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 2026-05-01 |
| Last Updated | 2026-06-24 10:01 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 | 121.197323454524 |
| 1990-02-01 | 121.813771988201 |
| 1990-03-01 | 122.520510536371 |
| 1990-04-01 | 120.972638683736 |
| 1990-05-01 | 122.248257314942 |
| 1990-06-01 | 122.883513351010 |
| 1990-07-01 | 123.446388944407 |
| 1990-08-01 | 123.509711379672 |
| 1990-09-01 | 123.705603854397 |
| 1990-10-01 | 123.619719872714 |
| 1990-11-01 | 124.414452798146 |
| 1990-12-01 | 124.353552545128 |
| 1991-01-01 | 126.597506911855 |
| 1991-02-01 | 126.933373487793 |
| 1991-03-01 | 127.523930820311 |
| 1991-04-01 | 127.765376073211 |
| 1991-05-01 | 127.625880487069 |
| 1991-06-01 | 128.424075193910 |
| 1991-07-01 | 129.191596493200 |
| 1991-08-01 | 129.745214374052 |
| 1991-09-01 | 130.695919596921 |
| 1991-10-01 | 130.039831238287 |
| 1991-11-01 | 130.164791950148 |
| 1991-12-01 | 131.025097767154 |
| 1992-01-01 | 132.104495264037 |
| 1992-02-01 | 132.368489893646 |
| 1992-03-01 | 132.822313800399 |
| 1992-04-01 | 134.086936360700 |
| 1992-05-01 | 134.671427438104 |
| 1992-06-01 | 134.803458413570 |
| 1992-07-01 | 134.673410241565 |
| 1992-08-01 | 134.929709115460 |
| 1992-09-01 | 135.072246028028 |
| 1992-10-01 | 135.469234402228 |
| 1992-11-01 | 135.692797796170 |
| 1992-12-01 | 136.085000156888 |
| 1993-01-01 | 136.447717010489 |
| 1993-02-01 | 136.188816035263 |
| 1993-03-01 | 136.043787293982 |
| 1993-04-01 | 135.408491148411 |
| 1993-05-01 | 135.712502723074 |
| 1993-06-01 | 135.904999044013 |
| 1993-07-01 | 135.940424708998 |
| 1993-08-01 | 136.340599028626 |
| 1993-09-01 | 135.752080352785 |
| 1993-10-01 | 136.993543356703 |
| 1993-11-01 | 136.863944229901 |
| 1993-12-01 | 137.647105217605 |
| 1994-01-01 | 137.230751983697 |
| 1994-02-01 | 136.885642058832 |
| 1994-03-01 | 136.941354908094 |
| 1994-04-01 | 137.456348428601 |
| 1994-05-01 | 137.705232268777 |
| 1994-06-01 | 137.605903858360 |
| 1994-07-01 | 137.652901013780 |
| 1994-08-01 | 138.047678105357 |
| 1994-09-01 | 138.442669846966 |
| 1994-10-01 | 138.257507171662 |
| 1994-11-01 | 138.114815691091 |
| 1994-12-01 | 137.768842370708 |
| 1995-01-01 | 138.157824620382 |
| 1995-02-01 | 138.783357097002 |
| 1995-03-01 | 139.373425502131 |
| 1995-04-01 | 136.984092278898 |
| 1995-05-01 | 138.029142591792 |
| 1995-06-01 | 137.867308255872 |
| 1995-07-01 | 137.206017429630 |
| 1995-08-01 | 137.908687697698 |
| 1995-09-01 | 139.256210002105 |
| 1995-10-01 | 139.137914358398 |
| 1995-11-01 | 139.133722104816 |
| 1995-12-01 | 139.367619678914 |
| 1996-01-01 | 137.691064130665 |
| 1996-02-01 | 138.579252069598 |
| 1996-03-01 | 139.486068772408 |
| 1996-04-01 | 139.448364686239 |
| 1996-05-01 | 139.067929670015 |
| 1996-06-01 | 139.463350764282 |
| 1996-07-01 | 140.319973510786 |
| 1996-08-01 | 140.738108753123 |
| 1996-09-01 | 141.305322342249 |
| 1996-10-01 | 142.087692775428 |
| 1996-11-01 | 142.892402687208 |
| 1996-12-01 | 142.928514746339 |
