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 2026-06-01 |
| Last Updated | 2026-07-22 9:34 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 | 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 | 362.538165188230 |
| 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 | 384.104887139944 |
| 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 | 392.220208781303 |
| 1993-12-01 | 393.972404266960 |
| 1994-01-01 | 396.322478416958 |
| 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 | 422.939401949537 |
| 1997-01-01 | 423.094949192975 |
| 1997-02-01 | 424.346258326177 |
| 1997-03-01 | 425.013814534665 |
| 1997-04-01 | 426.172126391087 |
| 1997-05-01 | 427.821015720936 |
| 1997-06-01 | 429.501642630122 |
| 1997-07-01 | 430.092543974789 |
| 1997-08-01 | 431.165112549444 |
| 1997-09-01 | 433.170990070974 |
| 1997-10-01 | 434.081794334149 |
| 1997-11-01 | 435.960533956749 |
| 1997-12-01 | 436.831883765071 |
| 1998-01-01 | 438.287064977759 |
| 1998-02-01 | 439.408107546606 |
| 1998-03-01 | 440.680637220693 |
| 1998-04-01 | 441.764461692633 |
| 1998-05-01 | 441.782680451689 |
| 1998-06-01 | 441.998915758700 |
| 1998-07-01 | 441.418799677299 |
| 1998-08-01 | 443.999079982409 |
| 1998-09-01 | 444.257198974024 |
| 1998-10-01 | 444.732560254598 |
| 1998-11-01 | 444.735444671089 |
| 1998-12-01 | 444.888985386616 |
| 1999-01-01 | 445.521334218521 |
| 1999-02-01 | 446.440415398483 |
| 1999-03-01 | 446.753580342944 |
| 1999-04-01 | 447.992386449599 |
| 1999-05-01 | 448.861047975564 |
| 1999-06-01 | 448.289509893842 |
| 1999-07-01 | 449.259680857300 |
| 1999-08-01 | 448.690729153824 |
| 1999-09-01 | 449.216259418218 |
| 1999-10-01 | 451.100288344951 |
| 1999-11-01 | 451.429526726374 |
| 1999-12-01 | 452.838868993000 |
| 2000-01-01 | 452.571717120485 |
| 2000-02-01 | 453.045947515259 |
| 2000-03-01 | 453.100435080247 |
| 2000-04-01 | 454.175893331863 |
| 2000-05-01 | 453.968676268376 |
| 2000-06-01 | 455.247878788556 |
| 2000-07-01 | 455.359925031006 |
| 2000-08-01 | 456.929506991043 |
| 2000-09-01 | 458.085064729084 |
| 2000-10-01 | 456.315542642574 |
| 2000-11-01 | 457.205114652963 |
| 2000-12-01 | 462.276945675349 |
| 2001-01-01 | 461.219394697757 |
| 2001-02-01 | 462.038919628514 |
| 2001-03-01 | 463.353434057249 |
| 2001-04-01 | 463.591306722553 |
| 2001-05-01 | 466.300382718984 |
| 2001-06-01 | 468.616719435838 |
| 2001-07-01 | 468.709792164313 |
| 2001-08-01 | 470.322630634244 |
| 2001-09-01 | 469.023423162129 |
| 2001-10-01 | 468.365048153219 |
| 2001-11-01 | 469.671821503928 |
| 2001-12-01 | 469.984144456906 |
| 2002-01-01 | 474.392507966595 |
| 2002-02-01 | 475.521942208914 |
| 2002-03-01 | 476.402538110908 |
| 2002-04-01 | 474.077783419527 |
| 2002-05-01 | 474.799554489119 |
| 2002-06-01 | 477.532563653520 |
| 2002-07-01 | 477.840457565109 |
| 2002-08-01 | 478.981799506364 |
| 2002-09-01 | 479.342777128080 |
| 2002-10-01 | 478.360194182003 |
| 2002-11-01 | 479.299939525407 |
| 2002-12-01 | 477.981065974875 |
| 2003-01-01 | 478.489883667533 |
| 2003-02-01 | 477.299809918554 |
| 2003-03-01 | 478.751234355418 |
| 2003-04-01 | 478.908689626073 |
| 2003-05-01 | 479.283060841558 |
