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 2025-12-01 |
| Last Updated | 2026-01-28 2:13 AM CST |
| 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 | 121.272721065644 |
| 1990-02-01 | 121.900508381640 |
| 1990-03-01 | 122.429485993571 |
| 1990-04-01 | 120.971284371989 |
| 1990-05-01 | 122.299371903056 |
| 1990-06-01 | 122.894634099995 |
| 1990-07-01 | 123.510976952034 |
| 1990-08-01 | 123.516970924640 |
| 1990-09-01 | 123.704161468043 |
| 1990-10-01 | 123.511111134734 |
| 1990-11-01 | 124.359000965772 |
| 1990-12-01 | 124.315847619808 |
| 1991-01-01 | 126.668182504339 |
| 1991-02-01 | 127.016983227116 |
| 1991-03-01 | 127.445096514289 |
| 1991-04-01 | 127.768349106147 |
| 1991-05-01 | 127.676273958761 |
| 1991-06-01 | 128.437356249657 |
| 1991-07-01 | 129.254462807694 |
| 1991-08-01 | 129.754295755789 |
| 1991-09-01 | 130.693639813119 |
| 1991-10-01 | 129.932163169041 |
| 1991-11-01 | 130.105716415051 |
| 1991-12-01 | 130.972885718724 |
| 1992-01-01 | 132.157578326445 |
| 1992-02-01 | 132.434064347445 |
| 1992-03-01 | 132.793697325525 |
| 1992-04-01 | 134.104799133939 |
| 1992-05-01 | 134.712196974091 |
| 1992-06-01 | 134.827202859179 |
| 1992-07-01 | 134.724163483366 |
| 1992-08-01 | 134.940453594722 |
| 1992-09-01 | 135.064739722765 |
| 1992-10-01 | 135.381504831146 |
| 1992-11-01 | 135.617903354765 |
| 1992-12-01 | 135.991985469850 |
| 1993-01-01 | 136.475350483027 |
| 1993-02-01 | 136.263294282323 |
| 1993-03-01 | 136.056993336810 |
| 1993-04-01 | 135.457720011448 |
| 1993-05-01 | 135.748819039019 |
| 1993-06-01 | 135.938837706555 |
| 1993-07-01 | 135.976280075742 |
| 1993-08-01 | 136.348159850408 |
| 1993-09-01 | 135.733918512564 |
| 1993-10-01 | 136.915147927426 |
| 1993-11-01 | 136.791660621880 |
| 1993-12-01 | 137.507881497811 |
| 1994-01-01 | 137.226730824028 |
| 1994-02-01 | 136.973770889748 |
| 1994-03-01 | 136.994210659099 |
| 1994-04-01 | 137.542523385244 |
| 1994-05-01 | 137.731935084529 |
| 1994-06-01 | 137.653221546742 |
| 1994-07-01 | 137.676830207285 |
| 1994-08-01 | 138.048954913186 |
| 1994-09-01 | 138.413156936331 |
| 1994-10-01 | 138.187865063772 |
| 1994-11-01 | 138.050011431199 |
| 1994-12-01 | 137.577372430508 |
| 1995-01-01 | 138.136895178239 |
| 1995-02-01 | 138.903715879290 |
| 1995-03-01 | 139.431282626793 |
| 1995-04-01 | 137.098483685011 |
| 1995-05-01 | 138.057417545348 |
| 1995-06-01 | 137.919557736287 |
| 1995-07-01 | 137.225398479464 |
| 1995-08-01 | 137.901730351857 |
| 1995-09-01 | 139.219126699853 |
| 1995-10-01 | 139.062088892563 |
| 1995-11-01 | 139.093076892491 |
| 1995-12-01 | 139.149832686619 |
| 1996-01-01 | 137.664688537885 |
| 1996-02-01 | 138.702985363624 |
| 1996-03-01 | 139.549198281125 |
| 1996-04-01 | 139.571646760997 |
| 1996-05-01 | 139.088959795406 |
| 1996-06-01 | 139.518148863392 |
| 1996-07-01 | 140.336912580331 |
| 1996-08-01 | 140.727307725689 |
| 1996-09-01 | 141.268860777369 |
| 1996-10-01 | 142.019558898314 |
| 1996-11-01 | 142.863047967247 |
