Federal Reserve Economic Data

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 2024-11-01
Last Updated 2024-12-21 6:16 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
1990-01-01 346.86133441364603
1990-02-01 347.91995887883104
1990-03-01 352.43862980540400
1990-04-01 349.81363530619300
1990-05-01 350.25352429578794
1990-06-01 352.12102693958803
1990-07-01 354.92914093580500
1990-08-01 356.45653394211405
1990-09-01 358.87397879872300
1990-10-01 358.51799149645700
1990-11-01 359.55395787148000
1990-12-01 360.61124919129800
1991-01-01 360.71507677204903
1991-02-01 362.44049215773400
1991-03-01 362.93818827728400
1991-04-01 363.84575928990900
1991-05-01 365.11955352681605
1991-06-01 365.94014204487000
1991-07-01 365.34626177793000
1991-08-01 366.01126706198800
1991-09-01 369.20653905349300
1991-10-01 369.70570840419197
1991-11-01 371.32275846371397
1991-12-01 371.16682696969900
1992-01-01 375.99704234410600
1992-02-01 374.87335603732697
1992-03-01 375.16138154489000
1992-04-01 377.18854711923900
1992-05-01 378.49031171100300
1992-06-01 379.65435332198194
1992-07-01 381.23081728709100
1992-08-01 381.21848818105497
1992-09-01 381.28088030307504
1992-10-01 383.23778264749296
1992-11-01 384.14501692325797
1992-12-01 384.47818219484395
1993-01-01 385.80597590751097
1993-02-01 384.94258243718400
1993-03-01 385.34860282513200
1993-04-01 385.64856668100800
1993-05-01 386.56325970684304
1993-06-01 387.81724738718400
1993-07-01 391.26416378786600
1993-08-01 391.40433777450900
1993-09-01 389.88076679427695
1993-10-01 392.70669893773400
1993-11-01 392.67270521696100
1993-12-01 394.47698007827904
1994-01-01 396.65861851201700
1994-02-01 397.36130389765900
1994-03-01 398.37365904680604
1994-04-01 399.30183161031700
1994-05-01 400.48234867362800
1994-06-01 401.49460919060700
1994-07-01 402.53464808462800
1994-08-01 403.42689281379097
1994-09-01 402.62970797736900
1994-10-01 401.81759893952596
1994-11-01 401.93218163365100
1994-12-01 402.47185901920096
1995-01-01 400.25962171596400
1995-02-01 403.57447498208400
1995-03-01 404.59125112814104
1995-04-01 404.13594468804297
1995-05-01 403.43592397597000
1995-06-01 405.69753164946604
1995-07-01 401.39525763987400
1995-08-01 401.68928981832600
1995-09-01 406.36087080982500
1995-10-01 409.45956944246000
1995-11-01 410.95798984150300
1995-12-01 411.73428597178000
1996-01-01 409.71394992184196
1996-02-01 413.14687939449000
1996-03-01 414.54373025546700
1996-04-01 416.37672601399100
1996-05-01 417.81996006119900
1996-06-01 417.46866392914000
1996-07-01 416.95177778651500
1996-08-01 415.43859537139500
1996-09-01 419.68425898148695
1996-10-01 420.32227540564900
1996-11-01 421.77220540135800
1996-12-01 422.90551490869797
1997-01-01 422.95604787172000
1997-02-01 424.57775873283500
1997-03-01 424.94414513587304
1997-04-01 426.17148120541900
1997-05-01 427.82498037934096
1997-06-01 429.41883060568495
1997-07-01 429.95403958200500
1997-08-01 431.06002743327696
1997-09-01 433.13983702171800
1997-10-01 434.03689704986505
1997-11-01 435.95286542636495
1997-12-01 436.84284742286200
1998-01-01 438.19942121932996
1998-02-01 439.53988949068300
1998-03-01 440.62203266913900
1998-04-01 441.75986434974200
1998-05-01 441.77905585599100
