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 2026-09-01 |
| Last Updated | 2026-10-20 10:36 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 | 121.1950025553 |
| 1990-02-01 | 121.8126632860 |
| 1990-03-01 | 122.5202543157 |
| 1990-04-01 | 120.9722751440 |
| 1990-05-01 | 122.2480522364 |
| 1990-06-01 | 122.8835519877 |
| 1990-07-01 | 123.4466252067 |
| 1990-08-01 | 123.5100874370 |
| 1990-09-01 | 123.7060141616 |
| 1990-10-01 | 123.6204005994 |
| 1990-11-01 | 124.4149768926 |
| 1990-12-01 | 124.3554127663 |
| 1991-01-01 | 126.5953022112 |
| 1991-02-01 | 126.9323018866 |
| 1991-03-01 | 127.5236616543 |
| 1991-04-01 | 127.7650112172 |
| 1991-05-01 | 127.6256627954 |
| 1991-06-01 | 128.4240818237 |
| 1991-07-01 | 129.1917791945 |
| 1991-08-01 | 129.7455329534 |
| 1991-09-01 | 130.6962990649 |
| 1991-10-01 | 130.0404652028 |
| 1991-11-01 | 130.1652680886 |
| 1991-12-01 | 131.0270004950 |
| 1992-01-01 | 132.1025884848 |
| 1992-02-01 | 132.3675786633 |
| 1992-03-01 | 132.8220692943 |
| 1992-04-01 | 134.0864490339 |
| 1992-05-01 | 134.6712234188 |
| 1992-06-01 | 134.8033553705 |
| 1992-07-01 | 134.6734927735 |
| 1992-08-01 | 134.9299403379 |
| 1992-09-01 | 135.0725847623 |
| 1992-10-01 | 135.4698194217 |
| 1992-11-01 | 135.6932402322 |
| 1992-12-01 | 136.0869180868 |
| 1993-01-01 | 136.4461053797 |
| 1993-02-01 | 136.1880612298 |
| 1993-03-01 | 136.0437011759 |
| 1993-04-01 | 135.4078433581 |
| 1993-05-01 | 135.7122816375 |
| 1993-06-01 | 135.9047675772 |
| 1993-07-01 | 135.9403968117 |
| 1993-08-01 | 136.3407232121 |
| 1993-09-01 | 135.7523837063 |
| 1993-10-01 | 136.9940895903 |
| 1993-11-01 | 136.8644938070 |
| 1993-12-01 | 137.6489332730 |
| 1994-01-01 | 137.2294733432 |
| 1994-02-01 | 136.8849828983 |
| 1994-03-01 | 136.9413633465 |
| 1994-04-01 | 137.4555120612 |
| 1994-05-01 | 137.7050575747 |
| 1994-06-01 | 137.6055394432 |
| 1994-07-01 | 137.6527708197 |
| 1994-08-01 | 138.0477343856 |
| 1994-09-01 | 138.4429721834 |
| 1994-10-01 | 138.2580166961 |
| 1994-11-01 | 138.1154427523 |
| 1994-12-01 | 137.7707767175 |
| 1995-01-01 | 138.1566767221 |
| 1995-02-01 | 138.7826323119 |
| 1995-03-01 | 139.3734672315 |
| 1995-04-01 | 136.9831921970 |
| 1995-05-01 | 138.0289693501 |
| 1995-06-01 | 137.8668856325 |
| 1995-07-01 | 137.2058510376 |
| 1995-08-01 | 137.9087194436 |
| 1995-09-01 | 139.2565112176 |
| 1995-10-01 | 139.1384040941 |
| 1995-11-01 | 139.1344468852 |
| 1995-12-01 | 139.3696156053 |
| 1996-01-01 | 137.6899882899 |
| 1996-02-01 | 138.5784609955 |
| 1996-03-01 | 139.4860236463 |
| 1996-04-01 | 139.4474375646 |
| 1996-05-01 | 139.0678239214 |
| 1996-06-01 | 139.4629293889 |
| 1996-07-01 | 140.3198188572 |
| 1996-08-01 | 140.7381681644 |
| 1996-09-01 | 141.3056046925 |
| 1996-10-01 | 142.0881569055 |
| 1996-11-01 | 142.8931088640 |
| 1996-12-01 | 142.9305487722 |
| 1997-01-01 | 140.6760753201 |
