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 2024-11-01 |
| Last Updated | 2024-12-21 5:18 AM CST |
| 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 | 17.926596580256000 |
| 1990-02-01 | 18.037636932046198 |
| 1990-03-01 | 18.182020464306200 |
| 1990-04-01 | 18.391123698802897 |
| 1990-05-01 | 18.525364447482800 |
| 1990-06-01 | 18.572174481896898 |
| 1990-07-01 | 18.847716917822897 |
| 1990-08-01 | 18.910371975397002 |
| 1990-09-01 | 19.093748443642700 |
| 1990-10-01 | 18.987427872079000 |
| 1990-11-01 | 18.970619877139700 |
| 1990-12-01 | 18.832976570416000 |
| 1991-01-01 | 18.952329713546200 |
| 1991-02-01 | 18.824618337798604 |
| 1991-03-01 | 18.886442354945800 |
| 1991-04-01 | 18.703921689103100 |
| 1991-05-01 | 18.746171119156898 |
| 1991-06-01 | 18.766456757216197 |
| 1991-07-01 | 18.650539065965300 |
| 1991-08-01 | 18.684032607985200 |
| 1991-09-01 | 18.687249097007600 |
| 1991-10-01 | 18.978265354800400 |
| 1991-11-01 | 19.153647295570800 |
| 1991-12-01 | 19.194043548851898 |
| 1992-01-01 | 19.921417344577602 |
| 1992-02-01 | 19.921996516280200 |
| 1992-03-01 | 20.004719827086397 |
| 1992-04-01 | 20.411709734205400 |
| 1992-05-01 | 20.471246766160200 |
| 1992-06-01 | 20.569312911814100 |
| 1992-07-01 | 20.566876595956700 |
| 1992-08-01 | 20.551353491786102 |
| 1992-09-01 | 20.551400574684997 |
| 1992-10-01 | 21.952778051064602 |
| 1992-11-01 | 21.901966824471398 |
| 1992-12-01 | 21.835629805642500 |
| 1993-01-01 | 21.924747709155900 |
| 1993-02-01 | 21.859529807175498 |
| 1993-03-01 | 21.910509079786000 |
| 1993-04-01 | 21.547498193677500 |
| 1993-05-01 | 21.605187337025600 |
| 1993-06-01 | 21.468854379726398 |
| 1993-07-01 | 22.081478177240100 |
| 1993-08-01 | 22.120542237976103 |
| 1993-09-01 | 22.114689865680198 |
| 1993-10-01 | 22.095535716725998 |
| 1993-11-01 | 22.210961834315900 |
| 1993-12-01 | 22.452423864276400 |
| 1994-01-01 | 21.559650775878602 |
| 1994-02-01 | 21.729220526610604 |
| 1994-03-01 | 21.949620357162700 |
| 1994-04-01 | 22.168571795643000 |
| 1994-05-01 | 22.329946317718000 |
| 1994-06-01 | 22.369778965749700 |
| 1994-07-01 | 22.391817628190697 |
| 1994-08-01 | 22.620449939190898 |
| 1994-09-01 | 22.892749101998895 |
| 1994-10-01 | 22.995065584503700 |
| 1994-11-01 | 23.178821966813803 |
| 1994-12-01 | 23.692974572724300 |
| 1995-01-01 | 23.475452637250900 |
| 1995-02-01 | 23.701495028055600 |
| 1995-03-01 | 24.209023863877600 |
| 1995-04-01 | 24.519741446074700 |
| 1995-05-01 | 24.764498219797396 |
| 1995-06-01 | 25.063244747832900 |
| 1995-07-01 | 25.156041629542305 |
| 1995-08-01 | 25.303298506475500 |
| 1995-09-01 | 25.518673520889300 |
| 1995-10-01 | 25.691659582833900 |
| 1995-11-01 | 25.866821232118102 |
| 1995-12-01 | 26.249557237075500 |
| 1996-01-01 | 26.053325801317396 |
| 1996-02-01 | 26.249702012609500 |
| 1996-03-01 | 26.392514150997500 |
| 1996-04-01 | 26.573038186156396 |
| 1996-05-01 | 26.773905405646000 |
| 1996-06-01 | 27.067890355947700 |
| 1996-07-01 | 27.414185653423100 |
| 1996-08-01 | 27.664009924982600 |
