Table Data - All Employees: Professional and Business Services: Management, Scientific, and Technical Consulting Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Management, Scientific, and Technical Consulting Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006054160001SA |
| 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 | 1991-01-01 to 2024-09-01 |
| Last Updated | 2024-10-23 4:41 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 |
|---|---|
| 1991-01-01 | 17.907371069446200 |
| 1991-02-01 | 17.955111026103600 |
| 1991-03-01 | 18.021607945412500 |
| 1991-04-01 | 17.856355777374700 |
| 1991-05-01 | 17.773517205422802 |
| 1991-06-01 | 17.748154346173802 |
| 1991-07-01 | 17.793492885844103 |
| 1991-08-01 | 17.769828556908198 |
| 1991-09-01 | 17.873872747452896 |
| 1991-10-01 | 17.315289686066900 |
| 1991-11-01 | 17.555305769904198 |
| 1991-12-01 | 17.616642191763700 |
| 1992-01-01 | 17.822700205016800 |
| 1992-02-01 | 17.758373302287602 |
| 1992-03-01 | 17.928209050518700 |
| 1992-04-01 | 17.455550702618400 |
| 1992-05-01 | 17.466096477621500 |
| 1992-06-01 | 17.441326195158900 |
| 1992-07-01 | 17.294818856974000 |
| 1992-08-01 | 17.368284825988600 |
| 1992-09-01 | 17.366607144175000 |
| 1992-10-01 | 17.319630869065600 |
| 1992-11-01 | 17.249318762741100 |
| 1992-12-01 | 17.304869968152403 |
| 1993-01-01 | 17.453726767335500 |
| 1993-02-01 | 17.470352194530097 |
| 1993-03-01 | 17.541278238240700 |
| 1993-04-01 | 18.045826417025200 |
| 1993-05-01 | 17.849093804883100 |
| 1993-06-01 | 18.015618020485900 |
| 1993-07-01 | 18.306893925444200 |
| 1993-08-01 | 18.372091219356900 |
| 1993-09-01 | 18.468460749730000 |
| 1993-10-01 | 18.720095506673900 |
| 1993-11-01 | 18.836512728328300 |
| 1993-12-01 | 18.885886444957602 |
| 1994-01-01 | 18.888941171382100 |
| 1994-02-01 | 18.989710867361800 |
| 1994-03-01 | 19.055485902022000 |
| 1994-04-01 | 19.342878121581200 |
| 1994-05-01 | 19.441082137283800 |
| 1994-06-01 | 19.378480664300600 |
| 1994-07-01 | 20.604372343599103 |
| 1994-08-01 | 20.670282354361600 |
| 1994-09-01 | 20.973714167221800 |
| 1994-10-01 | 21.119414276940300 |
| 1994-11-01 | 21.533687662616200 |
| 1994-12-01 | 21.664646423161997 |
| 1995-01-01 | 21.823929470334700 |
| 1995-02-01 | 22.018841111660900 |
| 1995-03-01 | 22.069767167370700 |
| 1995-04-01 | 22.043845632607800 |
| 1995-05-01 | 22.238529445003000 |
| 1995-06-01 | 22.423414753142500 |
| 1995-07-01 | 22.498810919717500 |
| 1995-08-01 | 22.866001141575900 |
| 1995-09-01 | 23.382237091024000 |
| 1995-10-01 | 22.730083390458300 |
| 1995-11-01 | 22.722483432315300 |
| 1995-12-01 | 22.837386798064000 |
| 1996-01-01 | 22.753264853382900 |
| 1996-02-01 | 23.060541570915102 |
| 1996-03-01 | 23.371969119257997 |
| 1996-04-01 | 23.661651423433000 |
| 1996-05-01 | 23.754880741971900 |
| 1996-06-01 | 23.774762052583604 |
| 1996-07-01 | 23.570319278903398 |
| 1996-08-01 | 23.440948402183200 |
| 1996-09-01 | 23.886998210698200 |
| 1996-10-01 | 24.346300983652895 |
| 1996-11-01 | 24.520815190211600 |
