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 2026-08-01 |
| Last Updated | 2026-09-18 12:14 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 | 346.5878008694 |
| 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 | 451.1002883450 |
| 1999-11-01 | 451.4295267264 |
| 1999-12-01 | 452.8388689930 |
| 2000-01-01 | 452.5717171205 |
| 2000-02-01 | 453.0459475153 |
| 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 | 456.9295069910 |
| 2000-09-01 | 458.0850647293 |
| 2000-10-01 | 456.3155426430 |
| 2000-11-01 | 457.2051146536 |
| 2000-12-01 | 462.2769456760 |
| 2001-01-01 | 461.2193946981 |
| 2001-02-01 | 462.0389196277 |
| 2001-03-01 | 463.3534340569 |
| 2001-04-01 | 463.5913067218 |
| 2001-05-01 | 466.3003827180 |
| 2001-06-01 | 468.6167194348 |
| 2001-07-01 | 468.7097921637 |
| 2001-08-01 | 470.3226306345 |
| 2001-09-01 | 469.0234231634 |
| 2001-10-01 | 468.3650481551 |
| 2001-11-01 | 469.6718215064 |
| 2001-12-01 | 469.9841444594 |
| 2002-01-01 | 474.3925079677 |
| 2002-02-01 | 475.5219422061 |
| 2002-03-01 | 476.4025381083 |
| 2002-04-01 | 474.0777834165 |
| 2002-05-01 | 474.7995544857 |
| 2002-06-01 | 477.5325636462 |
| 2002-07-01 | 477.8404575652 |
| 2002-08-01 | 478.9817995090 |
| 2002-09-01 | 479.3427771344 |
| 2002-10-01 | 478.3601941904 |
| 2002-11-01 | 479.2999395333 |
| 2002-12-01 | 477.9810659819 |
| 2003-01-01 | 478.4898836723 |
| 2003-02-01 | 477.2998099166 |
| 2003-03-01 | 478.7512343277 |
| 2003-04-01 | 478.9086896181 |
| 2003-05-01 | 479.2830608359 |
| 2003-06-01 | 480.6309043610 |
| 2003-07-01 | 480.3923571350 |
| 2003-08-01 | 480.2731436041 |
| 2003-09-01 | 479.8196424457 |
| 2003-10-01 | 480.9756669519 |
| 2003-11-01 | 481.3770784993 |
| 2003-12-01 | 482.2118496570 |
| 2004-01-01 | 480.5362589382 |
| 2004-02-01 | 480.0611558352 |
| 2004-03-01 | 482.5104410750 |
| 2004-04-01 | 483.4229877754 |
| 2004-05-01 | 484.6207933591 |
| 2004-06-01 | 485.0268784799 |
| 2004-07-01 | 487.0248401979 |
| 2004-08-01 | 487.5290171437 |
| 2004-09-01 | 488.9780126777 |
| 2004-10-01 | 489.9721460045 |
| 2004-11-01 | 490.5691672707 |
| 2004-12-01 | 491.9783882651 |
| 2005-01-01 | 492.9790909418 |
| 2005-02-01 | 494.5848078838 |
| 2005-03-01 | 492.8341388781 |
| 2005-04-01 | 496.2635828080 |
| 2005-05-01 | 498.0566645742 |
| 2005-06-01 | 495.2310811658 |
| 2005-07-01 | 497.3234670154 |
| 2005-08-01 | 497.9018945003 |
| 2005-09-01 | 500.6812377895 |
| 2005-10-01 | 503.0837965590 |
| 2005-11-01 | 503.6810514355 |
| 2005-12-01 | 503.5501739933 |
| 2006-01-01 | 503.7791482298 |
| 2006-02-01 | 504.5439718683 |
| 2006-03-01 | 503.7798602102 |
