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 2024-02-01 Last Updated: 2024-03-23 6:22 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU42979626561000001). 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 (https://www.bls.gov/sae/additional-resources/non-standard-ces-areas.htm) of the Current Employment Statistics. DATE VALUE 1990-01-01 9.939306211620830 1990-02-01 10.354325605246100 1990-03-01 10.291089181826699 1990-04-01 10.250805217831800 1990-05-01 10.115250323518600 1990-06-01 9.850049706977199 1990-07-01 10.168147281781600 1990-08-01 10.046144078249900 1990-09-01 10.515405494264598 1990-10-01 10.452258492985100 1990-11-01 10.568763853022801 1990-12-01 10.653937309642698 1991-01-01 10.576531093156301 1991-02-01 10.543562475615200 1991-03-01 10.574354130116200 1991-04-01 10.436725178161600 1991-05-01 10.510719476238300 1991-06-01 10.736242354983000 1991-07-01 10.399658068337999 1991-08-01 10.398262759025698 1991-09-01 10.214017938422500 1991-10-01 10.353241292711699 1991-11-01 10.291245596791800 1991-12-01 10.184138459291200 1992-01-01 10.469019089548699 1992-02-01 10.468498315608300 1992-03-01 10.503068326957200 1992-04-01 10.625372918854900 1992-05-01 10.711497661252500 1992-06-01 10.626390125642999 1992-07-01 10.730785983369600 1992-08-01 10.233850450365999 1992-09-01 10.708107362881100 1992-10-01 10.626012849375600 1992-11-01 10.663824928725100 1992-12-01 10.767942227627401 1993-01-01 10.563290270162100 1993-02-01 10.575534465298300 1993-03-01 10.622637051602801 1993-04-01 10.623571831821400 1993-05-01 10.622020213854000 1993-06-01 10.745002801450200 1993-07-01 10.577228299917800 1993-08-01 10.820212654234400 1993-09-01 10.703008615104100 1993-10-01 11.084609749970100 1993-11-01 10.844460186670199 1993-12-01 10.873836510479600 1994-01-01 10.877357863232200 1994-02-01 10.961027080409400 1994-03-01 10.918260479244900 1994-04-01 10.896447475527500 1994-05-01 10.726429241794900 1994-06-01 10.870151455054100 1994-07-01 11.279044935044400 1994-08-01 11.297336249656000 1994-09-01 11.101950378040199 1994-10-01 11.058668359730301 1994-11-01 11.104784162502902 1994-12-01 11.169147895911100 1995-01-01 11.207280934654500 1995-02-01 11.139788590029700 1995-03-01 11.207081783900400 1995-04-01 11.342793873058200 1995-05-01 11.406351432211200 1995-06-01 11.579585531466100 1995-07-01 11.765298304356700 1995-08-01 11.699190602030802 1995-09-01 11.692279924667599 1995-10-01 11.490193694635300 1995-11-01 11.440353245580999 1995-12-01 11.442533029051500 1996-01-01 11.772884616110199 1996-02-01 11.675029836319000 1996-03-01 11.758201729530000 1996-04-01 11.881439739056098 1996-05-01 11.981510417576600 1996-06-01 12.192346186447802 1996-07-01 12.162829120615600 1996-08-01 12.132030853934697 1996-09-01 11.887458056006501 1996-10-01 12.089451793456199 1996-11-01 12.133019594675000 1996-12-01 12.000400435590802 1997-01-01 12.038518633562200 1997-02-01 11.910780257271302 1997-03-01 11.932838790653500 1997-04-01 12.043539090341199 1997-05-01 11.671845133775700 1997-06-01 11.137852030230501 1997-07-01 11.374505868780100 1997-08-01 11.341035347461698 1997-09-01 11.986854662021000 1997-10-01 11.950759317998200 