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 2026-09-01 |
| Last Updated | 2026-10-20 9:42 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 | 346.5878008694 |
| 1990-02-01 | 347.4924298106 |
| 1990-03-01 | 352.1501584856 |
| 1990-04-01 | 349.4077655756 |
| 1990-05-01 | 349.8210582601 |
| 1990-06-01 | 351.6918523456 |
| 1990-07-01 | 354.4482578477 |
| 1990-08-01 | 355.9982612909 |
| 1990-09-01 | 358.3931470920 |
| 1990-10-01 | 358.1360102023 |
| 1990-11-01 | 359.1024633760 |
| 1990-12-01 | 360.4276007352 |
| 1991-01-01 | 360.2376070418 |
| 1991-02-01 | 362.0086191355 |
| 1991-03-01 | 362.5381651882 |
| 1991-04-01 | 363.4335567155 |
| 1991-05-01 | 364.6910582081 |
| 1991-06-01 | 365.5155044390 |
| 1991-07-01 | 364.8510130941 |
| 1991-08-01 | 365.4648424255 |
| 1991-09-01 | 368.5425409134 |
| 1991-10-01 | 369.2258619072 |
| 1991-11-01 | 370.7747355215 |
| 1991-12-01 | 370.8896584351 |
| 1992-01-01 | 375.5635266444 |
| 1992-02-01 | 374.2460457437 |
| 1992-03-01 | 374.6666210515 |
| 1992-04-01 | 376.5819186967 |
| 1992-05-01 | 377.9689194273 |
| 1992-06-01 | 379.1334542888 |
| 1992-07-01 | 380.5174640341 |
| 1992-08-01 | 380.6923236502 |
| 1992-09-01 | 380.6493507009 |
| 1992-10-01 | 382.6608020463 |
| 1992-11-01 | 383.6920784285 |
| 1992-12-01 | 384.1048871399 |
| 1993-01-01 | 385.4162625317 |
| 1993-02-01 | 384.2081303717 |
| 1993-03-01 | 384.8579092072 |
| 1993-04-01 | 385.0436431324 |
| 1993-05-01 | 385.9413540010 |
| 1993-06-01 | 387.1954712729 |
| 1993-07-01 | 390.4731008940 |
| 1993-08-01 | 390.7863840006 |
| 1993-09-01 | 389.3850145469 |
| 1993-10-01 | 392.2313750311 |
| 1993-11-01 | 392.2202087813 |
| 1993-12-01 | 393.9724042670 |
| 1994-01-01 | 396.3224784170 |
| 1994-02-01 | 396.5271075120 |
| 1994-03-01 | 397.8816793461 |
| 1994-04-01 | 398.8025802298 |
| 1994-05-01 | 399.8677330337 |
| 1994-06-01 | 400.8794423215 |
| 1994-07-01 | 401.7585146596 |
| 1994-08-01 | 402.7177621781 |
| 1994-09-01 | 402.0653689084 |
| 1994-10-01 | 401.2428083311 |
| 1994-11-01 | 401.3794374450 |
| 1994-12-01 | 402.0229428491 |
| 1995-01-01 | 401.9453460088 |
| 1995-02-01 | 404.7148298355 |
| 1995-03-01 | 405.9640406712 |
| 1995-04-01 | 404.0307431649 |
| 1995-05-01 | 403.4248968042 |
| 1995-06-01 | 405.6878710037 |
| 1995-07-01 | 401.3779278945 |
| 1995-08-01 | 401.6980623075 |
| 1995-09-01 | 406.4136434099 |
| 1995-10-01 | 409.5762390338 |
| 1995-11-01 | 410.9948006848 |
| 1995-12-01 | 411.8155576382 |
| 1996-01-01 | 409.8951624531 |
| 1996-02-01 | 412.7191676447 |
| 1996-03-01 | 414.5267469606 |
| 1996-04-01 | 416.3786518332 |
| 1996-05-01 | 417.7173322174 |
| 1996-06-01 | 417.3541298383 |
| 1996-07-01 | 416.9590601653 |
| 1996-08-01 | 415.4442909340 |
| 1996-09-01 | 419.7298566258 |
| 1996-10-01 | 420.3497166880 |
| 1996-11-01 | 421.7986482359 |
| 1996-12-01 | 422.9394019495 |
| 1997-01-01 | 423.0949491930 |
