Table Data - All Employees: Education and Health Services: Private Education and Health Services in Philadelphia, PA (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Philadelphia, PA (MD) |
|---|---|
| Series ID | SMU42379646500000001SA |
| 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 6:44 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 | 178.092446800701 |
| 1990-02-01 | 178.610771723396 |
| 1990-03-01 | 179.227082402491 |
| 1990-04-01 | 179.047549364232 |
| 1990-05-01 | 179.665307886677 |
| 1990-06-01 | 180.266398729453 |
| 1990-07-01 | 181.868860903638 |
| 1990-08-01 | 182.483205909879 |
| 1990-09-01 | 183.377445542156 |
| 1990-10-01 | 182.811556531007 |
| 1990-11-01 | 183.419465858174 |
| 1990-12-01 | 182.823438305405 |
| 1991-01-01 | 184.539113419024 |
| 1991-02-01 | 185.505344157136 |
| 1991-03-01 | 186.030630402702 |
| 1991-04-01 | 186.479807667910 |
| 1991-05-01 | 186.531721382317 |
| 1991-06-01 | 187.193263834195 |
| 1991-07-01 | 186.696549705744 |
| 1991-08-01 | 187.369286016916 |
| 1991-09-01 | 189.076429770874 |
| 1991-10-01 | 190.051277263894 |
| 1991-11-01 | 190.894558859738 |
| 1991-12-01 | 190.794278630174 |
| 1992-01-01 | 192.308916027083 |
| 1992-02-01 | 192.343805421879 |
| 1992-03-01 | 192.811601437054 |
| 1992-04-01 | 193.927856718892 |
| 1992-05-01 | 194.702453526965 |
| 1992-06-01 | 194.971778261900 |
| 1992-07-01 | 195.052528207173 |
| 1992-08-01 | 194.907123753303 |
| 1992-09-01 | 194.933730554041 |
| 1992-10-01 | 195.192644162545 |
| 1992-11-01 | 195.663494311991 |
| 1992-12-01 | 195.994166861900 |
| 1993-01-01 | 196.640032300650 |
| 1993-02-01 | 196.119421669115 |
| 1993-03-01 | 196.280328712634 |
| 1993-04-01 | 196.082414075865 |
| 1993-05-01 | 196.680104102765 |
| 1993-06-01 | 197.107461559214 |
| 1993-07-01 | 197.825309974356 |
| 1993-08-01 | 198.300526061589 |
| 1993-09-01 | 197.391696382404 |
| 1993-10-01 | 199.191828793447 |
| 1993-11-01 | 198.964090815560 |
| 1993-12-01 | 199.652016633090 |
| 1994-01-01 | 200.035672765395 |
| 1994-02-01 | 200.414905956610 |
| 1994-03-01 | 200.645599123203 |
| 1994-04-01 | 201.121176912460 |
| 1994-05-01 | 201.409349277766 |
| 1994-06-01 | 201.800798819191 |
| 1994-07-01 | 201.609794677185 |
| 1994-08-01 | 201.774802973839 |
| 1994-09-01 | 201.883958692478 |
| 1994-10-01 | 201.569665754616 |
| 1994-11-01 | 201.584026631288 |
| 1994-12-01 | 200.477031087755 |
| 1995-01-01 | 202.203973638249 |
| 1995-02-01 | 203.650526390877 |
| 1995-03-01 | 204.224248383664 |
| 1995-04-01 | 201.676961929494 |
| 1995-05-01 | 203.087438342652 |
| 1995-06-01 | 203.327417983644 |
| 1995-07-01 | 203.611735740031 |
| 1995-08-01 | 204.130934753105 |
| 1995-09-01 | 200.233730255845 |
| 1995-10-01 | 203.718865126020 |
| 1995-11-01 | 204.061048425221 |
| 1995-12-01 | 203.809649502829 |
| 1996-01-01 | 201.873206200642 |
| 1996-02-01 | 204.150122693465 |
| 1996-03-01 | 205.241922094636 |
| 1996-04-01 | 205.077905165991 |
| 1996-05-01 | 205.524850842269 |
| 1996-06-01 | 205.503413860634 |
| 1996-07-01 | 206.026798889366 |
| 1996-08-01 | 206.077297369554 |