| 1997-01-01 | 140.677188271818 |
| 1997-02-01 | 140.779756036177 |
| 1997-03-01 | 140.941344420026 |
| 1997-04-01 | 141.222679178752 |
| 1997-05-01 | 140.803274913801 |
| 1997-06-01 | 141.712264694141 |
| 1997-07-01 | 142.448425102362 |
| 1997-08-01 | 142.700673018822 |
| 1997-09-01 | 143.074207834908 |
| 1997-10-01 | 142.690893368947 |
| 1997-11-01 | 142.934972519312 |
| 1997-12-01 | 143.803605349180 |
| 1998-01-01 | 143.191483558262 |
| 1998-02-01 | 143.382888001197 |
| 1998-03-01 | 143.592921303826 |
| 1998-04-01 | 143.990064611429 |
| 1998-05-01 | 144.141238943530 |
| 1998-06-01 | 143.983446450347 |
| 1998-07-01 | 143.685542085227 |
| 1998-08-01 | 143.516434597489 |
| 1998-09-01 | 143.198632667976 |
| 1998-10-01 | 143.311226668397 |
| 1998-11-01 | 143.582141137677 |
| 1998-12-01 | 143.982623754507 |
| 1999-01-01 | 143.451726983973 |
| 1999-02-01 | 143.803377547666 |
| 1999-03-01 | 144.145260560747 |
| 1999-04-01 | 144.365447712625 |
| 1999-05-01 | 144.952961309300 |
| 1999-06-01 | 145.620556824480 |
| 1999-07-01 | 145.151488594651 |
| 1999-08-01 | 144.417386204104 |
| 1999-09-01 | 145.370073004279 |
| 1999-10-01 | 146.117294385287 |
| 1999-11-01 | 146.764366150890 |
| 1999-12-01 | 147.293944817717 |
| 2000-01-01 | 147.915254641757 |
| 2000-02-01 | 148.062408271895 |
| 2000-03-01 | 147.858264511349 |
| 2000-04-01 | 147.971951788680 |
| 2000-05-01 | 148.167828836857 |
| 2000-06-01 | 148.136875001568 |
| 2000-07-01 | 148.984781252499 |
| 2000-08-01 | 149.943775071328 |
| 2000-09-01 | 150.298345976835 |
| 2000-10-01 | 150.813454552666 |
| 2000-11-01 | 150.694890627215 |
| 2000-12-01 | 150.645212271396 |
| 2001-01-01 | 150.955363436924 |
| 2001-02-01 | 151.249586747219 |
| 2001-03-01 | 151.264096703106 |
| 2001-04-01 | 151.218627175376 |
| 2001-05-01 | 151.398992507310 |
| 2001-06-01 | 152.092027917074 |
| 2001-07-01 | 151.694620608830 |
| 2001-08-01 | 152.043530121118 |
| 2001-09-01 | 151.514534646900 |
| 2001-10-01 | 150.802733716202 |
| 2001-11-01 | 150.929780691671 |
| 2001-12-01 | 151.161570302358 |
| 2002-01-01 | 150.881242817014 |
| 2002-02-01 | 151.458742696314 |
| 2002-03-01 | 151.984248817467 |
| 2002-04-01 | 152.317666572229 |
| 2002-05-01 | 152.634769564668 |
| 2002-06-01 | 153.361033359058 |
| 2002-07-01 | 152.469234907707 |
| 2002-08-01 | 152.432649879920 |
| 2002-09-01 | 152.922542668342 |
| 2002-10-01 | 152.902603954908 |
| 2002-11-01 | 153.039971257872 |
| 2002-12-01 | 153.200347953804 |
| 2003-01-01 | 156.155860386106 |
| 2003-02-01 | 155.588243998676 |
| 2003-03-01 | 155.447296141413 |
| 2003-04-01 | 154.548764375338 |
| 2003-05-01 | 153.927118898343 |
| 2003-06-01 | 153.851416422167 |
| 2003-07-01 | 154.136686252915 |
| 2003-08-01 | 153.546050394055 |
| 2003-09-01 | 153.487512880201 |
| 2003-10-01 | 153.161551970802 |
| 2003-11-01 | 153.235806365808 |
| 2003-12-01 | 153.606992997766 |
| 2004-01-01 | 153.596306523110 |
| 2004-02-01 | 153.555536945391 |
| 2004-03-01 | 154.103422310109 |
| 2004-04-01 | 154.433927675594 |