| 1997-02-01 | 140.7789285163 |
| 1997-03-01 | 140.9412429666 |
| 1997-04-01 | 141.2218780723 |
| 1997-05-01 | 140.8031613016 |
| 1997-06-01 | 141.7119657787 |
| 1997-07-01 | 142.4483312863 |
| 1997-08-01 | 142.7007514985 |
| 1997-09-01 | 143.0744354509 |
| 1997-10-01 | 142.6912785437 |
| 1997-11-01 | 142.9355323049 |
| 1997-12-01 | 143.8053064677 |
| 1998-01-01 | 143.1905820003 |
| 1998-02-01 | 143.3821782579 |
| 1998-03-01 | 143.5927051312 |
| 1998-04-01 | 143.9894655242 |
| 1998-05-01 | 144.1411712604 |
| 1998-06-01 | 143.9832797470 |
| 1998-07-01 | 143.6854892719 |
| 1998-08-01 | 143.5165302186 |
| 1998-09-01 | 143.1987853530 |
| 1998-10-01 | 143.3114659282 |
| 1998-11-01 | 143.5824498372 |
| 1998-12-01 | 143.9839502416 |
| 1999-01-01 | 143.4511269300 |
| 1999-02-01 | 143.8028577317 |
| 1999-03-01 | 144.1449868888 |
| 1999-04-01 | 144.3651090725 |
| 1999-05-01 | 144.9528782337 |
| 1999-06-01 | 145.6205193561 |
| 1999-07-01 | 145.1514623405 |
| 1999-08-01 | 144.4174758594 |
| 1999-09-01 | 145.3701507320 |
| 1999-10-01 | 146.1174138460 |
| 1999-11-01 | 146.7644718938 |
| 1999-12-01 | 147.2948547629 |
| 2000-01-01 | 147.9149552075 |
| 2000-02-01 | 148.0621060423 |
| 2000-03-01 | 147.8579987411 |
| 2000-04-01 | 147.9717479849 |
| 2000-05-01 | 148.1677657347 |
| 2000-06-01 | 148.1368840887 |
| 2000-07-01 | 148.9847439614 |
| 2000-08-01 | 149.9438684577 |
| 2000-09-01 | 150.2983791860 |
| 2000-10-01 | 150.8135149459 |
| 2000-11-01 | 150.6949432219 |
| 2000-12-01 | 150.6457720315 |
| 2001-01-01 | 150.9551971691 |
| 2001-02-01 | 151.2494108216 |
| 2001-03-01 | 151.2639302207 |
| 2001-04-01 | 151.2184971870 |
| 2001-05-01 | 151.3989026246 |
| 2001-06-01 | 152.0920789467 |
| 2001-07-01 | 151.6945705568 |
| 2001-08-01 | 152.0436125661 |
| 2001-09-01 | 151.5145603651 |
| 2001-10-01 | 150.8027923953 |
| 2001-11-01 | 150.9298582176 |
| 2001-12-01 | 151.1618738302 |
| 2002-01-01 | 150.8811039499 |
| 2002-02-01 | 151.4586321062 |
| 2002-03-01 | 151.9841389046 |
| 2002-04-01 | 152.3175751091 |
| 2002-05-01 | 152.6347051480 |
| 2002-06-01 | 153.3610853131 |
| 2002-07-01 | 152.4691731682 |
| 2002-08-01 | 152.4327304687 |
| 2002-09-01 | 152.9225814975 |
| 2002-10-01 | 152.9026791013 |
| 2002-11-01 | 153.0400720248 |
| 2002-12-01 | 153.2004796410 |
| 2003-01-01 | 156.1557359854 |
| 2003-02-01 | 155.5881630424 |
| 2003-03-01 | 155.4472103171 |
| 2003-04-01 | 154.5486961508 |
| 2003-05-01 | 153.9270781974 |
| 2003-06-01 | 153.8514671790 |
| 2003-07-01 | 154.1366285853 |
| 2003-08-01 | 153.5461141347 |
| 2003-09-01 | 153.4875602068 |
| 2003-10-01 | 153.1616201166 |
| 2003-11-01 | 153.2358899595 |
| 2003-12-01 | 153.6071064700 |
| 2004-01-01 | 153.5961670342 |
| 2004-02-01 | 153.5554646400 |
| 2004-03-01 | 154.1033572732 |
| 2004-04-01 | 154.4338834500 |
| 2004-05-01 | 154.8002486478 |
| 2004-06-01 | 154.6350339222 |
