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 2026-06-01 |
| Last Updated | 2026-07-22 9:55 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 | 121.197461672306 |
| 1990-02-01 | 121.813838462006 |
| 1990-03-01 | 122.520518152446 |
| 1990-04-01 | 120.972659353397 |
| 1990-05-01 | 122.248268924992 |
| 1990-06-01 | 122.883509972248 |
| 1990-07-01 | 123.446373485229 |
| 1990-08-01 | 123.509687668650 |
| 1990-09-01 | 123.705582450040 |
| 1990-10-01 | 123.619678519565 |
| 1990-11-01 | 124.414426513732 |
| 1990-12-01 | 124.353448534424 |
| 1991-01-01 | 126.597637453445 |
| 1991-02-01 | 126.933436940531 |
| 1991-03-01 | 127.523939197034 |
| 1991-04-01 | 127.765396348807 |
| 1991-05-01 | 127.625892369349 |
| 1991-06-01 | 128.424073310999 |
| 1991-07-01 | 129.191583996892 |
| 1991-08-01 | 129.745194292317 |
| 1991-09-01 | 130.695901021198 |
| 1991-10-01 | 130.039794018339 |
| 1991-11-01 | 130.164769198628 |
| 1991-12-01 | 131.024994018948 |
| 1992-01-01 | 132.104606872078 |
| 1992-02-01 | 132.368541597547 |
| 1992-03-01 | 132.822319517367 |
| 1992-04-01 | 134.086962728235 |
| 1992-05-01 | 134.671437239744 |
| 1992-06-01 | 134.803461982157 |
| 1992-07-01 | 134.673403190678 |
| 1992-08-01 | 134.929695113403 |
| 1992-09-01 | 135.072231159422 |
| 1992-10-01 | 135.469203237813 |
| 1992-11-01 | 135.692780654652 |
| 1992-12-01 | 136.084903109095 |
| 1993-01-01 | 136.447805008609 |
| 1993-02-01 | 136.188853188078 |
| 1993-03-01 | 136.043781607579 |
| 1993-04-01 | 135.408524706407 |
| 1993-05-01 | 135.712511572793 |
| 1993-06-01 | 135.905009064762 |
| 1993-07-01 | 135.940424087029 |
| 1993-08-01 | 136.340593019505 |
| 1993-09-01 | 135.752068921749 |
| 1993-10-01 | 136.993519839739 |
| 1993-11-01 | 136.863927054414 |
| 1993-12-01 | 137.647024533893 |
| 1994-01-01 | 137.230809746100 |
| 1994-02-01 | 136.885665675662 |
| 1994-03-01 | 136.941340819710 |
| 1994-04-01 | 137.456389138510 |
| 1994-05-01 | 137.705238275795 |
| 1994-06-01 | 137.605920382279 |
| 1994-07-01 | 137.652906490383 |
| 1994-08-01 | 138.047678063956 |
| 1994-09-01 | 138.442660271114 |
| 1994-10-01 | 138.257490603851 |
| 1994-11-01 | 138.114799540807 |
| 1994-12-01 | 137.768769714774 |
| 1995-01-01 | 138.157862913717 |
| 1995-02-01 | 138.783375986837 |
| 1995-03-01 | 139.373406144746 |
| 1995-04-01 | 136.984132734434 |
| 1995-05-01 | 138.029148986986 |
| 1995-06-01 | 137.867327733671 |
| 1995-07-01 | 137.206025869324 |
| 1995-08-01 | 137.908690780739 |
| 1995-09-01 | 139.256201616228 |
| 1995-10-01 | 139.137902049323 |
| 1995-11-01 | 139.133702580241 |
| 1995-12-01 | 139.367555184661 |
| 1996-01-01 | 137.691090980736 |
| 1996-02-01 | 138.579269234456 |
| 1996-03-01 | 139.486051908596 |
| 1996-04-01 | 139.448403854180 |
| 1996-05-01 | 139.067933718618 |
| 1996-06-01 | 139.463370349280 |
| 1996-07-01 | 140.319982192474 |
| 1996-08-01 | 140.738111360015 |
| 1996-09-01 | 141.305314806594 |
| 1996-10-01 | 142.087681770597 |
| 1996-11-01 | 142.892383885230 |
| 1996-12-01 | 142.928454327402 |