| 1996-12-01 | 142.703829225575 |
| 1997-01-01 | 140.654354705987 |
| 1997-02-01 | 140.901740442080 |
| 1997-03-01 | 140.995411445489 |
| 1997-04-01 | 141.339495557400 |
| 1997-05-01 | 140.822120985984 |
| 1997-06-01 | 141.754948538697 |
| 1997-07-01 | 142.459554563526 |
| 1997-08-01 | 142.688277975352 |
| 1997-09-01 | 143.041383889880 |
| 1997-10-01 | 142.634749849985 |
| 1997-11-01 | 142.928095194550 |
| 1997-12-01 | 143.617379252180 |
| 1998-01-01 | 143.177873928267 |
| 1998-02-01 | 143.472254612654 |
| 1998-03-01 | 143.638856084111 |
| 1998-04-01 | 144.079675311190 |
| 1998-05-01 | 144.150792655017 |
| 1998-06-01 | 144.011070381845 |
| 1998-07-01 | 143.693213167258 |
| 1998-08-01 | 143.507862425648 |
| 1998-09-01 | 143.177181754777 |
| 1998-10-01 | 143.274683900877 |
| 1998-11-01 | 143.586347610839 |
| 1998-12-01 | 143.848268470314 |
| 1999-01-01 | 143.450029284840 |
| 1999-02-01 | 143.856184223610 |
| 1999-03-01 | 144.177271443010 |
| 1999-04-01 | 144.420250877171 |
| 1999-05-01 | 144.961337476136 |
| 1999-06-01 | 145.628601020316 |
| 1999-07-01 | 145.155396687234 |
| 1999-08-01 | 144.414130881397 |
| 1999-09-01 | 145.359090036932 |
| 1999-10-01 | 146.095961361819 |
| 1999-11-01 | 146.773956175609 |
| 1999-12-01 | 147.214349007327 |
| 2000-01-01 | 147.923662900767 |
| 2000-02-01 | 148.080434871879 |
| 2000-03-01 | 147.882037544609 |
| 2000-04-01 | 147.995517374385 |
| 2000-05-01 | 148.173207312190 |
| 2000-06-01 | 148.134615376159 |
| 2000-07-01 | 148.985490274372 |
| 2000-08-01 | 149.947181984394 |
| 2000-09-01 | 150.297234937912 |
| 2000-10-01 | 150.803014741277 |
| 2000-11-01 | 150.694968144408 |
| 2000-12-01 | 150.603520798123 |
| 2001-01-01 | 150.964252260579 |
| 2001-02-01 | 151.261074279731 |
| 2001-03-01 | 151.275646845787 |
| 2001-04-01 | 151.229730852873 |
| 2001-05-01 | 151.407973478485 |
| 2001-06-01 | 152.080088286204 |
| 2001-07-01 | 151.689918438054 |
| 2001-08-01 | 152.050203756915 |
| 2001-09-01 | 151.515868087265 |
| 2001-10-01 | 150.792893194909 |
| 2001-11-01 | 150.928674430833 |
| 2001-12-01 | 151.145333914986 |
| 2002-01-01 | 150.887834237610 |
| 2002-02-01 | 151.467358062602 |
| 2002-03-01 | 151.991486511494 |
| 2002-04-01 | 152.324645196408 |
| 2002-05-01 | 152.640742900483 |
| 2002-06-01 | 153.348557318696 |
| 2002-07-01 | 152.459552658116 |
| 2002-08-01 | 152.440137020113 |
| 2002-09-01 | 152.924693087854 |
| 2002-10-01 | 152.892030322498 |
| 2002-11-01 | 153.037714676474 |
| 2002-12-01 | 153.196528261795 |
| 2003-01-01 | 156.161212326448 |
| 2003-02-01 | 155.596477537153 |
| 2003-03-01 | 155.453405093835 |
| 2003-04-01 | 154.554390821215 |
| 2003-05-01 | 153.931659264940 |
| 2003-06-01 | 153.839421777813 |
| 2003-07-01 | 154.124164254483 |
| 2003-08-01 | 153.551408544713 |
| 2003-09-01 | 153.489948551055 |
| 2003-10-01 | 153.154480133879 |
| 2003-11-01 | 153.234737113996 |
| 2003-12-01 | 153.604658611922 |
| 2004-01-01 | 153.602387880190 |
| 2004-02-01 | 153.563254311078 |
