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 2025-09-01 |
| Last Updated | 2025-12-12 1:48 AM CST |
| 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 | 358.393147092046 |
| 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 | 396.322478416958 |
| 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 | 412.719167644654 |
| 1996-03-01 | 414.526746960630 |
| 1996-04-01 | 416.378651833245 |
| 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 | 420.349716687989 |
| 1996-11-01 | 421.798648235936 |
| 1996-12-01 | 422.939401949536 |
| 1997-01-01 | 423.094949192974 |
| 1997-02-01 | 424.346258326178 |
| 1997-03-01 | 425.013814534669 |
| 1997-04-01 | 426.172126391091 |
| 1997-05-01 | 427.821015720939 |
| 1997-06-01 | 429.501642630122 |
| 1997-07-01 | 430.092543974787 |
| 1997-08-01 | 431.165112549441 |
| 1997-09-01 | 433.170990070972 |
| 1997-10-01 | 434.081794334146 |
| 1997-11-01 | 435.960533956745 |
| 1997-12-01 | 436.831883765065 |
| 1998-01-01 | 438.287064977753 |
| 1998-02-01 | 439.408107546608 |
| 1998-03-01 | 440.680637220704 |
| 1998-04-01 | 441.764461692650 |
| 1998-05-01 | 441.782680451704 |
| 1998-06-01 | 441.998915758693 |
| 1998-07-01 | 441.418799677302 |
| 1998-08-01 | 443.999079982384 |
| 1998-09-01 | 444.257198974024 |
| 1998-10-01 | 444.732560254594 |
| 1998-11-01 | 444.735444671077 |
| 1998-12-01 | 444.888985386604 |
| 1999-01-01 | 445.521334218507 |
| 1999-02-01 | 446.440415398469 |
| 1999-03-01 | 446.753580342928 |
| 1999-04-01 | 447.992386449674 |
| 1999-05-01 | 448.861047975577 |
| 1999-06-01 | 448.289509893811 |
| 1999-07-01 | 449.259680857338 |
| 1999-08-01 | 448.690729153878 |
| 1999-09-01 | 449.216259418384 |
| 1999-10-01 | 451.100288345099 |
| 1999-11-01 | 451.429526726372 |
| 1999-12-01 | 452.838868992775 |
| 2000-01-01 | 452.571717120029 |
| 2000-02-01 | 453.045947514582 |
| 2000-03-01 | 453.100435079746 |
| 2000-04-01 | 454.175893332149 |
| 2000-05-01 | 453.968676269242 |
| 2000-06-01 | 455.247878789774 |
| 2000-07-01 | 455.359925032187 |
| 2000-08-01 | 456.929506991589 |
| 2000-09-01 | 458.085064728980 |
| 2000-10-01 | 456.315542641787 |
| 2000-11-01 | 457.205114651132 |
| 2000-12-01 | 462.276945672869 |
| 2001-01-01 | 461.219394695676 |
| 2001-02-01 | 462.038919627216 |
| 2001-03-01 | 463.353434057705 |
| 2001-04-01 | 463.591306725710 |
| 2001-05-01 | 466.300382724198 |
| 2001-06-01 | 468.616719441328 |
| 2001-07-01 | 468.709792167855 |
| 2001-08-01 | 470.322630634084 |
| 2001-09-01 | 469.023423158161 |
| 2001-10-01 | 468.365048147170 |
| 2001-11-01 | 469.671821495514 |
| 2001-12-01 | 469.984144447205 |
| 2002-01-01 | 474.392507960016 |
| 2002-02-01 | 475.521942209482 |
| 2002-03-01 | 476.402538119165 |
| 2002-04-01 | 474.077783430612 |
| 2002-05-01 | 474.799554505559 |
| 2002-06-01 | 477.532563692363 |
| 2002-07-01 | 477.840457563955 |
| 2002-08-01 | 478.981799494111 |
| 2002-09-01 | 479.342777103947 |
| 2002-10-01 | 478.360194153173 |
| 2002-11-01 | 479.299939499547 |
| 2002-12-01 | 477.981065952032 |
| 2003-01-01 | 478.489883650291 |
| 2003-02-01 | 477.299809912010 |