| 1996-09-01 | 206.708635845006 |
| 1996-10-01 | 207.350673122267 |
| 1996-11-01 | 208.275891428127 |
| 1996-12-01 | 207.726803151815 |
| 1997-01-01 | 205.887678205729 |
| 1997-02-01 | 206.427172869521 |
| 1997-03-01 | 205.868362244000 |
| 1997-04-01 | 206.466189123289 |
| 1997-05-01 | 205.764628217562 |
| 1997-06-01 | 205.936149026040 |
| 1997-07-01 | 206.371273661148 |
| 1997-08-01 | 207.067827747915 |
| 1997-09-01 | 208.584521851283 |
| 1997-10-01 | 209.523348671536 |
| 1997-11-01 | 210.108735797521 |
| 1997-12-01 | 210.737301673234 |
| 1998-01-01 | 211.398388489171 |
| 1998-02-01 | 211.442894233280 |
| 1998-03-01 | 211.767742627609 |
| 1998-04-01 | 212.593376797811 |
| 1998-05-01 | 212.550226250513 |
| 1998-06-01 | 212.255799095281 |
| 1998-07-01 | 211.906482744996 |
| 1998-08-01 | 212.228936442439 |
| 1998-09-01 | 211.964875884671 |
| 1998-10-01 | 212.822198260762 |
| 1998-11-01 | 213.050079504699 |
| 1998-12-01 | 213.301321736120 |
| 1999-01-01 | 212.848934145966 |
| 1999-02-01 | 213.439759599685 |
| 1999-03-01 | 214.053736763585 |
| 1999-04-01 | 214.666003704402 |
| 1999-05-01 | 217.226137548182 |
| 1999-06-01 | 216.878703967477 |
| 1999-07-01 | 216.884356377854 |
| 1999-08-01 | 216.373983755154 |
| 1999-09-01 | 216.433184665427 |
| 1999-10-01 | 216.378939636336 |
| 1999-11-01 | 216.920864774006 |
| 1999-12-01 | 217.692249029462 |
| 2000-01-01 | 219.644255440956 |
| 2000-02-01 | 218.681661474080 |
| 2000-03-01 | 219.057978921991 |
| 2000-04-01 | 219.006246336065 |
| 2000-05-01 | 219.673412383317 |
| 2000-06-01 | 219.211540114561 |
| 2000-07-01 | 220.408295715596 |
| 2000-08-01 | 222.047714329552 |
| 2000-09-01 | 221.190681125439 |
| 2000-10-01 | 220.950645965510 |
| 2000-11-01 | 219.866484724813 |
| 2000-12-01 | 221.639198343291 |
| 2001-01-01 | 223.812008693370 |
| 2001-02-01 | 223.703279351646 |
| 2001-03-01 | 223.731711764334 |
| 2001-04-01 | 223.462582230787 |
| 2001-05-01 | 223.489219687645 |
| 2001-06-01 | 224.436695968545 |
| 2001-07-01 | 224.178361513695 |
| 2001-08-01 | 225.353745308850 |
| 2001-09-01 | 224.544752256189 |
| 2001-10-01 | 224.797041126586 |
| 2001-11-01 | 224.994356761494 |
| 2001-12-01 | 224.655281844285 |
| 2002-01-01 | 224.510879196965 |
| 2002-02-01 | 224.625520239806 |
| 2002-03-01 | 225.191869527116 |
| 2002-04-01 | 225.495291640220 |
| 2002-05-01 | 226.372643507590 |
| 2002-06-01 | 227.660406868294 |
| 2002-07-01 | 228.113366021592 |
| 2002-08-01 | 228.641799758066 |
| 2002-09-01 | 229.374157069231 |
| 2002-10-01 | 229.379880854860 |
| 2002-11-01 | 229.675963531943 |
| 2002-12-01 | 228.922091919190 |
| 2003-01-01 | 231.784603087983 |
| 2003-02-01 | 231.530889553568 |
| 2003-03-01 | 232.100935150127 |
| 2003-04-01 | 231.817371429844 |
| 2003-05-01 | 231.577157788005 |
| 2003-06-01 | 232.131002926322 |
| 2003-07-01 | 231.534807085613 |
| 2003-08-01 | 231.801354035283 |
| 2003-09-01 | 231.401562760401 |
| 2003-10-01 | 231.017969431835 |
| 2003-11-01 | 231.234525277381 |
| 2003-12-01 | 231.090310731037 |
| 2004-01-01 | 225.825698558094 |
