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 2026-04-01 |
| Last Updated | 2026-05-26 1:06 PM 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 | 121.199168227241 |
| 1990-02-01 | 121.814650903294 |
| 1990-03-01 | 122.520654444597 |
| 1990-04-01 | 120.972906351993 |
| 1990-05-01 | 122.248406063658 |
| 1990-06-01 | 122.883463221271 |
| 1990-07-01 | 123.446178876529 |
| 1990-08-01 | 123.509392111173 |
| 1990-09-01 | 123.705307629424 |
| 1990-10-01 | 123.619168677093 |
| 1990-11-01 | 124.414090459655 |
| 1990-12-01 | 124.352173503745 |
| 1991-01-01 | 126.599252904503 |
| 1991-02-01 | 126.934217291216 |
| 1991-03-01 | 127.524084909225 |
| 1991-04-01 | 127.765640064166 |
| 1991-05-01 | 127.626031889252 |
| 1991-06-01 | 128.424042591705 |
| 1991-07-01 | 129.191423178041 |
| 1991-08-01 | 129.744940734673 |
| 1991-09-01 | 130.695657425139 |
| 1991-10-01 | 130.039332434184 |
| 1991-11-01 | 130.164476525600 |
| 1991-12-01 | 131.023720889773 |
| 1992-01-01 | 132.105995571760 |
| 1992-02-01 | 132.369190719349 |
| 1992-03-01 | 132.822444569913 |
| 1992-04-01 | 134.087268087111 |
| 1992-05-01 | 134.671555172001 |
| 1992-06-01 | 134.803490301727 |
| 1992-07-01 | 134.673303914102 |
| 1992-08-01 | 134.929511559905 |
| 1992-09-01 | 135.072030010710 |
| 1992-10-01 | 135.468812351029 |
| 1992-11-01 | 135.692555914720 |
| 1992-12-01 | 136.083707637952 |
| 1993-01-01 | 136.448914016405 |
| 1993-02-01 | 136.189334961751 |
| 1993-03-01 | 136.043797534702 |
| 1993-04-01 | 135.408899437610 |
| 1993-05-01 | 135.712618565077 |
| 1993-06-01 | 135.905106922924 |
| 1993-07-01 | 135.940397269608 |
| 1993-08-01 | 136.340501146370 |
| 1993-09-01 | 135.751907928085 |
| 1993-10-01 | 136.993218310023 |
| 1993-11-01 | 136.863702046335 |
| 1993-12-01 | 137.646024751492 |
| 1994-01-01 | 137.231556878224 |
| 1994-02-01 | 136.885995047059 |
| 1994-03-01 | 136.941280602448 |
| 1994-04-01 | 137.456834667749 |
| 1994-05-01 | 137.705310155261 |
| 1994-06-01 | 137.606088948916 |
| 1994-07-01 | 137.652948493741 |
| 1994-08-01 | 138.047654239846 |
| 1994-09-01 | 138.442521436075 |
| 1994-10-01 | 138.257271932976 |
| 1994-11-01 | 138.114587478274 |
| 1994-12-01 | 137.767862074538 |
| 1995-01-01 | 138.158377714497 |
| 1995-02-01 | 138.783653567858 |
| 1995-03-01 | 139.373297720888 |
| 1995-04-01 | 136.984574510432 |
| 1995-05-01 | 138.029220710754 |
| 1995-06-01 | 137.867529480512 |
| 1995-07-01 | 137.206101516471 |
| 1995-08-01 | 137.908702977438 |
| 1995-09-01 | 139.256078677788 |
| 1995-10-01 | 139.137735149227 |
| 1995-11-01 | 139.133451190429 |
| 1995-12-01 | 139.366743092343 |
| 1996-01-01 | 137.691464362740 |
| 1996-02-01 | 138.579528868817 |
| 1996-03-01 | 139.485968395667 |
| 1996-04-01 | 139.448832449113 |
| 1996-05-01 | 139.067976716077 |
| 1996-06-01 | 139.463574239194 |
| 1996-07-01 | 140.320061630880 |
| 1996-08-01 | 140.738119235781 |
| 1996-09-01 | 141.305206929757 |
| 1996-10-01 | 142.087533783415 |
| 1996-11-01 | 142.892142501129 |
| 1996-12-01 | 142.927688946561 |
