Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Pennsylvania
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 4:45 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 | 17.926612217143300 |
| 1990-02-01 | 18.037639681604897 |
| 1990-03-01 | 18.182024097531603 |
| 1990-04-01 | 18.391136678156897 |
| 1990-05-01 | 18.525392542615897 |
| 1990-06-01 | 18.572214633731600 |
| 1990-07-01 | 18.847760040897900 |
| 1990-08-01 | 18.910409048656300 |
| 1990-09-01 | 19.093777679670200 |
| 1990-10-01 | 18.987386372903500 |
| 1990-11-01 | 18.970584166993397 |
| 1990-12-01 | 18.832836610791198 |
| 1991-01-01 | 18.952346224071500 |
| 1991-02-01 | 18.824625492240397 |
| 1991-03-01 | 18.886435882084200 |
| 1991-04-01 | 18.703943224117000 |
| 1991-05-01 | 18.746204591693100 |
| 1991-06-01 | 18.766499523947502 |
| 1991-07-01 | 18.650587230212500 |
| 1991-08-01 | 18.684071506717398 |
| 1991-09-01 | 18.687285587923600 |
| 1991-10-01 | 18.978206350881500 |
| 1991-11-01 | 19.153584781519400 |
| 1991-12-01 | 19.193889587005600 |
| 1992-01-01 | 19.921457394095302 |
| 1992-02-01 | 19.922015860593900 |
| 1992-03-01 | 20.004706414110103 |
| 1992-04-01 | 20.411743695714700 |
| 1992-05-01 | 20.471287927512300 |
| 1992-06-01 | 20.569356138556700 |
| 1992-07-01 | 20.566926444403602 |
| 1992-08-01 | 20.551393581176400 |
| 1992-09-01 | 20.551444759959200 |
| 1992-10-01 | 21.952702153035602 |
| 1992-11-01 | 21.901885295228100 |
| 1992-12-01 | 21.835463814792900 |
| 1993-01-01 | 21.924803611958698 |
| 1993-02-01 | 21.859525395183300 |
| 1993-03-01 | 21.910511967283500 |
| 1993-04-01 | 21.547554930746397 |
| 1993-05-01 | 21.605235873441400 |
| 1993-06-01 | 21.468897960219200 |
| 1993-07-01 | 22.081531687923697 |
| 1993-08-01 | 22.120576833481802 |
| 1993-09-01 | 22.114722354110800 |
| 1993-10-01 | 22.095478359366396 |
| 1993-11-01 | 22.210885375998500 |
| 1993-12-01 | 22.452215834121798 |
| 1994-01-01 | 21.559718676948600 |
| 1994-02-01 | 21.729174837296500 |
| 1994-03-01 | 21.949655042822300 |
| 1994-04-01 | 22.168637145011300 |
| 1994-05-01 | 22.330002782182003 |
| 1994-06-01 | 22.369826156486500 |
| 1994-07-01 | 22.391868538887700 |
| 1994-08-01 | 22.620485244718400 |
| 1994-09-01 | 22.892775642174396 |
| 1994-10-01 | 22.995037271069698 |
| 1994-11-01 | 23.178782148284900 |
| 1994-12-01 | 23.692768914434700 |
| 1995-01-01 | 23.475461978965500 |
| 1995-02-01 | 23.701365781280998 |
| 1995-03-01 | 24.209066877703700 |
| 1995-04-01 | 24.519805679452000 |
| 1995-05-01 | 24.764571073086500 |
| 1995-06-01 | 25.063329917162900 |
| 1995-07-01 | 25.156135837435500 |
| 1995-08-01 | 25.303371553713397 |
| 1995-09-01 | 25.518715591791500 |
| 1995-10-01 | 25.691653201499000 |
| 1995-11-01 | 25.866769615641303 |
| 1995-12-01 | 26.249322879573000 |
| 1996-01-01 | 26.053249349969500 |
| 1996-02-01 | 26.249495047122604 |
| 1996-03-01 | 26.392411684009300 |
| 1996-04-01 | 26.573196231418900 |
| 1996-05-01 | 26.773994357830200 |
| 1996-06-01 | 27.068091815877700 |
| 1996-07-01 | 27.414403451436800 |
