Table Data - All Employees: Education and Health Services: Hospitals in Philadelphia, PA (MD)
| Title | All Employees: Education and Health Services: Hospitals in Philadelphia, PA (MD) |
|---|---|
| Series ID | SMU42379646562200001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:34 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 | 58.7814312881 |
| 1990-02-01 | 59.1485712505 |
| 1990-03-01 | 59.5745920270 |
| 1990-04-01 | 57.8226335704 |
| 1990-05-01 | 58.3547679372 |
| 1990-06-01 | 58.7871066609 |
| 1990-07-01 | 59.2455108099 |
| 1990-08-01 | 59.1255011323 |
| 1990-09-01 | 59.0262337953 |
| 1990-10-01 | 59.3677012279 |
| 1990-11-01 | 59.9219445312 |
| 1990-12-01 | 59.5232747865 |
| 1991-01-01 | 60.6982986476 |
| 1991-02-01 | 60.8617498922 |
| 1991-03-01 | 61.1971011747 |
| 1991-04-01 | 60.9898137323 |
| 1991-05-01 | 60.3585560657 |
| 1991-06-01 | 60.9712840579 |
| 1991-07-01 | 61.6823337634 |
| 1991-08-01 | 62.1461826166 |
| 1991-09-01 | 62.1118347190 |
| 1991-10-01 | 62.0792601063 |
| 1991-11-01 | 62.1241558752 |
| 1991-12-01 | 62.3194843485 |
| 1992-01-01 | 62.4441654196 |
| 1992-02-01 | 62.6972440133 |
| 1992-03-01 | 62.8578910392 |
| 1992-04-01 | 63.4162079939 |
| 1992-05-01 | 63.5411315186 |
| 1992-06-01 | 63.8378273700 |
| 1992-07-01 | 63.6661589267 |
| 1992-08-01 | 63.8129258458 |
| 1992-09-01 | 63.7935844683 |
| 1992-10-01 | 63.6225689931 |
| 1992-11-01 | 63.6710203143 |
| 1992-12-01 | 63.6310348991 |
| 1993-01-01 | 63.4113596916 |
| 1993-02-01 | 63.1637464527 |
| 1993-03-01 | 62.9749985085 |
| 1993-04-01 | 62.3731491256 |
| 1993-05-01 | 62.4061688972 |
| 1993-06-01 | 62.4733780796 |
| 1993-07-01 | 62.2285554832 |
| 1993-08-01 | 62.2315854304 |
| 1993-09-01 | 61.7852074618 |
| 1993-10-01 | 61.9956446897 |
| 1993-11-01 | 61.8722912858 |
| 1993-12-01 | 62.1440453191 |
| 1994-01-01 | 62.2972166668 |
| 1994-02-01 | 62.3018724141 |
| 1994-03-01 | 62.1744508856 |
| 1994-04-01 | 62.6300207854 |
| 1994-05-01 | 62.4971418036 |
| 1994-06-01 | 62.2799650061 |
| 1994-07-01 | 61.9812759932 |
| 1994-08-01 | 61.7004074309 |
| 1994-09-01 | 61.7802605296 |
| 1994-10-01 | 61.4004826533 |
| 1994-11-01 | 61.0517369549 |
| 1994-12-01 | 60.4155542615 |
| 1995-01-01 | 59.4851035673 |
| 1995-02-01 | 59.8122143762 |
| 1995-03-01 | 60.0071076907 |
| 1995-04-01 | 58.5602145487 |
| 1995-05-01 | 58.8800994358 |
| 1995-06-01 | 58.7593517454 |
| 1995-07-01 | 60.2692737381 |
| 1995-08-01 | 60.3380120969 |
| 1995-09-01 | 60.9160913763 |
| 1995-10-01 | 60.5584316439 |
| 1995-11-01 | 60.4064185559 |
| 1995-12-01 | 60.5768625205 |
| 1996-01-01 | 60.8737617343 |
| 1996-02-01 | 61.2676233285 |
| 1996-03-01 | 61.5090237002 |
| 1996-04-01 | 61.3269172940 |
| 1996-05-01 | 60.8228258634 |
| 1996-06-01 | 60.9918293547 |
| 1996-07-01 | 61.7325333046 |
| 1996-08-01 | 61.9074257910 |