| 2004-02-01 | 227.033537688778 |
| 2004-03-01 | 228.772590510614 |
| 2004-04-01 | 228.737343619938 |
| 2004-05-01 | 228.334906118250 |
| 2004-06-01 | 228.216551493327 |
| 2004-07-01 | 229.098534760163 |
| 2004-08-01 | 229.242075528639 |
| 2004-09-01 | 229.093321402884 |
| 2004-10-01 | 229.640408960940 |
| 2004-11-01 | 229.472453980444 |
| 2004-12-01 | 230.525160719653 |
| 2005-01-01 | 229.300623459690 |
| 2005-02-01 | 229.685467131405 |
| 2005-03-01 | 229.583854826850 |
| 2005-04-01 | 231.473866615539 |
| 2005-05-01 | 231.233755080799 |
| 2005-06-01 | 230.467603053167 |
| 2005-07-01 | 231.613776945567 |
| 2005-08-01 | 231.983308136951 |
| 2005-09-01 | 233.873725215485 |
| 2005-10-01 | 234.730149733538 |
| 2005-11-01 | 235.830768922599 |
| 2005-12-01 | 236.153298230891 |
| 2006-01-01 | 235.922413593581 |
| 2006-02-01 | 236.315730821057 |
| 2006-03-01 | 236.313867082450 |
| 2006-04-01 | 236.875358481879 |
| 2006-05-01 | 237.437167844908 |
| 2006-06-01 | 238.151205809427 |
| 2006-07-01 | 238.344540073415 |
| 2006-08-01 | 238.403514094205 |
| 2006-09-01 | 239.898144887992 |
| 2006-10-01 | 239.997255039346 |
| 2006-11-01 | 240.285148426396 |
| 2006-12-01 | 240.073106747565 |
| 2007-01-01 | 241.568799621678 |
| 2007-02-01 | 241.347468458033 |
| 2007-03-01 | 244.390997989549 |
| 2007-04-01 | 242.764980274510 |
| 2007-05-01 | 243.681866357542 |
| 2007-06-01 | 244.192118888886 |
| 2007-07-01 | 244.743308543954 |
| 2007-08-01 | 245.164112021960 |
| 2007-09-01 | 244.881592146238 |
| 2007-10-01 | 246.374022585092 |
| 2007-11-01 | 246.357127805222 |
| 2007-12-01 | 246.852684449732 |
| 2008-01-01 | 245.443481633527 |
| 2008-02-01 | 248.032816632779 |
| 2008-03-01 | 248.072657332770 |
| 2008-04-01 | 249.443627166405 |
| 2008-05-01 | 249.248184397138 |
| 2008-06-01 | 249.155546907024 |
| 2008-07-01 | 249.990127389316 |
| 2008-08-01 | 250.894485295916 |
| 2008-09-01 | 251.755428303217 |
| 2008-10-01 | 251.829126906547 |
| 2008-11-01 | 252.668938164463 |
| 2008-12-01 | 253.626723906431 |
| 2009-01-01 | 254.115239529902 |
| 2009-02-01 | 254.358019021008 |
| 2009-03-01 | 253.476966682204 |
| 2009-04-01 | 252.663893471348 |
| 2009-05-01 | 252.437657335873 |
| 2009-06-01 | 252.791625459653 |
| 2009-07-01 | 253.857165121707 |
| 2009-08-01 | 252.982447877029 |
| 2009-09-01 | 251.450096144153 |
| 2009-10-01 | 252.358694724970 |
| 2009-11-01 | 252.458568462487 |
| 2009-12-01 | 252.206254614979 |
| 2010-01-01 | 253.239071374416 |
| 2010-02-01 | 252.445742084605 |
| 2010-03-01 | 253.181079872120 |
| 2010-04-01 | 253.996693319861 |
| 2010-05-01 | 255.524389675282 |
| 2010-06-01 | 256.338459466987 |
| 2010-07-01 | 257.243097524353 |
| 2010-08-01 | 257.498938025543 |
| 2010-09-01 | 255.648111584947 |
| 2010-10-01 | 258.698729887676 |
| 2010-11-01 | 258.993189050686 |
| 2010-12-01 | 259.395886224123 |
| 2011-01-01 | 258.904654190840 |
| 2011-02-01 | 260.129193746963 |
| 2011-03-01 | 261.093599585122 |
| 2011-04-01 | 260.794014039338 |
| 2011-05-01 | 261.087814274222 |
| 2011-06-01 | 261.126053158537 |
| 2011-07-01 | 261.435330285079 |