| 1997-02-01 | 424.3462583262 |
| 1997-03-01 | 425.0138145347 |
| 1997-04-01 | 426.1721263911 |
| 1997-05-01 | 427.8210157209 |
| 1997-06-01 | 429.5016426301 |
| 1997-07-01 | 430.0925439748 |
| 1997-08-01 | 431.1651125494 |
| 1997-09-01 | 433.1709900710 |
| 1997-10-01 | 434.0817943341 |
| 1997-11-01 | 435.9605339567 |
| 1997-12-01 | 436.8318837651 |
| 1998-01-01 | 438.2870649778 |
| 1998-02-01 | 439.4081075466 |
| 1998-03-01 | 440.6806372207 |
| 1998-04-01 | 441.7644616926 |
| 1998-05-01 | 441.7826804517 |
| 1998-06-01 | 441.9989157587 |
| 1998-07-01 | 441.4187996773 |
| 1998-08-01 | 443.9990799824 |
| 1998-09-01 | 444.2571989740 |
| 1998-10-01 | 444.7325602546 |
| 1998-11-01 | 444.7354446711 |
| 1998-12-01 | 444.8889853866 |
| 1999-01-01 | 445.5213342185 |
| 1999-02-01 | 446.4404153985 |
| 1999-03-01 | 446.7535803429 |
| 1999-04-01 | 447.9923864496 |
| 1999-05-01 | 448.8610479756 |
| 1999-06-01 | 448.2895098938 |
| 1999-07-01 | 449.2596808573 |
| 1999-08-01 | 448.6907291538 |
| 1999-09-01 | 449.2162594182 |
| 1999-10-01 | 451.1002883449 |
| 1999-11-01 | 451.4295267264 |
| 1999-12-01 | 452.8388689930 |
| 2000-01-01 | 452.5717171206 |
| 2000-02-01 | 453.0459475154 |
| 2000-03-01 | 453.1004350803 |
| 2000-04-01 | 454.1758933318 |
| 2000-05-01 | 453.9686762682 |
| 2000-06-01 | 455.2478787883 |
| 2000-07-01 | 455.3599250308 |
| 2000-08-01 | 456.9295069909 |
| 2000-09-01 | 458.0850647291 |
| 2000-10-01 | 456.3155426427 |
| 2000-11-01 | 457.2051146533 |
| 2000-12-01 | 462.2769456758 |
| 2001-01-01 | 461.2193946981 |
| 2001-02-01 | 462.0389196288 |
| 2001-03-01 | 463.3534340572 |
| 2001-04-01 | 463.5913067220 |
| 2001-05-01 | 466.3003827181 |
| 2001-06-01 | 468.6167194349 |
| 2001-07-01 | 468.7097921637 |
| 2001-08-01 | 470.3226306343 |
| 2001-09-01 | 469.0234231628 |
| 2001-10-01 | 468.3650481542 |
| 2001-11-01 | 469.6718215053 |
| 2001-12-01 | 469.9841444586 |
| 2002-01-01 | 474.3925079677 |
| 2002-02-01 | 475.5219422089 |
| 2002-03-01 | 476.4025381096 |
| 2002-04-01 | 474.0777834177 |
| 2002-05-01 | 474.7995544863 |
| 2002-06-01 | 477.5325636467 |
| 2002-07-01 | 477.8404575653 |
| 2002-08-01 | 478.9817995084 |
| 2002-09-01 | 479.3427771321 |
| 2002-10-01 | 478.3601941868 |
| 2002-11-01 | 479.2999395297 |
| 2002-12-01 | 477.9810659788 |
| 2003-01-01 | 478.4898836706 |
| 2003-02-01 | 477.2998099198 |
| 2003-03-01 | 478.7512343415 |
| 2003-04-01 | 478.9086896222 |
| 2003-05-01 | 479.2830608347 |
| 2003-06-01 | 480.6309043632 |
| 2003-07-01 | 480.3923571353 |
| 2003-08-01 | 480.2731436025 |
| 2003-09-01 | 479.8196424341 |
| 2003-10-01 | 480.9756669449 |
| 2003-11-01 | 481.3770784926 |
| 2003-12-01 | 482.2118496511 |
| 2004-01-01 | 480.5362589355 |
| 2004-02-01 | 480.0611558402 |
| 2004-03-01 | 482.5104411089 |
| 2004-04-01 | 483.4229877839 |
| 2004-05-01 | 484.6207933537 |
| 2004-06-01 | 485.0268784810 |
