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 2026-01-01 |
| Last Updated | 2026-04-10 11:57 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 | 17.9919291009019 |
| 1990-02-01 | 18.0497390018732 |
| 1990-03-01 | 18.2080879373338 |
| 1990-04-01 | 18.4368573973336 |
| 1990-05-01 | 18.5887156802138 |
| 1990-06-01 | 18.6031974796656 |
| 1990-07-01 | 18.8648713726295 |
| 1990-08-01 | 18.9005693069735 |
| 1990-09-01 | 19.0874426590846 |
| 1990-10-01 | 18.9234647735173 |
| 1990-11-01 | 18.8855195279214 |
| 1990-12-01 | 18.7255340399603 |
| 1991-01-01 | 19.0144984331621 |
| 1991-02-01 | 18.8689171338572 |
| 1991-03-01 | 18.9097509320658 |
| 1991-04-01 | 18.7476697846022 |
| 1991-05-01 | 18.7957977653614 |
| 1991-06-01 | 18.8046515654796 |
| 1991-07-01 | 18.6676930936656 |
| 1991-08-01 | 18.6849534933393 |
| 1991-09-01 | 18.6641952042700 |
| 1991-10-01 | 18.9045469682260 |
| 1991-11-01 | 19.0497448121661 |
| 1991-12-01 | 19.0984566827854 |
| 1992-01-01 | 19.9743980398021 |
| 1992-02-01 | 20.0103091994153 |
| 1992-03-01 | 20.0187040072729 |
| 1992-04-01 | 20.4696743654145 |
| 1992-05-01 | 20.5148179941928 |
| 1992-06-01 | 20.5938122701562 |
| 1992-07-01 | 20.5732799503220 |
| 1992-08-01 | 20.5603973217425 |
| 1992-09-01 | 20.5381331228542 |
| 1992-10-01 | 21.8614299273959 |
| 1992-11-01 | 21.7864973305775 |
| 1992-12-01 | 21.7482922658378 |
| 1993-01-01 | 21.9735851820493 |
| 1993-02-01 | 21.9668419500127 |
| 1993-03-01 | 21.9549015633206 |
| 1993-04-01 | 21.5880378283600 |
| 1993-05-01 | 21.6352695620438 |
| 1993-06-01 | 21.4816693214577 |
| 1993-07-01 | 22.0727151728678 |
| 1993-08-01 | 22.1373679236773 |
| 1993-09-01 | 22.1156220923404 |
| 1993-10-01 | 21.9966131717109 |
| 1993-11-01 | 22.1033089064405 |
| 1993-12-01 | 22.3996218400117 |
| 1994-01-01 | 21.5851085617938 |
| 1994-02-01 | 21.8254464816907 |
| 1994-03-01 | 21.9977224675517 |
| 1994-04-01 | 22.2248842285785 |
| 1994-05-01 | 22.3601718496857 |
| 1994-06-01 | 22.3690914930045 |
| 1994-07-01 | 22.3493711375174 |
| 1994-08-01 | 22.6023717418132 |
| 1994-09-01 | 22.9058955986777 |
| 1994-10-01 | 22.9327539622183 |
| 1994-11-01 | 23.1233867396151 |
| 1994-12-01 | 23.6589209707107 |
| 1995-01-01 | 23.4791988429574 |
| 1995-02-01 | 23.7964951967602 |
| 1995-03-01 | 24.2604712711183 |
| 1995-04-01 | 24.5386014022234 |
| 1995-05-01 | 24.7624283602252 |
| 1995-06-01 | 25.0590196888424 |
| 1995-07-01 | 25.1247466838189 |
| 1995-08-01 | 25.2674268077591 |
| 1995-09-01 | 25.5154191658032 |
| 1995-10-01 | 25.6765957020169 |
| 1995-11-01 | 25.8591726636918 |
| 1995-12-01 | 26.2352985736175 |
| 1996-01-01 | 26.0503935755275 |
| 1996-02-01 | 26.3543443713248 |
| 1996-03-01 | 26.4089558917062 |
| 1996-04-01 | 26.5545626795075 |
| 1996-05-01 | 26.7586069679900 |
| 1996-06-01 | 27.0444526729366 |
| 1996-07-01 | 27.3958244516216 |
| 1996-08-01 | 27.6321609674322 |
| 1996-09-01 | 28.0509014302888 |
| 1996-10-01 | 28.6272932855341 |
| 1996-11-01 | 29.0245895553117 |
