Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Delaware County, PA

Title All Employees: Education and Health Services: Private Educational Services in Delaware County, PA
Series ID SMU42979626561000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-12-01
Last Updated 2025-01-29 6:49 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."

Delaware County, PA constitutes a significant percentage of the state's total statewide employment. This series is calculated in addition to the Philadelphia-Camden-Wilmington, PA-NJ-DE-MD (MSA)'s statistics because of it's importance to the state. For more details on non-standard area definitions, visit the additional resources of the Current Employment Statistics.
DATE VALUE
1990-01-01 9.939306211620892
1990-02-01 10.354325605246100
1990-03-01 10.291089181826699
1990-04-01 10.250805217831800
1990-05-01 10.115250323518500
1990-06-01 9.850049706977100
1990-07-01 10.168147281781500
1990-08-01 10.046144078249600
1990-09-01 10.515405494264400
1990-10-01 10.452258492984999
1990-11-01 10.568763853023000
1990-12-01 10.653937309643000
1991-01-01 10.576531093156500
1991-02-01 10.543562475615401
1991-03-01 10.574354130116500
1991-04-01 10.436725178161900
1991-05-01 10.510719476238100
1991-06-01 10.736242354983100
1991-07-01 10.399658068337600
1991-08-01 10.398262759024500
1991-09-01 10.214017938421000
1991-10-01 10.353241292710200
1991-11-01 10.291245596791100
1991-12-01 10.184138459291600
1992-01-01 10.469019089551200
1992-02-01 10.468498315612500
1992-03-01 10.503068326961401
1992-04-01 10.625372918857400
1992-05-01 10.711497661251100
1992-06-01 10.626390125639500
1992-07-01 10.730785983363400
1992-08-01 10.233850450358700
1992-09-01 10.708107362874198
1992-10-01 10.626012849370700
1992-11-01 10.663824928723699
1992-12-01 10.767942227629800
1993-01-01 10.563290270180100
1993-02-01 10.575534465311800
1993-03-01 10.622637051615900
1993-04-01 10.623571831827200
1993-05-01 10.622020213846500
1993-06-01 10.745002801433001
1993-07-01 10.577228299895001
1993-08-01 10.820212654214599
1993-09-01 10.703008615092500
1993-10-01 11.084609749980700
1993-11-01 10.844460186692600
1993-12-01 10.873836510501402
1994-01-01 10.877357863265800
1994-02-01 10.961027080392801
1994-03-01 10.918260479184400
1994-04-01 10.896447475457098
1994-05-01 10.726429241749301
1994-06-01 10.870151455105200
1994-07-01 11.279044934899302
1994-08-01 11.297336249980700
1994-09-01 11.101950378361700
1994-10-01 11.058668359945600
1994-11-01 11.104784162509901
1994-12-01 11.169147895701599
1995-01-01 11.207280934338900
1995-02-01 11.139788589596801
1995-03-01 11.207081783487000
1995-04-01 11.342793872821698
1995-05-01 11.406351432285800
1995-06-01 11.579585531972300
1995-07-01 11.765298304697799
1995-08-01 11.699190603426700
1995-09-01 11.692279925931300
1995-10-01 11.490193695188902
1995-11-01 11.440353245147600
1995-12-01 11.442533027800100
1996-01-01 11.772884614564800
1996-02-01 11.675029834843500
1996-03-01 11.758201728591200
1996-04-01 11.881439738917301
1996-05-01 11.981510418135800
1996-06-01 12.192346187494302
1996-07-01 12.162829121524599
1996-08-01 12.132030859573300
1996-09-01 11.887458058272500
1996-10-01 12.089451794815302
1996-11-01 12.133019594955401
1996-12-01 12.000400435078001
1997-01-01 12.038518611932002
1997-02-01 11.910780257993500
1997-03-01 11.932838793051200