| 1996-09-01 | 62.1578631700 |
| 1996-10-01 | 62.5224228251 |
| 1996-11-01 | 62.7587072595 |
| 1996-12-01 | 62.6607925751 |
| 1997-01-01 | 61.1482058314 |
| 1997-02-01 | 61.1681055820 |
| 1997-03-01 | 61.1600097135 |
| 1997-04-01 | 61.1812554295 |
| 1997-05-01 | 60.7527967265 |
| 1997-06-01 | 60.8215276669 |
| 1997-07-01 | 61.0324509493 |
| 1997-08-01 | 61.1745015224 |
| 1997-09-01 | 61.3897427105 |
| 1997-10-01 | 62.2566919400 |
| 1997-11-01 | 61.9448014536 |
| 1997-12-01 | 62.1516069828 |
| 1998-01-01 | 61.7934315213 |
| 1998-02-01 | 61.8931533097 |
| 1998-03-01 | 61.7886536466 |
| 1998-04-01 | 61.9869856872 |
| 1998-05-01 | 62.1033214736 |
| 1998-06-01 | 61.8326366216 |
| 1998-07-01 | 61.5918987341 |
| 1998-08-01 | 61.3599362576 |
| 1998-09-01 | 61.0179281890 |
| 1998-10-01 | 60.7659942300 |
| 1998-11-01 | 60.6140189848 |
| 1998-12-01 | 60.5735419173 |
| 1999-01-01 | 60.3847158084 |
| 1999-02-01 | 60.4726458378 |
| 1999-03-01 | 60.6817783776 |
| 1999-04-01 | 60.5605125440 |
| 1999-05-01 | 60.8227779091 |
| 1999-06-01 | 60.9433538688 |
| 1999-07-01 | 61.1450094138 |
| 1999-08-01 | 60.5905694799 |
| 1999-09-01 | 61.2871651858 |
| 1999-10-01 | 61.8318883537 |
| 1999-11-01 | 62.1199410528 |
| 1999-12-01 | 62.2160064186 |
| 2000-01-01 | 62.2763442446 |
| 2000-02-01 | 62.2405959304 |
| 2000-03-01 | 62.0664848523 |
| 2000-04-01 | 61.9141792822 |
| 2000-05-01 | 61.9885498221 |
| 2000-06-01 | 61.7110251877 |
| 2000-07-01 | 62.6363535458 |
| 2000-08-01 | 63.1167656371 |
| 2000-09-01 | 63.2374190395 |
| 2000-10-01 | 63.1393927549 |
| 2000-11-01 | 62.9150652034 |
| 2000-12-01 | 62.8356382763 |
| 2001-01-01 | 63.7518177426 |
| 2001-02-01 | 63.6937465402 |
| 2001-03-01 | 63.7904158318 |
| 2001-04-01 | 63.7430352250 |
| 2001-05-01 | 63.5562166824 |
| 2001-06-01 | 63.7939508591 |
| 2001-07-01 | 63.1570772989 |
| 2001-08-01 | 63.1995946864 |
| 2001-09-01 | 62.8972767609 |
| 2001-10-01 | 62.2996823155 |
| 2001-11-01 | 62.3199215798 |
| 2001-12-01 | 62.1446801737 |
| 2002-01-01 | 61.7646824006 |
| 2002-02-01 | 62.0190366077 |
| 2002-03-01 | 62.2020358544 |
| 2002-04-01 | 62.7702341686 |
| 2002-05-01 | 62.8919554517 |
| 2002-06-01 | 63.0683881629 |
| 2002-07-01 | 62.6695567644 |
| 2002-08-01 | 62.5430028675 |
| 2002-09-01 | 62.6195074715 |
| 2002-10-01 | 62.6819532014 |
| 2002-11-01 | 62.6483063776 |
| 2002-12-01 | 62.3292525211 |
| 2003-01-01 | 63.5270900146 |
| 2003-02-01 | 63.3384926155 |
| 2003-03-01 | 63.0761241074 |
| 2003-04-01 | 62.7888532459 |
| 2003-05-01 | 62.2852135862 |
| 2003-06-01 | 62.1169700590 |
| 2003-07-01 | 62.0830800481 |
| 2003-08-01 | 61.7894286951 |
| 2003-09-01 | 61.5758013049 |
| 2003-10-01 | 61.6865391799 |
| 2003-11-01 | 61.4406743233 |
| 2003-12-01 | 61.1966102188 |
| 2004-01-01 | 61.1020900861 |
| 2004-02-01 | 61.0768268701 |