| 1996-08-01 | 27.664190137724802 |
| 1996-09-01 | 28.067738789959100 |
| 1996-10-01 | 28.607901091753900 |
| 1996-11-01 | 28.988105106013897 |
| 1996-12-01 | 29.218237591430803 |
| 1997-01-01 | 29.500251390209900 |
| 1997-02-01 | 29.781700827552300 |
| 1997-03-01 | 29.953250308746300 |
| 1997-04-01 | 30.339504600781897 |
| 1997-05-01 | 30.674641055182700 |
| 1997-06-01 | 31.077393508192300 |
| 1997-07-01 | 31.573064316665400 |
| 1997-08-01 | 31.899281015983895 |
| 1997-09-01 | 32.106671788687100 |
| 1997-10-01 | 32.264331471377600 |
| 1997-11-01 | 32.569729979887200 |
| 1997-12-01 | 32.982579819014504 |
| 1998-01-01 | 33.824337501548800 |
| 1998-02-01 | 33.906313346655196 |
| 1998-03-01 | 34.368390467398300 |
| 1998-04-01 | 35.598259924986700 |
| 1998-05-01 | 36.067591358959400 |
| 1998-06-01 | 36.289679252073200 |
| 1998-07-01 | 36.471197407397900 |
| 1998-08-01 | 36.856860709576700 |
| 1998-09-01 | 37.140644091797290 |
| 1998-10-01 | 37.532837782429700 |
| 1998-11-01 | 38.255006873409800 |
| 1998-12-01 | 38.220967898307600 |
| 1999-01-01 | 38.326591857081496 |
| 1999-02-01 | 38.310229473976800 |
| 1999-03-01 | 39.178586867343896 |
| 1999-04-01 | 39.958172884313896 |
| 1999-05-01 | 39.797569197381600 |
| 1999-06-01 | 40.109575784591500 |
| 1999-07-01 | 40.778093982780900 |
| 1999-08-01 | 40.639510103065604 |
| 1999-09-01 | 40.935185779684000 |
| 1999-10-01 | 39.427815057990200 |
| 1999-11-01 | 39.442985106338400 |
| 1999-12-01 | 39.528394485252600 |
| 2000-01-01 | 41.279527032463200 |
| 2000-02-01 | 41.512744649520800 |
| 2000-03-01 | 41.802995606782300 |
| 2000-04-01 | 40.830348723753100 |
| 2000-05-01 | 41.060106159247800 |
| 2000-06-01 | 41.346912078286400 |
| 2000-07-01 | 43.283472635868600 |
| 2000-08-01 | 43.535067683319000 |
| 2000-09-01 | 43.619732864109004 |
| 2000-10-01 | 41.831842705666105 |
| 2000-11-01 | 41.984021232210395 |
| 2000-12-01 | 42.002289100681100 |
| 2001-01-01 | 42.622102812084705 |
| 2001-02-01 | 42.529176781818290 |
| 2001-03-01 | 42.372719535993700 |
| 2001-04-01 | 41.916916124120995 |
| 2001-05-01 | 42.218557878858110 |
| 2001-06-01 | 42.386633612068200 |
| 2001-07-01 | 41.796374146474100 |
| 2001-08-01 | 41.631679264943100 |
| 2001-09-01 | 41.478341875468700 |
| 2001-10-01 | 41.020470520856000 |
| 2001-11-01 | 40.902175721967396 |
| 2001-12-01 | 40.873435825974500 |
| 2002-01-01 | 40.597374203273894 |
| 2002-02-01 | 40.292332708189100 |
| 2002-03-01 | 40.033796517621700 |
| 2002-04-01 | 39.692737015635790 |
| 2002-05-01 | 39.359284509935300 |
| 2002-06-01 | 39.221815102215295 |
| 2002-07-01 | 39.085903605333600 |
| 2002-08-01 | 38.724908084116294 |
| 2002-09-01 | 38.473490908282600 |
| 2002-10-01 | 38.274680159777205 |
| 2002-11-01 | 38.113127343705700 |
| 2002-12-01 | 37.889357219554206 |
| 2003-01-01 | 37.722167079783700 |
| 2003-02-01 | 37.653449206428300 |
| 2003-03-01 | 37.400376409011000 |
| 2003-04-01 | 37.919413213793504 |
| 2003-05-01 | 38.353347008623295 |
| 2003-06-01 | 38.634651097609290 |
