Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Appleton, WI (MSA)
Series ID APPL555EDUH
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 2024-10-01
Last Updated 2024-11-20 6:19 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 9.583937832180550
1990-02-01 9.160915820730810
1990-03-01 9.196898720328880
1990-04-01 9.688536583060590
1990-05-01 9.761606260147540
1990-06-01 9.974165300860749
1990-07-01 10.125425048248200
1990-08-01 10.039090876867400
1990-09-01 10.119881733136900
1990-10-01 10.188413072428400
1990-11-01 10.146345420316900
1990-12-01 10.219013133796100
1991-01-01 10.075809341426599
1991-02-01 10.062340216967600
1991-03-01 10.100513216410800
1991-04-01 9.988343859096119
1991-05-01 10.062140322463500
1991-06-01 10.076382119535400
1991-07-01 10.020710723227400
1991-08-01 10.139556134755100
1991-09-01 10.118093976980902
1991-10-01 10.386955688647198
1991-11-01 10.254524936843200
1991-12-01 10.225674287341802
1992-01-01 10.362487614887499
1992-02-01 10.458575963920600
1992-03-01 10.501550710630500
1992-04-01 10.593146924783401
1992-05-01 10.561792426007000
1992-06-01 10.482818893195100
1992-07-01 10.422636244111500
1992-08-01 10.429191110854300
1992-09-01 10.514375602538500
1992-10-01 10.380142014002500
1992-11-01 10.461310265132200
1992-12-01 10.441551947359500
1993-01-01 10.455337717601001
1993-02-01 10.560765371420901
1993-03-01 10.404405211888000
1993-04-01 10.384914173571300
1993-05-01 10.456372847410600
1993-06-01 10.493739557384300
1993-07-01 10.625972092294400
1993-08-01 10.727188530080600
1993-09-01 10.606517949977700
1993-10-01 10.566794587413000
1993-11-01 10.760984661209800
1993-12-01 10.847254148444800
1994-01-01 10.261188734514601
1994-02-01 10.167582615575500
1994-03-01 10.216204214874500
1994-04-01 10.282101259873500
1994-05-01 10.247243970595800
1994-06-01 10.302442200312200
1994-07-01 10.325708144791300
1994-08-01 10.214206552025600
1994-09-01 10.411618343336999
1994-10-01 10.346874927291800
1994-11-01 10.353841741533400
1994-12-01 10.445643300803999
1995-01-01 10.678379484501200
1995-02-01 10.780253281412499
1995-03-01 10.834879104644198
1995-04-01 10.772770299599600
1995-05-01 10.843650886598900
1995-06-01 11.103209477382801
1995-07-01 10.926655442948698
1995-08-01 11.009203057457700
1995-09-01 10.908783067740000
1995-10-01 10.932282006768698
1995-11-01 10.835584149020901
1995-12-01 11.135437773637600
1996-01-01 10.701416173315900
1996-02-01 10.694334020626401
1996-03-01 10.751338709461601
1996-04-01 10.778851941759800
1996-05-01 10.848388334085099
1996-06-01 10.594030720428700
1996-07-01 10.626365106181400
1996-08-01 10.592779020644300
1996-09-01 10.412013799937199
1996-10-01 10.724198707703800
1996-11-01 10.712122923915100
1996-12-01 10.727362075655401
1997-01-01 10.520481259449900
1997-02-01 10.511291037530100
1997-03-01 10.464384446549301
1997-04-01 10.580957946509300
1997-05-01 10.660489854705300
1997-06-01 10.580162758145300
1997-07-01 11.130904313362699
1997-08-01 11.071603254495198
1997-09-01 11.002938873327599
1997-10-01 11.037137099524500
1997-11-01 10.997556627023402
1997-12-01 11.021674893099599
1998-01-01 11.326144156508999
1998-02-01 11.122957876851500
1998-03-01 10.971856832398400
