416250 |
| 2019-01-01 | 117.9260791063540 |
| 2019-02-01 | 118.7499677746030 |
| 2019-03-01 | 119.5199836852630 |
| 2019-04-01 | 119.9478044773240 |
| 2019-05-01 | 120.0452192038500 |
| 2019-06-01 | 120.0926174202340 |
| 2019-07-01 | 120.8946914213480 |
| 2019-08-01 | 123.2720936717330 |
| 2019-09-01 | 120.3398005762740 |
| 2019-10-01 | 119.3956201669360 |
| 2019-11-01 | 120.5369803825610 |
| 2019-12-01 | 120.0790422579850 |
| 2020-01-01 | 117.9755125094730 |
| 2020-02-01 | 117.8675924576260 |
| 2020-03-01 | 116.6591839337700 |
| 2020-04-01 | 83.9325273723899 |
| 2020-05-01 | 85.1536138988649 |
| 2020-06-01 | 91.2495138496586 |
| 2020-07-01 | 92.1027476132252 |
| 2020-08-01 | 95.1949437185881 |
| 2020-09-01 | 93.4752291676478 |
| 2020-10-01 | 100.9096474743690 |
| 2020-11-01 | 103.6770442310390 |
| 2020-12-01 | 105.5928728727680 |
| 2021-01-01 | 107.2179330400600 |
| 2021-02-01 | 108.4624418711890 |
| 2021-03-01 | 109.1321733026820 |
| 2021-04-01 | 108.9661801735490 |
| 2021-05-01 | 107.9218518530010 |
| 2021-06-01 | 110.8900520456430 |
| 2021-07-01 | 111.9102927529920 |
| 2021-08-01 | 112.1442235384680 |
| 2021-09-01 | 109.8135877435410 |
| 2021-10-01 | 114.7026971380410 |
| 2021-11-01 | 115.9805445389790 |
| 2021-12-01 | 117.6127383010800 |
| 2022-01-01 | 118.9967184488290 |
| 2022-02-01 | 122.7854463971440 |
| 2022-03-01 | 122.0586937033310 |
| 2022-04-01 | 121.7308601264390 |
| 2022-05-01 | 121.1126178583290 |
| 2022-06-01 | 121.9964886942050 |
| 2022-07-01 | 119.5335070107010 |
| 2022-08-01 | 118.9764458669000 |
| 2022-09-01 | 117.2251645757420 |
| 2022-10-01 | 117.6425776762080 |
| 2022-11-01 | 115.1747817723460 |
| 2022-12-01 | 114.6810571987170 |
| 2023-01-01 | 114.5425945800190 |
| 2023-02-01 | 113.4515972226330 |
| 2023-03-01 | 111.9801634475880 |
| 2023-04-01 | 111.7928001053470 |
| 2023-05-01 | 110.4060249275100 |
| 2023-06-01 | 108.2351993611200 |
| 2023-07-01 | 109.2014040746610 |
| 2023-08-01 | 107.6533678161570 |
| 2023-09-01 | 107.5570268554200 |
| 2023-10-01 | 106.0944586704260 |
| 2023-11-01 | 107.7294046329100 |
| 2023-12-01 | 104.5679700073810 |
| 2024-01-01 | 104.2156935142520 |
| 2024-02-01 | 103.5932542362280 |
| 2024-03-01 | 104.2026094280430 |
| 2024-04-01 | 103.4996263669370 |
| 2024-05-01 | 103.3336033000320 |
| 2024-06-01 | 100.7044541350120 |
| 2024-07-01 | 102.5726478738890 |
| 2024-08-01 | 103.1454127368550 |
| 2024-09-01 | 104.3260793536020 |
| 2024-10-01 | 103.1699831128830 |
| 2024-11-01 | 104.3569339381050 |
| 2024-12-01 | 103.6579551152130 |
| 2025-01-01 | 103.0909387724010 |
| 2025-02-01 | 103.3997487095690 |
| 2025-03-01 | 103.4201539570780 |
| 2025-04-01 | 102.6982499504350 |
| 2025-05-01 | 103.9169105422730 |
| 2025-06-01 | 102.7242483403810 |
| 2025-07-01 | 102.1811004865600 |
| 2025-08-01 | 100.6335637499450 |
| 2025-09-01 | 103.3856294571720 |
| 2025-10-01 | 105.8356625186300 |
| 2025-11-01 | 104.1200077881450 |
| 2025-12-01 | 106.3637538756890 |
| 2026-01-01 | 107.3007734441230 |
| 2026-02-01 | 107.6141427401870 |
| 2026-03-01 | 108.1604351596220 |
| 2026-04-01 | 110.4492949672700 |
| 2026-05-01 | 110.8456414098920 |