| 2003-03-01 | 478.751234439106 |
| 2003-04-01 | 478.908689649325 |
| 2003-05-01 | 479.283060881909 |
| 2003-06-01 | 480.630904459371 |
| 2003-07-01 | 480.392357131715 |
| 2003-08-01 | 480.273143567745 |
| 2003-09-01 | 479.819642293264 |
| 2003-10-01 | 480.975666875717 |
| 2003-11-01 | 481.377078436955 |
| 2003-12-01 | 482.211849605649 |
| 2004-01-01 | 480.536258901669 |
| 2004-02-01 | 480.061155826636 |
| 2004-03-01 | 482.510441356705 |
| 2004-04-01 | 483.422987857885 |
| 2004-05-01 | 484.620793449347 |
| 2004-06-01 | 485.026878648545 |
| 2004-07-01 | 487.024840233432 |
| 2004-08-01 | 487.529017150895 |
| 2004-09-01 | 488.978012075942 |
| 2004-10-01 | 489.972145918731 |
| 2004-11-01 | 490.569167157098 |
| 2004-12-01 | 491.978388180631 |
| 2005-01-01 | 492.979090905313 |
| 2005-02-01 | 494.584807995609 |
| 2005-03-01 | 492.834139285838 |
| 2005-04-01 | 496.263583228043 |
| 2005-05-01 | 498.056664585418 |
| 2005-06-01 | 495.231081306781 |
| 2005-07-01 | 497.323467100518 |
| 2005-08-01 | 497.901894591741 |
| 2005-09-01 | 500.681236780629 |
| 2005-10-01 | 503.083796464165 |
| 2005-11-01 | 503.681051153889 |
| 2005-12-01 | 503.550173657366 |
| 2006-01-01 | 503.779147957133 |
| 2006-02-01 | 504.543971968660 |
| 2006-03-01 | 503.779860699055 |
| 2006-04-01 | 507.004755982719 |
| 2006-05-01 | 509.153029031992 |
| 2006-06-01 | 509.071944867997 |
| 2006-07-01 | 509.644171291364 |
| 2006-08-01 | 510.116323115421 |
| 2006-09-01 | 512.022912901421 |
| 2006-10-01 | 510.916648620407 |
| 2006-11-01 | 512.164001666763 |
| 2006-12-01 | 512.490665063969 |
| 2007-01-01 | 515.638455594777 |
| 2007-02-01 | 515.716298310666 |
| 2007-03-01 | 519.103716636170 |
| 2007-04-01 | 517.157167843903 |
| 2007-05-01 | 518.349788538798 |
| 2007-06-01 | 519.513863623661 |
| 2007-07-01 | 521.471209702939 |
| 2007-08-01 | 522.253716017104 |
| 2007-09-01 | 521.347146940604 |
| 2007-10-01 | 524.012357888564 |
| 2007-11-01 | 523.477531272279 |
| 2007-12-01 | 524.079086472401 |
| 2008-01-01 | 524.928919089742 |
| 2008-02-01 | 528.037128407889 |
| 2008-03-01 | 528.143017961367 |
| 2008-04-01 | 531.371991204144 |
| 2008-05-01 | 530.920686538935 |
| 2008-06-01 | 531.848404541971 |
| 2008-07-01 | 532.623128259786 |
| 2008-08-01 | 535.108527428278 |
| 2008-09-01 | 535.766827863100 |
| 2008-10-01 | 536.735781439823 |
| 2008-11-01 | 538.485084805475 |
| 2008-12-01 | 541.104132728272 |
| 2009-01-01 | 542.514194195706 |
| 2009-02-01 | 542.503046878042 |
| 2009-03-01 | 540.948334238844 |
| 2009-04-01 | 541.425823363632 |
| 2009-05-01 | 541.559742630799 |
| 2009-06-01 | 542.271931774262 |
| 2009-07-01 | 542.956474151579 |
| 2009-08-01 | 542.486272209644 |
| 2009-09-01 | 540.843401166999 |
| 2009-10-01 | 542.553775925734 |
| 2009-11-01 | 543.831132890290 |
| 2009-12-01 | 543.498692014154 |
| 2010-01-01 | 545.668679682437 |
| 2010-02-01 | 542.727162427846 |
| 2010-03-01 | 544.344509647221 |
| 2010-04-01 | 545.121212377447 |
| 2010-05-01 | 547.415447306326 |
| 2010-06-01 | 547.457856557244 |
| 2010-07-01 | 549.103489902571 |
| 2010-08-01 | 549.569276527068 |
