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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 17.9911362201984 |
| 1990-02-01 | 18.0493303426751 |
| 1990-03-01 | 18.2077282457711 |
| 1990-04-01 | 18.4364966985943 |
| 1990-05-01 | 18.5883277598551 |
| 1990-06-01 | 18.6031379840009 |
| 1990-07-01 | 18.8644680236340 |
| 1990-08-01 | 18.9001098740853 |
| 1990-09-01 | 19.0868788980784 |
| 1990-10-01 | 18.9234170197789 |
| 1990-11-01 | 18.8853412151952 |
| 1990-12-01 | 18.7294181980404 |
| 1991-01-01 | 19.0138591138799 |
| 1991-02-01 | 18.8685204834353 |
| 1991-03-01 | 18.9093828139594 |
| 1991-04-01 | 18.7472942266157 |
| 1991-05-01 | 18.7953952541710 |
| 1991-06-01 | 18.8046475944710 |
| 1991-07-01 | 18.6672755185822 |
| 1991-08-01 | 18.6844891670016 |
| 1991-09-01 | 18.6636483572929 |
| 1991-10-01 | 18.9044707131188 |
| 1991-11-01 | 19.0495582826993 |
| 1991-12-01 | 19.1021034013256 |
| 1992-01-01 | 19.9739530493332 |
| 1992-02-01 | 20.0099510932204 |
| 1992-03-01 | 20.0183416600429 |
| 1992-04-01 | 20.4692911988440 |
| 1992-05-01 | 20.5144060144611 |
| 1992-06-01 | 20.5938726034175 |
| 1992-07-01 | 20.5728705240978 |
| 1992-08-01 | 20.5599503740952 |
| 1992-09-01 | 20.5376252742276 |
| 1992-10-01 | 21.8613566745773 |
| 1992-11-01 | 21.7863500017838 |
| 1992-12-01 | 21.7514614116733 |
| 1993-01-01 | 21.9733208048146 |
| 1993-02-01 | 21.9665361187937 |
| 1993-03-01 | 21.9545688590271 |
| 1993-04-01 | 21.5876793814634 |
| 1993-05-01 | 21.6348893600609 |
| 1993-06-01 | 21.4817358758359 |
| 1993-07-01 | 22.0723578056628 |
| 1993-08-01 | 22.1369649798004 |
| 1993-09-01 | 22.1151558603539 |
| 1993-10-01 | 21.9965668143592 |
| 1993-11-01 | 22.1032200797114 |
| 1993-12-01 | 22.4022032775342 |
| 1994-01-01 | 21.5850183763231 |
| 1994-02-01 | 21.8252184337073 |
| 1994-03-01 | 21.9974378677197 |
| 1994-04-01 | 22.2245581193227 |
| 1994-05-01 | 22.3598244040868 |
| 1994-06-01 | 22.3691778814366 |
| 1994-07-01 | 22.3490308716995 |
| 1994-08-01 | 22.6020110202442 |
| 1994-09-01 | 22.9055132746225 |
| 1994-10-01 | 22.9326809770228 |
| 1994-11-01 | 23.1233100751756 |
| 1994-12-01 | 23.6610235124363 |
| 1995-01-01 | 23.4792551814426 |
| 1995-02-01 | 23.7963529312144 |
| 1995-03-01 | 24.2602550777310 |
| 1995-04-01 | 24.5383853739068 |
| 1995-05-01 | 24.7621131565028 |
| 1995-06-01 | 25.0590051672724 |
| 1995-07-01 | 25.1243947142295 |
| 1995-08-01 | 25.2670520947628 |
| 1995-09-01 | 25.5150611221495 |
| 1995-10-01 | 25.6764598499194 |
| 1995-11-01 | 25.8591602145838 |
| 1995-12-01 | 26.2370900795271 |
| 1996-01-01 | 26.0506342781029 |
| 1996-02-01 | 26.3543237292611 |
| 1996-03-01 | 26.4088485956477 |
| 1996-04-01 | 26.5545380418641 |
| 1996-05-01 | 26.7582683615162 |
| 1996-06-01 | 27.0442738450198 |
| 1996-07-01 | 27.3954043095979 |
| 1996-08-01 | 27.6315632867090 |
| 1996-09-01 | 28.0501931405381 |
| 1996-10-01 | 28.6273905385244 |
| 1996-11-01 | 29.0247496947948 |
| 1996-12-01 | 29.2193206377859 |
| 1997-01-01 | 29.4910634630218 |