| 2004-03-01 | 61.1692039451 |
| 2004-04-01 | 61.1868382956 |
| 2004-05-01 | 61.3722067343 |
| 2004-06-01 | 61.3794271920 |
| 2004-07-01 | 61.5228014782 |
| 2004-08-01 | 61.6362488961 |
| 2004-09-01 | 61.6887057503 |
| 2004-10-01 | 61.4790818589 |
| 2004-11-01 | 61.6365259294 |
| 2004-12-01 | 61.6713791840 |
| 2005-01-01 | 61.1458310462 |
| 2005-02-01 | 61.4050078967 |
| 2005-03-01 | 61.4731836864 |
| 2005-04-01 | 61.4644031105 |
| 2005-05-01 | 61.6677697720 |
| 2005-06-01 | 61.8117416197 |
| 2005-07-01 | 61.9984300490 |
| 2005-08-01 | 62.5033250781 |
| 2005-09-01 | 62.9271533600 |
| 2005-10-01 | 62.6609140945 |
| 2005-11-01 | 62.9404936803 |
| 2005-12-01 | 63.1582087599 |
| 2006-01-01 | 63.5320998133 |
| 2006-02-01 | 63.7022374972 |
| 2006-03-01 | 63.5764707097 |
| 2006-04-01 | 64.0556853966 |
| 2006-05-01 | 64.3077685928 |
| 2006-06-01 | 64.7362469540 |
| 2006-07-01 | 65.0072944544 |
| 2006-08-01 | 65.2408507092 |
| 2006-09-01 | 65.4848157711 |
| 2006-10-01 | 65.8533297102 |
| 2006-11-01 | 65.8892428697 |
| 2006-12-01 | 66.0328916408 |
| 2007-01-01 | 66.4228900259 |
| 2007-02-01 | 66.5608696471 |
| 2007-03-01 | 66.6556478314 |
| 2007-04-01 | 66.8797760325 |
| 2007-05-01 | 67.0203737414 |
| 2007-06-01 | 67.1995738060 |
| 2007-07-01 | 67.2503464128 |
| 2007-08-01 | 67.1954978579 |
| 2007-09-01 | 67.1492226265 |
| 2007-10-01 | 67.2657638621 |
| 2007-11-01 | 67.4322345599 |
| 2007-12-01 | 67.5607474568 |
| 2008-01-01 | 67.4572193464 |
| 2008-02-01 | 67.6413876934 |
| 2008-03-01 | 67.7151105099 |
| 2008-04-01 | 67.8695615750 |
| 2008-05-01 | 67.9233267313 |
| 2008-06-01 | 67.5981662220 |
| 2008-07-01 | 67.9273463355 |
| 2008-08-01 | 67.9246123493 |
| 2008-09-01 | 68.1662533724 |
| 2008-10-01 | 68.2868864308 |
| 2008-11-01 | 68.3747102703 |
| 2008-12-01 | 68.3712080327 |
| 2009-01-01 | 68.6959730738 |
| 2009-02-01 | 68.6429182332 |
| 2009-03-01 | 68.1832781063 |
| 2009-04-01 | 67.7717132248 |
| 2009-05-01 | 67.6814295286 |
| 2009-06-01 | 67.4076849319 |
| 2009-07-01 | 66.9869256610 |
| 2009-08-01 | 66.9928600255 |
| 2009-09-01 | 66.8346027402 |
| 2009-10-01 | 66.7203127704 |
| 2009-11-01 | 66.6156108939 |
| 2009-12-01 | 66.5673653464 |
| 2010-01-01 | 66.4561891563 |
| 2010-02-01 | 66.3698226821 |
| 2010-03-01 | 66.5770206866 |
| 2010-04-01 | 65.6719922652 |
| 2010-05-01 | 67.0833626880 |
| 2010-06-01 | 66.9199298478 |
| 2010-07-01 | 66.8122952354 |
| 2010-08-01 | 66.9523016730 |
| 2010-09-01 | 66.8736141322 |
| 2010-10-01 | 67.0386098464 |
| 2010-11-01 | 67.0530117322 |
| 2010-12-01 | 67.0960659273 |
| 2011-01-01 | 67.0862050922 |
| 2011-02-01 | 67.2734445756 |
| 2011-03-01 | 67.2753445638 |
| 2011-04-01 | 67.4256307985 |
| 2011-05-01 | 67.3214303260 |
| 2011-06-01 | 67.3369269178 |
| 2011-07-01 | 67.9937199904 |
| 2011-08-01 | 67.9199611464 |