| 1996-09-01 | 28.067654624996000 |
| 1996-10-01 | 28.607951483665500 |
| 1996-11-01 | 28.988270957844602 |
| 1996-12-01 | 29.218554197008800 |
| 1997-01-01 | 29.500416893065300 |
| 1997-02-01 | 29.782020521826603 |
| 1997-03-01 | 29.953554775366303 |
| 1997-04-01 | 30.339231372385303 |
| 1997-05-01 | 30.674499916341200 |
| 1997-06-01 | 31.077023043867698 |
| 1997-07-01 | 31.572675222909897 |
| 1997-08-01 | 31.898845197970400 |
| 1997-09-01 | 32.106250776120800 |
| 1997-10-01 | 32.264765126131800 |
| 1997-11-01 | 32.570193112353100 |
| 1997-12-01 | 32.983080979503995 |
| 1998-01-01 | 33.824550357269100 |
| 1998-02-01 | 33.906715562272100 |
| 1998-03-01 | 34.368864607308200 |
| 1998-04-01 | 35.597819629814204 |
| 1998-05-01 | 36.067359234616400 |
| 1998-06-01 | 36.289109116015500 |
| 1998-07-01 | 36.470685307323300 |
| 1998-08-01 | 36.856158154962000 |
| 1998-09-01 | 37.139801290737600 |
| 1998-10-01 | 37.533817116270100 |
| 1998-11-01 | 38.255849239136600 |
| 1998-12-01 | 38.221583540287206 |
| 1999-01-01 | 38.326790716492795 |
| 1999-02-01 | 38.310667299290200 |
| 1999-03-01 | 39.178989305252294 |
| 1999-04-01 | 39.957749367410100 |
| 1999-05-01 | 39.797216418332700 |
| 1999-06-01 | 40.108926367431500 |
| 1999-07-01 | 40.777575575555204 |
| 1999-08-01 | 40.638636881668700 |
| 1999-09-01 | 40.933951365386290 |
| 1999-10-01 | 39.429290345445790 |
| 1999-11-01 | 39.444087514746800 |
| 1999-12-01 | 39.528985109673600 |
| 2000-01-01 | 41.279710560299705 |
| 2000-02-01 | 41.513115159069600 |
| 2000-03-01 | 41.803211374866706 |
| 2000-04-01 | 40.829962209138600 |
| 2000-05-01 | 41.059708118055000 |
| 2000-06-01 | 41.346296306408000 |
| 2000-07-01 | 43.283039655718300 |
| 2000-08-01 | 43.534335074688700 |
| 2000-09-01 | 43.618716387929794 |
| 2000-10-01 | 41.833159451908900 |
| 2000-11-01 | 41.985051589407300 |
| 2000-12-01 | 42.002691719291210 |
| 2001-01-01 | 42.622237540242100 |
| 2001-02-01 | 42.529445687393100 |
| 2001-03-01 | 42.372742340875796 |
| 2001-04-01 | 41.916657497704400 |
| 2001-05-01 | 42.218236493262790 |
| 2001-06-01 | 42.386221910129100 |
| 2001-07-01 | 41.796028974554700 |
| 2001-08-01 | 41.631228531869100 |
| 2001-09-01 | 41.477781822881900 |
| 2001-10-01 | 41.021278702029500 |
| 2001-11-01 | 40.902845998883400 |
| 2001-12-01 | 40.873703442290704 |
| 2002-01-01 | 40.597482372101300 |
| 2002-02-01 | 40.292462920808894 |
| 2002-03-01 | 40.033741207555500 |
| 2002-04-01 | 39.692568337802400 |
| 2002-05-01 | 39.359103488892000 |
| 2002-06-01 | 39.221602653482900 |
| 2002-07-01 | 39.085661511574600 |
| 2002-08-01 | 38.724743355542600 |
| 2002-09-01 | 38.473373393610900 |
| 2002-10-01 | 38.274954769495700 |
| 2002-11-01 | 38.113421849256600 |
| 2002-12-01 | 37.889509211076900 |
| 2003-01-01 | 37.722221217949300 |
| 2003-02-01 | 37.653497627166790 |
| 2003-03-01 | 37.400318615960500 |
| 2003-04-01 | 37.919346836737205 |
| 2003-05-01 | 38.353288856742104 |
| 2003-06-01 | 38.634598797202700 |
| 2003-07-01 | 38.879626032794400 |
| 2003-08-01 | 39.414830847310704 |
| 2003-09-01 | 39.870813301973800 |