| 2011-08-01 | 261.355323129432 |
| 2011-09-01 | 260.979367698386 |
| 2011-10-01 | 260.433135894648 |
| 2011-11-01 | 260.948120586471 |
| 2011-12-01 | 261.830209908026 |
| 2012-01-01 | 261.711023079169 |
| 2012-02-01 | 261.911142619924 |
| 2012-03-01 | 264.272648884698 |
| 2012-04-01 | 262.881241456726 |
| 2012-05-01 | 262.804198502925 |
| 2012-06-01 | 262.724655952312 |
| 2012-07-01 | 262.331713861206 |
| 2012-08-01 | 262.551559112683 |
| 2012-09-01 | 263.162439698526 |
| 2012-10-01 | 263.910666283044 |
| 2012-11-01 | 263.462183306988 |
| 2012-12-01 | 263.617900122219 |
| 2013-01-01 | 263.396036585726 |
| 2013-02-01 | 263.859222239469 |
| 2013-03-01 | 266.147298472114 |
| 2013-04-01 | 263.146536527099 |
| 2013-05-01 | 262.704017969494 |
| 2013-06-01 | 263.442449040696 |
| 2013-07-01 | 263.331883467551 |
| 2013-08-01 | 263.524382702971 |
| 2013-09-01 | 265.352440773783 |
| 2013-10-01 | 264.436084920412 |
| 2013-11-01 | 265.838335770836 |
| 2013-12-01 | 264.847329122053 |
| 2014-01-01 | 265.489296544607 |
| 2014-02-01 | 265.532214622084 |
| 2014-03-01 | 266.297450678131 |
| 2014-04-01 | 267.824306464860 |
| 2014-05-01 | 267.867399988007 |
| 2014-06-01 | 268.542596020067 |
| 2014-07-01 | 269.368096540684 |
| 2014-08-01 | 270.309981135410 |
| 2014-09-01 | 270.174712812017 |
| 2014-10-01 | 270.686045792015 |
| 2014-11-01 | 271.408180653686 |
| 2014-12-01 | 271.248540734555 |
| 2015-01-01 | 271.918899938903 |
| 2015-02-01 | 271.979733609224 |
| 2015-03-01 | 271.974565818661 |
| 2015-04-01 | 272.328448469325 |
| 2015-05-01 | 272.581485423765 |
| 2015-06-01 | 273.254128020979 |
| 2015-07-01 | 273.164721998496 |
| 2015-08-01 | 273.018339541768 |
| 2015-09-01 | 272.439752106144 |
| 2015-10-01 | 274.407337929346 |
| 2015-11-01 | 274.852736947473 |
| 2015-12-01 | 275.610170819467 |
| 2016-01-01 | 276.008417772745 |
| 2016-02-01 | 276.391539107105 |
| 2016-03-01 | 277.199056252689 |
| 2016-04-01 | 278.976397186331 |
| 2016-05-01 | 279.665082598712 |
| 2016-06-01 | 279.750905850677 |
| 2016-07-01 | 281.125372868231 |
| 2016-08-01 | 281.721406130334 |
| 2016-09-01 | 282.702616113607 |
| 2016-10-01 | 282.822503131454 |
| 2016-11-01 | 283.063329109224 |
| 2016-12-01 | 284.151532415958 |
| 2017-01-01 | 285.134076165394 |
| 2017-02-01 | 285.601168097941 |
| 2017-03-01 | 286.064147371214 |
| 2017-04-01 | 285.732993141743 |
| 2017-05-01 | 286.230413471828 |
| 2017-06-01 | 285.706182267576 |
| 2017-07-01 | 287.438096475345 |
| 2017-08-01 | 287.466117026920 |
| 2017-09-01 | 288.825225450404 |
| 2017-10-01 | 288.990304533158 |
| 2017-11-01 | 290.662128089380 |
| 2017-12-01 | 292.922008562372 |
| 2018-01-01 | 291.310739639575 |
| 2018-02-01 | 293.326140660502 |
| 2018-03-01 | 293.747188607211 |
| 2018-04-01 | 294.345505567174 |
| 2018-05-01 | 295.172683786942 |
| 2018-06-01 | 296.048868594112 |
| 2018-07-01 | 296.310883651098 |
| 2018-08-01 | 297.661280430681 |
| 2018-09-01 | 298.568731715981 |
| 2018-10-01 | 299.647387479700 |
| 2018-11-01 | 299.165213305816 |
| 2018-12-01 | 299.629311860277 |
| 2019-01-01 | 301.263995846921 |
