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 2026-09-01 |
| Last Updated | 2026-10-20 10:39 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 | 58.7814216560 |
| 1990-02-01 | 59.1485719981 |
| 1990-03-01 | 59.5746433570 |
| 1990-04-01 | 57.8226094767 |
| 1990-05-01 | 58.3547569736 |
| 1990-06-01 | 58.7871035830 |
| 1990-07-01 | 59.2455094465 |
| 1990-08-01 | 59.1254985767 |
| 1990-09-01 | 59.0262304271 |
| 1990-10-01 | 59.3677008310 |
| 1990-11-01 | 59.9219460562 |
| 1990-12-01 | 59.5232762525 |
| 1991-01-01 | 60.6982929051 |
| 1991-02-01 | 60.8617504355 |
| 1991-03-01 | 61.1971438668 |
| 1991-04-01 | 60.9897902211 |
| 1991-05-01 | 60.3585482250 |
| 1991-06-01 | 60.9712813196 |
| 1991-07-01 | 61.6823325919 |
| 1991-08-01 | 62.1461805254 |
| 1991-09-01 | 62.1118324208 |
| 1991-10-01 | 62.0792607445 |
| 1991-11-01 | 62.1241577331 |
| 1991-12-01 | 62.3194862618 |
| 1992-01-01 | 62.4441647149 |
| 1992-02-01 | 62.6972463753 |
| 1992-03-01 | 62.8579167806 |
| 1992-04-01 | 63.4161857358 |
| 1992-05-01 | 63.5411265286 |
| 1992-06-01 | 63.8378239385 |
| 1992-07-01 | 63.6661572698 |
| 1992-08-01 | 63.8129252143 |
| 1992-09-01 | 63.7935851868 |
| 1992-10-01 | 63.6225730720 |
| 1992-11-01 | 63.6710257312 |
| 1992-12-01 | 63.6310400809 |
| 1993-01-01 | 63.4113583261 |
| 1993-02-01 | 63.1637497886 |
| 1993-03-01 | 62.9750123588 |
| 1993-04-01 | 62.3731213935 |
| 1993-05-01 | 62.4061616955 |
| 1993-06-01 | 62.4733685651 |
| 1993-07-01 | 62.2285592768 |
| 1993-08-01 | 62.2315916874 |
| 1993-09-01 | 61.7852050088 |
| 1993-10-01 | 61.9956598911 |
| 1993-11-01 | 61.8723067176 |
| 1993-12-01 | 62.1440560186 |
| 1994-01-01 | 62.2972088775 |
| 1994-02-01 | 62.3018694667 |
| 1994-03-01 | 62.1744588594 |
| 1994-04-01 | 62.6299864027 |
| 1994-05-01 | 62.4971270290 |
| 1994-06-01 | 62.2799454948 |
| 1994-07-01 | 61.9812825993 |
| 1994-08-01 | 61.7004211166 |
| 1994-09-01 | 61.7802558829 |
| 1994-10-01 | 61.4005125109 |
| 1994-11-01 | 61.0517748439 |
| 1994-12-01 | 60.4155976935 |
| 1995-01-01 | 59.4850616051 |
| 1995-02-01 | 59.8121910506 |
| 1995-03-01 | 60.0071138789 |
| 1995-04-01 | 58.5601709685 |
| 1995-05-01 | 58.8800766368 |
| 1995-06-01 | 58.7593249144 |
| 1995-07-01 | 60.2692860090 |
| 1995-08-01 | 60.3380345154 |
| 1995-09-01 | 60.9160854226 |
| 1995-10-01 | 60.5584712551 |
| 1995-11-01 | 60.4064738394 |
| 1995-12-01 | 60.5769491449 |
| 1996-01-01 | 60.8736881645 |
| 1996-02-01 | 61.2675731516 |
| 1996-03-01 | 61.5090210645 |
| 1996-04-01 | 61.3268703545 |
| 1996-05-01 | 60.8228022450 |
| 1996-06-01 | 60.9918067075 |
| 1996-07-01 | 61.7325415237 |
| 1996-08-01 | 61.9074475527 |
| 1996-09-01 | 62.1578698405 |
| 1996-10-01 | 62.5224587889 |
| 1996-11-01 | 62.7587690602 |
| 1996-12-01 | 62.6609194103 |
| 1997-01-01 | 61.1481064568 |