| 2003-10-01 | 40.443395125064505 |
| 2003-11-01 | 40.788246355098200 |
| 2003-12-01 | 41.371680251620500 |
| 2004-01-01 | 41.248485034045500 |
| 2004-02-01 | 41.484341767018000 |
| 2004-03-01 | 41.845070483417200 |
| 2004-04-01 | 41.979396887938400 |
| 2004-05-01 | 42.235140815893600 |
| 2004-06-01 | 42.442519868915300 |
| 2004-07-01 | 42.733591144324200 |
| 2004-08-01 | 42.912710627822500 |
| 2004-09-01 | 43.088480020473696 |
| 2004-10-01 | 43.350818942086000 |
| 2004-11-01 | 43.619343634522295 |
| 2004-12-01 | 43.902084048472204 |
| 2005-01-01 | 43.956112492193700 |
| 2005-02-01 | 44.156643329076600 |
| 2005-03-01 | 44.319413823419104 |
| 2005-04-01 | 44.499025664854000 |
| 2005-05-01 | 44.489735048065900 |
| 2005-06-01 | 44.635476102177400 |
| 2005-07-01 | 44.700692845440706 |
| 2005-08-01 | 44.802033075287106 |
| 2005-09-01 | 45.006025320536100 |
| 2005-10-01 | 44.777932560984000 |
| 2005-11-01 | 44.781317578821200 |
| 2005-12-01 | 45.058142781445000 |
| 2006-01-01 | 45.439923430716500 |
| 2006-02-01 | 45.608686876146200 |
| 2006-03-01 | 45.789195336995400 |
| 2006-04-01 | 45.926736462205000 |
| 2006-05-01 | 46.051731104455390 |
| 2006-06-01 | 46.445005125342100 |
| 2006-07-01 | 46.266175336686900 |
| 2006-08-01 | 46.286271838051900 |
| 2006-09-01 | 46.634838213019506 |
| 2006-10-01 | 46.870132600436600 |
| 2006-11-01 | 47.112938253007790 |
| 2006-12-01 | 47.298571157593300 |
| 2007-01-01 | 47.442430625000604 |
| 2007-02-01 | 47.676128618107500 |
| 2007-03-01 | 47.763811973215894 |
| 2007-04-01 | 48.070552348823900 |
| 2007-05-01 | 48.523707328345100 |
| 2007-06-01 | 48.668834215675600 |
| 2007-07-01 | 48.853622790399704 |
| 2007-08-01 | 49.045334069517100 |
| 2007-09-01 | 49.076357795924100 |
| 2007-10-01 | 49.428205108753990 |
| 2007-11-01 | 49.716908157847904 |
| 2007-12-01 | 49.829127520481210 |
| 2008-01-01 | 50.646617014998206 |
| 2008-02-01 | 50.883569285688104 |
| 2008-03-01 | 50.990079069158000 |
| 2008-04-01 | 51.847084801802104 |
| 2008-05-01 | 52.110886072792795 |
| 2008-06-01 | 52.605186583505200 |
| 2008-07-01 | 53.048554737800700 |
| 2008-08-01 | 53.515182586126300 |
| 2008-09-01 | 53.904132232984890 |
| 2008-10-01 | 53.671166095310200 |
| 2008-11-01 | 53.900827634761500 |
| 2008-12-01 | 53.843291832394290 |
| 2009-01-01 | 53.758945472468300 |
| 2009-02-01 | 53.620865475657000 |
| 2009-03-01 | 53.403576556638800 |
| 2009-04-01 | 53.232278578244500 |
| 2009-05-01 | 52.791925250039300 |
| 2009-06-01 | 52.438787022969294 |
| 2009-07-01 | 52.223550134647000 |
| 2009-08-01 | 51.973687162269705 |
| 2009-09-01 | 51.861861988947300 |
| 2009-10-01 | 51.930231066996100 |
| 2009-11-01 | 51.970524557564400 |
| 2009-12-01 | 52.090026534176290 |
| 2010-01-01 | 52.165718195173994 |
| 2010-02-01 | 52.242462535628010 |
| 2010-03-01 | 52.509454170086400 |
| 2010-04-01 | 52.548394039773900 |
| 2010-05-01 | 52.856832152836600 |
| 2010-06-01 | 53.050111897069600 |
| 2010-07-01 | 53.083847605113200 |
| 2010-08-01 | 53.224004777936790 |
| 2010-09-01 | 53.523332729446200 |
| 2010-10-01 | 53.700332346570704 |