| 1997-02-01 | 29.8870438385790 |
| 1997-03-01 | 29.9553228739800 |
| 1997-04-01 | 30.2621639408530 |
| 1997-05-01 | 30.6505166546442 |
| 1997-06-01 | 31.0374412827705 |
| 1997-07-01 | 31.5760724040667 |
| 1997-08-01 | 31.9039501548020 |
| 1997-09-01 | 32.1061672223730 |
| 1997-10-01 | 32.2821189541282 |
| 1997-11-01 | 32.5974820658619 |
| 1997-12-01 | 33.0094939975850 |
| 1998-01-01 | 33.7891919494132 |
| 1998-02-01 | 33.9826829831457 |
| 1998-03-01 | 34.3898161511791 |
| 1998-04-01 | 35.5003514579218 |
| 1998-05-01 | 36.0593585645863 |
| 1998-06-01 | 36.2486116453362 |
| 1998-07-01 | 36.4648942597689 |
| 1998-08-01 | 36.8749234351843 |
| 1998-09-01 | 37.1384828935012 |
| 1998-10-01 | 37.5635591112946 |
| 1998-11-01 | 38.2791899035361 |
| 1998-12-01 | 38.2679051051323 |
| 1999-01-01 | 38.2536979187990 |
| 1999-02-01 | 38.3824022234264 |
| 1999-03-01 | 39.2199525198596 |
| 1999-04-01 | 39.8537650007158 |
| 1999-05-01 | 39.7826028440958 |
| 1999-06-01 | 40.0764902675206 |
| 1999-07-01 | 40.7720263171448 |
| 1999-08-01 | 40.6569864178962 |
| 1999-09-01 | 40.9515779078958 |
| 1999-10-01 | 39.4512808474626 |
| 1999-11-01 | 39.4358631436380 |
| 1999-12-01 | 39.5829465809794 |
| 2000-01-01 | 41.2216580342360 |
| 2000-02-01 | 41.5791980536093 |
| 2000-03-01 | 41.8535215514842 |
| 2000-04-01 | 40.7408090214581 |
| 2000-05-01 | 41.0217173010831 |
| 2000-06-01 | 41.3128289918266 |
| 2000-07-01 | 43.2897027143459 |
| 2000-08-01 | 43.5484356835531 |
| 2000-09-01 | 43.6369359277253 |
| 2000-10-01 | 41.8300960493447 |
| 2000-11-01 | 41.9790836494301 |
| 2000-12-01 | 42.0652512379685 |
| 2001-01-01 | 42.6040939711658 |
| 2001-02-01 | 42.5896511799473 |
| 2001-03-01 | 42.3903780347784 |
| 2001-04-01 | 41.8376702075258 |
| 2001-05-01 | 42.1688998024446 |
| 2001-06-01 | 42.3564759120570 |
| 2001-07-01 | 41.7941003797764 |
| 2001-08-01 | 41.6452264686418 |
| 2001-09-01 | 41.5255997581850 |
| 2001-10-01 | 41.0001472114197 |
| 2001-11-01 | 40.9055373917723 |
| 2001-12-01 | 40.9508181266134 |
| 2002-01-01 | 40.6004772068779 |
| 2002-02-01 | 40.3021473259755 |
| 2002-03-01 | 40.0447570436958 |
| 2002-04-01 | 39.6194165039641 |
| 2002-05-01 | 39.3070854045555 |
| 2002-06-01 | 39.1947857159266 |
| 2002-07-01 | 39.0901038558944 |
| 2002-08-01 | 38.7343072218200 |
| 2002-09-01 | 38.4977436203957 |
| 2002-10-01 | 38.2858172801821 |
| 2002-11-01 | 38.1588140396868 |
| 2002-12-01 | 37.9623280684267 |
| 2003-01-01 | 37.7029595932729 |
| 2003-02-01 | 37.6307743017073 |
| 2003-03-01 | 37.3972631348570 |
| 2003-04-01 | 37.8538470374520 |
| 2003-05-01 | 38.3256914492845 |
| 2003-06-01 | 38.6231546877354 |
| 2003-07-01 | 38.8652000320701 |
| 2003-08-01 | 39.4263474086773 |
| 2003-09-01 | 39.8880987127011 |
| 2003-10-01 | 40.4759469651224 |
| 2003-11-01 | 40.8309138022769 |
| 2003-12-01 | 41.4164319366410 |
| 2004-01-01 | 41.2225107233700 |
| 2004-02-01 | 41.4448435076184 |
| 2004-03-01 | 41.8620490355603 |
| 2004-04-01 | 41.9460222029933 |
| 2004-05-01 | 42.2130494164232 |
| 2004-06-01 | 42.4335572115684 |
