Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Canton-Massillon, OH (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Canton-Massillon, OH (MSA)
Series ID CANT939EDUH
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 5:03 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 19.362743868092700
1990-02-01 19.361322462725802
1990-03-01 19.382185652914398
1990-04-01 19.627182042259300
1990-05-01 19.821908317301702
1990-06-01 19.996379782628400
1990-07-01 20.082438699997800
1990-08-01 20.210014774721802
1990-09-01 20.206708808258500
1990-10-01 20.217936729789600
1990-11-01 20.268307557881800
1990-12-01 20.369252738157197
1991-01-01 20.259326162376700
1991-02-01 20.348721005070900
1991-03-01 20.360389599668200
1991-04-01 20.530824911691198
1991-05-01 20.923812434217000
1991-06-01 20.603017526224500
1991-07-01 20.593136903979000
1991-08-01 20.729315811131100
1991-09-01 21.010051287727800
1991-10-01 20.929951647878198
1991-11-01 20.970764761377698
1991-12-01 20.971904259823898
1992-01-01 20.850493885789103
1992-02-01 21.011322089951400
1992-03-01 21.114236241168900
1992-04-01 21.237607002669500
1992-05-01 21.228595185791900
1992-06-01 21.311893238843300
1992-07-01 21.417542346637400
1992-08-01 21.461642312296604
1992-09-01 21.417807356849803
1992-10-01 21.642964185169500
1992-11-01 21.680661028785400
1992-12-01 21.681106440934300
1993-01-01 21.238789132753400
1993-02-01 21.056613922570400
1993-03-01 21.160713156259000
1993-04-01 21.041114076376900
1993-05-01 21.130848353447100
1993-06-01 21.105368191323000
1993-07-01 21.342600132732700
1993-08-01 21.498468236886200
1993-09-01 21.337244250840300
1993-10-01 21.256980366475698
1993-11-01 21.303020175409000
1993-12-01 21.402727176459802
1994-01-01 21.822467223931300
1994-02-01 21.803150003401300
1994-03-01 21.908923332164804
1994-04-01 21.545633029574102
1994-05-01 21.720287533788500
1994-06-01 21.806244669243103
1994-07-01 21.769788646527100
1994-08-01 21.831082760386800
1994-09-01 22.049206292254200
1994-10-01 22.061335380034300
1994-11-01 22.329034146742398
1994-12-01 22.427641742529996
1995-01-01 22.100695466564805
1995-02-01 22.547667591869500
1995-03-01 22.575315296886100
1995-04-01 22.626800994439000
1995-05-01 22.800424442862102
1995-06-01 22.908273465748500
1995-07-01 22.915982411006100
1995-08-01 23.068601328668100
1995-09-01 23.057142213123804
1995-10-01 23.162492738790604
1995-11-01 23.152477745927000
1995-12-01 23.249458493274500
1996-01-01 23.181449205419398
1996-02-01 23.207467891639400
1996-03-01 23.251064727721896
1996-04-01 23.408574105713700
1996-05-01 23.480231893143202
1996-06-01 23.628796864426200
1996-07-01 23.550783865149697
1996-08-01 23.577710460899800
1996-09-01 23.650706884222200
1996-10-01 23.962262223795400
1996-11-01 23.877246688365698
1996-12-01 23.875494292095798
1997-01-01 23.860802191914300
1997-02-01 23.980500158517998
1997-03-01 24.027570958278798
1997-04-01 23.983812703620100
1997-05-01 24.068978188540000
1997-06-01 24.065208164747300
1997-07-01 24.184769926053400
1997-08-01 24.182474847958100
1997-09-01 24.236781592998298
1997-10-01 24.263743389273895
1997-11-01 24.276686177758304
1997-12-01 24.378211824201800
1998-01-01 24.753716886036898
1998-02-01 24.880642043675800