1997-04-01 12.043539094247802
1997-05-01 11.671845137887900
1997-06-01 11.137852033439800
1997-07-01 11.374505870485699
1997-08-01 11.341035355456400
1997-09-01 11.986854664288600
1997-10-01 11.950759319439700
1997-11-01 11.992678738238300
1997-12-01 12.079309357926200
1998-01-01 11.894573572839000
1998-02-01 11.951299230871301
1998-03-01 11.907855193509901
1998-04-01 12.116214631304400
1998-05-01 12.248432944152999
1998-06-01 12.107317369223000
1998-07-01 12.281947319001802
1998-08-01 12.276243854011300
1998-09-01 12.375728538713698
1998-10-01 12.358526991548200
1998-11-01 12.392867965630600
1998-12-01 12.544643138332200
1999-01-01 12.510936524662400
1999-02-01 12.634228483295901
1999-03-01 12.622965563859400
1999-04-01 12.564110264337401
1999-05-01 12.543246024574199
1999-06-01 12.635986186996600
1999-07-01 12.436306208437800
1999-08-01 12.308311466740902
1999-09-01 12.442961911251400
1999-10-01 12.422596572312100
1999-11-01 12.355800786452502
1999-12-01 12.375064035728700
2000-01-01 12.137191422612100
2000-02-01 12.322647275110100
2000-03-01 12.310519725802300
2000-04-01 12.381855188098000
2000-05-01 12.362940618684700
2000-06-01 12.359773082325098
2000-07-01 12.449631318134802
2000-08-01 12.438214082147100
2000-09-01 12.483609040438699
2000-10-01 12.684032545831801
2000-11-01 12.799830455558400
2000-12-01 12.797348490943198
2001-01-01 12.923627232716598
2001-02-01 13.032713180614900
2001-03-01 12.990957291833901
2001-04-01 13.398505803620200
2001-05-01 13.152238746888301
2001-06-01 13.232222541170001
2001-07-01 13.170525490997601
2001-08-01 13.441813726985600
2001-09-01 13.310691276282000
2001-10-01 13.507083210445302
2001-11-01 13.620333886245302
2001-12-01 13.531523286090900
2002-01-01 13.435332932112999
2002-02-01 13.569100930822401
2002-03-01 13.562523418175500
2002-04-01 13.575632054299400
2002-05-01 13.636907648487899
2002-06-01 14.362136535936198
2002-07-01 14.167936442189200
2002-08-01 13.967503366360500
2002-09-01 14.146432120529498
2002-10-01 13.773145129180300
2002-11-01 13.813927113059900
2002-12-01 13.778500770886300
2003-01-01 13.680008983256302
2003-02-01 13.743889043033800
2003-03-01 13.867471449854200
2003-04-01 13.840795734930000
2003-05-01 13.914215441286302
2003-06-01 13.890094833542399
2003-07-01 14.336099142809100
2003-08-01 14.147191539714500
2003-09-01 13.913244211850500
2003-10-01 13.408809759041500
2003-11-01 13.473680331461802
2003-12-01 13.531389799625002
2004-01-01 13.349854244411599
2004-02-01 13.360831360433800
2004-03-01 13.452717939876600
2004-04-01 13.180262605336900
2004-05-01 13.222003286537499
2004-06-01 13.176359186238900
2004-07-01 13.187235620297502
2004-08-01 13.220828499014800
2004-09-01 13.217805369156200
2004-10-01 13.301212196358400
2004-11-01 13.398190395672600
2004-12-01 13.147175353677499
2005-01-01 13.552557584030700
2005-02-01 13.423586409608500
2005-03-01 13.415752239522000
2005-04-01 13.625530316711900
2005-05-01 13.536630240703800
2005-06-01 12.912727602947301
2005-07-01 13.370032334309599
2005-08-01 13.293202807682200
2005-09-01 13.407420460679400
2005-10-01 13.558214656847401
2005-11-01 13.577160437962801
2005-12-01 13.496259780416601
2006-01-01 13.773338562490500
2006-02-01 13.493099866846302
2006-03-01 13.419659964396601
2006-04-01 13.429652708911900
2006-05-01 13.585941719344198
2006-06-01 12.972968138975300
2006-07-01 13.390357896322700
