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 2026-07-01 |
| Last Updated | 2026-08-21 6:43 PM 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 | 121.289289440474 |
| 1990-02-01 | 121.905405524210 |
| 1990-03-01 | 122.426826087437 |
| 1990-04-01 | 120.979259385175 |
| 1990-05-01 | 122.296664191453 |
| 1990-06-01 | 122.891865940496 |
| 1990-07-01 | 123.506727784707 |
| 1990-08-01 | 123.512672325029 |
| 1990-09-01 | 123.700687417825 |
| 1990-10-01 | 123.516355587036 |
| 1990-11-01 | 124.356310211076 |
| 1990-12-01 | 124.305414925798 |
| 1991-01-01 | 126.683478268452 |
| 1991-02-01 | 127.021399291534 |
| 1991-03-01 | 127.442538944799 |
| 1991-04-01 | 127.775727260110 |
| 1991-05-01 | 127.673803813652 |
| 1991-06-01 | 128.434807865724 |
| 1991-07-01 | 129.250648282287 |
| 1991-08-01 | 129.750573317503 |
| 1991-09-01 | 130.690824002267 |
| 1991-10-01 | 129.937509112186 |
| 1991-11-01 | 130.103582288075 |
| 1991-12-01 | 130.963610497769 |
| 1992-01-01 | 132.170000242963 |
| 1992-02-01 | 132.437149005485 |
| 1992-03-01 | 132.790975022523 |
| 1992-04-01 | 134.110007553287 |
| 1992-05-01 | 134.710950261834 |
| 1992-06-01 | 134.825406020552 |
| 1992-07-01 | 134.721268300466 |
| 1992-08-01 | 134.937877005027 |
| 1992-09-01 | 135.063401509892 |
| 1992-10-01 | 135.386016159778 |
| 1992-11-01 | 135.617402380935 |
| 1992-12-01 | 135.986214802963 |
| 1993-01-01 | 136.482633500084 |
| 1993-02-01 | 136.262827039303 |
| 1993-03-01 | 136.053892284787 |
| 1993-04-01 | 135.460894786183 |
| 1993-05-01 | 135.749101492162 |
| 1993-06-01 | 135.938003002703 |
| 1993-07-01 | 135.974703081942 |
| 1993-08-01 | 136.347376382333 |
| 1993-09-01 | 135.734400133314 |
| 1993-10-01 | 136.918881170805 |
| 1993-11-01 | 136.791968566043 |
| 1993-12-01 | 137.507484696688 |
| 1994-01-01 | 137.226989739685 |
| 1994-02-01 | 136.969253542133 |
| 1994-03-01 | 136.990898548106 |
| 1994-04-01 | 137.543710419275 |
| 1994-05-01 | 137.734372358027 |
| 1994-06-01 | 137.653223863564 |
| 1994-07-01 | 137.676550508456 |
| 1994-08-01 | 138.049783308724 |
| 1994-09-01 | 138.415293406908 |
| 1994-10-01 | 138.191130371398 |
| 1994-11-01 | 138.051061978835 |
| 1994-12-01 | 137.580874408167 |
| 1995-01-01 | 138.131375348419 |
| 1995-02-01 | 138.895601503114 |
| 1995-03-01 | 139.427820630269 |
| 1995-04-01 | 137.099153411735 |
| 1995-05-01 | 138.061260278651 |
| 1995-06-01 | 137.920144702500 |
| 1995-07-01 | 137.226071351390 |
| 1995-08-01 | 137.903617515177 |
| 1995-09-01 | 139.222002105832 |
| 1995-10-01 | 139.065524320187 |
| 1995-11-01 | 139.093577537810 |
| 1995-12-01 | 139.155023241019 |
| 1996-01-01 | 137.656376845581 |
| 1996-02-01 | 138.693911106367 |
| 1996-03-01 | 139.545920289080 |
| 1996-04-01 | 139.571995121221 |
| 1996-05-01 | 139.093913781031 |
| 1996-06-01 | 139.518945325873 |
| 1996-07-01 | 140.337974970403 |
| 1996-08-01 | 140.728458096260 |
| 1996-09-01 | 141.271836966344 |
| 1996-10-01 | 142.023163534486 |
| 1996-11-01 | 142.863767914038 |
| 1996-12-01 | 142.708412668935 |