1998-03-01 24.899349176529103
1998-04-01 25.370929300442700
1998-05-01 25.558138315898000
1998-06-01 25.326645493055000
1998-07-01 25.310399985090500
1998-08-01 25.388813044130803
1998-09-01 25.407673647121600
1998-10-01 25.360794352101102
1998-11-01 25.356754862660400
1998-12-01 25.366192868539000
1999-01-01 25.467257364079000
1999-02-01 25.692474874097098
1999-03-01 25.386149056423395
1999-04-01 25.153581961425700
1999-05-01 25.163008535411898
1999-06-01 25.167154471092200
1999-07-01 25.332420689014600
1999-08-01 25.398983479313998
1999-09-01 24.978366558263800
1999-10-01 25.457094391162100
1999-11-01 25.501591741443100
1999-12-01 25.414814964378200
2000-01-01 25.910087211233000
2000-02-01 25.928493621926900
2000-03-01 25.987697318271298
2000-04-01 25.840937269032500
2000-05-01 25.671488352637000
2000-06-01 26.008268955387700
2000-07-01 26.159041742018500
2000-08-01 26.324618836129400
2000-09-01 26.458685775855304
2000-10-01 26.327114097501003
2000-11-01 26.536076532211900
2000-12-01 26.745917655418800
2001-01-01 26.457878637874103
2001-02-01 26.557850185907000
2001-03-01 25.908486240155803
2001-04-01 26.920610288679400
2001-05-01 27.087345317615300
2001-06-01 27.534300519561800
2001-07-01 27.101239050005300
2001-08-01 27.074042526315196
2001-09-01 27.144224215149602
2001-10-01 27.181678331485802
2001-11-01 27.167658999127497
2001-12-01 27.073347628754302
2002-01-01 27.005333158514000
2002-02-01 27.083936247660000
2002-03-01 27.113097129935800
2002-04-01 27.313075118862000
2002-05-01 27.315344056889803
2002-06-01 27.336906115992303
2002-07-01 27.220079748096700
2002-08-01 27.222466949540300
2002-09-01 27.138689865080700
2002-10-01 27.243902773240300
2002-11-01 27.333417833265802
2002-12-01 27.431571628801603
2003-01-01 27.109827774643698
2003-02-01 27.073398602673397
2003-03-01 27.014606634699202
2003-04-01 27.200885698525700
2003-05-01 27.249753277943000
2003-06-01 27.342795916601800
2003-07-01 27.669005570967100
2003-08-01 27.792781736246802
2003-09-01 27.833983148880602
2003-10-01 28.008358363404200
2003-11-01 28.001399459765302
2003-12-01 28.195831751830500
2004-01-01 28.383091239096900
2004-02-01 28.540856530184400
2004-03-01 28.587429353558000
2004-04-01 28.683465977042605
2004-05-01 28.678753668501300
2004-06-01 29.004232869566900
2004-07-01 28.835406943553400
2004-08-01 28.861826241996603
2004-09-01 29.136867473511600
2004-10-01 29.171924699116100
2004-11-01 29.177987820362898
2004-12-01 29.482932453605400
2005-01-01 29.117590083564803
2005-02-01 29.081656202367398
2005-03-01 29.253592284495696
2005-04-01 29.071299637512100
2005-05-01 28.998195963814602
2005-06-01 29.266931059819303
2005-07-01 29.412003515009900
2005-08-01 29.424153509849600
2005-09-01 29.335472333369196
2005-10-01 29.254490816687603
2005-11-01 29.356939501247396
2005-12-01 29.482763457923102
2006-01-01 29.560684095089396
2006-02-01 29.638288731273800
2006-03-01 29.618899110971900
2006-04-01 29.550565699733300
2006-05-01 29.492129789520900
2006-06-01 29.757806818660498
2006-07-01 29.463420249457698
2006-08-01 29.457541518562397
2006-09-01 29.649306129984698
2006-10-01 29.636802778148000
2006-11-01 29.633052750544300
2006-12-01 29.579732086079197
2007-01-01 29.723270750355200