| 2004-05-01 | 154.800268714254 |
| 2004-06-01 | 154.634994133326 |
| 2004-07-01 | 155.610781007089 |
| 2004-08-01 | 155.499302537541 |
| 2004-09-01 | 155.214654154218 |
| 2004-10-01 | 155.390085705786 |
| 2004-11-01 | 155.714872688069 |
| 2004-12-01 | 155.837923890784 |
| 2005-01-01 | 155.051272858413 |
| 2005-02-01 | 155.686061446903 |
| 2005-03-01 | 155.773123709115 |
| 2005-04-01 | 156.284541876121 |
| 2005-05-01 | 156.923321332176 |
| 2005-06-01 | 157.332129388059 |
| 2005-07-01 | 157.933594653148 |
| 2005-08-01 | 158.788713217367 |
| 2005-09-01 | 159.494430208641 |
| 2005-10-01 | 159.688035433065 |
| 2005-11-01 | 160.390634679007 |
| 2005-12-01 | 160.687308242733 |
| 2006-01-01 | 161.309347502937 |
| 2006-02-01 | 161.866382896292 |
| 2006-03-01 | 162.024366663230 |
| 2006-04-01 | 162.548562637287 |
| 2006-05-01 | 162.728575161962 |
| 2006-06-01 | 163.305245943374 |
| 2006-07-01 | 163.882888203047 |
| 2006-08-01 | 163.924366874400 |
| 2006-09-01 | 164.302616539466 |
| 2006-10-01 | 164.900455931745 |
| 2006-11-01 | 164.781367562291 |
| 2006-12-01 | 165.043403397731 |
| 2007-01-01 | 165.750586651446 |
| 2007-02-01 | 166.205980508951 |
| 2007-03-01 | 166.804217900130 |
| 2007-04-01 | 167.192141259320 |
| 2007-05-01 | 167.298708003183 |
| 2007-06-01 | 167.898196133135 |
| 2007-07-01 | 167.886855361825 |
| 2007-08-01 | 168.096741258325 |
| 2007-09-01 | 167.840842041727 |
| 2007-10-01 | 168.926515843877 |
| 2007-11-01 | 169.203988913381 |
| 2007-12-01 | 169.469000028928 |
| 2008-01-01 | 168.837795236774 |
| 2008-02-01 | 169.848341386562 |
| 2008-03-01 | 169.700504232825 |
| 2008-04-01 | 171.015812145056 |
| 2008-05-01 | 171.201628571360 |
| 2008-06-01 | 171.240806861758 |
| 2008-07-01 | 171.618103669311 |
| 2008-08-01 | 172.170886023908 |
| 2008-09-01 | 172.866373032428 |
| 2008-10-01 | 173.095162520940 |
| 2008-11-01 | 173.627974884110 |
| 2008-12-01 | 174.028799514884 |
| 2009-01-01 | 174.338377888765 |
| 2009-02-01 | 174.705922835097 |
| 2009-03-01 | 174.283333712934 |
| 2009-04-01 | 174.021069118779 |
| 2009-05-01 | 174.011594578957 |
| 2009-06-01 | 173.934121269495 |
| 2009-07-01 | 173.903297461737 |
| 2009-08-01 | 173.424071979775 |
| 2009-09-01 | 173.144016282067 |
| 2009-10-01 | 173.372506711242 |
| 2009-11-01 | 173.429243125850 |
| 2009-12-01 | 173.218495342681 |
| 2010-01-01 | 173.876321986204 |
| 2010-02-01 | 173.842621569229 |
| 2010-03-01 | 174.665636592160 |
| 2010-04-01 | 174.836594809762 |
| 2010-05-01 | 176.673085025860 |
| 2010-06-01 | 176.246075018718 |
| 2010-07-01 | 176.608065013825 |
| 2010-08-01 | 177.389954260880 |
| 2010-09-01 | 177.256900725201 |
| 2010-10-01 | 178.137747751006 |
| 2010-11-01 | 178.347694640712 |
| 2010-12-01 | 178.992124109156 |
| 2011-01-01 | 179.365309650304 |
| 2011-02-01 | 179.028924458971 |
| 2011-03-01 | 179.385707845864 |
| 2011-04-01 | 179.573034324409 |
| 2011-05-01 | 179.149909417656 |
| 2011-06-01 | 178.852355631527 |
| 2011-07-01 | 179.532932310307 |
| 2011-08-01 | 179.570885788409 |
| 2011-09-01 | 179.638109212062 |