1998-04-01 10.693059447961800
1998-05-01 10.782470128319900
1998-06-01 10.758025635115800
1998-07-01 10.515165985444700
1998-08-01 10.640512963616699
1998-09-01 10.598838721833800
1998-10-01 10.464011229481300
1998-11-01 10.511958922379499
1998-12-01 10.532570460597500
1999-01-01 10.208767435665699
1999-02-01 10.125290876029402
1999-03-01 10.172135594107301
1999-04-01 10.102857381887500
1999-05-01 10.104552240037000
1999-06-01 9.930329387585630
1999-07-01 10.199151556681300
1999-08-01 10.109515718909801
1999-09-01 10.175523122866400
1999-10-01 10.303922877933301
1999-11-01 10.352659193714400
1999-12-01 10.362107440669000
2000-01-01 10.279771009054000
2000-02-01 10.223982950436600
2000-03-01 10.264884327329499
2000-04-01 10.308738557877100
2000-05-01 10.318063704693900
2000-06-01 10.405592739067401
2000-07-01 10.372295681352600
2000-08-01 10.583973561527700
2000-09-01 10.553987368312300
2000-10-01 10.536280824225301
2000-11-01 11.011031228767700
2000-12-01 10.694292622743198
2001-01-01 11.048817807466500
2001-02-01 10.927995957311198
2001-03-01 10.961939533684400
2001-04-01 10.703735709219500
2001-05-01 10.814308952415200
2001-06-01 10.891215556442999
2001-07-01 10.955861095952000
2001-08-01 10.861691436018100
2001-09-01 10.827401373653700
2001-10-01 10.858460951656400
2001-11-01 10.864824209198500
2001-12-01 10.816979177174700
2002-01-01 11.030297264995500
2002-02-01 11.139117299419802
2002-03-01 11.071530332235200
2002-04-01 11.093323149153301
2002-05-01 11.201339406670801
2002-06-01 11.188751607107600
2002-07-01 11.132728689851902
2002-08-01 11.149864493797299
2002-09-01 11.207666832455300
2002-10-01 11.059304238953200
2002-11-01 11.102285423000900
2002-12-01 11.133183691135200
2003-01-01 11.221781185602000
2003-02-01 11.251782870918698
2003-03-01 11.289464595525300
2003-04-01 11.388205268496302
2003-05-01 11.387435101830700
2003-06-01 11.396409015695100
2003-07-01 11.429869783719301
2003-08-01 11.434081647892000
2003-09-01 11.280910745989699
2003-10-01 11.443273368398302
2003-11-01 11.408185233670000
2003-12-01 11.539778459689000
2004-01-01 11.532608583933001
2004-02-01 11.472338310392301
2004-03-01 11.510206971158901
2004-04-01 11.494183393479500
2004-05-01 11.684570029918302
2004-06-01 11.508034317331900
2004-07-01 11.525749755524302
2004-08-01 11.520012224348000
2004-09-01 11.559041226777900
2004-10-01 11.610448985163000
2004-11-01 11.688404321399200
2004-12-01 11.736015336741900
2005-01-01 11.754855322664600
2005-02-01 11.800669777982302
2005-03-01 11.828582153957301
2005-04-01 12.018786935757301
2005-05-01 12.086850129172099
2005-06-01 12.112730191654000
2005-07-01 12.232576144977100
2005-08-01 12.197854755549600
2005-09-01 12.235912483046999
2005-10-01 12.281302113293100
2005-11-01 12.255749075667300
2005-12-01 12.232939164799000
2006-01-01 12.278185216595200
2006-02-01 12.322441711160100
2006-03-01 12.341387298375800
2006-04-01 12.354045963097400
2006-05-01 12.295356716781800
2006-06-01 12.207425071895099
2006-07-01 12.237816196412899
2006-08-01 12.383086955866899
2006-09-01 12.419818634005600
2006-10-01 12.355435957599900
2006-11-01 12.323892969628902
2006-12-01 12.344341830807000
2007-01-01 12.295534105421900
2007-02-01 12.331151193260300
