Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lexington-Fayette, KY (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Lexington-Fayette, KY (MSA)
Series ID LEXI421EDUH
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 2024-11-01
Last Updated 2024-12-21 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 19.753745974088602
1990-02-01 19.915772731470600
1990-03-01 19.989810062179803
1990-04-01 20.035626605890500
1990-05-01 20.204998503393200
1990-06-01 20.163804879947500
1990-07-01 20.289135940224000
1990-08-01 20.302875906298700
1990-09-01 20.226792551069600
1990-10-01 20.508352985026500
1990-11-01 20.608298001269100
1990-12-01 20.689078463715500
1991-01-01 20.868213591239100
1991-02-01 20.921477794634800
1991-03-01 20.988719126236000
1991-04-01 21.221714827973400
1991-05-01 21.299526589839500
1991-06-01 21.565950434714303
1991-07-01 21.504671722754500
1991-08-01 21.615313808274998
1991-09-01 21.515441355042000
1991-10-01 21.603791776747100
1991-11-01 21.802509140677400
1991-12-01 21.877568899199500
1992-01-01 21.991426727757002
1992-02-01 22.031104059797396
1992-03-01 22.085939812274898
1992-04-01 22.004045115452200
1992-05-01 22.106364829238000
1992-06-01 22.059326924175500
1992-07-01 22.310095743462600
1992-08-01 22.520978057280697
1992-09-01 22.704833668029200
1992-10-01 22.799438076371498
1992-11-01 22.795986138214100
1992-12-01 22.863401189528900
1993-01-01 22.924141845775400
1993-02-01 22.939542294917400
1993-03-01 23.074551455514698
1993-04-01 23.192244438940600
1993-05-01 23.216439954712502
1993-06-01 23.264354049149400
1993-07-01 23.306382016927902
1993-08-01 23.225259544839897
1993-09-01 23.494910159135800
1993-10-01 23.596045865111105
1993-11-01 23.582650987028998
1993-12-01 23.452486352689800
1994-01-01 23.756970910692300
1994-02-01 23.948374701735200
1994-03-01 24.063873737787500
1994-04-01 24.282890944294600
1994-05-01 24.336330081723300
1994-06-01 24.276847338746800
1994-07-01 23.984185810035700
1994-08-01 23.823315916387000
1994-09-01 24.198039182193398
1994-10-01 24.091801632360000
1994-11-01 24.161603001704503
1994-12-01 24.250283205721400
1995-01-01 24.184540063906198
1995-02-01 24.246100685794200
1995-03-01 24.250528791788600
1995-04-01 24.283885817849900
1995-05-01 24.351473433353300
1995-06-01 24.599935579769102
1995-07-01 24.860812370939500
1995-08-01 24.827589234167200
1995-09-01 24.813025265560400
1995-10-01 24.884338395218800
1995-11-01 24.930530266190700
1995-12-01 25.059782742669700
1996-01-01 25.100398576202195
1996-02-01 25.137708624392300
1996-03-01 25.240010160609900
1996-04-01 25.178665605404802
1996-05-01 25.262300415958500
1996-06-01 25.321526875198497
1996-07-01 25.545445416859103
1996-08-01 25.724190166812000
1996-09-01 25.645627174406500
1996-10-01 25.676051158639805
1996-11-01 25.898640995599500
1996-12-01 25.785892443759800
1997-01-01 25.796717956630395
1997-02-01 25.820219866314300
1997-03-01 25.818193981840200
1997-04-01 25.677882964616497
1997-05-01 25.962570560570500
1997-06-01 26.044367589373497
1997-07-01 26.247943879619000
1997-08-01 26.331981065340802
1997-09-01 26.380946910124003
1997-10-01 26.456959007198602
1997-11-01 26.574232426770703
1997-12-01 26.625227586486698
1998-01-01 26.681274245999800