| 2011-10-01 | 179.114533941346 |
| 2011-11-01 | 179.222970618674 |
| 2011-12-01 | 179.650741715820 |
| 2012-01-01 | 179.906406980217 |
| 2012-02-01 | 180.611714374018 |
| 2012-03-01 | 180.672404546103 |
| 2012-04-01 | 181.205366525927 |
| 2012-05-01 | 181.334141205742 |
| 2012-06-01 | 181.651835978913 |
| 2012-07-01 | 181.649984068582 |
| 2012-08-01 | 181.881896524757 |
| 2012-09-01 | 182.104869186512 |
| 2012-10-01 | 182.240817369526 |
| 2012-11-01 | 182.341159222876 |
| 2012-12-01 | 182.700974271652 |
| 2013-01-01 | 181.987736067495 |
| 2013-02-01 | 182.501144258344 |
| 2013-03-01 | 182.635998898555 |
| 2013-04-01 | 182.063287494646 |
| 2013-05-01 | 182.076925285276 |
| 2013-06-01 | 182.451389037624 |
| 2013-07-01 | 181.860385456867 |
| 2013-08-01 | 182.386627491165 |
| 2013-09-01 | 183.076839907088 |
| 2013-10-01 | 182.728075676273 |
| 2013-11-01 | 183.468272458552 |
| 2013-12-01 | 183.042023916612 |
| 2014-01-01 | 183.778674865081 |
| 2014-02-01 | 183.662832578391 |
| 2014-03-01 | 184.334862733186 |
| 2014-04-01 | 184.566353870012 |
| 2014-05-01 | 184.953495413095 |
| 2014-06-01 | 185.109744135914 |
| 2014-07-01 | 185.519473390656 |
| 2014-08-01 | 185.877128367841 |
| 2014-09-01 | 186.149986935416 |
| 2014-10-01 | 186.838778458198 |
| 2014-11-01 | 186.785089517769 |
| 2014-12-01 | 186.896711492925 |
| 2015-01-01 | 186.747742184553 |
| 2015-02-01 | 187.244647258430 |
| 2015-03-01 | 187.028023233007 |
| 2015-04-01 | 187.912538096046 |
| 2015-05-01 | 188.364848108362 |
| 2015-06-01 | 188.262232182113 |
| 2015-07-01 | 188.439464488669 |
| 2015-08-01 | 188.589918325310 |
| 2015-09-01 | 188.840721349110 |
| 2015-10-01 | 189.850154770950 |
| 2015-11-01 | 190.252448797314 |
| 2015-12-01 | 190.741037623565 |
| 2016-01-01 | 190.993954918403 |
| 2016-02-01 | 191.236060885040 |
| 2016-03-01 | 191.918126738889 |
| 2016-04-01 | 193.163314282005 |
| 2016-05-01 | 193.323165565892 |
| 2016-06-01 | 192.733710746733 |
| 2016-07-01 | 193.917200252982 |
| 2016-08-01 | 194.249672980249 |
| 2016-09-01 | 195.448841626766 |
| 2016-10-01 | 195.097920501762 |
| 2016-11-01 | 195.422870482569 |
| 2016-12-01 | 195.992758004197 |
| 2017-01-01 | 198.217526537075 |
| 2017-02-01 | 198.137172298301 |
| 2017-03-01 | 198.587903465165 |
| 2017-04-01 | 199.035139610689 |
| 2017-05-01 | 199.178295838582 |
| 2017-06-01 | 200.543238541918 |
| 2017-07-01 | 200.881988116810 |
| 2017-08-01 | 201.591353021075 |
| 2017-09-01 | 202.440178552302 |
| 2017-10-01 | 202.231904335212 |
| 2017-11-01 | 203.420831888305 |
| 2017-12-01 | 204.150896769540 |
| 2018-01-01 | 204.338158521096 |
| 2018-02-01 | 205.539416666429 |
| 2018-03-01 | 206.000102850655 |
| 2018-04-01 | 206.579579625892 |
| 2018-05-01 | 207.248482621328 |
| 2018-06-01 | 208.489357473315 |
| 2018-07-01 | 209.239985024762 |
| 2018-08-01 | 210.147573698889 |
| 2018-09-01 | 210.750370144660 |
| 2018-10-01 | 211.369551870263 |
| 2018-11-01 | 211.890369174539 |
| 2018-12-01 | 212.338990428795 |
| 2019-01-01 | 212.971187800177 |
