Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006054150001SA |
| 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 6:46 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 | 17.9912368250228 |
| 1990-02-01 | 18.0494117081262 |
| 1990-03-01 | 18.2077642205993 |
| 1990-04-01 | 18.4364819337640 |
| 1990-05-01 | 18.5882614425723 |
| 1990-06-01 | 18.6030404235623 |
| 1990-07-01 | 18.8643172223413 |
| 1990-08-01 | 18.8999149746445 |
| 1990-09-01 | 19.0866308954935 |
| 1990-10-01 | 18.9236935961221 |
| 1990-11-01 | 18.8855611860030 |
| 1990-12-01 | 18.7294820624303 |
| 1991-01-01 | 19.0139548583529 |
| 1991-02-01 | 18.8685992511268 |
| 1991-03-01 | 18.9094142685135 |
| 1991-04-01 | 18.7472765191175 |
| 1991-05-01 | 18.7953299909745 |
| 1991-06-01 | 18.8045549388557 |
| 1991-07-01 | 18.6671281156211 |
| 1991-08-01 | 18.6843051736572 |
| 1991-09-01 | 18.6634180681732 |
| 1991-10-01 | 18.9047219289001 |
| 1991-11-01 | 19.0497673978986 |
| 1991-12-01 | 19.1021818167755 |
| 1992-01-01 | 19.9740401876778 |
| 1992-02-01 | 20.0100226564589 |
| 1992-03-01 | 20.0183658077430 |
| 1992-04-01 | 20.4692704603326 |
| 1992-05-01 | 20.5143449522829 |
| 1992-06-01 | 20.5937911041162 |
| 1992-07-01 | 20.5727337284293 |
| 1992-08-01 | 20.5597842130851 |
| 1992-09-01 | 20.5374128468089 |
| 1992-10-01 | 21.8615714570241 |
| 1992-11-01 | 21.7865270779767 |
| 1992-12-01 | 21.7515882268411 |
| 1993-01-01 | 21.9733813329740 |
| 1993-02-01 | 21.9665893988760 |
| 1993-03-01 | 21.9545834068415 |
| 1993-04-01 | 21.5876584139146 |
| 1993-05-01 | 21.6348366409506 |
| 1993-06-01 | 21.4816718909444 |
| 1993-07-01 | 22.0722468388726 |
| 1993-08-01 | 22.1368251756585 |
| 1993-09-01 | 22.1149555233219 |
| 1993-10-01 | 21.9967543575822 |
| 1993-11-01 | 22.1033556184281 |
| 1993-12-01 | 22.4023628582078 |
| 1994-01-01 | 21.5850443270372 |
| 1994-02-01 | 21.8252439552600 |
| 1994-03-01 | 21.9974387589062 |
| 1994-04-01 | 22.2245383491521 |
| 1994-05-01 | 22.3597850338613 |
| 1994-06-01 | 22.3691337791111 |
| 1994-07-01 | 22.3489472125213 |
| 1994-08-01 | 22.6019120093771 |
| 1994-09-01 | 22.9053768254944 |
| 1994-10-01 | 22.9328169303524 |
| 1994-11-01 | 23.1233983216982 |
| 1994-12-01 | 23.6611973717878 |
| 1995-01-01 | 23.4792358923820 |
| 1995-02-01 | 23.7963252353695 |
| 1995-03-01 | 24.2602557335499 |
| 1995-04-01 | 24.5383295673555 |
| 1995-05-01 | 24.7621613900387 |
| 1995-06-01 | 25.0589428937677 |
| 1995-07-01 | 25.1243326041555 |
| 1995-08-01 | 25.2670099641390 |
| 1995-09-01 | 25.5150182955599 |
