Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Philadelphia, PA (MD)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Philadelphia, PA (MD)
Series ID SMU42379646562000001SA
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 2024-08-01
Last Updated 2024-09-21 6:40 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
1990-01-01 121.76302503295500
1990-02-01 122.25816527584800
1990-03-01 122.86421204143000
1990-04-01 121.32792359577299
1990-05-01 122.75102805441500
1990-06-01 123.25490689410000
1990-07-01 123.71224288226601
1990-08-01 123.81989739611200
1990-09-01 124.02307569783599
1990-10-01 124.10896045478600
1990-11-01 124.78373487509400
1990-12-01 124.76056476621099
1991-01-01 127.29176868697701
1991-02-01 127.39280692018700
1991-03-01 127.97731703630600
1991-04-01 128.12042156148400
1991-05-01 128.10442869435400
1991-06-01 128.80702718937200
1991-07-01 129.51287384995300
1991-08-01 130.17751256487400
1991-09-01 131.24726016195800
1991-10-01 130.55760026759600
1991-11-01 130.68902324425000
1991-12-01 131.43712747493000
1992-01-01 132.68472863259300
1992-02-01 132.94676671994000
1992-03-01 133.46182353063400
1992-04-01 134.66366308178000
1992-05-01 135.21102942298700
1992-06-01 135.33657588134300
1992-07-01 135.29095539450600
1992-08-01 135.39214856269100
1992-09-01 135.64114084762900
1992-10-01 135.98997176311300
1992-11-01 136.10163150096900
1992-12-01 136.43139553950300
1993-01-01 136.93445087160900
1993-02-01 136.85155889580798
1993-03-01 136.68563672605900
1993-04-01 136.11849719665900
1993-05-01 136.37830733802400
1993-06-01 136.61075026810900
1993-07-01 136.74558960401400
1993-08-01 136.91209538225402
1993-09-01 136.20386022012102
1993-10-01 137.26720158754200
1993-11-01 137.20467309234502
1993-12-01 137.87759519627500
1994-01-01 137.72503274568500
1994-02-01 137.68612422617900
1994-03-01 137.62716694278000
1994-04-01 138.13332038815000
1994-05-01 138.42746945013800
1994-06-01 138.40311432625800
1994-07-01 138.50653418375000
1994-08-01 138.73409251797300
1994-09-01 138.93264638111600
1994-10-01 138.51868472565700
1994-11-01 138.38558860148800
1994-12-01 137.76028561644500
1995-01-01 136.69121898015100
1995-02-01 137.75045676151500
1995-03-01 138.12539765813900
1995-04-01 137.32669909082600
1995-05-01 138.30110068491600
1995-06-01 138.09903413218902
1995-07-01 137.31269358340100
1995-08-01 137.88738896676500
1995-09-01 139.09372952769100
1995-10-01 138.63741575945400
1995-11-01 138.77600783578300
1995-12-01 138.64711445281100
1996-01-01 137.75296428573200
1996-02-01 139.23472802121600
1996-03-01 139.71433662624500
1996-04-01 139.64259476545600
1996-05-01 139.52889146712900
1996-06-01 139.80115038328200
1996-07-01 140.36960875653298
1996-08-01 140.69115368248100
1996-09-01 141.10988227418300
1996-10-01 141.73097753108700
1996-11-01 142.57537003426202
1996-12-01 142.16341369956800
1997-01-01 140.75854230172300
1997-02-01 141.31072789261998
1997-03-01 141.11585697667800
1997-04-01 141.40768620670200
1997-05-01 141.12941597487000
1997-06-01 141.76317359811200
1997-07-01 142.32043000073799
1997-08-01 142.53650418854100
1997-09-01 142.90840530860100
1997-10-01 142.46659747856800
1997-11-01 142.75798541058200
1997-12-01 143.15934227491800