1997-11-01 11.992678737868800 1997-12-01 12.079309359047300 1998-01-01 11.894573617936599 1998-02-01 11.951299235453698 1998-03-01 11.907855196434000 1998-04-01 12.116214609595803 1998-05-01 12.248432936482300 1998-06-01 12.107317358009400 1998-07-01 12.281947307664700 1998-08-01 12.276243833829000 1998-09-01 12.375728530609699 1998-10-01 12.358526987458001 1998-11-01 12.392867965948698 1998-12-01 12.544643146375500 1999-01-01 12.510936610126800 1999-02-01 12.634228514503600 1999-03-01 12.622965596501400 1999-04-01 12.564110240552198 1999-05-01 12.543246013975198 1999-06-01 12.635986063074100 1999-07-01 12.436306170784100 1999-08-01 12.308311369673900 1999-09-01 12.442961968116000 1999-10-01 12.422596546675100 1999-11-01 12.355800807423199 1999-12-01 12.375064095736198 2000-01-01 12.137191563859000 2000-02-01 12.322647347176700 2000-03-01 12.310519757526100 2000-04-01 12.381855101647401 2000-05-01 12.362940565602699 2000-06-01 12.359772882557099 2000-07-01 12.449631239941800 2000-08-01 12.438213676309700 2000-09-01 12.483609493630200 2000-10-01 12.684032768448100 2000-11-01 12.799830546236400 2000-12-01 12.797348482341300 2001-01-01 12.923627207500800 2001-02-01 13.032713040647302 2001-03-01 12.990957127905900 2001-04-01 13.398505602340600 2001-05-01 13.152238739025100 2001-06-01 13.232222411866100 2001-07-01 13.170525635928302 2001-08-01 13.441813291231401 2001-09-01 13.310692384694100 2001-10-01 13.507083579857400 2001-11-01 13.620333512869100 2001-12-01 13.531524248957200 2002-01-01 13.435332017266300 2002-02-01 13.569100219361598 2002-03-01 13.562523090247700 2002-04-01 13.575632005040100 2002-05-01 13.636907806632200 2002-06-01 14.362134455746300 2002-07-01 14.167936505297000 2002-08-01 13.967502894221498 2002-09-01 14.146434093407800 2002-10-01 13.773147060131700 2002-11-01 13.813929385847098 2002-12-01 13.778507295764500 2003-01-01 13.679990994843399 2003-02-01 13.743892428559900 2003-03-01 13.867474095342200 2003-04-01 13.840796934696400 2003-05-01 13.914215067816400 2003-06-01 13.890088101081900 2003-07-01 14.336096976093302 2003-08-01 14.147189574774700 2003-09-01 13.913246238000300 2003-10-01 13.408813654126401 2003-11-01 13.473686632247200 2003-12-01 13.531403437033902 2004-01-01 13.349823290297598 2004-02-01 13.360839802141900 2004-03-01 13.452723827298100 2004-04-01 13.180265609987800 2004-05-01 13.222004180526000 2004-06-01 13.176345449273901 2004-07-01 13.187210524509199 2004-08-01 13.220828993825000 2004-09-01 13.217808976284498 2004-10-01 13.301218235127699 2004-11-01 13.398201510954301 2004-12-01 13.147196438387699 2005-01-01 13.552517434870902 2005-02-01 13.423608365054701 2005-03-01 13.415774509281900 2005-04-01 13.625551344535301 2005-05-01 13.536586566505400 2005-06-01 12.912725153057199 2005-07-01 13.369980640379500 2005-08-01 13.293195532655199 2005-09-01 13.407409669459400 2005-10-01 13.558204947035700 2005-11-01 13.577158495748401 2005-12-01 13.496334265907800 2006-01-01 13.773305817461400 2006-02-01 13.493141315538600 2006-03-01 13.419712790591700 2006-04-01 13.429706016457200 2006-05-01 13.585858818323500 2006-06-01 12.972969747384901 2006-07-01 13.390255454048800 2006-08-01 