1998-02-01 26.797444952195500
1998-03-01 26.886050172956500
1998-04-01 26.973746718656102
1998-05-01 26.951307253464900
1998-06-01 26.755445686651200
1998-07-01 26.973366084444700
1998-08-01 26.958238133859002
1998-09-01 27.015733660664700
1998-10-01 27.127141167404105
1998-11-01 27.163966686949000
1998-12-01 27.169158472691198
1999-01-01 27.150220163553602
1999-02-01 27.171222079906300
1999-03-01 27.148924928489798
1999-04-01 27.271826169223800
1999-05-01 27.341172386101498
1999-06-01 27.254456639809604
1999-07-01 27.208835774978400
1999-08-01 27.302922654171900
1999-09-01 27.242948081751700
1999-10-01 27.200249252599395
1999-11-01 27.263583980905498
1999-12-01 27.296305751843600
2000-01-01 27.416691500492202
2000-02-01 27.444939637405000
2000-03-01 27.312531815481200
2000-04-01 27.780448850588400
2000-05-01 27.635889268723002
2000-06-01 27.736467510696997
2000-07-01 27.854272245692602
2000-08-01 27.957665010617800
2000-09-01 27.764087825223800
2000-10-01 28.074771558587800
2000-11-01 28.061246415487500
2000-12-01 28.004599183453998
2001-01-01 28.185478713227802
2001-02-01 28.319479632025600
2001-03-01 28.467655747223800
2001-04-01 28.397487813845500
2001-05-01 28.541033962782898
2001-06-01 28.522836386969600
2001-07-01 28.487599874269300
2001-08-01 28.507576719696196
2001-09-01 28.673453050845300
2001-10-01 28.864283881447395
2001-11-01 28.857237509988700
2001-12-01 28.894791281090104
2002-01-01 29.066006880821500
2002-02-01 28.998380448042700
2002-03-01 29.041869797608400
2002-04-01 29.113331669766897
2002-05-01 29.042155445551000
2002-06-01 29.012829621535000
2002-07-01 29.414454556879500
2002-08-01 29.553670570070402
2002-09-01 29.675467132489000
2002-10-01 29.769139570209997
2002-11-01 29.847708396953300
2002-12-01 29.978335811961200
2003-01-01 29.955196964041800
2003-02-01 29.979571955981804
2003-03-01 30.026105617772004
2003-04-01 30.017734518591105
2003-05-01 30.343935498000400
2003-06-01 30.213013670450398
2003-07-01 29.720915266173897
2003-08-01 29.980750481415402
2003-09-01 30.075985714679900
2003-10-01 30.178182533906700
2003-11-01 30.239396029411100
2003-12-01 30.255058174851104
2004-01-01 30.256645263906805
2004-02-01 30.379825276358900
2004-03-01 30.435941485882502
2004-04-01 30.309841780471600
2004-05-01 30.332763323831300
2004-06-01 30.309812934810600
2004-07-01 30.330374564858900
2004-08-01 30.396637897662100
2004-09-01 30.384546636246500
2004-10-01 30.182413070648200
2004-11-01 30.226638993884100
2004-12-01 30.342615727582900
2005-01-01 30.354943194690200
2005-02-01 30.397512251450500
2005-03-01 30.355558527056800
2005-04-01 30.697278261624103
2005-05-01 30.622347682874302
2005-06-01 30.518610140137500
2005-07-01 31.037398332967400
2005-08-01 30.901156563224000
2005-09-01 30.890480756311398
2005-10-01 30.764101639776800
2005-11-01 30.905846796985102
2005-12-01 30.928937295131604
2006-01-01 31.055601333132100
2006-02-01 31.228819771067500
2006-03-01 31.183489085084600
2006-04-01 31.078040220704800
2006-05-01 31.113363841733197
2006-06-01 31.138158203178100
2006-07-01 31.029079805741500
2006-08-01 30.901885614133800
2006-09-01 30.885727121497503
2006-10-01 31.033598819863500
2006-11-01 30.888852485816300
2006-12-01 31.018926011639298
2007-01-01 30.446651824557100