| 1995-10-01 | 25.6765865801310 |
| 1995-11-01 | 25.8592212038800 |
| 1995-12-01 | 26.2372717240519 |
| 1996-01-01 | 26.0504155624944 |
| 1996-02-01 | 26.3542601795101 |
| 1996-03-01 | 26.4088893890731 |
| 1996-04-01 | 26.5543992862466 |
| 1996-05-01 | 26.7584453855587 |
| 1996-06-01 | 27.0442191766437 |
| 1996-07-01 | 27.3953380191839 |
| 1996-08-01 | 27.6316048396419 |
| 1996-09-01 | 28.0502842131307 |
| 1996-10-01 | 28.6275246740285 |
| 1996-11-01 | 29.0248154635590 |
| 1996-12-01 | 29.2195658709771 |
| 1997-01-01 | 29.4903933585163 |
| 1997-02-01 | 29.8868723356895 |
| 1997-03-01 | 29.9555264511763 |
| 1997-04-01 | 30.2618607217821 |
| 1997-05-01 | 30.6509079508459 |
| 1997-06-01 | 31.0376169638533 |
| 1997-07-01 | 31.5758728516941 |
| 1997-08-01 | 31.9040746080790 |
| 1997-09-01 | 32.1064532890274 |
| 1997-10-01 | 32.2822167741576 |
| 1997-11-01 | 32.5976441157085 |
| 1997-12-01 | 33.0099958885545 |
| 1998-01-01 | 33.7872056068167 |
| 1998-02-01 | 33.9826372076821 |
| 1998-03-01 | 34.3903248240031 |
| 1998-04-01 | 35.4999708616737 |
| 1998-05-01 | 36.0599989698093 |
| 1998-06-01 | 36.2492165209514 |
| 1998-07-01 | 36.4645915022707 |
| 1998-08-01 | 36.8750645369522 |
| 1998-09-01 | 37.1389107387835 |
| 1998-10-01 | 37.5635970599333 |
| 1998-11-01 | 38.2793898615388 |
| 1998-12-01 | 38.2685112693282 |
| 1999-01-01 | 38.2505039590232 |
| 1999-02-01 | 38.3824061310810 |
| 1999-03-01 | 39.2205618374176 |
| 1999-04-01 | 39.8530647706398 |
| 1999-05-01 | 39.7846783593063 |
| 1999-06-01 | 40.0771984473826 |
| 1999-07-01 | 40.7714875895778 |
| 1999-08-01 | 40.6570796733498 |
| 1999-09-01 | 40.9520828492545 |
| 1999-10-01 | 39.4511469675070 |
| 1999-11-01 | 39.4360091272677 |
| 1999-12-01 | 39.5835695665389 |
| 2000-01-01 | 41.2174538213507 |
| 2000-02-01 | 41.5793183214941 |
| 2000-03-01 | 41.8541744956261 |
| 2000-04-01 | 40.7400358391712 |
| 2000-05-01 | 41.0252190779206 |
| 2000-06-01 | 41.3135413356546 |
| 2000-07-01 | 43.2890180440788 |
| 2000-08-01 | 43.5482994157345 |
| 2000-09-01 | 43.6372301538384 |
| 2000-10-01 | 41.8297824903943 |
| 2000-11-01 | 41.9791144780345 |
| 2000-12-01 | 42.0657334159880 |
| 2001-01-01 | 42.5999610449205 |
| 2001-02-01 | 42.5896785203221 |
| 2001-03-01 | 42.3909194783284 |
| 2001-04-01 | 41.8369002073822 |
| 2001-05-01 | 42.1737784357075 |
| 2001-06-01 | 42.3570450538455 |
| 2001-07-01 | 41.7931490992084 |
| 2001-08-01 | 41.6446528912038 |
| 2001-09-01 | 41.5254853733612 |
| 2001-10-01 | 40.9995944715426 |
| 2001-11-01 | 40.9056042790158 |