2006-08-01 13.581006528156701
2006-09-01 13.715634723519301
2006-10-01 13.636723535853000
2006-11-01 13.652887779098000
2006-12-01 13.720716397966402
2007-01-01 14.341899143738502
2007-02-01 14.122965339738500
2007-03-01 14.269252217516902
2007-04-01 14.171038687447600
2007-05-01 14.247132006314900
2007-06-01 13.693049740499400
2007-07-01 13.728949403569500
2007-08-01 13.927245240197502
2007-09-01 14.207558028037699
2007-10-01 14.476771053178801
2007-11-01 14.461628029995898
2007-12-01 14.516799010039898
2008-01-01 14.533275810400800
2008-02-01 14.589539452799200
2008-03-01 14.589379243105800
2008-04-01 14.553711658337100
2008-05-01 14.318476081317899
2008-06-01 14.005600514903300
2008-07-01 14.627670794828400
2008-08-01 14.867496198950000
2008-09-01 15.102055068819801
2008-10-01 15.066238263802600
2008-11-01 15.105426960266302
2008-12-01 15.314681778844200
2009-01-01 14.969496283298400
2009-02-01 14.975043515943598
2009-03-01 14.900255630984200
2009-04-01 15.038087032321300
2009-05-01 15.060228715206900
2009-06-01 15.104923388889999
2009-07-01 15.395979179217400
2009-08-01 15.279992229432000
2009-09-01 15.026708513350501
2009-10-01 15.029963163940101
2009-11-01 15.030622006520500
2009-12-01 14.991670421085600
2010-01-01 15.106104743644600
2010-02-01 15.004948339985000
2010-03-01 15.029537634974599
2010-04-01 15.149774673645899
2010-05-01 15.167297172739800
2010-06-01 15.256776027863200
2010-07-01 15.546910569510699
2010-08-01 15.198307153413300
2010-09-01 14.765010169219599
2010-10-01 14.991330529880900
2010-11-01 15.048946332059500
2010-12-01 14.978241844668900
2011-01-01 15.228257867925501
2011-02-01 15.220614600704598
2011-03-01 15.257108602278599
2011-04-01 15.254989048611200
2011-05-01 15.124366145223900
2011-06-01 15.421780615800500
2011-07-01 15.731944049895699
2011-08-01 15.388564772937100
2011-09-01 14.877420966341300
2011-10-01 15.221654423870302
2011-11-01 15.250418410836598
2011-12-01 15.361348227424700
2012-01-01 15.114951122377901
2012-02-01 15.342638029014301
2012-03-01 15.399212771063400
2012-04-01 15.174199880691200
2012-05-01 15.270804447199302
2012-06-01 15.147871885425100
2012-07-01 14.730560904708300
2012-08-01 14.846189204801400
2012-09-01 14.975528953466000
2012-10-01 15.245550421889900
2012-11-01 15.265542137611101
2012-12-01 15.361694216888198
2013-01-01 15.205941091482000
2013-02-01 15.292912514356802
2013-03-01 15.369597861573999
2013-04-01 14.813684646580501
2013-05-01 15.116045917096300
2013-06-01 15.013633721090100
2013-07-01 15.190691231767302
2013-08-01 15.186980869611402
2013-09-01 15.164584452396701
2013-10-01 15.063091708560199
2013-11-01 15.080139384929600
2013-12-01 15.071955829255801
2014-01-01 15.292066020663400
2014-02-01 15.336583540496800
2014-03-01 15.249161888438600
2014-04-01 15.749978380672600
2014-05-01 15.859465254703801
2014-06-01 15.841069048185199
2014-07-01 15.899947531203802
2014-08-01 16.263822496765698
2014-09-01 15.824036250805099
2014-10-01 15.692475710556199
2014-11-01 15.707925447904700
2014-12-01 15.626193491485601
2015-01-01 15.802658174199800
2015-02-01 15.567165835262600
2015-03-01 15.411683918984700
2015-04-01 15.483920102043399
2015-05-01 15.435202305050400
2015-06-01 15.615100735605500
2015-07-01 15.793310107495500
2015-08-01 15.612932076975200
2015-09-01 15.599722096982400
2015-10-01 15.570483291693199
