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Table Data - All Employees: Education and Health Services: Private Education and Health Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA)

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

Title All Employees: Education and Health Services: Private Education and Health Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA)
Series ID SCRA542EDUH
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 2024-05-01
Last Updated 2024-06-26 4:44 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.
DATE VALUE
1990-01-01 37.906270067914100
1990-02-01 37.658406748352300
1990-03-01 37.747704942232700
1990-04-01 37.753164804899300
1990-05-01 37.833961253018500
1990-06-01 37.934062123785500
1990-07-01 38.001457451596710
1990-08-01 38.208147587612096
1990-09-01 38.364143398240710
1990-10-01 38.254343793976600
1990-11-01 38.097753133605710
1990-12-01 38.144692373353900
1991-01-01 38.023584904779206
1991-02-01 38.052774414942400
1991-03-01 38.230159345621400
1991-04-01 38.134084810475600
1991-05-01 38.123226091690704
1991-06-01 38.234373706778996
1991-07-01 37.904935779637206
1991-08-01 38.426760723585890
1991-09-01 38.271361850353300
1991-10-01 38.560358706210500
1991-11-01 38.905398375315500
1991-12-01 39.128094903322100
1992-01-01 39.163607891168700
1992-02-01 39.322949698661496
1992-03-01 39.276827207422500
1992-04-01 39.479732612376900
1992-05-01 39.708175999733290
1992-06-01 39.762653421620200
1992-07-01 40.067404296247396
1992-08-01 39.901703021273605
1992-09-01 40.122632122856395
1992-10-01 40.142256349419206
1992-11-01 40.282296209332900
1992-12-01 40.012529293225000
1993-01-01 40.207349544008100
1993-02-01 40.271084246771800
1993-03-01 40.091883776888000
1993-04-01 40.337073512376800
1993-05-01 40.389729705451295
1993-06-01 40.490215883183396
1993-07-01 40.813162898898504
1993-08-01 40.786369884561500
1993-09-01 40.878843820550790
1993-10-01 40.936200413400000
1993-11-01 40.773452144596000
1993-12-01 40.999527608102500
1994-01-01 40.937181982528700
1994-02-01 40.988132472994710
1994-03-01 40.891275561778200
1994-04-01 41.880363608628706
1994-05-01 41.974500562639800
1994-06-01 41.834465304825800
1994-07-01 41.683640709792200
1994-08-01 41.897226659118600
1994-09-01 42.069446288918400
1994-10-01 42.005414983802794
1994-11-01 42.127830472764700
1994-12-01 42.168425161418400
1995-01-01 42.979490112440900
1995-02-01 42.998462850327100
1995-03-01 43.150186125848600
1995-04-01 43.241984946575390
1995-05-01 42.976428453219210
1995-06-01 42.568289966300895
1995-07-01 43.194060363608210
1995-08-01 43.311061471102110
1995-09-01 43.472488846874896
1995-10-01 43.455212170308000
1995-11-01 43.677658899552200
1995-12-01 43.422381601375896
1996-01-01 43.169457672656400
1996-02-01 43.306769644543294
1996-03-01 43.449111971932105
1996-04-01 43.121568830586300
1996-05-01 43.508852377474604
1996-06-01 43.301019053833290
1996-07-01 43.583393038153300
1996-08-01 43.676533472338200
1996-09-01 43.672699224543100
1996-10-01 43.925028684614894
1996-11-01 43.937814820224894
1996-12-01 44.375582359301205
1997-01-01 43.969953442234500
1997-02-01 44.111116473746500
1997-03-01 43.957210328334000
1997-04-01 44.208889574743600
1997-05-01 44.353008258388996