| 2004-07-01 | 42.7386199772281 |
| 2004-08-01 | 42.9133101834477 |
| 2004-09-01 | 43.0936550305654 |
| 2004-10-01 | 43.3649654839378 |
| 2004-11-01 | 43.6378227207432 |
| 2004-12-01 | 43.9181733165026 |
| 2005-01-01 | 43.9419531132072 |
| 2005-02-01 | 44.1406615335568 |
| 2005-03-01 | 44.3222430569435 |
| 2005-04-01 | 44.5044531891602 |
| 2005-05-01 | 44.4884352168732 |
| 2005-06-01 | 44.6432322903128 |
| 2005-07-01 | 44.7042878877019 |
| 2005-08-01 | 44.7962282087031 |
| 2005-09-01 | 45.0151623782439 |
| 2005-10-01 | 44.7540562127354 |
| 2005-11-01 | 44.7619383867045 |
| 2005-12-01 | 45.0509224478824 |
| 2006-01-01 | 45.4496979562074 |
| 2006-02-01 | 45.6194269184403 |
| 2006-03-01 | 45.7888995819036 |
| 2006-04-01 | 45.9399861925077 |
| 2006-05-01 | 46.0596169573106 |
| 2006-06-01 | 46.4565971966239 |
| 2006-07-01 | 46.2803261483320 |
| 2006-08-01 | 46.2712538197283 |
| 2006-09-01 | 46.6407292401182 |
| 2006-10-01 | 46.8459819134342 |
| 2006-11-01 | 47.0923131692514 |
| 2006-12-01 | 47.2889347882836 |
| 2007-01-01 | 47.4467105392521 |
| 2007-02-01 | 47.7035568785399 |
| 2007-03-01 | 47.7342221496120 |
| 2007-04-01 | 48.0899478169215 |
| 2007-05-01 | 48.5345367935151 |
| 2007-06-01 | 48.6768301989738 |
| 2007-07-01 | 48.8576621857552 |
| 2007-08-01 | 49.0507033730785 |
| 2007-09-01 | 49.0707134663052 |
| 2007-10-01 | 49.4194220059469 |
| 2007-11-01 | 49.7045656584576 |
| 2007-12-01 | 49.8196306248536 |
| 2008-01-01 | 50.6488553263737 |
| 2008-02-01 | 50.9034471585775 |
| 2008-03-01 | 50.9765320590140 |
| 2008-04-01 | 51.8586800466548 |
| 2008-05-01 | 52.1059393053867 |
| 2008-06-01 | 52.6015421386425 |
| 2008-07-01 | 53.0378383608301 |
| 2008-08-01 | 53.5119317856538 |
| 2008-09-01 | 53.9183118838745 |
| 2008-10-01 | 53.6810298504732 |
| 2008-11-01 | 53.8927012320498 |
| 2008-12-01 | 53.8618261952978 |
| 2009-01-01 | 53.7556181519262 |
| 2009-02-01 | 53.6107806551572 |
| 2009-03-01 | 53.4015024474834 |
| 2009-04-01 | 53.2511286741829 |
| 2009-05-01 | 52.7801563945415 |
| 2009-06-01 | 52.4276405981822 |
| 2009-07-01 | 52.2106598133535 |
| 2009-08-01 | 51.9646709497005 |
| 2009-09-01 | 51.8716594273937 |
| 2009-10-01 | 51.9378799522548 |
| 2009-11-01 | 51.9719726754957 |
| 2009-12-01 | 52.1137315413091 |
| 2010-01-01 | 52.1672996031853 |
| 2010-02-01 | 52.2263355197754 |
| 2010-03-01 | 52.5141127803942 |
| 2010-04-01 | 52.5426874072934 |
| 2010-05-01 | 52.8516532515431 |
| 2010-06-01 | 53.0583466399639 |
| 2010-07-01 | 53.0665665047971 |
| 2010-08-01 | 53.2125744722447 |
| 2010-09-01 | 53.5332267029677 |
| 2010-10-01 | 53.7124701175469 |
| 2010-11-01 | 53.8518228634109 |
| 2010-12-01 | 54.1910754343840 |
| 2011-01-01 | 54.2638053881503 |
| 2011-02-01 | 54.4316966575479 |
| 2011-03-01 | 54.7149451276837 |
| 2011-04-01 | 55.3526930785387 |
| 2011-05-01 | 55.4182135769295 |
| 2011-06-01 | 55.7721611950965 |
| 2011-07-01 | 56.2067007744508 |
| 2011-08-01 | 56.6711980870656 |
| 2011-09-01 | 56.8986053509840 |
| 2011-10-01 | 57.2046037946443 |