2015-11-01 15.516068870685698
2015-12-01 15.624879549476500
2016-01-01 14.649289131040100
2016-02-01 15.218860913022900
2016-03-01 15.074236497162700
2016-04-01 15.591616930817600
2016-05-01 15.736027404551900
2016-06-01 15.743794515942199
2016-07-01 15.824319058644700
2016-08-01 15.835814648748400
2016-09-01 15.561193355506100
2016-10-01 15.615570847390401
2016-11-01 15.782904811279800
2016-12-01 15.605673091086400
2017-01-01 15.731885285281502
2017-02-01 15.787617319480500
2017-03-01 15.832929345750502
2017-04-01 15.615913485735302
2017-05-01 15.655392407985900
2017-06-01 15.274393980588600
2017-07-01 15.244123989076199
2017-08-01 15.301678795031100
2017-09-01 15.728134663277500
2017-10-01 15.578768909528598
2017-11-01 15.513340523275900
2017-12-01 15.609409845561900
2018-01-01 14.214980787376401
2018-02-01 15.403275973418400
2018-03-01 15.259486594847699
2018-04-01 15.462784554308099
2018-05-01 15.371424600729101
2018-06-01 15.519817924234300
2018-07-01 15.005183333414500
2018-08-01 15.244799460512100
2018-09-01 15.404004413930500
2018-10-01 15.373149767808700
2018-11-01 15.259064787574598
2018-12-01 15.247543049175100
2019-01-01 15.214750786868501
2019-02-01 15.319932626809900
2019-03-01 15.363058711279800
2019-04-01 15.207474026851099
2019-05-01 14.956257200275099
2019-06-01 14.930896345226099
2019-07-01 14.607564751212301
2019-08-01 14.892248566798400
2019-09-01 14.995851490644698
2019-10-01 15.216187283269301
2019-11-01 15.214013184012599
2019-12-01 15.303996998641301
2020-01-01 14.711105668710198
2020-02-01 15.053273952070501
2020-03-01 15.087520100460802
2020-04-01 13.263819070056200
2020-05-01 13.252280693271400
2020-06-01 13.532120805473099
2020-07-01 13.482679924438800
2020-08-01 13.795553744335699
2020-09-01 13.548276450333800
2020-10-01 13.422521062037100
2020-11-01 13.436864799930100
2020-12-01 12.414309317124000
2021-01-01 12.381953930759199
2021-02-01 12.784029539222500
2021-03-01 13.517394673130699
2021-04-01 13.547989711846100
2021-05-01 13.973201466218700
2021-06-01 13.631770754202400
2021-07-01 13.767867779636300
2021-08-01 13.655041930206000
2021-09-01 13.856957669946500
2021-10-01 13.959650190325402
2021-11-01 14.041187035517900
2021-12-01 14.079276520002400
2022-01-01 14.486628763803600
2022-02-01 14.014579391106698
2022-03-01 14.166695933220801
2022-04-01 14.287837768633000
2022-05-01 14.503788360960801
2022-06-01 14.308760903497800
2022-07-01 14.418459064576199
2022-08-01 14.635959502506301
2022-09-01 14.460274870243001
2022-10-01 14.396142215050599
2022-11-01 14.451454714624100
2022-12-01 14.484680027719200
2023-01-01 14.882132374098100
2023-02-01 14.891910950425300
2023-03-01 15.011127413206700
2023-04-01 15.214873354409402
2023-05-01 15.147018204397499
2023-06-01 15.086017975747799
2023-07-01 14.836958453184700
2023-08-01 15.397287669086700
2023-09-01 15.250621935340100
2023-10-01 15.483672726813900
2023-11-01 15.507612299444801
2023-12-01 15.553848652419300
2024-01-01 14.436335917493000
2024-02-01 15.469407015763500
2024-03-01 15.561051896698402
2024-04-01 15.480984675432800
2024-05-01 15.339473300830901
2024-06-01 16.099011875418200
2024-07-01 15.987674123539500
2024-08-01 15.846910652248800
2024-09-01 15.849554480750301
2024-10-01 15.698685689286199
2024-11-01 15.802157211802700
2024-12-01 15.932365394010802

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