| 1997-01-01 | 140.677215214799 |
| 1997-02-01 | 140.779774025379 |
| 1997-03-01 | 140.941330460531 |
| 1997-04-01 | 141.222710264441 |
| 1997-05-01 | 140.803279688675 |
| 1997-06-01 | 141.712279286998 |
| 1997-07-01 | 142.448430809220 |
| 1997-08-01 | 142.700674209553 |
| 1997-09-01 | 143.074202060757 |
| 1997-10-01 | 142.690884209976 |
| 1997-11-01 | 142.934958331445 |
| 1997-12-01 | 143.803561916796 |
| 1998-01-01 | 143.191502136938 |
| 1998-02-01 | 143.382902262203 |
| 1998-03-01 | 143.592915311025 |
| 1998-04-01 | 143.990084809886 |
| 1998-05-01 | 144.141242025208 |
| 1998-06-01 | 143.983455398797 |
| 1998-07-01 | 143.685545565797 |
| 1998-08-01 | 143.516433230307 |
| 1998-09-01 | 143.198629953031 |
| 1998-10-01 | 143.311222094168 |
| 1998-11-01 | 143.582135614605 |
| 1998-12-01 | 143.982591991616 |
| 1999-01-01 | 143.451738432014 |
| 1999-02-01 | 143.803387266176 |
| 1999-03-01 | 144.145261020560 |
| 1999-04-01 | 144.365455005371 |
| 1999-05-01 | 144.952963952322 |
| 1999-06-01 | 145.620560304948 |
| 1999-07-01 | 145.151489927068 |
| 1999-08-01 | 144.417383243431 |
| 1999-09-01 | 145.370073914704 |
| 1999-10-01 | 146.117294080930 |
| 1999-11-01 | 146.764369057763 |
| 1999-12-01 | 147.293929062232 |
| 2000-01-01 | 147.915254672312 |
| 2000-02-01 | 148.062409995095 |
| 2000-03-01 | 147.858266772395 |
| 2000-04-01 | 147.971953788285 |
| 2000-05-01 | 148.167829034248 |
| 2000-06-01 | 148.136877058761 |
| 2000-07-01 | 148.984781035997 |
| 2000-08-01 | 149.943771567469 |
| 2000-09-01 | 150.298349757872 |
| 2000-10-01 | 150.813457565167 |
| 2000-11-01 | 150.694897428795 |
| 2000-12-01 | 150.645207683018 |
| 2001-01-01 | 150.955358477751 |
| 2001-02-01 | 151.249584270474 |
| 2001-03-01 | 151.264094970864 |
| 2001-04-01 | 151.218626152806 |
| 2001-05-01 | 151.398992045575 |
| 2001-06-01 | 152.092029995812 |
| 2001-07-01 | 151.694618034451 |
| 2001-08-01 | 152.043527625002 |
| 2001-09-01 | 151.514539753556 |
| 2001-10-01 | 150.802738313915 |
| 2001-11-01 | 150.929789391830 |
| 2001-12-01 | 151.161576532043 |
| 2002-01-01 | 150.881232291417 |
| 2002-02-01 | 151.458737089872 |
| 2002-03-01 | 151.984244469714 |
| 2002-04-01 | 152.317663830409 |
| 2002-05-01 | 152.634768221092 |
| 2002-06-01 | 153.361036557550 |
| 2002-07-01 | 152.469231060900 |
| 2002-08-01 | 152.432648398836 |
| 2002-09-01 | 152.922548522909 |
| 2002-10-01 | 152.902609013650 |
| 2002-11-01 | 153.039980167306 |
| 2002-12-01 | 153.200358986577 |
| 2003-01-01 | 156.155847706297 |
| 2003-02-01 | 155.588237481931 |
| 2003-03-01 | 155.447290426299 |
| 2003-04-01 | 154.548760639057 |
| 2003-05-01 | 153.927116871215 |
| 2003-06-01 | 153.851420339314 |
| 2003-07-01 | 154.136681854908 |
| 2003-08-01 | 153.546050433041 |
| 2003-09-01 | 153.487518123744 |
| 2003-10-01 | 153.161557194036 |
| 2003-11-01 | 153.235814935172 |
| 2003-12-01 | 153.607004234910 |
| 2004-01-01 | 153.596293662498 |
| 2004-02-01 | 153.555530957753 |
| 2004-03-01 | 154.103416852178 |
| 2004-04-01 | 154.433924068510 |
| 2004-05-01 | 154.800266988663 |