| 2011-11-01 | 57.6361187364031 |
| 2011-12-01 | 57.7706806957015 |
| 2012-01-01 | 58.1583793046782 |
| 2012-02-01 | 58.6232591044383 |
| 2012-03-01 | 58.7273270919804 |
| 2012-04-01 | 59.0535959747638 |
| 2012-05-01 | 59.2815664177838 |
| 2012-06-01 | 59.7847142293767 |
| 2012-07-01 | 59.7332055772817 |
| 2012-08-01 | 60.0348803562837 |
| 2012-09-01 | 60.1643625694471 |
| 2012-10-01 | 60.6116478903962 |
| 2012-11-01 | 60.7272415128184 |
| 2012-12-01 | 60.9657668450253 |
| 2013-01-01 | 61.2355405915474 |
| 2013-02-01 | 61.4989832981153 |
| 2013-03-01 | 62.0487951480847 |
| 2013-04-01 | 62.1487541285101 |
| 2013-05-01 | 62.3599588932477 |
| 2013-06-01 | 62.3842851633334 |
| 2013-07-01 | 62.6613459861205 |
| 2013-08-01 | 62.9117294922794 |
| 2013-09-01 | 63.2153726241039 |
| 2013-10-01 | 63.3191626680869 |
| 2013-11-01 | 63.5265721288047 |
| 2013-12-01 | 63.7527149216611 |
| 2014-01-01 | 64.1102269576790 |
| 2014-02-01 | 64.2806385886489 |
| 2014-03-01 | 64.5697918650274 |
| 2014-04-01 | 64.7294821598419 |
| 2014-05-01 | 65.2431917437672 |
| 2014-06-01 | 65.7873492113741 |
| 2014-07-01 | 66.1998553485793 |
| 2014-08-01 | 66.5019991856675 |
| 2014-09-01 | 66.6501581168324 |
| 2014-10-01 | 67.1303665426456 |
| 2014-11-01 | 67.7204739068137 |
| 2014-12-01 | 68.1458263401014 |
| 2015-01-01 | 68.0693040020083 |
| 2015-02-01 | 68.6585956276399 |
| 2015-03-01 | 68.6967535372460 |
| 2015-04-01 | 69.0178747184247 |
| 2015-05-01 | 69.1404531060409 |
| 2015-06-01 | 68.8649546888082 |
| 2015-07-01 | 69.2547778115580 |
| 2015-08-01 | 69.2995055521981 |
| 2015-09-01 | 69.4757021429269 |
| 2015-10-01 | 69.6483092126793 |
| 2015-11-01 | 69.6096672234024 |
| 2015-12-01 | 69.8234905756231 |
| 2016-01-01 | 70.3362020003728 |
| 2016-02-01 | 70.3357284558227 |
| 2016-03-01 | 70.6195787785125 |
| 2016-04-01 | 70.8973725010268 |
| 2016-05-01 | 70.9514896988509 |
| 2016-06-01 | 71.1237226160841 |
| 2016-07-01 | 71.3362843615582 |
| 2016-08-01 | 71.4140608741393 |
| 2016-09-01 | 71.8771771288740 |
| 2016-10-01 | 71.1715479740068 |
| 2016-11-01 | 71.3050872026507 |
| 2016-12-01 | 71.8117599897802 |
| 2017-01-01 | 70.8958456012040 |
| 2017-02-01 | 70.6955849684920 |
| 2017-03-01 | 70.6298985426883 |
| 2017-04-01 | 70.3734411433767 |
| 2017-05-01 | 70.3741840440274 |
| 2017-06-01 | 70.0614664954194 |
| 2017-07-01 | 70.0418943196579 |
| 2017-08-01 | 70.0468318628717 |
| 2017-09-01 | 69.8743790230427 |
| 2017-10-01 | 70.0047918593238 |
| 2017-11-01 | 70.2117873598146 |
| 2017-12-01 | 70.0671955013916 |
| 2018-01-01 | 70.2768006970096 |
| 2018-02-01 | 70.3597237317368 |
| 2018-03-01 | 70.1861853838219 |
| 2018-04-01 | 70.4569169536846 |
| 2018-05-01 | 70.5999879320507 |
| 2018-06-01 | 70.6967904030938 |
| 2018-07-01 | 70.8582366521471 |
| 2018-08-01 | 70.9965739888440 |
| 2018-09-01 | 70.4616381030189 |
| 2018-10-01 | 70.9601900676094 |
| 2018-11-01 | 71.0442162532651 |
| 2018-12-01 | 70.6855151461075 |
| 2019-01-01 | 71.2691817049982 |
| 2019-02-01 | 71.2160298638366 |