1998-01-01 143.26350921203400
1998-02-01 143.75172470962400
1998-03-01 143.77794481926500
1998-04-01 144.12495609730000
1998-05-01 144.30069798457500
1998-06-01 143.99890060207800
1998-07-01 143.66458499869302
1998-08-01 143.43214628017000
1998-09-01 143.23145224713699
1998-10-01 143.25681065687002
1998-11-01 143.47253098547702
1998-12-01 143.50300110589800
1999-01-01 143.48714809163200
1999-02-01 143.89120045867600
1999-03-01 144.34840207022700
1999-04-01 144.50592679410300
1999-05-01 145.00071872143300
1999-06-01 145.69497232544300
1999-07-01 145.13789998039800
1999-08-01 144.29294522245100
1999-09-01 145.28883677909500
1999-10-01 146.07425282632900
1999-11-01 146.62603264526300
1999-12-01 147.07475619293300
2000-01-01 147.90467804642300
2000-02-01 148.11045650319900
2000-03-01 147.98973354918600
2000-04-01 148.07262733460600
2000-05-01 148.18090313032300
2000-06-01 148.21253372155599
2000-07-01 149.02339193504700
2000-08-01 149.85894970137600
2000-09-01 150.32779491423500
2000-10-01 150.65193276965000
2000-11-01 150.69301846053100
2000-12-01 150.67452121334400
2001-01-01 150.94810432412300
2001-02-01 151.17328271484300
2001-03-01 151.21797091626100
2001-04-01 151.31331091492200
2001-05-01 151.43343603225500
2001-06-01 152.20081526038600
2001-07-01 151.70263828799102
2001-08-01 151.87524617001600
2001-09-01 151.49842369104700
2001-10-01 150.70882008124500
2001-11-01 150.99157400507100
2001-12-01 151.11444109286398
2002-01-01 150.99646509683902
2002-02-01 151.40834964311200
2002-03-01 151.98008260871300
2002-04-01 152.36409621063300
2002-05-01 152.64463321533200
2002-06-01 153.44307436005100
2002-07-01 152.43353708992000
2002-08-01 152.44766763102900
2002-09-01 152.81561128437800
2002-10-01 152.96236606267400
2002-11-01 153.09112320082400
2002-12-01 153.22528288489400
2003-01-01 156.15690687594200
2003-02-01 155.76557334192400
2003-03-01 155.42023628583900
2003-04-01 154.50882365973900
2003-05-01 154.04140708675700
2003-06-01 153.82774527148500
2003-07-01 153.92666181728700
2003-08-01 153.48744928510200
2003-09-01 153.50477721120700
2003-10-01 153.19524208186700
2003-11-01 153.25398377346900
2003-12-01 153.48471896804898
2004-01-01 153.59945032773200
2004-02-01 153.63122789165600
2004-03-01 154.14402822395700
2004-04-01 154.57088125059700
2004-05-01 154.78637572054500
2004-06-01 154.63369315531700
2004-07-01 155.48617057813500
2004-08-01 155.42737415437600
2004-09-01 155.24933645104000
2004-10-01 155.43123898787900
2004-11-01 155.69389303169000
2004-12-01 155.73067745794000
2005-01-01 155.05373139864300
2005-02-01 155.72583936597098
2005-03-01 155.86108286488900
2005-04-01 156.32834916922900
2005-05-01 156.92822679568600
2005-06-01 157.30647847095000
2005-07-01 157.81759516933800
2005-08-01 158.71702086270600
2005-09-01 159.50376369507000
2005-10-01 159.61972017516300
2005-11-01 160.28125398879500
2005-12-01 160.80269120426800
2006-01-01 161.32913994690000
2006-02-01 161.78289964676800
2006-03-01 162.03386778491700
2006-04-01 162.44063105253701
2006-05-01 162.81928037757300
2006-06-01 163.27416273517000
2006-07-01 163.79088715115600
2006-08-01 163.82604562262600
2006-09-01 164.29077595753900
2006-10-01 164.90041375681500
2006-11-01 164.79465465086900
