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 2026-05-01 |
| Last Updated | 2026-06-24 9:51 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 | 362.008619135507 |
| 1991-03-01 | 362.538165188229 |
| 1991-04-01 | 363.433556715499 |
| 1991-05-01 | 364.691058208077 |
| 1991-06-01 | 365.515504439018 |
| 1991-07-01 | 364.851013094121 |
| 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 | 390.473100894048 |
| 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 | 401.377927894516 |
| 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 | 423.094949192976 |
| 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 | 431.165112549444 |
| 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 | 441.782680451687 |
| 1998-06-01 | 441.998915758701 |
| 1998-07-01 | 441.418799677300 |
| 1998-08-01 | 443.999079982413 |
| 1998-09-01 | 444.257198974023 |
| 1998-10-01 | 444.732560254597 |
| 1998-11-01 | 444.735444671089 |
| 1998-12-01 | 444.888985386618 |
| 1999-01-01 | 445.521334218525 |
| 1999-02-01 | 446.440415398488 |
| 1999-03-01 | 446.753580342949 |
| 1999-04-01 | 447.992386449587 |
| 1999-05-01 | 448.861047975562 |
| 1999-06-01 | 448.289509893847 |
| 1999-07-01 | 449.259680857294 |
| 1999-08-01 | 448.690729153815 |
| 1999-09-01 | 449.216259418187 |
| 1999-10-01 | 451.100288344920 |
| 1999-11-01 | 451.429526726367 |
| 1999-12-01 | 452.838868993035 |
| 2000-01-01 | 452.571717120562 |
| 2000-02-01 | 453.045947515375 |
| 2000-03-01 | 453.100435080335 |
| 2000-04-01 | 454.175893331824 |
| 2000-05-01 | 453.968676268249 |
| 2000-06-01 | 455.247878788381 |
| 2000-07-01 | 455.359925030837 |
| 2000-08-01 | 456.929506990955 |
| 2000-09-01 | 458.085064729069 |
| 2000-10-01 | 456.315542642645 |
| 2000-11-01 | 457.205114653174 |
| 2000-12-01 | 462.276945675674 |
| 2001-01-01 | 461.219394698080 |
| 2001-02-01 | 462.038919628881 |
| 2001-03-01 | 463.353434057265 |
| 2001-04-01 | 463.591306722129 |
| 2001-05-01 | 466.300382718220 |
| 2001-06-01 | 468.616719435011 |
| 2001-07-01 | 468.709792163760 |
| 2001-08-01 | 470.322630634210 |
| 2001-09-01 | 469.023423162596 |
| 2001-10-01 | 468.365048153951 |
| 2001-11-01 | 469.671821504964 |
| 2001-12-01 | 469.984144458205 |
| 2002-01-01 | 474.392507967634 |
| 2002-02-01 | 475.521942209297 |
| 2002-03-01 | 476.402538110014 |
| 2002-04-01 | 474.077783418146 |
| 2002-05-01 | 474.799554486841 |
| 2002-06-01 | 477.532563647669 |
| 2002-07-01 | 477.840457565358 |
| 2002-08-01 | 478.981799508123 |
| 2002-09-01 | 479.342777131207 |
| 2002-10-01 | 478.360194185418 |
| 2002-11-01 | 479.299939528374 |
| 2002-12-01 | 477.981065977574 |
| 2003-01-01 | 478.489883669833 |
| 2003-02-01 | 477.299809920162 |
| 2003-03-01 | 478.751234346410 |
| 2003-04-01 | 478.908689623635 |
| 2003-05-01 | 479.283060835309 |
| 2003-06-01 | 480.630904365517 |
| 2003-07-01 | 480.392357135387 |
| 2003-08-01 | 480.273143601601 |
| 2003-09-01 | 479.819642429254 |
| 2003-10-01 | 480.975666941923 |
| 2003-11-01 | 481.377078489696 |
| 2003-12-01 | 482.211849648517 |
| 2004-01-01 | 480.536258934068 |