| 2004-07-01 | 155.6107347574 |
| 2004-08-01 | 155.4993516359 |
| 2004-09-01 | 155.2146985657 |
| 2004-10-01 | 155.3901390527 |
| 2004-11-01 | 155.7149329536 |
| 2004-12-01 | 155.8380000055 |
| 2005-01-01 | 155.0511631097 |
| 2005-02-01 | 155.6860121826 |
| 2005-03-01 | 155.7730755367 |
| 2005-04-01 | 156.2845115954 |
| 2005-05-01 | 156.9233089925 |
| 2005-06-01 | 157.3321686534 |
| 2005-07-01 | 157.9335633586 |
| 2005-08-01 | 158.7887371842 |
| 2005-09-01 | 159.4944657297 |
| 2005-10-01 | 159.6880721191 |
| 2005-11-01 | 160.3906717927 |
| 2005-12-01 | 160.6873512543 |
| 2006-01-01 | 161.3092734851 |
| 2006-02-01 | 161.8663566082 |
| 2006-03-01 | 162.0243343445 |
| 2006-04-01 | 162.5485442353 |
| 2006-05-01 | 162.7285695607 |
| 2006-06-01 | 163.3052736306 |
| 2006-07-01 | 163.8828727946 |
| 2006-08-01 | 163.9243791226 |
| 2006-09-01 | 164.3026402279 |
| 2006-10-01 | 164.9004765933 |
| 2006-11-01 | 164.7813811352 |
| 2006-12-01 | 165.0434098659 |
| 2007-01-01 | 165.7505576299 |
| 2007-02-01 | 166.2059738595 |
| 2007-03-01 | 166.8041986190 |
| 2007-04-01 | 167.1921318990 |
| 2007-05-01 | 167.2987061879 |
| 2007-06-01 | 167.8982089109 |
| 2007-07-01 | 167.8868547741 |
| 2007-08-01 | 168.0967438704 |
| 2007-09-01 | 167.8408542208 |
| 2007-10-01 | 168.9265249810 |
| 2007-11-01 | 169.2039927854 |
| 2007-12-01 | 169.4690020149 |
| 2008-01-01 | 168.8377799482 |
| 2008-02-01 | 169.8483397818 |
| 2008-03-01 | 169.7004948952 |
| 2008-04-01 | 171.0158084891 |
| 2008-05-01 | 171.2016297773 |
| 2008-06-01 | 171.2408100577 |
| 2008-07-01 | 171.6181057894 |
| 2008-08-01 | 172.1708869892 |
| 2008-09-01 | 172.8663815069 |
| 2008-10-01 | 173.0951661462 |
| 2008-11-01 | 173.6279748799 |
| 2008-12-01 | 174.0287987354 |
| 2009-01-01 | 174.3383723156 |
| 2009-02-01 | 174.7059232656 |
| 2009-03-01 | 174.2833270264 |
| 2009-04-01 | 174.0210659709 |
| 2009-05-01 | 174.0115950690 |
| 2009-06-01 | 173.9341228896 |
| 2009-07-01 | 173.9032981599 |
| 2009-08-01 | 173.4240731603 |
| 2009-09-01 | 173.1440229575 |
| 2009-10-01 | 173.3725096370 |
| 2009-11-01 | 173.4292438772 |
| 2009-12-01 | 173.2184953765 |
| 2010-01-01 | 173.8763160382 |
| 2010-02-01 | 173.8426228103 |
| 2010-03-01 | 174.6656328991 |
| 2010-04-01 | 174.8365906540 |
| 2010-05-01 | 176.6730848514 |
| 2010-06-01 | 176.2460766062 |
| 2010-07-01 | 176.6080608295 |
| 2010-08-01 | 177.3899547780 |
| 2010-09-01 | 177.2569139119 |
| 2010-10-01 | 178.1377483559 |
| 2010-11-01 | 178.3476962325 |
| 2010-12-01 | 178.9921248841 |
| 2011-01-01 | 179.3653030688 |
| 2011-02-01 | 179.0289256840 |
| 2011-03-01 | 179.3857065712 |
| 2011-04-01 | 179.5730291224 |
| 2011-05-01 | 179.1499071169 |
| 2011-06-01 | 178.8523552340 |
| 2011-07-01 | 179.5329227528 |
| 2011-08-01 | 179.5708863408 |
| 2011-09-01 | 179.6381304842 |
| 2011-10-01 | 179.1145355453 |
| 2011-11-01 | 179.2229744285 |