1998-06-01 441.90718886070900
1998-07-01 441.40201528799600
1998-08-01 443.97283017650300
1998-09-01 444.33858830495500
1998-10-01 444.77755576618796
1998-11-01 444.74998502977100
1998-12-01 444.83230761003900
1999-01-01 445.49007461966403
1999-02-01 446.37609608008796
1999-03-01 446.80674099812300
1999-04-01 447.98929308902495
1999-05-01 448.84688330595900
1999-06-01 448.28785405404200
1999-07-01 449.26424191847700
1999-08-01 448.63122357571500
1999-09-01 449.11337495335400
1999-10-01 451.14350441244596
1999-11-01 451.36438729410500
1999-12-01 452.79697314225797
2000-01-01 452.54732842404604
2000-02-01 453.08362404406300
2000-03-01 453.13679508098200
2000-04-01 454.17016333987397
2000-05-01 453.93848374326400
2000-06-01 455.23260016838800
2000-07-01 455.38477919697400
2000-08-01 456.94498988648303
2000-09-01 458.10134139324504
2000-10-01 456.26613838995300
2000-11-01 457.24646711232400
2000-12-01 462.34554845850600
2001-01-01 461.19657152809197
2001-02-01 461.97020556244000
2001-03-01 463.28371948890800
2001-04-01 463.58766679357600
2001-05-01 466.26183658662103
2001-06-01 468.69213594709396
2001-07-01 468.73626930490997
2001-08-01 470.22909494764804
2001-09-01 469.05449394665900
2001-10-01 468.32667523726195
2001-11-01 469.71123306694400
2001-12-01 469.95805921399000
2002-01-01 474.47286224299500
2002-02-01 475.43340259089600
2002-03-01 476.43324253246700
2002-04-01 474.07889792329300
2002-05-01 474.75991200200500
2002-06-01 477.59946772844000
2002-07-01 477.87064293194600
2002-08-01 478.99862486994300
2002-09-01 479.27443326718600
2002-10-01 478.44123634142800
2002-11-01 479.33215574727205
2002-12-01 478.04019316774400
2003-01-01 478.46798243521500
2003-02-01 477.38901049760300
2003-03-01 478.78427974641700
2003-04-01 478.80896831381796
2003-05-01 479.36875273813400
2003-06-01 480.59355155922600
2003-07-01 480.31818520220200
2003-08-01 480.21692999758795
2003-09-01 479.82916031852800
2003-10-01 480.97047841385000
2003-11-01 481.40016271578400
2003-12-01 482.15394749167200
2004-01-01 480.51216785710800
2004-02-01 480.03267340191496
2004-03-01 482.54510980741600
2004-04-01 483.52666202860100
2004-05-01 484.64308019479400
2004-06-01 484.99431021118204
2004-07-01 487.04898008933600
2004-08-01 487.51026385582900
2004-09-01 488.92828381418100
2004-10-01 489.97978086362900
2004-11-01 490.58914823444500
2004-12-01 491.90072036827200
2005-01-01 492.95340610905800
2005-02-01 494.54588875475400
2005-03-01 492.87379311191904
2005-04-01 496.26649778278200
2005-05-01 498.12568426733500
2005-06-01 495.21791511821600
2005-07-01 497.33029338508300
2005-08-01 497.91500223480006
2005-09-01 500.56391144886703
2005-10-01 502.99861253084504
2005-11-01 503.59596452006800
2005-12-01 503.66123110191904
2006-01-01 503.75530728711504
2006-02-01 504.40220539794800
2006-03-01 503.73355805398400
2006-04-01 506.91322354180200
2006-05-01 509.35110291114404
2006-06-01 509.07798039526000
2006-07-01 509.63998142566595
2006-08-01 510.04444671981696
2006-09-01 511.82794934531404
2006-10-01 510.94384981119400
2006-11-01 512.17633233501000
2006-12-01 512.49324966276490
2007-01-01 515.72255418544800
2007-02-01 515.78392995414000
2007-03-01 519.16713792744910
