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 2024-08-01
Last Updated 2024-09-21 6:43 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."

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 10.574354130116600
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 10.563290270180199
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 10.918260479184301
1994-04-01 10.896447475457098
1994-05-01 10.726429241749301
1994-06-01 10.870151455105200
1994-07-01 11.279044934899199
1994-08-01 11.297336249980900
1994-09-01 11.101950378362000
1994-10-01 11.058668359945800
1994-11-01 11.104784162509901
1994-12-01 11.169147895701402
1995-01-01 11.207280934338698
1995-02-01 11.139788589596500
1995-03-01 11.207081783486700
1995-04-01 11.342793872821500
1995-05-01 11.406351432285900
1995-06-01 11.579585531972699
1995-07-01 11.765298304698000
1995-08-01 11.699190603427699
1995-09-01 11.692279925932200
1995-10-01 11.490193695189301
1995-11-01 11.440353245147200
1995-12-01 11.442533027799199
1996-01-01 11.772884614563600
1996-02-01 11.675029834842501
1996-03-01 11.758201728590600
1996-04-01 11.881439738917198
1996-05-01 11.981510418136300
1996-06-01 12.192346187495000
1996-07-01 12.162829121525100
1996-08-01 12.132030859577402
1996-09-01 11.887458058274300
1996-10-01 12.089451794816599
1996-11-01 12.133019594956000
1996-12-01 12.000400435078001
1997-01-01 12.038518611916200
1997-02-01 11.910780257993600
1997-03-01 11.932838793051900
1997-04-01 12.043539094249300
1997-05-01 11.671845137890001
1997-06-01 11.137852033441998
1997-07-01 11.374505870487600
1997-08-01 11.341035355464001
1997-09-01 11.986854664293200
1997-10-01 11.950759319444100
1997-11-01 11.992678738241400
1997-12-01 12.079309357926800
1998-01-01 11.894573572804600
1998-02-01 11.951299230861899
1998-03-01 11.907855193498099
1998-04-01 12.116214631313100
1998-05-01 12.248432944152901
1998-06-01 12.107317369232900
1998-07-01 12.281947319019500
1998-08-01 12.276243854040802
1998-09-01 12.375728538736000
1998-10-01 12.358526991564600
1998-11-01 12.392867965637600
1998-12-01 12.544643138326800
1999-01-01 12.510936524591200
1999-02-01 12.634228483251700
1999-03-01 12.622965563805002
1999-04-01 12.564110264329300
1999-05-01 12.543246024561698
1999-06-01 12.635986187060200
1999-07-01 12.436306208547402
1999-08-01 12.308311466830500
1999-09-01 12.442961911302099
1999-10-01 12.422596572343900
1999-11-01 12.355800786440899
1999-12-01 12.375064035681900
2000-01-01 12.137191422495501
2000-02-01 12.322647275016500
2000-03-01 12.310519725710002
2000-04-01 12.381855188086100
2000-05-01 12.362940618641100
2000-06-01 12.359773082360599
2000-07-01 12.449631318352498
2000-08-01 12.438214082796499
2000-09-01 12.483609040267101
2000-10-01 12.684032545684800
2000-11-01 12.799830455460400
2000-12-01 12.797348490894699
2001-01-01 12.923627232658400
2001-02-01 13.032713180606999
2001-03-01 12.990957291807499
2001-04-01 13.398505803608101
2001-05-01 13.152238746732400
2001-06-01 13.232222541062100
2001-07-01 13.170525491193200
2001-08-01 13.441813728145500
2001-09-01 13.310691275843899
2001-10-01 13.507083210301301
2001-11-01 13.620333886474901
2001-12-01 13.531523285243301
2002-01-01 13.435332932541401
2002-02-01 13.569100931019700
2002-03-01 13.562523418067201
2002-04-01 13.575632054054600
2002-05-01 13.636907648153601
2002-06-01 14.362136536357300
2002-07-01 14.167936442563802
2002-08-01 13.967503368157900
2002-09-01 14.146432119795401
2002-10-01 13.773145128531500
2002-11-01 13.813927112526200
2002-12-01 13.778500767658300
2003-01-01 13.680008992340300
2003-02-01 13.743889041283500
2003-03-01 13.867471447639401
2003-04-01 13.840795733019600
2003-05-01 13.914215440308700
2003-06-01 13.890094834037200
2003-07-01 14.336099144763400
2003-08-01 14.147191543283000
2003-09-01 13.913244212328100