| 2010-09-01 | 547.355209078599 |
| 2010-10-01 | 551.623119338270 |
| 2010-11-01 | 551.395412936054 |
| 2010-12-01 | 551.505768312598 |
| 2011-01-01 | 550.817185375110 |
| 2011-02-01 | 552.434407860416 |
| 2011-03-01 | 553.794704887511 |
| 2011-04-01 | 552.943540672605 |
| 2011-05-01 | 553.970895537119 |
| 2011-06-01 | 554.664944409065 |
| 2011-07-01 | 555.743776410657 |
| 2011-08-01 | 556.638531777007 |
| 2011-09-01 | 556.555154762729 |
| 2011-10-01 | 555.696239504628 |
| 2011-11-01 | 557.195155348655 |
| 2011-12-01 | 559.589564364413 |
| 2012-01-01 | 560.227981110422 |
| 2012-02-01 | 561.145536286422 |
| 2012-03-01 | 564.229809520070 |
| 2012-04-01 | 563.603473129143 |
| 2012-05-01 | 564.430632733022 |
| 2012-06-01 | 564.465491387405 |
| 2012-07-01 | 563.367426028681 |
| 2012-08-01 | 563.511357393227 |
| 2012-09-01 | 565.397878307501 |
| 2012-10-01 | 566.805330625304 |
| 2012-11-01 | 566.813703857099 |
| 2012-12-01 | 567.684492333703 |
| 2013-01-01 | 567.964158227744 |
| 2013-02-01 | 569.493377423227 |
| 2013-03-01 | 571.585624433470 |
| 2013-04-01 | 569.730738521179 |
| 2013-05-01 | 569.421770954308 |
| 2013-06-01 | 571.170223002698 |
| 2013-07-01 | 571.482261957435 |
| 2013-08-01 | 572.702795556730 |
| 2013-09-01 | 575.805966586583 |
| 2013-10-01 | 575.831172515853 |
| 2013-11-01 | 579.159591251469 |
| 2013-12-01 | 578.162717285291 |
| 2014-01-01 | 580.087264037076 |
| 2014-02-01 | 579.052981404608 |
| 2014-03-01 | 581.471809854755 |
| 2014-04-01 | 584.358837101110 |
| 2014-05-01 | 584.952934211322 |
| 2014-06-01 | 586.445122439628 |
| 2014-07-01 | 588.305903254762 |
| 2014-08-01 | 590.508186362583 |
| 2014-09-01 | 591.921870958154 |
| 2014-10-01 | 593.100737424902 |
| 2014-11-01 | 595.263907344470 |
| 2014-12-01 | 595.294592616920 |
| 2015-01-01 | 596.442180612691 |
| 2015-02-01 | 597.425334649276 |
| 2015-03-01 | 596.909299005649 |
| 2015-04-01 | 599.383256491132 |
| 2015-05-01 | 600.571890077277 |
| 2015-06-01 | 602.592922996048 |
| 2015-07-01 | 603.032158188909 |
| 2015-08-01 | 603.008275187113 |
| 2015-09-01 | 602.923686090886 |
| 2015-10-01 | 605.767142699230 |
| 2015-11-01 | 606.949200437018 |
| 2015-12-01 | 608.545254495866 |
| 2016-01-01 | 609.374240555193 |
| 2016-02-01 | 610.439495211663 |
| 2016-03-01 | 612.408651210056 |
| 2016-04-01 | 617.562478519865 |
| 2016-05-01 | 618.296412785182 |
| 2016-06-01 | 619.078526766932 |
| 2016-07-01 | 622.742096524023 |
| 2016-08-01 | 623.988961810611 |
| 2016-09-01 | 626.993865088783 |
| 2016-10-01 | 625.951904985324 |
| 2016-11-01 | 626.384763733164 |
| 2016-12-01 | 628.940667352916 |
| 2017-01-01 | 631.686062763322 |
| 2017-02-01 | 633.639197484631 |
| 2017-03-01 | 634.293477680157 |
| 2017-04-01 | 634.997566773453 |
| 2017-05-01 | 636.064710604673 |
| 2017-06-01 | 636.259268299916 |
| 2017-07-01 | 637.826355830997 |
| 2017-08-01 | 638.276227058609 |
| 2017-09-01 | 640.341175164092 |
| 2017-10-01 | 641.368866144176 |
| 2017-11-01 | 643.381432376026 |
| 2017-12-01 | 646.609503011761 |
| 2018-01-01 | 644.800846915303 |
| 2018-02-01 | 648.071908893257 |
| 2018-03-01 | 646.939884616182 |