2006-12-01 165.07996004333300
2007-01-01 165.85097615991200
2007-02-01 166.27165184495502
2007-03-01 166.90379443512302
2007-04-01 167.16084582461200
2007-05-01 167.20556198550500
2007-06-01 167.77351182309700
2007-07-01 167.81838417955998
2007-08-01 168.15567383335600
2007-09-01 167.81509857991000
2007-10-01 168.93539680846200
2007-11-01 169.19623525845600
2007-12-01 169.49238862292300
2008-01-01 168.84417433019300
2008-02-01 169.78453916667600
2008-03-01 169.82846045762600
2008-04-01 170.98663888679100
2008-05-01 171.15101150355800
2008-06-01 171.13370130875700
2008-07-01 171.66975024807300
2008-08-01 172.22902009236400
2008-09-01 172.97116340240300
2008-10-01 173.11960470763200
2008-11-01 173.69581272917000
2008-12-01 174.05203262342098
2009-01-01 174.31894446462200
2009-02-01 174.75918666477799
2009-03-01 174.27846061869400
2009-04-01 174.01786489820500
2009-05-01 173.98974853873298
2009-06-01 174.00743785634300
2009-07-01 173.93588891146400
2009-08-01 173.43721846940602
2009-09-01 173.18083182136903
2009-10-01 173.40610812299198
2009-11-01 173.40652087001500
2009-12-01 173.27523345719700
2010-01-01 173.82921490663700
2010-02-01 173.85895938103198
2010-03-01 174.62018574723498
2010-04-01 174.70408806793500
2010-05-01 176.65588979095400
2010-06-01 176.21921393008202
2010-07-01 176.56513724657700
2010-08-01 177.33584816852903
2010-09-01 177.30784250001702
2010-10-01 178.17875006123200
2010-11-01 178.50468663251200
2010-12-01 179.00013988624100
2011-01-01 179.23412119588198
2011-02-01 179.05100183326198
2011-03-01 179.38448523803700
2011-04-01 179.49681859193402
2011-05-01 179.19551807034900
2011-06-01 178.73133267451098
2011-07-01 179.51402953581100
2011-08-01 179.53976890231400
2011-09-01 179.70879630468897
2011-10-01 179.19733015765800
2011-11-01 179.28727158327900
2011-12-01 179.63494516495200
2012-01-01 179.90998989944697
2012-02-01 180.60151270025102
2012-03-01 180.64227446313203
2012-04-01 181.14172968927898
2012-05-01 181.37455078548100
2012-06-01 181.63164755227000
2012-07-01 181.70892732331700
2012-08-01 182.00208101962897
2012-09-01 182.02595470226600
2012-10-01 182.30135056395100
2012-11-01 182.36448537223498
2012-12-01 182.64498088002400
2013-01-01 181.91611201868000
2013-02-01 182.47620652089200
2013-03-01 182.58953701293900
2013-04-01 182.14813077955100
2013-05-01 182.21807071173902
2013-06-01 182.43057448612302
2013-07-01 181.82964830647498
2013-08-01 182.39250018336000
2013-09-01 182.98190913723000
2013-10-01 182.84642054231603
2013-11-01 183.39555528711603
2013-12-01 183.01819975011003
2014-01-01 183.79309094324500
2014-02-01 183.79140273864200
2014-03-01 184.32137616819400
2014-04-01 184.56047577468700
2014-05-01 184.80268961695900
2014-06-01 185.11843744751700
2014-07-01 185.50294571726002
2014-08-01 185.87488651189500
2014-09-01 186.22912451112597
2014-10-01 186.78725415606200
2014-11-01 186.72654222155800
2014-12-01 186.85777542188100
2015-01-01 186.75948274075300
2015-02-01 187.17982767679797
2015-03-01 187.16630103592500
2015-04-01 187.88223345654700
2015-05-01 188.36657731717500
2015-06-01 188.27325988787700
2015-07-01 188.50537240083700
2015-08-01 188.67681054681000
2015-09-01 188.91684306369498
2015-10-01 189.76331236761902
2015-11-01 190.21925214843498