| 2003-07-01 | 38.879796638981300 |
| 2003-08-01 | 39.414858350040300 |
| 2003-09-01 | 39.870815548432400 |
| 2003-10-01 | 40.443341150014895 |
| 2003-11-01 | 40.788168546224000 |
| 2003-12-01 | 41.371566632598600 |
| 2004-01-01 | 41.248461292174100 |
| 2004-02-01 | 41.484346079693296 |
| 2004-03-01 | 41.845102674534200 |
| 2004-04-01 | 41.979408731891496 |
| 2004-05-01 | 42.235152898010796 |
| 2004-06-01 | 42.442526956971605 |
| 2004-07-01 | 42.733668788920205 |
| 2004-08-01 | 42.912702479195700 |
| 2004-09-01 | 43.088503233078210 |
| 2004-10-01 | 43.350804047975394 |
| 2004-11-01 | 43.619314248356500 |
| 2004-12-01 | 43.902037007034800 |
| 2005-01-01 | 43.956109617668890 |
| 2005-02-01 | 44.156644497056400 |
| 2005-03-01 | 44.319423468108795 |
| 2005-04-01 | 44.499022135230504 |
| 2005-05-01 | 44.489736544413006 |
| 2005-06-01 | 44.635472967595796 |
| 2005-07-01 | 44.700725555500300 |
| 2005-08-01 | 44.802022337943000 |
| 2005-09-01 | 45.006070341146500 |
| 2005-10-01 | 44.777926280204700 |
| 2005-11-01 | 44.781290884674900 |
| 2005-12-01 | 45.058121991399900 |
| 2006-01-01 | 45.439922391733000 |
| 2006-02-01 | 45.608687678312705 |
| 2006-03-01 | 45.789194776468804 |
| 2006-04-01 | 45.926725136169790 |
| 2006-05-01 | 46.051741074997000 |
| 2006-06-01 | 46.445007582957600 |
| 2006-07-01 | 46.266176652106104 |
| 2006-08-01 | 46.286268395739000 |
| 2006-09-01 | 46.634877934668700 |
| 2006-10-01 | 46.870130022246510 |
| 2006-11-01 | 47.112918843148800 |
| 2006-12-01 | 47.298568655806400 |
| 2007-01-01 | 47.442427875535790 |
| 2007-02-01 | 47.676127910503500 |
| 2007-03-01 | 47.763809502764204 |
| 2007-04-01 | 48.070527996919200 |
| 2007-05-01 | 48.523720139116500 |
| 2007-06-01 | 48.668835651546600 |
| 2007-07-01 | 48.853624636309100 |
| 2007-08-01 | 49.045334156583800 |
| 2007-09-01 | 49.076389055294100 |
| 2007-10-01 | 49.428205024683706 |
| 2007-11-01 | 49.716895377722100 |
| 2007-12-01 | 49.829124888366790 |
| 2008-01-01 | 50.646615302288600 |
| 2008-02-01 | 50.883570731069500 |
| 2008-03-01 | 50.990076985707795 |
| 2008-04-01 | 51.847049179392606 |
| 2008-05-01 | 52.110895597217600 |
| 2008-06-01 | 52.605189983218295 |
| 2008-07-01 | 53.048560667471400 |
| 2008-08-01 | 53.515190872338100 |
| 2008-09-01 | 53.904159250138996 |
| 2008-10-01 | 53.671172615462396 |
| 2008-11-01 | 53.900828256604100 |
| 2008-12-01 | 53.843279293242105 |
| 2009-01-01 | 53.758944597536896 |
| 2009-02-01 | 53.620860999349300 |
| 2009-03-01 | 53.403566867337800 |
| 2009-04-01 | 53.232207476449100 |
| 2009-05-01 | 52.791931204344600 |
| 2009-06-01 | 52.438802153066504 |
| 2009-07-01 | 52.223574145487795 |
| 2009-08-01 | 51.973705676213996 |
| 2009-09-01 | 51.861897443571700 |
| 2009-10-01 | 51.930272950836404 |
| 2009-11-01 | 51.970587402773800 |
| 2009-12-01 | 52.089913265609700 |
| 2010-01-01 | 52.165712708608204 |
| 2010-02-01 | 52.242545776424510 |
| 2010-03-01 | 52.509357323651294 |
| 2010-04-01 | 52.548209911125600 |
| 2010-05-01 | 52.856782265356400 |
| 2010-06-01 | 53.050246437874100 |