| 2004-07-01 | 487.0248402001 |
| 2004-08-01 | 487.5290171468 |
| 2004-09-01 | 488.9780126506 |
| 2004-10-01 | 489.9721459918 |
| 2004-11-01 | 490.5691672506 |
| 2004-12-01 | 491.9783882524 |
| 2005-01-01 | 492.9790909409 |
| 2005-02-01 | 494.5848079158 |
| 2005-03-01 | 492.8341389134 |
| 2005-04-01 | 496.2635828703 |
| 2005-05-01 | 498.0566645140 |
| 2005-06-01 | 495.2310811327 |
| 2005-07-01 | 497.3234670232 |
| 2005-08-01 | 497.9018945418 |
| 2005-09-01 | 500.6812377968 |
| 2005-10-01 | 503.0837965674 |
| 2005-11-01 | 503.6810513800 |
| 2005-12-01 | 503.5501739103 |
| 2006-01-01 | 503.7791481606 |
| 2006-02-01 | 504.5439718900 |
| 2006-03-01 | 503.7798602305 |
| 2006-04-01 | 507.0047550930 |
| 2006-05-01 | 509.1530285208 |
| 2006-06-01 | 509.0719439117 |
| 2006-07-01 | 509.6441703619 |
| 2006-08-01 | 510.1163228286 |
| 2006-09-01 | 512.0229150508 |
| 2006-10-01 | 510.9166501001 |
| 2006-11-01 | 512.1640041107 |
| 2006-12-01 | 512.4906673818 |
| 2007-01-01 | 515.6384570974 |
| 2007-02-01 | 515.7162947515 |
| 2007-03-01 | 519.1037140322 |
| 2007-04-01 | 517.1571640633 |
| 2007-05-01 | 518.3497860207 |
| 2007-06-01 | 519.5138613402 |
| 2007-07-01 | 521.4712080908 |
| 2007-08-01 | 522.2537163654 |
| 2007-09-01 | 521.3471532387 |
| 2007-10-01 | 524.0123640284 |
| 2007-11-01 | 523.4775399189 |
| 2007-12-01 | 524.0790929857 |
| 2008-01-01 | 524.9289243640 |
| 2008-02-01 | 528.0371151754 |
| 2008-03-01 | 528.1430061506 |
| 2008-04-01 | 531.3719790917 |
| 2008-05-01 | 530.9206801804 |
| 2008-06-01 | 531.8484034962 |
| 2008-07-01 | 532.6231288413 |
| 2008-08-01 | 535.1085272747 |
| 2008-09-01 | 535.7668363828 |
| 2008-10-01 | 536.7358071870 |
| 2008-11-01 | 538.4850957336 |
| 2008-12-01 | 541.1041454078 |
| 2009-01-01 | 542.5142160741 |
| 2009-02-01 | 542.5030431567 |
| 2009-03-01 | 540.9482493697 |
| 2009-04-01 | 541.4258177815 |
| 2009-05-01 | 541.5597382855 |
| 2009-06-01 | 542.2719288744 |
| 2009-07-01 | 542.9564700336 |
| 2009-08-01 | 542.4862911572 |
| 2009-09-01 | 540.8434066854 |
| 2009-10-01 | 542.5538190810 |
| 2009-11-01 | 543.8311491083 |
| 2009-12-01 | 543.4987207807 |
| 2010-01-01 | 545.6687321731 |
| 2010-02-01 | 542.7271868407 |
| 2010-03-01 | 544.3442977756 |
| 2010-04-01 | 545.1212158239 |
| 2010-05-01 | 547.4154376954 |
| 2010-06-01 | 547.4578446264 |
| 2010-07-01 | 549.1034848490 |
| 2010-08-01 | 549.5693217202 |
| 2010-09-01 | 547.3552145893 |
| 2010-10-01 | 551.6231920810 |
| 2010-11-01 | 551.3954625849 |
| 2010-12-01 | 551.5058114473 |
| 2011-01-01 | 550.8172327926 |
| 2011-02-01 | 552.4346110317 |
| 2011-03-01 | 553.7942803709 |
| 2011-04-01 | 552.9434763608 |
| 2011-05-01 | 553.9708080426 |
| 2011-06-01 | 554.6648760754 |
| 2011-07-01 | 555.7437683758 |
| 2011-08-01 | 556.6386615538 |
| 2011-09-01 | 556.5552614629 |
| 2011-10-01 | 555.6964155009 |
| 2011-11-01 | 557.1952772557 |