| 2006-04-01 | 507.0047549414 |
| 2006-05-01 | 509.1530285308 |
| 2006-06-01 | 509.0719438055 |
| 2006-07-01 | 509.6441701899 |
| 2006-08-01 | 510.1163227802 |
| 2006-09-01 | 512.0229147959 |
| 2006-10-01 | 510.9166504603 |
| 2006-11-01 | 512.1640047326 |
| 2006-12-01 | 512.4906680253 |
| 2007-01-01 | 515.6384575664 |
| 2007-02-01 | 515.7162938599 |
| 2007-03-01 | 519.1037136667 |
| 2007-04-01 | 517.1571633153 |
| 2007-05-01 | 518.3497855987 |
| 2007-06-01 | 519.5138609485 |
| 2007-07-01 | 521.4712078274 |
| 2007-08-01 | 522.2537165894 |
| 2007-09-01 | 521.3471531458 |
| 2007-10-01 | 524.0123655503 |
| 2007-11-01 | 523.4775418654 |
| 2007-12-01 | 524.0790944193 |
| 2008-01-01 | 524.9289263520 |
| 2008-02-01 | 528.0371120320 |
| 2008-03-01 | 528.1430039818 |
| 2008-04-01 | 531.3719765494 |
| 2008-05-01 | 530.9206786706 |
| 2008-06-01 | 531.8484031024 |
| 2008-07-01 | 532.6231289690 |
| 2008-08-01 | 535.1085275137 |
| 2008-09-01 | 535.7668359128 |
| 2008-10-01 | 536.7358148557 |
| 2008-11-01 | 538.4850980490 |
| 2008-12-01 | 541.1041476659 |
| 2009-01-01 | 542.5142217187 |
| 2009-02-01 | 542.5030410012 |
| 2009-03-01 | 540.9482320842 |
| 2009-04-01 | 541.4258163457 |
| 2009-05-01 | 541.5597370669 |
| 2009-06-01 | 542.2719279541 |
| 2009-07-01 | 542.9564690230 |
| 2009-08-01 | 542.4862972544 |
| 2009-09-01 | 540.8434050615 |
| 2009-10-01 | 542.5538323226 |
| 2009-11-01 | 543.8311519532 |
| 2009-12-01 | 543.4987247147 |
| 2010-01-01 | 545.6687425894 |
| 2010-02-01 | 542.7271882421 |
| 2010-03-01 | 544.3442581125 |
| 2010-04-01 | 545.1212160721 |
| 2010-05-01 | 547.4154357789 |
| 2010-06-01 | 547.4578419012 |
| 2010-07-01 | 549.1034828006 |
| 2010-08-01 | 549.5693347218 |
| 2010-09-01 | 547.3552125123 |
| 2010-10-01 | 551.6232119374 |
| 2010-11-01 | 551.3954716922 |
| 2010-12-01 | 551.5058186060 |
| 2011-01-01 | 550.8172466456 |
| 2011-02-01 | 552.4346310290 |
| 2011-03-01 | 553.7942102703 |
| 2011-04-01 | 552.9434675675 |
| 2011-05-01 | 553.9707903740 |
| 2011-06-01 | 554.6648584582 |
| 2011-07-01 | 555.7437604782 |
| 2011-08-01 | 556.6386902389 |
| 2011-09-01 | 556.5552786864 |
| 2011-10-01 | 555.6964570636 |
| 2011-11-01 | 557.1953068877 |
| 2011-12-01 | 559.5896455470 |
| 2012-01-01 | 560.2280579565 |
| 2012-02-01 | 561.1460043570 |
| 2012-03-01 | 564.2288020548 |
| 2012-04-01 | 563.6032424965 |
| 2012-05-01 | 564.4302816792 |
| 2012-06-01 | 564.4651851198 |
| 2012-07-01 | 563.3673501163 |
| 2012-08-01 | 563.5116777234 |
| 2012-09-01 | 565.3987667980 |
| 2012-10-01 | 566.8059183341 |
| 2012-11-01 | 566.8141077021 |
| 2012-12-01 | 567.6845316940 |
| 2013-01-01 | 567.9639829366 |
