Title: All Employees: Education and Health Services: Private Education and Health Services in Cleveland-Elyria, OH (MSA) Series ID: CLEV439EDUH 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 2024-02-01 Last Updated: 2024-03-23 5:25 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/CLEV439EDUHN). 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 1990-01-01 119.84918805499399 1990-02-01 119.83760689401300 1990-03-01 120.11822746950100 1990-04-01 120.52188184860800 1990-05-01 120.29033639952000 1990-06-01 120.51540688556300 1990-07-01 120.09374020129499 1990-08-01 120.34462015706900 1990-09-01 120.54970357575000 1990-10-01 120.83841937256099 1990-11-01 120.91542890253200 1990-12-01 121.50048980078300 1991-01-01 121.29954893097299 1991-02-01 121.38325875739700 1991-03-01 121.70431741729100 1991-04-01 122.08993295367800 1991-05-01 122.43589648955201 1991-06-01 122.97799304443899 1991-07-01 122.95610712933201 1991-08-01 123.51878736036400 1991-09-01 124.03062043913900 1991-10-01 124.35079122856001 1991-11-01 124.92391211104099 1991-12-01 125.22171595670900 1992-01-01 125.30244061854201 1992-02-01 125.80867159358900 1992-03-01 126.06662278045299 1992-04-01 126.11041354622999 1992-05-01 126.75980273197500 1992-06-01 126.68262306970301 1992-07-01 127.39289302854999 1992-08-01 127.68602304853701 1992-09-01 127.34570569124300 1992-10-01 128.86604820921300 1992-11-01 128.44803176368300 1992-12-01 128.74305245700300 1993-01-01 129.31806449423900 1993-02-01 129.55123505157900 1993-03-01 129.63789937675400 1993-04-01 129.63715229475000 1993-05-01 129.91867493636200 1993-06-01 130.22311841283600 1993-07-01 131.37732392522400 1993-08-01 131.51634715869900 1993-09-01 130.86544480606800 1993-10-01 130.58481831986902 1993-11-01 130.84864639450000 1993-12-01 131.18537946518300 1994-01-01 131.89763583999700 1994-02-01 132.37213312051600 1994-03-01 132.92666162007000 1994-04-01 133.52941005126200 1994-05-01 133.77819677478300 1994-06-01 134.18824938410000 1994-07-01 134.74282512014000 1994-08-01 135.26830805264000 1994-09-01 135.35631028743500 1994-10-01 135.69954425702298 1994-11-01 136.23725437955400 1994-12-01 136.52912033498300 1995-01-01 136.73023941110100 1995-02-01 136.84587688009398 1995-03-01 136.86682044885600 1995-04-01 136.39135920400700 1995-05-01 136.99073038490700 1995-06-01 137.24163018024100 1995-07-01 137.62612794685700 1995-08-01 137.17789429148502 1995-09-01 138.03938710992100 1995-10-01 138.32432150335900 1995-11-01 138.44768788332100 1995-12-01 138.78661383433200 1996-01-01 138.42052637005900 1996-02-01 138.65590356969500 1996-03-01 138.82391497395798 1996-04-01 138.91419250338100 1996-05-01 139.73616557816700 1996-06-01 139.26065311844900 1996-07-01 138.08488666043300 1996-08-01 138.55989845668700 1996-09-01 138.96850630733600 1996-10-01 139.21718682641600 1996-11-01 139.13792136644700 1996-12-01 139.58411852192302 1997-01-01 138.75469565856600 1997-02-01 138.71710960263600 1997-03-01 138.55123300919598 1997-04-01 138.76969391305400 1997-05-01 138.75243586053801 1997-06-01 138.73644275366300 1997-07-01 138.60583289955500 1997-08-01 139.43725852652600 1997-09-01 139.87169398587100 1997-10-01 140.34466081649300 1997-11-01 141.05781094595900 1997-12-01 141.46851953047900 1998-01-01 141.71798232411200 1998-02-01 141.85226814510202 