13.580953607416100 2006-09-01 13.715568098022300 2006-10-01 13.636665052207599 2006-11-01 13.652856899082801 2006-12-01 13.720849192597100 2007-01-01 14.341912006843600 2007-02-01 14.123093976547400 2007-03-01 14.269418872810800 2007-04-01 14.171197400905700 2007-05-01 14.247038457614300 2007-06-01 13.693075295727600 2007-07-01 13.728551610537698 2007-08-01 13.927169289182999 2007-09-01 14.207031514294000 2007-10-01 14.476740715386500 2007-11-01 14.461657219390302 2007-12-01 14.517082078920100 2008-01-01 14.533439849823400 2008-02-01 14.589846826119700 2008-03-01 14.589738514513801 2008-04-01 14.554036188770500 2008-05-01 14.318471013177500 2008-06-01 14.005654184628300 2008-07-01 14.626373608432699 2008-08-01 14.867413822702598 2008-09-01 15.100749974468998 2008-10-01 15.066311436754198 2008-11-01 15.105598191702200 2008-12-01 15.315114964832699 2009-01-01 14.969869005869200 2009-02-01 14.975630161893699 2009-03-01 14.900942482413200 2009-04-01 15.038835920761398 2009-05-01 15.060780534955098 2009-06-01 15.105679818786099 2009-07-01 15.391163791562299 2009-08-01 15.279435671177001 2009-09-01 15.025159067585900 2009-10-01 15.030434920445100 2009-11-01 15.031062514087500 2009-12-01 14.992409395614800 2010-01-01 15.106984911471601 2010-02-01 15.006215764859200 2010-03-01 15.029234745021000 2010-04-01 15.151933029643700 2010-05-01 15.168660348379800 2010-06-01 15.258018537047802 2010-07-01 15.538324565744000 2010-08-01 15.196549501438700 2010-09-01 14.762958766720500 2010-10-01 14.991653935166800 2010-11-01 15.049580131264700 2010-12-01 14.979479673324600 2011-01-01 15.229988472025900 2011-02-01 15.222798790011199 2011-03-01 15.258912091711199 2011-04-01 15.258136581325200 2011-05-01 15.125751889823100 2011-06-01 15.422404518500800 2011-07-01 15.718700250467000 2011-08-01 15.384176637758400 2011-09-01 14.873945996026300 2011-10-01 15.221256652995300 2011-11-01 15.251435909265199 2011-12-01 15.364047994928500 2012-01-01 15.118883027000000 2012-02-01 15.347098876911100 2012-03-01 15.404127152892900 2012-04-01 15.178816008825500 2012-05-01 15.272509120525100 2012-06-01 15.147664691564900 2012-07-01 14.711503054100401 2012-08-01 14.839145341883200 2012-09-01 14.968413901598199 2012-10-01 15.239858498121300 2012-11-01 15.260410275097700 2012-12-01 15.377251389108801 2013-01-01 15.216120499738100 2013-02-01 15.301035494074100 2013-03-01 15.384396212136400 2013-04-01 14.813600122311803 2013-05-01 15.114199022882900 2013-06-01 15.010575901318900 2013-07-01 15.163885320971800 2013-08-01 15.176382666996400 2013-09-01 15.154006345240800 2013-10-01 15.052607652651100 2013-11-01 15.069563499375100 2013-12-01 15.100853570998900 2014-01-01 15.309613040088700 2014-02-01 15.349197770824402 2014-03-01 15.270964697342201 2014-04-01 15.745161579199399 2014-05-01 15.853720311497600 2014-06-01 15.834831279188199 2014-07-01 15.868800986603802 2014-08-01 16.251803915438100 2014-09-01 15.802300491463400 2014-10-01 15.678184530012500 2014-11-01 15.691959760374802 2014-12-01 15.669930663313698 2015-01-01 15.831583240733499 2015-02-01 15.582446104368800 2015-03-01 15.440547099026402 2015-04-01 15.471429381957900 2015-05-01 