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

Title All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre, PA (MSA)
Series ID SMU42425406561000001SA
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 2025-12-01
Last Updated 2026-01-28 2:11 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 7.17903900455129
1990-02-01 6.77130295100051
1990-03-01 6.72312568454856
1990-04-01 6.81256699398474
1990-05-01 6.77381581881843
1990-06-01 6.91298088713806
1990-07-01 6.88500017687642
1990-08-01 6.99225748606030
1990-09-01 7.04870271515617
1990-10-01 6.97378523348623
1990-11-01 6.97057418921308
1990-12-01 7.10250163541594
1991-01-01 7.06973387914786
1991-02-01 7.16518088776429
1991-03-01 7.18234351127565
1991-04-01 7.17343626812158
1991-05-01 7.14956499876502
1991-06-01 7.38047967014251
1991-07-01 6.87484822012885
1991-08-01 6.97244339950068
1991-09-01 6.93903700297041
1991-10-01 7.16103057047548
1991-11-01 7.24746553246865
1991-12-01 7.37968546334086
1992-01-01 7.17746980762433
1992-02-01 7.17140710224243
1992-03-01 7.18445448245302
1992-04-01 7.07541650368234
1992-05-01 7.13674385480609
1992-06-01 7.16397271081794
1992-07-01 6.85817015653936
1992-08-01 7.07454521241672
1992-09-01 7.15516075506809
1992-10-01 7.26539530926155
1992-11-01 7.25544119895001
1992-12-01 7.11474828768390
1993-01-01 7.17377657365703
1993-02-01 7.17463932964851
1993-03-01 7.27693371347053
1993-04-01 7.34118809267787
1993-05-01 7.41305685853377
1993-06-01 7.40247574646917
1993-07-01 7.56239325083885
1993-08-01 7.66960042992919
1993-09-01 7.58092139797683
1993-10-01 7.64405900449760
1993-11-01 7.62163831026352
1993-12-01 7.76793724654810
1994-01-01 7.81910406391314
1994-02-01 7.84878365937088
1994-03-01 7.91350453327406
1994-04-01 8.05330724406464
1994-05-01 8.16466976303945
1994-06-01 8.21670023764842
1994-07-01 8.51118342451469
1994-08-01 8.50754803923877
1994-09-01 8.44193310598867
1994-10-01 8.29815399552166
1994-11-01 8.34518425388681
1994-12-01 8.41773801925946
1995-01-01 8.57492041273717
1995-02-01 8.50401083258121
1995-03-01 8.45577162256505
1995-04-01 8.48930761148086
1995-05-01 8.64654778659779
1995-06-01 8.32712288720752
1995-07-01 8.39517667305744
1995-08-01 8.36127147198964
1995-09-01 8.44860469019608
1995-10-01 8.50778081208432
1995-11-01 8.62601210041219
1995-12-01 8.61149367612396
1996-01-01 8.57959839653736
1996-02-01 8.56033378634787
1996-03-01 8.62252992193129
1996-04-01 8.55351422098462
1996-05-01 8.57455020467259
1996-06-01 8.67521468242338
1996-07-01 8.65117613601772
1996-08-01 8.59939645962830
1996-09-01 8.67929889676221
1996-10-01 8.61711251482488
1996-11-01 8.61988518271916
1996-12-01 8.89129927975595
1997-01-01 8.70396513592149
1997-02-01 8.60606307582880
1997-03-01 8.60368474506590
1997-04-01 8.62725955163437
1997-05-01 8.80607593246949
1997-06-01 8.78835957847817
1997-07-01 8.67650971781318
1997-08-01 8.72117024730461
1997-09-01 8.68275263519936
1997-10-01 8.71684595991340
1997-11-01 8.69734397294536
1997-12-01 8.71558535835805
1998-01-01 8.72245990254405
1998-02-01 8.83300047394638
1998-03-01 8.85969466318332
1998-04-01 8.88411794681272
1998-05-01 8.85696506371020
