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 2024-12-01
Last Updated 2025-01-29 5:56 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 20.163804879947400
1990-07-01 20.289135940224000
1990-08-01 20.302875906298700
1990-09-01 20.226792551069700
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 23.823315916387100
1994-09-01 24.198039182193497
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 24.827589234167300
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 26.456959007198500
1997-11-01 26.574232426770600
1997-12-01 26.625227586486800
1998-01-01 26.681274245999898
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 27.150220163553800
1999-02-01 27.171222079906503
1999-03-01 27.148924928489900
1999-04-01 27.271826169223700
1999-05-01 27.341172386100997
1999-06-01 27.254456639808602
1999-07-01 27.208835774977103
1999-08-01 27.302922654171100
1999-09-01 27.242948081752502
1999-10-01 27.200249252602000
1999-11-01 27.263583980909000
1999-12-01 27.296305751848003
2000-01-01 27.416691500494398
2000-02-01 27.444939637401000
2000-03-01 27.312531815472802
2000-04-01 27.780448850580697
2000-05-01 27.635889268719897
2000-06-01 27.736467510697400
2000-07-01 27.854272245695200
2000-08-01 27.957665010620900
2000-09-01 27.764087825230302
2000-10-01 28.074771558602500
2000-11-01 28.061246415507900
2000-12-01 28.004599183475500
2001-01-01 28.185478713232797
2001-02-01 28.319479631990200
2001-03-01 28.467655747144104
2001-04-01 28.397487813744103
2001-05-01 28.541033962708802
2001-06-01 28.522836386974500
2001-07-01 28.487599874394000
2001-08-01 28.507576719934804
2001-09-01 28.673453051174600
2001-10-01 28.864283881689600
2001-11-01 28.857237509946000
2001-12-01 28.894791280703000
2002-01-01 29.066006880158300
2002-02-01 28.998380447464104
2002-03-01 29.041869797449603
2002-04-01 29.113331669763603
2002-05-01 29.042155446013197
2002-06-01 29.012829622246798
2002-07-01 29.414454557344800
2002-08-01 29.553670570629503
2002-09-01 29.675467133345798
2002-10-01 29.769139570947900
2002-11-01 29.847708396489700
2002-12-01 29.978335810247200
2003-01-01 29.955196961370103
2003-02-01 29.979571953776198
2003-03-01 30.026105617496800
2003-04-01 30.017734519780102
2003-05-01 30.343935500677200
2003-06-01 30.213013673263998
2003-07-01 29.720915267923000
2003-08-01 29.980750482589603
2003-09-01 30.075985715253402
2003-10-01 30.178182534243604
2003-11-01 30.239396027298103
2003-12-01 30.255058171212898
2004-01-01 30.256645250412200
2004-02-01 30.379825276299300
2004-03-01 30.435941487614500
2004-04-01 30.309841782133002
2004-05-01 30.332763344202800
2004-06-01 30.309812938519002
2004-07-01 30.330374562615102
2004-08-01 30.396637898797103
2004-09-01 30.384546636421500
2004-10-01 30.182413068647900
2004-11-01 30.226638985339500
2004-12-01 30.342615715612800
2005-01-01 30.354943162852898
2005-02-01 30.397512250378800
2005-03-01 30.355558536308997
2005-04-01 30.697278277311100
2005-05-01 30.622347735598000
2005-06-01 30.518610154130100
2005-07-01 31.037398331184000
2005-08-01 30.901156565528100
2005-09-01 30.890480751030400
2005-10-01 30.764101623186303
2005-11-01 30.905846764578800
2005-12-01 30.928937243439396
2006-01-01 31.055601240864302
2006-02-01 31.228819742507400
2006-03-01 31.183489195272198
2006-04-01 31.078040278210500
2006-05-01 31.113363964009800
2006-06-01 31.138158256441397