| 2001-12-01 | 40.9514019562339 |
| 2002-01-01 | 40.5968403251557 |
| 2002-02-01 | 40.3021918159565 |
| 2002-03-01 | 40.0452566101035 |
| 2002-04-01 | 39.6191628039524 |
| 2002-05-01 | 39.3119751127960 |
| 2002-06-01 | 39.1952119096858 |
| 2002-07-01 | 39.0894542092439 |
| 2002-08-01 | 38.7338504040458 |
| 2002-09-01 | 38.4945772745014 |
| 2002-10-01 | 38.2852482303947 |
| 2002-11-01 | 38.1613452628775 |
| 2002-12-01 | 37.9623348519618 |
| 2003-01-01 | 37.7004941175015 |
| 2003-02-01 | 37.6307308561468 |
| 2003-03-01 | 37.3975597082583 |
| 2003-04-01 | 37.8537623197410 |
| 2003-05-01 | 38.3303944402358 |
| 2003-06-01 | 38.6231986400828 |
| 2003-07-01 | 38.8647641658838 |
| 2003-08-01 | 39.4260303995094 |
| 2003-09-01 | 39.8819332266218 |
| 2003-10-01 | 40.4754419355882 |
| 2003-11-01 | 40.8360942817634 |
| 2003-12-01 | 41.4161528374537 |
| 2004-01-01 | 41.2211973623306 |
| 2004-02-01 | 41.4447805304789 |
| 2004-03-01 | 41.8622619722013 |
| 2004-04-01 | 41.9462300887387 |
| 2004-05-01 | 42.2162544776556 |
| 2004-06-01 | 42.4334840694965 |
| 2004-07-01 | 42.7385891958402 |
| 2004-08-01 | 42.9133330139239 |
| 2004-09-01 | 43.0846624033621 |
| 2004-10-01 | 43.3646656233224 |
| 2004-11-01 | 43.6457002402324 |
| 2004-12-01 | 43.9176357650234 |
| 2005-01-01 | 43.9415677409053 |
| 2005-02-01 | 44.1405703779856 |
| 2005-03-01 | 44.3223614196979 |
| 2005-04-01 | 44.5045676911180 |
| 2005-05-01 | 44.4900916181959 |
| 2005-06-01 | 44.6432286295664 |
| 2005-07-01 | 44.7042891073900 |
| 2005-08-01 | 44.7962237808896 |
| 2005-09-01 | 45.0061567509641 |
| 2005-10-01 | 44.7538949527258 |
| 2005-11-01 | 44.7701313395543 |
| 2005-12-01 | 45.0507819038510 |
| 2006-01-01 | 45.4495971555949 |
| 2006-02-01 | 45.6194249179932 |
| 2006-03-01 | 45.7889913911732 |
| 2006-04-01 | 45.9401114688135 |
| 2006-05-01 | 46.0597349356353 |
| 2006-06-01 | 46.4567241927975 |
| 2006-07-01 | 46.2805863945703 |
| 2006-08-01 | 46.2715759725422 |
| 2006-09-01 | 46.6320101180892 |
| 2006-10-01 | 46.8460029179615 |
| 2006-11-01 | 47.1005031551884 |
| 2006-12-01 | 47.2886978598189 |
| 2007-01-01 | 47.4466124316165 |
| 2007-02-01 | 47.7036254797619 |
| 2007-03-01 | 47.7341551903962 |
| 2007-04-01 | 48.0896933954605 |
| 2007-05-01 | 48.5344091489078 |
| 2007-06-01 | 48.6768678257814 |
| 2007-07-01 | 48.8577799117568 |
| 2007-08-01 | 49.0508533607639 |
| 2007-09-01 | 49.0648736516282 |
| 2007-10-01 | 49.4194971431771 |
| 2007-11-01 | 49.7101887162303 |
| 2007-12-01 | 49.8196596545061 |
| 2008-01-01 | 50.6489045621138 |
