Table Data - All Employees: Education and Health Services: Private Education and Health Services in Philadelphia-Camden-Wilmington, PA-NJ-DE-MD (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Philadelphia-Camden-Wilmington, PA-NJ-DE-MD (MSA) |
|---|---|
| Series ID | PHIL942EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:37 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 | 346.587800869416 |
| 1990-02-01 | 347.492429810597 |
| 1990-03-01 | 352.150158485582 |
| 1990-04-01 | 349.407765575589 |
| 1990-05-01 | 349.821058260104 |
| 1990-06-01 | 351.691852345647 |
| 1990-07-01 | 354.448257847709 |
| 1990-08-01 | 355.998261290940 |
| 1990-09-01 | 358.393147092045 |
| 1990-10-01 | 358.136010202325 |
| 1990-11-01 | 359.102463375973 |
| 1990-12-01 | 360.427600735183 |
| 1991-01-01 | 360.237607041789 |
| 1991-02-01 | 362.008619135506 |
| 1991-03-01 | 362.538165188229 |
| 1991-04-01 | 363.433556715499 |
| 1991-05-01 | 364.691058208077 |
| 1991-06-01 | 365.515504439018 |
| 1991-07-01 | 364.851013094120 |
| 1991-08-01 | 365.464842425501 |
| 1991-09-01 | 368.542540913440 |
| 1991-10-01 | 369.225861907233 |
| 1991-11-01 | 370.774735521482 |
| 1991-12-01 | 370.889658435102 |
| 1992-01-01 | 375.563526644368 |
| 1992-02-01 | 374.246045743713 |
| 1992-03-01 | 374.666621051531 |
| 1992-04-01 | 376.581918696695 |
| 1992-05-01 | 377.968919427254 |
| 1992-06-01 | 379.133454288762 |
| 1992-07-01 | 380.517464034089 |
| 1992-08-01 | 380.692323650250 |
| 1992-09-01 | 380.649350700872 |
| 1992-10-01 | 382.660802046306 |
| 1992-11-01 | 383.692078428495 |
| 1992-12-01 | 384.104887139945 |
| 1993-01-01 | 385.416262531706 |
| 1993-02-01 | 384.208130371730 |
| 1993-03-01 | 384.857909207178 |
| 1993-04-01 | 385.043643132427 |
| 1993-05-01 | 385.941354001005 |
| 1993-06-01 | 387.195471272878 |
| 1993-07-01 | 390.473100894047 |
| 1993-08-01 | 390.786384000604 |
| 1993-09-01 | 389.385014546892 |
| 1993-10-01 | 392.231375031058 |
| 1993-11-01 | 392.220208781304 |
| 1993-12-01 | 393.972404266961 |
| 1994-01-01 | 396.322478416957 |
| 1994-02-01 | 396.527107511959 |
| 1994-03-01 | 397.881679346055 |
| 1994-04-01 | 398.802580229832 |
| 1994-05-01 | 399.867733033660 |
| 1994-06-01 | 400.879442321453 |
| 1994-07-01 | 401.758514659648 |
| 1994-08-01 | 402.717762178114 |
| 1994-09-01 | 402.065368908382 |
| 1994-10-01 | 401.242808331071 |
| 1994-11-01 | 401.379437445025 |
| 1994-12-01 | 402.022942849083 |
| 1995-01-01 | 401.945346008752 |
| 1995-02-01 | 404.714829835462 |
| 1995-03-01 | 405.964040671200 |
| 1995-04-01 | 404.030743164885 |
| 1995-05-01 | 403.424896804171 |
| 1995-06-01 | 405.687871003707 |
| 1995-07-01 | 401.377927894515 |
| 1995-08-01 | 401.698062307486 |
| 1995-09-01 | 406.413643409867 |
| 1995-10-01 | 409.576239033816 |
| 1995-11-01 | 410.994800684796 |
| 1995-12-01 | 411.815557638234 |
| 1996-01-01 | 409.895162453068 |
| 1996-02-01 | 412.719167644653 |
| 1996-03-01 | 414.526746960630 |
| 1996-04-01 | 416.378651833244 |
| 1996-05-01 | 417.717332217359 |
| 1996-06-01 | 417.354129838306 |
| 1996-07-01 | 416.959060165316 |