| 1996-12-01 | 29.2177801293614 |
| 1997-01-01 | 29.4903993335052 |
| 1997-02-01 | 29.8868157592813 |
| 1997-03-01 | 29.9554177058864 |
| 1997-04-01 | 30.2619401452891 |
| 1997-05-01 | 30.6509851415003 |
| 1997-06-01 | 31.0379870442133 |
| 1997-07-01 | 31.5765383456006 |
| 1997-08-01 | 31.9049202606602 |
| 1997-09-01 | 32.1075059605707 |
| 1997-10-01 | 32.2814910543455 |
| 1997-11-01 | 32.5970182093121 |
| 1997-12-01 | 33.0086062663400 |
| 1998-01-01 | 33.7871403893074 |
| 1998-02-01 | 33.9823604294860 |
| 1998-03-01 | 34.3900570221870 |
| 1998-04-01 | 35.5000145584905 |
| 1998-05-01 | 36.0600731453079 |
| 1998-06-01 | 36.2495832900624 |
| 1998-07-01 | 36.4654911415508 |
| 1998-08-01 | 36.8762321623237 |
| 1998-09-01 | 37.1404037032924 |
| 1998-10-01 | 37.5623876410223 |
| 1998-11-01 | 38.2784312470667 |
| 1998-12-01 | 38.2674379368019 |
| 1999-01-01 | 38.2502681366459 |
| 1999-02-01 | 38.3819848522707 |
| 1999-03-01 | 39.2202305670706 |
| 1999-04-01 | 39.8531203574949 |
| 1999-05-01 | 39.7847537844204 |
| 1999-06-01 | 40.0775410130403 |
| 1999-07-01 | 40.7725519418346 |
| 1999-08-01 | 40.6583961987934 |
| 1999-09-01 | 40.9536983243651 |
| 1999-10-01 | 39.4497881999422 |
| 1999-11-01 | 39.4348757907782 |
| 1999-12-01 | 39.5827262055060 |
| 2000-01-01 | 41.2171328326455 |
| 2000-02-01 | 41.5788272281082 |
| 2000-03-01 | 41.8538361219717 |
| 2000-04-01 | 40.7400992340399 |
| 2000-05-01 | 41.0253307527345 |
| 2000-06-01 | 41.3138219289987 |
| 2000-07-01 | 43.2900514907892 |
| 2000-08-01 | 43.5495791128141 |
| 2000-09-01 | 43.6388215116337 |
| 2000-10-01 | 41.8284388597241 |
| 2000-11-01 | 41.9780621191026 |
| 2000-12-01 | 42.0649728090032 |
| 2001-01-01 | 42.5996203547788 |
| 2001-02-01 | 42.5892508335971 |
| 2001-03-01 | 42.3906713674947 |
| 2001-04-01 | 41.8369953846632 |
| 2001-05-01 | 42.1739117310972 |
| 2001-06-01 | 42.3572316293965 |
| 2001-07-01 | 41.7940175650490 |
| 2001-08-01 | 41.6456690857671 |
| 2001-09-01 | 41.5266899293131 |
| 2001-10-01 | 40.9985890228219 |
| 2001-11-01 | 40.9047980811143 |
| 2001-12-01 | 40.9507783696398 |
| 2002-01-01 | 40.5965599208087 |
| 2002-02-01 | 40.3018823885410 |
| 2002-03-01 | 40.0451176592662 |
| 2002-04-01 | 39.6192609167164 |
| 2002-05-01 | 39.3121179908966 |
| 2002-06-01 | 39.1953159035148 |
| 2002-07-01 | 39.0900363707973 |
| 2002-08-01 | 38.7344956892945 |
| 2002-09-01 | 38.4952906813262 |
| 2002-10-01 | 38.2846766771332 |
| 2002-11-01 | 38.1608589082484 |
| 2002-12-01 | 37.9619107370065 |
| 2003-01-01 | 37.7002708548966 |
| 2003-02-01 | 37.6305644989169 |
| 2003-03-01 | 37.3975229897998 |
| 2003-04-01 | 37.8538492496214 |
| 2003-05-01 | 38.3304906868120 |
| 2003-06-01 | 38.6232623720847 |
| 2003-07-01 | 38.8650714810352 |
| 2003-08-01 | 39.4263149939539 |
| 2003-09-01 | 39.8821652974057 |
| 2003-10-01 | 40.4753048082841 |
| 2003-11-01 | 40.8358866716177 |
| 2003-12-01 | 41.4158938826829 |
| 2004-01-01 | 41.2210936020070 |
| 2004-02-01 | 41.4447167371499 |
| 2004-03-01 | 41.8622540830021 |
