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 2026-04-01 |
| Last Updated | 2026-05-26 2:54 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 | 346.587800869416 |
| 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 | 362.538165188230 |
| 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 | 384.104887139944 |
| 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 | 390.786384000603 |
| 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 | 412.719167644653 |
| 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 | 419.729856625837 |
| 1996-10-01 | 420.349716687990 |
| 1996-11-01 | 421.798648235937 |
| 1996-12-01 | 422.939401949538 |
| 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 | 431.165112549445 |
| 1997-09-01 | 433.170990070975 |
| 1997-10-01 | 434.081794334149 |
| 1997-11-01 | 435.960533956750 |
| 1997-12-01 | 436.831883765072 |
| 1998-01-01 | 438.287064977759 |
| 1998-02-01 | 439.408107546606 |
| 1998-03-01 | 440.680637220691 |
| 1998-04-01 | 441.764461692630 |
| 1998-05-01 | 441.782680451686 |
| 1998-06-01 | 441.998915758701 |
| 1998-07-01 | 441.418799677299 |
| 1998-08-01 | 443.999079982414 |
| 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 | 446.440415398487 |
| 1999-03-01 | 446.753580342949 |
| 1999-04-01 | 447.992386449586 |
| 1999-05-01 | 448.861047975562 |
| 1999-06-01 | 448.289509893847 |
| 1999-07-01 | 449.259680857294 |
| 1999-08-01 | 448.690729153814 |
| 1999-09-01 | 449.216259418185 |
| 1999-10-01 | 451.100288344920 |
| 1999-11-01 | 451.429526726369 |
| 1999-12-01 | 452.838868993039 |
| 2000-01-01 | 452.571717120568 |
| 2000-02-01 | 453.045947515383 |
| 2000-03-01 | 453.100435080341 |
| 2000-04-01 | 454.175893331819 |
| 2000-05-01 | 453.968676268233 |
| 2000-06-01 | 455.247878788357 |
| 2000-07-01 | 455.359925030814 |
| 2000-08-01 | 456.929506990947 |
| 2000-09-01 | 458.085064729078 |
| 2000-10-01 | 456.315542642669 |
| 2000-11-01 | 457.205114653220 |
| 2000-12-01 | 462.276945675727 |
| 2001-01-01 | 461.219394698113 |
| 2001-02-01 | 462.038919628863 |
| 2001-03-01 | 463.353434057240 |
| 2001-04-01 | 463.591306722066 |
| 2001-05-01 | 466.300382718127 |
| 2001-06-01 | 468.616719434916 |
| 2001-07-01 | 468.709792163702 |
| 2001-08-01 | 470.322630634226 |
| 2001-09-01 | 469.023423162693 |
| 2001-10-01 | 468.365048154094 |
| 2001-11-01 | 469.671821505158 |
| 2001-12-01 | 469.984144458405 |
| 2002-01-01 | 474.392507967731 |
| 2002-02-01 | 475.521942209173 |
| 2002-03-01 | 476.402538109805 |
| 2002-04-01 | 474.077783417906 |
| 2002-05-01 | 474.799554486538 |
| 2002-06-01 | 477.532563647004 |
| 2002-07-01 | 477.840457565369 |
| 2002-08-01 | 478.981799508342 |
| 2002-09-01 | 479.342777131711 |
| 2002-10-01 | 478.360194186087 |
| 2002-11-01 | 479.299939528996 |
| 2002-12-01 | 477.981065978117 |
| 2003-01-01 | 478.489883670202 |
| 2003-02-01 | 477.299809920151 |
| 2003-03-01 | 478.751234344206 |
| 2003-04-01 | 478.908689623042 |
| 2003-05-01 | 479.283060834771 |
| 2003-06-01 | 480.630904364053 |
| 2003-07-01 | 480.392357135403 |
| 2003-08-01 | 480.273143602139 |