| 1996-08-01 | 415.444290933995 |
| 1996-09-01 | 419.729856625836 |
| 1996-10-01 | 420.349716687990 |
| 1996-11-01 | 421.798648235937 |
| 1996-12-01 | 422.939401949538 |
| 1997-01-01 | 423.094949192976 |
| 1997-02-01 | 424.346258326177 |
| 1997-03-01 | 425.013814534665 |
| 1997-04-01 | 426.172126391086 |
| 1997-05-01 | 427.821015720935 |
| 1997-06-01 | 429.501642630122 |
| 1997-07-01 | 430.092543974789 |
| 1997-08-01 | 431.165112549445 |
| 1997-09-01 | 433.170990070974 |
| 1997-10-01 | 434.081794334149 |
| 1997-11-01 | 435.960533956749 |
| 1997-12-01 | 436.831883765072 |
| 1998-01-01 | 438.287064977760 |
| 1998-02-01 | 439.408107546606 |
| 1998-03-01 | 440.680637220691 |
| 1998-04-01 | 441.764461692631 |
| 1998-05-01 | 441.782680451686 |
| 1998-06-01 | 441.998915758700 |
| 1998-07-01 | 441.418799677299 |
| 1998-08-01 | 443.999079982414 |
| 1998-09-01 | 444.257198974024 |
| 1998-10-01 | 444.732560254599 |
| 1998-11-01 | 444.735444671091 |
| 1998-12-01 | 444.888985386618 |
| 1999-01-01 | 445.521334218523 |
| 1999-02-01 | 446.440415398484 |
| 1999-03-01 | 446.753580342946 |
| 1999-04-01 | 447.992386449588 |
| 1999-05-01 | 448.861047975562 |
| 1999-06-01 | 448.289509893845 |
| 1999-07-01 | 449.259680857294 |
| 1999-08-01 | 448.690729153817 |
| 1999-09-01 | 449.216259418190 |
| 1999-10-01 | 451.100288344927 |
| 1999-11-01 | 451.429526726375 |
| 1999-12-01 | 452.838868993040 |
| 2000-01-01 | 452.571717120561 |
| 2000-02-01 | 453.045947515373 |
| 2000-03-01 | 453.100435080332 |
| 2000-04-01 | 454.175893331818 |
| 2000-05-01 | 453.968676268225 |
| 2000-06-01 | 455.247878788338 |
| 2000-07-01 | 455.359925030797 |
| 2000-08-01 | 456.929506990952 |
| 2000-09-01 | 458.085064729113 |
| 2000-10-01 | 456.315542642723 |
| 2000-11-01 | 457.205114653294 |
| 2000-12-01 | 462.276945675790 |
| 2001-01-01 | 461.219394698116 |
| 2001-02-01 | 462.038919628682 |
| 2001-03-01 | 463.353434057164 |
| 2001-04-01 | 463.591306722012 |
| 2001-05-01 | 466.300382718080 |
| 2001-06-01 | 468.616719434878 |
| 2001-07-01 | 468.709792163695 |
| 2001-08-01 | 470.322630634284 |
| 2001-09-01 | 469.023423162848 |
| 2001-10-01 | 468.365048154306 |
| 2001-11-01 | 469.671821505430 |
| 2001-12-01 | 469.984144458614 |
| 2002-01-01 | 474.392507967705 |
| 2002-02-01 | 475.521942208645 |
| 2002-03-01 | 476.402538109466 |
| 2002-04-01 | 474.077783417618 |
| 2002-05-01 | 474.799554486335 |
| 2002-06-01 | 477.532563646739 |
| 2002-07-01 | 477.840457565317 |
| 2002-08-01 | 478.981799508449 |
| 2002-09-01 | 479.342777132271 |
| 2002-10-01 | 478.360194187083 |
| 2002-11-01 | 479.299939530008 |
| 2002-12-01 | 477.981065979005 |
| 2003-01-01 | 478.489883670675 |
| 2003-02-01 | 477.299809919575 |
| 2003-03-01 | 478.751234340261 |
| 2003-04-01 | 478.908689621914 |
| 2003-05-01 | 479.283060835088 |
| 2003-06-01 | 480.630904363193 |
| 2003-07-01 | 480.392357135260 |
| 2003-08-01 | 480.273143602502 |
| 2003-09-01 | 479.819642434842 |
| 2003-10-01 | 480.975666945407 |
| 2003-11-01 | 481.377078493189 |
| 2003-12-01 | 482.211849651749 |
| 2004-01-01 | 480.536258935794 |