| 2003-06-01 | 480.630904377575 |
| 2003-07-01 | 480.392357134739 |
| 2003-08-01 | 480.273143597445 |
| 2003-09-01 | 479.819642413823 |
| 2003-10-01 | 480.975666935085 |
| 2003-11-01 | 481.377078484760 |
| 2003-12-01 | 482.211849644611 |
| 2004-01-01 | 480.536258930378 |
| 2004-02-01 | 480.061155837710 |
| 2004-03-01 | 482.510441144337 |
| 2004-04-01 | 483.422987794487 |
| 2004-05-01 | 484.620793367797 |
| 2004-06-01 | 485.026878506396 |
| 2004-07-01 | 487.024840205218 |
| 2004-08-01 | 487.529017147511 |
| 2004-09-01 | 488.978012566515 |
| 2004-10-01 | 489.972145979576 |
| 2004-11-01 | 490.569167235540 |
| 2004-12-01 | 491.978388242513 |
| 2005-01-01 | 492.979090938663 |
| 2005-02-01 | 494.584807927335 |
| 2005-03-01 | 492.834138970374 |
| 2005-04-01 | 496.263582921881 |
| 2005-05-01 | 498.056664523236 |
| 2005-06-01 | 495.231081157680 |
| 2005-07-01 | 497.323467034789 |
| 2005-08-01 | 497.901894549219 |
| 2005-09-01 | 500.681237647437 |
| 2005-10-01 | 503.083796545847 |
| 2005-11-01 | 503.681051339607 |
| 2005-12-01 | 503.550173872228 |
| 2006-01-01 | 503.779148138570 |
| 2006-02-01 | 504.543971905960 |
| 2006-03-01 | 503.779860309151 |
| 2006-04-01 | 507.004755225031 |
| 2006-05-01 | 509.153028600373 |
| 2006-06-01 | 509.071944064786 |
| 2006-07-01 | 509.644170515010 |
| 2006-08-01 | 510.116322868796 |
| 2006-09-01 | 512.022914733760 |
| 2006-10-01 | 510.916649827447 |
| 2006-11-01 | 512.164003670466 |
| 2006-12-01 | 512.490666971251 |
| 2007-01-01 | 515.638456850690 |
| 2007-02-01 | 515.716295451512 |
| 2007-03-01 | 519.103714489737 |
| 2007-04-01 | 517.157164691277 |
| 2007-05-01 | 518.349786442336 |
| 2007-06-01 | 519.513861695137 |
| 2007-07-01 | 521.471208313841 |
| 2007-08-01 | 522.253716250314 |
| 2007-09-01 | 521.347152256493 |
| 2007-10-01 | 524.012362945916 |
| 2007-11-01 | 523.477538409482 |
| 2007-12-01 | 524.079091851310 |
| 2008-01-01 | 524.928923578221 |
| 2008-02-01 | 528.037117628399 |
| 2008-03-01 | 528.143008171264 |
| 2008-04-01 | 531.371981040209 |
| 2008-05-01 | 530.920681012894 |
| 2008-06-01 | 531.848403335782 |
| 2008-07-01 | 532.623128510766 |
| 2008-08-01 | 535.108527355189 |
| 2008-09-01 | 535.766835498525 |
| 2008-10-01 | 536.735803795218 |
| 2008-11-01 | 538.485094563486 |
| 2008-12-01 | 541.104143237284 |
| 2009-01-01 | 542.514211686251 |
| 2009-02-01 | 542.503042740542 |
| 2009-03-01 | 540.948263439264 |
| 2009-04-01 | 541.425817874473 |
| 2009-05-01 | 541.559738319425 |
| 2009-06-01 | 542.271928558137 |
| 2009-07-01 | 542.956470222601 |
| 2009-08-01 | 542.486287969881 |
| 2009-09-01 | 540.843408435763 |
| 2009-10-01 | 542.553816678618 |
| 2009-11-01 | 543.831150992260 |
| 2009-12-01 | 543.498717087551 |
| 2010-01-01 | 545.668719653962 |
| 2010-02-01 | 542.727175826151 |
| 2010-03-01 | 544.344327747338 |
| 2010-04-01 | 545.121212002740 |
| 2010-05-01 | 547.415439976552 |
| 2010-06-01 | 547.457848033185 |
| 2010-07-01 | 549.103485201288 |
| 2010-08-01 | 549.569313657282 |
| 2010-09-01 | 547.355219381602 |
| 2010-10-01 | 551.623189616569 |
| 2010-11-01 | 551.395467266943 |
| 2010-12-01 | 551.505816870605 |
| 2011-01-01 | 550.817230389902 |