| 2004-06-01 | 154.634998264672 |
| 2004-07-01 | 155.610776818936 |
| 2004-08-01 | 155.499303801450 |
| 2004-09-01 | 155.214658594954 |
| 2004-10-01 | 155.390090224785 |
| 2004-11-01 | 155.714878984720 |
| 2004-12-01 | 155.837931731096 |
| 2005-01-01 | 155.051262937279 |
| 2005-02-01 | 155.686057306955 |
| 2005-03-01 | 155.773119203133 |
| 2005-04-01 | 156.284539004785 |
| 2005-05-01 | 156.923320025100 |
| 2005-06-01 | 157.332133256389 |
| 2005-07-01 | 157.933591460001 |
| 2005-08-01 | 158.788715012854 |
| 2005-09-01 | 159.494433204862 |
| 2005-10-01 | 159.688038800275 |
| 2005-11-01 | 160.390638292240 |
| 2005-12-01 | 160.687312527545 |
| 2006-01-01 | 161.309340666223 |
| 2006-02-01 | 161.866380646589 |
| 2006-03-01 | 162.024363689353 |
| 2006-04-01 | 162.548560906640 |
| 2006-05-01 | 162.728574563569 |
| 2006-06-01 | 163.305248684619 |
| 2006-07-01 | 163.882886691722 |
| 2006-08-01 | 163.924367864521 |
| 2006-09-01 | 164.302618616849 |
| 2006-10-01 | 164.900457793259 |
| 2006-11-01 | 164.781368791392 |
| 2006-12-01 | 165.043403988930 |
| 2007-01-01 | 165.750583962565 |
| 2007-02-01 | 166.205979954450 |
| 2007-03-01 | 166.804216275780 |
| 2007-04-01 | 167.192140618872 |
| 2007-05-01 | 167.298707813534 |
| 2007-06-01 | 167.898197402887 |
| 2007-07-01 | 167.886855205361 |
| 2007-08-01 | 168.096741449785 |
| 2007-09-01 | 167.840842840160 |
| 2007-10-01 | 168.926516620039 |
| 2007-11-01 | 169.203989141391 |
| 2007-12-01 | 169.469000148373 |
| 2008-01-01 | 168.837793832937 |
| 2008-02-01 | 169.848341183000 |
| 2008-03-01 | 169.700503597155 |
| 2008-04-01 | 171.015812923244 |
| 2008-05-01 | 171.201628919163 |
| 2008-06-01 | 171.240806728181 |
| 2008-07-01 | 171.618103882782 |
| 2008-08-01 | 172.170885889836 |
| 2008-09-01 | 172.866372788203 |
| 2008-10-01 | 173.095162424532 |
| 2008-11-01 | 173.627974650201 |
| 2008-12-01 | 174.028799530395 |
| 2009-01-01 | 174.338377634513 |
| 2009-02-01 | 174.705923031691 |
| 2009-03-01 | 174.283333488720 |
| 2009-04-01 | 174.021070921237 |
| 2009-05-01 | 174.011595328011 |
| 2009-06-01 | 173.934120830948 |
| 2009-07-01 | 173.903297552263 |
| 2009-08-01 | 173.424071243244 |
| 2009-09-01 | 173.144014671551 |
| 2009-10-01 | 173.372505701985 |
| 2009-11-01 | 173.429242397338 |
| 2009-12-01 | 173.218495104764 |
| 2010-01-01 | 173.876324447870 |
| 2010-02-01 | 173.842621353795 |
| 2010-03-01 | 174.665636747525 |
| 2010-04-01 | 174.836597631053 |
| 2010-05-01 | 176.673086168524 |
| 2010-06-01 | 176.246074411898 |
| 2010-07-01 | 176.608066478640 |
| 2010-08-01 | 177.389954664733 |
| 2010-09-01 | 177.256891499990 |
| 2010-10-01 | 178.137747499617 |
| 2010-11-01 | 178.347693332874 |
| 2010-12-01 | 178.992123423857 |
| 2011-01-01 | 179.365314741952 |
| 2011-02-01 | 179.028924464945 |
| 2011-03-01 | 179.385709437718 |
| 2011-04-01 | 179.573038795023 |
| 2011-05-01 | 179.149912242491 |
| 2011-06-01 | 178.852356109547 |
| 2011-07-01 | 179.532934634471 |
| 2011-08-01 | 179.570885757960 |
| 2011-09-01 | 179.638090145795 |
