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: Leisure and Hospitality in Philadelphia-Camden-Wilmington, PA-NJ-DE-MD (MSA) Series ID: PHIL942LEIH Source: U.S. Bureau of Labor Statistics Release: State Employment and Unemployment Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-04-01 Last Updated: 2024-05-18 5:36 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/PHIL942LEIHN). 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 1990-01-01 169.07419418607000 1990-02-01 168.74653898381800 1990-03-01 169.25313445763200 1990-04-01 164.71685110948700 1990-05-01 164.41502145980900 1990-06-01 164.99314824423900 1990-07-01 164.76781591169100 1990-08-01 165.05416139633600 1990-09-01 165.31935385360800 1990-10-01 165.23266241329100 1990-11-01 164.93652025287201 1990-12-01 164.78527915008300 1991-01-01 163.49761875464100 1991-02-01 163.20590862518200 1991-03-01 163.45096037785100 1991-04-01 162.65122404131700 1991-05-01 161.95533182793600 1991-06-01 162.25636782695500 1991-07-01 161.35376325568200 1991-08-01 161.38316632461598 1991-09-01 160.58882903273400 1991-10-01 160.66115340800400 1991-11-01 160.81815162811301 1991-12-01 161.27585598300700 1992-01-01 161.73069549179300 1992-02-01 161.58526008652200 1992-03-01 161.41613187617300 1992-04-01 161.66030411488200 1992-05-01 161.51606703652100 1992-06-01 160.92014663307500 1992-07-01 161.84673043780200 1992-08-01 161.52808351812800 1992-09-01 160.99827006084800 1992-10-01 164.56580669434499 1992-11-01 163.18108389606200 1992-12-01 162.57002744275500 1993-01-01 164.53167229002300 1993-02-01 164.95879053694298 1993-03-01 162.70872363601300 1993-04-01 165.11118071661000 1993-05-01 165.36673287312800 1993-06-01 165.09448369308800 1993-07-01 165.04841910239100 1993-08-01 165.14201985540600 1993-09-01 165.18924880900400 1993-10-01 164.20146293645598 1993-11-01 164.03269160484100 1993-12-01 164.03733783711900 1994-01-01 163.78472144539200 1994-02-01 163.59283153504802 1994-03-01 163.94878458649700 1994-04-01 162.96814453700800 1994-05-01 163.18277995239401 1994-06-01 163.39691292590402 1994-07-01 163.70875229069700 1994-08-01 163.58469116773800 1994-09-01 162.22429856742300 1994-10-01 163.90565027144200 1994-11-01 163.97354077076400 1994-12-01 164.65608446642798 1995-01-01 165.09470733488900 1995-02-01 165.67189742553498 1995-03-01 166.03430312798600 1995-04-01 166.23573521425502 1995-05-01 166.57331695439800 1995-06-01 167.37621493618100 1995-07-01 167.85284424374600 1995-08-01 168.41650996566202 1995-09-01 168.95534726905100 1995-10-01 169.42967600380500 1995-11-01 169.80979364936900 1995-12-01 169.77982203576900 1996-01-01 168.08140306539400 1996-02-01 170.37739410660100 1996-03-01 170.94377280168700 1996-04-01 172.63888304200100 1996-05-01 173.98306590795602 1996-06-01 174.20097021896000 1996-07-01 173.91548378538200 1996-08-01 174.58668236518002 1996-09-01 174.81509683127499 1996-10-01 175.29862626771100 1996-11-01 176.16105317217000 1996-12-01 176.77459681359102 1997-01-01 177.43342686280500 1997-02-01 178.26423598447500 1997-03-01 179.00700392054400 1997-04-01 179.66865061229598 1997-05-01 180.23135743326400 1997-06-01 180.29145617761900 1997-07-01 179.91229983320702 1997-08-01 181.05818691143600 