2007-03-01 12.139334122298601
2007-04-01 12.284421173266500
2007-05-01 12.290414742860401
2007-06-01 12.399119092802500
2007-07-01 12.457571866377000
2007-08-01 12.481375019577700
2007-09-01 12.516448764441600
2007-10-01 12.540204627537500
2007-11-01 12.599628965660699
2007-12-01 12.753975223568402
2008-01-01 12.606788763176999
2008-02-01 12.620635752422400
2008-03-01 12.532306294690402
2008-04-01 12.801514708761802
2008-05-01 12.980896030350600
2008-06-01 13.085739561668902
2008-07-01 13.272921864662301
2008-08-01 13.194579468225800
2008-09-01 13.239511672833100
2008-10-01 13.137436973413500
2008-11-01 13.185243655226200
2008-12-01 13.366663326402302
2009-01-01 13.205003968725801
2009-02-01 13.095774613850802
2009-03-01 13.120207149336600
2009-04-01 13.098553183416099
2009-05-01 13.158031951803698
2009-06-01 13.272906000234300
2009-07-01 13.286962733014901
2009-08-01 13.424007731110402
2009-09-01 13.588736591242500
2009-10-01 13.642612567056501
2009-11-01 13.680696931747198
2009-12-01 13.676502770667698
2010-01-01 13.789290965527199
2010-02-01 13.860561825842801
2010-03-01 13.911683711704900
2010-04-01 13.876178422897599
2010-05-01 13.835297839992100
2010-06-01 13.660440909638500
2010-07-01 13.599708899005199
2010-08-01 13.561109589661601
2010-09-01 13.545815699359600
2010-10-01 13.548703869340198
2010-11-01 13.482966019746700
2010-12-01 13.487583093353400
2011-01-01 13.272969089972200
2011-02-01 13.331388326648600
2011-03-01 13.200973745304802
2011-04-01 13.139249158842200
2011-05-01 13.007945641359400
2011-06-01 13.147118089333501
2011-07-01 13.217898209824400
2011-08-01 13.195258961383100
2011-09-01 13.100838486432700
2011-10-01 13.157058757503100
2011-11-01 13.290785488837200
2011-12-01 13.279972575152900
2012-01-01 13.456939157338299
2012-02-01 13.520170495241300
2012-03-01 13.500744692943302
2012-04-01 13.609184514141500
2012-05-01 13.695503260761098
2012-06-01 13.727570698739900
2012-07-01 13.821311712859900
2012-08-01 13.806633568317599
2012-09-01 13.835847783647099
2012-10-01 14.078128752680900
2012-11-01 14.099603765033100
2012-12-01 14.172878036478801
2013-01-01 14.542439551037800
2013-02-01 14.525576585774400
2013-03-01 14.610272750574100
2013-04-01 14.693353914007500
2013-05-01 14.692342816032600
2013-06-01 14.704329403613201
2013-07-01 14.707349374992399
2013-08-01 14.802795108806000
2013-09-01 14.946103257727401
2013-10-01 15.001997904330000
2013-11-01 15.010689093614900
2013-12-01 15.065496811177800
2014-01-01 14.831190563238001
2014-02-01 14.943814332030100
2014-03-01 15.027166599985700
2014-04-01 14.995201724297099
2014-05-01 15.000177062454600
2014-06-01 14.981558795961499
2014-07-01 14.785423150890400
2014-08-01 14.784240379652100
2014-09-01 14.729709584962000
2014-10-01 14.722034882348900
2014-11-01 14.720405043843801
2014-12-01 14.864927012458000
2015-01-01 14.735210137210300
2015-02-01 14.564074960328801
2015-03-01 14.644235624900100
2015-04-01 14.707710194728700
2015-05-01 14.706932659451500
2015-06-01 14.561945755791600
2015-07-01 14.958642419392700
2015-08-01 14.860305176155200
2015-09-01 14.812499032727699
2015-10-01 14.734668555756800
2015-11-01 14.823687743230300
2015-12-01 14.858320663113101
2016-01-01 15.046712590607500