| 2004-02-01 | 480.061155841010 |
| 2004-03-01 | 482.510441121098 |
| 2004-04-01 | 483.422987788278 |
| 2004-05-01 | 484.620793355760 |
| 2004-06-01 | 485.026878485660 |
| 2004-07-01 | 487.024840201217 |
| 2004-08-01 | 487.529017145903 |
| 2004-09-01 | 488.978012633250 |
| 2004-10-01 | 489.972145983356 |
| 2004-11-01 | 490.569167240623 |
| 2004-12-01 | 491.978388246765 |
| 2005-01-01 | 492.979090941146 |
| 2005-02-01 | 494.584807930565 |
| 2005-03-01 | 492.834138931082 |
| 2005-04-01 | 496.263582899036 |
| 2005-05-01 | 498.056664507228 |
| 2005-06-01 | 495.231081131812 |
| 2005-07-01 | 497.323467023379 |
| 2005-08-01 | 497.901894540367 |
| 2005-09-01 | 500.681237765365 |
| 2005-10-01 | 503.083796546784 |
| 2005-11-01 | 503.681051352788 |
| 2005-12-01 | 503.550173893976 |
| 2006-01-01 | 503.779148162526 |
| 2006-02-01 | 504.543971926907 |
| 2006-03-01 | 503.779860260080 |
| 2006-04-01 | 507.004755158329 |
| 2006-05-01 | 509.153028528114 |
| 2006-06-01 | 509.071943945624 |
| 2006-07-01 | 509.644170404448 |
| 2006-08-01 | 510.116322822701 |
| 2006-09-01 | 512.022915000164 |
| 2006-10-01 | 510.916649961431 |
| 2006-11-01 | 512.164003905326 |
| 2006-12-01 | 512.490667197571 |
| 2007-01-01 | 515.638456999692 |
| 2007-02-01 | 515.716295199647 |
| 2007-03-01 | 519.103714198210 |
| 2007-04-01 | 517.157164312525 |
| 2007-05-01 | 518.349786130619 |
| 2007-06-01 | 519.513861414351 |
| 2007-07-01 | 521.471208119005 |
| 2007-08-01 | 522.253716271125 |
| 2007-09-01 | 521.347153017444 |
| 2007-10-01 | 524.012363556722 |
| 2007-11-01 | 523.477539249132 |
| 2007-12-01 | 524.079092443081 |
| 2008-01-01 | 524.928924103150 |
| 2008-02-01 | 528.037116418724 |
| 2008-03-01 | 528.143006939429 |
| 2008-04-01 | 531.371979915579 |
| 2008-05-01 | 530.920680563475 |
| 2008-06-01 | 531.848403499446 |
| 2008-07-01 | 532.623128696510 |
| 2008-08-01 | 535.108527102058 |
| 2008-09-01 | 535.766835878452 |
| 2008-10-01 | 536.735805467942 |
| 2008-11-01 | 538.485094549540 |
| 2008-12-01 | 541.104144297302 |
| 2009-01-01 | 542.514214886249 |
| 2009-02-01 | 542.503043980688 |
| 2009-03-01 | 540.948256095637 |
| 2009-04-01 | 541.425817966543 |
| 2009-05-01 | 541.559738308332 |
| 2009-06-01 | 542.271928793969 |
| 2009-07-01 | 542.956469992969 |
| 2009-08-01 | 542.486289440559 |
| 2009-09-01 | 540.843406043026 |
| 2009-10-01 | 542.553816193094 |
| 2009-11-01 | 543.831147369164 |
| 2009-12-01 | 543.498718977738 |
| 2010-01-01 | 545.668729845259 |
| 2010-02-01 | 542.727186375473 |
| 2010-03-01 | 544.344312884980 |
| 2010-04-01 | 545.121214830350 |
| 2010-05-01 | 547.415437211630 |
| 2010-06-01 | 547.457844548956 |
| 2010-07-01 | 549.103484827763 |
| 2010-08-01 | 549.569318291018 |
| 2010-09-01 | 547.355214113269 |
| 2010-10-01 | 551.623188707019 |
| 2010-11-01 | 551.395458414700 |
| 2010-12-01 | 551.505809909554 |
| 2011-01-01 | 550.817230022957 |
| 2011-02-01 | 552.434607467469 |
| 2011-03-01 | 553.794303827656 |
| 2011-04-01 | 552.943473654214 |
| 2011-05-01 | 553.970806073581 |
| 2011-06-01 | 554.664875693899 |
