Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lancaster, PA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Lancaster, PA (MSA)
Series ID LANC542EDUH
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 6:20 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 19.830431724580500
1990-02-01 19.894908798305302
1990-03-01 19.971182556565896
1990-04-01 20.172540726622700
1990-05-01 20.282154010187900
1990-06-01 20.391781928200700
1990-07-01 20.289924561880103
1990-08-01 20.298036675260104
1990-09-01 20.287814589128700
1990-10-01 20.317156566958400
1990-11-01 20.255848084325603
1990-12-01 20.399592678332100
1991-01-01 20.551469332966200
1991-02-01 20.696050022606100
1991-03-01 20.653393125407000
1991-04-01 20.865854091620800
1991-05-01 20.887933752487896
1991-06-01 21.121245647556400
1991-07-01 21.107325243259197
1991-08-01 21.131349861712700
1991-09-01 21.078825301922800
1991-10-01 21.096608808666800
1991-11-01 21.222882147949800
1991-12-01 21.180090872271602
1992-01-01 21.163318149397398
1992-02-01 21.196724876879102
1992-03-01 22.110665540640998
1992-04-01 22.161349971791800
1992-05-01 21.394172269756698
1992-06-01 21.348816515388800
1992-07-01 21.404526134228200
1992-08-01 21.567446517234302
1992-09-01 21.672357726088000
1992-10-01 21.691159108421400
1992-11-01 21.501721090220400
1992-12-01 21.662136369563605
1993-01-01 21.878890400342000
1993-02-01 21.594696221255997
1993-03-01 21.665444133260800
1993-04-01 21.580545806927198
1993-05-01 21.596833724283105
1993-06-01 21.586387901121100
1993-07-01 21.698078495201997
1993-08-01 21.801278777631396
1993-09-01 21.867975060344200
1993-10-01 22.288335578278105
1993-11-01 22.271289070051196
1993-12-01 22.341053007460500
1994-01-01 22.275155127813000
1994-02-01 22.392223331987600
1994-03-01 22.211114270970100
1994-04-01 22.590534022931198
1994-05-01 22.613540461473498
1994-06-01 22.647201664206100
1994-07-01 22.701513123627200
1994-08-01 22.641823650667000
1994-09-01 22.760045910313600
1994-10-01 22.789912240201200
1994-11-01 22.749401988393103
1994-12-01 22.827043700014200
1995-01-01 23.090533367985802
1995-02-01 23.078735839977398
1995-03-01 23.267843838850304
1995-04-01 23.211472445802396
1995-05-01 23.329763689306898
1995-06-01 23.488315403397800
1995-07-01 23.075540339692000
1995-08-01 23.258520815636302
1995-09-01 23.357889119393302
1995-10-01 23.186133930066102
1995-11-01 23.344617188423400
1995-12-01 23.332158925400400
1996-01-01 23.089255010390800
1996-02-01 23.359371180423302
1996-03-01 23.345935082612100
1996-04-01 23.439417541718502
1996-05-01 24.256867444382600
1996-06-01 23.365496937264200
1996-07-01 23.242863526839198
1996-08-01 23.637142329022602
1996-09-01 23.758058698628602
1996-10-01 23.888442286537800
1996-11-01 24.054399830780300
1996-12-01 24.143566178769003
1997-01-01 24.243918126152700
1997-02-01 24.120252154200000
1997-03-01 24.217860729850898
1997-04-01 24.263833500386400
1997-05-01 24.271982852141800
1997-06-01 24.148839471114897
1997-07-01 24.323219892775803
1997-08-01 24.407321817686600
1997-09-01 24.458560705579100
1997-10-01 24.597498890403600
1997-11-01 24.591394371332900
1997-12-01 24.679317407882400
1998-01-01 24.997524531133198
1998-02-01 24.871294075796700
1998-03-01 24.888074493355997