| 2011-02-01 | 552.434527259026 |
| 2011-03-01 | 553.794346864350 |
| 2011-04-01 | 552.943483496628 |
| 2011-05-01 | 553.970825809544 |
| 2011-06-01 | 554.664891537453 |
| 2011-07-01 | 555.743763675731 |
| 2011-08-01 | 556.638626102015 |
| 2011-09-01 | 556.555246670972 |
| 2011-10-01 | 555.696409457772 |
| 2011-11-01 | 557.195292048074 |
| 2011-12-01 | 559.589660581612 |
| 2012-01-01 | 560.228067236520 |
| 2012-02-01 | 561.145826996506 |
| 2012-03-01 | 564.228977273083 |
| 2012-04-01 | 563.603343937422 |
| 2012-05-01 | 564.430414459768 |
| 2012-06-01 | 564.465288894908 |
| 2012-07-01 | 563.367354859210 |
| 2012-08-01 | 563.511536639354 |
| 2012-09-01 | 565.398404104875 |
| 2012-10-01 | 566.805788090343 |
| 2012-11-01 | 566.814083448635 |
| 2012-12-01 | 567.684643733430 |
| 2013-01-01 | 567.964145101778 |
| 2013-02-01 | 569.493671896991 |
| 2013-03-01 | 571.584202584018 |
| 2013-04-01 | 569.730167461644 |
| 2013-05-01 | 569.421448769736 |
| 2013-06-01 | 571.169860422114 |
| 2013-07-01 | 571.481958641134 |
| 2013-08-01 | 572.702726141705 |
| 2013-09-01 | 575.808469146798 |
| 2013-10-01 | 575.831600433156 |
| 2013-11-01 | 579.160752298164 |
| 2013-12-01 | 578.162743496789 |
| 2014-01-01 | 580.086821474382 |
| 2014-02-01 | 579.052666723435 |
| 2014-03-01 | 581.469458492468 |
| 2014-04-01 | 584.357635243800 |
| 2014-05-01 | 584.952565413756 |
| 2014-06-01 | 586.444752712330 |
| 2014-07-01 | 588.305474897193 |
| 2014-08-01 | 590.508228257700 |
| 2014-09-01 | 591.927020860744 |
| 2014-10-01 | 593.101339613011 |
| 2014-11-01 | 595.266029414778 |
| 2014-12-01 | 595.295668664663 |
| 2015-01-01 | 596.442018749373 |
| 2015-02-01 | 597.418792038480 |
| 2015-03-01 | 596.907080353196 |
| 2015-04-01 | 599.381634831612 |
| 2015-05-01 | 600.571546025690 |
| 2015-06-01 | 602.592996469799 |
| 2015-07-01 | 603.032567941625 |
| 2015-08-01 | 603.009174792704 |
| 2015-09-01 | 602.931752994369 |
| 2015-10-01 | 605.768320892363 |
| 2015-11-01 | 606.952609346563 |
| 2015-12-01 | 608.547446711662 |
| 2016-01-01 | 609.373821108820 |
| 2016-02-01 | 610.425198268229 |
| 2016-03-01 | 612.405287118715 |
| 2016-04-01 | 617.559548887552 |
| 2016-05-01 | 618.295138932390 |
| 2016-06-01 | 619.078743940731 |
| 2016-07-01 | 622.747154234196 |
| 2016-08-01 | 623.992302319709 |
| 2016-09-01 | 627.005551660681 |
| 2016-10-01 | 625.955726787931 |
| 2016-11-01 | 626.389316540554 |
| 2016-12-01 | 628.943655073182 |
| 2017-01-01 | 631.683885260057 |
| 2017-02-01 | 633.613600640879 |
| 2017-03-01 | 634.283654411774 |
| 2017-04-01 | 634.998868931087 |
| 2017-05-01 | 636.058802254580 |
| 2017-06-01 | 636.257836710639 |
| 2017-07-01 | 637.841954485747 |
| 2017-08-01 | 638.284426806741 |
| 2017-09-01 | 640.361824498107 |
| 2017-10-01 | 641.370225262131 |
| 2017-11-01 | 643.387985761137 |
| 2017-12-01 | 646.616069576649 |
| 2018-01-01 | 644.788832302428 |
| 2018-02-01 | 648.035730698618 |
| 2018-03-01 | 646.924824372796 |
| 2018-04-01 | 648.772755525409 |
| 2018-05-01 | 649.637530462539 |
| 2018-06-01 | 652.367853289295 |
| 2018-07-01 | 652.105665514486 |
| 2018-08-01 | 653.505331748811 |
| 2018-09-01 | 655.832595612310 |
| 2018-10-01 | 658.296049321250 |