| 2004-02-01 | 480.061155839675 |
| 2004-03-01 | 482.510441105943 |
| 2004-04-01 | 483.422987783090 |
| 2004-05-01 | 484.620793354442 |
| 2004-06-01 | 485.026878481079 |
| 2004-07-01 | 487.024840200039 |
| 2004-08-01 | 487.529017146848 |
| 2004-09-01 | 488.978012651434 |
| 2004-10-01 | 489.972145993196 |
| 2004-11-01 | 490.569167252611 |
| 2004-12-01 | 491.978388253836 |
| 2005-01-01 | 492.979090941341 |
| 2005-02-01 | 494.584807912642 |
| 2005-03-01 | 492.834138910950 |
| 2005-04-01 | 496.263582863784 |
| 2005-05-01 | 498.056664519649 |
| 2005-06-01 | 495.231081135619 |
| 2005-07-01 | 497.323467022825 |
| 2005-08-01 | 497.901894538877 |
| 2005-09-01 | 500.681237793106 |
| 2005-10-01 | 503.083796567015 |
| 2005-11-01 | 503.681051385224 |
| 2005-12-01 | 503.550173918427 |
| 2006-01-01 | 503.779148168004 |
| 2006-02-01 | 504.543971887917 |
| 2006-03-01 | 503.779860230108 |
| 2006-04-01 | 507.004755077612 |
| 2006-05-01 | 509.153028522975 |
| 2006-06-01 | 509.071943904258 |
| 2006-07-01 | 509.644170347889 |
| 2006-08-01 | 510.116322822507 |
| 2006-09-01 | 512.022915027303 |
| 2006-10-01 | 510.916650124251 |
| 2006-11-01 | 512.164004160177 |
| 2006-12-01 | 512.490667437715 |
| 2007-01-01 | 515.638457140885 |
| 2007-02-01 | 515.716294683390 |
| 2007-03-01 | 519.103714005625 |
| 2007-04-01 | 517.157164000943 |
| 2007-05-01 | 518.349785992241 |
| 2007-06-01 | 519.513861312640 |
| 2007-07-01 | 521.471208063644 |
| 2007-08-01 | 522.253716367173 |
| 2007-09-01 | 521.347153225103 |
| 2007-10-01 | 524.012364142996 |
| 2007-11-01 | 523.477540090397 |
| 2007-12-01 | 524.079093136142 |
| 2008-01-01 | 524.928924622273 |
| 2008-02-01 | 528.037114938294 |
| 2008-03-01 | 528.143005938640 |
| 2008-04-01 | 531.371978748699 |
| 2008-05-01 | 530.920679803031 |
| 2008-06-01 | 531.848403171103 |
| 2008-07-01 | 532.623128696031 |
| 2008-08-01 | 535.108527452128 |
| 2008-09-01 | 535.766836900067 |
| 2008-10-01 | 536.735808718366 |
| 2008-11-01 | 538.485096840549 |
| 2008-12-01 | 541.104145760919 |
| 2009-01-01 | 542.514215926574 |
| 2009-02-01 | 542.503041791576 |
| 2009-03-01 | 540.948246778221 |
| 2009-04-01 | 541.425816927670 |
| 2009-05-01 | 541.559737496912 |
| 2009-06-01 | 542.271927909090 |
| 2009-07-01 | 542.956469315107 |
| 2009-08-01 | 542.486292191830 |
| 2009-09-01 | 540.843409358913 |
| 2009-10-01 | 542.553825106239 |
| 2009-11-01 | 543.831154809969 |
| 2009-12-01 | 543.498722872876 |
| 2010-01-01 | 545.668729371367 |
| 2010-02-01 | 542.727179466320 |
| 2010-03-01 | 544.344287028065 |
| 2010-04-01 | 545.121212336478 |
| 2010-05-01 | 547.415437934506 |
| 2010-06-01 | 547.457845423422 |
| 2010-07-01 | 549.103483775562 |
| 2010-08-01 | 549.569323280819 |
| 2010-09-01 | 547.355220479284 |
| 2010-10-01 | 551.623203643417 |
| 2010-11-01 | 551.395480477577 |
| 2010-12-01 | 551.505826528932 |
| 2011-01-01 | 550.817240443205 |
| 2011-02-01 | 552.434560009878 |
| 2011-03-01 | 553.794266508803 |
| 2011-04-01 | 552.943469887459 |
| 2011-05-01 | 553.970807141002 |
| 2011-06-01 | 554.664876433259 |
| 2011-07-01 | 555.743760344245 |