| 1997-01-01 | 140.677585076696 |
| 1997-02-01 | 140.780033048791 |
| 1997-03-01 | 140.941266236389 |
| 1997-04-01 | 141.223055532479 |
| 1997-05-01 | 140.803328719263 |
| 1997-06-01 | 141.712427587340 |
| 1997-07-01 | 142.448479581830 |
| 1997-08-01 | 142.700669461516 |
| 1997-09-01 | 143.074120761236 |
| 1997-10-01 | 142.690763340125 |
| 1997-11-01 | 142.934776248554 |
| 1997-12-01 | 143.803006266100 |
| 1998-01-01 | 143.191760249916 |
| 1998-02-01 | 143.383105011971 |
| 1998-03-01 | 143.592913566930 |
| 1998-04-01 | 143.990317059403 |
| 1998-05-01 | 144.141270742351 |
| 1998-06-01 | 143.983542479525 |
| 1998-07-01 | 143.685574933604 |
| 1998-08-01 | 143.516404236994 |
| 1998-09-01 | 143.198590483899 |
| 1998-10-01 | 143.311161516475 |
| 1998-11-01 | 143.582062939701 |
| 1998-12-01 | 143.982183846523 |
| 1999-01-01 | 143.451897679456 |
| 1999-02-01 | 143.803522727992 |
| 1999-03-01 | 144.145300859148 |
| 1999-04-01 | 144.365549234465 |
| 1999-05-01 | 144.952989579953 |
| 1999-06-01 | 145.620588188108 |
| 1999-07-01 | 145.151500376617 |
| 1999-08-01 | 144.417341042231 |
| 1999-09-01 | 145.370080759843 |
| 1999-10-01 | 146.117287726020 |
| 1999-11-01 | 146.764401186021 |
| 1999-12-01 | 147.293719633039 |
| 2000-01-01 | 147.915267492673 |
| 2000-02-01 | 148.062444071278 |
| 2000-03-01 | 147.858305818509 |
| 2000-04-01 | 147.971985959685 |
| 2000-05-01 | 148.167831877157 |
| 2000-06-01 | 148.136891385421 |
| 2000-07-01 | 148.984778211925 |
| 2000-08-01 | 149.943726164096 |
| 2000-09-01 | 150.298393057641 |
| 2000-10-01 | 150.813491384219 |
| 2000-11-01 | 150.694976116509 |
| 2000-12-01 | 150.645137374191 |
| 2001-01-01 | 150.955307428693 |
| 2001-02-01 | 151.249562387970 |
| 2001-03-01 | 151.264081355401 |
| 2001-04-01 | 151.218619378507 |
| 2001-05-01 | 151.398990169870 |
| 2001-06-01 | 152.092045568545 |
| 2001-07-01 | 151.694590298226 |
| 2001-08-01 | 152.043495611556 |
| 2001-09-01 | 151.514598991831 |
| 2001-10-01 | 150.802790253543 |
| 2001-11-01 | 150.929888948471 |
| 2001-12-01 | 151.161639539675 |
| 2002-01-01 | 150.881115097320 |
| 2002-02-01 | 151.458675944949 |
| 2002-03-01 | 151.984197828547 |
| 2002-04-01 | 152.317635301394 |
| 2002-05-01 | 152.634755169558 |
| 2002-06-01 | 153.361067403732 |
| 2002-07-01 | 152.469189199208 |
| 2002-08-01 | 152.432628571090 |
| 2002-09-01 | 152.922615880068 |
| 2002-10-01 | 152.902665465631 |
| 2002-11-01 | 153.040080963049 |
| 2002-12-01 | 153.200483256727 |
| 2003-01-01 | 156.155704710388 |
| 2003-02-01 | 155.588164653785 |
| 2003-03-01 | 155.447227021896 |
| 2003-04-01 | 154.548719634090 |
| 2003-05-01 | 153.927094790022 |
| 2003-06-01 | 153.851461691075 |
| 2003-07-01 | 154.136633046058 |
| 2003-08-01 | 153.546048860118 |
| 2003-09-01 | 153.487577805003 |
| 2003-10-01 | 153.161615744603 |
| 2003-11-01 | 153.235912138607 |
| 2003-12-01 | 153.607131325294 |
| 2004-01-01 | 153.596148920679 |
| 2004-02-01 | 153.555463854964 |
| 2004-03-01 | 154.103355592266 |
| 2004-04-01 | 154.433883555171 |