2007-02-01 30.362462483509300
2007-03-01 30.322653825734300
2007-04-01 30.276327058691898
2007-05-01 30.327708025688100
2007-06-01 30.258797743735500
2007-07-01 29.700293147882300
2007-08-01 29.685562230868000
2007-09-01 29.463903282564303
2007-10-01 29.510771926268202
2007-11-01 29.494576161716104
2007-12-01 29.398619670142800
2008-01-01 29.536127048298700
2008-02-01 29.390835478882200
2008-03-01 29.559989955647200
2008-04-01 29.583770541786000
2008-05-01 29.648924572520400
2008-06-01 29.688033022823400
2008-07-01 29.790218583405398
2008-08-01 29.888859586276100
2008-09-01 29.931573234770898
2008-10-01 29.979049478717000
2008-11-01 29.985811371351400
2008-12-01 29.974014970671803
2009-01-01 29.928491077482800
2009-02-01 29.995699328076700
2009-03-01 29.974020907554300
2009-04-01 30.202126953211300
2009-05-01 30.173616276203700
2009-06-01 30.235301383249700
2009-07-01 30.295607108634400
2009-08-01 30.078700094864000
2009-09-01 30.282149089803802
2009-10-01 30.266385326699400
2009-11-01 30.286955481696000
2009-12-01 30.353360163023700
2010-01-01 30.224347366932800
2010-02-01 30.480120810612600
2010-03-01 30.586434804842803
2010-04-01 30.701358955554600
2010-05-01 30.802714328073000
2010-06-01 31.196480357332202
2010-07-01 31.426538172050200
2010-08-01 31.684566856054800
2010-09-01 31.824237809249702
2010-10-01 32.037179974718700
2010-11-01 32.161826289461104
2010-12-01 32.440322580351700
2011-01-01 32.542623430921500
2011-02-01 32.446265939978500
2011-03-01 32.487304666515300
2011-04-01 32.283975153342300
2011-05-01 32.419611286841600
2011-06-01 32.361991961791700
2011-07-01 32.482006119754500
2011-08-01 32.385865014514195
2011-09-01 32.471383435081390
2011-10-01 32.405905673619600
2011-11-01 32.445095086740400
2011-12-01 32.551415745857800
2012-01-01 32.563008354932400
2012-02-01 32.725600289913100
2012-03-01 32.798047209840500
2012-04-01 32.737391606234400
2012-05-01 32.920068097227400
2012-06-01 33.027422176439200
2012-07-01 33.041711578787800
2012-08-01 33.103140355681800
2012-09-01 32.927524323868400
2012-10-01 32.767829981635300
2012-11-01 32.906443809245500
2012-12-01 32.964909428769104
2013-01-01 33.205346730195500
2013-02-01 33.205678701816300
2013-03-01 33.410151278457200
2013-04-01 33.183291969970796
2013-05-01 32.910265210072300
2013-06-01 32.771894173110200
2013-07-01 32.891237716761000
2013-08-01 33.415976195344400
2013-09-01 33.095122366964500
2013-10-01 33.332461814583000
2013-11-01 33.168081154249400
2013-12-01 32.973874103447100
2014-01-01 32.747022629995605
2014-02-01 32.791075512486100
2014-03-01 32.823799085052900
2014-04-01 33.031930426087800
2014-05-01 33.208656206315304
2014-06-01 33.112235008906600
2014-07-01 33.034907910617400
2014-08-01 33.329746894495390
2014-09-01 33.670853646771000
2014-10-01 33.902500976000496
2014-11-01 33.917093817377200
2014-12-01 33.951520842027300
2015-01-01 34.323561523934195
2015-02-01 34.268854820853200
2015-03-01 34.532381185197500
2015-04-01 34.883771664070800
2015-05-01 35.009341642529700
2015-06-01 34.952015597291100
2015-07-01 35.107493615383300
2015-08-01 34.958652742269200
2015-09-01 35.049436846231195
2015-10-01 34.981142307839800
2015-11-01 35.173573099998500
2015-12-01 35.206133415118800
2016-01-01 35.188812353114800
