Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lakeland-Winter Haven, FL (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Lakeland-Winter Haven, FL (MSA)
Series ID LAKE412EDUH
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 2024-09-01
Last Updated 2024-10-23 5:31 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 17.479148711978800
1990-02-01 17.271663981695500
1990-03-01 17.171823513854500
1990-04-01 16.953971563181700
1990-05-01 17.004051758965600
1990-06-01 17.284599839514300
1990-07-01 16.857945576820700
1990-08-01 16.928405055658800
1990-09-01 17.040128286972000
1990-10-01 17.016238148814900
1990-11-01 17.150660248890300
1990-12-01 17.138755622720500
1991-01-01 17.174818724219900
1991-02-01 17.265669711520000
1991-03-01 17.272353514558400
1991-04-01 17.248367190873900
1991-05-01 17.316245302922802
1991-06-01 17.281545007297197
1991-07-01 17.369857233721600
1991-08-01 17.338009883355400
1991-09-01 17.144640345098000
1991-10-01 17.402530785049400
1991-11-01 17.359628170276900
1991-12-01 17.336274849210600
1992-01-01 17.165289577258598
1992-02-01 17.157541041650700
1992-03-01 17.177301341156600
1992-04-01 17.938192231791803
1992-05-01 17.935618292605200
1992-06-01 17.888311124248100
1992-07-01 17.886699567915400
1992-08-01 17.939076393146600
1992-09-01 17.858146726896200
1992-10-01 17.678084176324898
1992-11-01 17.566956403562000
1992-12-01 17.726103796218000
1993-01-01 17.855345108425300
1993-02-01 17.845638058098302
1993-03-01 17.871045192194300
1993-04-01 18.037943735257798
1993-05-01 18.058464075408303
1993-06-01 18.296496034779000
1993-07-01 18.200285801874603
1993-08-01 18.128042942885700
1993-09-01 18.176983049733200
1993-10-01 18.950125462482802
1993-11-01 18.964723885225500
1993-12-01 19.001494983518500
1994-01-01 19.035941705337397
1994-02-01 19.136061472433000
1994-03-01 19.262116122148100
1994-04-01 19.041636543301102
1994-05-01 18.879354413812198
1994-06-01 19.007965804553700
1994-07-01 19.637218836688900
1994-08-01 19.631131447448300
1994-09-01 19.800507427987100
1994-10-01 19.221007588805800
1994-11-01 19.063582092125102
1994-12-01 19.182125950974600
1995-01-01 19.323619012393802
1995-02-01 19.339294543106100
1995-03-01 19.357497393834300
1995-04-01 19.457740111288700
1995-05-01 19.494466499550100
1995-06-01 19.514645042750896
1995-07-01 19.436727209001802
1995-08-01 19.719604742452300
1995-09-01 19.628114982300400
1995-10-01 19.800600084178400
1995-11-01 19.952431289190000
1995-12-01 20.159563928243600
1996-01-01 19.813558893824800
1996-02-01 19.841021332334000
1996-03-01 19.946172053637900
1996-04-01 19.872124189790398
1996-05-01 20.000185535531700
1996-06-01 20.017592567363700
1996-07-01 20.260078995799500
1996-08-01 20.207100145664600
1996-09-01 20.260163158094603
1996-10-01 19.990345996189397
1996-11-01 20.237298139896400
1996-12-01 20.355713599954200
1997-01-01 20.319736506166898
1997-02-01 20.140704255240898
1997-03-01 20.330554560844604
1997-04-01 20.377742672173200
1997-05-01 20.498380179174700
1997-06-01 20.716924843044300
1997-07-01 20.570232438352700
1997-08-01 20.601066351473698
1997-09-01 20.674942659226900
1997-10-01 20.792742389981697
1997-11-01 20.826267199251898
1997-12-01 20.965913074430500
1998-01-01 21.023980340938103