| 2004-04-01 | 41.9462691433556 |
| 2004-05-01 | 42.2163071746962 |
| 2004-06-01 | 42.4335257635420 |
| 2004-07-01 | 42.7386785591745 |
| 2004-08-01 | 42.9134191485854 |
| 2004-09-01 | 43.0847496714487 |
| 2004-10-01 | 43.3646486094188 |
| 2004-11-01 | 43.6456390032258 |
| 2004-12-01 | 43.9175223888016 |
| 2005-01-01 | 43.9415241166346 |
| 2005-02-01 | 44.1405579409347 |
| 2005-03-01 | 44.3223621985830 |
| 2005-04-01 | 44.5045806103954 |
| 2005-05-01 | 44.4901064021157 |
| 2005-06-01 | 44.6432435427851 |
| 2005-07-01 | 44.7042992579515 |
| 2005-08-01 | 44.7962380754558 |
| 2005-09-01 | 45.0062121336908 |
| 2005-10-01 | 44.7538904786525 |
| 2005-11-01 | 44.7701181777600 |
| 2005-12-01 | 45.0507385190672 |
| 2006-01-01 | 45.4495889983372 |
| 2006-02-01 | 45.6194219437205 |
| 2006-03-01 | 45.7889891760357 |
| 2006-04-01 | 45.9401127415174 |
| 2006-05-01 | 46.0597373928753 |
| 2006-06-01 | 46.4567255509482 |
| 2006-07-01 | 46.2805818193446 |
| 2006-08-01 | 46.2715755957902 |
| 2006-09-01 | 46.6320605647132 |
| 2006-10-01 | 46.8459971799965 |
| 2006-11-01 | 47.1004962903848 |
| 2006-12-01 | 47.2886774670808 |
| 2007-01-01 | 47.4466080280145 |
| 2007-02-01 | 47.7036218364857 |
| 2007-03-01 | 47.7341525257667 |
| 2007-04-01 | 48.0896925849301 |
| 2007-05-01 | 48.5344095560441 |
| 2007-06-01 | 48.6768683391476 |
| 2007-07-01 | 48.8577758428087 |
| 2007-08-01 | 49.0508542409826 |
| 2007-09-01 | 49.0649122780360 |
| 2007-10-01 | 49.4194910988302 |
| 2007-11-01 | 49.7101811387284 |
| 2007-12-01 | 49.8196525952276 |
| 2008-01-01 | 50.6488982503492 |
| 2008-02-01 | 50.9034751485924 |
| 2008-03-01 | 50.9763633799410 |
| 2008-04-01 | 51.8583373488899 |
| 2008-05-01 | 52.1057541117127 |
| 2008-06-01 | 52.6015378453057 |
| 2008-07-01 | 53.0378481572495 |
| 2008-08-01 | 53.5119292922302 |
| 2008-09-01 | 53.9153629215845 |
| 2008-10-01 | 53.6810959047909 |
| 2008-11-01 | 53.8956367887962 |
| 2008-12-01 | 53.8619920306052 |
| 2009-01-01 | 53.7557317795238 |
| 2009-02-01 | 53.6107905770148 |
| 2009-03-01 | 53.4013211634129 |
| 2009-04-01 | 53.2508127428558 |
| 2009-05-01 | 52.7800331041871 |
| 2009-06-01 | 52.4276514654934 |
| 2009-07-01 | 52.2105041487108 |
| 2009-08-01 | 51.9643765671125 |
| 2009-09-01 | 51.8714376597814 |
| 2009-10-01 | 51.9379040637810 |
| 2009-11-01 | 51.9722694129034 |
| 2009-12-01 | 52.1141168713463 |
| 2010-01-01 | 52.1675233363589 |
| 2010-02-01 | 52.2262952688843 |
| 2010-03-01 | 52.5139759170197 |
| 2010-04-01 | 52.5425766122464 |
| 2010-05-01 | 52.8515778449072 |
| 2010-06-01 | 53.0583184943842 |
| 2010-07-01 | 53.0665362623832 |
| 2010-08-01 | 53.2125223203461 |
| 2010-09-01 | 53.5331893591268 |
| 2010-10-01 | 53.7124836599431 |
| 2010-11-01 | 53.8519009509862 |
| 2010-12-01 | 54.1911726474871 |
| 2011-01-01 | 54.2638604430961 |
| 2011-02-01 | 54.4316823165619 |
| 2011-03-01 | 54.7149024959543 |
| 2011-04-01 | 55.3526564814255 |
| 2011-05-01 | 55.4181836663449 |
| 2011-06-01 | 55.7721507753933 |