| 2011-07-01 | 555.743770413677 |
| 2011-08-01 | 556.638659689429 |
| 2011-09-01 | 556.555263777605 |
| 2011-10-01 | 555.696412532135 |
| 2011-11-01 | 557.195267979859 |
| 2011-12-01 | 559.589625256025 |
| 2012-01-01 | 560.228037838187 |
| 2012-02-01 | 561.145964824478 |
| 2012-03-01 | 564.228941103263 |
| 2012-04-01 | 563.603279998853 |
| 2012-05-01 | 564.430337223723 |
| 2012-06-01 | 564.465235988219 |
| 2012-07-01 | 563.367379346650 |
| 2012-08-01 | 563.511641249669 |
| 2012-09-01 | 565.398649156919 |
| 2012-10-01 | 566.805834225315 |
| 2012-11-01 | 566.814029535873 |
| 2012-12-01 | 567.684503437465 |
| 2013-01-01 | 567.963972017180 |
| 2013-02-01 | 569.493761024592 |
| 2013-03-01 | 571.584088363617 |
| 2013-04-01 | 569.730069099254 |
| 2013-05-01 | 569.421326217789 |
| 2013-06-01 | 571.169813261945 |
| 2013-07-01 | 571.481981368755 |
| 2013-08-01 | 572.702877678434 |
| 2013-09-01 | 575.809613609592 |
| 2013-10-01 | 575.831797703978 |
| 2013-11-01 | 579.160196081762 |
| 2013-12-01 | 578.162525757538 |
| 2014-01-01 | 580.086374284161 |
| 2014-02-01 | 579.052405094317 |
| 2014-03-01 | 581.469132631495 |
| 2014-04-01 | 584.357511514329 |
| 2014-05-01 | 584.952465636576 |
| 2014-06-01 | 586.444833876035 |
| 2014-07-01 | 588.305634171263 |
| 2014-08-01 | 590.508642206447 |
| 2014-09-01 | 591.929440709843 |
| 2014-10-01 | 593.101944482653 |
| 2014-11-01 | 595.265256230091 |
| 2014-12-01 | 595.294632082655 |
| 2015-01-01 | 596.441956884791 |
| 2015-02-01 | 597.415295221348 |
| 2015-03-01 | 596.907002202186 |
| 2015-04-01 | 599.381909808524 |
| 2015-05-01 | 600.571937397252 |
| 2015-06-01 | 602.593775920358 |
| 2015-07-01 | 603.033566485033 |
| 2015-08-01 | 603.010400193067 |
| 2015-09-01 | 602.935531095034 |
| 2015-10-01 | 605.769283072649 |
| 2015-11-01 | 606.951170170928 |
| 2015-12-01 | 608.544837721782 |
| 2016-01-01 | 609.373295515464 |
| 2016-02-01 | 610.417537709558 |
| 2016-03-01 | 612.405314133192 |
| 2016-04-01 | 617.560584829296 |
| 2016-05-01 | 618.296813668432 |
| 2016-06-01 | 619.081071185454 |
| 2016-07-01 | 622.750680987039 |
| 2016-08-01 | 623.994909648113 |
| 2016-09-01 | 627.010302578370 |
| 2016-10-01 | 625.956891406267 |
| 2016-11-01 | 626.387012419047 |
| 2016-12-01 | 628.938005432302 |
| 2017-01-01 | 631.681792400332 |
| 2017-02-01 | 633.600151229953 |
| 2017-03-01 | 634.283321713435 |
| 2017-04-01 | 634.998046152920 |
| 2017-05-01 | 636.067839180097 |
| 2017-06-01 | 636.263609703646 |
| 2017-07-01 | 637.848430327861 |
| 2017-08-01 | 638.288492636229 |
| 2017-09-01 | 640.367501820358 |
| 2017-10-01 | 641.372374206231 |
| 2017-11-01 | 643.381809179513 |
| 2017-12-01 | 646.602827106943 |
| 2018-01-01 | 644.786122050701 |
| 2018-02-01 | 648.017332103781 |
| 2018-03-01 | 646.925760958124 |
| 2018-04-01 | 648.769452635325 |
| 2018-05-01 | 649.655153744840 |
| 2018-06-01 | 652.378619117940 |
| 2018-07-01 | 652.116259347536 |
| 2018-08-01 | 653.511135070049 |
| 2018-09-01 | 655.836875029333 |
| 2018-10-01 | 658.298250622440 |
| 2018-11-01 | 658.284720429337 |
| 2018-12-01 | 659.593433011720 |