1998-06-01 8.79792532591984
1998-07-01 8.82505181357513
1998-08-01 8.83331508850510
1998-09-01 8.67295299905444
1998-10-01 8.90218500574246
1998-11-01 8.77887002519625
1998-12-01 8.72438001490032
1999-01-01 8.52359531979882
1999-02-01 8.67524779725698
1999-03-01 8.75413607844354
1999-04-01 8.78788277705933
1999-05-01 8.61368743155724
1999-06-01 8.47242177961678
1999-07-01 8.73602112349078
1999-08-01 8.70199428233584
1999-09-01 8.42968219802078
1999-10-01 8.72565835773698
1999-11-01 8.78020533533572
1999-12-01 8.74028599489810
2000-01-01 8.75240711038953
2000-02-01 8.70289466239128
2000-03-01 8.64313270673873
2000-04-01 8.70053708426112
2000-05-01 8.74757542135549
2000-06-01 8.85351657205703
2000-07-01 8.77089970346645
2000-08-01 8.83761773529568
2000-09-01 8.92558790984339
2000-10-01 8.81266164582630
2000-11-01 8.86693925771226
2000-12-01 8.93781089931139
2001-01-01 8.52741431547436
2001-02-01 8.93259202836447
2001-03-01 8.80637043434588
2001-04-01 8.79713936173540
2001-05-01 8.66227693918597
2001-06-01 8.77109886661993
2001-07-01 8.81124613185400
2001-08-01 8.88125965986009
2001-09-01 8.77578193459751
2001-10-01 8.72020884819887
2001-11-01 8.69028637416339
2001-12-01 8.66787779769683
2002-01-01 8.29026246748027
2002-02-01 8.70266256850628
2002-03-01 8.79138089350197
2002-04-01 8.80741062482641
2002-05-01 8.86202256868970
2002-06-01 8.79719967734017
2002-07-01 8.85373667009808
2002-08-01 8.93771888680576
2002-09-01 8.94649378538017
2002-10-01 8.97782023549560
2002-11-01 8.97062242483742
2002-12-01 8.85976544303899
2003-01-01 9.25229746229879
2003-02-01 9.12278919192391
2003-03-01 9.13390209504751
2003-04-01 8.98488383710458
2003-05-01 9.14434583320872
2003-06-01 9.19165043353066
2003-07-01 9.15395179126105
2003-08-01 9.12062639203311
2003-09-01 9.00187165699048
2003-10-01 9.22912603535914
2003-11-01 9.24132185154734
2003-12-01 9.35185951530449
2004-01-01 9.24158346972092
2004-02-01 8.98990565391825
2004-03-01 9.02623442555694
2004-04-01 9.15792435582383
2004-05-01 9.15064111101764
2004-06-01 8.98355670778849
2004-07-01 9.08159445929115
2004-08-01 8.91207977229727
2004-09-01 8.82877275842088
2004-10-01 9.03184836890848
2004-11-01 9.16509777335650
2004-12-01 9.21661934508130
2005-01-01 9.12234674104453
2005-02-01 9.04628686654468
2005-03-01 9.01982198418352
2005-04-01 8.95575001439832
2005-05-01 8.88292794538889
2005-06-01 9.02136460665123
2005-07-01 8.85943841854889
2005-08-01 8.79375724969258
2005-09-01 8.73674379653259
2005-10-01 8.85011230209894
2005-11-01 8.63648939406720
2005-12-01 8.92891323826928
2006-01-01 8.78499929920685
2006-02-01 9.10403793952865
2006-03-01 8.92094757236064
2006-04-01 8.84784900535198
2006-05-01 8.94273108057830
2006-06-01 8.56879980948618
2006-07-01 8.60284247329959
2006-08-01 8.75934331522141
2006-09-01 8.83735544794676
2006-10-01 8.85395350496455
2006-11-01 9.01371676838281
2006-12-01 8.75589806061742
2007-01-01 8.77996352315984
2007-02-01 8.79672452970791
2007-03-01 8.90665321357871
2007-04-01 9.00618761553113
2007-05-01 9.10722120176030
2007-06-01 9.19388775438277
2007-07-01 8.93907840721552
2007-08-01 8.58662467560356