2003-10-01 13.408809758570099
2003-11-01 13.473680330363901
2003-12-01 13.531389794319502
2004-01-01 13.349854261657601
2004-02-01 13.360831356319599
2004-03-01 13.452717934376302
2004-04-01 13.180262599132700
2004-05-01 13.222003280186300
2004-06-01 13.176359181515698
2004-07-01 13.187235641578901
2004-08-01 13.220828508975899
2004-09-01 13.217805368234501
2004-10-01 13.301212195808699
2004-11-01 13.398190395624200
2004-12-01 13.147175349792800
2005-01-01 13.552557610254901
2005-02-01 13.423586401472800
2005-03-01 13.415752225989900
2005-04-01 13.625530300011300
2005-05-01 13.536630201906900
2005-06-01 12.912727581779802
2005-07-01 13.370032392275200
2005-08-01 13.293202847274301
2005-09-01 13.407420485832901
2005-10-01 13.558214683580198
2005-11-01 13.577160461118801
2005-12-01 13.496259737478600
2006-01-01 13.773338586624801
2006-02-01 13.493099841032100
2006-03-01 13.419659917946000
2006-04-01 13.429652654937101
2006-05-01 13.585941631022301
2006-06-01 12.972968105808802
2006-07-01 13.390358018854500
2006-08-01 13.581006645164301
2006-09-01 13.715634824561999
2006-10-01 13.636723626222000
2006-11-01 13.652887840649500
2006-12-01 13.720716310757199
2007-01-01 14.341899139406600
2007-02-01 14.122965259421802
2007-03-01 14.269252080615098
2007-04-01 14.171038521783800
2007-05-01 14.247131790497901
2007-06-01 13.693049597239900
2007-07-01 13.728949751653099
2007-08-01 13.927245261673200
2007-09-01 14.207558934222300
2007-10-01 14.476771051010900
2007-11-01 14.461628006953198
2007-12-01 14.516798788045401
2008-01-01 14.533275713564999
2008-02-01 14.589539267092600
2008-03-01 14.589378971851900
2008-04-01 14.553711323343899
2008-05-01 14.318475684787600
2008-06-01 14.005600170132501
2008-07-01 14.627671761766500
2008-08-01 14.867495998304100
2008-09-01 15.102057196833998
2008-10-01 15.066238095443198
2008-11-01 15.105426799505300
2008-12-01 15.314681426347198
2009-01-01 14.969496043358399
2009-02-01 14.975043163156600
2009-03-01 14.900255168641698
2009-04-01 15.038086465589900
2009-05-01 15.060228026532600
2009-06-01 15.104922686408901
2009-07-01 15.395981206558400
2009-08-01 15.279991946343902
2009-09-01 15.026711588031000
2009-10-01 15.029962676437900
2009-11-01 15.030621671764400
2009-12-01 14.991669998200800
2010-01-01 15.106104550304300
2010-02-01 15.004948076671500
2010-03-01 15.029537928952500
2010-04-01 15.149773011986700
2010-05-01 15.167295798895700
2010-06-01 15.256774502464099
2010-07-01 15.546913116991100
2010-08-01 15.198307206382600
2010-09-01 14.765014117564599
2010-10-01 14.991330755054200
2010-11-01 15.048946430622400
2010-12-01 14.978241516760600
2011-01-01 15.228257740952600
2011-02-01 15.220614669568000
2011-03-01 15.257106054654200
2011-04-01 15.254986903475801
2011-05-01 15.124364600437401
2011-06-01 15.421778543485301
2011-07-01 15.731947154870400
2011-08-01 15.388564464217000
2011-09-01 14.877427208574900
2011-10-01 15.221657172751698
2011-11-01 15.250420053088698
2011-12-01 15.361347854840900
2012-01-01 15.114950362881599
2012-02-01 15.342637650219700
2012-03-01 15.399205966553600
2012-04-01 15.174196795194800
2012-05-01 15.270804418143700
2012-06-01 15.147873487821801
2012-07-01 14.730530350609300
2012-08-01 14.846198110135000
2012-09-01 14.975547355464801
2012-10-01 15.245567997285500
2012-11-01 15.265560165279900
2012-12-01 15.361712505940700
2013-01-01 15.205894516556000
2013-02-01 15.292904109244500
2013-03-01 15.369588483531599
2013-04-01 14.813685037316400
2013-05-01 15.116044867670901
2013-06-01 15.013635467976000
2013-07-01 15.190623045116599
2013-08-01 15.187000791427400
2013-09-01 15.164619818151800
2013-10-01 15.063129646524198
2013-11-01 15.080177215413102
2013-12-01 15.071993311712001
2014-01-01 15.291973030434100
2014-02-01 15.336566917666600
2014-03-01 15.249153405290599
2014-04-01 15.749982730289199