1998-04-01 24.884131715907700
1998-05-01 25.090461463199603
1998-06-01 25.105909264502300
1998-07-01 25.307422573659100
1998-08-01 25.269026392368500
1998-09-01 25.364675617588397
1998-10-01 25.622943729244500
1998-11-01 25.629688495504798
1998-12-01 25.812766512523900
1999-01-01 25.443847777519803
1999-02-01 25.404032097467400
1999-03-01 25.257346391633895
1999-04-01 25.602280783011302
1999-05-01 25.486751046208300
1999-06-01 25.744073062862200
1999-07-01 25.467821607442400
1999-08-01 25.741408283983198
1999-09-01 25.699685158309997
1999-10-01 25.483042973398500
1999-11-01 25.405273762988898
1999-12-01 25.574057381831302
2000-01-01 25.660618761925600
2000-02-01 25.939517749851200
2000-03-01 26.117712806114103
2000-04-01 26.015007667366100
2000-05-01 26.066629916636600
2000-06-01 26.156455195997502
2000-07-01 26.466904423595000
2000-08-01 26.437019047242200
2000-09-01 26.547282832334105
2000-10-01 26.632575583074000
2000-11-01 26.741197846019503
2000-12-01 26.801810067390498
2001-01-01 26.882747192988898
2001-02-01 27.158871407201900
2001-03-01 27.173261749140895
2001-04-01 27.325411584967900
2001-05-01 27.338251099108400
2001-06-01 27.493378695742898
2001-07-01 27.467540097109800
2001-08-01 27.666217033619600
2001-09-01 27.823809653578802
2001-10-01 27.781582359646700
2001-11-01 28.065021363295102
2001-12-01 28.210584229596200
2002-01-01 28.478428688776496
2002-02-01 28.584944645771900
2002-03-01 28.743229800486198
2002-04-01 28.818458014391400
2002-05-01 29.312384201459302
2002-06-01 29.034432541211100
2002-07-01 29.503972350103396
2002-08-01 29.625626032139397
2002-09-01 29.813936448583497
2002-10-01 29.996629756381697
2002-11-01 30.064050257615900
2002-12-01 30.310464385204803
2003-01-01 30.344164187585600
2003-02-01 30.420671219968200
2003-03-01 30.632808035608303
2003-04-01 30.498411240779000
2003-05-01 30.973280845115900
2003-06-01 31.217902199894300
2003-07-01 31.129020512302900
2003-08-01 31.070872725326600
2003-09-01 31.399852678499304
2003-10-01 31.808463177819100
2003-11-01 31.961217884600700
2003-12-01 31.996881699128604
2004-01-01 32.104701697583700
2004-02-01 32.389468397482600
2004-03-01 32.741185011108900
2004-04-01 32.348839134984300
2004-05-01 32.532734937353100
2004-06-01 32.822604942145300
2004-07-01 32.648362980171600
2004-08-01 32.703018612129200
2004-09-01 32.558204565888400
2004-10-01 32.522470019481396
2004-11-01 32.785163058363300
2004-12-01 33.104632126832400
2005-01-01 33.364460344775700
2005-02-01 33.494712987073100
2005-03-01 33.461300946117300
2005-04-01 34.187410400562705
2005-05-01 33.686998552258800
2005-06-01 34.064899756438700
2005-07-01 34.139602761744400
2005-08-01 34.201887372975996
2005-09-01 34.496235753931700
2005-10-01 35.027369556212200
2005-11-01 35.100135072053110
2005-12-01 34.998413759725000
2006-01-01 35.364573228608900
2006-02-01 35.304094093370400
2006-03-01 35.354754833424600
2006-04-01 35.716789406868900
2006-05-01 35.740254283214000
2006-06-01 35.632627081369904
2006-07-01 35.618571736111300
2006-08-01 36.005637889184605
2006-09-01 36.222452144114300
2006-10-01 35.930245408265100
2006-11-01 36.132826194745500
2006-12-01 36.308091117846104
2007-01-01 36.064042558557000
2007-02-01 36.134140526997500