1997-06-01 44.451194682437496
1997-07-01 43.948116585761600
1997-08-01 44.112380730382500
1997-09-01 44.349439417511505
1997-10-01 44.603878482391700
1997-11-01 44.703992633462704
1997-12-01 44.749026886892300
1998-01-01 45.178250719769200
1998-02-01 45.110858188520900
1998-03-01 45.190879757538994
1998-04-01 45.186916954618500
1998-05-01 45.013812252022300
1998-06-01 45.183432036220890
1998-07-01 45.214091520634300
1998-08-01 45.349419704901000
1998-09-01 45.170902335727100
1998-10-01 45.306685437863294
1998-11-01 45.209447855216204
1998-12-01 45.260679334421600
1999-01-01 44.560169722844200
1999-02-01 44.826909856930200
1999-03-01 44.962829051478610
1999-04-01 45.466419679337400
1999-05-01 45.161144985762995
1999-06-01 45.092123094567000
1999-07-01 45.141777722314900
1999-08-01 45.104303543891000
1999-09-01 45.014758201808796
1999-10-01 45.363462436633300
1999-11-01 45.462724035790300
1999-12-01 45.494569884057400
2000-01-01 45.674621548122396
2000-02-01 45.660159334487800
2000-03-01 45.621620691901900
2000-04-01 45.330631274072104
2000-05-01 45.167919214205700
2000-06-01 45.207863552019205
2000-07-01 45.174223976949500
2000-08-01 45.188144240211600
2000-09-01 45.740074092968290
2000-10-01 45.034028375710896
2000-11-01 45.029845686580200
2000-12-01 45.167737631298600
2001-01-01 44.644978394268996
2001-02-01 45.028658464203794
2001-03-01 44.918032895893404
2001-04-01 44.895785273769100
2001-05-01 44.740025011788504
2001-06-01 45.037006725225400
2001-07-01 45.197831589035104
2001-08-01 45.397307155181710
2001-09-01 45.436362105278900
2001-10-01 45.282754602605600
2001-11-01 45.366986256109506
2001-12-01 45.218926191467300
2002-01-01 45.448505883630700
2002-02-01 45.907742792558900
2002-03-01 45.912622651293000
2002-04-01 46.208781009954900
2002-05-01 46.590045961572294
2002-06-01 46.610740625506710
2002-07-01 46.547490056153606
2002-08-01 46.770849746236600
2002-09-01 46.849780992383096
2002-10-01 46.877203259363100
2002-11-01 47.069714739766900
2002-12-01 46.861967508121900
2003-01-01 47.565299565171300
2003-02-01 47.477926762492500
2003-03-01 47.900994211042300
2003-04-01 47.717036104994300
2003-05-01 48.047695230899200
2003-06-01 48.297242415964300
2003-07-01 47.688603156071200
2003-08-01 47.729207926488705
2003-09-01 47.847334401050304
2003-10-01 48.069085972294290
2003-11-01 48.062958108229395
2003-12-01 48.300602329466706
2004-01-01 47.143730582727390
2004-02-01 47.093963456793100
2004-03-01 47.265984092131795
2004-04-01 47.573990612383010
2004-05-01 47.623166545156790
2004-06-01 47.722329970890996
2004-07-01 48.097089793857606
2004-08-01 48.060490915758900
2004-09-01 48.130968970163000
2004-10-01 48.551694315874904
2004-11-01 48.855417028452390
2004-12-01 49.073645033675100
2005-01-01 48.860008833505795
2005-02-01 48.865085728533710
2005-03-01 48.789693615263100
2005-04-01 49.111293598300600
2005-05-01 48.931517491227105
2005-06-01 48.982451729893600
2005-07-01 49.217426430905400
2005-08-01 49.194001944857504
2005-09-01 49.207357049417400
2005-10-01 49.334611678034300
2005-11-01 49.146571338474104
2005-12-01 49.466664745663000
2006-01-01 49.566093051896104
2006-02-01 50.034004365605895
2006-03-01 49.917540253667000
2006-04-01 49.679326675605710
2006-05-01 49.883412563706500
2006-06-01 49.799530352455704