| 1996-12-01 | 24.712329667208700 |
| 1997-01-01 | 25.077198718660803 |
| 1997-02-01 | 25.213133796518400 |
| 1997-03-01 | 25.272781280583800 |
| 1997-04-01 | 25.373437472120102 |
| 1997-05-01 | 25.576646190291900 |
| 1997-06-01 | 25.829574895330400 |
| 1997-07-01 | 26.141879249123395 |
| 1997-08-01 | 26.314529058837000 |
| 1997-09-01 | 26.587934745096103 |
| 1997-10-01 | 26.758645119755200 |
| 1997-11-01 | 26.808120671571000 |
| 1997-12-01 | 27.200252932110800 |
| 1998-01-01 | 27.606161634145398 |
| 1998-02-01 | 27.959849949107102 |
| 1998-03-01 | 27.874495995220602 |
| 1998-04-01 | 27.882616076489100 |
| 1998-05-01 | 28.200425424427100 |
| 1998-06-01 | 28.611662227385803 |
| 1998-07-01 | 28.703526664720002 |
| 1998-08-01 | 28.766148531138800 |
| 1998-09-01 | 28.766115479305500 |
| 1998-10-01 | 28.771712678009300 |
| 1998-11-01 | 29.009146808388902 |
| 1998-12-01 | 29.101657871304997 |
| 1999-01-01 | 28.954488974214200 |
| 1999-02-01 | 29.002284311709400 |
| 1999-03-01 | 29.392873595763803 |
| 1999-04-01 | 30.765675301823200 |
| 1999-05-01 | 31.006976867377500 |
| 1999-06-01 | 31.104116182229800 |
| 1999-07-01 | 33.068383656997200 |
| 1999-08-01 | 33.218213472696300 |
| 1999-09-01 | 32.228339361930104 |
| 1999-10-01 | 33.386384467503200 |
| 1999-11-01 | 34.008154945990800 |
| 1999-12-01 | 34.605468620143500 |
| 2000-01-01 | 34.535306520799700 |
| 2000-02-01 | 34.538758695578800 |
| 2000-03-01 | 34.709662747665500 |
| 2000-04-01 | 36.142182119385204 |
| 2000-05-01 | 36.297671830940200 |
| 2000-06-01 | 36.616872870363700 |
| 2000-07-01 | 36.935864571430700 |
| 2000-08-01 | 37.164752632461100 |
| 2000-09-01 | 37.266363096378300 |
| 2000-10-01 | 38.090010380896295 |
| 2000-11-01 | 38.412462689014000 |
| 2000-12-01 | 38.508667412281000 |
| 2001-01-01 | 39.940401966927600 |
| 2001-02-01 | 40.275492958621500 |
| 2001-03-01 | 40.342454527208600 |
| 2001-04-01 | 40.218748775009900 |
| 2001-05-01 | 40.185205606403100 |
| 2001-06-01 | 40.120962945656500 |
| 2001-07-01 | 39.991994959130295 |
| 2001-08-01 | 40.234706807060500 |
| 2001-09-01 | 39.916595909795000 |
| 2001-10-01 | 39.559248486974600 |
| 2001-11-01 | 39.207955978030704 |
| 2001-12-01 | 39.000557134278600 |
| 2002-01-01 | 39.648819364840800 |
| 2002-02-01 | 39.810074935157500 |
| 2002-03-01 | 39.872991455630400 |
| 2002-04-01 | 40.529351019887400 |
| 2002-05-01 | 40.683295641757496 |
| 2002-06-01 | 41.227849794381400 |
| 2002-07-01 | 40.841483260588300 |
| 2002-08-01 | 40.907906981099600 |
| 2002-09-01 | 40.965448817283395 |
| 2002-10-01 | 40.615664767707500 |
| 2002-11-01 | 40.997088697689210 |
| 2002-12-01 | 41.172967700237606 |
| 2003-01-01 | 41.131638499646100 |
| 2003-02-01 | 41.059803944512700 |
| 2003-03-01 | 41.325212279983700 |
| 2003-04-01 | 40.562616276340900 |
| 2003-05-01 | 40.095813312666294 |
| 2003-06-01 | 39.514729984006400 |
| 2003-07-01 | 39.080758464402800 |
| 2003-08-01 | 38.693415945788296 |
| 2003-09-01 | 38.738756481974300 |
| 2003-10-01 | 37.959558694954100 |
