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Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lakeland-Winter Haven, FL (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 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 2024-05-01
Last Updated 2024-06-26 5:33 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 17.479066396865200
1990-02-01 17.271752032076698
1990-03-01 17.171904813706000
1990-04-01 16.953806103001000
1990-05-01 17.003980262826500
1990-06-01 17.284620383021900
1990-07-01 16.858163237783600
1990-08-01 16.928472574713200
1990-09-01 17.040435920105600
1990-10-01 17.016080186090500
1990-11-01 17.150465574061700
1990-12-01 17.138652391309200
1991-01-01 17.174731789326100
1991-02-01 17.265736001583600
1991-03-01 17.272417353476400
1991-04-01 17.248217065709400
1991-05-01 17.316185231060900
1991-06-01 17.281578114307802
1991-07-01 17.370079160276600
1991-08-01 17.338116640613400
1991-09-01 17.144991418438700
1991-10-01 17.402313963878900
1991-11-01 17.359409288051400
1991-12-01 17.336155274886902
1992-01-01 17.165201366325100
1992-02-01 17.157565007535500
1992-03-01 17.177342915683802
1992-04-01 17.938080390956300
1992-05-01 17.935589238685200
1992-06-01 17.888376179562100
1992-07-01 17.886896914094300
1992-08-01 17.939247950424600
1992-09-01 17.858560067198600
1992-10-01 17.677799058295900
1992-11-01 17.566698962846502
1992-12-01 17.725959385780000
1993-01-01 17.855245483956896
1993-02-01 17.845624267578600
1993-03-01 17.871079535365897
1993-04-01 18.037879424288600
1993-05-01 18.058471721714300
1993-06-01 18.296595748079300
1993-07-01 18.200460874117000
1993-08-01 18.128263878106400
1993-09-01 18.177387368193898
1993-10-01 18.949780791983898
1993-11-01 18.964434184950800
1993-12-01 19.001329364942602
1994-01-01 19.035832227096500
1994-02-01 19.136020047857800
1994-03-01 19.262135757386602
1994-04-01 19.041624813678200
1994-05-01 18.879397404792800
1994-06-01 19.008098335457600
1994-07-01 19.637362488464397
1994-08-01 19.631385477503500
1994-09-01 19.800902558151698
1994-10-01 19.220638082366400
1994-11-01 19.063311456287900
1994-12-01 19.181967495630500
1995-01-01 19.323509010621397
1995-02-01 19.339257269801102
1995-03-01 19.357515779340602
1995-04-01 19.457763747685100
1995-05-01 19.494518777171898
1995-06-01 19.514801056719197
1995-07-01 19.436834072380897
1995-08-01 19.719811723064602
1995-09-01 19.628393427609000
1995-10-01 19.800263931613000
1995-11-01 19.952215619240700
1995-12-01 20.159430843170200
1996-01-01 19.813469345919103
1996-02-01 19.841003635804200
1996-03-01 19.946187885137302
1996-04-01 19.872172333867300
1996-05-01 20.000227400368700
1996-06-01 20.017768972452800
1996-07-01 20.260098235181800
1996-08-01 20.207236996615897
1996-09-01 20.260332277519500
1996-10-01 19.990098595191200
1996-11-01 20.237157924223500
1996-12-01 20.355625074922400
1997-01-01 20.319680996343500
1997-02-01 20.140711897245100
1997-03-01 20.330587495439900
1997-04-01 20.377791218849500
1997-05-01 20.498397035068102
1997-06-01 20.717104454128698
1997-07-01 20.570172497552800
1997-08-01 20.601132075982700
1997-09-01 20.674995778661200
1997-10-01 20.792577269518300
1997-11-01 20.826183707890200
1997-12-01 20.965864260207397