| 2011-12-01 | 559.5896297258 |
| 2012-01-01 | 560.2280417541 |
| 2012-02-01 | 561.1459692480 |
| 2012-03-01 | 564.2289153626 |
| 2012-04-01 | 563.6032819829 |
| 2012-05-01 | 564.4303428111 |
| 2012-06-01 | 564.4652410547 |
| 2012-07-01 | 563.3673753086 |
| 2012-08-01 | 563.5116347360 |
| 2012-09-01 | 565.3986416460 |
| 2012-10-01 | 566.8058259766 |
| 2012-11-01 | 566.8140365656 |
| 2012-12-01 | 567.6845099614 |
| 2013-01-01 | 567.9639839303 |
| 2013-02-01 | 569.4937785375 |
| 2013-03-01 | 571.5840824264 |
| 2013-04-01 | 569.7300563604 |
| 2013-05-01 | 569.4213400572 |
| 2013-06-01 | 571.1698237148 |
| 2013-07-01 | 571.4819899713 |
| 2013-08-01 | 572.7028882570 |
| 2013-09-01 | 575.8094994361 |
| 2013-10-01 | 575.8317675499 |
| 2013-11-01 | 579.1602757374 |
| 2013-12-01 | 578.1625046361 |
| 2014-01-01 | 580.0863885630 |
| 2014-02-01 | 579.0524525482 |
| 2014-03-01 | 581.4691651122 |
| 2014-04-01 | 584.3574730099 |
| 2014-05-01 | 584.9524733357 |
| 2014-06-01 | 586.4448543012 |
| 2014-07-01 | 588.3056782288 |
| 2014-08-01 | 590.5086624556 |
| 2014-09-01 | 591.9291954447 |
| 2014-10-01 | 593.1019220187 |
| 2014-11-01 | 595.2654863345 |
| 2014-12-01 | 595.2943562860 |
| 2015-01-01 | 596.4419533821 |
| 2015-02-01 | 597.4157709339 |
| 2015-03-01 | 596.9069340386 |
| 2015-04-01 | 599.3817217888 |
| 2015-05-01 | 600.5718874810 |
| 2015-06-01 | 602.5938080885 |
| 2015-07-01 | 603.0336684338 |
| 2015-08-01 | 603.0104785618 |
| 2015-09-01 | 602.9351775373 |
| 2015-10-01 | 605.7692307154 |
| 2015-11-01 | 606.9514884259 |
| 2015-12-01 | 608.5443049568 |
| 2016-01-01 | 609.3733481418 |
| 2016-02-01 | 610.4185795285 |
| 2016-03-01 | 612.4052527735 |
| 2016-04-01 | 617.5602474460 |
| 2016-05-01 | 618.2965000805 |
| 2016-06-01 | 619.0808027789 |
| 2016-07-01 | 622.7513222137 |
| 2016-08-01 | 623.9947256926 |
| 2016-09-01 | 627.0096905871 |
| 2016-10-01 | 625.9566026672 |
| 2016-11-01 | 626.3871230711 |
| 2016-12-01 | 628.9373435773 |
| 2017-01-01 | 631.6826210885 |
| 2017-02-01 | 633.6029822639 |
| 2017-03-01 | 634.2830994151 |
| 2017-04-01 | 634.9979565676 |
| 2017-05-01 | 636.0670603146 |
| 2017-06-01 | 636.2604732995 |
| 2017-07-01 | 637.8496174124 |
| 2017-08-01 | 638.2881917873 |
| 2017-09-01 | 640.3666976985 |
| 2017-10-01 | 641.3719009974 |
| 2017-11-01 | 643.3819892212 |
| 2017-12-01 | 646.6021225839 |
| 2018-01-01 | 644.7876304730 |
| 2018-02-01 | 648.0236073637 |
| 2018-03-01 | 646.9285512398 |
| 2018-04-01 | 648.7683333750 |
| 2018-05-01 | 649.6520671111 |
| 2018-06-01 | 652.3706276599 |
| 2018-07-01 | 652.1166562541 |
| 2018-08-01 | 653.5103140852 |
| 2018-09-01 | 655.8364977651 |
| 2018-10-01 | 658.2982809907 |
| 2018-11-01 | 658.2848186097 |
| 2018-12-01 | 659.5932457828 |
| 2019-01-01 | 662.4046848264 |
| 2019-02-01 | 662.4741071051 |
| 2019-03-01 | 664.2457022195 |
| 2019-04-01 | 664.9622052225 |