| 2019-02-01 | 212.965463016061 |
| 2019-03-01 | 213.879011147241 |
| 2019-04-01 | 214.375088494795 |
| 2019-05-01 | 215.068151822582 |
| 2019-06-01 | 215.497945926180 |
| 2019-07-01 | 215.790518507394 |
| 2019-08-01 | 216.630239221675 |
| 2019-09-01 | 215.941260328353 |
| 2019-10-01 | 216.705192132446 |
| 2019-11-01 | 217.310674714758 |
| 2019-12-01 | 217.452329190098 |
| 2020-01-01 | 218.115302880821 |
| 2020-02-01 | 218.095484111748 |
| 2020-03-01 | 217.241155991004 |
| 2020-04-01 | 196.755373172919 |
| 2020-05-01 | 198.375913319520 |
| 2020-06-01 | 202.170287826574 |
| 2020-07-01 | 203.041004615709 |
| 2020-08-01 | 203.910344860337 |
| 2020-09-01 | 205.150773716837 |
| 2020-10-01 | 205.927605095525 |
| 2020-11-01 | 206.170617794494 |
| 2020-12-01 | 206.704559408215 |
| 2021-01-01 | 207.015400635155 |
| 2021-02-01 | 207.863410437144 |
| 2021-03-01 | 208.459089480837 |
| 2021-04-01 | 208.762804512764 |
| 2021-05-01 | 208.503633946049 |
| 2021-06-01 | 208.439750785501 |
| 2021-07-01 | 208.803089184737 |
| 2021-08-01 | 208.959570167806 |
| 2021-09-01 | 208.956566659456 |
| 2021-10-01 | 210.601804558157 |
| 2021-11-01 | 210.946581471503 |
| 2021-12-01 | 211.589386781383 |
| 2022-01-01 | 211.652846639680 |
| 2022-02-01 | 213.333329293410 |
| 2022-03-01 | 214.542990158241 |
| 2022-04-01 | 215.832409988133 |
| 2022-05-01 | 216.795671280446 |
| 2022-06-01 | 216.375132782070 |
| 2022-07-01 | 219.679289466939 |
| 2022-08-01 | 219.725255021794 |
| 2022-09-01 | 221.418494906724 |
| 2022-10-01 | 221.444554674141 |
| 2022-11-01 | 222.095286355058 |
| 2022-12-01 | 222.101675072739 |
| 2023-01-01 | 223.989039861609 |
| 2023-02-01 | 224.962533869762 |
| 2023-03-01 | 225.729349988516 |
| 2023-04-01 | 227.234091431562 |
| 2023-05-01 | 228.310770529488 |
| 2023-06-01 | 229.986740902973 |
| 2023-07-01 | 231.814484806179 |
| 2023-08-01 | 232.396310759632 |
| 2023-09-01 | 233.560903602509 |
| 2023-10-01 | 234.509359764900 |
| 2023-11-01 | 235.729000214804 |
| 2023-12-01 | 236.977247756111 |
| 2024-01-01 | 237.860995336860 |
| 2024-02-01 | 239.087673529586 |
| 2024-03-01 | 240.433822777673 |
| 2024-04-01 | 241.052928793900 |
| 2024-05-01 | 242.654074822926 |
| 2024-06-01 | 243.809981148603 |
| 2024-07-01 | 243.854488110954 |
| 2024-08-01 | 244.954464800268 |
| 2024-09-01 | 245.652387452061 |
| 2024-10-01 | 245.753540736731 |
| 2024-11-01 | 247.620685033472 |
| 2024-12-01 | 248.352684177281 |
| 2025-01-01 | 249.385882531371 |
| 2025-02-01 | 250.196382697419 |
| 2025-03-01 | 251.178992877645 |
| 2025-04-01 | 251.246289808631 |
| 2025-05-01 | 251.071610055431 |
| 2025-06-01 | 251.341298475096 |
| 2025-07-01 | 252.135091962482 |
| 2025-08-01 | 252.902967882238 |
| 2025-09-01 | 253.408300353148 |
| 2025-10-01 | 253.937789983188 |
| 2025-11-01 | 254.498911864752 |
| 2025-12-01 | 255.273007473364 |
| 2026-01-01 | 256.309703451590 |
| 2026-02-01 | 255.827956824744 |
| 2026-03-01 | 255.736438182601 |
| 2026-04-01 | 256.639791768243 |
| 2026-05-01 | 257.104712635609 |