| 2011-09-01 | 67.9992045544 |
| 2011-10-01 | 67.8684400905 |
| 2011-11-01 | 67.8796973369 |
| 2011-12-01 | 67.9260156069 |
| 2012-01-01 | 67.8900979570 |
| 2012-02-01 | 67.9708558697 |
| 2012-03-01 | 67.9736505346 |
| 2012-04-01 | 68.0314794643 |
| 2012-05-01 | 68.0311692274 |
| 2012-06-01 | 67.8536805682 |
| 2012-07-01 | 67.7700374317 |
| 2012-08-01 | 67.7204660563 |
| 2012-09-01 | 67.8578208522 |
| 2012-10-01 | 67.8621967921 |
| 2012-11-01 | 67.8860906155 |
| 2012-12-01 | 67.8668465862 |
| 2013-01-01 | 67.9608787136 |
| 2013-02-01 | 67.8636507586 |
| 2013-03-01 | 67.9711759286 |
| 2013-04-01 | 67.8830872693 |
| 2013-05-01 | 67.8340939885 |
| 2013-06-01 | 67.8645696745 |
| 2013-07-01 | 67.8362903459 |
| 2013-08-01 | 67.9185744497 |
| 2013-09-01 | 67.8512163343 |
| 2013-10-01 | 67.7524432751 |
| 2013-11-01 | 67.7783014081 |
| 2013-12-01 | 67.5728899487 |
| 2014-01-01 | 67.8465069665 |
| 2014-02-01 | 67.8548164055 |
| 2014-03-01 | 67.6940652424 |
| 2014-04-01 | 67.5323781470 |
| 2014-05-01 | 67.5153712264 |
| 2014-06-01 | 67.5660928663 |
| 2014-07-01 | 67.6136775562 |
| 2014-08-01 | 67.5452327573 |
| 2014-09-01 | 67.4677833840 |
| 2014-10-01 | 67.5201819757 |
| 2014-11-01 | 67.3609179659 |
| 2014-12-01 | 67.2646167078 |
| 2015-01-01 | 66.9336136058 |
| 2015-02-01 | 67.2393174827 |
| 2015-03-01 | 67.0283256449 |
| 2015-04-01 | 67.7481366350 |
| 2015-05-01 | 67.5174820932 |
| 2015-06-01 | 67.3621940948 |
| 2015-07-01 | 67.3146340395 |
| 2015-08-01 | 67.1707335111 |
| 2015-09-01 | 66.9804091828 |
| 2015-10-01 | 66.8211325539 |
| 2015-11-01 | 66.7410475675 |
| 2015-12-01 | 66.6322039417 |
| 2016-01-01 | 66.3292683039 |
| 2016-02-01 | 66.1844197502 |
| 2016-03-01 | 66.1733257024 |
| 2016-04-01 | 66.1488819363 |
| 2016-05-01 | 66.2349549625 |
| 2016-06-01 | 66.2399327546 |
| 2016-07-01 | 66.3479773863 |
| 2016-08-01 | 66.4057678743 |
| 2016-09-01 | 66.6854069316 |
| 2016-10-01 | 66.8162756337 |
| 2016-11-01 | 66.9296126757 |
| 2016-12-01 | 66.8296837017 |
| 2017-01-01 | 67.3139522446 |
| 2017-02-01 | 67.3316510623 |
| 2017-03-01 | 67.2942329436 |
| 2017-04-01 | 67.2347083971 |
| 2017-05-01 | 67.0605990950 |
| 2017-06-01 | 67.5110362501 |
| 2017-07-01 | 66.9640822449 |
| 2017-08-01 | 67.2100245207 |
| 2017-09-01 | 67.2144720744 |
| 2017-10-01 | 67.2460712809 |
| 2017-11-01 | 67.3367728219 |
| 2017-12-01 | 67.4144195102 |
| 2018-01-01 | 67.4178750519 |
| 2018-02-01 | 67.6022006965 |
| 2018-03-01 | 67.3986017536 |
| 2018-04-01 | 67.4982558583 |
| 2018-05-01 | 67.5727676970 |
| 2018-06-01 | 67.5810550388 |
| 2018-07-01 | 67.4436070515 |
| 2018-08-01 | 67.6117147624 |
| 2018-09-01 | 67.6699706563 |
| 2018-10-01 | 67.6662851790 |
| 2018-11-01 | 67.5739900855 |
| 2018-12-01 | 67.3102414584 |
| 2019-01-01 | 67.2327883017 |
| 2019-02-01 | 67.1078561169 |