| 2013-02-01 | 569.4938162748 |
| 2013-03-01 | 571.5839215277 |
| 2013-04-01 | 569.7299018146 |
| 2013-05-01 | 569.4212435091 |
| 2013-06-01 | 571.1697167861 |
| 2013-07-01 | 571.4818966670 |
| 2013-08-01 | 572.7028460051 |
| 2013-09-01 | 575.8101143160 |
| 2013-10-01 | 575.8317595484 |
| 2013-11-01 | 579.1605485482 |
| 2013-12-01 | 578.1624537317 |
| 2014-01-01 | 580.0863127377 |
| 2014-02-01 | 579.0524204929 |
| 2014-03-01 | 581.4689475170 |
| 2014-04-01 | 584.3571904332 |
| 2014-05-01 | 584.9523393838 |
| 2014-06-01 | 586.4446993995 |
| 2014-07-01 | 588.3055080423 |
| 2014-08-01 | 590.5085254055 |
| 2014-09-01 | 591.9303496222 |
| 2014-10-01 | 593.1018337651 |
| 2014-11-01 | 595.2660319163 |
| 2014-12-01 | 595.2942291806 |
| 2015-01-01 | 596.4419542969 |
| 2015-02-01 | 597.4153624062 |
| 2015-03-01 | 596.9067773113 |
| 2015-04-01 | 599.3813223519 |
| 2015-05-01 | 600.5716673627 |
| 2015-06-01 | 602.5935324698 |
| 2015-07-01 | 603.0333764361 |
| 2015-08-01 | 603.0102312188 |
| 2015-09-01 | 602.9368421610 |
| 2015-10-01 | 605.7691469462 |
| 2015-11-01 | 606.9524472388 |
| 2015-12-01 | 608.5442261269 |
| 2016-01-01 | 609.3734835878 |
| 2016-02-01 | 610.4177108701 |
| 2016-03-01 | 612.4050446552 |
| 2016-04-01 | 617.5596816567 |
| 2016-05-01 | 618.2960939537 |
| 2016-06-01 | 619.0803794076 |
| 2016-07-01 | 622.7508268690 |
| 2016-08-01 | 623.9944561372 |
| 2016-09-01 | 627.0115366263 |
| 2016-10-01 | 625.9567826100 |
| 2016-11-01 | 626.3885234317 |
| 2016-12-01 | 628.9376329740 |
| 2017-01-01 | 631.6832269853 |
| 2017-02-01 | 633.6020634876 |
| 2017-03-01 | 634.2823638945 |
| 2017-04-01 | 634.9971447604 |
| 2017-05-01 | 636.0661165329 |
| 2017-06-01 | 636.2592375618 |
| 2017-07-01 | 637.8489288264 |
| 2017-08-01 | 638.2879465366 |
| 2017-09-01 | 640.3687848948 |
| 2017-10-01 | 641.3725768646 |
| 2017-11-01 | 643.3840703324 |
| 2017-12-01 | 646.6031308670 |
| 2018-01-01 | 644.7897995077 |
| 2018-02-01 | 648.0226589570 |
| 2018-03-01 | 646.9252435838 |
| 2018-04-01 | 648.7681251362 |
| 2018-05-01 | 649.6505812038 |
| 2018-06-01 | 652.3681575247 |
| 2018-07-01 | 652.1154286305 |
| 2018-08-01 | 653.5100248840 |
| 2018-09-01 | 655.8389381855 |
| 2018-10-01 | 658.2995453647 |
| 2018-11-01 | 658.2872248343 |
| 2018-12-01 | 659.5950138216 |
| 2019-01-01 | 662.4104801259 |
| 2019-02-01 | 662.4727742062 |
| 2019-03-01 | 664.2395917828 |
| 2019-04-01 | 664.9634804808 |
| 2019-05-01 | 664.5586335391 |
| 2019-06-01 | 665.6134775586 |
| 2019-07-01 | 664.1962082498 |
| 2019-08-01 | 666.0911099417 |
| 2019-09-01 | 667.3088163529 |
| 2019-10-01 | 668.4050104216 |