| 2003-09-01 | 479.819642431816 |
| 2003-10-01 | 480.975666943291 |
| 2003-11-01 | 481.377078490910 |
| 2003-12-01 | 482.211849649566 |
| 2004-01-01 | 480.536258934731 |
| 2004-02-01 | 480.061155840937 |
| 2004-03-01 | 482.510441115641 |
| 2004-04-01 | 483.422987786634 |
| 2004-05-01 | 484.620793354619 |
| 2004-06-01 | 485.026878483126 |
| 2004-07-01 | 487.024840200696 |
| 2004-08-01 | 487.529017145946 |
| 2004-09-01 | 488.978012642596 |
| 2004-10-01 | 489.972145985380 |
| 2004-11-01 | 490.569167243270 |
| 2004-12-01 | 491.978388248719 |
| 2005-01-01 | 492.979090942010 |
| 2005-02-01 | 494.584807927306 |
| 2005-03-01 | 492.834138923908 |
| 2005-04-01 | 496.263582889569 |
| 2005-05-01 | 498.056664508736 |
| 2005-06-01 | 495.231081130525 |
| 2005-07-01 | 497.323467022268 |
| 2005-08-01 | 497.901894538909 |
| 2005-09-01 | 500.681237780209 |
| 2005-10-01 | 503.083796549242 |
| 2005-11-01 | 503.681051359134 |
| 2005-12-01 | 503.550173901034 |
| 2006-01-01 | 503.779148167709 |
| 2006-02-01 | 504.543971922198 |
| 2006-03-01 | 503.779860251828 |
| 2006-04-01 | 507.004755136328 |
| 2006-05-01 | 509.153028523103 |
| 2006-06-01 | 509.071943930693 |
| 2006-07-01 | 509.644170387214 |
| 2006-08-01 | 510.116322817746 |
| 2006-09-01 | 512.022915023350 |
| 2006-10-01 | 510.916649992703 |
| 2006-11-01 | 512.164003959195 |
| 2006-12-01 | 512.490667251499 |
| 2007-01-01 | 515.638457038828 |
| 2007-02-01 | 515.716295110081 |
| 2007-03-01 | 519.103714153568 |
| 2007-04-01 | 517.157164235641 |
| 2007-05-01 | 518.349786091409 |
| 2007-06-01 | 519.513861376605 |
| 2007-07-01 | 521.471208087367 |
| 2007-08-01 | 522.253716274647 |
| 2007-09-01 | 521.347153094975 |
| 2007-10-01 | 524.012363680775 |
| 2007-11-01 | 523.477539427374 |
| 2007-12-01 | 524.079092581090 |
| 2008-01-01 | 524.928924261883 |
| 2008-02-01 | 528.037116120464 |
| 2008-03-01 | 528.143006720096 |
| 2008-04-01 | 531.371979681603 |
| 2008-05-01 | 530.920680446008 |
| 2008-06-01 | 531.848403468754 |
| 2008-07-01 | 532.623128678835 |
| 2008-08-01 | 535.108527072317 |
| 2008-09-01 | 535.766835979286 |
| 2008-10-01 | 536.735806026627 |
| 2008-11-01 | 538.485094821682 |
| 2008-12-01 | 541.104144575968 |
| 2009-01-01 | 542.514215404587 |
| 2009-02-01 | 542.503043832964 |
| 2009-03-01 | 540.948254336908 |
| 2009-04-01 | 541.425817886143 |
| 2009-05-01 | 541.559738262005 |
| 2009-06-01 | 542.271928767293 |
| 2009-07-01 | 542.956469923475 |
| 2009-08-01 | 542.486289606271 |
| 2009-09-01 | 540.843406132869 |
| 2009-10-01 | 542.553817166488 |
| 2009-11-01 | 543.831147742911 |
| 2009-12-01 | 543.498719482746 |
| 2010-01-01 | 545.668730901077 |
| 2010-02-01 | 542.727186738502 |
| 2010-03-01 | 544.344308763354 |
| 2010-04-01 | 545.121215099606 |
| 2010-05-01 | 547.415437233325 |
| 2010-06-01 | 547.457844438580 |
| 2010-07-01 | 549.103484743674 |
| 2010-08-01 | 549.569318689675 |
| 2010-09-01 | 547.355214027226 |
| 2010-10-01 | 551.623189872034 |
| 2010-11-01 | 551.395459609438 |
| 2010-12-01 | 551.505810090387 |
| 2011-01-01 | 550.817230850632 |
| 2011-02-01 | 552.434610274318 |
| 2011-03-01 | 553.794296948443 |