1997-09-01 182.29535366046298 1997-10-01 181.88315735817403 1997-11-01 182.56952150060300 1997-12-01 183.13717738888099 1998-01-01 183.55450016532000 1998-02-01 185.10080952083900 1998-03-01 184.32661805898700 1998-04-01 183.33187112282100 1998-05-01 183.95727902076698 1998-06-01 184.21518281425702 1998-07-01 185.45112919638402 1998-08-01 185.34262207368000 1998-09-01 185.81537864250500 1998-10-01 186.81877174535998 1998-11-01 186.85214549865600 1998-12-01 187.30129823804300 1999-01-01 189.63924726159900 1999-02-01 190.84710581896500 1999-03-01 190.97175601463300 1999-04-01 192.32759241501597 1999-05-01 192.92254289991200 1999-06-01 195.09982657980598 1999-07-01 193.47111670339902 1999-08-01 193.65042227362800 1999-09-01 193.18841269406300 1999-10-01 193.43912358811798 1999-11-01 192.93079033821700 1999-12-01 194.31591592629100 2000-01-01 194.37398668760898 2000-02-01 194.15057766363702 2000-03-01 196.79868827863098 2000-04-01 195.45544929621500 2000-05-01 194.59796494971198 2000-06-01 195.27808097986100 2000-07-01 195.99514833376300 2000-08-01 196.65596304256303 2000-09-01 197.91824242951200 2000-10-01 198.50062352170700 2000-11-01 199.42036064762600 2000-12-01 199.50589236445000 2001-01-01 194.36723770885800 2001-02-01 196.02583775486800 2001-03-01 196.20456633975000 2001-04-01 197.35618563416700 2001-05-01 199.12711007055000 2001-06-01 199.56998496685200 2001-07-01 200.45621589756598 2001-08-01 200.63063221512402 2001-09-01 199.91274926892600 2001-10-01 200.23161962416802 2001-11-01 200.79872952169600 2001-12-01 202.30440616295300 2002-01-01 199.22617030020302 2002-02-01 201.34656607609200 2002-03-01 201.77135037928198 2002-04-01 202.08896149497300 2002-05-01 202.27247433148702 2002-06-01 202.66583296718497 2002-07-01 202.04250608415500 2002-08-01 202.66103679623700 2002-09-01 203.71371375893600 2002-10-01 205.89045732459000 2002-11-01 206.28078811251400 2002-12-01 205.52435864182700 2003-01-01 205.59802647058800 2003-02-01 205.69751942775700 2003-03-01 206.79410733523800 2003-04-01 204.86878354508500 2003-05-01 206.24883920551300 2003-06-01 204.67241264831200 2003-07-01 207.80940358113400 2003-08-01 209.55133918181198 2003-09-01 207.95238188084700 2003-10-01 207.73311196684200 2003-11-01 207.83676068763200 2003-12-01 208.22878865674198 2004-01-01 209.13732801772600 2004-02-01 209.14348376140400 2004-03-01 208.75606850831102 2004-04-01 209.89207568189200 2004-05-01 210.38659974180100 2004-06-01 210.71817981591700 2004-07-01 211.74908398090200 2004-08-01 212.95111459092200 2004-09-01 213.29955872678397 2004-10-01 214.89664855582902 2004-11-01 215.07304055930803 2004-12-01 216.05400166645100 2005-01-01 215.44007761468200 2005-02-01 215.25857004006500 2005-03-01 215.21897851359300 2005-04-01 216.35695978014700 2005-05-01 217.47242007175700 2005-06-01 217.71673695764800 2005-07-01 217.91485086209500 2005-08-01 217.40776286888402 2005-09-01 218.64335634252900 2005-10-01 217.32345517957200 2005-11-01 217.82331255026600 2005-12-01 217.59083953814400 2006-01-01 218.41615868852400 2006-02-01 219.33479983606497 2006-03-01 220.17530783794600 2006-04-01 220.00292544833698 2006-05-01 219.82941788899400 2006-06-01 220.62361536972100 2006-07-01 