| 2011-07-01 | 56.2067084542040 |
| 2011-08-01 | 56.6712117078880 |
| 2011-09-01 | 56.8986154170059 |
| 2011-10-01 | 57.2046092380636 |
| 2011-11-01 | 57.6361199330006 |
| 2011-12-01 | 57.7706778720399 |
| 2012-01-01 | 58.1583756787331 |
| 2012-02-01 | 58.6232569922646 |
| 2012-03-01 | 58.7273260861808 |
| 2012-04-01 | 59.0535970651431 |
| 2012-05-01 | 59.2815675840013 |
| 2012-06-01 | 59.7847149515294 |
| 2012-07-01 | 59.7332068441307 |
| 2012-08-01 | 60.0348821808870 |
| 2012-09-01 | 60.1643616507949 |
| 2012-10-01 | 60.6116498182695 |
| 2012-11-01 | 60.7272427987757 |
| 2012-12-01 | 60.9657672845076 |
| 2013-01-01 | 61.2355260685114 |
| 2013-02-01 | 61.4989847209609 |
| 2013-03-01 | 62.0487963063286 |
| 2013-04-01 | 62.1487557458429 |
| 2013-05-01 | 62.3599601675268 |
| 2013-06-01 | 62.3842875267441 |
| 2013-07-01 | 62.6613508962935 |
| 2013-08-01 | 62.9117367472998 |
| 2013-09-01 | 63.2153689164918 |
| 2013-10-01 | 63.3191706793627 |
| 2013-11-01 | 63.5265697293898 |
| 2013-12-01 | 63.7527091925263 |
| 2014-01-01 | 64.1101931546795 |
| 2014-02-01 | 64.2806412988043 |
| 2014-03-01 | 64.5697985669520 |
| 2014-04-01 | 64.7294896162357 |
| 2014-05-01 | 65.2431966940750 |
| 2014-06-01 | 65.7873544806394 |
| 2014-07-01 | 66.1998652165426 |
| 2014-08-01 | 66.5020150837497 |
| 2014-09-01 | 66.6501558663393 |
| 2014-10-01 | 67.1303791188084 |
| 2014-11-01 | 67.7204610130586 |
| 2014-12-01 | 68.1458038789067 |
| 2015-01-01 | 68.0692414319185 |
| 2015-02-01 | 68.6585934903986 |
| 2015-03-01 | 68.6968027535388 |
| 2015-04-01 | 69.0178853682171 |
| 2015-05-01 | 69.1404546431567 |
| 2015-06-01 | 68.8649543481205 |
| 2015-07-01 | 69.2547916372770 |
| 2015-08-01 | 69.2995314081072 |
| 2015-09-01 | 69.4756996259057 |
| 2015-10-01 | 69.6483367078503 |
| 2015-11-01 | 69.6096840145329 |
| 2015-12-01 | 69.8234259537128 |
| 2016-01-01 | 70.3360215232534 |
| 2016-02-01 | 70.3357605473128 |
| 2016-03-01 | 70.6197519647504 |
| 2016-04-01 | 70.8973631389156 |
| 2016-05-01 | 70.9514665458116 |
| 2016-06-01 | 71.1237066832155 |
| 2016-07-01 | 71.3362931239562 |
| 2016-08-01 | 71.4140872620464 |
| 2016-09-01 | 71.8771777977709 |
| 2016-10-01 | 71.1715869572896 |
| 2016-11-01 | 71.3051410836986 |
| 2016-12-01 | 71.8116630500554 |
| 2017-01-01 | 70.8955550757507 |
| 2017-02-01 | 70.6956716937644 |
| 2017-03-01 | 70.6302518958265 |
| 2017-04-01 | 70.3733761663418 |
| 2017-05-01 | 70.3740593474082 |
| 2017-06-01 | 70.0614734090400 |
| 2017-07-01 | 70.0419349563279 |
| 2017-08-01 | 70.0468662211711 |
| 2017-09-01 | 69.8743523539237 |
| 2017-10-01 | 70.0047857520109 |
| 2017-11-01 | 70.2117815019582 |
| 2017-12-01 | 70.0669889617874 |
| 2018-01-01 | 70.2764459521166 |
| 2018-02-01 | 70.3600202805342 |
| 2018-03-01 | 70.1869027836835 |
| 2018-04-01 | 70.4567581836694 |
| 2018-05-01 | 70.5998033871993 |
| 2018-06-01 | 70.6967533053791 |
| 2018-07-01 | 70.8582261156283 |
| 2018-08-01 | 70.9966018206754 |
| 2018-09-01 | 70.4616423481956 |
| 2018-10-01 | 70.9601445831402 |