1998-01-01 21.023964800466800
1998-02-01 21.033991284538400
1998-03-01 21.016129239584900
1998-04-01 21.066456023933497
1998-05-01 21.086892369588900
1998-06-01 20.797238165072000
1998-07-01 21.095802065237700
1998-08-01 21.108092124340900
1998-09-01 20.884237842396300
1998-10-01 21.090752877292500
1998-11-01 21.220655171139000
1998-12-01 21.196226599601100
1999-01-01 21.235343749028700
1999-02-01 21.328198391636800
1999-03-01 21.405526687034200
1999-04-01 21.334573285785503
1999-05-01 21.271527037896000
1999-06-01 21.491963378906700
1999-07-01 22.036654756493600
1999-08-01 21.731897588114000
1999-09-01 21.675173561068398
1999-10-01 21.776690780848200
1999-11-01 21.816937446370897
1999-12-01 21.929841182542200
2000-01-01 22.036499294502500
2000-02-01 22.226661391697398
2000-03-01 22.097802939527000
2000-04-01 22.584084065744000
2000-05-01 22.554886694962500
2000-06-01 22.704487062400897
2000-07-01 22.687578070465000
2000-08-01 22.751502618559500
2000-09-01 22.968420321453902
2000-10-01 22.950069412072303
2000-11-01 23.102026168914300
2000-12-01 23.157820549748898
2001-01-01 23.230194178113297
2001-02-01 23.226179830328398
2001-03-01 23.186049892367100
2001-04-01 23.135959177669395
2001-05-01 23.338635616110896
2001-06-01 23.235528190679897
2001-07-01 23.024595657734200
2001-08-01 22.964070397069897
2001-09-01 22.955535128122300
2001-10-01 23.136341725852000
2001-11-01 22.996893997279200
2001-12-01 22.980209515309898
2002-01-01 22.123429553323700
2002-02-01 22.238820303485397
2002-03-01 22.793563536398803
2002-04-01 22.601163867236600
2002-05-01 22.620664779453000
2002-06-01 22.664594918416700
2002-07-01 22.950657591456200
2002-08-01 22.965819682047897
2002-09-01 23.145301899091397
2002-10-01 23.228449781739396
2002-11-01 23.196176295056400
2002-12-01 23.194998002994800
2003-01-01 22.506479512124400
2003-02-01 22.431214340069104
2003-03-01 22.495066544888700
2003-04-01 22.871794744055098
2003-05-01 23.012630082321202
2003-06-01 23.107660252223300
2003-07-01 23.169353150653500
2003-08-01 23.472826405520703
2003-09-01 23.536691095786000
2003-10-01 23.729296173981200
2003-11-01 23.886592540503802
2003-12-01 24.005245203717700
2004-01-01 24.189918055272997
2004-02-01 24.205549793116003
2004-03-01 24.378873569202103
2004-04-01 24.041745654020300
2004-05-01 24.006708252773198
2004-06-01 24.142073517991400
2004-07-01 24.507101464067800
2004-08-01 24.383265834841300
2004-09-01 24.243680695709400
2004-10-01 24.625725966234196
2004-11-01 24.879957274878800
2004-12-01 25.112057206363396
2005-01-01 25.190137234557400
2005-02-01 25.470069229527700
2005-03-01 25.563549336107997
2005-04-01 25.826538226710500
2005-05-01 25.807278621680304
2005-06-01 25.761804442376700
2005-07-01 25.925429396735602
2005-08-01 26.117821633899396
2005-09-01 26.249762916864800
2005-10-01 26.121447910649600
2005-11-01 26.061571675328302
2005-12-01 26.206074191596500
2006-01-01 26.517716062234100
2006-02-01 26.541127538044800
2006-03-01 26.655994323962997
2006-04-01 26.629410006113700
2006-05-01 26.801367247101602
2006-06-01 26.955933619490800
2006-07-01 26.920677701928900
2006-08-01 27.053660220021897
2006-09-01 27.168604247131000
2006-10-01 27.207777038990603