| 2011-08-01 | 556.638652081432 |
| 2011-09-01 | 556.555268720584 |
| 2011-10-01 | 555.696446417027 |
| 2011-11-01 | 557.195325360814 |
| 2011-12-01 | 559.589678431471 |
| 2012-01-01 | 560.228082904655 |
| 2012-02-01 | 561.145898690499 |
| 2012-03-01 | 564.228800631569 |
| 2012-04-01 | 563.603300390522 |
| 2012-05-01 | 564.430347674401 |
| 2012-06-01 | 564.465230110859 |
| 2012-07-01 | 563.367339550291 |
| 2012-08-01 | 563.511596859213 |
| 2012-09-01 | 565.398568521895 |
| 2012-10-01 | 566.805911716029 |
| 2012-11-01 | 566.814181207720 |
| 2012-12-01 | 567.684655849884 |
| 2013-01-01 | 567.964100534442 |
| 2013-02-01 | 569.493708384998 |
| 2013-03-01 | 571.583877144711 |
| 2013-04-01 | 569.730001818193 |
| 2013-05-01 | 569.421353229020 |
| 2013-06-01 | 571.169771264116 |
| 2013-07-01 | 571.481901943581 |
| 2013-08-01 | 572.702763103646 |
| 2013-09-01 | 575.809222272998 |
| 2013-10-01 | 575.831771660700 |
| 2013-11-01 | 579.161006375494 |
| 2013-12-01 | 578.162687033747 |
| 2014-01-01 | 580.086581938794 |
| 2014-02-01 | 579.052456410853 |
| 2014-03-01 | 581.468876221525 |
| 2014-04-01 | 584.357312937403 |
| 2014-05-01 | 584.952473847367 |
| 2014-06-01 | 586.444685463865 |
| 2014-07-01 | 588.305400749323 |
| 2014-08-01 | 590.508353218972 |
| 2014-09-01 | 591.928614432859 |
| 2014-10-01 | 593.101702319596 |
| 2014-11-01 | 595.266626563141 |
| 2014-12-01 | 595.295630233844 |
| 2015-01-01 | 596.442064364792 |
| 2015-02-01 | 597.416059506726 |
| 2015-03-01 | 596.906659178000 |
| 2015-04-01 | 599.381315120771 |
| 2015-05-01 | 600.571546629662 |
| 2015-06-01 | 602.593115709436 |
| 2015-07-01 | 603.032802009098 |
| 2015-08-01 | 603.009672964643 |
| 2015-09-01 | 602.934349054500 |
| 2015-10-01 | 605.769135195360 |
| 2015-11-01 | 606.953740063701 |
| 2015-12-01 | 608.547383455173 |
| 2016-01-01 | 609.373775571771 |
| 2016-02-01 | 610.419145948278 |
| 2016-03-01 | 612.404404787138 |
| 2016-04-01 | 617.558995929860 |
| 2016-05-01 | 618.295374458230 |
| 2016-06-01 | 619.079547043046 |
| 2016-07-01 | 622.748211201631 |
| 2016-08-01 | 623.993745586990 |
| 2016-09-01 | 627.009195803698 |
| 2016-10-01 | 625.957528283160 |
| 2016-11-01 | 626.391316194466 |
| 2016-12-01 | 628.943679942721 |
| 2017-01-01 | 631.683530075864 |
| 2017-02-01 | 633.603160208657 |
| 2017-03-01 | 634.280819048056 |
| 2017-04-01 | 634.996287932368 |
| 2017-05-01 | 636.060449932752 |
| 2017-06-01 | 636.260475812576 |
| 2017-07-01 | 637.844956146094 |
| 2017-08-01 | 638.287238028944 |
| 2017-09-01 | 640.366488942322 |
| 2017-10-01 | 641.372922204346 |
| 2017-11-01 | 643.391063909372 |
| 2017-12-01 | 646.615924782862 |
| 2018-01-01 | 644.788664506510 |
| 2018-02-01 | 648.021913673331 |
| 2018-03-01 | 646.915572482000 |
| 2018-04-01 | 648.768859707871 |
| 2018-05-01 | 649.641223413259 |
| 2018-06-01 | 652.373003866210 |
| 2018-07-01 | 652.111361548225 |
| 2018-08-01 | 653.510242184875 |
| 2018-09-01 | 655.837409101457 |
| 2018-10-01 | 658.299309895107 |
| 2018-11-01 | 658.298724036176 |
| 2018-12-01 | 659.614844527282 |
| 2019-01-01 | 662.404237353009 |