| 2010-11-01 | 53.846185046577700 |
| 2010-12-01 | 54.169845004058104 |
| 2011-01-01 | 54.273260346852290 |
| 2011-02-01 | 54.445405953598600 |
| 2011-03-01 | 54.732521156499200 |
| 2011-04-01 | 55.344708858198004 |
| 2011-05-01 | 55.412646222090800 |
| 2011-06-01 | 55.774457292119400 |
| 2011-07-01 | 56.213335639078000 |
| 2011-08-01 | 56.654577569320710 |
| 2011-09-01 | 56.903313934142000 |
| 2011-10-01 | 57.196917301526500 |
| 2011-11-01 | 57.623014196914600 |
| 2011-12-01 | 57.788611581242800 |
| 2012-01-01 | 58.165138196454000 |
| 2012-02-01 | 58.619928471328200 |
| 2012-03-01 | 58.747160562478100 |
| 2012-04-01 | 59.053472410618106 |
| 2012-05-01 | 59.276078828701100 |
| 2012-06-01 | 59.777161878450100 |
| 2012-07-01 | 59.734492915079900 |
| 2012-08-01 | 60.010918347916004 |
| 2012-09-01 | 60.170224365888100 |
| 2012-10-01 | 60.609613745511890 |
| 2012-11-01 | 60.719884082451000 |
| 2012-12-01 | 60.992847830034900 |
| 2013-01-01 | 61.234877943232200 |
| 2013-02-01 | 61.500580085902500 |
| 2013-03-01 | 62.061563057415505 |
| 2013-04-01 | 62.138756247235406 |
| 2013-05-01 | 62.343422597576900 |
| 2013-06-01 | 62.387416086611500 |
| 2013-07-01 | 62.652775714455200 |
| 2013-08-01 | 62.902735554496495 |
| 2013-09-01 | 63.221271933403700 |
| 2013-10-01 | 63.343017551955995 |
| 2013-11-01 | 63.510689159211700 |
| 2013-12-01 | 63.797794607070100 |
| 2014-01-01 | 64.076706194178300 |
| 2014-02-01 | 64.275856395084800 |
| 2014-03-01 | 64.582379928000790 |
| 2014-04-01 | 64.727518571337800 |
| 2014-05-01 | 65.235253388545400 |
| 2014-06-01 | 65.765422685460900 |
| 2014-07-01 | 66.178906078818900 |
| 2014-08-01 | 66.506207572559900 |
| 2014-09-01 | 66.676569369699700 |
| 2014-10-01 | 67.181862332230210 |
| 2014-11-01 | 67.687059895545700 |
| 2014-12-01 | 68.184251381941900 |
| 2015-01-01 | 68.029369292158300 |
| 2015-02-01 | 68.657413254826000 |
| 2015-03-01 | 68.708286224315900 |
| 2015-04-01 | 68.996114886668300 |
| 2015-05-01 | 69.124713228257500 |
| 2015-06-01 | 68.857806713900300 |
| 2015-07-01 | 69.234419527766190 |
| 2015-08-01 | 69.303743716802400 |
| 2015-09-01 | 69.512836410781090 |
| 2015-10-01 | 69.707724977171610 |
| 2015-11-01 | 69.555961517009300 |
| 2015-12-01 | 69.885305915592900 |
| 2016-01-01 | 70.286913104027790 |
| 2016-02-01 | 70.337082891398200 |
| 2016-03-01 | 70.621994701129510 |
| 2016-04-01 | 70.877748530383090 |
| 2016-05-01 | 70.936896677345900 |
| 2016-06-01 | 71.129250463427300 |
| 2016-07-01 | 71.306063293262500 |
| 2016-08-01 | 71.389352593946200 |
| 2016-09-01 | 71.946164649385210 |
| 2016-10-01 | 71.232049791820590 |
| 2016-11-01 | 71.233257502574600 |
| 2016-12-01 | 71.859296694954100 |
| 2017-01-01 | 70.868650976178700 |
| 2017-02-01 | 70.709443209416000 |
| 2017-03-01 | 70.612131749041990 |
| 2017-04-01 | 70.368844045137210 |
| 2017-05-01 | 70.355173749260400 |
| 2017-06-01 | 70.074544525640790 |
| 2017-07-01 | 70.017486162159200 |
| 2017-08-01 | 70.020735531046100 |
| 2017-09-01 | 69.930200849356000 |
| 2017-10-01 | 70.043235415805700 |