2007-03-01 36.240679294120700
2007-04-01 36.358057079108600
2007-05-01 36.479162745295000
2007-06-01 36.411233245593400
2007-07-01 36.803482904573800
2007-08-01 36.789660420558210
2007-09-01 36.937461948916400
2007-10-01 36.929435278459900
2007-11-01 36.960751408258204
2007-12-01 37.093545436847900
2008-01-01 37.511757213038100
2008-02-01 37.544472078171900
2008-03-01 37.789381807077900
2008-04-01 37.813821669361400
2008-05-01 37.919460425273500
2008-06-01 38.100255129152000
2008-07-01 38.313795981463706
2008-08-01 38.329120662643106
2008-09-01 38.063321410678500
2008-10-01 38.191445445926600
2008-11-01 38.254509424983300
2008-12-01 38.374186334787005
2009-01-01 38.967691596867900
2009-02-01 38.626044110955796
2009-03-01 38.726183097236900
2009-04-01 38.792752868476500
2009-05-01 38.981707574102800
2009-06-01 39.064660569262100
2009-07-01 39.361498228600100
2009-08-01 39.191772657582100
2009-09-01 38.776403454725400
2009-10-01 39.248953669678100
2009-11-01 39.232973544859600
2009-12-01 39.329805252277495
2010-01-01 39.091415189797200
2010-02-01 39.188168970802200
2010-03-01 39.276340921873300
2010-04-01 39.471960354138800
2010-05-01 39.576093910591000
2010-06-01 39.609962092632200
2010-07-01 39.641938087625300
2010-08-01 39.687545930827300
2010-09-01 39.262107083259100
2010-10-01 39.794071238513800
2010-11-01 39.789770501451400
2010-12-01 39.988756507406290
2011-01-01 39.396183855834500
2011-02-01 39.747513896656500
2011-03-01 39.753632059302504
2011-04-01 39.635483422417295
2011-05-01 39.791688307317200
2011-06-01 39.754821270838600
2011-07-01 39.849817134248900
2011-08-01 39.886494530217600
2011-09-01 39.703429245695400
2011-10-01 40.157505656111400
2011-11-01 40.332042514401800
2011-12-01 40.337689507799700
2012-01-01 40.506968530987500
2012-02-01 40.614371037574900
2012-03-01 40.645324089855000
2012-04-01 40.486627737310210
2012-05-01 40.515037040559704
2012-06-01 40.518924613959200
2012-07-01 40.654729605467104
2012-08-01 40.591971142602700
2012-09-01 41.025925804009496
2012-10-01 41.126424580928800
2012-11-01 41.071643493542700
2012-12-01 41.399354124480300
2013-01-01 41.284796952358896
2013-02-01 41.493680349663600
2013-03-01 41.644896162399400
2013-04-01 42.122681991836200
2013-05-01 41.934214243961400
2013-06-01 42.214700672839705
2013-07-01 42.052505584869400
2013-08-01 42.311182191850100
2013-09-01 42.342841843372700
2013-10-01 42.303180784275500
2013-11-01 42.408408554758600
2013-12-01 42.379296968881300
2014-01-01 42.564185205367400
2014-02-01 42.378567793279600
2014-03-01 42.648220570049500
2014-04-01 42.979484492540500
2014-05-01 42.833856925727400
2014-06-01 42.993437138024504
2014-07-01 43.025419962596295
2014-08-01 43.077455638774900
2014-09-01 43.278679583237600
2014-10-01 43.297777598846906
2014-11-01 43.448640036005400
2014-12-01 43.490918544358100
2015-01-01 43.312128754716795
2015-02-01 43.259695217254700
2015-03-01 43.253199708923795
2015-04-01 43.351527093843200
2015-05-01 43.423163551335500
2015-06-01 43.581440973195500
2015-07-01 43.779240001292400
2015-08-01 43.724567543885900
2015-09-01 43.835293860615100
2015-10-01 43.886361867153100
2015-11-01 43.902379599084995
2015-12-01 44.124866980963300
2016-01-01 44.151710460249500