| 2004-05-01 | 154.800247464108 |
| 2004-06-01 | 154.635044172819 |
| 2004-07-01 | 155.610729825219 |
| 2004-08-01 | 155.499316807415 |
| 2004-09-01 | 155.214708873122 |
| 2004-10-01 | 155.390141118130 |
| 2004-11-01 | 155.714950391047 |
| 2004-12-01 | 155.838020520969 |
| 2005-01-01 | 155.051151414267 |
| 2005-02-01 | 155.686010957606 |
| 2005-03-01 | 155.773067986743 |
| 2005-04-01 | 156.284506413744 |
| 2005-05-01 | 156.923305217003 |
| 2005-06-01 | 157.332176595399 |
| 2005-07-01 | 157.933555470390 |
| 2005-08-01 | 158.788735097016 |
| 2005-09-01 | 159.494466977103 |
| 2005-10-01 | 159.688077054696 |
| 2005-11-01 | 160.390679322375 |
| 2005-12-01 | 160.687361192061 |
| 2006-01-01 | 161.309263870318 |
| 2006-02-01 | 161.866355679368 |
| 2006-03-01 | 162.024328931751 |
| 2006-04-01 | 162.548540683103 |
| 2006-05-01 | 162.728567699264 |
| 2006-06-01 | 163.305279440468 |
| 2006-07-01 | 163.882869851776 |
| 2006-08-01 | 163.924379270462 |
| 2006-09-01 | 164.302642385503 |
| 2006-10-01 | 164.900479410427 |
| 2006-11-01 | 164.781383226169 |
| 2006-12-01 | 165.043411211250 |
| 2007-01-01 | 165.750553998831 |
| 2007-02-01 | 166.205974158736 |
| 2007-03-01 | 166.804195690457 |
| 2007-04-01 | 167.192130732479 |
| 2007-05-01 | 167.298705324891 |
| 2007-06-01 | 167.898211857066 |
| 2007-07-01 | 167.886853927104 |
| 2007-08-01 | 168.096744070618 |
| 2007-09-01 | 167.840855016617 |
| 2007-10-01 | 168.926526280139 |
| 2007-11-01 | 169.203992806247 |
| 2007-12-01 | 169.469002135836 |
| 2008-01-01 | 168.837778117669 |
| 2008-02-01 | 169.848339567925 |
| 2008-03-01 | 169.700494149908 |
| 2008-04-01 | 171.015810981672 |
| 2008-05-01 | 171.201630387916 |
| 2008-06-01 | 171.240809086889 |
| 2008-07-01 | 171.618106047734 |
| 2008-08-01 | 172.170886437754 |
| 2008-09-01 | 172.866379845902 |
| 2008-10-01 | 173.095165641322 |
| 2008-11-01 | 173.627974250307 |
| 2008-12-01 | 174.028799076880 |
| 2009-01-01 | 174.338372670082 |
| 2009-02-01 | 174.705924245845 |
| 2009-03-01 | 174.283327312481 |
| 2009-04-01 | 174.021070993774 |
| 2009-05-01 | 174.011596478895 |
| 2009-06-01 | 173.934120663086 |
| 2009-07-01 | 173.903297889649 |
| 2009-08-01 | 173.424070957297 |
| 2009-09-01 | 173.144018118817 |
| 2009-10-01 | 173.372506972242 |
| 2009-11-01 | 173.429241891096 |
| 2009-12-01 | 173.218494550635 |
| 2010-01-01 | 173.876325681634 |
| 2010-02-01 | 173.842622082242 |
| 2010-03-01 | 174.665634756776 |
| 2010-04-01 | 174.836597577556 |
| 2010-05-01 | 176.673086934793 |
| 2010-06-01 | 176.246073135927 |
| 2010-07-01 | 176.608062484774 |
| 2010-08-01 | 177.389954402029 |
| 2010-09-01 | 177.256892554408 |
| 2010-10-01 | 178.137746657996 |
| 2010-11-01 | 178.347694033580 |
| 2010-12-01 | 178.992122903181 |
| 2011-01-01 | 179.365322761553 |
| 2011-02-01 | 179.028925081355 |
| 2011-03-01 | 179.385712198465 |
| 2011-04-01 | 179.573038347893 |
| 2011-05-01 | 179.149911349818 |
| 2011-06-01 | 178.852352587213 |
| 2011-07-01 | 179.532924453915 |
| 2011-08-01 | 179.570884016855 |