| 2008-02-01 | 50.9034793815385 |
| 2008-03-01 | 50.9763656737631 |
| 2008-04-01 | 51.8583375754941 |
| 2008-05-01 | 52.1057536283842 |
| 2008-06-01 | 52.6015377187243 |
| 2008-07-01 | 53.0378506834129 |
| 2008-08-01 | 53.5119285944310 |
| 2008-09-01 | 53.9153369169571 |
| 2008-10-01 | 53.6810998565709 |
| 2008-11-01 | 53.8956411771278 |
| 2008-12-01 | 53.8619969403212 |
| 2009-01-01 | 53.7557361585153 |
| 2009-02-01 | 53.6107935706589 |
| 2009-03-01 | 53.4013229232234 |
| 2009-04-01 | 53.2508124750764 |
| 2009-05-01 | 52.7800327389898 |
| 2009-06-01 | 52.4276513477737 |
| 2009-07-01 | 52.2105047853805 |
| 2009-08-01 | 51.9643749093376 |
| 2009-09-01 | 51.8714262411380 |
| 2009-10-01 | 51.9379049399505 |
| 2009-11-01 | 51.9722708132698 |
| 2009-12-01 | 52.1141202105627 |
| 2010-01-01 | 52.1675261855537 |
| 2010-02-01 | 52.2262969068888 |
| 2010-03-01 | 52.5139771745779 |
| 2010-04-01 | 52.5425763444096 |
| 2010-05-01 | 52.8515774207752 |
| 2010-06-01 | 53.0583184001549 |
| 2010-07-01 | 53.0665361416406 |
| 2010-08-01 | 53.2125220323986 |
| 2010-09-01 | 53.5331825119677 |
| 2010-10-01 | 53.7124836971444 |
| 2010-11-01 | 53.8519017239777 |
| 2010-12-01 | 54.1911751074926 |
| 2011-01-01 | 54.2638624793309 |
| 2011-02-01 | 54.4316836035090 |
| 2011-03-01 | 54.7149036192818 |
| 2011-04-01 | 55.3526560963225 |
| 2011-05-01 | 55.4181835611288 |
| 2011-06-01 | 55.7721503548093 |
| 2011-07-01 | 56.2067077733610 |
| 2011-08-01 | 56.6712103697526 |
| 2011-09-01 | 56.8986121771859 |
| 2011-10-01 | 57.2046075358846 |
| 2011-11-01 | 57.6361197423822 |
| 2011-12-01 | 57.7706795894298 |
| 2012-01-01 | 58.1583813461412 |
| 2012-02-01 | 58.6232579355615 |
| 2012-03-01 | 58.7273270775886 |
| 2012-04-01 | 59.0535969135373 |
| 2012-05-01 | 59.2815676806219 |
| 2012-06-01 | 59.7847136354906 |
| 2012-07-01 | 59.7332059086086 |
| 2012-08-01 | 60.0348794231559 |
| 2012-09-01 | 60.1643581994650 |
| 2012-10-01 | 60.6116459505051 |
| 2012-11-01 | 60.7272404698577 |
| 2012-12-01 | 60.9657667065854 |
| 2013-01-01 | 61.2355432498666 |
| 2013-02-01 | 61.4989847562240 |
| 2013-03-01 | 62.0487976177007 |
| 2013-04-01 | 62.1487573241034 |
| 2013-05-01 | 62.3599622476070 |
| 2013-06-01 | 62.3842849414288 |
| 2013-07-01 | 62.6613478126758 |
| 2013-08-01 | 62.9117303239969 |
| 2013-09-01 | 63.2153594398895 |
| 2013-10-01 | 63.3191563816380 |
| 2013-11-01 | 63.5265661290869 |
| 2013-12-01 | 63.7527184171907 |
| 2014-01-01 | 64.1102252749502 |
| 2014-02-01 | 64.2806434046068 |
| 2014-03-01 | 64.5698020387911 |