| 2011-10-01 | 179.114532908195 |
| 2011-11-01 | 179.222967978031 |
| 2011-12-01 | 179.650740741682 |
| 2012-01-01 | 179.906415360329 |
| 2012-02-01 | 180.611715818716 |
| 2012-03-01 | 180.672409413631 |
| 2012-04-01 | 181.205374399312 |
| 2012-05-01 | 181.334147611690 |
| 2012-06-01 | 181.651838385084 |
| 2012-07-01 | 181.649986115361 |
| 2012-08-01 | 181.881893332308 |
| 2012-09-01 | 182.104837223114 |
| 2012-10-01 | 182.240812709850 |
| 2012-11-01 | 182.341154163874 |
| 2012-12-01 | 182.700975324724 |
| 2013-01-01 | 181.987747695214 |
| 2013-02-01 | 182.501146893452 |
| 2013-03-01 | 182.636005230113 |
| 2013-04-01 | 182.063314800724 |
| 2013-05-01 | 182.076934133551 |
| 2013-06-01 | 182.451383791308 |
| 2013-07-01 | 181.860393668633 |
| 2013-08-01 | 182.386631626281 |
| 2013-09-01 | 183.076758769994 |
| 2013-10-01 | 182.728077082648 |
| 2013-11-01 | 183.468269943557 |
| 2013-12-01 | 183.042021244092 |
| 2014-01-01 | 183.778696417098 |
| 2014-02-01 | 183.662826636416 |
| 2014-03-01 | 184.334862415428 |
| 2014-04-01 | 184.566400914096 |
| 2014-05-01 | 184.953527408514 |
| 2014-06-01 | 185.109781386066 |
| 2014-07-01 | 185.519557650927 |
| 2014-08-01 | 185.877189652218 |
| 2014-09-01 | 186.149838463075 |
| 2014-10-01 | 186.838679790452 |
| 2014-11-01 | 186.784896496276 |
| 2014-12-01 | 186.896487963507 |
| 2015-01-01 | 186.747682262688 |
| 2015-02-01 | 187.244761673912 |
| 2015-03-01 | 187.028310771296 |
| 2015-04-01 | 187.912912333394 |
| 2015-05-01 | 188.365079927137 |
| 2015-06-01 | 188.262323771211 |
| 2015-07-01 | 188.439542276056 |
| 2015-08-01 | 188.589938230432 |
| 2015-09-01 | 188.840375787161 |
| 2015-10-01 | 189.849731662155 |
| 2015-11-01 | 190.251714968571 |
| 2015-12-01 | 190.740205598746 |
| 2016-01-01 | 190.993666522948 |
| 2016-02-01 | 191.236567956985 |
| 2016-03-01 | 191.919315827373 |
| 2016-04-01 | 193.164666412982 |
| 2016-05-01 | 193.323977141403 |
| 2016-06-01 | 192.733870073797 |
| 2016-07-01 | 193.917036983784 |
| 2016-08-01 | 194.249645036731 |
| 2016-09-01 | 195.448015897809 |
| 2016-10-01 | 195.096504965809 |
| 2016-11-01 | 195.421062699185 |
| 2016-12-01 | 195.991026144788 |
| 2017-01-01 | 198.216184802573 |
| 2017-02-01 | 198.136222231304 |
| 2017-03-01 | 198.593755868461 |
| 2017-04-01 | 199.041057347136 |
| 2017-05-01 | 199.178190206008 |
| 2017-06-01 | 200.542592626141 |
| 2017-07-01 | 200.881336858287 |
| 2017-08-01 | 201.590730899296 |
| 2017-09-01 | 202.438020584949 |
| 2017-10-01 | 202.228904727425 |
| 2017-11-01 | 203.417604016606 |
| 2017-12-01 | 204.148143981303 |
| 2018-01-01 | 204.336002216834 |
| 2018-02-01 | 205.537470054687 |
| 2018-03-01 | 206.011550114589 |
| 2018-04-01 | 206.591023637258 |
| 2018-05-01 | 207.247965554931 |
| 2018-06-01 | 208.487675628442 |
| 2018-07-01 | 209.238097030816 |
| 2018-08-01 | 210.145822954213 |
| 2018-09-01 | 210.749098080820 |
| 2018-10-01 | 211.359157749421 |
| 2018-11-01 | 211.886923699236 |
| 2018-12-01 | 212.336152218587 |
| 2019-01-01 | 212.969677393947 |
| 2019-02-01 | 212.962425184822 |