2016-02-01 44.238483243630600
2016-03-01 44.347359738396100
2016-04-01 44.437876672131300
2016-05-01 44.507606792736794
2016-06-01 44.375410462896600
2016-07-01 44.421181997748300
2016-08-01 44.535458818350290
2016-09-01 44.716576680354800
2016-10-01 44.762189990306000
2016-11-01 44.858614013569600
2016-12-01 44.773308838802300
2017-01-01 44.771730984026390
2017-02-01 45.124769351576600
2017-03-01 45.155927516523290
2017-04-01 45.148089263502100
2017-05-01 45.388394179455300
2017-06-01 45.369522043381200
2017-07-01 45.465801211434900
2017-08-01 45.409675897325790
2017-09-01 45.497502557679006
2017-10-01 45.526575206115600
2017-11-01 45.834191985049400
2017-12-01 45.823041854234700
2018-01-01 46.223664962170105
2018-02-01 46.336260912057800
2018-03-01 46.354650611074400
2018-04-01 46.361543195452604
2018-05-01 46.283070974087200
2018-06-01 46.313095194278205
2018-07-01 45.971022600935605
2018-08-01 46.341216121157210
2018-09-01 46.588615879876500
2018-10-01 46.804262533513400
2018-11-01 46.730397355681106
2018-12-01 46.886413325362994
2019-01-01 47.576898910125800
2019-02-01 46.988501268017394
2019-03-01 46.968177233138896
2019-04-01 47.084012672237210
2019-05-01 46.679333912234200
2019-06-01 47.005890508149300
2019-07-01 47.055298289881290
2019-08-01 47.562782570352600
2019-09-01 47.687828398009500
2019-10-01 47.884480423929006
2019-11-01 48.054337218035790
2019-12-01 48.251341118578500
2020-01-01 48.235700306203000
2020-02-01 48.269665691095895
2020-03-01 48.074735153609000
2020-04-01 42.165831858712500
2020-05-01 42.995906391170300
2020-06-01 45.270759316333596
2020-07-01 45.558872638658200
2020-08-01 45.815845841884006
2020-09-01 45.915178220651400
2020-10-01 45.917348657308700
2020-11-01 45.970391754625794
2020-12-01 45.830070551858704
2021-01-01 45.971260995739300
2021-02-01 46.187603378348996
2021-03-01 46.629617140345900
2021-04-01 46.439732104827996
2021-05-01 46.268254224521400
2021-06-01 47.096517047739600
2021-07-01 46.410145152248000
2021-08-01 46.135340177473710
2021-09-01 45.956321506412790
2021-10-01 45.723278669659500
2021-11-01 45.950295236655100
2021-12-01 45.990622878080100
2022-01-01 45.440108029421395
2022-02-01 46.167095576085700
2022-03-01 46.353062180095100
2022-04-01 46.364120154508500
2022-05-01 46.652090247439006
2022-06-01 46.645995396522890
2022-07-01 47.067583443021100
2022-08-01 47.289711453629800
2022-09-01 47.511633771962000
2022-10-01 47.818713978741400
2022-11-01 47.882170733079010
2022-12-01 48.224874942272700
2023-01-01 48.736855015497504
2023-02-01 48.695465232141000
2023-03-01 48.945941650773110
2023-04-01 49.361283518451000
2023-05-01 49.215327098371894
2023-06-01 49.693859274904400
2023-07-01 49.579135101814000
2023-08-01 49.789099828909290
2023-09-01 50.170530566978100
2023-10-01 50.594876485774400
2023-11-01 50.293411129371800
2023-12-01 50.643141666115206
2024-01-01 50.826899088478605
2024-02-01 50.906022805303000
2024-03-01 50.944734871972900
2024-04-01 51.052785643890495
2024-05-01 51.596155243950700
2024-06-01 51.849967278193900
2024-07-01 51.923345478345700
2024-08-01 52.603877187023790
2024-09-01 51.712770194645000
2024-10-01 51.396171580153506
2024-11-01 52.191875571788394

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