| 2019-02-01 | 662.469652010013 |
| 2019-03-01 | 664.220246847937 |
| 2019-04-01 | 664.962886385483 |
| 2019-05-01 | 664.544158042262 |
| 2019-06-01 | 665.636323549734 |
| 2019-07-01 | 664.189816651700 |
| 2019-08-01 | 666.090185684652 |
| 2019-09-01 | 667.307691704043 |
| 2019-10-01 | 668.403842127275 |
| 2019-11-01 | 670.447025144972 |
| 2019-12-01 | 672.035136873126 |
| 2020-01-01 | 674.038900534599 |
| 2020-02-01 | 676.104596630986 |
| 2020-03-01 | 669.732439687729 |
| 2020-04-01 | 590.661613732410 |
| 2020-05-01 | 596.640085098416 |
| 2020-06-01 | 614.087794256070 |
| 2020-07-01 | 619.247101621330 |
| 2020-08-01 | 623.905856383499 |
| 2020-09-01 | 625.947323929616 |
| 2020-10-01 | 629.546920747612 |
| 2020-11-01 | 631.223991368326 |
| 2020-12-01 | 627.733135317075 |
| 2021-01-01 | 630.965817695798 |
| 2021-02-01 | 630.018761901284 |
| 2021-03-01 | 637.318437740739 |
| 2021-04-01 | 639.093191474319 |
| 2021-05-01 | 641.364331517481 |
| 2021-06-01 | 642.208978187953 |
| 2021-07-01 | 643.811610491937 |
| 2021-08-01 | 644.333264168339 |
| 2021-09-01 | 642.020618100471 |
| 2021-10-01 | 648.295962677096 |
| 2021-11-01 | 650.318717421595 |
| 2021-12-01 | 653.845088925315 |
| 2022-01-01 | 652.136106975017 |
| 2022-02-01 | 658.538375943341 |
| 2022-03-01 | 660.075305836709 |
| 2022-04-01 | 664.320366838553 |
| 2022-05-01 | 667.012335924628 |
| 2022-06-01 | 665.992256896006 |
| 2022-07-01 | 670.673336868059 |
| 2022-08-01 | 673.733564461895 |
| 2022-09-01 | 677.072240938129 |
| 2022-10-01 | 678.854761428803 |
| 2022-11-01 | 680.825960225481 |
| 2022-12-01 | 684.075004645763 |
| 2023-01-01 | 687.333109289732 |
| 2023-02-01 | 690.340578117518 |
| 2023-03-01 | 693.932367920782 |
| 2023-04-01 | 696.491189096483 |
| 2023-05-01 | 698.166414669996 |
| 2023-06-01 | 702.215408913032 |
| 2023-07-01 | 705.361085050894 |
| 2023-08-01 | 708.519808439426 |
| 2023-09-01 | 711.160251947519 |
| 2023-10-01 | 712.606237729735 |
| 2023-11-01 | 715.608743029331 |
| 2023-12-01 | 720.362349075064 |
| 2024-01-01 | 716.018087006893 |
| 2024-02-01 | 721.963600982041 |
| 2024-03-01 | 722.317035928860 |
| 2024-04-01 | 724.489604896353 |
| 2024-05-01 | 726.896050320772 |
| 2024-06-01 | 729.792212453282 |
| 2024-07-01 | 731.950013894440 |
| 2024-08-01 | 732.970303767653 |
| 2024-09-01 | 736.014038520643 |
| 2024-10-01 | 735.391709126936 |
| 2024-11-01 | 738.318384162072 |
| 2024-12-01 | 740.636888734392 |
| 2025-01-01 | 744.193200182899 |
| 2025-02-01 | 746.150709157729 |
| 2025-03-01 | 747.811814914969 |
| 2025-04-01 | 747.677101800274 |
| 2025-05-01 | 747.902362928560 |
| 2025-06-01 | 753.113747199457 |
| 2025-07-01 | 753.024585043560 |
| 2025-08-01 | 754.512142826108 |
| 2025-09-01 | 753.221887117011 |
| 2025-10-01 | 755.690711848254 |
| 2025-11-01 | 757.107039648220 |
| 2025-12-01 | 759.107562342738 |
| 2026-01-01 | 763.926891380009 |
| 2026-02-01 | 759.322957778336 |
| 2026-03-01 | 761.127152141250 |
| 2026-04-01 | 762.600785330163 |
| 2026-05-01 | 763.736603685549 |
| 2026-06-01 | 766.250717160599 |
| 2026-07-01 | 765.626949858990 |