2015-12-01 190.69330009166200
2016-01-01 191.01340941562000
2016-02-01 191.34244240911800
2016-03-01 191.93981503393700
2016-04-01 193.25839178321400
2016-05-01 193.27345439558800
2016-06-01 192.79752738970000
2016-07-01 193.88110930999100
2016-08-01 194.38320630075200
2016-09-01 195.35810752857700
2016-10-01 195.07127500331300
2016-11-01 195.54482511468700
2016-12-01 196.04264297603402
2017-01-01 198.35019778177798
2017-02-01 198.12519543961300
2017-03-01 198.64893488347900
2017-04-01 199.07733669158400
2017-05-01 199.28859849923700
2017-06-01 200.41836872635398
2017-07-01 200.93188586672100
2017-08-01 201.46243466481200
2017-09-01 202.39734500711600
2017-10-01 202.35273989624100
2017-11-01 203.38796372128400
2017-12-01 204.20989244102100
2018-01-01 204.35858626013302
2018-02-01 205.46387760265998
2018-03-01 206.06945250726102
2018-04-01 206.74229930245602
2018-05-01 207.39239526972200
2018-06-01 208.46507962667500
2018-07-01 209.18193377415600
2018-08-01 210.02245309320801
2018-09-01 210.56745022065900
2018-10-01 211.40750163767200
2018-11-01 211.94856361649700
2018-12-01 212.35814147958900
2019-01-01 212.97145791875500
2019-02-01 212.93488539680598
2019-03-01 213.99504230379800
2019-04-01 214.59062334012000
2019-05-01 215.16056904965200
2019-06-01 215.62039507216300
2019-07-01 215.91367384984198
2019-08-01 216.37332222151700
2019-09-01 215.78464021115502
2019-10-01 216.62990985857300
2019-11-01 217.23851054186600
2019-12-01 217.43302165858898
2020-01-01 218.17005193035303
2020-02-01 218.14291777935000
2020-03-01 217.40645482059398
2020-04-01 196.98506967424598
2020-05-01 198.36498288306302
2020-06-01 202.15785870633300
2020-07-01 203.05267424797300
2020-08-01 203.98865814258300
2020-09-01 204.99207206916802
2020-10-01 205.64768472713502
2020-11-01 206.04578907715100
2020-12-01 206.82073934766498
2021-01-01 207.07224511048300
2021-02-01 207.90938750785600
2021-03-01 208.53321478357103
2021-04-01 208.87705602667597
2021-05-01 208.63354578648400
2021-06-01 208.52431156700501
2021-07-01 208.70047361626400
2021-08-01 208.75666858646198
2021-09-01 208.66194832060300
2021-10-01 210.44526707639100
2021-11-01 210.92489574462700
2021-12-01 211.91640996131500
2022-01-01 211.94384832353902
2022-02-01 213.39394645307900
2022-03-01 214.61767035342400
2022-04-01 215.97918508916000
2022-05-01 216.71882390201802
2022-06-01 216.12765252859500
2022-07-01 219.46699969832600
2022-08-01 219.63466280789400
2022-09-01 220.99518117406200
2022-10-01 221.13453932988202
2022-11-01 221.85658236403600
2022-12-01 222.74159500861100
2023-01-01 224.37852686549800
2023-02-01 225.13792069005700
2023-03-01 225.82952080220798
2023-04-01 226.99199586144600
2023-05-01 227.70854341191700
2023-06-01 228.73869780610500
2023-07-01 230.14371053587900
2023-08-01 230.72809736836498
2023-09-01 231.54234986507703
2023-10-01 232.62942419267398
2023-11-01 234.10049780458303
2023-12-01 234.59515667034500
2024-01-01 235.60788321649503
2024-02-01 236.97593153935200
2024-03-01 238.14918824355800
2024-04-01 238.85977392806000
2024-05-01 240.34516294256400
2024-06-01 241.71490140464100
2024-07-01 242.23575150588798
2024-08-01 243.59352016204200

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