| 2018-11-01 | 71.0439582726581 |
| 2018-12-01 | 70.6849828534771 |
| 2019-01-01 | 71.2687439147790 |
| 2019-02-01 | 71.2166144110735 |
| 2019-03-01 | 70.9088243149866 |
| 2019-04-01 | 71.5546488317565 |
| 2019-05-01 | 71.5354940625558 |
| 2019-06-01 | 71.9371025130274 |
| 2019-07-01 | 71.8648224649873 |
| 2019-08-01 | 71.9458691625536 |
| 2019-09-01 | 72.2440891522829 |
| 2019-10-01 | 72.1317474441111 |
| 2019-11-01 | 71.9925605282593 |
| 2019-12-01 | 71.7586486784441 |
| 2020-01-01 | 71.8891758561607 |
| 2020-02-01 | 71.8922039314548 |
| 2020-03-01 | 71.5860241424306 |
| 2020-04-01 | 70.5707218612574 |
| 2020-05-01 | 70.6795226154717 |
| 2020-06-01 | 70.3785170719659 |
| 2020-07-01 | 70.2768077915571 |
| 2020-08-01 | 70.4048126524722 |
| 2020-09-01 | 70.6906061546366 |
| 2020-10-01 | 71.1946864452197 |
| 2020-11-01 | 71.6652272749759 |
| 2020-12-01 | 72.0078697515571 |
| 2021-01-01 | 72.3164652387450 |
| 2021-02-01 | 72.6893143001137 |
| 2021-03-01 | 73.1508930665439 |
| 2021-04-01 | 73.7043540167031 |
| 2021-05-01 | 73.7228049124327 |
| 2021-06-01 | 74.0391793049943 |
| 2021-07-01 | 74.4928030869731 |
| 2021-08-01 | 74.7517317384233 |
| 2021-09-01 | 74.9085858893597 |
| 2021-10-01 | 75.3453014137040 |
| 2021-11-01 | 75.8373332322717 |
| 2021-12-01 | 76.6381677427863 |
| 2022-01-01 | 76.9438971117442 |
| 2022-02-01 | 77.5267210809582 |
| 2022-03-01 | 77.8114777376468 |
| 2022-04-01 | 78.1530657245836 |
| 2022-05-01 | 78.3715753950429 |
| 2022-06-01 | 78.6175615615391 |
| 2022-07-01 | 79.0130985920281 |
| 2022-08-01 | 78.9812828258813 |
| 2022-09-01 | 78.8050533982849 |
| 2022-10-01 | 78.5740036122078 |
| 2022-11-01 | 78.3087829122419 |
| 2022-12-01 | 77.8649303409352 |
| 2023-01-01 | 77.6568210640877 |
| 2023-02-01 | 77.4739089249796 |
| 2023-03-01 | 77.5199109646227 |
| 2023-04-01 | 77.0960705557771 |
| 2023-05-01 | 77.0203325320038 |
| 2023-06-01 | 76.9192340360539 |
| 2023-07-01 | 76.4308001083070 |
| 2023-08-01 | 76.3883057366983 |
| 2023-09-01 | 76.5026712559569 |
| 2023-10-01 | 76.3784409081841 |
| 2023-11-01 | 76.2627619605247 |
| 2023-12-01 | 76.5115700272246 |
| 2024-01-01 | 75.7537505181320 |
| 2024-02-01 | 75.5298502114247 |
| 2024-03-01 | 75.6627234973004 |
| 2024-04-01 | 75.3275101756242 |
| 2024-05-01 | 75.2663643466976 |
| 2024-06-01 | 75.1164964487583 |
| 2024-07-01 | 74.8594250794184 |
| 2024-08-01 | 74.6987482688205 |
| 2024-09-01 | 74.6090028779578 |
| 2024-10-01 | 74.2628796984571 |
| 2024-11-01 | 74.2055562854746 |
| 2024-12-01 | 74.4734173721219 |
| 2025-01-01 | 74.1423231782747 |
| 2025-02-01 | 73.8679348436890 |
| 2025-03-01 | 73.7456466491000 |
| 2025-04-01 | 73.5434985058783 |
| 2025-05-01 | 73.1917537842900 |
| 2025-06-01 | 73.0216287343911 |
| 2025-07-01 | 72.8846334376974 |
| 2025-08-01 | 72.7043981578705 |
| 2025-09-01 | 72.5532608803723 |
| 2025-10-01 | 72.3479873881589 |
| 2025-11-01 | 71.7272181424436 |
| 2025-12-01 | 71.4492719505077 |
| 2026-01-01 | 71.1294642478556 |