15.423328701789401 2015-06-01 15.603636843890800 2015-07-01 15.769363808027200 2015-08-01 15.600518857215700 2015-09-01 15.569152239575300 2015-10-01 15.557660577234600 2015-11-01 15.502860502772998 2015-12-01 15.672073857347500 2016-01-01 14.683293366264300 2016-02-01 15.235083703214901 2016-03-01 15.100193712472501 2016-04-01 15.574741271174100 2016-05-01 15.717939065964300 2016-06-01 15.724944955907400 2016-07-01 15.821455771659100 2016-08-01 15.820419266192800 2016-09-01 15.520372259698698 2016-10-01 15.604043195444300 2016-11-01 15.772845291768100 2016-12-01 15.659232380708199 2017-01-01 15.771714371737900 2017-02-01 15.808030323254800 2017-03-01 15.861316764691601 2017-04-01 15.587859462102400 2017-05-01 15.626359435993200 2017-06-01 15.245562642497001 2017-07-01 15.261312908576600 2017-08-01 15.283316211261100 2017-09-01 15.684554122623501 2017-10-01 15.570764967670100 2017-11-01 15.512975433833300 2017-12-01 15.672832780717800 2018-01-01 14.232883714493502 2018-02-01 15.453752535185500 2018-03-01 15.277765056317500 2018-04-01 15.411237016672900 2018-05-01 15.335985829071900 2018-06-01 15.477711088497800 2018-07-01 15.036108991458300 2018-08-01 15.225813618208498 2018-09-01 15.363080092979699 2018-10-01 15.371751135755401 2018-11-01 15.269983402264800 2018-12-01 15.319741713261198 2019-01-01 15.210442811990198 2019-02-01 15.399255302730100 2019-03-01 15.373678723313198 2019-04-01 15.132457094175699 2019-05-01 14.915884218717698 2019-06-01 14.880744579813600 2019-07-01 14.637915303146801 2019-08-01 14.879185743542800 2019-09-01 14.967949363821500 2019-10-01 15.221575616036901 2019-11-01 15.235353953349600 2019-12-01 15.383057966303001 2020-01-01 14.681870661371500 2020-02-01 15.154713743970001 2020-03-01 15.083875288096600 2020-04-01 13.181051844768099 2020-05-01 13.214832679004600 2020-06-01 13.481664448731400 2020-07-01 13.521051556621899 2020-08-01 13.789112943866801 2020-09-01 13.535114244351401 2020-10-01 13.431096988342302 2020-11-01 13.458895703256900 2020-12-01 12.480154493149600 2021-01-01 12.351820253311500 2021-02-01 12.862951552206200 2021-03-01 13.506589394032199 2021-04-01 13.443522839849802 2021-05-01 13.932185754320700 2021-06-01 13.588373972445900 2021-07-01 13.836098571756000 2021-08-01 13.667494787890801 2021-09-01 13.858952807865400 2021-10-01 13.954465937257302 2021-11-01 14.056170728024199 2021-12-01 14.151707143348300 2022-01-01 14.454152103593199 2022-02-01 14.090041011497000 2022-03-01 14.145739922671302 2022-04-01 14.154573615304600 2022-05-01 14.451029591033300 2022-06-01 14.292921845009400 2022-07-01 14.539227031469700 2022-08-01 14.664359073047303 2022-09-01 14.476293584946900 2022-10-01 14.372998851473598 2022-11-01 14.455787820455301 2022-12-01 14.543947384735901 2023-01-01 14.872035739734800 2023-02-01 14.933196167145901 2023-03-01 14.982802430303400 2023-04-01 15.060212729937500 2023-05-01 15.079825120003300 2023-06-01 15.111408551311099 2023-07-01 15.014341934373400 2023-08-01 15.448946915412801 2023-09-01 15.279605337909600 2023-10-01 15.428812571107900 2023-11-01 15.493165510548000 2023-12-01 15.599151402473700 2024-01-01 14.450720871861401 2024-02-01 15.570023312697302