NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Legal Services in Philadelphia, PA (MD) Series ID: SMU42379646054110001SA 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 2024-03-01 Last Updated: 2024-04-20 5:08 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU42379646054110001). 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 20.386841869056400 1990-02-01 20.453310890128897 1990-03-01 20.416977426261700 1990-04-01 20.158049399924103 1990-05-01 20.423961594477998 1990-06-01 20.311388046639102 1990-07-01 20.351336051785200 1990-08-01 20.276810591414200 1990-09-01 20.130252945899700 1990-10-01 20.187750658868000 1990-11-01 20.263780535022303 1990-12-01 20.037316083850000 1991-01-01 19.685978195748802 1991-02-01 19.955275781572603 1991-03-01 19.915308928948100 1991-04-01 19.860089225142900 1991-05-01 19.723567855393103 1991-06-01 19.614332879220100 1991-07-01 19.556147700307900 1991-08-01 19.587857053395897 1991-09-01 19.526351789647200 1991-10-01 19.378084600018397 1991-11-01 19.352046482134000 1991-12-01 19.231664623444900 1992-01-01 19.781483664835000 1992-02-01 19.662639075371000 1992-03-01 19.615812036187900 1992-04-01 19.563207080076400 1992-05-01 19.528260561647500 1992-06-01 19.622751309027300 1992-07-01 19.567618665147300 1992-08-01 19.507876155293600 1992-09-01 19.414145397344900 1992-10-01 19.363985759455602 1992-11-01 19.325091254008697 1992-12-01 19.214285469922500 1993-01-01 19.485213714431100 1993-02-01 19.472762087509000 1993-03-01 19.420446438979003 1993-04-01 19.471488728611200 1993-05-01 19.436378931430800 1993-06-01 19.437504543844300 1993-07-01 19.272858456590800 1993-08-01 19.231071783017200 1993-09-01 19.307389070501397 1993-10-01 19.239801004408600 1993-11-01 19.187868617897397 1993-12-01 19.299036869390896 1994-01-01 19.191305254277800 1994-02-01 19.177591433889198 1994-03-01 19.332392006251700 1994-04-01 19.173178897289000 1994-05-01 19.246358546285700 1994-06-01 19.061875077049397 1994-07-01 19.278089025899900 1994-08-01 19.260065819655896 1994-09-01 19.198697306087197 1994-10-01 19.209647226994300 1994-11-01 19.144036975799600 1994-12-01 18.978666807934600 1995-01-01 19.009761531596700 1995-02-01 18.883739916293700 1995-03-01 18.845683249456400 1995-04-01 18.773921618966600 1995-05-01 18.753789446197500 1995-06-01 18.688565956292802 1995-07-01 18.672131048798600 1995-08-01 18.676679561279000 1995-09-01 18.898652815551200 1995-10-01 18.683628332313500 1995-11-01 18.810855863285500 1995-12-01 18.774319723908600 1996-01-01 18.620577781710697 1996-02-01 18.687391460226700 1996-03-01 18.654680189777800 1996-04-01 18.670745302804000 1996-05-01 18.657591416412600 1996-06-01 18.507331770380400 1996-07-01 18.665892014578198 1996-08-01 18.683910563437000 1996-09-01 18.695486370054102 1996-10-01 18.773879217121000 1996-11-01 18.800649446403600 1996-12-01 18.773292428352600 1997-01-01 18.326942453550600 1997-02-01 18.391311583264800 1997-03-01 18.358292824724900 1997-04-01 18.467715867357600 1997-05-01 18.458382354738603 1997-06-01 18.505318420736600 1997-07-01 18.754100380449298 1997-08-01 18.674707992178000 1997-09-01 18.793266847140302 1997-10-01 18.986119443819700 1997-11-01 