2006-07-01 49.720215722223500
2006-08-01 49.893699269353704
2006-09-01 49.989868345184000
2006-10-01 49.713322309937496
2006-11-01 49.938171685702900
2006-12-01 49.786548511210900
2007-01-01 49.670658468167400
2007-02-01 49.801674896043100
2007-03-01 49.728423309553300
2007-04-01 49.970120007792396
2007-05-01 50.244492991944400
2007-06-01 50.592265764608000
2007-07-01 50.351530415976896
2007-08-01 49.977983148928395
2007-09-01 50.605874316220600
2007-10-01 50.594994858561110
2007-11-01 50.610687682155200
2007-12-01 50.576299004832600
2008-01-01 51.302990457698500
2008-02-01 50.855185095265600
2008-03-01 50.773330448221700
2008-04-01 51.154988391774395
2008-05-01 51.105530802550895
2008-06-01 51.266975307250900
2008-07-01 51.527911811177596
2008-08-01 51.642028297582705
2008-09-01 51.867404146894295
2008-10-01 51.562514357718900
2008-11-01 51.472253490544300
2008-12-01 51.415016397664790
2009-01-01 51.812028309316794
2009-02-01 51.712364929825000
2009-03-01 51.786054377992600
2009-04-01 51.851836133176405
2009-05-01 51.472544662500300
2009-06-01 51.976883748582495
2009-07-01 51.784495278913100
2009-08-01 51.771606480015400
2009-09-01 51.754329995974100
2009-10-01 51.954233884194710
2009-11-01 51.917688791555996
2009-12-01 51.788022135787900
2010-01-01 51.918505840316200
2010-02-01 51.980473653914300
2010-03-01 52.113848702259595
2010-04-01 52.073895483521700
2010-05-01 52.128352175153890
2010-06-01 52.198008991733500
2010-07-01 52.250733073515900
2010-08-01 52.223664884977204
2010-09-01 52.256599670216800
2010-10-01 52.443430398464790
2010-11-01 52.550340759774600
2010-12-01 52.604833671537705
2011-01-01 52.543210555368300
2011-02-01 52.649468504825900
2011-03-01 52.648480619952096
2011-04-01 52.311055157738000
2011-05-01 52.456842287265204
2011-06-01 52.767774174521506
2011-07-01 52.604571484104600
2011-08-01 52.767673728070790
2011-09-01 52.736572933689900
2011-10-01 52.753107024863400
2011-11-01 52.684196066515504
2011-12-01 52.686970007746600
2012-01-01 52.270405418037100
2012-02-01 53.250944301448300
2012-03-01 52.755034358897800
2012-04-01 52.650166128203600
2012-05-01 52.242455669197900
2012-06-01 52.295144573680710
2012-07-01 52.311322202103796
2012-08-01 52.258717369101000
2012-09-01 52.318732020834000
2012-10-01 52.072043972875210
2012-11-01 52.060644381058700
2012-12-01 52.385509003230800
2013-01-01 51.589670447747600
2013-02-01 51.906970564729900
2013-03-01 51.844417603632900
2013-04-01 51.592171939826095
2013-05-01 51.697945559939800
2013-06-01 51.613463180769390
2013-07-01 51.670795845157800
2013-08-01 51.613009399980300
2013-09-01 51.695596537239396
2013-10-01 51.784678783072300
2013-11-01 52.062583500590804
2013-12-01 52.096901956398895
2014-01-01 52.137363095352400
2014-02-01 52.147075070835800
2014-03-01 52.150765140815494
2014-04-01 52.109145153239204
2014-05-01 51.927947487303500
2014-06-01 51.909604106735490
2014-07-01 52.042612225481900
2014-08-01 52.094631212520700
2014-09-01 52.179988226585700
2014-10-01 51.979674895100900
2014-11-01 51.993045987747095
2014-12-01 51.945766503402300
2015-01-01 51.768975881269704
2015-02-01 51.592983371705500
2015-03-01 51.487554920092500
2015-04-01 51.928376518087795
2015-05-01 52.063745948244296
2015-06-01 52.077141011422300