2016-02-01 15.185680625973700
2016-03-01 15.171795769003800
2016-04-01 15.228982888371801
2016-05-01 15.216582695308000
2016-06-01 15.147524433594198
2016-07-01 15.520809011616800
2016-08-01 15.420314771691100
2016-09-01 15.492588460846601
2016-10-01 15.452199480931402
2016-11-01 15.429242481102600
2016-12-01 15.361241529078500
2017-01-01 15.158171316960900
2017-02-01 15.293874203533699
2017-03-01 15.305647214283200
2017-04-01 15.251771478255000
2017-05-01 15.330751746448400
2017-06-01 15.335959886627400
2017-07-01 15.277526003514499
2017-08-01 15.276474077646801
2017-09-01 15.377046566582901
2017-10-01 15.463378946402399
2017-11-01 15.440910550768098
2017-12-01 15.460827034263401
2018-01-01 15.470751380971000
2018-02-01 15.502899366507599
2018-03-01 15.535525326155401
2018-04-01 15.472695943335200
2018-05-01 15.445603734909500
2018-06-01 15.326709523153400
2018-07-01 15.239388560641300
2018-08-01 15.231244357564100
2018-09-01 15.164820615526600
2018-10-01 15.269176731267400
2018-11-01 15.360135330072300
2018-12-01 15.361038285667801
2019-01-01 15.381522922359100
2019-02-01 15.412836337569500
2019-03-01 15.454682736697700
2019-04-01 15.583429036786900
2019-05-01 15.655688283616900
2019-06-01 15.725641433486901
2019-07-01 15.809005815445600
2019-08-01 15.894222661225099
2019-09-01 15.962379271814900
2019-10-01 15.868240604744502
2019-11-01 15.981760775577700
2019-12-01 16.058047982830500
2020-01-01 16.182460712139500
2020-02-01 16.327762752649900
2020-03-01 16.362194866213400
2020-04-01 14.791884835422401
2020-05-01 15.165984698409300
2020-06-01 15.431896285676698
2020-07-01 15.677925960524302
2020-08-01 15.762251197130801
2020-09-01 15.861708137643800
2020-10-01 15.868824968294499
2020-11-01 15.908180041195700
2020-12-01 16.065524869815500
2021-01-01 15.980697324126000
2021-02-01 16.029130881384198
2021-03-01 16.057683477546500
2021-04-01 15.989267445349000
2021-05-01 15.971914749001000
2021-06-01 16.048349853700600
2021-07-01 16.057804059924802
2021-08-01 16.051833363077500
2021-09-01 15.961840006575502
2021-10-01 16.061933661212400
2021-11-01 16.226291261044300
2021-12-01 16.071149891827300
2022-01-01 16.183536993452500
2022-02-01 16.127517012560002
2022-03-01 16.040954519087900
2022-04-01 16.286944173530800
2022-05-01 16.270791752104600
2022-06-01 16.161636095581500
2022-07-01 16.251087146394900
2022-08-01 16.259063937380400
2022-09-01 16.367384109207098
2022-10-01 16.448972765176197
2022-11-01 16.434416401270500
2022-12-01 16.479739375866803
2023-01-01 16.687167768634100
2023-02-01 16.623430095093900
2023-03-01 16.723623240109802
2023-04-01 16.674773409225700
2023-05-01 16.757557282537597
2023-06-01 16.878826149482700
2023-07-01 16.960071932823900
2023-08-01 16.979065730820903
2023-09-01 16.772983945097998
2023-10-01 16.934047010225502
2023-11-01 16.931469530288698
2023-12-01 16.984633544625698
2024-01-01 16.888531219749000
2024-02-01 17.020467960521500
2024-03-01 17.011418009685000
2024-04-01 17.069131205327402
2024-05-01 17.048328495703200
2024-06-01 16.987293037527900
2024-07-01 16.967853984819300
2024-08-01 16.992913050234600
2024-09-01 17.074628143749003
2024-10-01 17.127524705914200

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