| 2019-01-01 | 662.400666081427 |
| 2019-02-01 | 662.464019264485 |
| 2019-03-01 | 664.238693892825 |
| 2019-04-01 | 664.960530100334 |
| 2019-05-01 | 664.561382233611 |
| 2019-06-01 | 665.656667552265 |
| 2019-07-01 | 664.191120477947 |
| 2019-08-01 | 666.088638913464 |
| 2019-09-01 | 667.305324349135 |
| 2019-10-01 | 668.402702024397 |
| 2019-11-01 | 670.428264159529 |
| 2019-12-01 | 672.006759935363 |
| 2020-01-01 | 674.034548208155 |
| 2020-02-01 | 676.097756313730 |
| 2020-03-01 | 669.756585813540 |
| 2020-04-01 | 590.657491537771 |
| 2020-05-01 | 596.654876933022 |
| 2020-06-01 | 614.121519743066 |
| 2020-07-01 | 619.247450884862 |
| 2020-08-01 | 623.902971474696 |
| 2020-09-01 | 625.942633931756 |
| 2020-10-01 | 629.543635430048 |
| 2020-11-01 | 631.204081111231 |
| 2020-12-01 | 627.703265634522 |
| 2021-01-01 | 630.959617218791 |
| 2021-02-01 | 630.010300169399 |
| 2021-03-01 | 637.339898666857 |
| 2021-04-01 | 639.090138937313 |
| 2021-05-01 | 641.383909977308 |
| 2021-06-01 | 642.263743706281 |
| 2021-07-01 | 643.811357031180 |
| 2021-08-01 | 644.326744860750 |
| 2021-09-01 | 642.009237825160 |
| 2021-10-01 | 648.285864388983 |
| 2021-11-01 | 650.295248460803 |
| 2021-12-01 | 653.810851360088 |
| 2022-01-01 | 652.126311765904 |
| 2022-02-01 | 658.530773596520 |
| 2022-03-01 | 660.100869196050 |
| 2022-04-01 | 664.323553414094 |
| 2022-05-01 | 667.003926975792 |
| 2022-06-01 | 666.134595160170 |
| 2022-07-01 | 670.653847079577 |
| 2022-08-01 | 673.702226554332 |
| 2022-09-01 | 677.051986678900 |
| 2022-10-01 | 678.825013782735 |
| 2022-11-01 | 680.795207205132 |
| 2022-12-01 | 684.037900104215 |
| 2023-01-01 | 687.318686584359 |
| 2023-02-01 | 690.340690519365 |
| 2023-03-01 | 693.963888545317 |
| 2023-04-01 | 696.518234983399 |
| 2023-05-01 | 698.112412551987 |
| 2023-06-01 | 702.546127655703 |
| 2023-07-01 | 705.242862942420 |
| 2023-08-01 | 708.449680672897 |
| 2023-09-01 | 711.114490900106 |
| 2023-10-01 | 712.547004881604 |
| 2023-11-01 | 715.566282840612 |
| 2023-12-01 | 720.330177224836 |
| 2024-01-01 | 716.010397820314 |
| 2024-02-01 | 721.979319619060 |
| 2024-03-01 | 722.359856379436 |
| 2024-04-01 | 724.551893610264 |
| 2024-05-01 | 726.786751213240 |
| 2024-06-01 | 730.348274928389 |
| 2024-07-01 | 731.704489783441 |
| 2024-08-01 | 732.851589351376 |
| 2024-09-01 | 735.938718155462 |
| 2024-10-01 | 735.298336981110 |
| 2024-11-01 | 738.260794561274 |
| 2024-12-01 | 740.610740641596 |
| 2025-01-01 | 744.195343289827 |
| 2025-02-01 | 746.181894069624 |
| 2025-03-01 | 747.864847455256 |
| 2025-04-01 | 747.779366464725 |
| 2025-05-01 | 747.760115466684 |
| 2025-06-01 | 753.887728903237 |
| 2025-07-01 | 752.637716804255 |
| 2025-08-01 | 754.354694603100 |
| 2025-09-01 | 753.109625361769 |
| 2025-10-01 | 755.567103818659 |
| 2025-11-01 | 757.033884918094 |
| 2025-12-01 | 759.086976738652 |
| 2026-01-01 | 763.944149968885 |
| 2026-02-01 | 759.368703077851 |
| 2026-03-01 | 761.195047232046 |
| 2026-04-01 | 762.729930335370 |
| 2026-05-01 | 764.354176870395 |