1998-02-01 21.033946933109103
1998-03-01 21.016066671919700
1998-04-01 21.066392582650103
1998-05-01 21.086924061368300
1998-06-01 20.797060123417000
1998-07-01 21.095921026021800
1998-08-01 21.108074079126900
1998-09-01 20.884260556294603
1998-10-01 21.090870886292800
1998-11-01 21.220748268626803
1998-12-01 21.196303270434502
1999-01-01 21.235271012355398
1999-02-01 21.328095060683400
1999-03-01 21.405431010875798
1999-04-01 21.334480676401200
1999-05-01 21.271586786710397
1999-06-01 21.491791280208800
1999-07-01 22.036781150754700
1999-08-01 21.731918306092400
1999-09-01 21.675243178003896
1999-10-01 21.776820364471000
1999-11-01 21.817107754795200
1999-12-01 21.930050034966100
2000-01-01 22.036256210703000
2000-02-01 22.226451456021600
2000-03-01 22.097695704867803
2000-04-01 22.583931748866700
2000-05-01 22.554952014313397
2000-06-01 22.704321127456900
2000-07-01 22.687704216123098
2000-08-01 22.751548089557500
2000-09-01 22.968539900744100
2000-10-01 22.950223004939400
2000-11-01 23.102307056910302
2000-12-01 23.158190079393897
2001-01-01 23.229762220868000
2001-02-01 23.225840862562700
2001-03-01 23.185994230535698
2001-04-01 23.135742523335800
2001-05-01 23.338654996242000
2001-06-01 23.235402688472200
2001-07-01 23.024683490978102
2001-08-01 22.964140701033696
2001-09-01 22.955679265694197
2001-10-01 23.136538713387400
2001-11-01 22.997236022728500
2001-12-01 22.980668552754900
2002-01-01 22.122913655767800
2002-02-01 22.238414477337603
2002-03-01 22.793577326066900
2002-04-01 22.600913082834800
2002-05-01 22.620651042436300
2002-06-01 22.664506900506000
2002-07-01 22.950707098461900
2002-08-01 22.965904297055303
2002-09-01 23.145448984390804
2002-10-01 23.228649998115000
2002-11-01 23.196545911956300
2002-12-01 23.195458320838398
2003-01-01 22.505945345754300
2003-02-01 22.430791249422400
2003-03-01 22.495154743550500
2003-04-01 22.871546683523803
2003-05-01 23.012574635506300
2003-06-01 23.107602548390002
2003-07-01 23.169369334928497
2003-08-01 23.472913938007697
2003-09-01 23.536810848911500
2003-10-01 23.729476051712602
2003-11-01 23.886943137594198
2003-12-01 24.005654215911697
2004-01-01 24.189415715973500
2004-02-01 24.205154962381503
2004-03-01 24.379011046499098
2004-04-01 24.041529115974303
2004-05-01 24.006634593380900
2004-06-01 24.142036037863400
2004-07-01 24.507119384041100
2004-08-01 24.383328509028000
2004-09-01 24.243754508291100
2004-10-01 24.625855840569600
2004-11-01 24.880241536813603
2004-12-01 25.112322875095000
2005-01-01 25.189798092805700
2005-02-01 25.469783602603897
2005-03-01 25.563713863786397
2005-04-01 25.826372420519500
2005-05-01 25.807180607208800
2005-06-01 25.761790568321800
2005-07-01 25.925441335780697
2005-08-01 26.117850534978103
2005-09-01 26.249786273020100
2005-10-01 26.121527860824298
2005-11-01 26.061756708090000
2005-12-01 26.206177567812900
2006-01-01 26.517609234928198
2006-02-01 26.540980127066803
2006-03-01 26.656105287928000
2006-04-01 26.629309095080300
2006-05-01 26.801286563331400
2006-06-01 26.955925593380798
2006-07-01 26.920672158164000
2006-08-01 27.053654809392500
2006-09-01 27.168591202565498
2006-10-01 27.207795151130700
2006-11-01 27.335968025021000
2006-12-01 27.286189809784002