| 1997-02-01 | 61.1680407594 |
| 1997-03-01 | 61.1599898022 |
| 1997-04-01 | 61.1812145988 |
| 1997-05-01 | 60.7527764928 |
| 1997-06-01 | 60.8215160479 |
| 1997-07-01 | 61.0324597909 |
| 1997-08-01 | 61.1745239297 |
| 1997-09-01 | 61.3897578493 |
| 1997-10-01 | 62.2567157414 |
| 1997-11-01 | 61.9448451372 |
| 1997-12-01 | 62.1517188266 |
| 1998-01-01 | 61.7933585777 |
| 1998-02-01 | 61.8930968463 |
| 1998-03-01 | 61.7886240308 |
| 1998-04-01 | 61.9869547690 |
| 1998-05-01 | 62.1033062536 |
| 1998-06-01 | 61.8326356137 |
| 1998-07-01 | 61.5919026103 |
| 1998-08-01 | 61.3599586600 |
| 1998-09-01 | 61.0179428178 |
| 1998-10-01 | 60.7660057808 |
| 1998-11-01 | 60.6140485283 |
| 1998-12-01 | 60.5736096952 |
| 1999-01-01 | 60.3846755798 |
| 1999-02-01 | 60.4726109462 |
| 1999-03-01 | 60.6817506836 |
| 1999-04-01 | 60.5604933639 |
| 1999-05-01 | 60.8227667746 |
| 1999-06-01 | 60.9433574285 |
| 1999-07-01 | 61.1450113662 |
| 1999-08-01 | 60.5905947035 |
| 1999-09-01 | 61.2871696143 |
| 1999-10-01 | 61.8318900509 |
| 1999-11-01 | 62.1199579672 |
| 1999-12-01 | 62.2160292988 |
| 2000-01-01 | 62.2763338627 |
| 2000-02-01 | 62.2405810407 |
| 2000-03-01 | 62.0664693178 |
| 2000-04-01 | 61.9141670956 |
| 2000-05-01 | 61.9885423334 |
| 2000-06-01 | 61.7110299786 |
| 2000-07-01 | 62.6363509407 |
| 2000-08-01 | 63.1167879833 |
| 2000-09-01 | 63.2374161056 |
| 2000-10-01 | 63.1393891586 |
| 2000-11-01 | 62.9150811613 |
| 2000-12-01 | 62.8356436534 |
| 2001-01-01 | 63.7518106778 |
| 2001-02-01 | 63.6937408405 |
| 2001-03-01 | 63.7904096775 |
| 2001-04-01 | 63.7430287966 |
| 2001-05-01 | 63.5562130588 |
| 2001-06-01 | 63.7939539942 |
| 2001-07-01 | 63.1570756173 |
| 2001-08-01 | 63.1996084066 |
| 2001-09-01 | 62.8972743697 |
| 2001-10-01 | 62.2996780304 |
| 2001-11-01 | 62.3199306908 |
| 2001-12-01 | 62.1446832883 |
| 2002-01-01 | 61.7646758548 |
| 2002-02-01 | 62.0190345736 |
| 2002-03-01 | 62.2020340578 |
| 2002-04-01 | 62.7702308226 |
| 2002-05-01 | 62.8919539745 |
| 2002-06-01 | 63.0683898267 |
| 2002-07-01 | 62.6695564890 |
| 2002-08-01 | 62.5430086102 |
| 2002-09-01 | 62.6195069506 |
| 2002-10-01 | 62.6819513317 |
| 2002-11-01 | 62.6483108915 |
| 2002-12-01 | 62.3292545685 |
| 2003-01-01 | 63.5270851109 |
| 2003-02-01 | 63.3384916711 |
| 2003-03-01 | 63.0761234066 |
| 2003-04-01 | 62.7888515501 |
| 2003-05-01 | 62.2852135226 |
| 2003-06-01 | 62.1169702619 |
| 2003-07-01 | 62.0830811404 |
| 2003-08-01 | 61.7894296449 |
| 2003-09-01 | 61.5758021927 |
| 2003-10-01 | 61.6865395005 |
| 2003-11-01 | 61.4406747432 |
| 2003-12-01 | 61.1966110672 |
| 2004-01-01 | 61.1020880402 |
| 2004-02-01 | 61.0768266652 |
| 2004-03-01 | 61.1692035402 |
| 2004-04-01 | 61.1868374585 |
| 2004-05-01 | 61.3722068460 |
| 2004-06-01 | 61.3794274366 |