2016-02-01 35.357444662638706
2016-03-01 35.433096901833100
2016-04-01 34.675509354376196
2016-05-01 35.119729366665000
2016-06-01 35.252580831260500
2016-07-01 35.325392828455290
2016-08-01 35.452079682728794
2016-09-01 35.441335315168790
2016-10-01 35.493891083813200
2016-11-01 35.459791056616000
2016-12-01 35.553340325925205
2017-01-01 35.652291124025105
2017-02-01 35.734667494305300
2017-03-01 35.836150211105700
2017-04-01 35.581837478895900
2017-05-01 35.638169032911900
2017-06-01 35.638285347695710
2017-07-01 35.733395957342790
2017-08-01 35.813630830066600
2017-09-01 35.544501062694800
2017-10-01 36.411096602646204
2017-11-01 36.165897335738290
2017-12-01 36.215631877843600
2018-01-01 36.089156882313205
2018-02-01 36.215988828720796
2018-03-01 36.331111352075700
2018-04-01 36.589598978418600
2018-05-01 36.562266695582500
2018-06-01 36.634745122809210
2018-07-01 36.437269827983705
2018-08-01 36.368396242414796
2018-09-01 36.549856777090300
2018-10-01 36.629512269595710
2018-11-01 36.774162601570100
2018-12-01 36.895334176173290
2019-01-01 36.619231394092600
2019-02-01 36.699469957577210
2019-03-01 36.833780822573600
2019-04-01 36.906471286411000
2019-05-01 36.970908822128700
2019-06-01 37.121475891006000
2019-07-01 37.137604470580500
2019-08-01 37.443759519854204
2019-09-01 37.255820962745204
2019-10-01 37.130957960106000
2019-11-01 37.090525648388800
2019-12-01 36.806362500626605
2020-01-01 37.420919958647204
2020-02-01 37.494430545280790
2020-03-01 37.329573138730900
2020-04-01 31.062903738686300
2020-05-01 32.873295264367100
2020-06-01 34.468293843359000
2020-07-01 34.774603399160400
2020-08-01 35.108865708061100
2020-09-01 34.974209039352900
2020-10-01 35.165994240394895
2020-11-01 35.231541890392100
2020-12-01 35.036803154127200
2021-01-01 35.671610535427300
2021-02-01 35.501429276416800
2021-03-01 36.532001681952710
2021-04-01 36.345338171059700
2021-05-01 36.398516734069204
2021-06-01 36.367190566541300
2021-07-01 36.486553090749700
2021-08-01 36.422985718663995
2021-09-01 35.971990483791300
2021-10-01 36.559339989781300
2021-11-01 36.622501395881800
2021-12-01 36.547874181605800
2022-01-01 36.437295585069800
2022-02-01 36.601144975905100
2022-03-01 36.719941904778600
2022-04-01 36.760607036581604
2022-05-01 37.121879082185394
2022-06-01 37.252706801977100
2022-07-01 37.384524296252710
2022-08-01 37.651772847153104
2022-09-01 37.865536331013104
2022-10-01 38.050798084880100
2022-11-01 38.197094393470394
2022-12-01 38.048790068262704
2023-01-01 38.622832970269705
2023-02-01 38.700605771605000
2023-03-01 38.708269028874100
2023-04-01 38.670756467611700
2023-05-01 38.339896607087105
2023-06-01 38.433799133515500
2023-07-01 38.391053962104200
2023-08-01 38.481007089340800
2023-09-01 38.764488063797394
2023-10-01 38.851938766804200
2023-11-01 38.977459639261800
2023-12-01 39.246442392153796
2024-01-01 39.405981273105205
2024-02-01 39.410076392836710
2024-03-01 39.597054417517900
2024-04-01 39.872768383867700
2024-05-01 40.262857082038000
2024-06-01 40.734102438043200
2024-07-01 40.932711063883600
2024-08-01 40.916845759640395
2024-09-01 40.952060600856000
2024-10-01 40.936642356094296
2024-11-01 41.148052723477300

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