| 1997-01-01 | 140.646317897162 |
| 1997-02-01 | 140.893213268714 |
| 1997-03-01 | 140.993035559062 |
| 1997-04-01 | 141.339827332189 |
| 1997-05-01 | 140.827119613014 |
| 1997-06-01 | 141.755168003832 |
| 1997-07-01 | 142.460114726145 |
| 1997-08-01 | 142.687799179638 |
| 1997-09-01 | 143.043947417795 |
| 1997-10-01 | 142.638404811727 |
| 1997-11-01 | 142.928996062465 |
| 1997-12-01 | 143.621759028880 |
| 1998-01-01 | 143.171230767502 |
| 1998-02-01 | 143.465965309677 |
| 1998-03-01 | 143.637510051689 |
| 1998-04-01 | 144.079997651761 |
| 1998-05-01 | 144.155736585831 |
| 1998-06-01 | 144.008799546799 |
| 1998-07-01 | 143.694928389043 |
| 1998-08-01 | 143.500921988705 |
| 1998-09-01 | 143.179868992558 |
| 1998-10-01 | 143.281975865256 |
| 1998-11-01 | 143.587699693840 |
| 1998-12-01 | 143.850800684816 |
| 1999-01-01 | 143.446289836513 |
| 1999-02-01 | 143.852588099075 |
| 1999-03-01 | 144.176424815367 |
| 1999-04-01 | 144.420229496850 |
| 1999-05-01 | 144.965111235485 |
| 1999-06-01 | 145.623629808497 |
| 1999-07-01 | 145.158269623049 |
| 1999-08-01 | 144.401753810539 |
| 1999-09-01 | 145.362073972066 |
| 1999-10-01 | 146.107308516673 |
| 1999-11-01 | 146.776287930513 |
| 1999-12-01 | 147.217272220686 |
| 2000-01-01 | 147.920773830258 |
| 2000-02-01 | 148.077872279634 |
| 2000-03-01 | 147.880471727645 |
| 2000-04-01 | 147.994964382612 |
| 2000-05-01 | 148.175166596497 |
| 2000-06-01 | 148.126126496273 |
| 2000-07-01 | 148.995148805119 |
| 2000-08-01 | 149.928132681915 |
| 2000-09-01 | 150.300417415682 |
| 2000-10-01 | 150.818782040617 |
| 2000-11-01 | 150.698571155222 |
| 2000-12-01 | 150.607117496147 |
| 2001-01-01 | 150.961393515659 |
| 2001-02-01 | 151.256404491299 |
| 2001-03-01 | 151.273138731729 |
| 2001-04-01 | 151.228094899295 |
| 2001-05-01 | 151.407322472627 |
| 2001-06-01 | 152.070177112236 |
| 2001-07-01 | 151.707424075511 |
| 2001-08-01 | 152.030168350346 |
| 2001-09-01 | 151.518241783746 |
| 2001-10-01 | 150.808667413201 |
| 2001-11-01 | 150.932816301427 |
| 2001-12-01 | 151.151368667332 |
| 2002-01-01 | 150.883310838380 |
| 2002-02-01 | 151.459345435716 |
| 2002-03-01 | 151.987759170708 |
| 2002-04-01 | 152.321764572480 |
| 2002-05-01 | 152.638638481744 |
| 2002-06-01 | 153.338688470632 |
| 2002-07-01 | 152.486097578295 |
| 2002-08-01 | 152.420132226564 |
| 2002-09-01 | 152.925578045193 |
| 2002-10-01 | 152.907304075188 |
| 2002-11-01 | 153.041112452014 |
| 2002-12-01 | 153.202417336032 |
| 2003-01-01 | 156.156286072362 |
| 2003-02-01 | 155.585815848735 |
| 2003-03-01 | 155.448516991941 |
| 2003-04-01 | 154.550593946438 |
| 2003-05-01 | 153.928724822572 |
| 2003-06-01 | 153.832990619938 |
| 2003-07-01 | 154.152977742225 |
| 2003-08-01 | 153.537547960737 |
| 2003-09-01 | 153.488927589562 |
| 2003-10-01 | 153.164174727631 |
| 2003-11-01 | 153.237215604398 |
| 2003-12-01 | 153.610467720733 |
| 2004-01-01 | 153.597310314748 |
| 2004-02-01 | 153.552428125686 |
| 2004-03-01 | 154.103133044197 |
| 2004-04-01 | 154.433711152832 |
| 2004-05-01 | 154.799683226960 |