| 2003-11-01 | 37.688794867795200 |
| 2003-12-01 | 37.136799690956100 |
| 2004-01-01 | 36.668669454087500 |
| 2004-02-01 | 36.811775094071400 |
| 2004-03-01 | 36.777381038125300 |
| 2004-04-01 | 36.906249435028100 |
| 2004-05-01 | 37.206480945650100 |
| 2004-06-01 | 37.605679989858500 |
| 2004-07-01 | 38.042277353255500 |
| 2004-08-01 | 38.076761096885400 |
| 2004-09-01 | 38.237225249298000 |
| 2004-10-01 | 38.704758916970604 |
| 2004-11-01 | 38.871595284238296 |
| 2004-12-01 | 39.217761507767400 |
| 2005-01-01 | 39.258775002880995 |
| 2005-02-01 | 39.449374979069300 |
| 2005-03-01 | 39.740851663005600 |
| 2005-04-01 | 39.638439868036300 |
| 2005-05-01 | 39.812880700786800 |
| 2005-06-01 | 39.697295373127204 |
| 2005-07-01 | 40.303638463207100 |
| 2005-08-01 | 40.473374992760704 |
| 2005-09-01 | 40.773119162821200 |
| 2005-10-01 | 40.558506399808200 |
| 2005-11-01 | 41.268590476585900 |
| 2005-12-01 | 41.327465087535500 |
| 2006-01-01 | 41.005619253935600 |
| 2006-02-01 | 40.846659668069900 |
| 2006-03-01 | 40.881843438017100 |
| 2006-04-01 | 40.858732228339210 |
| 2006-05-01 | 40.801422629308000 |
| 2006-06-01 | 40.901981323114704 |
| 2006-07-01 | 40.397303057325500 |
| 2006-08-01 | 40.766860438223500 |
| 2006-09-01 | 40.726855575903000 |
| 2006-10-01 | 40.543892459136295 |
| 2006-11-01 | 40.271707980093396 |
| 2006-12-01 | 40.350165416594294 |
| 2007-01-01 | 40.641449253766105 |
| 2007-02-01 | 40.622393197825396 |
| 2007-03-01 | 40.615047079957200 |
| 2007-04-01 | 40.846149485037710 |
| 2007-05-01 | 40.972362919916500 |
| 2007-06-01 | 41.008849924269500 |
| 2007-07-01 | 40.894235787274496 |
| 2007-08-01 | 41.165546273476400 |
| 2007-09-01 | 41.095306802058100 |
| 2007-10-01 | 41.360162366897995 |
| 2007-11-01 | 41.390909056939705 |
| 2007-12-01 | 41.394264484598900 |
| 2008-01-01 | 41.568130933169800 |
| 2008-02-01 | 41.666969363844600 |
| 2008-03-01 | 41.529531742191900 |
| 2008-04-01 | 41.919576543973200 |
| 2008-05-01 | 41.939098990216900 |
| 2008-06-01 | 41.918198488873800 |
| 2008-07-01 | 42.201593411421100 |
| 2008-08-01 | 42.060402185084500 |
| 2008-09-01 | 42.160022446203705 |
| 2008-10-01 | 42.094930136637200 |
| 2008-11-01 | 42.102199667995100 |
| 2008-12-01 | 41.939964327588500 |
| 2009-01-01 | 41.828883440598600 |
| 2009-02-01 | 41.609190053849100 |
| 2009-03-01 | 41.328402662854710 |
| 2009-04-01 | 40.894719087019205 |
| 2009-05-01 | 40.717679089201205 |
| 2009-06-01 | 40.418341876033800 |
| 2009-07-01 | 40.181432046085500 |
| 2009-08-01 | 40.050193712827500 |
| 2009-09-01 | 40.011271080318000 |
| 2009-10-01 | 40.150262284026300 |
| 2009-11-01 | 40.114837545599500 |
| 2009-12-01 | 40.278437017370800 |
| 2010-01-01 | 40.207599987268710 |
| 2010-02-01 | 40.364930561625500 |
| 2010-03-01 | 40.619380275814800 |
| 2010-04-01 | 40.879822253783900 |
| 2010-05-01 | 41.108469950201600 |
| 2010-06-01 | 41.198892706756600 |
| 2010-07-01 | 41.367477793583900 |
| 2010-08-01 | 41.528353531955396 |
| 2010-09-01 | 41.532828311404500 |
| 2010-10-01 | 41.810458450498710 |