| 2010-07-01 | 53.083877670541700 |
| 2010-08-01 | 53.224034653108900 |
| 2010-09-01 | 53.523406279361200 |
| 2010-10-01 | 53.700509321837800 |
| 2010-11-01 | 53.846287715773290 |
| 2010-12-01 | 54.169618533798100 |
| 2011-01-01 | 54.273305496821900 |
| 2011-02-01 | 54.445702602711705 |
| 2011-03-01 | 54.731796635963605 |
| 2011-04-01 | 55.344532759317600 |
| 2011-05-01 | 55.412603301266900 |
| 2011-06-01 | 55.774735307905395 |
| 2011-07-01 | 56.213419315281200 |
| 2011-08-01 | 56.654718146687700 |
| 2011-09-01 | 56.903496751677100 |
| 2011-10-01 | 57.197244290887205 |
| 2011-11-01 | 57.623120120148900 |
| 2011-12-01 | 57.788207617358600 |
| 2012-01-01 | 58.165149077956490 |
| 2012-02-01 | 58.620428712624594 |
| 2012-03-01 | 58.745867296104500 |
| 2012-04-01 | 59.053082019907900 |
| 2012-05-01 | 59.276131283912110 |
| 2012-06-01 | 59.777655225649100 |
| 2012-07-01 | 59.734672451921995 |
| 2012-08-01 | 60.011152914357600 |
| 2012-09-01 | 60.170837100134790 |
| 2012-10-01 | 60.610070902534200 |
| 2012-11-01 | 60.720024165306100 |
| 2012-12-01 | 60.991746979691110 |
| 2013-01-01 | 61.234864156691295 |
| 2013-02-01 | 61.501175016991205 |
| 2013-03-01 | 62.059868745424500 |
| 2013-04-01 | 62.138305208378895 |
| 2013-05-01 | 62.343716214204400 |
| 2013-06-01 | 62.387962797065704 |
| 2013-07-01 | 62.653095506554790 |
| 2013-08-01 | 62.903140570223800 |
| 2013-09-01 | 63.222368163703300 |
| 2013-10-01 | 63.343570123072500 |
| 2013-11-01 | 63.510718760060300 |
| 2013-12-01 | 63.796283720582890 |
| 2014-01-01 | 64.075952986536500 |
| 2014-02-01 | 64.276362000647610 |
| 2014-03-01 | 64.581336505970800 |
| 2014-04-01 | 64.726702571255600 |
| 2014-05-01 | 65.235616438872610 |
| 2014-06-01 | 65.766024078621400 |
| 2014-07-01 | 66.179400695117300 |
| 2014-08-01 | 66.506753930017500 |
| 2014-09-01 | 66.678046518763100 |
| 2014-10-01 | 67.182696358489300 |
| 2014-11-01 | 67.687223478087300 |
| 2014-12-01 | 68.182306101912100 |
| 2015-01-01 | 68.027941141795500 |
| 2015-02-01 | 68.657570835180000 |
| 2015-03-01 | 68.707428732056900 |
| 2015-04-01 | 68.995232571235190 |
| 2015-05-01 | 69.124933059810500 |
| 2015-06-01 | 68.858474961606100 |
| 2015-07-01 | 69.235254147302900 |
| 2015-08-01 | 69.304703795258500 |
| 2015-09-01 | 69.514344322478700 |
| 2015-10-01 | 69.709068067978300 |
| 2015-11-01 | 69.556027082098600 |
| 2015-12-01 | 69.884158959593400 |
| 2016-01-01 | 70.284988573365900 |
| 2016-02-01 | 70.337306544824600 |
| 2016-03-01 | 70.617965805240200 |
| 2016-04-01 | 70.877461438421100 |
| 2016-05-01 | 70.937415377310090 |
| 2016-06-01 | 71.130148593708300 |
| 2016-07-01 | 71.306936959656500 |
| 2016-08-01 | 71.391766437379200 |
| 2016-09-01 | 71.948250683694300 |
| 2016-10-01 | 71.233327588193800 |
| 2016-11-01 | 71.233618889743800 |
| 2016-12-01 | 71.858520073393210 |
| 2017-01-01 | 70.867363064110790 |
| 2017-02-01 | 70.709649916509000 |
| 2017-03-01 | 70.602582636544710 |
| 2017-04-01 | 70.368711636869010 |
| 2017-05-01 | 70.355191862043600 |