| 2004-03-01 | 154.107917477610 |
| 2004-04-01 | 154.437394781159 |
| 2004-05-01 | 154.802774322354 |
| 2004-06-01 | 154.626517228137 |
| 2004-07-01 | 155.596991844499 |
| 2004-08-01 | 155.502273228915 |
| 2004-09-01 | 155.218284150597 |
| 2004-10-01 | 155.386613997663 |
| 2004-11-01 | 155.714438149727 |
| 2004-12-01 | 155.836868687799 |
| 2005-01-01 | 155.055889092720 |
| 2005-02-01 | 155.692217050964 |
| 2005-03-01 | 155.775972117446 |
| 2005-04-01 | 156.286831875015 |
| 2005-05-01 | 156.925184460551 |
| 2005-06-01 | 157.324549161616 |
| 2005-07-01 | 157.922426245352 |
| 2005-08-01 | 158.789873910767 |
| 2005-09-01 | 159.498416054554 |
| 2005-10-01 | 159.687972218241 |
| 2005-11-01 | 160.390559006397 |
| 2005-12-01 | 160.687052168641 |
| 2006-01-01 | 161.312137882744 |
| 2006-02-01 | 161.870232546662 |
| 2006-03-01 | 162.025749991036 |
| 2006-04-01 | 162.549747870743 |
| 2006-05-01 | 162.729382112651 |
| 2006-06-01 | 163.299816908665 |
| 2006-07-01 | 163.875379566141 |
| 2006-08-01 | 163.924745652687 |
| 2006-09-01 | 164.306728908591 |
| 2006-10-01 | 164.900697575638 |
| 2006-11-01 | 164.781974238026 |
| 2006-12-01 | 165.044173665268 |
| 2007-01-01 | 165.751432048070 |
| 2007-02-01 | 166.207556220224 |
| 2007-03-01 | 166.804507250452 |
| 2007-04-01 | 167.192536701627 |
| 2007-05-01 | 167.298660048777 |
| 2007-06-01 | 167.894799299513 |
| 2007-07-01 | 167.883825141521 |
| 2007-08-01 | 168.096564672254 |
| 2007-09-01 | 167.843892104966 |
| 2007-10-01 | 168.926848007976 |
| 2007-11-01 | 169.204611607357 |
| 2007-12-01 | 169.469457429721 |
| 2008-01-01 | 168.838080863304 |
| 2008-02-01 | 169.848531966070 |
| 2008-03-01 | 169.700247366220 |
| 2008-04-01 | 171.015700221578 |
| 2008-05-01 | 171.201054945456 |
| 2008-06-01 | 171.239953434479 |
| 2008-07-01 | 171.617316080528 |
| 2008-08-01 | 172.170454926328 |
| 2008-09-01 | 172.868277936905 |
| 2008-10-01 | 173.095322107186 |
| 2008-11-01 | 173.628233344810 |
| 2008-12-01 | 174.028902787946 |
| 2009-01-01 | 174.338368544233 |
| 2009-02-01 | 174.705899522285 |
| 2009-03-01 | 174.282855474947 |
| 2009-04-01 | 174.021029779901 |
| 2009-05-01 | 174.011405512132 |
| 2009-06-01 | 173.933876153325 |
| 2009-07-01 | 173.903161046438 |
| 2009-08-01 | 173.424060764383 |
| 2009-09-01 | 173.144731811313 |
| 2009-10-01 | 173.372553461229 |
| 2009-11-01 | 173.429280145151 |
| 2009-12-01 | 173.218435338708 |
| 2010-01-01 | 173.876376379124 |
| 2010-02-01 | 173.842590497407 |
| 2010-03-01 | 174.665357202927 |
| 2010-04-01 | 174.836661908904 |
| 2010-05-01 | 176.673074208840 |
| 2010-06-01 | 176.246008664753 |
| 2010-07-01 | 176.607974471278 |
| 2010-08-01 | 177.389969057711 |
| 2010-09-01 | 177.257085726228 |
| 2010-10-01 | 178.137709905660 |
| 2010-11-01 | 178.347664595063 |
| 2010-12-01 | 178.992042443379 |
| 2011-01-01 | 179.365553423960 |
| 2011-02-01 | 179.028921295871 |
| 2011-03-01 | 179.385665391103 |
| 2011-04-01 | 179.573159892347 |
| 2011-05-01 | 179.149934230832 |