19.024312782977300 1997-12-01 19.189736142364400 1998-01-01 19.014282984116600 1998-02-01 19.086797433709500 1998-03-01 19.151596824027603 1998-04-01 19.271884474809898 1998-05-01 19.451536266538300 1998-06-01 19.288351675687600 1998-07-01 19.244269134396600 1998-08-01 19.360548366725100 1998-09-01 19.389914626454500 1998-10-01 19.911705995513100 1998-11-01 19.965351712644697 1998-12-01 20.002283472932803 1999-01-01 19.601192214635898 1999-02-01 19.585563706681302 1999-03-01 19.637788370420400 1999-04-01 19.582144246665003 1999-05-01 19.636783254029200 1999-06-01 19.664028867547604 1999-07-01 20.137678246852000 1999-08-01 20.137360317932103 1999-09-01 19.987845323982800 1999-10-01 20.241793416551303 1999-11-01 20.209340499461803 1999-12-01 20.322699279960700 2000-01-01 20.383644393400800 2000-02-01 20.585291438534103 2000-03-01 20.418794884223700 2000-04-01 20.500910976866700 2000-05-01 20.416883156473500 2000-06-01 20.436839663646100 2000-07-01 20.435457261971802 2000-08-01 20.419910796456100 2000-09-01 20.387779903002300 2000-10-01 20.266347816803000 2000-11-01 20.242401748977603 2000-12-01 20.235168379444800 2001-01-01 20.377626305038103 2001-02-01 20.385452592341600 2001-03-01 20.402653889228400 2001-04-01 20.312515677277000 2001-05-01 20.405881747910100 2001-06-01 20.413639882248898 2001-07-01 20.431997191460802 2001-08-01 20.505231176810500 2001-09-01 20.493626593605303 2001-10-01 20.480977803269600 2001-11-01 20.563489668091500 2001-12-01 20.652706923966000 2002-01-01 20.571458051453604 2002-02-01 20.581411493877898 2002-03-01 20.588375180336800 2002-04-01 20.620404285023803 2002-05-01 20.699875250920800 2002-06-01 20.903350255008000 2002-07-01 20.722556894107500 2002-08-01 20.601232596113500 2002-09-01 20.808833926301300 2002-10-01 20.884490776472300 2002-11-01 20.868738118677100 2002-12-01 20.861283881212900 2003-01-01 20.870204909276800 2003-02-01 20.875376136880103 2003-03-01 20.785294096639400 2003-04-01 21.114245123693700 2003-05-01 21.001711362367498 2003-06-01 21.008139775482800 2003-07-01 20.912031955367200 2003-08-01 20.900873670094498 2003-09-01 21.025093938018397 2003-10-01 20.879104814683302 2003-11-01 20.867377613976800 2003-12-01 20.667888499134200 2004-01-01 20.765220152504600 2004-02-01 20.767248005878600 2004-03-01 20.788463018293400 2004-04-01 20.708806077009500 2004-05-01 20.606030797552700 2004-06-01 20.720835302951100 2004-07-01 20.701526360725900 2004-08-01 20.704547918411397 2004-09-01 20.633509795271700 2004-10-01 20.671011825982898 2004-11-01 20.662029735217100 2004-12-01 20.673424961709500 2005-01-01 20.761251417583000 2005-02-01 20.756066817837600 2005-03-01 20.794810476101897 2005-04-01 20.799224981500000 2005-05-01 20.822391396646600 2005-06-01 20.638356270528300 2005-07-01 20.793381108166802 2005-08-01 20.701520946262104 2005-09-01 20.632184896457800 2005-10-01 20.665436156851900 2005-11-01 20.658338171800000 2005-12-01 20.782222232928500 2006-01-01 20.648666872961100 2006-02-01 20.646267781424400 2006-03-01 20.501785509066600 2006-04-01 20.591364012224396 2006-05-01 20.539034348298603 2006-06-01 20.458805830874000 2006-07-01 20.491301492093600 2006-08-01 20.500717458903800 