| 2004-07-01 | 61.5228018661 |
| 2004-08-01 | 61.6362491675 |
| 2004-09-01 | 61.6887060622 |
| 2004-10-01 | 61.4790824838 |
| 2004-11-01 | 61.6365258790 |
| 2004-12-01 | 61.6713793738 |
| 2005-01-01 | 61.1458303387 |
| 2005-02-01 | 61.4050077595 |
| 2005-03-01 | 61.4731833767 |
| 2005-04-01 | 61.4644027577 |
| 2005-05-01 | 61.6677699262 |
| 2005-06-01 | 61.8117417725 |
| 2005-07-01 | 61.9984300846 |
| 2005-08-01 | 62.5033249018 |
| 2005-09-01 | 62.9271532585 |
| 2005-10-01 | 62.6609148819 |
| 2005-11-01 | 62.9404937703 |
| 2005-12-01 | 63.1582090391 |
| 2006-01-01 | 63.5321001992 |
| 2006-02-01 | 63.7022376696 |
| 2006-03-01 | 63.5764701234 |
| 2006-04-01 | 64.0556844751 |
| 2006-05-01 | 64.3077677793 |
| 2006-06-01 | 64.7362476258 |
| 2006-07-01 | 65.0072938623 |
| 2006-08-01 | 65.2408503017 |
| 2006-09-01 | 65.4848154192 |
| 2006-10-01 | 65.8533310039 |
| 2006-11-01 | 65.8892433781 |
| 2006-12-01 | 66.0328927781 |
| 2007-01-01 | 66.4228925462 |
| 2007-02-01 | 66.5608702501 |
| 2007-03-01 | 66.6556464266 |
| 2007-04-01 | 66.8797732533 |
| 2007-05-01 | 67.0203708236 |
| 2007-06-01 | 67.1995745816 |
| 2007-07-01 | 67.2503444242 |
| 2007-08-01 | 67.1954981776 |
| 2007-09-01 | 67.1492226903 |
| 2007-10-01 | 67.2657652731 |
| 2007-11-01 | 67.4322365455 |
| 2007-12-01 | 67.5607503290 |
| 2008-01-01 | 67.4572243150 |
| 2008-02-01 | 67.6413902325 |
| 2008-03-01 | 67.7151123319 |
| 2008-04-01 | 67.8695512864 |
| 2008-05-01 | 67.9233127055 |
| 2008-06-01 | 67.5981716550 |
| 2008-07-01 | 67.9273451092 |
| 2008-08-01 | 67.9246141239 |
| 2008-09-01 | 68.1662547342 |
| 2008-10-01 | 68.2868889207 |
| 2008-11-01 | 68.3747136304 |
| 2008-12-01 | 68.3712119689 |
| 2009-01-01 | 68.6959799795 |
| 2009-02-01 | 68.6429222862 |
| 2009-03-01 | 68.1832828057 |
| 2009-04-01 | 67.7716950593 |
| 2009-05-01 | 67.6814055310 |
| 2009-06-01 | 67.4076945049 |
| 2009-07-01 | 66.9869259540 |
| 2009-08-01 | 66.9928637604 |
| 2009-09-01 | 66.8346059152 |
| 2009-10-01 | 66.7203162343 |
| 2009-11-01 | 66.6156151173 |
| 2009-12-01 | 66.5673694566 |
| 2010-01-01 | 66.4561948487 |
| 2010-02-01 | 66.3698279401 |
| 2010-03-01 | 66.5770292353 |
| 2010-04-01 | 65.6719682325 |
| 2010-05-01 | 67.0833305517 |
| 2010-06-01 | 66.9199443171 |
| 2010-07-01 | 66.8122989576 |
| 2010-08-01 | 66.9523061459 |
| 2010-09-01 | 66.8736185134 |
| 2010-10-01 | 67.0386141523 |
| 2010-11-01 | 67.0530147956 |
| 2010-12-01 | 67.0960682014 |
| 2011-01-01 | 67.0862085912 |
| 2011-02-01 | 67.2734479350 |
| 2011-03-01 | 67.2753490896 |
| 2011-04-01 | 67.4256124723 |
| 2011-05-01 | 67.3214082152 |
| 2011-06-01 | 67.3369373950 |
| 2011-07-01 | 67.9937231805 |
| 2011-08-01 | 67.9199652360 |
| 2011-09-01 | 67.9992087004 |
| 2011-10-01 | 67.8684434065 |
| 2011-11-01 | 67.8796992641 |