| 2011-09-01 | 179.638087935156 |
| 2011-10-01 | 179.114532408191 |
| 2011-11-01 | 179.222971845682 |
| 2011-12-01 | 179.650743116355 |
| 2012-01-01 | 179.906432675009 |
| 2012-02-01 | 180.611717508512 |
| 2012-03-01 | 180.672416080724 |
| 2012-04-01 | 181.205371048437 |
| 2012-05-01 | 181.334141540315 |
| 2012-06-01 | 181.651828925047 |
| 2012-07-01 | 181.649967182946 |
| 2012-08-01 | 181.881888465880 |
| 2012-09-01 | 182.104832932977 |
| 2012-10-01 | 182.240814626382 |
| 2012-11-01 | 182.341166004298 |
| 2012-12-01 | 182.700987359038 |
| 2013-01-01 | 181.987775244120 |
| 2013-02-01 | 182.501155378755 |
| 2013-03-01 | 182.636014498957 |
| 2013-04-01 | 182.063296663707 |
| 2013-05-01 | 182.076931301821 |
| 2013-06-01 | 182.451346639411 |
| 2013-07-01 | 181.860368799954 |
| 2013-08-01 | 182.386618360342 |
| 2013-09-01 | 183.076776848000 |
| 2013-10-01 | 182.728067095133 |
| 2013-11-01 | 183.468267967628 |
| 2013-12-01 | 183.042093305647 |
| 2014-01-01 | 183.778736698436 |
| 2014-02-01 | 183.662827825211 |
| 2014-03-01 | 184.334869647200 |
| 2014-04-01 | 184.566367091218 |
| 2014-05-01 | 184.953522232507 |
| 2014-06-01 | 185.109707188256 |
| 2014-07-01 | 185.519519551273 |
| 2014-08-01 | 185.877162798487 |
| 2014-09-01 | 186.149879097116 |
| 2014-10-01 | 186.838660031641 |
| 2014-11-01 | 186.784901402026 |
| 2014-12-01 | 186.896641271111 |
| 2015-01-01 | 186.747740333047 |
| 2015-02-01 | 187.244757029787 |
| 2015-03-01 | 187.028309044228 |
| 2015-04-01 | 187.912855456867 |
| 2015-05-01 | 188.365063297368 |
| 2015-06-01 | 188.262195809715 |
| 2015-07-01 | 188.439472997198 |
| 2015-08-01 | 188.589877634622 |
| 2015-09-01 | 188.840439428282 |
| 2015-10-01 | 189.849713299006 |
| 2015-11-01 | 190.251767403573 |
| 2015-12-01 | 190.740481759097 |
| 2016-01-01 | 190.993764092201 |
| 2016-02-01 | 191.236561245108 |
| 2016-03-01 | 191.919290485997 |
| 2016-04-01 | 193.164564430661 |
| 2016-05-01 | 193.323896539610 |
| 2016-06-01 | 192.733665331739 |
| 2016-07-01 | 193.916904595486 |
| 2016-08-01 | 194.249456184503 |
| 2016-09-01 | 195.448166272360 |
| 2016-10-01 | 195.096591396824 |
| 2016-11-01 | 195.421180985028 |
| 2016-12-01 | 195.991443907881 |
| 2017-01-01 | 198.216499692677 |
| 2017-02-01 | 198.136531555135 |
| 2017-03-01 | 198.592414567967 |
| 2017-04-01 | 199.042272316036 |
| 2017-05-01 | 199.177435216768 |
| 2017-06-01 | 200.542160972202 |
| 2017-07-01 | 200.881078996290 |
| 2017-08-01 | 201.590454508639 |
| 2017-09-01 | 202.438298981974 |
| 2017-10-01 | 202.229192614909 |
| 2017-11-01 | 203.417901057658 |
| 2017-12-01 | 204.148745252651 |
| 2018-01-01 | 204.336542320531 |
| 2018-02-01 | 205.538134399685 |
| 2018-03-01 | 206.008856594525 |
| 2018-04-01 | 206.593671614756 |
| 2018-05-01 | 207.246403395518 |
| 2018-06-01 | 208.486901774821 |
| 2018-07-01 | 209.237462624267 |
| 2018-08-01 | 210.145066989243 |
| 2018-09-01 | 210.749655309765 |
| 2018-10-01 | 211.360498025715 |
| 2018-11-01 | 211.887213169215 |
| 2018-12-01 | 212.336941805512 |