2007-04-01 517.16634117270200
2007-05-01 518.36074448577900
2007-06-01 519.43298585740000
2007-07-01 521.45221531364800
2007-08-01 522.29146958503700
2007-09-01 521.11091310518790
2007-10-01 524.04222179062300
2007-11-01 523.48218222159890
2007-12-01 524.08734575778900
2008-01-01 524.92955979219400
2008-02-01 528.01027560206300
2008-03-01 528.20983873749800
2008-04-01 531.39065162129200
2008-05-01 531.00784545386810
2008-06-01 531.78116253948000
2008-07-01 532.70591973746700
2008-08-01 535.14822418031700
2008-09-01 535.60289379808000
2008-10-01 536.77645306082000
2008-11-01 538.58381868080300
2008-12-01 541.12081424995010
2009-01-01 542.53776883333500
2009-02-01 542.58391366361100
2009-03-01 540.88956806017600
2009-04-01 541.45120177603500
2009-05-01 541.61264051463800
2009-06-01 542.41616794753200
2009-07-01 543.04241307305390
2009-08-01 542.52186306931500
2009-09-01 540.61405396355500
2009-10-01 542.59292547716010
2009-11-01 543.81855140370790
2009-12-01 543.52784514178200
2010-01-01 545.71369511350300
2010-02-01 542.72413373282000
2010-03-01 544.22166905602000
2010-04-01 545.05636686303900
2010-05-01 547.43347802401710
2010-06-01 547.49694294203000
2010-07-01 549.10763917477700
2010-08-01 549.60840662946200
2010-09-01 547.17545213620400
2010-10-01 551.66811290685600
2010-11-01 551.46748871443100
2010-12-01 551.53471011572090
2011-01-01 550.76407969748600
2011-02-01 552.47536841316000
2011-03-01 553.68245111397800
2011-04-01 552.97189999422200
2011-05-01 553.97497412681400
2011-06-01 554.58870660003000
2011-07-01 555.77179223458510
2011-08-01 556.68740791232600
2011-09-01 556.53990867508100
2011-10-01 555.73891482211400
2011-11-01 557.15599437778900
2011-12-01 559.62151616453800
2012-01-01 560.26892856857100
2012-02-01 561.24098884654600
2012-03-01 563.99866952846600
2012-04-01 563.52992389317400
2012-05-01 564.42935202238300
2012-06-01 564.49560775301900
2012-07-01 563.31791567975600
2012-08-01 563.57383684995000
2012-09-01 565.31644549121600
2012-10-01 566.85899117541200
2012-11-01 566.76723132321600
2012-12-01 567.71637495686210
2013-01-01 567.99836368819300
2013-02-01 569.63871100368700
2013-03-01 571.23481619079390
2013-04-01 569.85433977127900
2013-05-01 569.52824971297090
2013-06-01 571.20538231626400
2013-07-01 571.45793565349990
2013-08-01 572.67050546208900
2013-09-01 575.73785429241090
2013-10-01 575.89135070028900
2013-11-01 579.03267584603200
2013-12-01 578.18507220794100
2014-01-01 580.11945225672210
2014-02-01 579.22106386200500
2014-03-01 581.03154497174000
2014-04-01 584.38821488132500
2014-05-01 584.86954297184800
2014-06-01 586.49209864663910
2014-07-01 588.30267904837090
2014-08-01 590.48515270197000
2014-09-01 591.93918227821600
2014-10-01 593.17215374775100
2014-11-01 595.25647172792200
2014-12-01 595.29871114061300
2015-01-01 596.56729863666100
2015-02-01 597.50378066134400
2015-03-01 596.55256970892000
2015-04-01 599.40442472810400
2015-05-01 600.69597715401100
2015-06-01 602.53091672674500
2015-07-01 603.15411682011390
2015-08-01 603.08414868389600
2015-09-01 603.02301856444400
2015-10-01 605.74135268418400
2015-11-01 606.97139837324500
2015-12-01 608.52362368834800
2016-01-01 609.29814931466300
2016-02-01 610.70214095378500