| 2019-11-01 | 670.4322881434 |
| 2019-12-01 | 672.0105345375 |
| 2020-01-01 | 674.0500625454 |
| 2020-02-01 | 676.1105891657 |
| 2020-03-01 | 669.7620316740 |
| 2020-04-01 | 590.6640017847 |
| 2020-05-01 | 596.6526266142 |
| 2020-06-01 | 614.0510922586 |
| 2020-07-01 | 619.2540766881 |
| 2020-08-01 | 623.9067072889 |
| 2020-09-01 | 625.9477344985 |
| 2020-10-01 | 629.5484569431 |
| 2020-11-01 | 631.2106565293 |
| 2020-12-01 | 627.7127571642 |
| 2021-01-01 | 630.9831511468 |
| 2021-02-01 | 630.0257408727 |
| 2021-03-01 | 637.3481019760 |
| 2021-04-01 | 639.0971447683 |
| 2021-05-01 | 641.3750187750 |
| 2021-06-01 | 642.1518648961 |
| 2021-07-01 | 643.8173165642 |
| 2021-08-01 | 644.3355387106 |
| 2021-09-01 | 642.0241495007 |
| 2021-10-01 | 648.3023602524 |
| 2021-11-01 | 650.3101187943 |
| 2021-12-01 | 653.8307578097 |
| 2022-01-01 | 652.1613005706 |
| 2022-02-01 | 658.5468906236 |
| 2022-03-01 | 660.1025195035 |
| 2022-04-01 | 664.3135935585 |
| 2022-05-01 | 667.0233570115 |
| 2022-06-01 | 665.9122294847 |
| 2022-07-01 | 670.6707047632 |
| 2022-08-01 | 673.7403392447 |
| 2022-09-01 | 677.0800795046 |
| 2022-10-01 | 678.8718442144 |
| 2022-11-01 | 680.8295851526 |
| 2022-12-01 | 684.0777134679 |
| 2023-01-01 | 687.3731112374 |
| 2023-02-01 | 690.3479673670 |
| 2023-03-01 | 693.9512017404 |
| 2023-04-01 | 696.4721196469 |
| 2023-05-01 | 698.1708802751 |
| 2023-06-01 | 702.0882056786 |
| 2023-07-01 | 705.2991704773 |
| 2023-08-01 | 708.5939934561 |
| 2023-09-01 | 711.1792248646 |
| 2023-10-01 | 712.6374411909 |
| 2023-11-01 | 715.6275240642 |
| 2023-12-01 | 720.3889020365 |
| 2024-01-01 | 716.0717767566 |
| 2024-02-01 | 721.9753500368 |
| 2024-03-01 | 722.3291207294 |
| 2024-04-01 | 724.4512439746 |
| 2024-05-01 | 726.8826923641 |
| 2024-06-01 | 729.6157159744 |
| 2024-07-01 | 731.8032410305 |
| 2024-08-01 | 733.1344257352 |
| 2024-09-01 | 736.0457113191 |
| 2024-10-01 | 735.4386468370 |
| 2024-11-01 | 738.3522974178 |
| 2024-12-01 | 740.6894712716 |
| 2025-01-01 | 744.2632220751 |
| 2025-02-01 | 746.1671707228 |
| 2025-03-01 | 747.8197193517 |
| 2025-04-01 | 747.6228245727 |
| 2025-05-01 | 747.8615870966 |
| 2025-06-01 | 752.8875193789 |
| 2025-07-01 | 752.7727106793 |
| 2025-08-01 | 754.7925871545 |
| 2025-09-01 | 753.2689998391 |
| 2025-10-01 | 755.7521306097 |
| 2025-11-01 | 757.1508560808 |
| 2025-12-01 | 759.1771302751 |
| 2026-01-01 | 764.0080457251 |
| 2026-02-01 | 759.3483477490 |
| 2026-03-01 | 761.1395911420 |
| 2026-04-01 | 762.5302842653 |
| 2026-05-01 | 763.6780170488 |
| 2026-06-01 | 765.9893249178 |
| 2026-07-01 | 765.4106712205 |
| 2026-08-01 | 765.7972884586 |