2007-01-01 27.458861020634398
2007-02-01 27.530858422041103
2007-03-01 27.642247884959698
2007-04-01 28.140002175492600
2007-05-01 28.096479419578800
2007-06-01 28.456387394009102
2007-07-01 28.411580504587600
2007-08-01 28.406264461529897
2007-09-01 28.492109967375600
2007-10-01 28.879028796821300
2007-11-01 28.880608582392398
2007-12-01 29.150806555637697
2008-01-01 29.210087072862898
2008-02-01 29.434279892517300
2008-03-01 29.436638072680200
2008-04-01 29.439348869181500
2008-05-01 29.284538711409800
2008-06-01 29.562289383642998
2008-07-01 29.599909167503400
2008-08-01 29.557325281243600
2008-09-01 29.526919844199600
2008-10-01 29.254588818267997
2008-11-01 29.225360817468000
2008-12-01 29.408186190188500
2009-01-01 28.950869743955900
2009-02-01 29.064976361820400
2009-03-01 29.043064566150800
2009-04-01 28.958848141991400
2009-05-01 28.982412182938900
2009-06-01 29.063512796246200
2009-07-01 28.962262197186497
2009-08-01 28.974301590467300
2009-09-01 28.953783877843300
2009-10-01 29.034953954776398
2009-11-01 29.069630513124700
2009-12-01 29.173745719549498
2010-01-01 28.575585415774103
2010-02-01 28.991051801844897
2010-03-01 29.053637085968000
2010-04-01 28.959039526318500
2010-05-01 29.076582907198800
2010-06-01 28.981590497536900
2010-07-01 29.277376281293200
2010-08-01 29.194701245496002
2010-09-01 29.268404968558198
2010-10-01 29.607607127453800
2010-11-01 29.519664358681800
2010-12-01 29.439011357817698
2011-01-01 29.477809368526803
2011-02-01 29.612943147199200
2011-03-01 29.559794155009197
2011-04-01 29.859000579061900
2011-05-01 30.069284381557804
2011-06-01 29.809801347849300
2011-07-01 29.813490373317798
2011-08-01 29.502131287833700
2011-09-01 29.669691059171700
2011-10-01 29.485570707693700
2011-11-01 29.594214610285896
2011-12-01 29.534914788177200
2012-01-01 29.359534662278400
2012-02-01 29.327325523169304
2012-03-01 29.383436767606600
2012-04-01 29.268486329988400
2012-05-01 29.165127331507200
2012-06-01 29.206028569711500
2012-07-01 29.114431844510900
2012-08-01 29.186880068139000
2012-09-01 29.158846603206000
2012-10-01 29.379807108225602
2012-11-01 29.299573011229402
2012-12-01 29.341329470237497
2013-01-01 29.546505696431698
2013-02-01 29.526050876267300
2013-03-01 29.598343825635000
2013-04-01 29.675570126308700
2013-05-01 29.773440113993697
2013-06-01 29.701482366657400
2013-07-01 29.725081136417800
2013-08-01 29.865129090299600
2013-09-01 30.049907180003500
2013-10-01 30.375105482974302
2013-11-01 30.217423357669002
2013-12-01 30.261249121868600
2014-01-01 30.027014938395300
2014-02-01 30.010442855398000
2014-03-01 30.014150775071300
2014-04-01 30.084646098108898
2014-05-01 30.190067606835800
2014-06-01 30.181742667565103
2014-07-01 30.103938061188696
2014-08-01 30.218370462642700
2014-09-01 30.444694152091103
2014-10-01 30.303422170449000
2014-11-01 30.169129228892103
2014-12-01 30.382822423164100
2015-01-01 30.718827274797600
2015-02-01 30.692794836121300
2015-03-01 30.719189135877300
2015-04-01 30.404810239014303
2015-05-01 30.718878065158300
2015-06-01 30.752038392296000
2015-07-01 30.859196000794200
2015-08-01 30.868847256120898
2015-09-01 31.153021944328500
2015-10-01 30.826626331800103
2015-11-01 31.110470239037400