2015-07-01 51.999377025635006
2015-08-01 51.931176508957100
2015-09-01 51.848031606457795
2015-10-01 52.180179923314600
2015-11-01 52.148390227759100
2015-12-01 52.195436050030295
2016-01-01 52.945541459670710
2016-02-01 52.622833126239904
2016-03-01 52.683719232271100
2016-04-01 52.929070646106500
2016-05-01 53.301635167412700
2016-06-01 52.834781078472990
2016-07-01 53.101413363302896
2016-08-01 53.406695732244300
2016-09-01 53.008585908986700
2016-10-01 53.158301675506400
2016-11-01 53.184385208104100
2016-12-01 53.478250674381100
2017-01-01 53.286969079452895
2017-02-01 53.443538940906200
2017-03-01 53.274050348278500
2017-04-01 53.258204179623100
2017-05-01 53.440742529632000
2017-06-01 53.497763489821700
2017-07-01 53.619336607415800
2017-08-01 53.519242991654500
2017-09-01 53.745552653789396
2017-10-01 53.640671866663600
2017-11-01 53.727909991643900
2017-12-01 53.688451155939290
2018-01-01 53.837511334809896
2018-02-01 53.973043539745700
2018-03-01 54.020548691895200
2018-04-01 54.208671712543705
2018-05-01 54.071129333615600
2018-06-01 54.354604224996900
2018-07-01 54.252269682610900
2018-08-01 54.398088369396500
2018-09-01 54.493087955285795
2018-10-01 54.415737278381700
2018-11-01 54.422082060987700
2018-12-01 54.906666768643290
2019-01-01 54.750622866662205
2019-02-01 54.906559523386300
2019-03-01 55.138095267798900
2019-04-01 55.369436331858000
2019-05-01 54.519716654752100
2019-06-01 55.123603340609996
2019-07-01 55.404941993312704
2019-08-01 55.499968709960700
2019-09-01 55.344676282463290
2019-10-01 55.393240584421996
2019-11-01 55.502997072330000
2019-12-01 55.215305575788500
2020-01-01 55.960666580634204
2020-02-01 55.559707450265996
2020-03-01 55.328359485028900
2020-04-01 46.842105413986000
2020-05-01 47.444523674619504
2020-06-01 49.456765664534600
2020-07-01 50.650703949564000
2020-08-01 51.205041953536100
2020-09-01 51.177899823561496
2020-10-01 51.172010040665400
2020-11-01 50.878970672849290
2020-12-01 49.516669586574494
2021-01-01 50.576520197500600
2021-02-01 50.046048557836900
2021-03-01 50.872923499531794
2021-04-01 50.627628033368700
2021-05-01 50.710161002119100
2021-06-01 50.762382186109400
2021-07-01 50.443632222746710
2021-08-01 50.005867679718290
2021-09-01 49.614787644214790
2021-10-01 50.482310085561100
2021-11-01 50.771455594756496
2021-12-01 51.187929972800700
2022-01-01 51.035212616112100
2022-02-01 50.754520643433000
2022-03-01 50.547139321201804
2022-04-01 50.933134440084200
2022-05-01 51.119198322516496
2022-06-01 51.146163238105790
2022-07-01 51.675411663718500
2022-08-01 51.733473753668100
2022-09-01 51.747469509671600
2022-10-01 51.664485609792000
2022-11-01 51.727572558721704
2022-12-01 51.965820952336700
2023-01-01 51.983671642716600
2023-02-01 52.244087751942700
2023-03-01 52.407092008755995
2023-04-01 52.607148929506700
2023-05-01 52.537165681713300
2023-06-01 52.878034522239700
2023-07-01 52.902354938263400
2023-08-01 53.018849635701706
2023-09-01 53.372097480616596
2023-10-01 53.736532108039796
2023-11-01 53.978404485182000
2023-12-01 54.109957198574900
2024-01-01 54.493624507294900
2024-02-01 54.620377130348800
2024-03-01 54.758176534235496
2024-04-01 54.848615454671400
2024-05-01 54.955173480586204

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