| 2011-12-01 | 67.9260140075 |
| 2012-01-01 | 67.8900996328 |
| 2012-02-01 | 67.9708572443 |
| 2012-03-01 | 67.9736512825 |
| 2012-04-01 | 68.0314723574 |
| 2012-05-01 | 68.0311566780 |
| 2012-06-01 | 67.8536861044 |
| 2012-07-01 | 67.7700403414 |
| 2012-08-01 | 67.7204699161 |
| 2012-09-01 | 67.8578255862 |
| 2012-10-01 | 67.8622004991 |
| 2012-11-01 | 67.8860913929 |
| 2012-12-01 | 67.8668383479 |
| 2013-01-01 | 67.9608810042 |
| 2013-02-01 | 67.8636431160 |
| 2013-03-01 | 67.9711643431 |
| 2013-04-01 | 67.8830890285 |
| 2013-05-01 | 67.8340945075 |
| 2013-06-01 | 67.8645791504 |
| 2013-07-01 | 67.8363019514 |
| 2013-08-01 | 67.9185853921 |
| 2013-09-01 | 67.8512232910 |
| 2013-10-01 | 67.7524449109 |
| 2013-11-01 | 67.7782976048 |
| 2013-12-01 | 67.5728702303 |
| 2014-01-01 | 67.8465024449 |
| 2014-02-01 | 67.8547906829 |
| 2014-03-01 | 67.6940337385 |
| 2014-04-01 | 67.5323779087 |
| 2014-05-01 | 67.5153823540 |
| 2014-06-01 | 67.5661291698 |
| 2014-07-01 | 67.6137217412 |
| 2014-08-01 | 67.5452656687 |
| 2014-09-01 | 67.4677991461 |
| 2014-10-01 | 67.5201857707 |
| 2014-11-01 | 67.3609159341 |
| 2014-12-01 | 67.2645459673 |
| 2015-01-01 | 66.9335842301 |
| 2015-02-01 | 67.2392455171 |
| 2015-03-01 | 67.0282526400 |
| 2015-04-01 | 67.7481032896 |
| 2015-05-01 | 67.5174694144 |
| 2015-06-01 | 67.3623812475 |
| 2015-07-01 | 67.3148599464 |
| 2015-08-01 | 67.1707428275 |
| 2015-09-01 | 66.9804134850 |
| 2015-10-01 | 66.8211316944 |
| 2015-11-01 | 66.7410275154 |
| 2015-12-01 | 66.6320372174 |
| 2016-01-01 | 66.3291408624 |
| 2016-02-01 | 66.1842210353 |
| 2016-03-01 | 66.1731603875 |
| 2016-04-01 | 66.1488427876 |
| 2016-05-01 | 66.2350314317 |
| 2016-06-01 | 66.2404126021 |
| 2016-07-01 | 66.3484830128 |
| 2016-08-01 | 66.4057679768 |
| 2016-09-01 | 66.6853492458 |
| 2016-10-01 | 66.8162107979 |
| 2016-11-01 | 66.9295412876 |
| 2016-12-01 | 66.8293554657 |
| 2017-01-01 | 67.3136161936 |
| 2017-02-01 | 67.3312466668 |
| 2017-03-01 | 67.2939233549 |
| 2017-04-01 | 67.2346020277 |
| 2017-05-01 | 67.0606629120 |
| 2017-06-01 | 67.5127605409 |
| 2017-07-01 | 66.9647220575 |
| 2017-08-01 | 67.2098801634 |
| 2017-09-01 | 67.2142167095 |
| 2017-10-01 | 67.2458825261 |
| 2017-11-01 | 67.3365624069 |
| 2017-12-01 | 67.4138978740 |
| 2018-01-01 | 67.4172631598 |
| 2018-02-01 | 67.6015596128 |
| 2018-03-01 | 67.3979982800 |
| 2018-04-01 | 67.4977321863 |
| 2018-05-01 | 67.5734067366 |
| 2018-06-01 | 67.5849161758 |
| 2018-07-01 | 67.4439225890 |
| 2018-08-01 | 67.6112574010 |
| 2018-09-01 | 67.6694219266 |
| 2018-10-01 | 67.6658146940 |
| 2018-11-01 | 67.5734483392 |
| 2018-12-01 | 67.3094156984 |
| 2019-01-01 | 67.2320609283 |
| 2019-02-01 | 67.1070615555 |
| 2019-03-01 | 67.1690722658 |
| 2019-04-01 | 66.9278998558 |