| 2011-04-01 | 552.943474263578 |
| 2011-05-01 | 553.970806551360 |
| 2011-06-01 | 554.664875711383 |
| 2011-07-01 | 555.743769593132 |
| 2011-08-01 | 556.638659106909 |
| 2011-09-01 | 556.555262542048 |
| 2011-10-01 | 555.696413338195 |
| 2011-11-01 | 557.195270650467 |
| 2011-12-01 | 559.589625928561 |
| 2012-01-01 | 560.228038636503 |
| 2012-02-01 | 561.145969790261 |
| 2012-03-01 | 564.228933058917 |
| 2012-04-01 | 563.603282073678 |
| 2012-05-01 | 564.430341555852 |
| 2012-06-01 | 564.465239794615 |
| 2012-07-01 | 563.367377851174 |
| 2012-08-01 | 563.511634361233 |
| 2012-09-01 | 565.398641043908 |
| 2012-10-01 | 566.805822733449 |
| 2012-11-01 | 566.814025628001 |
| 2012-12-01 | 567.684505963628 |
| 2013-01-01 | 567.963983563780 |
| 2013-02-01 | 569.493783173619 |
| 2013-03-01 | 571.584094742509 |
| 2013-04-01 | 569.730071631150 |
| 2013-05-01 | 569.421333864356 |
| 2013-06-01 | 571.169817651454 |
| 2013-07-01 | 571.481981037229 |
| 2013-08-01 | 572.702867007520 |
| 2013-09-01 | 575.809549136375 |
| 2013-10-01 | 575.831757584591 |
| 2013-11-01 | 579.160200910727 |
| 2013-12-01 | 578.162525078008 |
| 2014-01-01 | 580.086414307666 |
| 2014-02-01 | 579.052473663613 |
| 2014-03-01 | 581.469178953947 |
| 2014-04-01 | 584.357516484118 |
| 2014-05-01 | 584.952464011752 |
| 2014-06-01 | 586.444827387284 |
| 2014-07-01 | 588.305636065539 |
| 2014-08-01 | 590.508613317499 |
| 2014-09-01 | 591.929292189667 |
| 2014-10-01 | 593.101879512906 |
| 2014-11-01 | 595.265276424257 |
| 2014-12-01 | 595.294547904236 |
| 2015-01-01 | 596.441918276320 |
| 2015-02-01 | 597.415840185886 |
| 2015-03-01 | 596.906955065540 |
| 2015-04-01 | 599.381836522631 |
| 2015-05-01 | 600.571906819107 |
| 2015-06-01 | 602.593762599493 |
| 2015-07-01 | 603.033560965843 |
| 2015-08-01 | 603.010353758061 |
| 2015-09-01 | 602.935298629631 |
| 2015-10-01 | 605.769171679261 |
| 2015-11-01 | 606.951182633276 |
| 2015-12-01 | 608.544672562765 |
| 2016-01-01 | 609.373214533618 |
| 2016-02-01 | 610.418627658777 |
| 2016-03-01 | 612.405198230175 |
| 2016-04-01 | 617.560423236378 |
| 2016-05-01 | 618.296704068005 |
| 2016-06-01 | 619.080998211239 |
| 2016-07-01 | 622.750707578581 |
| 2016-08-01 | 623.994801477740 |
| 2016-09-01 | 627.010000952165 |
| 2016-10-01 | 625.956705738030 |
| 2016-11-01 | 626.386942510364 |
| 2016-12-01 | 628.937775924560 |
| 2017-01-01 | 631.681788102138 |
| 2017-02-01 | 633.602034511433 |
| 2017-03-01 | 634.282888559934 |
| 2017-04-01 | 634.997997565313 |
| 2017-05-01 | 636.067445423957 |
| 2017-06-01 | 636.263341845356 |
| 2017-07-01 | 637.848566861515 |
| 2017-08-01 | 638.288387586652 |
| 2017-09-01 | 640.367117884278 |
| 2017-10-01 | 641.372071940022 |
| 2017-11-01 | 643.381615801656 |
| 2017-12-01 | 646.602597988003 |
| 2018-01-01 | 644.785867699632 |
| 2018-02-01 | 648.020309404314 |
| 2018-03-01 | 646.925707089104 |
| 2018-04-01 | 648.769127487638 |
| 2018-05-01 | 649.654198434108 |
| 2018-06-01 | 652.378021019148 |
| 2018-07-01 | 652.116482061466 |
| 2018-08-01 | 653.511087957131 |
| 2018-09-01 | 655.836393831228 |