| 2004-06-01 | 154.623352652426 |
| 2004-07-01 | 155.625358262939 |
| 2004-08-01 | 155.494067488560 |
| 2004-09-01 | 155.214801780474 |
| 2004-10-01 | 155.390872601131 |
| 2004-11-01 | 155.715700865964 |
| 2004-12-01 | 155.840930863486 |
| 2005-01-01 | 155.052417935240 |
| 2005-02-01 | 155.682909208845 |
| 2005-03-01 | 155.772340352066 |
| 2005-04-01 | 156.284002503152 |
| 2005-05-01 | 156.922559307641 |
| 2005-06-01 | 157.325004953033 |
| 2005-07-01 | 157.943991390024 |
| 2005-08-01 | 158.787830310045 |
| 2005-09-01 | 159.493353434933 |
| 2005-10-01 | 159.686888173035 |
| 2005-11-01 | 160.390834068718 |
| 2005-12-01 | 160.689731116986 |
| 2006-01-01 | 161.310370296492 |
| 2006-02-01 | 161.864041470368 |
| 2006-03-01 | 162.023611753713 |
| 2006-04-01 | 162.548219248122 |
| 2006-05-01 | 162.728178653775 |
| 2006-06-01 | 163.301586570372 |
| 2006-07-01 | 163.889350499251 |
| 2006-08-01 | 163.924379353364 |
| 2006-09-01 | 164.301165927137 |
| 2006-10-01 | 164.899183283951 |
| 2006-11-01 | 164.781298827310 |
| 2006-12-01 | 165.044850134142 |
| 2007-01-01 | 165.751534654683 |
| 2007-02-01 | 166.204966368808 |
| 2007-03-01 | 166.803550585249 |
| 2007-04-01 | 167.192066278192 |
| 2007-05-01 | 167.298782453192 |
| 2007-06-01 | 167.897069409403 |
| 2007-07-01 | 167.888839879421 |
| 2007-08-01 | 168.097575316355 |
| 2007-09-01 | 167.839335050861 |
| 2007-10-01 | 168.925397036286 |
| 2007-11-01 | 169.204096287118 |
| 2007-12-01 | 169.469943086876 |
| 2008-01-01 | 168.838389713400 |
| 2008-02-01 | 169.848382075372 |
| 2008-03-01 | 169.700007385690 |
| 2008-04-01 | 171.015781775789 |
| 2008-05-01 | 171.201512106258 |
| 2008-06-01 | 171.241097223075 |
| 2008-07-01 | 171.618582969783 |
| 2008-08-01 | 172.171483899837 |
| 2008-09-01 | 172.864341210496 |
| 2008-10-01 | 173.094690494313 |
| 2008-11-01 | 173.628380564202 |
| 2008-12-01 | 174.029257875951 |
| 2009-01-01 | 174.338794439851 |
| 2009-02-01 | 174.706301483116 |
| 2009-03-01 | 174.283043345771 |
| 2009-04-01 | 174.021154999466 |
| 2009-05-01 | 174.011542552919 |
| 2009-06-01 | 173.934363318140 |
| 2009-07-01 | 173.903561883367 |
| 2009-08-01 | 173.424414281022 |
| 2009-09-01 | 173.142066090349 |
| 2009-10-01 | 173.372391852709 |
| 2009-11-01 | 173.429556247196 |
| 2009-12-01 | 173.218793817475 |
| 2010-01-01 | 173.876841633588 |
| 2010-02-01 | 173.842872654885 |
| 2010-03-01 | 174.665506587281 |
| 2010-04-01 | 174.836641639486 |
| 2010-05-01 | 176.673077384719 |
| 2010-06-01 | 176.246276754644 |
| 2010-07-01 | 176.608041848635 |
| 2010-08-01 | 177.390073605467 |
| 2010-09-01 | 177.255500060876 |
| 2010-10-01 | 178.137816741713 |
| 2010-11-01 | 178.347885509818 |
| 2010-12-01 | 178.992258855115 |
| 2011-01-01 | 179.365971486018 |
| 2011-02-01 | 179.029074997606 |
| 2011-03-01 | 179.385717967744 |
| 2011-04-01 | 179.573032104294 |
| 2011-05-01 | 179.149908249008 |
| 2011-06-01 | 178.852432506603 |
| 2011-07-01 | 179.532554300754 |
| 2011-08-01 | 179.570755686157 |
| 2011-09-01 | 179.637348314244 |
| 2011-10-01 | 179.114460759726 |