| 2019-03-01 | 213.896830380195 |
| 2019-04-01 | 214.392744024450 |
| 2019-05-01 | 215.066856799871 |
| 2019-06-01 | 215.494450830692 |
| 2019-07-01 | 215.787047388918 |
| 2019-08-01 | 216.628296751907 |
| 2019-09-01 | 215.936055627810 |
| 2019-10-01 | 216.689358396792 |
| 2019-11-01 | 217.308742675386 |
| 2019-12-01 | 217.450276351183 |
| 2020-01-01 | 218.116070209684 |
| 2020-02-01 | 218.094307858176 |
| 2020-03-01 | 217.261350017119 |
| 2020-04-01 | 196.773147983597 |
| 2020-05-01 | 198.375801398048 |
| 2020-06-01 | 202.167111187264 |
| 2020-07-01 | 203.031392155523 |
| 2020-08-01 | 203.909981791528 |
| 2020-09-01 | 205.143669249735 |
| 2020-10-01 | 205.908619234530 |
| 2020-11-01 | 206.171124033130 |
| 2020-12-01 | 206.704535328964 |
| 2021-01-01 | 207.018735661625 |
| 2021-02-01 | 207.863460062387 |
| 2021-03-01 | 208.479836109731 |
| 2021-04-01 | 208.782892740503 |
| 2021-05-01 | 208.504593189465 |
| 2021-06-01 | 208.432513467070 |
| 2021-07-01 | 208.787711113494 |
| 2021-08-01 | 208.960022850604 |
| 2021-09-01 | 208.943304642903 |
| 2021-10-01 | 210.589442136493 |
| 2021-11-01 | 210.948150070809 |
| 2021-12-01 | 211.590784014073 |
| 2022-01-01 | 211.658655756356 |
| 2022-02-01 | 213.337100327092 |
| 2022-03-01 | 214.561641386798 |
| 2022-04-01 | 215.850656500533 |
| 2022-05-01 | 216.799766249949 |
| 2022-06-01 | 216.364151860569 |
| 2022-07-01 | 219.656286215108 |
| 2022-08-01 | 219.724419686865 |
| 2022-09-01 | 221.403501635396 |
| 2022-10-01 | 221.438383854693 |
| 2022-11-01 | 222.098031266049 |
| 2022-12-01 | 222.105272487574 |
| 2023-01-01 | 223.996036073266 |
| 2023-02-01 | 224.969612075358 |
| 2023-03-01 | 225.745342013988 |
| 2023-04-01 | 227.250824926301 |
| 2023-05-01 | 228.326596791400 |
| 2023-06-01 | 229.963578764743 |
| 2023-07-01 | 231.786030870658 |
| 2023-08-01 | 232.392001235175 |
| 2023-09-01 | 233.540542975875 |
| 2023-10-01 | 234.516057403524 |
| 2023-11-01 | 235.731586671745 |
| 2023-12-01 | 236.980920444621 |
| 2024-01-01 | 237.865421289866 |
| 2024-02-01 | 239.094738358925 |
| 2024-03-01 | 240.443185375069 |
| 2024-04-01 | 241.068982687476 |
| 2024-05-01 | 242.695496239196 |
| 2024-06-01 | 243.787620086486 |
| 2024-07-01 | 243.815080881469 |
| 2024-08-01 | 244.943271554040 |
| 2024-09-01 | 245.630832513880 |
| 2024-10-01 | 245.765709352012 |
| 2024-11-01 | 247.620663375928 |
| 2024-12-01 | 248.355303962254 |
| 2025-01-01 | 249.384656627973 |
| 2025-02-01 | 250.198188956500 |
| 2025-03-01 | 251.183513276646 |
| 2025-04-01 | 251.265653940231 |
| 2025-05-01 | 251.143103389871 |
| 2025-06-01 | 251.322168600614 |
| 2025-07-01 | 252.088735657724 |
| 2025-08-01 | 252.882731363345 |
| 2025-09-01 | 253.383384917924 |
| 2025-10-01 | 253.954903642788 |
| 2025-11-01 | 254.493925179950 |
| 2025-12-01 | 255.271056872845 |
| 2026-01-01 | 256.299852985617 |
| 2026-02-01 | 255.820447094394 |
| 2026-03-01 | 255.732606077583 |
| 2026-04-01 | 256.659681071172 |
| 2026-05-01 | 257.099943538526 |
| 2026-06-01 | 257.986749962742 |