2006-11-01 27.335867770723702
2006-12-01 27.286216347210900
2007-01-01 27.458703507907500
2007-02-01 27.530920407741604
2007-03-01 27.642212637422400
2007-04-01 28.140054620792700
2007-05-01 28.096555572642497
2007-06-01 28.456406608758503
2007-07-01 28.411600072473900
2007-08-01 28.406293029525500
2007-09-01 28.492143122589102
2007-10-01 28.879043804163800
2007-11-01 28.880569373706300
2007-12-01 29.150861559167600
2008-01-01 29.209748782465102
2008-02-01 29.434313759272104
2008-03-01 29.436689973566900
2008-04-01 29.439374632499800
2008-05-01 29.284606055942200
2008-06-01 29.562323024212898
2008-07-01 29.599932142011102
2008-08-01 29.557364113037700
2008-09-01 29.526951911610603
2008-10-01 29.254613819320603
2008-11-01 29.225363895728197
2008-12-01 29.408251176937600
2009-01-01 28.950432382057700
2009-02-01 29.065017585826396
2009-03-01 29.043148434897700
2009-04-01 28.958875941487400
2009-05-01 28.982478497032197
2009-06-01 29.063558492777000
2009-07-01 28.962278876229700
2009-08-01 28.974336004072400
2009-09-01 28.953807698408700
2009-10-01 29.034967885676900
2009-11-01 29.069656659270102
2009-12-01 29.173802377010100
2010-01-01 28.575146798351103
2010-02-01 28.991089291140800
2010-03-01 29.053748541197700
2010-04-01 28.959069635413400
2010-05-01 29.076633029850896
2010-06-01 28.981642590747700
2010-07-01 29.277389505962100
2010-08-01 29.194726906363698
2010-09-01 29.268416617280900
2010-10-01 29.607613863249398
2010-11-01 29.519688829295102
2010-12-01 29.439062779258700
2011-01-01 29.477411102027602
2011-02-01 29.612982788553000
2011-03-01 29.559909173594900
2011-04-01 29.859031636299400
2011-05-01 30.069320053339800
2011-06-01 29.809858698171897
2011-07-01 29.813497737977000
2011-08-01 29.502142758643200
2011-09-01 29.669674869555603
2011-10-01 29.485565878470396
2011-11-01 29.594227138165200
2011-12-01 29.534946209761700
2012-01-01 29.359286136684602
2012-02-01 29.327355116662000
2012-03-01 29.383548629446697
2012-04-01 29.268504020462604
2012-05-01 29.165136114063000
2012-06-01 29.206060995871300
2012-07-01 29.114428264714302
2012-08-01 29.186888334878997
2012-09-01 29.158788138642397
2012-10-01 29.379805256256798
2012-11-01 29.299613748244500
2012-12-01 29.341364109201496
2013-01-01 29.546405367267800
2013-02-01 29.526055127878298
2013-03-01 29.598377364134002
2013-04-01 29.675517547725700
2013-05-01 29.773422274295896
2013-06-01 29.701519789617702
2013-07-01 29.725139504845700
2013-08-01 29.865203354788104
2013-09-01 30.049826723072400
2013-10-01 30.375076040914700
2013-11-01 30.217547382841502
2013-12-01 30.261264465797100
2014-01-01 30.026986893820200
2014-02-01 30.010369256329200
2014-03-01 30.014020263877000
2014-04-01 30.084494549175400
2014-05-01 30.190140767092398
2014-06-01 30.181554250187300
2014-07-01 30.104315752251200
2014-08-01 30.218657321018200
2014-09-01 30.444573238716500
2014-10-01 30.303267694733602
2014-11-01 30.169315760395797
2014-12-01 30.382965190287297
2015-01-01 30.718887275100798
2015-02-01 30.692724956955200
2015-03-01 30.718992442944998
2015-04-01 30.404393102072202
2015-05-01 30.718371674558202
2015-06-01 30.750530171761103
2015-07-01 30.862244687229600
2015-08-01 30.868584920005997