| 2019-03-01 | 67.1698051774 |
| 2019-04-01 | 66.9286822691 |
| 2019-05-01 | 66.9524162059 |
| 2019-06-01 | 67.1012516514 |
| 2019-07-01 | 66.7832941261 |
| 2019-08-01 | 66.9158395255 |
| 2019-09-01 | 65.6495050581 |
| 2019-10-01 | 65.7877352431 |
| 2019-11-01 | 65.8254058600 |
| 2019-12-01 | 65.8070533244 |
| 2020-01-01 | 65.6329728945 |
| 2020-02-01 | 65.3145372092 |
| 2020-03-01 | 65.2431971564 |
| 2020-04-01 | 63.6148862847 |
| 2020-05-01 | 63.3374621311 |
| 2020-06-01 | 63.6572350926 |
| 2020-07-01 | 63.6523972429 |
| 2020-08-01 | 63.3345403150 |
| 2020-09-01 | 63.2269467837 |
| 2020-10-01 | 63.2677170976 |
| 2020-11-01 | 63.2569302819 |
| 2020-12-01 | 63.4461708845 |
| 2021-01-01 | 63.2124842275 |
| 2021-02-01 | 63.4867441862 |
| 2021-03-01 | 63.3067915895 |
| 2021-04-01 | 63.3051291822 |
| 2021-05-01 | 63.4129845295 |
| 2021-06-01 | 63.0542867898 |
| 2021-07-01 | 63.0654522204 |
| 2021-08-01 | 63.0731751059 |
| 2021-09-01 | 63.0857540345 |
| 2021-10-01 | 63.1416253429 |
| 2021-11-01 | 63.0572099135 |
| 2021-12-01 | 62.9191070487 |
| 2022-01-01 | 63.0364185936 |
| 2022-02-01 | 62.9433524576 |
| 2022-03-01 | 63.0446675758 |
| 2022-04-01 | 63.1264782953 |
| 2022-05-01 | 63.0039738119 |
| 2022-06-01 | 62.4274157634 |
| 2022-07-01 | 63.2199738166 |
| 2022-08-01 | 63.2295778371 |
| 2022-09-01 | 63.6564090116 |
| 2022-10-01 | 63.2478190815 |
| 2022-11-01 | 63.2529188313 |
| 2022-12-01 | 63.1563337994 |
| 2023-01-01 | 63.1425305852 |
| 2023-02-01 | 63.1578896170 |
| 2023-03-01 | 63.0567496313 |
| 2023-04-01 | 63.7120344408 |
| 2023-05-01 | 63.7679250111 |
| 2023-06-01 | 64.1554925469 |
| 2023-07-01 | 64.5203186734 |
| 2023-08-01 | 64.9181152162 |
| 2023-09-01 | 65.3160382456 |
| 2023-10-01 | 65.6090612813 |
| 2023-11-01 | 65.7622614627 |
| 2023-12-01 | 65.8421462095 |
| 2024-01-01 | 66.1363463270 |
| 2024-02-01 | 66.3628245272 |
| 2024-03-01 | 66.5608001863 |
| 2024-04-01 | 66.5341297210 |
| 2024-05-01 | 66.8232024672 |
| 2024-06-01 | 66.7327762348 |
| 2024-07-01 | 67.0297078696 |
| 2024-08-01 | 67.1047481259 |
| 2024-09-01 | 67.0775848022 |
| 2024-10-01 | 66.9072432404 |
| 2024-11-01 | 67.5839137416 |
| 2024-12-01 | 67.9753752244 |
| 2025-01-01 | 68.3655406328 |
| 2025-02-01 | 68.4726024624 |
| 2025-03-01 | 68.5989115113 |
| 2025-04-01 | 67.9454561468 |
| 2025-05-01 | 67.2887623045 |
| 2025-06-01 | 67.7854778135 |
| 2025-07-01 | 67.4437233094 |
| 2025-08-01 | 67.3744639718 |
| 2025-09-01 | 67.4909080538 |
| 2025-10-01 | 67.3857118750 |
| 2025-11-01 | 67.4904056651 |
| 2025-12-01 | 67.5279811772 |
| 2026-01-01 | 67.4339033515 |
| 2026-02-01 | 67.4338104168 |
| 2026-03-01 | 67.4681677718 |
| 2026-04-01 | 67.6368844952 |
| 2026-05-01 | 67.7719193635 |
| 2026-06-01 | 67.9607479856 |
| 2026-07-01 | 67.7983942582 |
| 2026-08-01 | 68.0981248289 |