| 2019-02-01 | 300.451020392973 |
| 2019-03-01 | 302.127664360316 |
| 2019-04-01 | 302.431479561079 |
| 2019-05-01 | 302.349070482902 |
| 2019-06-01 | 302.145488662837 |
| 2019-07-01 | 300.326415261037 |
| 2019-08-01 | 301.776565122549 |
| 2019-09-01 | 302.795175084861 |
| 2019-10-01 | 303.809621596456 |
| 2019-11-01 | 304.421889038595 |
| 2019-12-01 | 305.691411627603 |
| 2020-01-01 | 305.546572560353 |
| 2020-02-01 | 306.542639632660 |
| 2020-03-01 | 304.768958001170 |
| 2020-04-01 | 277.846170154717 |
| 2020-05-01 | 278.569374728715 |
| 2020-06-01 | 283.468877522877 |
| 2020-07-01 | 283.416593041725 |
| 2020-08-01 | 284.153938814002 |
| 2020-09-01 | 283.765114812136 |
| 2020-10-01 | 283.674027735689 |
| 2020-11-01 | 284.881386198102 |
| 2020-12-01 | 282.690111744577 |
| 2021-01-01 | 285.318923632469 |
| 2021-02-01 | 283.143696920224 |
| 2021-03-01 | 289.568241119127 |
| 2021-04-01 | 289.553960425540 |
| 2021-05-01 | 291.331141445456 |
| 2021-06-01 | 290.909007936049 |
| 2021-07-01 | 290.646542372782 |
| 2021-08-01 | 291.637503781571 |
| 2021-09-01 | 291.581233291633 |
| 2021-10-01 | 294.495823550301 |
| 2021-11-01 | 295.143236524815 |
| 2021-12-01 | 296.825689016604 |
| 2022-01-01 | 295.807729372845 |
| 2022-02-01 | 298.541306481482 |
| 2022-03-01 | 299.760258945846 |
| 2022-04-01 | 302.203780797836 |
| 2022-05-01 | 303.122402615436 |
| 2022-06-01 | 302.008927201385 |
| 2022-07-01 | 305.403087965109 |
| 2022-08-01 | 307.028805555899 |
| 2022-09-01 | 309.253164365790 |
| 2022-10-01 | 309.511961362077 |
| 2022-11-01 | 310.133597639089 |
| 2022-12-01 | 310.991652832369 |
| 2023-01-01 | 312.111579860186 |
| 2023-02-01 | 313.571427974577 |
| 2023-03-01 | 316.115366303858 |
| 2023-04-01 | 316.649960675244 |
| 2023-05-01 | 317.296649603794 |
| 2023-06-01 | 318.342000124222 |
| 2023-07-01 | 320.583133745851 |
| 2023-08-01 | 322.313234809554 |
| 2023-09-01 | 323.951687791663 |
| 2023-10-01 | 324.711510615867 |
| 2023-11-01 | 326.111393771571 |
| 2023-12-01 | 328.241154004387 |
| 2024-01-01 | 325.145247725929 |
| 2024-02-01 | 328.694671343436 |
| 2024-03-01 | 326.982910129157 |
| 2024-04-01 | 327.676701533071 |
| 2024-05-01 | 328.843267319743 |
| 2024-06-01 | 330.043819214238 |
| 2024-07-01 | 331.041509348574 |
| 2024-08-01 | 330.990986294019 |
| 2024-09-01 | 331.538632935219 |
| 2024-10-01 | 331.525605219749 |
| 2024-11-01 | 332.898566415913 |
| 2024-12-01 | 333.451287475421 |
| 2025-01-01 | 336.001749413284 |
| 2025-02-01 | 336.949563373478 |
| 2025-03-01 | 337.622513829019 |
| 2025-04-01 | 337.450308320690 |
| 2025-05-01 | 336.306038532690 |
| 2025-06-01 | 340.172405349795 |
| 2025-07-01 | 340.150887178096 |
| 2025-08-01 | 340.688383736811 |
| 2025-09-01 | 340.631778328055 |
| 2025-10-01 | 341.436894511590 |
| 2025-11-01 | 341.632229581354 |
| 2025-12-01 | 342.661761388737 |
| 2026-01-01 | 345.240473622100 |
| 2026-02-01 | 342.262570602853 |
| 2026-03-01 | 343.496578209749 |
| 2026-04-01 | 344.251608668463 |
| 2026-05-01 | 343.963171473870 |
| 2026-06-01 | 344.099364013309 |
| 2026-07-01 | 344.081672993495 |