| 2011-12-01 | 179.6507438525 |
| 2012-01-01 | 179.9063997731 |
| 2012-02-01 | 180.6117145945 |
| 2012-03-01 | 180.6724036323 |
| 2012-04-01 | 181.2053583521 |
| 2012-05-01 | 181.3341340693 |
| 2012-06-01 | 181.6518319707 |
| 2012-07-01 | 181.6499695038 |
| 2012-08-01 | 181.8818985719 |
| 2012-09-01 | 182.1049017616 |
| 2012-10-01 | 182.2408218783 |
| 2012-11-01 | 182.3411668151 |
| 2012-12-01 | 182.7009784510 |
| 2013-01-01 | 181.9877303105 |
| 2013-02-01 | 182.5011456507 |
| 2013-03-01 | 182.6359951236 |
| 2013-04-01 | 182.0632662768 |
| 2013-05-01 | 182.0769155130 |
| 2013-06-01 | 182.4513816443 |
| 2013-07-01 | 181.8603606295 |
| 2013-08-01 | 182.3866133128 |
| 2013-09-01 | 183.0769397083 |
| 2013-10-01 | 182.7280576321 |
| 2013-11-01 | 183.4682594125 |
| 2013-12-01 | 183.0420567280 |
| 2014-01-01 | 183.7786578786 |
| 2014-02-01 | 183.6628163717 |
| 2014-03-01 | 184.3348454039 |
| 2014-04-01 | 184.5663251289 |
| 2014-05-01 | 184.9535115488 |
| 2014-06-01 | 185.1097939027 |
| 2014-07-01 | 185.5195202810 |
| 2014-08-01 | 185.8771605988 |
| 2014-09-01 | 186.1501526479 |
| 2014-10-01 | 186.8385772011 |
| 2014-11-01 | 186.7848464519 |
| 2014-12-01 | 186.8965264879 |
| 2015-01-01 | 186.7476058499 |
| 2015-02-01 | 187.2447460537 |
| 2015-03-01 | 187.0283153777 |
| 2015-04-01 | 187.9128465217 |
| 2015-05-01 | 188.3650980864 |
| 2015-06-01 | 188.2623686024 |
| 2015-07-01 | 188.4395126464 |
| 2015-08-01 | 188.5898999807 |
| 2015-09-01 | 188.8407982583 |
| 2015-10-01 | 189.8495221481 |
| 2015-11-01 | 190.2515832894 |
| 2015-12-01 | 190.7402120402 |
| 2016-01-01 | 190.9935453771 |
| 2016-02-01 | 191.2365768947 |
| 2016-03-01 | 191.9193794936 |
| 2016-04-01 | 193.1646300439 |
| 2016-05-01 | 193.3239534350 |
| 2016-06-01 | 192.7338690031 |
| 2016-07-01 | 193.9170820177 |
| 2016-08-01 | 194.2495782819 |
| 2016-09-01 | 195.4486820236 |
| 2016-10-01 | 195.0963564240 |
| 2016-11-01 | 195.4209571969 |
| 2016-12-01 | 195.9909431526 |
| 2017-01-01 | 198.2158036697 |
| 2017-02-01 | 198.1357840160 |
| 2017-03-01 | 198.5948068582 |
| 2017-04-01 | 199.0407730762 |
| 2017-05-01 | 199.1773133226 |
| 2017-06-01 | 200.5423297308 |
| 2017-07-01 | 200.8814876468 |
| 2017-08-01 | 201.5909417109 |
| 2017-09-01 | 202.4395282011 |
| 2017-10-01 | 202.2294779867 |
| 2017-11-01 | 203.4177912469 |
| 2017-12-01 | 204.1478786031 |
| 2018-01-01 | 204.3350655551 |
| 2018-02-01 | 205.5363283614 |
| 2018-03-01 | 206.0131294405 |
| 2018-04-01 | 206.5897264874 |
| 2018-05-01 | 207.2456816008 |
| 2018-06-01 | 208.4869737317 |
| 2018-07-01 | 209.2382204122 |
| 2018-08-01 | 210.1457798989 |
| 2018-09-01 | 210.7557303798 |
| 2018-10-01 | 211.3611009256 |
| 2018-11-01 | 211.8865638137 |
| 2018-12-01 | 212.3355625440 |
| 2019-01-01 | 212.9669509159 |
| 2019-02-01 | 212.9601154462 |
| 2019-03-01 | 213.8982102090 |
| 2019-04-01 | 214.3899510282 |