| 2011-11-01 | 179.223261293589 |
| 2011-12-01 | 179.650969079522 |
| 2012-01-01 | 179.907426085848 |
| 2012-02-01 | 180.611873173992 |
| 2012-03-01 | 180.672537623114 |
| 2012-04-01 | 181.205144237600 |
| 2012-05-01 | 181.333892744136 |
| 2012-06-01 | 181.651552107540 |
| 2012-07-01 | 181.649137928240 |
| 2012-08-01 | 181.881543030874 |
| 2012-09-01 | 182.104377363943 |
| 2012-10-01 | 182.240887272323 |
| 2012-11-01 | 182.341953680277 |
| 2012-12-01 | 182.701710267109 |
| 2013-01-01 | 181.989273381188 |
| 2013-02-01 | 182.501652094234 |
| 2013-03-01 | 182.636165095002 |
| 2013-04-01 | 182.062117790255 |
| 2013-05-01 | 182.076308205598 |
| 2013-06-01 | 182.450200073301 |
| 2013-07-01 | 181.858986281577 |
| 2013-08-01 | 182.386106947516 |
| 2013-09-01 | 183.076696068124 |
| 2013-10-01 | 182.728277949835 |
| 2013-11-01 | 183.469097343526 |
| 2013-12-01 | 183.045943767252 |
| 2014-01-01 | 183.780778171759 |
| 2014-02-01 | 183.662989794507 |
| 2014-03-01 | 184.335018887044 |
| 2014-04-01 | 184.564375001411 |
| 2014-05-01 | 184.949221507119 |
| 2014-06-01 | 185.108231122815 |
| 2014-07-01 | 185.518131900637 |
| 2014-08-01 | 185.876426607901 |
| 2014-09-01 | 186.149410972724 |
| 2014-10-01 | 186.843009391946 |
| 2014-11-01 | 186.784860039190 |
| 2014-12-01 | 186.903419995225 |
| 2015-01-01 | 186.750326805003 |
| 2015-02-01 | 187.244681000037 |
| 2015-03-01 | 187.027985816086 |
| 2015-04-01 | 187.909214786511 |
| 2015-05-01 | 188.356178058969 |
| 2015-06-01 | 188.259987197673 |
| 2015-07-01 | 188.438548133375 |
| 2015-08-01 | 188.589720359716 |
| 2015-09-01 | 188.840014877577 |
| 2015-10-01 | 189.858676267192 |
| 2015-11-01 | 190.250589483402 |
| 2015-12-01 | 190.750186665209 |
| 2016-01-01 | 190.997183444981 |
| 2016-02-01 | 191.236090751003 |
| 2016-03-01 | 191.917880740175 |
| 2016-04-01 | 193.159893008406 |
| 2016-05-01 | 193.309619947692 |
| 2016-06-01 | 192.728626586262 |
| 2016-07-01 | 193.911668528718 |
| 2016-08-01 | 194.263135650345 |
| 2016-09-01 | 195.442827475133 |
| 2016-10-01 | 195.109098270363 |
| 2016-11-01 | 195.420499621689 |
| 2016-12-01 | 196.003816383084 |
| 2017-01-01 | 198.222829435917 |
| 2017-02-01 | 198.138547058158 |
| 2017-03-01 | 198.583305443846 |
| 2017-04-01 | 199.031168300828 |
| 2017-05-01 | 199.159568006450 |
| 2017-06-01 | 200.528873279250 |
| 2017-07-01 | 200.871985816623 |
| 2017-08-01 | 201.624052939250 |
| 2017-09-01 | 202.434020547316 |
| 2017-10-01 | 202.245741496135 |
| 2017-11-01 | 203.422793016526 |
| 2017-12-01 | 204.167771685478 |
| 2018-01-01 | 204.346442571101 |
| 2018-02-01 | 205.537866390502 |
| 2018-03-01 | 205.982345002117 |
| 2018-04-01 | 206.565846118520 |
| 2018-05-01 | 207.215628653603 |
| 2018-06-01 | 208.463297705003 |
| 2018-07-01 | 209.232905292944 |
| 2018-08-01 | 210.218074213689 |
| 2018-09-01 | 210.741399635789 |
| 2018-10-01 | 211.387220594085 |
| 2018-11-01 | 211.911796452935 |
| 2018-12-01 | 212.365746906817 |
| 2019-01-01 | 212.986433044964 |
| 2019-02-01 | 212.956821706115 |