| 2010-11-01 | 42.126659923449600 |
| 2010-12-01 | 42.194530794883704 |
| 2011-01-01 | 42.618004704462500 |
| 2011-02-01 | 42.753749716711500 |
| 2011-03-01 | 42.706545445234600 |
| 2011-04-01 | 42.872128325602700 |
| 2011-05-01 | 42.900605338900500 |
| 2011-06-01 | 43.172059568069800 |
| 2011-07-01 | 43.456952492338890 |
| 2011-08-01 | 43.700789115296900 |
| 2011-09-01 | 43.922447231247500 |
| 2011-10-01 | 44.169378914170100 |
| 2011-11-01 | 44.228082995460504 |
| 2011-12-01 | 44.508179487755896 |
| 2012-01-01 | 44.531133662612500 |
| 2012-02-01 | 45.061683738767390 |
| 2012-03-01 | 45.310223349107800 |
| 2012-04-01 | 45.367845638793895 |
| 2012-05-01 | 45.601090405025500 |
| 2012-06-01 | 45.841302614838200 |
| 2012-07-01 | 46.057609793911500 |
| 2012-08-01 | 46.176198711487800 |
| 2012-09-01 | 46.198580209648200 |
| 2012-10-01 | 46.196221891998995 |
| 2012-11-01 | 46.421411300413700 |
| 2012-12-01 | 46.610452668107000 |
| 2013-01-01 | 46.760871837962100 |
| 2013-02-01 | 46.782470611398900 |
| 2013-03-01 | 46.902692599263710 |
| 2013-04-01 | 47.276467604883900 |
| 2013-05-01 | 47.313347852591200 |
| 2013-06-01 | 47.431686195050600 |
| 2013-07-01 | 47.249161787888404 |
| 2013-08-01 | 47.262581489453400 |
| 2013-09-01 | 47.468608863447800 |
| 2013-10-01 | 47.002267365550600 |
| 2013-11-01 | 46.988598395742100 |
| 2013-12-01 | 46.810750851134700 |
| 2014-01-01 | 47.091810960470600 |
| 2014-02-01 | 47.208732451862900 |
| 2014-03-01 | 47.297026677228500 |
| 2014-04-01 | 47.192074498567400 |
| 2014-05-01 | 47.340129165510504 |
| 2014-06-01 | 47.127483049910296 |
| 2014-07-01 | 47.141779392221900 |
| 2014-08-01 | 47.257722431303700 |
| 2014-09-01 | 47.444714555573900 |
| 2014-10-01 | 47.474370229531495 |
| 2014-11-01 | 47.659434123063200 |
| 2014-12-01 | 47.618555057340400 |
| 2015-01-01 | 47.523322844345600 |
| 2015-02-01 | 47.221139302336400 |
| 2015-03-01 | 47.287788907391096 |
| 2015-04-01 | 47.906679893949004 |
| 2015-05-01 | 47.965255964509794 |
| 2015-06-01 | 48.238225074301300 |
| 2015-07-01 | 48.430096157842100 |
| 2015-08-01 | 48.554974533281100 |
| 2015-09-01 | 48.838588362062800 |
| 2015-10-01 | 49.137856898148200 |
| 2015-11-01 | 49.326278847007210 |
| 2015-12-01 | 49.648488843223700 |
| 2016-01-01 | 49.733185862544495 |
| 2016-02-01 | 49.916223097669200 |
| 2016-03-01 | 50.102291998778500 |
| 2016-04-01 | 50.010732938653796 |
| 2016-05-01 | 49.985707760990200 |
| 2016-06-01 | 49.939094842823295 |
| 2016-07-01 | 50.208565895422204 |
| 2016-08-01 | 50.259881917541705 |
| 2016-09-01 | 50.248338118725500 |
| 2016-10-01 | 50.199329809217610 |
| 2016-11-01 | 50.224582691960000 |
| 2016-12-01 | 50.097962467177105 |
| 2017-01-01 | 50.021360837400500 |
| 2017-02-01 | 50.091393348159706 |
| 2017-03-01 | 50.310301619389290 |
| 2017-04-01 | 50.204887619638605 |
| 2017-05-01 | 50.293675794937110 |
| 2017-06-01 | 50.431309961357700 |
| 2017-07-01 | 50.596673931462796 |
| 2017-08-01 | 50.769278104324506 |
| 2017-09-01 | 50.868825358741500 |