220.08584892549197 2006-08-01 220.90332621004700 2006-09-01 221.02881123973998 2006-10-01 220.89634508419300 2006-11-01 221.61135796530900 2006-12-01 222.67884149922500 2007-01-01 223.93632636892300 2007-02-01 224.09643596140800 2007-03-01 224.33718087376500 2007-04-01 222.87224336269700 2007-05-01 222.87362142660498 2007-06-01 222.56398468760700 2007-07-01 221.84621729730400 2007-08-01 222.36905475126702 2007-09-01 222.27051909833500 2007-10-01 222.69666705425200 2007-11-01 223.67505955117800 2007-12-01 223.75515135967200 2008-01-01 224.09777358327800 2008-02-01 224.54107468921100 2008-03-01 225.00396905599098 2008-04-01 226.25319187707300 2008-05-01 225.48490188971500 2008-06-01 225.79388074693400 2008-07-01 226.25105965012700 2008-08-01 224.68284328099998 2008-09-01 224.50699379107700 2008-10-01 225.12558719513000 2008-11-01 223.30419692937300 2008-12-01 222.84888742198400 2009-01-01 221.10039265387798 2009-02-01 221.22673161450803 2009-03-01 220.08591332001498 2009-04-01 218.04539707550302 2009-05-01 220.87456898239600 2009-06-01 220.15214143604499 2009-07-01 221.48055022972400 2009-08-01 220.06970762290402 2009-09-01 219.39698187198100 2009-10-01 221.50517721618900 2009-11-01 219.09200085977298 2009-12-01 219.35507579493700 2010-01-01 220.51046764559900 2010-02-01 218.62713798055900 2010-03-01 220.46509679869700 2010-04-01 221.68318891369702 2010-05-01 222.63830292038799 2010-06-01 222.96060600762002 2010-07-01 224.81779912225200 2010-08-01 225.50938943547402 2010-09-01 227.03586317448600 2010-10-01 227.46531252401903 2010-11-01 228.50287068761298 2010-12-01 228.00988108519002 2011-01-01 228.46139432029202 2011-02-01 228.96805093436200 2011-03-01 230.72166326348800 2011-04-01 230.33358322118400 2011-05-01 230.01528030731900 2011-06-01 229.63343478536598 2011-07-01 229.44311720646700 2011-08-01 230.01950809869700 2011-09-01 230.33580490269200 2011-10-01 230.42593236750300 2011-11-01 231.59358386736100 2011-12-01 230.71127997807500 2012-01-01 233.75419184144002 2012-02-01 234.58728429918600 2012-03-01 237.72028522938700 2012-04-01 235.26935356838902 2012-05-01 236.03489491256900 2012-06-01 237.96341467230500 2012-07-01 236.88510720430400 2012-08-01 237.57260957012100 2012-09-01 236.95373372332298 2012-10-01 236.29796945353698 2012-11-01 238.28719411701900 2012-12-01 239.56933624598500 2013-01-01 238.58825414369900 2013-02-01 239.49430739914300 2013-03-01 239.39739118508098 2013-04-01 240.88595475525102 2013-05-01 240.72786200351300 2013-06-01 241.39056596601299 2013-07-01 242.55482288953098 2013-08-01 242.32246982993698 2013-09-01 243.28037386575000 2013-10-01 241.00742543738200 2013-11-01 243.16197664991200 2013-12-01 243.78704949458900 2014-01-01 246.25580320000600 2014-02-01 244.28570753988998 2014-03-01 245.32144422193198 2014-04-01 245.07312682450802 2014-05-01 245.83006395013402 2014-06-01 246.00715769223000 2014-07-01 246.66093607665698 2014-08-01 247.82532934786300 2014-09-01 248.59519568996600 2014-10-01 249.12637733547700 2014-11-01 249.36805561072300 2014-12-01 250.09163901389300 2015-01-01 250.26033845798700 2015-02-01 250.29946048392800 2015-03-01 250.04337303835098 2015-04-01 250.60446183278802 2015-05-01 251.95107874891102 2015-06-01 