2015-09-01 31.152666952601700
2015-10-01 30.826531513027803
2015-11-01 31.110955936036202
2015-12-01 31.008546041322500
2016-01-01 31.006778528054700
2016-02-01 31.175608903762104
2016-03-01 31.227604744027700
2016-04-01 31.329094747283502
2016-05-01 31.256778145637398
2016-06-01 31.206415870313300
2016-07-01 31.307048470252102
2016-08-01 31.319039148156400
2016-09-01 31.261234291833702
2016-10-01 31.358323804194498
2016-11-01 31.338335197470700
2016-12-01 31.511633869412100
2017-01-01 31.713388399694800
2017-02-01 31.765310380344400
2017-03-01 31.831974002296400
2017-04-01 32.066960455247800
2017-05-01 32.106632717150400
2017-06-01 32.559729506246500
2017-07-01 32.373229430129000
2017-08-01 32.487504211245600
2017-09-01 31.983070966588002
2017-10-01 32.359202257744606
2017-11-01 32.345347983617800
2017-12-01 32.597713171668400
2018-01-01 32.810174400993900
2018-02-01 33.055452760758000
2018-03-01 33.239547731576300
2018-04-01 33.212337308544996
2018-05-01 33.354417701790200
2018-06-01 33.517406725598605
2018-07-01 33.769560554957300
2018-08-01 33.670367136492300
2018-09-01 33.801082258174700
2018-10-01 33.841919796207700
2018-11-01 33.922173057114000
2018-12-01 33.863334963052600
2019-01-01 33.916431844136600
2019-02-01 33.849792862328000
2019-03-01 33.659553920900805
2019-04-01 33.955055096949394
2019-05-01 34.088248142616100
2019-06-01 34.295676327237395
2019-07-01 34.278221055247000
2019-08-01 34.765494711044900
2019-09-01 34.597245639792800
2019-10-01 34.720453678856600
2019-11-01 34.991482505062200
2019-12-01 35.137843973946000
2020-01-01 35.110083387647900
2020-02-01 35.233659201833400
2020-03-01 35.373026832273204
2020-04-01 33.092071099659500
2020-05-01 33.494327655890500
2020-06-01 33.898737837830300
2020-07-01 34.104277109831500
2020-08-01 34.260310696870796
2020-09-01 34.363014106582400
2020-10-01 34.809535379844900
2020-11-01 34.761651922728200
2020-12-01 35.030583655499400
2021-01-01 35.112227439693400
2021-02-01 35.226698907772700
2021-03-01 35.289228238892000
2021-04-01 35.197137059049396
2021-05-01 35.202617376780100
2021-06-01 35.247986235166500
2021-07-01 35.462715296656000
2021-08-01 35.166938340327604
2021-09-01 35.225763930309000
2021-10-01 35.390442972370295
2021-11-01 35.530735278277200
2021-12-01 35.630206371049496
2022-01-01 35.810158277250710
2022-02-01 36.013572118751200
2022-03-01 36.188543541395100
2022-04-01 36.687766518938600
2022-05-01 36.901630602136800
2022-06-01 36.714165967340900
2022-07-01 37.332552512870600
2022-08-01 37.687124613112700
2022-09-01 37.886635003573105
2022-10-01 37.759778800411300
2022-11-01 37.982694560533300
2022-12-01 38.122265023199500
2023-01-01 38.412682503543400
2023-02-01 38.590273388429900
2023-03-01 38.677862989938600
2023-04-01 38.662436007057790
2023-05-01 39.002923968110300
2023-06-01 38.687301174702400
2023-07-01 39.191984365890000
2023-08-01 39.499464904803000
2023-09-01 39.952263899829100
2023-10-01 40.135255419438200
2023-11-01 40.339809556943100
2023-12-01 40.420255715804000
2024-01-01 40.512260746622890
2024-02-01 40.673447988837710
2024-03-01 41.159908693294700
2024-04-01 41.150115407147300
2024-05-01 41.002394046566900

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