2015-12-01 31.008152046128103
2016-01-01 31.006512014822400
2016-02-01 31.175553124245400
2016-03-01 31.227787355313396
2016-04-01 31.330327212575103
2016-05-01 31.258448615636702
2016-06-01 31.209608060820603
2016-07-01 31.301232959242700
2016-08-01 31.319708379205498
2016-09-01 31.261479685294700
2016-10-01 31.358102909899500
2016-11-01 31.337593959106698
2016-12-01 31.510816491009300
2017-01-01 31.712490648413300
2017-02-01 31.764642866797000
2017-03-01 31.831175861212500
2017-04-01 32.070813557094800
2017-05-01 32.107113135451400
2017-06-01 32.571416654716300
2017-07-01 32.362228106911600
2017-08-01 32.487855403283600
2017-09-01 31.983685857023300
2017-10-01 32.356466202207300
2017-11-01 32.344938034673500
2017-12-01 32.596375197161606
2018-01-01 32.808428867670100
2018-02-01 33.053551298241800
2018-03-01 33.236844525384000
2018-04-01 33.219047409006600
2018-05-01 33.355235998476400
2018-06-01 33.541272970723400
2018-07-01 33.746874786992300
2018-08-01 33.673400995954700
2018-09-01 33.803550627716696
2018-10-01 33.836671930547700
2018-11-01 33.922367572014800
2018-12-01 33.861161618274600
2019-01-01 33.912747165739400
2019-02-01 33.845956112063696
2019-03-01 33.653902114641800
2019-04-01 33.961621540774395
2019-05-01 34.085179507926000
2019-06-01 34.344847982814700
2019-07-01 34.238721398685500
2019-08-01 34.767081788636600
2019-09-01 34.611513951560100
2019-10-01 34.711307364917005
2019-11-01 34.991635255121700
2019-12-01 35.134565417769700
2020-01-01 35.104002848434604
2020-02-01 35.227169289648400
2020-03-01 35.363439918653100
2020-04-01 33.093110533499896
2020-05-01 33.484465054985500
2020-06-01 33.978078151137300
2020-07-01 34.046668124754100
2020-08-01 34.254752415073500
2020-09-01 34.400703260478200
2020-10-01 34.798030547361700
2020-11-01 34.760633055913300
2020-12-01 35.026244946529395
2021-01-01 35.104386128477394
2021-02-01 35.218038265250300
2021-03-01 35.270761413021900
2021-04-01 35.190550305704500
2021-05-01 35.184326395247800
2021-06-01 35.362918484853200
2021-07-01 35.384128813824500
2021-08-01 35.143665305274500
2021-09-01 35.301558666284800
2021-10-01 35.380287149182400
2021-11-01 35.529120741925700
2021-12-01 35.624295015018100
2022-01-01 35.799907263159206
2022-02-01 36.000049343421900
2022-03-01 36.158149942544000
2022-04-01 36.670497960095894
2022-05-01 36.881570380180000
2022-06-01 36.856976672122500
2022-07-01 37.233654707634200
2022-08-01 37.648530254453100
2022-09-01 38.004189218465000
2022-10-01 37.754577454658500
2022-11-01 37.979728903703105
2022-12-01 38.113928079649000
2023-01-01 38.398863021634604
2023-02-01 38.570744434509500
2023-03-01 38.632167415547900
2023-04-01 38.633950979146500
2023-05-01 38.982824187497290
2023-06-01 38.856595333444700
2023-07-01 39.080891619219400
2023-08-01 39.441827683550900
2023-09-01 40.107753459541996
2023-10-01 40.136607921639600
2023-11-01 40.335320808413800
2023-12-01 40.409017488545200
2024-01-01 40.494453054701710
2024-02-01 40.646675150839100
2024-03-01 41.100968864341795
2024-04-01 41.110187638976605
2024-05-01 40.881967759366700
2024-06-01 40.931103624590000
2024-07-01 41.442999395719300
2024-08-01 41.447062900159100
2024-09-01 41.302643805059000

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