| 2018-11-01 | 658.294679383334 |
| 2018-12-01 | 659.615206671469 |
| 2019-01-01 | 662.403063024755 |
| 2019-02-01 | 662.486689236715 |
| 2019-03-01 | 664.235308454766 |
| 2019-04-01 | 664.967262341143 |
| 2019-05-01 | 664.547435489914 |
| 2019-06-01 | 665.618924066917 |
| 2019-07-01 | 664.182985311928 |
| 2019-08-01 | 666.085101998531 |
| 2019-09-01 | 667.304301508121 |
| 2019-10-01 | 668.400671365283 |
| 2019-11-01 | 670.442421066462 |
| 2019-12-01 | 672.034854672401 |
| 2020-01-01 | 674.034222504971 |
| 2020-02-01 | 676.119800718179 |
| 2020-03-01 | 669.752434531023 |
| 2020-04-01 | 590.666462277573 |
| 2020-05-01 | 596.653285163537 |
| 2020-06-01 | 614.064006483562 |
| 2020-07-01 | 619.242130980108 |
| 2020-08-01 | 623.901435441637 |
| 2020-09-01 | 625.944537856147 |
| 2020-10-01 | 629.541740447323 |
| 2020-11-01 | 631.215499493441 |
| 2020-12-01 | 627.725680555541 |
| 2021-01-01 | 630.954304490819 |
| 2021-02-01 | 630.030057117833 |
| 2021-03-01 | 637.345943460852 |
| 2021-04-01 | 639.113469812718 |
| 2021-05-01 | 641.402080666742 |
| 2021-06-01 | 642.181165224399 |
| 2021-07-01 | 643.803685860381 |
| 2021-08-01 | 644.318766114024 |
| 2021-09-01 | 642.008241114154 |
| 2021-10-01 | 648.279829264034 |
| 2021-11-01 | 650.297087785984 |
| 2021-12-01 | 653.821564236554 |
| 2022-01-01 | 652.118276012974 |
| 2022-02-01 | 658.554461487495 |
| 2022-03-01 | 660.120479717305 |
| 2022-04-01 | 664.356859681310 |
| 2022-05-01 | 667.156619705493 |
| 2022-06-01 | 665.953588023759 |
| 2022-07-01 | 670.632069144028 |
| 2022-08-01 | 673.677940764619 |
| 2022-09-01 | 677.035859341555 |
| 2022-10-01 | 678.804870023589 |
| 2022-11-01 | 680.775126965588 |
| 2022-12-01 | 684.027522948008 |
| 2023-01-01 | 687.310142941176 |
| 2023-02-01 | 690.378750961043 |
| 2023-03-01 | 694.013031619665 |
| 2023-04-01 | 696.593189900108 |
| 2023-05-01 | 698.523194539899 |
| 2023-06-01 | 702.148210227406 |
| 2023-07-01 | 705.188339875391 |
| 2023-08-01 | 708.388262327670 |
| 2023-09-01 | 711.070288922709 |
| 2023-10-01 | 712.502480224895 |
| 2023-11-01 | 715.521015266360 |
| 2023-12-01 | 720.299813403663 |
| 2024-01-01 | 716.004023267157 |
| 2024-02-01 | 722.039822770540 |
| 2024-03-01 | 722.452528271339 |
| 2024-04-01 | 724.689732361318 |
| 2024-05-01 | 727.517475679490 |
| 2024-06-01 | 729.682379609277 |
| 2024-07-01 | 731.603854885333 |
| 2024-08-01 | 732.744339028530 |
| 2024-09-01 | 735.858391320964 |
| 2024-10-01 | 735.224679056332 |
| 2024-11-01 | 738.191688408106 |
| 2024-12-01 | 740.564947421605 |
| 2025-01-01 | 744.190985310981 |
| 2025-02-01 | 746.269868179535 |
| 2025-03-01 | 748.012726606998 |
| 2025-04-01 | 748.005999494824 |
| 2025-05-01 | 748.763496773336 |
| 2025-06-01 | 752.961563229037 |
| 2025-07-01 | 752.487553437345 |
| 2025-08-01 | 754.196625888454 |
| 2025-09-01 | 752.997407078015 |
| 2025-10-01 | 755.468766582013 |
| 2025-11-01 | 756.950715783843 |
| 2025-12-01 | 759.037027470761 |
| 2026-01-01 | 763.943226718376 |
| 2026-02-01 | 759.480010670447 |
| 2026-03-01 | 761.381268345331 |
| 2026-04-01 | 763.016879886164 |
| 2026-05-01 | 764.788898946980 |
| 2026-06-01 | 768.885516594076 |