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 2026-05-01 |
| 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 | 17.9918243376407 |
| 1990-02-01 | 18.0496605059550 |
| 1990-03-01 | 18.2080455756607 |
| 1990-04-01 | 18.4368522747205 |
| 1990-05-01 | 18.5887466767838 |
| 1990-06-01 | 18.6032494627136 |
| 1990-07-01 | 18.8649632771765 |
| 1990-08-01 | 18.9006918265895 |
| 1990-09-01 | 19.0876013705230 |
| 1990-10-01 | 18.9232563416622 |
| 1990-11-01 | 18.8853498849915 |
| 1990-12-01 | 18.7256783011074 |
| 1991-01-01 | 19.0144004282781 |
| 1991-02-01 | 18.8688425265692 |
| 1991-03-01 | 18.9097122340448 |
| 1991-04-01 | 18.7476668134836 |
| 1991-05-01 | 18.7958282493953 |
| 1991-06-01 | 18.8046995607799 |
| 1991-07-01 | 18.6677821786945 |
| 1991-08-01 | 18.6850677529450 |
| 1991-09-01 | 18.6643381333024 |
| 1991-10-01 | 18.9043562418769 |
| 1991-11-01 | 19.0495831896242 |
| 1991-12-01 | 19.0985889110020 |
| 1992-01-01 | 19.9743100843499 |
| 1992-02-01 | 20.0102420641680 |
| 1992-03-01 | 20.0186708629438 |
| 1992-04-01 | 20.4696734232933 |
| 1992-05-01 | 20.5148459116883 |
| 1992-06-01 | 20.5938520275579 |
| 1992-07-01 | 20.5733615483975 |
| 1992-08-01 | 20.5604995124643 |
| 1992-09-01 | 20.5382608652702 |
| 1992-10-01 | 21.8612639114583 |
| 1992-11-01 | 21.7863559803021 |
| 1992-12-01 | 21.7483923450460 |
| 1993-01-01 | 21.9735131792542 |
| 1993-02-01 | 21.9667872282978 |
| 1993-03-01 | 21.9548765132195 |
| 1993-04-01 | 21.5880394688938 |
| 1993-05-01 | 21.6352938918194 |
| 1993-06-01 | 21.4816988078096 |
| 1993-07-01 | 22.0727798982417 |
| 1993-08-01 | 22.1374525387577 |
| 1993-09-01 | 22.1157400266588 |
| 1993-10-01 | 21.9964670006943 |
| 1993-11-01 | 22.1031932677421 |
| 1993-12-01 | 22.3996915388725 |
| 1994-01-01 | 21.5850573760935 |
| 1994-02-01 | 21.8254103074903 |
| 1994-03-01 | 21.9977131212336 |
| 1994-04-01 | 22.2248949159164 |
| 1994-05-01 | 22.3601938658898 |
| 1994-06-01 | 22.3691045713081 |
| 1994-07-01 | 22.3494061524803 |
| 1994-08-01 | 22.6024163578439 |
| 1994-09-01 | 22.9059663503202 |
| 1994-10-01 | 22.9326521199560 |
| 1994-11-01 | 23.1233101191968 |
| 1994-12-01 | 23.6589766436478 |
| 1995-01-01 | 23.4791765450437 |
| 1995-02-01 | 23.7964932071540 |
| 1995-03-01 | 24.2604891571520 |
| 1995-04-01 | 24.5386159319046 |
| 1995-05-01 | 24.7624694594694 |
| 1995-06-01 | 25.0589979770990 |
| 1995-07-01 | 25.1247197075111 |
| 1995-08-01 | 25.2674003922913 |
| 1995-09-01 | 25.5154193927604 |
| 1995-10-01 | 25.6765280396747 |
| 1995-11-01 | 25.8591545324066 |
| 1995-12-01 | 26.2353823147988 |
| 1996-01-01 | 26.0504072944471 |
| 1996-02-01 | 26.3543951401278 |
| 1996-03-01 | 26.4090342627211 |
| 1996-04-01 | 26.5545805118044 |
| 1996-05-01 | 26.7586695257259 |
| 1996-06-01 | 27.0443949823343 |
| 1996-07-01 | 27.3957148365461 |
| 1996-08-01 | 27.6320030565102 |
| 1996-09-01 | 28.0506965119560 |
| 1996-10-01 | 28.6273684629533 |
| 1996-11-01 | 29.0246595295150 |
| 1996-12-01 | 29.2178664456163 |
| 1997-01-01 | 29.4905025738850 |