2006-07-01 31.029079817631803
2006-08-01 30.901885542845600
2006-09-01 30.885727109201603
2006-10-01 31.033598782034503
2006-11-01 30.888852402914600
2006-12-01 31.018925872152400
2007-01-01 30.446651629620300
2007-02-01 30.362462434393500
2007-03-01 30.322654044216400
2007-04-01 30.276327154223400
2007-05-01 30.327708504168896
2007-06-01 30.258797781362600
2007-07-01 29.700293121515898
2007-08-01 29.685562051227798
2007-09-01 29.463903240306300
2007-10-01 29.510771808166400
2007-11-01 29.494575962000102
2007-12-01 29.398619464327602
2008-01-01 29.536126791135803
2008-02-01 29.390835380930000
2008-03-01 29.559990113212300
2008-04-01 29.583771448712696
2008-05-01 29.648925041824103
2008-06-01 29.688032740584300
2008-07-01 29.790218363902300
2008-08-01 29.888859318679200
2008-09-01 29.931573313671898
2008-10-01 29.979049543422900
2008-11-01 29.985811270446895
2008-12-01 29.974014744185200
2009-01-01 29.928490670842400
2009-02-01 29.995699007740100
2009-03-01 29.974020606081200
2009-04-01 30.202128326244896
2009-05-01 30.173616537631300
2009-06-01 30.235300818742300
2009-07-01 30.295607022948197
2009-08-01 30.078700340226700
2009-09-01 30.282149747059396
2009-10-01 30.266385785918498
2009-11-01 30.286955507931598
2009-12-01 30.353359701328202
2010-01-01 30.224346175334200
2010-02-01 30.480119210957700
2010-03-01 30.586434697269897
2010-04-01 30.701360411078000
2010-05-01 30.802714962728300
2010-06-01 31.196480347294397
2010-07-01 31.426539910411602
2010-08-01 31.684568784019604
2010-09-01 31.824235315616104
2010-10-01 32.037181700729300
2010-11-01 32.161820570719500
2010-12-01 32.440319879325800
2011-01-01 32.542623410501300
2011-02-01 32.446267548568390
2011-03-01 32.487310007343600
2011-04-01 32.283978327401000
2011-05-01 32.419610696280500
2011-06-01 32.361987363837100
2011-07-01 32.482025603476300
2011-08-01 32.385861503518400
2011-09-01 32.471370358830400
2011-10-01 32.405899622077605
2011-11-01 32.445074416362500
2011-12-01 32.551406979081500
2012-01-01 32.563016277348200
2012-02-01 32.725619811148400
2012-03-01 32.798072253435194
2012-04-01 32.737403357274200
2012-05-01 32.920063801054200
2012-06-01 33.027406690780800
2012-07-01 33.041746802764900
2012-08-01 33.103126767148105
2012-09-01 32.927492500189200
2012-10-01 32.767814063658200
2012-11-01 32.906401580819804
2012-12-01 32.964872165517200
2013-01-01 33.205319668580500
2013-02-01 33.205843867343800
2013-03-01 33.410168842923000
2013-04-01 33.183289235798505
2013-05-01 32.910222913678900
2013-06-01 32.771856735102000
2013-07-01 32.891299126283000
2013-08-01 33.416005696236500
2013-09-01 33.095153151645500
2013-10-01 33.332481256634495
2013-11-01 33.168011388560000
2013-12-01 32.973738399775400
2014-01-01 32.746855630869000
2014-02-01 32.791276053800800
2014-03-01 32.823850394154000
2014-04-01 33.031830238968304
2014-05-01 33.208523806312000
2014-06-01 33.112214618035700
2014-07-01 33.035116267066606
2014-08-01 33.330031622715396
2014-09-01 33.671187786946696
2014-10-01 33.902725317189400
2014-11-01 33.916882089426800
2014-12-01 33.951036820332000
2015-01-01 34.322977102529400
2015-02-01 34.268894828999600
2015-03-01 34.532352605902100
2015-04-01 34.883446627539804
2015-05-01 35.009002498473100
2015-06-01 34.952090590484700
2015-07-01 35.108277650244900
2015-08-01 34.959679570415695
2015-09-01 35.050494586103700
2015-10-01 34.981922283182300