2016-03-01 611.98779356740100
2016-04-01 617.77942080849400
2016-05-01 618.32132183622900
2016-06-01 619.20291480098400
2016-07-01 622.76983341113900
2016-08-01 624.16347203369100
2016-09-01 626.88336428933800
2016-10-01 625.91882044173790
2016-11-01 626.51554709710100
2016-12-01 629.10004840026500
2017-01-01 631.81672507586600
2017-02-01 633.78354931725900
2017-03-01 634.14917678186100
2017-04-01 635.01973410234390
2017-05-01 636.08547693259110
2017-06-01 636.13523627722600
2017-07-01 637.85765673714700
2017-08-01 638.23155505039700
2017-09-01 640.32772218850400
2017-10-01 641.41946023067900
2017-11-01 643.42784432316810
2017-12-01 646.65818515833100
2018-01-01 644.84083075881800
2018-02-01 648.18851077725900
2018-03-01 646.80431663146500
2018-04-01 648.79611093447500
2018-05-01 649.64740542506400
2018-06-01 652.40351630109500
2018-07-01 651.99177148690500
2018-08-01 653.54653422291200
2018-09-01 655.72121494003190
2018-10-01 658.30382866090000
2018-11-01 658.38993969830300
2018-12-01 659.63758465868000
2019-01-01 662.47569692522800
2019-02-01 662.50819888229600
2019-03-01 664.22695721306800
2019-04-01 664.98268532414100
2019-05-01 664.53433060869300
2019-06-01 665.81238405693600
2019-07-01 664.35071338497400
2019-08-01 665.90134654000390
2019-09-01 667.21527267491800
2019-10-01 668.34835532620800
2019-11-01 670.37129960883690
2019-12-01 671.95150056849600
2020-01-01 674.48395023603700
2020-02-01 676.11428538329100
2020-03-01 669.72037394459990
2020-04-01 590.60550241912700
2020-05-01 596.62120853476700
2020-06-01 613.89770367319300
2020-07-01 619.29077934758500
2020-08-01 624.02373501294600
2020-09-01 626.14122289639100
2020-10-01 629.23529658915000
2020-11-01 630.97751450850800
2020-12-01 627.51670793527800
2021-01-01 631.73526911397000
2021-02-01 630.34112441535200
2021-03-01 637.35645637008700
2021-04-01 639.44707750430900
2021-05-01 641.86187200852790
2021-06-01 642.57992302338200
2021-07-01 644.23017818030510
2021-08-01 644.59046444715500
2021-09-01 642.52762256217900
2021-10-01 648.49597042609500
2021-11-01 650.38954226447700
2021-12-01 654.05613121689600
2022-01-01 653.93993430431400
2022-02-01 659.35989924054900
2022-03-01 660.45642430207300
2022-04-01 665.14772174267900
2022-05-01 667.65005804529300
2022-06-01 666.43041686363400
2022-07-01 671.40516701212600
2022-08-01 674.57326678242000
2022-09-01 678.03304284820500
2022-10-01 678.69343555089110
2022-11-01 680.79186211474700
2022-12-01 684.64332834212800
2023-01-01 690.36035473924200
2023-02-01 691.57508917301610
2023-03-01 694.42484653340100
2023-04-01 696.97685352714710
2023-05-01 698.61643627630410
2023-06-01 703.25716330880800
2023-07-01 704.47264544590390
2023-08-01 707.64680114560300
2023-09-01 710.19234467341800
2023-10-01 713.75599134577190
2023-11-01 717.82051621611400
2023-12-01 720.26624326960800
2024-01-01 721.41723742493300
2024-02-01 724.48686356980190
2024-03-01 727.45049783178600
2024-04-01 728.21238185823700
2024-05-01 730.00675689899990
2024-06-01 737.43002979279700
2024-07-01 739.95664383644400
2024-08-01 741.80227741248900
2024-09-01 742.69292154295500
2024-10-01 743.81616948908600
2024-11-01 746.67256363588590

Subscribe to the FRED newsletter


Follow us

Back to Top