| 2019-05-01 | 664.5596361511 |
| 2019-06-01 | 665.6229759215 |
| 2019-07-01 | 664.1960720014 |
| 2019-08-01 | 666.0904354428 |
| 2019-09-01 | 667.3058326691 |
| 2019-10-01 | 668.4031775644 |
| 2019-11-01 | 670.4294088081 |
| 2019-12-01 | 672.0080838304 |
| 2020-01-01 | 674.0414058670 |
| 2020-02-01 | 676.1127207351 |
| 2020-03-01 | 669.7704828038 |
| 2020-04-01 | 590.6611385109 |
| 2020-05-01 | 596.6522627826 |
| 2020-06-01 | 614.0655271621 |
| 2020-07-01 | 619.2532117133 |
| 2020-08-01 | 623.9058584265 |
| 2020-09-01 | 625.9448589020 |
| 2020-10-01 | 629.5465948685 |
| 2020-11-01 | 631.2082925694 |
| 2020-12-01 | 627.7070013143 |
| 2021-01-01 | 630.9706984344 |
| 2021-02-01 | 630.0288166782 |
| 2021-03-01 | 637.3568947828 |
| 2021-04-01 | 639.0949578369 |
| 2021-05-01 | 641.3775272054 |
| 2021-06-01 | 642.1774914713 |
| 2021-07-01 | 643.8181463589 |
| 2021-08-01 | 644.3335156058 |
| 2021-09-01 | 642.0165341101 |
| 2021-10-01 | 648.2932267662 |
| 2021-11-01 | 650.3021723884 |
| 2021-12-01 | 653.8180204072 |
| 2022-01-01 | 652.1426512670 |
| 2022-02-01 | 658.5516949407 |
| 2022-03-01 | 660.1201072531 |
| 2022-04-01 | 664.3317536210 |
| 2022-05-01 | 667.0091539246 |
| 2022-06-01 | 665.9705749350 |
| 2022-07-01 | 670.6858042345 |
| 2022-08-01 | 673.7341077927 |
| 2022-09-01 | 677.0513868457 |
| 2022-10-01 | 678.8413813223 |
| 2022-11-01 | 680.8034287614 |
| 2022-12-01 | 684.0474587002 |
| 2023-01-01 | 687.3421813628 |
| 2023-02-01 | 690.3634042958 |
| 2023-03-01 | 693.9837387467 |
| 2023-04-01 | 696.5220918740 |
| 2023-05-01 | 698.1510548868 |
| 2023-06-01 | 702.2142701029 |
| 2023-07-01 | 705.3973577393 |
| 2023-08-01 | 708.5128462958 |
| 2023-09-01 | 711.0924495962 |
| 2023-10-01 | 712.5669696986 |
| 2023-11-01 | 715.5678978202 |
| 2023-12-01 | 720.3332657078 |
| 2024-01-01 | 716.0348124124 |
| 2024-02-01 | 722.0091795464 |
| 2024-03-01 | 722.3850740613 |
| 2024-04-01 | 724.5425963131 |
| 2024-05-01 | 726.8601523702 |
| 2024-06-01 | 729.8183861502 |
| 2024-07-01 | 732.0312190441 |
| 2024-08-01 | 732.9616780075 |
| 2024-09-01 | 735.8893110509 |
| 2024-10-01 | 735.3184041237 |
| 2024-11-01 | 738.2509745107 |
| 2024-12-01 | 740.6001746772 |
| 2025-01-01 | 744.2171909924 |
| 2025-02-01 | 746.2227707384 |
| 2025-03-01 | 747.8972258269 |
| 2025-04-01 | 747.7459337272 |
| 2025-05-01 | 747.8592653082 |
| 2025-06-01 | 753.1606485553 |
| 2025-07-01 | 753.1553980469 |
| 2025-08-01 | 754.5017833975 |
| 2025-09-01 | 753.0542824619 |
| 2025-10-01 | 755.5813280556 |
| 2025-11-01 | 757.0083263426 |
| 2025-12-01 | 759.0580656522 |
| 2026-01-01 | 763.9569633331 |
| 2026-02-01 | 759.4193089128 |
| 2026-03-01 | 761.2333786457 |
| 2026-04-01 | 762.6735766365 |
| 2026-05-01 | 763.6689039701 |
| 2026-06-01 | 766.3042269495 |
| 2026-07-01 | 765.8958790641 |
| 2026-08-01 | 768.3964158150 |
| 2026-09-01 | 769.9307471905 |