| 2019-03-01 | 70.9074827908663 |
| 2019-04-01 | 71.5545353727357 |
| 2019-05-01 | 71.5356224539532 |
| 2019-06-01 | 71.9373623927169 |
| 2019-07-01 | 71.8651163469825 |
| 2019-08-01 | 71.9459391197904 |
| 2019-09-01 | 72.2440870664428 |
| 2019-10-01 | 72.1318312325200 |
| 2019-11-01 | 71.9929356583015 |
| 2019-12-01 | 71.7597551942786 |
| 2020-01-01 | 71.8906005648028 |
| 2020-02-01 | 71.8927932369586 |
| 2020-03-01 | 71.5803798411373 |
| 2020-04-01 | 70.5712492062043 |
| 2020-05-01 | 70.6793077170537 |
| 2020-06-01 | 70.3776459835837 |
| 2020-07-01 | 70.2783740788687 |
| 2020-08-01 | 70.4038384241375 |
| 2020-09-01 | 70.6904073655504 |
| 2020-10-01 | 71.1956565471073 |
| 2020-11-01 | 71.6671760492081 |
| 2020-12-01 | 72.0111518928083 |
| 2021-01-01 | 72.3241937776134 |
| 2021-02-01 | 72.6907747569185 |
| 2021-03-01 | 73.1381902472849 |
| 2021-04-01 | 73.7019858153608 |
| 2021-05-01 | 73.7188192524425 |
| 2021-06-01 | 74.0343987711250 |
| 2021-07-01 | 74.4940553753893 |
| 2021-08-01 | 74.7492206153142 |
| 2021-09-01 | 74.9090245871437 |
| 2021-10-01 | 75.3518930762451 |
| 2021-11-01 | 75.8491332929647 |
| 2021-12-01 | 76.6433497728713 |
| 2022-01-01 | 76.9641894926287 |
| 2022-02-01 | 77.5298820284181 |
| 2022-03-01 | 77.7874547109359 |
| 2022-04-01 | 78.1413434258227 |
| 2022-05-01 | 78.3562611573689 |
| 2022-06-01 | 78.6048147455493 |
| 2022-07-01 | 79.0104745753105 |
| 2022-08-01 | 78.9755724899216 |
| 2022-09-01 | 78.8080457190107 |
| 2022-10-01 | 78.5907430754034 |
| 2022-11-01 | 78.3371521409263 |
| 2022-12-01 | 77.8856797311425 |
| 2023-01-01 | 77.7127994663107 |
| 2023-02-01 | 77.4656891865589 |
| 2023-03-01 | 77.4695327665661 |
| 2023-04-01 | 77.0735656737330 |
| 2023-05-01 | 76.9714291483968 |
| 2023-06-01 | 76.9017185243160 |
| 2023-07-01 | 76.4250977798643 |
| 2023-08-01 | 76.3745983684964 |
| 2023-09-01 | 76.5124748524876 |
| 2023-10-01 | 76.4129947099593 |
| 2023-11-01 | 76.3141539823320 |
| 2023-12-01 | 76.5577484643292 |
| 2024-01-01 | 75.8556612877849 |
| 2024-02-01 | 75.5022075063811 |
| 2024-03-01 | 75.5786140131408 |
| 2024-04-01 | 75.2888604751360 |
| 2024-05-01 | 75.1741469217314 |
| 2024-06-01 | 75.1002127363754 |
| 2024-07-01 | 74.8519556977217 |
| 2024-08-01 | 74.6757853733856 |
| 2024-09-01 | 74.6267852508306 |
| 2024-10-01 | 74.3152479914757 |
| 2024-11-01 | 74.2774451192554 |
| 2024-12-01 | 74.5511259468973 |
| 2025-01-01 | 74.2952927385560 |
| 2025-02-01 | 73.8145416666018 |
| 2025-03-01 | 73.6266583237551 |
| 2025-04-01 | 73.4887558554043 |
| 2025-05-01 | 73.0537986970864 |
| 2025-06-01 | 73.0134736842895 |
| 2025-07-01 | 72.8773065862855 |
| 2025-08-01 | 72.6727692508652 |
| 2025-09-01 | 72.5787595315281 |
| 2025-10-01 | 72.4171607776997 |
| 2025-11-01 | 71.8173010739709 |
| 2025-12-01 | 71.5491179753894 |
| 2026-01-01 | 71.2163199387835 |
| 2026-02-01 | 71.5203803881886 |
| 2026-03-01 | 71.4002454546727 |
| 2026-04-01 | 71.1744528212333 |
| 2026-05-01 | 71.1380206229828 |
| 2026-06-01 | 70.6301489052422 |