| 2018-04-01 | 648.769529180979 |
| 2018-05-01 | 649.652570166944 |
| 2018-06-01 | 652.369776463091 |
| 2018-07-01 | 652.077515898114 |
| 2018-08-01 | 653.490480009836 |
| 2018-09-01 | 655.791928904820 |
| 2018-10-01 | 658.293766535625 |
| 2018-11-01 | 658.283324354440 |
| 2018-12-01 | 659.598022020112 |
| 2019-01-01 | 662.472875112716 |
| 2019-02-01 | 662.521732045185 |
| 2019-03-01 | 664.250178520027 |
| 2019-04-01 | 664.961888078667 |
| 2019-05-01 | 664.554621025526 |
| 2019-06-01 | 665.646924092520 |
| 2019-07-01 | 664.134622052979 |
| 2019-08-01 | 666.052608246948 |
| 2019-09-01 | 667.228985047523 |
| 2019-10-01 | 668.385714044979 |
| 2019-11-01 | 670.420343584771 |
| 2019-12-01 | 672.023114663000 |
| 2020-01-01 | 674.187760761109 |
| 2020-02-01 | 676.170146754534 |
| 2020-03-01 | 669.777926050580 |
| 2020-04-01 | 590.670002638964 |
| 2020-05-01 | 596.643062001806 |
| 2020-06-01 | 614.104665498688 |
| 2020-07-01 | 619.165952072889 |
| 2020-08-01 | 623.822829498182 |
| 2020-09-01 | 625.919463067719 |
| 2020-10-01 | 629.482831565300 |
| 2020-11-01 | 631.267553026571 |
| 2020-12-01 | 627.825009266523 |
| 2021-01-01 | 631.554407168633 |
| 2021-02-01 | 630.279854147383 |
| 2021-03-01 | 637.570544841991 |
| 2021-04-01 | 639.428482821486 |
| 2021-05-01 | 641.645139776647 |
| 2021-06-01 | 642.619139488015 |
| 2021-07-01 | 644.067180279776 |
| 2021-08-01 | 644.547824667628 |
| 2021-09-01 | 642.227613693651 |
| 2021-10-01 | 648.585792722351 |
| 2021-11-01 | 650.711478698223 |
| 2021-12-01 | 654.372078920828 |
| 2022-01-01 | 653.520611197626 |
| 2022-02-01 | 659.315420448537 |
| 2022-03-01 | 660.806586619386 |
| 2022-04-01 | 664.916913095986 |
| 2022-05-01 | 667.680225719181 |
| 2022-06-01 | 666.718745508821 |
| 2022-07-01 | 671.099714784331 |
| 2022-08-01 | 674.138228232830 |
| 2022-09-01 | 677.513456126721 |
| 2022-10-01 | 679.253169026336 |
| 2022-11-01 | 681.581407441768 |
| 2022-12-01 | 685.132052576449 |
| 2023-01-01 | 689.790003505422 |
| 2023-02-01 | 691.666768559516 |
| 2023-03-01 | 695.168362204704 |
| 2023-04-01 | 697.365813994926 |
| 2023-05-01 | 699.257009269875 |
| 2023-06-01 | 703.466920240766 |
| 2023-07-01 | 705.622765736617 |
| 2023-08-01 | 708.971271184619 |
| 2023-09-01 | 711.781158416569 |
| 2023-10-01 | 713.307195210950 |
| 2023-11-01 | 716.639961033055 |
| 2023-12-01 | 722.043719717796 |
| 2024-01-01 | 719.518947144535 |
| 2024-02-01 | 723.984054431508 |
| 2024-03-01 | 724.084421234406 |
| 2024-04-01 | 725.098903246197 |
| 2024-05-01 | 728.048866039176 |
| 2024-06-01 | 730.797671287383 |
| 2024-07-01 | 731.136585120939 |
| 2024-08-01 | 732.619365928716 |
| 2024-09-01 | 735.576692445176 |
| 2024-10-01 | 737.332438016689 |
| 2024-11-01 | 740.431463714856 |
| 2024-12-01 | 743.157232166634 |
| 2025-01-01 | 746.985999179728 |
| 2025-02-01 | 748.481687595901 |
| 2025-03-01 | 751.931985663716 |
| 2025-04-01 | 755.157801000177 |
| 2025-05-01 | 754.312663453913 |
| 2025-06-01 | 762.514029041800 |
| 2025-07-01 | 766.277887467953 |
| 2025-08-01 | 768.414261659619 |
| 2025-09-01 | 764.699555267057 |