| 2019-05-01 | 66.9536971241 |
| 2019-06-01 | 67.1072013312 |
| 2019-07-01 | 66.7831793319 |
| 2019-08-01 | 66.9149633046 |
| 2019-09-01 | 65.6485657372 |
| 2019-10-01 | 65.7868776330 |
| 2019-11-01 | 65.8244203904 |
| 2019-12-01 | 65.8058743371 |
| 2020-01-01 | 65.6322490477 |
| 2020-02-01 | 65.3138447499 |
| 2020-03-01 | 65.2426627648 |
| 2020-04-01 | 63.6141097012 |
| 2020-05-01 | 63.3394704910 |
| 2020-06-01 | 63.6641122778 |
| 2020-07-01 | 63.6518268314 |
| 2020-08-01 | 63.3334710076 |
| 2020-09-01 | 63.2257361102 |
| 2020-10-01 | 63.2667865542 |
| 2020-11-01 | 63.2556559530 |
| 2020-12-01 | 63.4446565538 |
| 2021-01-01 | 63.2113391682 |
| 2021-02-01 | 63.4851395159 |
| 2021-03-01 | 63.3070056034 |
| 2021-04-01 | 63.3073672734 |
| 2021-05-01 | 63.4139019639 |
| 2021-06-01 | 63.0597512549 |
| 2021-07-01 | 63.0650641255 |
| 2021-08-01 | 63.0726194631 |
| 2021-09-01 | 63.0847350710 |
| 2021-10-01 | 63.1412789406 |
| 2021-11-01 | 63.0560908239 |
| 2021-12-01 | 62.9169015357 |
| 2022-01-01 | 63.0335989113 |
| 2022-02-01 | 62.9400080409 |
| 2022-03-01 | 63.0454479091 |
| 2022-04-01 | 63.1323178154 |
| 2022-05-01 | 63.0047797315 |
| 2022-06-01 | 62.4321353448 |
| 2022-07-01 | 63.2198398538 |
| 2022-08-01 | 63.2294656898 |
| 2022-09-01 | 63.6556285985 |
| 2022-10-01 | 63.2476474801 |
| 2022-11-01 | 63.2518089724 |
| 2022-12-01 | 63.1550306624 |
| 2023-01-01 | 63.1356925452 |
| 2023-02-01 | 63.1462699655 |
| 2023-03-01 | 63.0609589242 |
| 2023-04-01 | 63.7250872575 |
| 2023-05-01 | 63.7716218849 |
| 2023-06-01 | 64.1611995010 |
| 2023-07-01 | 64.5210027141 |
| 2023-08-01 | 64.9176435955 |
| 2023-09-01 | 65.3133505647 |
| 2023-10-01 | 65.6062887440 |
| 2023-11-01 | 65.7585498798 |
| 2023-12-01 | 65.8393077307 |
| 2024-01-01 | 66.1250279997 |
| 2024-02-01 | 66.3457302867 |
| 2024-03-01 | 66.5701849321 |
| 2024-04-01 | 66.5531684128 |
| 2024-05-01 | 66.8371636095 |
| 2024-06-01 | 66.7496853700 |
| 2024-07-01 | 67.0261054029 |
| 2024-08-01 | 67.1005250006 |
| 2024-09-01 | 67.0668884933 |
| 2024-10-01 | 66.8973416496 |
| 2024-11-01 | 67.5738541745 |
| 2024-12-01 | 67.9698058610 |
| 2025-01-01 | 68.3515570616 |
| 2025-02-01 | 68.4538027120 |
| 2025-03-01 | 68.6180672454 |
| 2025-04-01 | 67.9737767998 |
| 2025-05-01 | 67.3136623802 |
| 2025-06-01 | 67.8135710095 |
| 2025-07-01 | 67.4373828682 |
| 2025-08-01 | 67.3620091222 |
| 2025-09-01 | 67.4702263134 |
| 2025-10-01 | 67.3675374318 |
| 2025-11-01 | 67.4724971931 |
| 2025-12-01 | 67.5155315700 |
| 2026-01-01 | 67.4205458182 |
| 2026-02-01 | 67.4247854105 |
| 2026-03-01 | 67.4937957678 |
| 2026-04-01 | 67.6705518621 |
| 2026-05-01 | 67.8053053456 |
| 2026-06-01 | 68.0000051162 |
| 2026-07-01 | 67.7874598426 |
| 2026-08-01 | 68.2756948406 |
| 2026-09-01 | 68.3694330253 |