| 2017-10-01 | 50.980941537349300 |
| 2017-11-01 | 50.938537516963300 |
| 2017-12-01 | 50.949404852590290 |
| 2018-01-01 | 50.982843292759600 |
| 2018-02-01 | 51.068408251211790 |
| 2018-03-01 | 50.916991896526900 |
| 2018-04-01 | 50.990530623701400 |
| 2018-05-01 | 50.794444920524505 |
| 2018-06-01 | 50.614516491303995 |
| 2018-07-01 | 50.496079724461700 |
| 2018-08-01 | 50.391335809365500 |
| 2018-09-01 | 50.179349790814000 |
| 2018-10-01 | 50.178391424370005 |
| 2018-11-01 | 50.157714280190700 |
| 2018-12-01 | 50.084383461822604 |
| 2019-01-01 | 50.143159338509506 |
| 2019-02-01 | 50.152832760264700 |
| 2019-03-01 | 50.016069358318100 |
| 2019-04-01 | 50.273502337074100 |
| 2019-05-01 | 50.593989322406600 |
| 2019-06-01 | 50.712038914909900 |
| 2019-07-01 | 50.907608315120110 |
| 2019-08-01 | 50.914465699085795 |
| 2019-09-01 | 50.958082648874900 |
| 2019-10-01 | 50.783153013785295 |
| 2019-11-01 | 51.065825975502800 |
| 2019-12-01 | 51.095212146859000 |
| 2020-01-01 | 51.313587411417800 |
| 2020-02-01 | 51.360762283735700 |
| 2020-03-01 | 51.417962036066800 |
| 2020-04-01 | 49.284969930516900 |
| 2020-05-01 | 49.605828734918500 |
| 2020-06-01 | 49.414998352198710 |
| 2020-07-01 | 49.015004282416200 |
| 2020-08-01 | 48.920857690907496 |
| 2020-09-01 | 49.191695031978796 |
| 2020-10-01 | 49.475695074117795 |
| 2020-11-01 | 49.563088138007600 |
| 2020-12-01 | 50.093197690986700 |
| 2021-01-01 | 50.609672102230796 |
| 2021-02-01 | 50.899926441463700 |
| 2021-03-01 | 51.335597316700200 |
| 2021-04-01 | 51.619998081685890 |
| 2021-05-01 | 51.929239795788200 |
| 2021-06-01 | 52.419099408136400 |
| 2021-07-01 | 52.912680572133400 |
| 2021-08-01 | 53.287772651013405 |
| 2021-09-01 | 53.893369945233005 |
| 2021-10-01 | 54.453310348188800 |
| 2021-11-01 | 55.155144629316396 |
| 2021-12-01 | 55.591244677868500 |
| 2022-01-01 | 55.533992295464400 |
| 2022-02-01 | 56.065283018418600 |
| 2022-03-01 | 56.465162605761606 |
| 2022-04-01 | 56.883300324764700 |
| 2022-05-01 | 57.057074861378900 |
| 2022-06-01 | 57.218158179993000 |
| 2022-07-01 | 57.590357989369790 |
| 2022-08-01 | 57.726062041819300 |
| 2022-09-01 | 58.080010104126500 |
| 2022-10-01 | 58.125351378895296 |
| 2022-11-01 | 58.240565858012800 |
| 2022-12-01 | 58.495053314623000 |
| 2023-01-01 | 58.680957131360906 |
| 2023-02-01 | 58.937960676061100 |
| 2023-03-01 | 59.116961531829006 |
| 2023-04-01 | 58.936846225269800 |
| 2023-05-01 | 58.673321160903900 |
| 2023-06-01 | 58.914512980700295 |
| 2023-07-01 | 58.756702916971210 |
| 2023-08-01 | 58.854411864058704 |
| 2023-09-01 | 58.882452132838900 |
| 2023-10-01 | 58.602179934016600 |
| 2023-11-01 | 58.436230423157994 |
| 2023-12-01 | 58.306876333348896 |
| 2024-01-01 | 58.427046809955705 |
| 2024-02-01 | 58.094152428678800 |
| 2024-03-01 | 58.563401254707610 |
| 2024-04-01 | 58.685229459950800 |
| 2024-05-01 | 59.677254345532700 |
| 2024-06-01 | 61.503504560488610 |
| 2024-07-01 | 60.726478258730296 |
| 2024-08-01 | 61.194949757998400 |
| 2024-09-01 | 61.515418499133000 |