| 2017-11-01 | 70.154239496584400 |
| 2017-12-01 | 70.127667384133200 |
| 2018-01-01 | 70.242659422453800 |
| 2018-02-01 | 70.354620944078600 |
| 2018-03-01 | 70.187870097929010 |
| 2018-04-01 | 70.457425516056000 |
| 2018-05-01 | 70.587530798515200 |
| 2018-06-01 | 70.690146416905490 |
| 2018-07-01 | 70.848775423992410 |
| 2018-08-01 | 70.991760603154290 |
| 2018-09-01 | 70.500974727676100 |
| 2018-10-01 | 70.977167785886000 |
| 2018-11-01 | 71.006876958932410 |
| 2018-12-01 | 70.739433834766800 |
| 2019-01-01 | 71.237589817214500 |
| 2019-02-01 | 71.203607384770590 |
| 2019-03-01 | 70.909567299602910 |
| 2019-04-01 | 71.534374385358700 |
| 2019-05-01 | 71.525517023851400 |
| 2019-06-01 | 71.910047283832700 |
| 2019-07-01 | 71.885487646956100 |
| 2019-08-01 | 71.985603164865800 |
| 2019-09-01 | 72.257870089885000 |
| 2019-10-01 | 72.132330590187700 |
| 2019-11-01 | 71.989107375336400 |
| 2019-12-01 | 71.826937252135800 |
| 2020-01-01 | 71.852997583471590 |
| 2020-02-01 | 71.849717215533290 |
| 2020-03-01 | 71.591630628097800 |
| 2020-04-01 | 70.523817241829920 |
| 2020-05-01 | 70.652612824247410 |
| 2020-06-01 | 70.371625934842300 |
| 2020-07-01 | 70.282666067037800 |
| 2020-08-01 | 70.434880862393580 |
| 2020-09-01 | 70.728080105843400 |
| 2020-10-01 | 71.213393893305300 |
| 2020-11-01 | 71.674855152401200 |
| 2020-12-01 | 72.076952508457600 |
| 2021-01-01 | 72.304862688441290 |
| 2021-02-01 | 72.653751025879000 |
| 2021-03-01 | 73.139293518774900 |
| 2021-04-01 | 73.632009815671100 |
| 2021-05-01 | 73.681410078443900 |
| 2021-06-01 | 74.062820110081300 |
| 2021-07-01 | 74.444213038653800 |
| 2021-08-01 | 74.726278233085900 |
| 2021-09-01 | 74.958568346620710 |
| 2021-10-01 | 75.401249473817600 |
| 2021-11-01 | 75.860060854511000 |
| 2021-12-01 | 76.776206239567500 |
| 2022-01-01 | 76.942412700341700 |
| 2022-02-01 | 77.481173304632300 |
| 2022-03-01 | 77.835105302509590 |
| 2022-04-01 | 78.073204968088290 |
| 2022-05-01 | 78.273013366886700 |
| 2022-06-01 | 78.659601487296200 |
| 2022-07-01 | 78.906747514433090 |
| 2022-08-01 | 78.869556365797300 |
| 2022-09-01 | 78.853456187264300 |
| 2022-10-01 | 78.688705229805000 |
| 2022-11-01 | 78.315402736778900 |
| 2022-12-01 | 78.095516679841910 |
| 2023-01-01 | 77.664249350039000 |
| 2023-02-01 | 77.467336056722800 |
| 2023-03-01 | 77.577305294637200 |
| 2023-04-01 | 77.010153475283400 |
| 2023-05-01 | 76.740177350356700 |
| 2023-06-01 | 76.350747245720000 |
| 2023-07-01 | 76.195139385111200 |
| 2023-08-01 | 76.200653727618900 |
| 2023-09-01 | 76.346087475847210 |
| 2023-10-01 | 76.368648023995700 |
| 2023-11-01 | 77.434619646741410 |
| 2023-12-01 | 77.540443082534000 |
| 2024-01-01 | 77.952579696664200 |
| 2024-02-01 | 77.840019363195710 |
| 2024-03-01 | 78.363313128846800 |
| 2024-04-01 | 78.549600971825710 |
| 2024-05-01 | 78.901612817512290 |
| 2024-06-01 | 79.131539892473600 |
| 2024-07-01 | 78.195968897437910 |
| 2024-08-01 | 79.345721195325100 |
| 2024-09-01 | 79.289246639846710 |
| 2024-10-01 | 79.128504730784800 |
| 2024-11-01 | 79.227213396649700 |