2006-09-01 20.526310713668600 2006-10-01 20.561497978984700 2006-11-01 20.545818910072697 2006-12-01 20.587893982397603 2007-01-01 20.539172570018803 2007-02-01 20.535760000480700 2007-03-01 20.505147295316700 2007-04-01 20.485136099557298 2007-05-01 20.550971726937302 2007-06-01 20.584188805128697 2007-07-01 20.604161909828502 2007-08-01 20.602505800922900 2007-09-01 20.621022781925102 2007-10-01 20.551845321373900 2007-11-01 20.527537628683397 2007-12-01 20.389302476010900 2008-01-01 20.427744953844300 2008-02-01 20.329017906457400 2008-03-01 20.506219880497600 2008-04-01 20.476954614038700 2008-05-01 20.453040160932100 2008-06-01 20.511930844598800 2008-07-01 20.427258158852602 2008-08-01 20.419890096413397 2008-09-01 20.318706901151800 2008-10-01 20.136223298454700 2008-11-01 20.001768077759300 2008-12-01 19.985558504345900 2009-01-01 19.921647307444697 2009-02-01 19.719664507747602 2009-03-01 19.597111702432198 2009-04-01 19.570967736064800 2009-05-01 19.354770817820700 2009-06-01 19.339846983760100 2009-07-01 19.257220313033300 2009-08-01 19.143904050491898 2009-09-01 18.918941520560500 2009-10-01 19.019853299357898 2009-11-01 18.982215905589600 2009-12-01 18.769531434373600 2010-01-01 18.807743574058800 2010-02-01 18.816126071028698 2010-03-01 18.788618487260500 2010-04-01 18.661276838970398 2010-05-01 18.754182164152000 2010-06-01 18.668406504072898 2010-07-01 18.685014906218502 2010-08-01 18.778838615571303 2010-09-01 18.719053980716897 2010-10-01 18.802984188453200 2010-11-01 18.862824792979000 2010-12-01 18.848927611735700 2011-01-01 18.899730143817198 2011-02-01 18.909651260953100 2011-03-01 18.872851449096800 2011-04-01 18.964556253035198 2011-05-01 18.949870331645500 2011-06-01 18.794403880005300 2011-07-01 18.616423268619800 2011-08-01 18.707131852023600 2011-09-01 18.709586966644398 2011-10-01 18.786955130518000 2011-11-01 18.752648613903002 2011-12-01 18.828397715693200 2012-01-01 18.696339927790100 2012-02-01 18.705758062739400 2012-03-01 18.662875409235600 2012-04-01 18.670632598449900 2012-05-01 18.646423360394000 2012-06-01 18.705939922685600 2012-07-01 18.738173442717800 2012-08-01 18.731399771332100 2012-09-01 18.797281612143898 2012-10-01 18.775846690722500 2012-11-01 18.742363321959900 2012-12-01 18.814749694688600 2013-01-01 18.807132663987900 2013-02-01 18.700041391450900 2013-03-01 18.753613124542900 2013-04-01 18.784981359883800 2013-05-01 18.750874721145000 2013-06-01 18.598158593198700 2013-07-01 18.749558713686000 2013-08-01 18.740614747660100 2013-09-01 18.782954605201798 2013-10-01 18.576360511499600 2013-11-01 18.737650655855397 2013-12-01 18.704410429563000 2014-01-01 18.719398789706500 2014-02-01 18.702622571228000 2014-03-01 18.752544101918200 2014-04-01 18.588117722728500 2014-05-01 18.665330323088500 2014-06-01 18.581496651587802 2014-07-01 18.546555934417600 2014-08-01 18.642755221345500 2014-09-01 18.672629018876500 2014-10-01 18.684703254413897 2014-11-01 18.533073726240602 2014-12-01 18.598958700123998 2015-01-01 18.629905966179198 2015-02-01 18.705586589119100 2015-03-01 18.654979391036502 2015-04-01 18.491692596850300 2015-05-01 18.676078867830398 2015-06-01 