2007-09-01 9.15140118736289
2007-10-01 9.04327406752314
2007-11-01 8.91945835302168
2007-12-01 8.68588482300497
2008-01-01 9.54723603990607
2008-02-01 9.04715623866496
2008-03-01 8.97146256777749
2008-04-01 9.08821091706994
2008-05-01 8.77140267074265
2008-06-01 8.95462877095856
2008-07-01 9.26896176858224
2008-08-01 9.28420058438980
2008-09-01 9.78267659257168
2008-10-01 9.23870745439162
2008-11-01 9.27311528997718
2008-12-01 9.16443755397970
2009-01-01 9.56724195847830
2009-02-01 9.39763972139944
2009-03-01 9.48020295145889
2009-04-01 9.42896158368121
2009-05-01 9.01943997491367
2009-06-01 9.43693728459991
2009-07-01 9.59832694031931
2009-08-01 9.62913161013037
2009-09-01 9.64427848480723
2009-10-01 9.52958665197112
2009-11-01 9.51475201113505
2009-12-01 9.39926554264309
2010-01-01 9.59695619335755
2010-02-01 9.67607376560022
2010-03-01 9.63360422572902
2010-04-01 9.69309251036855
2010-05-01 9.75400987405598
2010-06-01 9.91225178713942
2010-07-01 9.94846682239183
2010-08-01 9.74474611472151
2010-09-01 9.71767785712406
2010-10-01 9.90746142832932
2010-11-01 9.94599883080915
2010-12-01 9.86025730537838
2011-01-01 9.75091857937543
2011-02-01 9.85956849815506
2011-03-01 9.90104341962499
2011-04-01 9.78288509226225
2011-05-01 9.75762860566183
2011-06-01 10.04008746571820
2011-07-01 9.58526564144093
2011-08-01 9.75398044220331
2011-09-01 9.59983761566992
2011-10-01 9.55934582277925
2011-11-01 9.56898503651303
2011-12-01 9.48667227597711
2012-01-01 9.02365137996032
2012-02-01 10.06792988236360
2012-03-01 9.75912133386857
2012-04-01 9.88686284253740
2012-05-01 9.42909408198663
2012-06-01 9.68058164773866
2012-07-01 9.60306924473882
2012-08-01 9.63513561593526
2012-09-01 9.77451088231877
2012-10-01 9.75095357280500
2012-11-01 9.83398652764117
2012-12-01 10.14870871974010
2013-01-01 9.49228811196481
2013-02-01 9.73255500814427
2013-03-01 9.82295866005415
2013-04-01 9.72588972344147
2013-05-01 9.69737263373442
2013-06-01 9.68354753599514
2013-07-01 9.86015771264733
2013-08-01 9.74998999781176
2013-09-01 9.84552224566786
2013-10-01 9.85007936890879
2013-11-01 9.84210430100485
2013-12-01 9.94459858025571
2014-01-01 9.83911903323693
2014-02-01 9.94267542100265
2014-03-01 9.80953082303913
2014-04-01 9.94053135568625
2014-05-01 9.66131846542080
2014-06-01 9.92555400764541
2014-07-01 9.97611879171467
2014-08-01 10.10007946602450
2014-09-01 10.10167051255170
2014-10-01 10.03136496407990
2014-11-01 10.04092809008490
2014-12-01 10.15034889656930
2015-01-01 10.19375346328410
2015-02-01 9.95204867556710
2015-03-01 9.88419264635937
2015-04-01 10.06096044349270
2015-05-01 10.23330757025160
2015-06-01 10.15732513577890
2015-07-01 10.09766418972000
2015-08-01 9.94911074396436
2015-09-01 9.76474507053181
2015-10-01 9.93209168849481
2015-11-01 9.97618913936866
2015-12-01 10.00789979779080
2016-01-01 10.44827804622110
2016-02-01 10.05045589956370
2016-03-01 10.12370842955100
2016-04-01 10.08637489418740
2016-05-01 10.51092445695830
2016-06-01 10.14363482918850
2016-07-01 10.09993387371150
2016-08-01 10.16004627276310
2016-09-01 9.63051854110831
2016-10-01 10.00301165236950
2016-11-01 9.99999919122688