| 1997-02-01 | 29.8869538437892 |
| 1997-03-01 | 29.9555750699520 |
| 1997-04-01 | 30.2619263572061 |
| 1997-05-01 | 30.6510668516460 |
| 1997-06-01 | 31.0379139703147 |
| 1997-07-01 | 31.5762993172177 |
| 1997-08-01 | 31.9046207700110 |
| 1997-09-01 | 32.1071302370710 |
| 1997-10-01 | 32.2816683477511 |
| 1997-11-01 | 32.5971717787987 |
| 1997-12-01 | 33.0087017621791 |
| 1998-01-01 | 33.7873424318398 |
| 1998-02-01 | 33.9825906842940 |
| 1998-03-01 | 34.3902971551439 |
| 1998-04-01 | 35.4999663567337 |
| 1998-05-01 | 36.0601511949675 |
| 1998-06-01 | 36.2495166001378 |
| 1998-07-01 | 36.4651392316489 |
| 1998-08-01 | 36.8758069746885 |
| 1998-09-01 | 37.1398688762371 |
| 1998-10-01 | 37.5626691491918 |
| 1998-11-01 | 38.2786437455331 |
| 1998-12-01 | 38.2675320543733 |
| 1999-01-01 | 38.2505615113492 |
| 1999-02-01 | 38.3822870291717 |
| 1999-03-01 | 39.2205158430680 |
| 1999-04-01 | 39.8530315826534 |
| 1999-05-01 | 39.7848259974939 |
| 1999-06-01 | 40.0774867205892 |
| 1999-07-01 | 40.7721231518617 |
| 1999-08-01 | 40.6579229709918 |
| 1999-09-01 | 40.9531481353919 |
| 1999-10-01 | 39.4500609121965 |
| 1999-11-01 | 39.4351041885116 |
| 1999-12-01 | 39.5828409701102 |
| 2000-01-01 | 41.2174469584445 |
| 2000-02-01 | 41.5791407165105 |
| 2000-03-01 | 41.8541313763460 |
| 2000-04-01 | 40.7399982455647 |
| 2000-05-01 | 41.0253757751175 |
| 2000-06-01 | 41.3137890414047 |
| 2000-07-01 | 43.2896392236397 |
| 2000-08-01 | 43.5491250104003 |
| 2000-09-01 | 43.6382871920944 |
| 2000-10-01 | 41.8287163884308 |
| 2000-11-01 | 41.9782677852526 |
| 2000-12-01 | 42.0650674774244 |
| 2001-01-01 | 42.5999207477056 |
| 2001-02-01 | 42.5895293872693 |
| 2001-03-01 | 42.3909233362209 |
| 2001-04-01 | 41.8368890427498 |
| 2001-05-01 | 42.1739303004221 |
| 2001-06-01 | 42.3572250574753 |
| 2001-07-01 | 41.7936685499379 |
| 2001-08-01 | 41.6453189162178 |
| 2001-09-01 | 41.5263174441756 |
| 2001-10-01 | 40.9987631650431 |
| 2001-11-01 | 40.9049414741318 |
| 2001-12-01 | 40.9508683826204 |
| 2002-01-01 | 40.5967790355814 |
| 2002-02-01 | 40.3020795777645 |
| 2002-03-01 | 40.0452991234345 |
| 2002-04-01 | 39.6191817928981 |
| 2002-05-01 | 39.3121120767070 |
| 2002-06-01 | 39.1953225025887 |
| 2002-07-01 | 39.0898072970230 |
| 2002-08-01 | 38.7342786545475 |
| 2002-09-01 | 38.4950820409712 |
| 2002-10-01 | 38.2847568316585 |
| 2002-11-01 | 38.1609307503321 |
| 2002-12-01 | 37.9619779080232 |
| 2003-01-01 | 37.7004008457701 |
| 2003-02-01 | 37.6306754483002 |
| 2003-03-01 | 37.3976233289041 |
| 2003-04-01 | 37.8538038781942 |
| 2003-05-01 | 38.3304873951522 |
| 2003-06-01 | 38.6232603869867 |
| 2003-07-01 | 38.8649537578204 |
| 2003-08-01 | 39.4262219883933 |
| 2003-09-01 | 39.8821125203522 |
| 2003-10-01 | 40.4752860102495 |
| 2003-11-01 | 40.8359044500630 |
| 2003-12-01 | 41.4159496628532 |
| 2004-01-01 | 41.2211364163984 |
| 2004-02-01 | 41.4447553583909 |
| 2004-03-01 | 41.8623051533205 |
| 2004-04-01 | 41.9462593528483 |
| 2004-05-01 | 42.2163072498497 |