2007-02-01 29.704598639599500
2007-03-01 29.590887150664898
2007-04-01 29.822211552566200
2007-05-01 29.972634040750000
2007-06-01 29.835970030400500
2007-07-01 29.920553853417502
2007-08-01 30.104972437285000
2007-09-01 30.175256580316200
2007-10-01 30.404476063847800
2007-11-01 30.487159114457500
2007-12-01 30.452350212923104
2008-01-01 30.613851291400500
2008-02-01 30.580844011758103
2008-03-01 30.569393146394000
2008-04-01 30.688131897718602
2008-05-01 30.746151406796700
2008-06-01 30.731678834385400
2008-07-01 30.752367938951600
2008-08-01 30.838184541008800
2008-09-01 31.020186891632700
2008-10-01 30.773958915097800
2008-11-01 30.860243303412900
2008-12-01 30.929297813323200
2009-01-01 30.909385529102600
2009-02-01 30.965935856705100
2009-03-01 31.169891543587898
2009-04-01 31.068746450903898
2009-05-01 31.012983321072397
2009-06-01 30.987570424522700
2009-07-01 31.060995690922603
2009-08-01 31.052101833871300
2009-09-01 31.047855357300200
2009-10-01 31.053540185980600
2009-11-01 31.047161833695604
2009-12-01 31.115459287734698
2010-01-01 31.018366200725900
2010-02-01 31.063535064393200
2010-03-01 31.182375639783900
2010-04-01 31.074601668077804
2010-05-01 30.871762378826000
2010-06-01 31.126514821073698
2010-07-01 31.140119366862898
2010-08-01 31.119704261474700
2010-09-01 31.171100560205698
2010-10-01 31.354402678647400
2010-11-01 31.355151155136102
2010-12-01 31.319729659090500
2011-01-01 31.226518152788802
2011-02-01 31.364794402794200
2011-03-01 31.303347045549300
2011-04-01 31.377252064835700
2011-05-01 31.325950236111500
2011-06-01 31.764583557574900
2011-07-01 31.633821827948605
2011-08-01 31.462746623209500
2011-09-01 31.483447912214498
2011-10-01 31.845127615496900
2011-11-01 31.955120402140004
2011-12-01 32.152864158555800
2012-01-01 32.344870476737110
2012-02-01 32.266632647365796
2012-03-01 32.233666840218895
2012-04-01 32.373512545413400
2012-05-01 32.480752839240000
2012-06-01 32.384261612403500
2012-07-01 32.324199547056700
2012-08-01 32.376324675450505
2012-09-01 32.701257987494806
2012-10-01 32.538668600146600
2012-11-01 32.659073250415800
2012-12-01 32.813774004701000
2013-01-01 32.856884460459900
2013-02-01 32.973149251954105
2013-03-01 33.076275954564400
2013-04-01 32.972032109526000
2013-05-01 33.247754206410800
2013-06-01 33.089876528191300
2013-07-01 33.117122372433600
2013-08-01 33.285611388920400
2013-09-01 33.006512871880105
2013-10-01 32.731267915775800
2013-11-01 32.757613625052400
2013-12-01 33.204873912901000
2014-01-01 32.379273708068200
2014-02-01 32.878873532573600
2014-03-01 33.010073617862700
2014-04-01 33.173591566682600
2014-05-01 33.049962107425100
2014-06-01 32.951625343189000
2014-07-01 33.094090388696800
2014-08-01 33.187383370385500
2014-09-01 32.817653380228600
2014-10-01 33.315287490576000
2014-11-01 33.254789311814896
2014-12-01 32.996496607683100
2015-01-01 32.394816946180605
2015-02-01 32.866026090765200
2015-03-01 32.818278564166400
2015-04-01 32.773904092376500
2015-05-01 32.783518627217000
2015-06-01 32.815322094662200
2015-07-01 33.196965743837500
2015-08-01 32.832338912315900
2015-09-01 32.631872597494000
2015-10-01 32.393827229178500
2015-11-01 32.443960528799400
2015-12-01 32.579150542361800
2016-01-01 32.504862529141400