| 2014-04-01 | 64.7294931737377 |
| 2014-05-01 | 65.2432003503262 |
| 2014-06-01 | 65.7873494297533 |
| 2014-07-01 | 66.1998561690058 |
| 2014-08-01 | 66.5019979818731 |
| 2014-09-01 | 66.6501308808090 |
| 2014-10-01 | 67.1303483888759 |
| 2014-11-01 | 67.7204593620112 |
| 2014-12-01 | 68.1458341966931 |
| 2015-01-01 | 68.0692948051412 |
| 2015-02-01 | 68.6586007153798 |
| 2015-03-01 | 68.6968292378379 |
| 2015-04-01 | 69.0178858374863 |
| 2015-05-01 | 69.1404552775390 |
| 2015-06-01 | 68.8649448448700 |
| 2015-07-01 | 69.2547713645239 |
| 2015-08-01 | 69.2995007362627 |
| 2015-09-01 | 69.4756198974005 |
| 2015-10-01 | 69.6482876975575 |
| 2015-11-01 | 69.6096632570902 |
| 2015-12-01 | 69.8235149717599 |
| 2016-01-01 | 70.3361599922470 |
| 2016-02-01 | 70.3357615872354 |
| 2016-03-01 | 70.6197781092269 |
| 2016-04-01 | 70.8973706547531 |
| 2016-05-01 | 70.9514652011543 |
| 2016-06-01 | 71.1236835379213 |
| 2016-07-01 | 71.3362510104035 |
| 2016-08-01 | 71.4140310412642 |
| 2016-09-01 | 71.8770299117102 |
| 2016-10-01 | 71.1715224566714 |
| 2016-11-01 | 71.3051050667302 |
| 2016-12-01 | 71.8118039421446 |
| 2017-01-01 | 70.8957928457599 |
| 2017-02-01 | 70.6957015558229 |
| 2017-03-01 | 70.6303292133123 |
| 2017-04-01 | 70.3732575985581 |
| 2017-05-01 | 70.3741958885185 |
| 2017-06-01 | 70.0613431875029 |
| 2017-07-01 | 70.0418047903998 |
| 2017-08-01 | 70.0467632484455 |
| 2017-09-01 | 69.8741663040319 |
| 2017-10-01 | 70.0047587295230 |
| 2017-11-01 | 70.2118231614855 |
| 2017-12-01 | 70.0672666301832 |
| 2018-01-01 | 70.2767760927378 |
| 2018-02-01 | 70.3599935897240 |
| 2018-03-01 | 70.1868932974219 |
| 2018-04-01 | 70.4565454039361 |
| 2018-05-01 | 70.6000887087960 |
| 2018-06-01 | 70.6965569356823 |
| 2018-07-01 | 70.8579971831533 |
| 2018-08-01 | 70.9963415283332 |
| 2018-09-01 | 70.4613033135780 |
| 2018-10-01 | 70.9600520188030 |
| 2018-11-01 | 71.0442150614092 |
| 2018-12-01 | 70.6856650119363 |
| 2019-01-01 | 71.2694050369894 |
| 2019-02-01 | 71.2166476019690 |
| 2019-03-01 | 70.9085982664769 |
| 2019-04-01 | 71.5540581129162 |
| 2019-05-01 | 71.5357567713210 |
| 2019-06-01 | 71.9368713657383 |
| 2019-07-01 | 71.8645772158118 |
| 2019-08-01 | 71.9454351375207 |
| 2019-09-01 | 72.2435755326280 |
| 2019-10-01 | 72.1314765485610 |
| 2019-11-01 | 71.9927450806945 |
| 2019-12-01 | 71.7598959169266 |
| 2020-01-01 | 71.8912361896517 |
| 2020-02-01 | 71.8940835994394 |
| 2020-03-01 | 71.5819586461392 |
| 2020-04-01 | 70.5709492558380 |
| 2020-05-01 | 70.6796468269645 |