| 2004-06-01 | 42.4335159367604 |
| 2004-07-01 | 42.7386503537720 |
| 2004-08-01 | 42.9133883397690 |
| 2004-09-01 | 43.0847204728698 |
| 2004-10-01 | 43.3646428225622 |
| 2004-11-01 | 43.6456360883448 |
| 2004-12-01 | 43.9175402952615 |
| 2005-01-01 | 43.9415373315662 |
| 2005-02-01 | 44.1405670029958 |
| 2005-03-01 | 44.3223850906472 |
| 2005-04-01 | 44.5045812492028 |
| 2005-05-01 | 44.4901086656530 |
| 2005-06-01 | 44.6432387891847 |
| 2005-07-01 | 44.7042964989605 |
| 2005-08-01 | 44.7962306732259 |
| 2005-09-01 | 45.0061977801279 |
| 2005-10-01 | 44.7538897107812 |
| 2005-11-01 | 44.7701102868456 |
| 2005-12-01 | 45.0507439605296 |
| 2006-01-01 | 45.4495911966305 |
| 2006-02-01 | 45.6194239874464 |
| 2006-03-01 | 45.7890006099988 |
| 2006-04-01 | 45.9401154925950 |
| 2006-05-01 | 46.0597375550864 |
| 2006-06-01 | 46.4567251884454 |
| 2006-07-01 | 46.2805832172100 |
| 2006-08-01 | 46.2715724949660 |
| 2006-09-01 | 46.6320486762383 |
| 2006-10-01 | 46.8459995353054 |
| 2006-11-01 | 47.1004896381374 |
| 2006-12-01 | 47.2886814930764 |
| 2007-01-01 | 47.4466106810472 |
| 2007-02-01 | 47.7036246062233 |
| 2007-03-01 | 47.7341557913733 |
| 2007-04-01 | 48.0896961370966 |
| 2007-05-01 | 48.5344095972359 |
| 2007-06-01 | 48.6768675200529 |
| 2007-07-01 | 48.8577770813289 |
| 2007-08-01 | 49.0508515266574 |
| 2007-09-01 | 49.0649029477486 |
| 2007-10-01 | 49.4194934811410 |
| 2007-11-01 | 49.7101775330263 |
| 2007-12-01 | 49.8196549412276 |
| 2008-01-01 | 50.6489007233725 |
| 2008-02-01 | 50.9034771544219 |
| 2008-03-01 | 50.9763654810038 |
| 2008-04-01 | 51.8583398041418 |
| 2008-05-01 | 52.1057535197873 |
| 2008-06-01 | 52.6015373730276 |
| 2008-07-01 | 53.0378491117488 |
| 2008-08-01 | 53.5119275792534 |
| 2008-09-01 | 53.9153559591300 |
| 2008-10-01 | 53.6810975360130 |
| 2008-11-01 | 53.8956352548154 |
| 2008-12-01 | 53.8619935576441 |
| 2009-01-01 | 53.7557334380185 |
| 2009-02-01 | 53.6107917689654 |
| 2009-03-01 | 53.4013224561492 |
| 2009-04-01 | 53.2508143815445 |
| 2009-05-01 | 52.7800324042758 |
| 2009-06-01 | 52.4276512247436 |
| 2009-07-01 | 52.2105045104446 |
| 2009-08-01 | 51.9643754803969 |
| 2009-09-01 | 51.8714337509809 |
| 2009-10-01 | 51.9379046798640 |
| 2009-11-01 | 51.9722696622585 |
| 2009-12-01 | 52.1141173344758 |
| 2010-01-01 | 52.1675240013481 |
| 2010-02-01 | 52.2262956893375 |
| 2010-03-01 | 52.5139767741680 |
| 2010-04-01 | 52.5425774311075 |
| 2010-05-01 | 52.8515772679595 |
| 2010-06-01 | 53.0583186351189 |
| 2010-07-01 | 53.0665362137223 |
| 2010-08-01 | 53.2125223871786 |
| 2010-09-01 | 53.5331872328348 |
| 2010-10-01 | 53.7124844052907 |
| 2010-11-01 | 53.8519011214166 |
| 2010-12-01 | 54.1911726085731 |
| 2011-01-01 | 54.2638602526145 |
| 2011-02-01 | 54.4316819659535 |
| 2011-03-01 | 54.7149029641915 |
| 2011-04-01 | 55.3526567113770 |
| 2011-05-01 | 55.4181835640886 |
| 2011-06-01 | 55.7721509733962 |
| 2011-07-01 | 56.2067085811447 |
| 2011-08-01 | 56.6712121262967 |
| 2011-09-01 | 56.8986153928085 |