2014-05-01 15.859468222700501
2014-06-01 15.840985120022900
2014-07-01 15.899830269049302
2014-08-01 16.263833874713200
2014-09-01 15.824273200158999
2014-10-01 15.692493339171900
2014-11-01 15.707944606139300
2014-12-01 15.626217695606599
2015-01-01 15.802535867723801
2015-02-01 15.567125475167902
2015-03-01 15.411673553447800
2015-04-01 15.483936529274500
2015-05-01 15.435218664673900
2015-06-01 15.614950480996000
2015-07-01 15.793133119947600
2015-08-01 15.612962909928301
2015-09-01 15.600175293375099
2015-10-01 15.570480374867100
2015-11-01 15.516033092424000
2015-12-01 15.624823444466500
2016-01-01 14.649146092827499
2016-02-01 15.218776609779000
2016-03-01 15.074233316675802
2016-04-01 15.591679278137601
2016-05-01 15.736103290208199
2016-06-01 15.743625332737901
2016-07-01 15.824107674175000
2016-08-01 15.835887621468000
2016-09-01 15.561890054406700
2016-10-01 15.615606930199402
2016-11-01 15.782893041243800
2016-12-01 15.604886423902800
2017-01-01 15.731805607483098
2017-02-01 15.787564220233200
2017-03-01 15.833053300304401
2017-04-01 15.616089639004901
2017-05-01 15.655642481939198
2017-06-01 15.274422865724500
2017-07-01 15.244033535212400
2017-08-01 15.301295373190500
2017-09-01 15.728975799571199
2017-10-01 15.578983854739000
2017-11-01 15.513481767113000
2017-12-01 15.607873840223501
2018-01-01 14.215034740598600
2018-02-01 15.402708253885400
2018-03-01 15.259307840568900
2018-04-01 15.462522945592100
2018-05-01 15.374525221020802
2018-06-01 15.519504119857700
2018-07-01 15.004882701381600
2018-08-01 15.243691035636301
2018-09-01 15.404762263279400
2018-10-01 15.373291949465400
2018-11-01 15.259054317863800
2018-12-01 15.244960329089599
2019-01-01 15.215230460801802
2019-02-01 15.318767298816200
2019-03-01 15.362508113048500
2019-04-01 15.207112422657799
2019-05-01 14.962736652468000
2019-06-01 14.931112589049599
2019-07-01 14.607623477997300
2019-08-01 14.890557892182100
2019-09-01 14.995845120828900
2019-10-01 15.215333414371100
2019-11-01 15.212765413195000
2019-12-01 15.300078675273301
2020-01-01 14.711311731191401
2020-02-01 15.051399705727400
2020-03-01 15.086954905413899
2020-04-01 13.264316318124699
2020-05-01 13.262421924453498
2020-06-01 13.534276518202100
2020-07-01 13.483504872069500
2020-08-01 13.794239876875501
2020-09-01 13.546863953893302
2020-10-01 13.419438252803600
2020-11-01 13.433013556406500
2020-12-01 12.408901175698500
2021-01-01 12.380686478961100
2021-02-01 12.781705439606500
2021-03-01 13.516994711468500
2021-04-01 13.550736756541099
2021-05-01 13.991700524861901
2021-06-01 13.633220323742700
2021-07-01 13.776949244913400
2021-08-01 13.660493646190698
2021-09-01 13.857115538958000
2021-10-01 13.938710785482400
2021-11-01 14.027395337516902
2021-12-01 14.073679739116900
2022-01-01 14.485672668587300
2022-02-01 14.013309052007802
2022-03-01 14.167996894745200
2022-04-01 14.294388680844900
2022-05-01 14.532438533211000
2022-06-01 14.310832894336600
2022-07-01 14.437525381800802
2022-08-01 14.645220090751000
2022-09-01 14.465194358524500
2022-10-01 14.351276343305200
2022-11-01 14.425072545228400
2022-12-01 14.481536261786099
2023-01-01 14.882650556463402
2023-02-01 14.892883596748300
2023-03-01 15.014723242292499
2023-04-01 15.226378320580599
2023-05-01 15.185414120140200
2023-06-01 15.088227716148600
2023-07-01 14.869143847404402
2023-08-01 15.411709895349000
2023-09-01 15.262351434220600
2023-10-01 15.404703265607901
2023-11-01 15.463944448981199
2023-12-01 15.554989803211301
2024-01-01 14.440147937044301
2024-02-01 15.474555016743000
2024-03-01 15.568583371972500
2024-04-01 15.497406037767100
2024-05-01 15.382578780099301
2024-06-01 16.103644545408002
2024-07-01 16.028515602107400
2024-08-01 15.977154420955902

Subscribe to the FRED newsletter


Follow us

Back to Top