252.39557431636600 2015-07-01 251.88433821424700 2015-08-01 252.41853475134800 2015-09-01 253.05273158583600 2015-10-01 254.46313963584598 2015-11-01 254.34303402647800 2015-12-01 256.01119712804000 2016-01-01 255.51825250311600 2016-02-01 256.22393906811900 2016-03-01 257.69347862078996 2016-04-01 259.06918233244300 2016-05-01 257.80165422661600 2016-06-01 257.93077502766000 2016-07-01 258.86134815694400 2016-08-01 259.44978177039200 2016-09-01 261.91508061014997 2016-10-01 260.84370903877897 2016-11-01 261.88047352689700 2016-12-01 261.38124911286600 2017-01-01 263.45768270486200 2017-02-01 264.69676508586200 2017-03-01 265.05240214219200 2017-04-01 265.64885421044100 2017-05-01 266.16440734482103 2017-06-01 266.65079835369096 2017-07-01 267.61443921574800 2017-08-01 267.82444321652804 2017-09-01 268.29674049038500 2017-10-01 268.72887311761500 2017-11-01 269.63410429943700 2017-12-01 268.88580759447300 2018-01-01 270.11479743358200 2018-02-01 271.04321902185700 2018-03-01 270.17073118300704 2018-04-01 271.08418161004600 2018-05-01 271.41266395629200 2018-06-01 272.17789839945704 2018-07-01 272.02295051084000 2018-08-01 272.84444335673800 2018-09-01 273.12082826869000 2018-10-01 273.70718327853000 2018-11-01 273.70725174647400 2018-12-01 274.66483803513900 2019-01-01 275.30373201398400 2019-02-01 275.79805000163800 2019-03-01 277.13333615509400 2019-04-01 277.08355138038800 2019-05-01 277.38523340820800 2019-06-01 277.51926403377800 2019-07-01 277.87957257396200 2019-08-01 277.95632144966100 2019-09-01 277.53592525272400 2019-10-01 276.63211379712700 2019-11-01 278.52760158948000 2019-12-01 280.19822413402100 2020-01-01 282.64719152619000 2020-02-01 282.52434239214000 2020-03-01 268.67127144384700 2020-04-01 118.40148078520100 2020-05-01 125.44542500415800 2020-06-01 142.02069400711600 2020-07-01 172.48833150295400 2020-08-01 180.56142629869203 2020-09-01 194.15292593671700 2020-10-01 201.67015368835300 2020-11-01 202.91877903475103 2020-12-01 190.40997755799600 2021-01-01 198.26267504919997 2021-02-01 203.43270750701902 2021-03-01 207.28786330811600 2021-04-01 211.67830559146600 2021-05-01 215.93772848583000 2021-06-01 222.43403680487597 2021-07-01 232.88658419903703 2021-08-01 235.55890711765600 2021-09-01 237.07615103683000 2021-10-01 242.01723818030300 2021-11-01 245.15978253313900 2021-12-01 248.11158954988000 2022-01-01 249.03032614726600 2022-02-01 251.24483517548802 2022-03-01 253.78341222498700 2022-04-01 254.54854660272800 2022-05-01 255.97470614518102 2022-06-01 257.59937546205100 2022-07-01 262.27459316097600 2022-08-01 262.44516335430100 2022-09-01 262.94542948651000 2022-10-01 262.78462339251500 2022-11-01 264.05668750588796 2022-12-01 266.01764419965997 2023-01-01 270.76394770625900 2023-02-01 270.54591799665000 2023-03-01 271.23938708793300 2023-04-01 269.60787185858396 2023-05-01 272.12469889854300 2023-06-01 273.73493019108500 2023-07-01 274.45461313227600 2023-08-01 274.23206445703000 2023-09-01 275.41936591417300 2023-10-01 275.70725250633400 2023-11-01 275.65395318903900 2023-12-01 275.16577952850700 2024-01-01 275.26282668745000 2024-02-01 275.58899909668300 2024-03-01 276.21469585789504 2024-04-01 277.09532524097800