2016-02-01 32.547515562667900
2016-03-01 32.320763326302200
2016-04-01 32.474527166893104
2016-05-01 32.635273961171400
2016-06-01 32.671704840076500
2016-07-01 32.804599769293200
2016-08-01 32.510914000803800
2016-09-01 33.544369060103300
2016-10-01 33.553426010938200
2016-11-01 33.511163792050000
2016-12-01 33.213538612525800
2017-01-01 33.286133977282900
2017-02-01 33.315170963300700
2017-03-01 33.311637939905400
2017-04-01 33.472269531569600
2017-05-01 32.992163699360700
2017-06-01 33.466186449609104
2017-07-01 33.341084259518300
2017-08-01 33.436184858307500
2017-09-01 33.432943102861100
2017-10-01 33.624706827303900
2017-11-01 33.591526015081500
2017-12-01 33.723546756252700
2018-01-01 33.864419278995500
2018-02-01 33.999248401530700
2018-03-01 34.002279078422200
2018-04-01 33.778902544381500
2018-05-01 33.336746254776300
2018-06-01 33.652540582404400
2018-07-01 33.565953887541500
2018-08-01 33.753668194888300
2018-09-01 33.725685113234200
2018-10-01 33.722017118022900
2018-11-01 33.794526151106600
2018-12-01 33.290924374009100
2019-01-01 33.638549547517900
2019-02-01 33.603394917912400
2019-03-01 33.587848823457605
2019-04-01 33.707404668656395
2019-05-01 33.665361511791500
2019-06-01 33.654277467469500
2019-07-01 33.559274151176100
2019-08-01 33.564920044698800
2019-09-01 33.621572396456800
2019-10-01 33.137719557409700
2019-11-01 33.497274242708200
2019-12-01 32.550965687192196
2020-01-01 33.534042307497500
2020-02-01 33.419564375133200
2020-03-01 33.394050204106500
2020-04-01 29.272096210664397
2020-05-01 30.374129127128896
2020-06-01 31.089067435199400
2020-07-01 31.563267444754402
2020-08-01 31.953402686894805
2020-09-01 31.816232599374700
2020-10-01 31.998633816204000
2020-11-01 31.844531211021298
2020-12-01 31.197741834664400
2021-01-01 31.923109004737200
2021-02-01 31.949843511291000
2021-03-01 32.018791066108200
2021-04-01 32.201553254526100
2021-05-01 31.977234316740304
2021-06-01 31.888622212795703
2021-07-01 31.782772856620003
2021-08-01 31.742133965640100
2021-09-01 31.518985887101700
2021-10-01 31.646982627470496
2021-11-01 31.671621122809100
2021-12-01 31.760619040032000
2022-01-01 31.627737580556698
2022-02-01 31.570628763754100
2022-03-01 31.647564323906998
2022-04-01 31.339652067920102
2022-05-01 31.479747803137304
2022-06-01 31.241648148550300
2022-07-01 31.179967843428802
2022-08-01 30.915719108388400
2022-09-01 31.129535329944300
2022-10-01 31.105642115817698
2022-11-01 31.211528276275896
2022-12-01 31.139943427005896
2023-01-01 31.124764757509900
2023-02-01 31.384095858654200
2023-03-01 31.263484474059800
2023-04-01 31.478614850446895
2023-05-01 31.484742262843900
2023-06-01 31.518002015536900
2023-07-01 31.717412113254500
2023-08-01 31.593716361019897
2023-09-01 31.738519064572397
2023-10-01 31.737353474888300
2023-11-01 31.822448179348804
2023-12-01 32.030183500202200
2024-01-01 32.131913958862900
2024-02-01 31.983885611234303
2024-03-01 32.078639052069995
2024-04-01 32.092588550002304
2024-05-01 32.190176501303100
2024-06-01 32.818973661371500
2024-07-01 32.783159523450195
2024-08-01 32.685075976994000
2024-09-01 32.442445695162700
2024-10-01 32.164763547186700

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