18.667375796938900 2015-07-01 18.743024642257700 2015-08-01 18.538616511809700 2015-09-01 18.468040633448100 2015-10-01 18.486703192346898 2015-11-01 18.531866909608700 2015-12-01 18.501489761809800 2016-01-01 18.433004216481500 2016-02-01 18.505339831585300 2016-03-01 18.464217720634302 2016-04-01 18.484636939449500 2016-05-01 18.485194156984200 2016-06-01 18.562299399706700 2016-07-01 18.534569795815198 2016-08-01 18.643674709592500 2016-09-01 18.473261500985103 2016-10-01 18.381210117988600 2016-11-01 18.529342550309103 2016-12-01 18.502383289163000 2017-01-01 18.426089776026500 2017-02-01 18.398640250813198 2017-03-01 18.478274934888500 2017-04-01 18.478568392498100 2017-05-01 18.391352118660897 2017-06-01 18.469672977619602 2017-07-01 18.533579767811300 2017-08-01 18.549558170379900 2017-09-01 18.576946267481800 2017-10-01 18.464368434748604 2017-11-01 18.430841264238100 2017-12-01 18.508607923681396 2018-01-01 18.511710070868700 2018-02-01 18.390588129183303 2018-03-01 18.383180873841700 2018-04-01 18.473621742389398 2018-05-01 18.495340834014800 2018-06-01 18.587773444540602 2018-07-01 18.439346687273700 2018-08-01 18.458961799931000 2018-09-01 18.472357281408300 2018-10-01 18.547571423510700 2018-11-01 18.532169083794300 2018-12-01 18.514880030015600 2019-01-01 18.598377988305300 2019-02-01 18.684537426146100 2019-03-01 18.684045887545900 2019-04-01 18.671921391738103 2019-05-01 18.688150586987398 2019-06-01 18.707224471230500 2019-07-01 18.752059123638700 2019-08-01 18.668910938903200 2019-09-01 18.662882555831700 2019-10-01 18.728157088066100 2019-11-01 18.735945618374600 2019-12-01 18.826285499984200 2020-01-01 18.694717585823604 2020-02-01 18.679530824351100 2020-03-01 18.576076127345500 2020-04-01 17.275965951408402 2020-05-01 17.280209832695302 2020-06-01 17.216713435687500 2020-07-01 17.254041000096300 2020-08-01 17.380025739172800 2020-09-01 17.354818772788300 2020-10-01 17.417417021174600 2020-11-01 17.336273101261100 2020-12-01 17.330725990015100 2021-01-01 17.404884279687000 2021-02-01 17.385512793935000 2021-03-01 17.371284546434800 2021-04-01 17.278920228263100 2021-05-01 17.270819236277300 2021-06-01 17.114923036228500 2021-07-01 17.147753357236900 2021-08-01 17.180412498613800 2021-09-01 17.247926946327000 2021-10-01 17.215500288408600 2021-11-01 17.339780561419300 2021-12-01 17.334051501828498 2022-01-01 17.320465371026000 2022-02-01 17.400277142285700 2022-03-01 17.463362306207300 2022-04-01 17.582414341234600 2022-05-01 17.566089388530700 2022-06-01 17.605487889700600 2022-07-01 17.634633671106500 2022-08-01 17.576610899315400 2022-09-01 17.638614568404602 2022-10-01 17.622163481120800 2022-11-01 17.643277155999900 2022-12-01 17.831781446046200 2023-01-01 17.738073920261897 2023-02-01 17.721513311141397 2023-03-01 17.763685830628300 2023-04-01 17.679699145439700 2023-05-01 17.759997077979400 2023-06-01 17.792913766610802 2023-07-01 17.820883502075898 2023-08-01 17.771331502914600 2023-09-01 17.733771176526800 2023-10-01 17.728951209179602 2023-11-01 17.648837044837700 2023-12-01 17.531748963816800 2024-01-01 17.549149528765800 2024-02-01 17.535178261570000 2024-03-01 17.564081352359100