| 2011-06-01 | 178.852294409478 |
| 2011-07-01 | 179.532726261817 |
| 2011-08-01 | 179.570903752837 |
| 2011-09-01 | 179.637849871808 |
| 2011-10-01 | 179.114492059684 |
| 2011-11-01 | 179.222990337528 |
| 2011-12-01 | 179.650706708289 |
| 2012-01-01 | 179.906901854867 |
| 2012-02-01 | 180.611784822017 |
| 2012-03-01 | 180.672575530290 |
| 2012-04-01 | 181.205419337019 |
| 2012-05-01 | 181.334062244118 |
| 2012-06-01 | 181.651713784519 |
| 2012-07-01 | 181.649666357308 |
| 2012-08-01 | 181.881956783013 |
| 2012-09-01 | 182.104346590641 |
| 2012-10-01 | 182.240685932924 |
| 2012-11-01 | 182.341167461717 |
| 2012-12-01 | 182.701047071830 |
| 2013-01-01 | 181.988559263262 |
| 2013-02-01 | 182.501518244703 |
| 2013-03-01 | 182.636292020352 |
| 2013-04-01 | 182.063247137673 |
| 2013-05-01 | 182.076595993562 |
| 2013-06-01 | 182.450736317224 |
| 2013-07-01 | 181.860279464231 |
| 2013-08-01 | 182.386881974109 |
| 2013-09-01 | 183.075978568187 |
| 2013-10-01 | 182.727930454369 |
| 2013-11-01 | 183.468553605261 |
| 2013-12-01 | 183.040926945394 |
| 2014-01-01 | 183.780960036058 |
| 2014-02-01 | 183.663705527587 |
| 2014-03-01 | 184.335769842599 |
| 2014-04-01 | 184.567327130013 |
| 2014-05-01 | 184.949222529106 |
| 2014-06-01 | 185.109563786098 |
| 2014-07-01 | 185.520092490105 |
| 2014-08-01 | 185.877936807290 |
| 2014-09-01 | 186.149294531816 |
| 2014-10-01 | 186.836508199774 |
| 2014-11-01 | 186.786378269797 |
| 2014-12-01 | 186.894944597593 |
| 2015-01-01 | 186.751937586866 |
| 2015-02-01 | 187.246619292969 |
| 2015-03-01 | 187.029984635312 |
| 2015-04-01 | 187.914570910301 |
| 2015-05-01 | 188.356021524411 |
| 2015-06-01 | 188.261897520371 |
| 2015-07-01 | 188.440266744489 |
| 2015-08-01 | 188.590660103315 |
| 2015-09-01 | 188.840004151738 |
| 2015-10-01 | 189.845508882288 |
| 2015-11-01 | 190.255012829622 |
| 2015-12-01 | 190.739333536272 |
| 2016-01-01 | 191.001166659215 |
| 2016-02-01 | 191.240141763285 |
| 2016-03-01 | 191.921806190043 |
| 2016-04-01 | 193.166451359907 |
| 2016-05-01 | 193.308799287187 |
| 2016-06-01 | 192.732369257495 |
| 2016-07-01 | 193.916508199835 |
| 2016-08-01 | 194.249924602243 |
| 2016-09-01 | 195.447578693641 |
| 2016-10-01 | 195.090639619862 |
| 2016-11-01 | 195.426539360115 |
| 2016-12-01 | 195.993001118600 |
| 2017-01-01 | 198.228950322151 |
| 2017-02-01 | 198.147934213468 |
| 2017-03-01 | 198.590414542627 |
| 2017-04-01 | 199.037762173655 |
| 2017-05-01 | 199.164618376865 |
| 2017-06-01 | 200.534127697523 |
| 2017-07-01 | 200.876576893072 |
| 2017-08-01 | 201.590324212722 |
| 2017-09-01 | 202.438446219355 |
| 2017-10-01 | 202.225085911111 |
| 2017-11-01 | 203.426524719375 |
| 2017-12-01 | 204.154225993636 |
| 2018-01-01 | 204.354657600229 |
| 2018-02-01 | 205.557507020479 |
| 2018-03-01 | 206.000950587055 |
| 2018-04-01 | 206.580867991019 |
| 2018-05-01 | 207.234554827911 |
| 2018-06-01 | 208.470617447832 |
| 2018-07-01 | 209.226959095796 |
| 2018-08-01 | 210.142852841785 |
| 2018-09-01 | 210.755445291570 |