| 2020-06-01 | 70.3774934539016 |
| 2020-07-01 | 70.2753250674182 |
| 2020-08-01 | 70.4037740353408 |
| 2020-09-01 | 70.6900769002444 |
| 2020-10-01 | 71.1952604616756 |
| 2020-11-01 | 71.6666144271995 |
| 2020-12-01 | 72.0116860436930 |
| 2021-01-01 | 72.3238227112950 |
| 2021-02-01 | 72.6968991103975 |
| 2021-03-01 | 73.1386838720622 |
| 2021-04-01 | 73.7006677706498 |
| 2021-05-01 | 73.7180422747138 |
| 2021-06-01 | 74.0334517098539 |
| 2021-07-01 | 74.4877193272571 |
| 2021-08-01 | 74.7495847747976 |
| 2021-09-01 | 74.9100029307329 |
| 2021-10-01 | 75.3537046964995 |
| 2021-11-01 | 75.8511635168474 |
| 2021-12-01 | 76.6421989711400 |
| 2022-01-01 | 76.9649320098697 |
| 2022-02-01 | 77.5415139398054 |
| 2022-03-01 | 77.7855850279292 |
| 2022-04-01 | 78.1363946747920 |
| 2022-05-01 | 78.3528891074072 |
| 2022-06-01 | 78.5996802522195 |
| 2022-07-01 | 78.9988071805263 |
| 2022-08-01 | 78.9768976676496 |
| 2022-09-01 | 78.8126916460128 |
| 2022-10-01 | 78.5961479440752 |
| 2022-11-01 | 78.3463760624601 |
| 2022-12-01 | 77.8885119288339 |
| 2023-01-01 | 77.7148163151585 |
| 2023-02-01 | 77.4825280911441 |
| 2023-03-01 | 77.4641866008929 |
| 2023-04-01 | 77.0591723784291 |
| 2023-05-01 | 76.9700083509019 |
| 2023-06-01 | 76.8717995653992 |
| 2023-07-01 | 76.4107454263239 |
| 2023-08-01 | 76.3829538044482 |
| 2023-09-01 | 76.5177644137526 |
| 2023-10-01 | 76.4294058138931 |
| 2023-11-01 | 76.3361539749966 |
| 2023-12-01 | 76.5664447860700 |
| 2024-01-01 | 75.8644127350439 |
| 2024-02-01 | 75.5212106335222 |
| 2024-03-01 | 75.5690717439084 |
| 2024-04-01 | 75.2632922626656 |
| 2024-05-01 | 75.1694010811405 |
| 2024-06-01 | 75.0341272535481 |
| 2024-07-01 | 74.8406386166113 |
| 2024-08-01 | 74.6941124536097 |
| 2024-09-01 | 74.6327503499900 |
| 2024-10-01 | 74.3441390647622 |
| 2024-11-01 | 74.3130179825022 |
| 2024-12-01 | 74.5692145760498 |
| 2025-01-01 | 74.3094811883836 |
| 2025-02-01 | 73.8361960146689 |
| 2025-03-01 | 73.6125729436647 |
| 2025-04-01 | 73.4514303240798 |
| 2025-05-01 | 73.0460852106967 |
| 2025-06-01 | 72.9050730941800 |
| 2025-07-01 | 72.8735382790045 |
| 2025-08-01 | 72.7022922526058 |
| 2025-09-01 | 72.5834360143949 |
| 2025-10-01 | 72.4602352455892 |
| 2025-11-01 | 71.8655773612143 |
| 2025-12-01 | 71.5722429776811 |
| 2026-01-01 | 71.2383357283332 |
| 2026-02-01 | 71.5420839417615 |
| 2026-03-01 | 71.3827680191689 |
| 2026-04-01 | 71.1293049601393 |
| 2026-05-01 | 71.1229606101727 |
| 2026-06-01 | 70.4917403834976 |
| 2026-07-01 | 69.6962563317777 |