| 2018-10-01 | 658.297954639604 |
| 2018-11-01 | 658.284474088257 |
| 2018-12-01 | 659.593353594283 |
| 2019-01-01 | 662.399708801643 |
| 2019-02-01 | 662.468262330613 |
| 2019-03-01 | 664.239256693965 |
| 2019-04-01 | 664.960292230036 |
| 2019-05-01 | 664.559022855643 |
| 2019-06-01 | 665.655590401522 |
| 2019-07-01 | 664.191679474149 |
| 2019-08-01 | 666.088894142724 |
| 2019-09-01 | 667.304952331694 |
| 2019-10-01 | 668.402558119716 |
| 2019-11-01 | 670.427941043502 |
| 2019-12-01 | 672.006640200420 |
| 2020-01-01 | 674.032479739596 |
| 2020-02-01 | 676.102362328681 |
| 2020-03-01 | 669.758214200801 |
| 2020-04-01 | 590.657498899389 |
| 2020-05-01 | 596.652026809486 |
| 2020-06-01 | 614.120429488262 |
| 2020-07-01 | 619.248368664318 |
| 2020-08-01 | 623.903635079622 |
| 2020-09-01 | 625.942675775427 |
| 2020-10-01 | 629.543992917250 |
| 2020-11-01 | 631.204031538518 |
| 2020-12-01 | 627.702703690947 |
| 2021-01-01 | 630.955252502059 |
| 2021-02-01 | 630.012972745913 |
| 2021-03-01 | 637.340968683217 |
| 2021-04-01 | 639.090894650247 |
| 2021-05-01 | 641.381553592608 |
| 2021-06-01 | 642.264468878710 |
| 2021-07-01 | 643.814174498844 |
| 2021-08-01 | 644.328657294873 |
| 2021-09-01 | 642.010230216498 |
| 2021-10-01 | 648.287186782907 |
| 2021-11-01 | 650.295219549261 |
| 2021-12-01 | 653.808637915820 |
| 2022-01-01 | 652.117826297224 |
| 2022-02-01 | 658.528300865789 |
| 2022-03-01 | 660.097229711731 |
| 2022-04-01 | 664.320581846188 |
| 2022-05-01 | 667.015605476467 |
| 2022-06-01 | 666.136369545831 |
| 2022-07-01 | 670.659939642320 |
| 2022-08-01 | 673.706433673277 |
| 2022-09-01 | 677.054766353252 |
| 2022-10-01 | 678.829466948804 |
| 2022-11-01 | 680.795666159512 |
| 2022-12-01 | 684.029547619007 |
| 2023-01-01 | 687.306559989173 |
| 2023-02-01 | 690.337431245977 |
| 2023-03-01 | 693.939648541031 |
| 2023-04-01 | 696.490123419443 |
| 2023-05-01 | 698.166818613840 |
| 2023-06-01 | 702.552836085533 |
| 2023-07-01 | 705.254360210046 |
| 2023-08-01 | 708.456607389286 |
| 2023-09-01 | 711.120611398038 |
| 2023-10-01 | 712.554829677685 |
| 2023-11-01 | 715.567634472206 |
| 2023-12-01 | 720.316097255873 |
| 2024-01-01 | 715.996934679751 |
| 2024-02-01 | 721.974225483340 |
| 2024-03-01 | 722.304891654167 |
| 2024-04-01 | 724.476936931868 |
| 2024-05-01 | 726.903255443786 |
| 2024-06-01 | 730.361294541467 |
| 2024-07-01 | 731.722865595404 |
| 2024-08-01 | 732.862438043912 |
| 2024-09-01 | 735.949589574083 |
| 2024-10-01 | 735.310119905281 |
| 2024-11-01 | 738.263540772636 |
| 2024-12-01 | 740.590866983965 |
| 2025-01-01 | 744.182118305435 |
| 2025-02-01 | 746.178640470196 |
| 2025-03-01 | 747.773940350438 |
| 2025-04-01 | 747.647527137890 |
| 2025-05-01 | 747.942281034336 |
| 2025-06-01 | 753.910188853024 |
| 2025-07-01 | 752.663299583808 |
| 2025-08-01 | 754.369361377359 |
| 2025-09-01 | 753.125272736896 |
| 2025-10-01 | 755.581135441805 |
| 2025-11-01 | 757.038160531537 |
| 2025-12-01 | 759.066408481090 |
| 2026-01-01 | 763.933002353744 |
| 2026-02-01 | 759.365058848045 |
| 2026-03-01 | 761.079063302486 |
| 2026-04-01 | 762.551848953709 |