| 2018-10-01 | 211.362728063592 |
| 2018-11-01 | 211.899675490793 |
| 2018-12-01 | 212.349187046195 |
| 2019-01-01 | 212.989629907156 |
| 2019-02-01 | 212.991535002516 |
| 2019-03-01 | 213.876422744377 |
| 2019-04-01 | 214.371540743554 |
| 2019-05-01 | 215.056916035522 |
| 2019-06-01 | 215.467719195961 |
| 2019-07-01 | 215.763032351731 |
| 2019-08-01 | 216.615051734873 |
| 2019-09-01 | 215.973839783947 |
| 2019-10-01 | 216.695315878643 |
| 2019-11-01 | 217.315987674427 |
| 2019-12-01 | 217.492601716692 |
| 2020-01-01 | 218.125465484238 |
| 2020-02-01 | 218.118648626016 |
| 2020-03-01 | 217.234941931968 |
| 2020-04-01 | 196.748197700505 |
| 2020-05-01 | 198.365775873416 |
| 2020-06-01 | 202.137991750625 |
| 2020-07-01 | 202.993496454984 |
| 2020-08-01 | 203.888469384751 |
| 2020-09-01 | 205.209361494241 |
| 2020-10-01 | 205.918504661782 |
| 2020-11-01 | 206.175926231857 |
| 2020-12-01 | 206.775544043430 |
| 2021-01-01 | 207.014097976401 |
| 2021-02-01 | 207.878933373204 |
| 2021-03-01 | 208.446434480820 |
| 2021-04-01 | 208.749232920723 |
| 2021-05-01 | 208.495292380070 |
| 2021-06-01 | 208.409191111652 |
| 2021-07-01 | 208.720904151727 |
| 2021-08-01 | 208.920201640724 |
| 2021-09-01 | 209.048992852697 |
| 2021-10-01 | 210.605306175890 |
| 2021-11-01 | 210.935710411731 |
| 2021-12-01 | 211.728955356018 |
| 2022-01-01 | 211.630925750348 |
| 2022-02-01 | 213.329883250002 |
| 2022-03-01 | 214.520049610459 |
| 2022-04-01 | 215.815478654568 |
| 2022-05-01 | 216.788789144184 |
| 2022-06-01 | 216.355691518514 |
| 2022-07-01 | 219.568181527825 |
| 2022-08-01 | 219.645399163445 |
| 2022-09-01 | 221.545068618734 |
| 2022-10-01 | 221.456911855277 |
| 2022-11-01 | 222.056164301534 |
| 2022-12-01 | 222.343489114998 |
| 2023-01-01 | 223.953969530555 |
| 2023-02-01 | 224.948984273667 |
| 2023-03-01 | 225.668785903990 |
| 2023-04-01 | 227.215135387598 |
| 2023-05-01 | 228.311895057958 |
| 2023-06-01 | 229.988301747624 |
| 2023-07-01 | 231.667432792937 |
| 2023-08-01 | 232.251798888209 |
| 2023-09-01 | 233.719158137477 |
| 2023-10-01 | 234.526066852377 |
| 2023-11-01 | 235.646512702944 |
| 2023-12-01 | 237.353936886584 |
| 2024-01-01 | 237.941834085966 |
| 2024-02-01 | 239.165585122275 |
| 2024-03-01 | 240.416031036517 |
| 2024-04-01 | 241.130815539336 |
| 2024-05-01 | 242.776197162632 |
| 2024-06-01 | 243.730218903785 |
| 2024-07-01 | 243.976491053086 |
| 2024-08-01 | 244.942901498581 |
| 2024-09-01 | 245.615082268323 |
| 2024-10-01 | 246.368022984865 |
| 2024-11-01 | 248.106261625612 |
| 2024-12-01 | 248.833573118578 |
| 2025-01-01 | 250.615113106300 |
| 2025-02-01 | 251.687553909968 |
| 2025-03-01 | 252.898339762563 |
| 2025-04-01 | 253.414326768609 |
| 2025-05-01 | 252.517336580092 |
| 2025-06-01 | 253.570513139604 |
| 2025-07-01 | 255.817891225867 |
| 2025-08-01 | 258.042156951372 |
| 2025-09-01 | 258.678676519163 |
| 2025-10-01 | 260.057289885989 |
| 2025-11-01 | 261.046423789842 |
| 2025-12-01 | 261.710388779871 |