| 2019-01-01 | 212.970144964704 |
| 2019-02-01 | 212.963682382848 |
| 2019-03-01 | 213.892805590527 |
| 2019-04-01 | 214.397101469682 |
| 2019-05-01 | 215.064644365286 |
| 2019-06-01 | 215.492865222237 |
| 2019-07-01 | 215.785546955807 |
| 2019-08-01 | 216.627419850951 |
| 2019-09-01 | 215.936478474067 |
| 2019-10-01 | 216.691850276061 |
| 2019-11-01 | 217.308857470511 |
| 2019-12-01 | 217.451815961784 |
| 2020-01-01 | 218.116075901161 |
| 2020-02-01 | 218.096090947511 |
| 2020-03-01 | 217.257813416608 |
| 2020-04-01 | 196.777576484070 |
| 2020-05-01 | 198.374069566887 |
| 2020-06-01 | 202.165263074513 |
| 2020-07-01 | 203.027000003679 |
| 2020-08-01 | 203.908986563489 |
| 2020-09-01 | 205.143605484863 |
| 2020-10-01 | 205.911631127912 |
| 2020-11-01 | 206.170790016953 |
| 2020-12-01 | 206.707270941903 |
| 2021-01-01 | 207.019749957319 |
| 2021-02-01 | 207.867297705365 |
| 2021-03-01 | 208.478149336687 |
| 2021-04-01 | 208.788176188402 |
| 2021-05-01 | 208.502272624615 |
| 2021-06-01 | 208.427521185354 |
| 2021-07-01 | 208.779171616983 |
| 2021-08-01 | 208.958433842568 |
| 2021-09-01 | 208.941395686378 |
| 2021-10-01 | 210.593161857626 |
| 2021-11-01 | 210.947582733733 |
| 2021-12-01 | 211.595976836369 |
| 2022-01-01 | 211.662650663483 |
| 2022-02-01 | 213.343734646214 |
| 2022-03-01 | 214.571794133090 |
| 2022-04-01 | 215.851955131712 |
| 2022-05-01 | 216.793135944105 |
| 2022-06-01 | 216.352701307330 |
| 2022-07-01 | 219.641055733879 |
| 2022-08-01 | 219.720407332864 |
| 2022-09-01 | 221.399204389345 |
| 2022-10-01 | 221.442358966516 |
| 2022-11-01 | 222.097817714617 |
| 2022-12-01 | 222.113837704317 |
| 2023-01-01 | 224.007508175947 |
| 2023-02-01 | 224.985036934235 |
| 2023-03-01 | 225.781501076708 |
| 2023-04-01 | 227.245848468334 |
| 2023-05-01 | 228.292798385221 |
| 2023-06-01 | 229.944187335821 |
| 2023-07-01 | 231.764709669127 |
| 2023-08-01 | 232.383651930375 |
| 2023-09-01 | 233.532985649222 |
| 2023-10-01 | 234.522206740924 |
| 2023-11-01 | 235.735663869399 |
| 2023-12-01 | 236.996989483726 |
| 2024-01-01 | 237.892206688021 |
| 2024-02-01 | 239.128680468418 |
| 2024-03-01 | 240.512368163724 |
| 2024-04-01 | 241.038496391555 |
| 2024-05-01 | 242.626497578260 |
| 2024-06-01 | 243.749097733114 |
| 2024-07-01 | 243.789124518479 |
| 2024-08-01 | 244.932215224483 |
| 2024-09-01 | 245.623581011146 |
| 2024-10-01 | 245.775713693029 |
| 2024-11-01 | 247.631782150453 |
| 2024-12-01 | 248.380048598077 |
| 2025-01-01 | 249.430706544085 |
| 2025-02-01 | 250.256338874479 |
| 2025-03-01 | 251.283566416729 |
| 2025-04-01 | 251.206691877484 |
| 2025-05-01 | 251.033283861810 |
| 2025-06-01 | 251.259621946287 |
| 2025-07-01 | 252.062482023690 |
| 2025-08-01 | 252.870393774975 |
| 2025-09-01 | 253.377978614218 |
| 2025-10-01 | 253.971447497406 |
| 2025-11-01 | 254.514366672318 |
| 2025-12-01 | 255.307445982604 |
| 2026-01-01 | 256.367699560802 |
| 2026-02-01 | 255.903691375126 |
| 2026-03-01 | 255.858281973625 |
| 2026-04-01 | 256.970707285026 |