| 2017-06-01 | 70.079200899477300 |
| 2017-07-01 | 70.017359990246900 |
| 2017-08-01 | 70.023807447899290 |
| 2017-09-01 | 69.934614429550400 |
| 2017-10-01 | 70.043829240816700 |
| 2017-11-01 | 70.154251666169400 |
| 2017-12-01 | 70.127597957896300 |
| 2018-01-01 | 70.242206070546000 |
| 2018-02-01 | 70.354974057546300 |
| 2018-03-01 | 70.172039498259200 |
| 2018-04-01 | 70.456626666511910 |
| 2018-05-01 | 70.588679571021500 |
| 2018-06-01 | 70.698004062417100 |
| 2018-07-01 | 70.847480854338700 |
| 2018-08-01 | 70.995453800305400 |
| 2018-09-01 | 70.507497066811600 |
| 2018-10-01 | 70.976686422799600 |
| 2018-11-01 | 71.007165391244200 |
| 2018-12-01 | 70.739539801323400 |
| 2019-01-01 | 71.237801551240510 |
| 2019-02-01 | 71.204539946061790 |
| 2019-03-01 | 70.896608959773500 |
| 2019-04-01 | 71.521686144070090 |
| 2019-05-01 | 71.529296818488400 |
| 2019-06-01 | 71.922098825452500 |
| 2019-07-01 | 71.883699133937300 |
| 2019-08-01 | 71.987717980320500 |
| 2019-09-01 | 72.266497195193210 |
| 2019-10-01 | 72.132437143302100 |
| 2019-11-01 | 71.989917115477300 |
| 2019-12-01 | 71.828029726018700 |
| 2020-01-01 | 71.852968756588600 |
| 2020-02-01 | 71.849518081332800 |
| 2020-03-01 | 71.582568676737300 |
| 2020-04-01 | 70.498526701475800 |
| 2020-05-01 | 70.660371082236700 |
| 2020-06-01 | 70.382426539782700 |
| 2020-07-01 | 70.285180291128000 |
| 2020-08-01 | 70.439410148690910 |
| 2020-09-01 | 70.736972012712500 |
| 2020-10-01 | 71.215746332522000 |
| 2020-11-01 | 71.677380041826810 |
| 2020-12-01 | 72.078636455868500 |
| 2021-01-01 | 72.302677611979000 |
| 2021-02-01 | 72.649023974578100 |
| 2021-03-01 | 73.128927247256300 |
| 2021-04-01 | 73.591568812593410 |
| 2021-05-01 | 73.691222768425290 |
| 2021-06-01 | 74.078463234487200 |
| 2021-07-01 | 74.455796844942700 |
| 2021-08-01 | 74.732669973475710 |
| 2021-09-01 | 74.988789256756010 |
| 2021-10-01 | 75.393966461907910 |
| 2021-11-01 | 75.865084467534900 |
| 2021-12-01 | 76.774760687132300 |
| 2022-01-01 | 76.939344521442010 |
| 2022-02-01 | 77.463754525918600 |
| 2022-03-01 | 77.798962196534700 |
| 2022-04-01 | 78.018599224846500 |
| 2022-05-01 | 78.289569647842500 |
| 2022-06-01 | 78.693238063688710 |
| 2022-07-01 | 78.933008575623800 |
| 2022-08-01 | 78.900636597436290 |
| 2022-09-01 | 78.916541641158590 |
| 2022-10-01 | 78.640571339682100 |
| 2022-11-01 | 78.329237010187900 |
| 2022-12-01 | 78.093081870350590 |
| 2023-01-01 | 77.656525093643800 |
| 2023-02-01 | 77.430603594515290 |
| 2023-03-01 | 77.505618726632300 |
| 2023-04-01 | 76.930163652170800 |
| 2023-05-01 | 76.767844952181900 |
| 2023-06-01 | 76.413196603971910 |
| 2023-07-01 | 76.236382112131100 |
| 2023-08-01 | 76.266514430861300 |
| 2023-09-01 | 76.454183353479900 |
| 2023-10-01 | 76.259622470620200 |
| 2023-11-01 | 77.462328940797400 |
| 2023-12-01 | 77.535969999409090 |
| 2024-01-01 | 77.940648877517800 |
| 2024-02-01 | 77.783791935681490 |
| 2024-03-01 | 78.257641845962710 |
| 2024-04-01 | 78.438660040045200 |
| 2024-05-01 | 78.644229101911000 |