| 2019-05-01 | 215.0636686818 |
| 2019-06-01 | 215.4895163763 |
| 2019-07-01 | 215.7903887878 |
| 2019-08-01 | 216.6275454755 |
| 2019-09-01 | 215.9534325044 |
| 2019-10-01 | 216.6910816563 |
| 2019-11-01 | 217.3065052555 |
| 2019-12-01 | 217.4499710650 |
| 2020-01-01 | 218.1106552655 |
| 2020-02-01 | 218.0901278572 |
| 2020-03-01 | 217.2614078378 |
| 2020-04-01 | 196.7690465095 |
| 2020-05-01 | 198.3703107050 |
| 2020-06-01 | 202.1541089924 |
| 2020-07-01 | 203.0503460070 |
| 2020-08-01 | 203.9049344335 |
| 2020-09-01 | 205.1687964133 |
| 2020-10-01 | 205.9104608987 |
| 2020-11-01 | 206.1681192123 |
| 2020-12-01 | 206.7047966624 |
| 2021-01-01 | 207.0115661126 |
| 2021-02-01 | 207.8578398930 |
| 2021-03-01 | 208.4772073329 |
| 2021-04-01 | 208.7742173220 |
| 2021-05-01 | 208.4934940605 |
| 2021-06-01 | 208.4078180305 |
| 2021-07-01 | 208.8256001680 |
| 2021-08-01 | 208.9544053841 |
| 2021-09-01 | 208.9756037066 |
| 2021-10-01 | 210.5983695587 |
| 2021-11-01 | 210.9450564922 |
| 2021-12-01 | 211.5920668686 |
| 2022-01-01 | 211.6499105000 |
| 2022-02-01 | 213.3270883161 |
| 2022-03-01 | 214.5613083801 |
| 2022-04-01 | 215.8275226780 |
| 2022-05-01 | 216.7741443206 |
| 2022-06-01 | 216.3251274107 |
| 2022-07-01 | 219.7150889826 |
| 2022-08-01 | 219.7253349101 |
| 2022-09-01 | 221.4460832517 |
| 2022-10-01 | 221.4610133175 |
| 2022-11-01 | 222.0977436340 |
| 2022-12-01 | 222.1104936215 |
| 2023-01-01 | 223.9869108294 |
| 2023-02-01 | 224.9587358711 |
| 2023-03-01 | 225.7484146643 |
| 2023-04-01 | 227.2060201462 |
| 2023-05-01 | 228.2651972177 |
| 2023-06-01 | 229.8789202203 |
| 2023-07-01 | 231.8797724950 |
| 2023-08-01 | 232.4280386000 |
| 2023-09-01 | 233.5982584246 |
| 2023-10-01 | 234.5559949925 |
| 2023-11-01 | 235.7347257067 |
| 2023-12-01 | 236.9892215736 |
| 2024-01-01 | 237.8561971264 |
| 2024-02-01 | 239.0837290713 |
| 2024-03-01 | 240.4515581242 |
| 2024-04-01 | 240.9947385918 |
| 2024-05-01 | 242.5760410263 |
| 2024-06-01 | 243.6278919817 |
| 2024-07-01 | 243.9900725302 |
| 2024-08-01 | 245.0272484032 |
| 2024-09-01 | 245.7003741713 |
| 2024-10-01 | 245.8205496237 |
| 2024-11-01 | 247.6278835164 |
| 2024-12-01 | 248.3633136975 |
| 2025-01-01 | 249.3742953236 |
| 2025-02-01 | 250.1906563883 |
| 2025-03-01 | 251.1922844670 |
| 2025-04-01 | 251.1634808659 |
| 2025-05-01 | 250.9599451628 |
| 2025-06-01 | 251.0766213634 |
| 2025-07-01 | 252.3598243242 |
| 2025-08-01 | 253.0247466133 |
| 2025-09-01 | 253.4638549223 |
| 2025-10-01 | 254.0224988747 |
| 2025-11-01 | 254.5015552716 |
| 2025-12-01 | 255.2732286353 |
| 2026-01-01 | 256.2862618135 |
| 2026-02-01 | 255.8134091675 |
| 2026-03-01 | 255.7435802478 |
| 2026-04-01 | 256.5323682539 |
| 2026-05-01 | 256.8650591423 |
| 2026-06-01 | 257.5730913665 |
| 2026-07-01 | 255.5865706908 |
| 2026-08-01 | 257.5822025572 |
| 2026-09-01 | 258.2341289146 |