2015-11-01 35.173727219396100
2015-12-01 35.204303807623500
2016-01-01 35.186114884283704
2016-02-01 35.357715686080496
2016-03-01 35.433071480624600
2016-04-01 34.674938695677900
2016-05-01 35.119144251518996
2016-06-01 35.252556624019500
2016-07-01 35.326172871733500
2016-08-01 35.457170024616600
2016-09-01 35.442555620785200
2016-10-01 35.495008855664500
2016-11-01 35.460328329673600
2016-12-01 35.548936753584100
2017-01-01 35.647286087656000
2017-02-01 35.735039638329600
2017-03-01 35.835925893065294
2017-04-01 35.581082789426000
2017-05-01 35.637413784691300
2017-06-01 35.637954462238700
2017-07-01 35.733644132186800
2017-08-01 35.825601456696700
2017-09-01 35.545285734802604
2017-10-01 36.412249075789300
2017-11-01 36.166973714293604
2017-12-01 36.207404345455600
2018-01-01 36.082172143344500
2018-02-01 36.216120510845606
2018-03-01 36.330726091706794
2018-04-01 36.588902511347705
2018-05-01 36.561560547157704
2018-06-01 36.634164534373900
2018-07-01 36.436795852157600
2018-08-01 36.387273939443300
2018-09-01 36.550558321058900
2018-10-01 36.630168038170500
2018-11-01 36.774931758107904
2018-12-01 36.883852015556606
2019-01-01 36.611810588093206
2019-02-01 36.698671809130000
2019-03-01 36.832942012070205
2019-04-01 36.905807413980796
2019-05-01 36.970212164012295
2019-06-01 37.120961149823710
2019-07-01 37.137349989711396
2019-08-01 37.467041459813200
2019-09-01 37.257397291570400
2019-10-01 37.131684686791296
2019-11-01 37.091520740356700
2019-12-01 36.791179666323600
2020-01-01 37.413351837106700
2020-02-01 37.492731649690300
2020-03-01 37.328297068540000
2020-04-01 31.062683154769000
2020-05-01 32.871139525793800
2020-06-01 34.468983773117500
2020-07-01 34.775659888418396
2020-08-01 35.132159893981196
2020-09-01 34.977506706795600
2020-10-01 35.167108654217300
2020-11-01 35.231876450459204
2020-12-01 35.020136540970505
2021-01-01 35.664872796934700
2021-02-01 35.498102474007100
2021-03-01 36.529590049462290
2021-04-01 36.344766925393100
2021-05-01 36.393751604575000
2021-06-01 36.369764565810500
2021-07-01 36.490004722144100
2021-08-01 36.446917859466000
2021-09-01 35.980833724973900
2021-10-01 36.559668262931300
2021-11-01 36.626304785777800
2021-12-01 36.524401248896396
2022-01-01 36.429644705701705
2022-02-01 36.595713876542796
2022-03-01 36.716541543044600
2022-04-01 36.759385813448205
2022-05-01 37.114482664443294
2022-06-01 37.257507636369500
2022-07-01 37.391132023738100
2022-08-01 37.674335301763100
2022-09-01 37.882415541386200
2022-10-01 38.050858016260210
2022-11-01 38.202058835656710
2022-12-01 38.022228701987200
2023-01-01 38.612623469086100
2023-02-01 38.692619261508604
2023-03-01 38.703385936387800
2023-04-01 38.667942186872395
2023-05-01 38.330420376395004
2023-06-01 38.440151596809700
2023-07-01 38.400694442763000
2023-08-01 38.502067563226300
2023-09-01 38.789843806063710
2023-10-01 38.851608445634500
2023-11-01 38.985238357025000
2023-12-01 39.215410993019900
2024-01-01 39.392098388768396
2024-02-01 39.400833679005000
2024-03-01 39.591380622937900
2024-04-01 39.868817629456100
2024-05-01 40.250975523227500
2024-06-01 40.741900910873700
2024-07-01 40.945021020312500
2024-08-01 40.939607899636800
2024-09-01 40.983820262726205
2024-10-01 40.936949768147100
2024-11-01 41.253687825076106
2024-12-01 41.399561334762396

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