2016-12-01 9.99735374064259
2017-01-01 9.81473758765532
2017-02-01 9.87444915652362
2017-03-01 9.69843745327986
2017-04-01 9.64403219240915
2017-05-01 10.01402098091120
2017-06-01 9.65711344165146
2017-07-01 9.73660112527763
2017-08-01 9.62263642697208
2017-09-01 9.78409071286369
2017-10-01 9.71580284444328
2017-11-01 9.65633997188456
2017-12-01 9.63866832047981
2018-01-01 9.62229703573095
2018-02-01 9.71373339789533
2018-03-01 9.71609796063879
2018-04-01 9.75665260224916
2018-05-01 9.60323382762805
2018-06-01 9.63201159518420
2018-07-01 9.46513702522058
2018-08-01 9.57580335452368
2018-09-01 9.65974666464923
2018-10-01 9.62574514079774
2018-11-01 9.58202026506045
2018-12-01 9.66164975511871
2019-01-01 9.63814695715005
2019-02-01 9.75439707289335
2019-03-01 9.72758023330735
2019-04-01 9.78108985911072
2019-05-01 9.18106844552348
2019-06-01 9.59762551303767
2019-07-01 9.54849960111560
2019-08-01 9.63662629334618
2019-09-01 9.64623401110746
2019-10-01 9.82851847974004
2019-11-01 9.77836088979702
2019-12-01 9.48642421972684
2020-01-01 10.19957267378680
2020-02-01 9.81879333887425
2020-03-01 9.73728568448920
2020-04-01 8.00162064242344
2020-05-01 7.85947149814637
2020-06-01 8.59122630213328
2020-07-01 8.75488909124268
2020-08-01 8.87541907470085
2020-09-01 8.89017951896378
2020-10-01 8.87333485411050
2020-11-01 8.90225111832663
2020-12-01 8.07151432705021
2021-01-01 8.83552106127370
2021-02-01 8.58171864826786
2021-03-01 9.00829157912925
2021-04-01 8.93804211710225
2021-05-01 9.29700477824365
2021-06-01 9.36036419869022
2021-07-01 9.29843406247928
2021-08-01 9.20708730135308
2021-09-01 8.81807250645924
2021-10-01 8.99941967335257
2021-11-01 9.09852183300422
2021-12-01 9.18730869807859
2022-01-01 9.58557349166696
2022-02-01 9.19332379086550
2022-03-01 9.02030594432539
2022-04-01 9.24175740481625
2022-05-01 9.36967515511550
2022-06-01 9.17704342258172
2022-07-01 9.23304084859804
2022-08-01 9.32508073761733
2022-09-01 9.23850457642022
2022-10-01 9.21720498725923
2022-11-01 9.20989975563791
2022-12-01 9.26973397007903
2023-01-01 9.09114643055319
2023-02-01 9.12907195737691
2023-03-01 9.21851392575011
2023-04-01 9.15497614610318
2023-05-01 9.17030892090468
2023-06-01 9.36900864215039
2023-07-01 9.31417236361223
2023-08-01 9.20983799949731
2023-09-01 9.27389328815033
2023-10-01 9.23116775321069
2023-11-01 9.22143275371140
2023-12-01 9.35967722269058
2024-01-01 9.26933363973368
2024-02-01 9.23344667995169
2024-03-01 9.23253558280649
2024-04-01 9.24256973552883
2024-05-01 9.28255182734106
2024-06-01 8.98550108583748
2024-07-01 8.81434567108691
2024-08-01 9.10258482769697
2024-09-01 9.21044839931927
2024-10-01 9.32522434258982
2024-11-01 9.32005820944209
2024-12-01 9.26614510249129
2025-01-01 9.45151290226935
2025-02-01 9.32360594960906
2025-03-01 9.24457921577354
2025-04-01 9.31826178978529
2025-05-01 9.30347121089287
2025-06-01 9.43914426748326
2025-07-01 9.40235892051685
2025-08-01 9.34687558706209
2025-09-01 9.03660306079327
2025-10-01 9.22175813255251
2025-11-01 9.22467939530321
2025-12-01 9.18594134157308

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