| 2011-10-01 | 57.2046100966310 |
| 2011-11-01 | 57.6361205375614 |
| 2011-12-01 | 57.7706785504950 |
| 2012-01-01 | 58.1583705970723 |
| 2012-02-01 | 58.6232573530762 |
| 2012-03-01 | 58.7273270002897 |
| 2012-04-01 | 59.0535968705560 |
| 2012-05-01 | 59.2815671318713 |
| 2012-06-01 | 59.7847159656511 |
| 2012-07-01 | 59.7332067130209 |
| 2012-08-01 | 60.0348827827851 |
| 2012-09-01 | 60.1643632537349 |
| 2012-10-01 | 60.6116516199329 |
| 2012-11-01 | 60.7272446107462 |
| 2012-12-01 | 60.9657687182675 |
| 2013-01-01 | 61.2355181382994 |
| 2013-02-01 | 61.4989841502051 |
| 2013-03-01 | 62.0487961742293 |
| 2013-04-01 | 62.1487549896234 |
| 2013-05-01 | 62.3599597972669 |
| 2013-06-01 | 62.3842895840878 |
| 2013-07-01 | 62.6613494386484 |
| 2013-08-01 | 62.9117347148446 |
| 2013-09-01 | 63.2153711255375 |
| 2013-10-01 | 63.3191740780521 |
| 2013-11-01 | 63.5265763256925 |
| 2013-12-01 | 63.7527156247675 |
| 2014-01-01 | 64.1101862689112 |
| 2014-02-01 | 64.2806389188565 |
| 2014-03-01 | 64.5697928732081 |
| 2014-04-01 | 64.7294836669491 |
| 2014-05-01 | 65.2431948200293 |
| 2014-06-01 | 65.7873585935173 |
| 2014-07-01 | 66.1998632977694 |
| 2014-08-01 | 66.5020090587853 |
| 2014-09-01 | 66.6501585264079 |
| 2014-10-01 | 67.1303874187528 |
| 2014-11-01 | 67.7204764064143 |
| 2014-12-01 | 68.1458191931459 |
| 2015-01-01 | 68.0692462508665 |
| 2015-02-01 | 68.6585951527885 |
| 2015-03-01 | 68.6967351674053 |
| 2015-04-01 | 69.0178827817428 |
| 2015-05-01 | 69.1404606649173 |
| 2015-06-01 | 68.8649699486514 |
| 2015-07-01 | 69.2547998658997 |
| 2015-08-01 | 69.2995352277625 |
| 2015-09-01 | 69.4756931274265 |
| 2015-10-01 | 69.6483517001073 |
| 2015-11-01 | 69.6096884832452 |
| 2015-12-01 | 69.8234535084866 |
| 2016-01-01 | 70.3360820781208 |
| 2016-02-01 | 70.3357361888307 |
| 2016-03-01 | 70.6195649303268 |
| 2016-04-01 | 70.8973741762812 |
| 2016-05-01 | 70.9514961648529 |
| 2016-06-01 | 71.1237478376850 |
| 2016-07-01 | 71.3363275182024 |
| 2016-08-01 | 71.4141187890932 |
| 2016-09-01 | 71.8771745288968 |
| 2016-10-01 | 71.1716076289726 |
| 2016-11-01 | 71.3051252049148 |
| 2016-12-01 | 71.8116966983723 |
| 2017-01-01 | 70.8956556477512 |
| 2017-02-01 | 70.6955738790713 |
| 2017-03-01 | 70.6298547648164 |
| 2017-04-01 | 70.3735684871429 |
| 2017-05-01 | 70.3740138222009 |
| 2017-06-01 | 70.0615968855023 |
| 2017-07-01 | 70.0420229157369 |
| 2017-08-01 | 70.0469385084534 |
| 2017-09-01 | 69.8743583938135 |
| 2017-10-01 | 70.0048226436278 |
| 2017-11-01 | 70.2117551423413 |
| 2017-12-01 | 70.0670272116912 |
| 2018-01-01 | 70.2765513074288 |
| 2018-02-01 | 70.3597729342726 |
| 2018-03-01 | 70.1862401810567 |
| 2018-04-01 | 70.4572048641176 |
| 2018-05-01 | 70.5996209521571 |
| 2018-06-01 | 70.6969597720221 |
| 2018-07-01 | 70.8584103443043 |
| 2018-08-01 | 70.9967654892739 |
| 2018-09-01 | 70.4616941244780 |
| 2018-10-01 | 70.9602781908466 |
| 2018-11-01 | 71.0440798557601 |
| 2018-12-01 | 70.6851103660860 |
| 2019-01-01 | 71.2687363553889 |