| 2019-03-01 | 213.835801552395 |
| 2019-04-01 | 214.325211850622 |
| 2019-05-01 | 214.995578530055 |
| 2019-06-01 | 215.455442834511 |
| 2019-07-01 | 215.804738324421 |
| 2019-08-01 | 216.764623422076 |
| 2019-09-01 | 215.948795202637 |
| 2019-10-01 | 216.730245741640 |
| 2019-11-01 | 217.354165701259 |
| 2019-12-01 | 217.491093594335 |
| 2020-01-01 | 218.129480014732 |
| 2020-02-01 | 218.068447275462 |
| 2020-03-01 | 217.165717319830 |
| 2020-04-01 | 196.665615762613 |
| 2020-05-01 | 198.265151607241 |
| 2020-06-01 | 202.112810951505 |
| 2020-07-01 | 203.102485596233 |
| 2020-08-01 | 204.093608606769 |
| 2020-09-01 | 205.176236283618 |
| 2020-10-01 | 205.961772483707 |
| 2020-11-01 | 206.233542934860 |
| 2020-12-01 | 206.749729170592 |
| 2021-01-01 | 207.024403790897 |
| 2021-02-01 | 207.818573132436 |
| 2021-03-01 | 208.354951583860 |
| 2021-04-01 | 208.618119298332 |
| 2021-05-01 | 208.341883813374 |
| 2021-06-01 | 208.359217467466 |
| 2021-07-01 | 208.920753311704 |
| 2021-08-01 | 209.185779458025 |
| 2021-09-01 | 209.020020978589 |
| 2021-10-01 | 210.662510649016 |
| 2021-11-01 | 211.022684768382 |
| 2021-12-01 | 211.640002946207 |
| 2022-01-01 | 211.650033991139 |
| 2022-02-01 | 213.264440507783 |
| 2022-03-01 | 214.407276816183 |
| 2022-04-01 | 215.642435760475 |
| 2022-05-01 | 216.596358629055 |
| 2022-06-01 | 216.274283659589 |
| 2022-07-01 | 219.851397543713 |
| 2022-08-01 | 219.972219385678 |
| 2022-09-01 | 221.522345806064 |
| 2022-10-01 | 221.544154917040 |
| 2022-11-01 | 222.192658861045 |
| 2022-12-01 | 222.160011550475 |
| 2023-01-01 | 223.977385042175 |
| 2023-02-01 | 224.875687567024 |
| 2023-03-01 | 225.564561622397 |
| 2023-04-01 | 226.993127065626 |
| 2023-05-01 | 228.053889869969 |
| 2023-06-01 | 229.847240315257 |
| 2023-07-01 | 232.020871723516 |
| 2023-08-01 | 232.685762723345 |
| 2023-09-01 | 233.730293513838 |
| 2023-10-01 | 234.661346434483 |
| 2023-11-01 | 235.838723705731 |
| 2023-12-01 | 237.039598802668 |
| 2024-01-01 | 237.835290882651 |
| 2024-02-01 | 238.971493840209 |
| 2024-03-01 | 240.232575621486 |
| 2024-04-01 | 240.773563177170 |
| 2024-05-01 | 242.360959101020 |
| 2024-06-01 | 243.621777802459 |
| 2024-07-01 | 244.110560337811 |
| 2024-08-01 | 245.266181691011 |
| 2024-09-01 | 245.874336828247 |
| 2024-10-01 | 245.948581674897 |
| 2024-11-01 | 247.742817233830 |
| 2024-12-01 | 248.416168434349 |
| 2025-01-01 | 249.352373673369 |
| 2025-02-01 | 250.058327192771 |
| 2025-03-01 | 250.945406809102 |
| 2025-04-01 | 250.941761791258 |
| 2025-05-01 | 250.753437612459 |
| 2025-06-01 | 251.106231409905 |
| 2025-07-01 | 252.427536842818 |
| 2025-08-01 | 253.236460311209 |
| 2025-09-01 | 253.676986186891 |
| 2025-10-01 | 254.169478739259 |
| 2025-11-01 | 254.624627320536 |
| 2025-12-01 | 255.331492914391 |
| 2026-01-01 | 256.269064857807 |
| 2026-02-01 | 255.665425994764 |
| 2026-03-01 | 255.472809794102 |
| 2026-04-01 | 256.321723473177 |
| 2026-05-01 | 256.684955686228 |
| 2026-06-01 | 257.629351483661 |
| 2026-07-01 | 255.412470422535 |