| 2019-02-01 | 71.2160112827548 |
| 2019-03-01 | 70.9076010625594 |
| 2019-04-01 | 71.5550346839839 |
| 2019-05-01 | 71.5350560731546 |
| 2019-06-01 | 71.9375144736545 |
| 2019-07-01 | 71.8653771305273 |
| 2019-08-01 | 71.9466015456313 |
| 2019-09-01 | 72.2446279827906 |
| 2019-10-01 | 72.1323952582675 |
| 2019-11-01 | 71.9930214446932 |
| 2019-12-01 | 71.7587363729303 |
| 2020-01-01 | 71.8886091492932 |
| 2020-02-01 | 71.8907780038722 |
| 2020-03-01 | 71.5835801441002 |
| 2020-04-01 | 70.5708766561759 |
| 2020-05-01 | 70.6786398435595 |
| 2020-06-01 | 70.3779785540669 |
| 2020-07-01 | 70.2788766064270 |
| 2020-08-01 | 70.4048740847939 |
| 2020-09-01 | 70.6915952251481 |
| 2020-10-01 | 71.1966016925849 |
| 2020-11-01 | 71.6673862751691 |
| 2020-12-01 | 72.0090389866376 |
| 2021-01-01 | 72.3228719955409 |
| 2021-02-01 | 72.6804027472665 |
| 2021-03-01 | 73.1483410875543 |
| 2021-04-01 | 73.7037795610452 |
| 2021-05-01 | 73.7194742969231 |
| 2021-06-01 | 74.0348418702719 |
| 2021-07-01 | 74.4936670759624 |
| 2021-08-01 | 74.7487500675479 |
| 2021-09-01 | 74.9088353228613 |
| 2021-10-01 | 75.3514688344720 |
| 2021-11-01 | 75.8493113605077 |
| 2021-12-01 | 76.6370391598785 |
| 2022-01-01 | 76.9699711354620 |
| 2022-02-01 | 77.5037043779966 |
| 2022-03-01 | 77.8130956438741 |
| 2022-04-01 | 78.1506219857006 |
| 2022-05-01 | 78.3622249540060 |
| 2022-06-01 | 78.6044637897259 |
| 2022-07-01 | 79.0063621575828 |
| 2022-08-01 | 78.9685463416189 |
| 2022-09-01 | 78.7994229706899 |
| 2022-10-01 | 78.5900211971342 |
| 2022-11-01 | 78.3305175255951 |
| 2022-12-01 | 77.8713065046093 |
| 2023-01-01 | 77.7307432280549 |
| 2023-02-01 | 77.4270243226872 |
| 2023-03-01 | 77.5233469669493 |
| 2023-04-01 | 77.0981675252483 |
| 2023-05-01 | 76.9897002569511 |
| 2023-06-01 | 76.8873342134043 |
| 2023-07-01 | 76.4187664232271 |
| 2023-08-01 | 76.3570101855423 |
| 2023-09-01 | 76.4855637493799 |
| 2023-10-01 | 76.4090180651262 |
| 2023-11-01 | 76.2979425292454 |
| 2023-12-01 | 76.5329676551999 |
| 2024-01-01 | 75.8848365857839 |
| 2024-02-01 | 75.4621076234532 |
| 2024-03-01 | 75.6648588608835 |
| 2024-04-01 | 75.3394679487652 |
| 2024-05-01 | 75.2046475198121 |
| 2024-06-01 | 75.0626375205356 |
| 2024-07-01 | 74.8431033176874 |
| 2024-08-01 | 74.6457323637875 |
| 2024-09-01 | 74.5782114732338 |
| 2024-10-01 | 74.3084976660285 |
| 2024-11-01 | 74.2495177203676 |
| 2024-12-01 | 74.5170317509335 |
| 2025-01-01 | 74.3342037211917 |
| 2025-02-01 | 73.7806327510968 |
| 2025-03-01 | 73.7429318502934 |
| 2025-04-01 | 73.5681896158753 |
| 2025-05-01 | 73.0958627568345 |
| 2025-06-01 | 72.9462116363405 |
| 2025-07-01 | 72.8676695635684 |
| 2025-08-01 | 72.6320874661782 |
| 2025-09-01 | 72.5103823950405 |
| 2025-10-01 | 72.4055286215312 |
| 2025-11-01 | 71.7820831340570 |
| 2025-12-01 | 71.5078916336567 |
| 2026-01-01 | 71.2624516576391 |
| 2026-02-01 | 71.4956328526901 |
| 2026-03-01 | 71.5357807335893 |
| 2026-04-01 | 71.2797184416513 |
| 2026-05-01 | 71.8862147167798 |