1998-03-01 142.31691434019300 1998-04-01 142.99179944857000 1998-05-01 142.99418056980200 1998-06-01 143.37450880196198 1998-07-01 143.52799534042200 1998-08-01 143.36110163507800 1998-09-01 143.25194484344700 1998-10-01 143.50971912998500 1998-11-01 143.55574289018900 1998-12-01 143.62009044216100 1999-01-01 143.65457234366198 1999-02-01 143.46763550134500 1999-03-01 143.18068856827801 1999-04-01 144.75291380708100 1999-05-01 145.27104935479200 1999-06-01 145.44271487400900 1999-07-01 146.34235778019300 1999-08-01 146.36759502821198 1999-09-01 146.38032912438300 1999-10-01 146.40393197062400 1999-11-01 146.49763999315300 1999-12-01 146.50889972317700 2000-01-01 147.16545628622300 2000-02-01 147.63175483528602 2000-03-01 147.74349207356800 2000-04-01 147.11168083808099 2000-05-01 147.50039774740500 2000-06-01 147.93801570697500 2000-07-01 147.94648950633498 2000-08-01 148.39356165382400 2000-09-01 148.95076360422900 2000-10-01 148.33864453866400 2000-11-01 148.65924649331900 2000-12-01 149.16585718040500 2001-01-01 149.93008434961800 2001-02-01 150.55274075437800 2001-03-01 150.92645645700600 2001-04-01 151.94996467679400 2001-05-01 152.72374660128700 2001-06-01 153.29225166663701 2001-07-01 153.53016848646200 2001-08-01 154.21470050630000 2001-09-01 155.23314266719300 2001-10-01 156.64808493168300 2001-11-01 157.32766819169902 2001-12-01 157.94747147362100 2002-01-01 158.70761963761600 2002-02-01 160.08283591440300 2002-03-01 160.07605420139600 2002-04-01 160.57327682938900 2002-05-01 160.83741852838300 2002-06-01 161.01423332567000 2002-07-01 161.94394212095400 2002-08-01 162.60963485981400 2002-09-01 163.15093834722100 2002-10-01 163.39908051807900 2002-11-01 163.89779997675200 2002-12-01 164.45373497008498 2003-01-01 161.35535952075300 2003-02-01 161.49546127557400 2003-03-01 161.69078442863199 2003-04-01 162.31385807011500 2003-05-01 162.78031929141300 2003-06-01 161.68423761437500 2003-07-01 163.21999024063498 2003-08-01 163.13911445434200 2003-09-01 163.18218648926000 2003-10-01 163.25612255243800 2003-11-01 163.19181696478900 2003-12-01 162.75010728943400 2004-01-01 162.95046564584800 2004-02-01 162.84038438112802 2004-03-01 163.07312391226000 2004-04-01 162.67265556076902 2004-05-01 162.66778188156000 2004-06-01 161.77911561618401 2004-07-01 164.65795636456699 2004-08-01 163.86024877699800 2004-09-01 164.61552932343200 2004-10-01 165.35300230015199 2004-11-01 165.23041425879200 2004-12-01 166.14352459660700 2005-01-01 165.02152593387200 2005-02-01 165.34454010093600 2005-03-01 165.28578368204398 2005-04-01 165.09932961406500 2005-05-01 165.44872895062798 2005-06-01 165.70764030034800 2005-07-01 166.41968332820900 2005-08-01 166.99762870868100 2005-09-01 168.01831008633000 2005-10-01 167.39708469884300 2005-11-01 168.00814860133800 2005-12-01 168.92026500701002 2006-01-01 168.49251521664100 2006-02-01 169.45046653530100 2006-03-01 169.75076172464600 2006-04-01 169.60578493458598 2006-05-01 169.89733841872800 2006-06-01 170.25571183448700 2006-07-01 169.95408367967500 2006-08-01 169.89939893314000 2006-09-01 169.56509088635200 2006-10-01 169.69512692520598 2006-11-01 170.05309773728000 2006-12-01 170.13847224835300 2007-01-01 171.17488483067300 2007-02-01 170.71038961230200 2007-03-01 171.64116393588301 2007-04-01 172.60869061604000 2007-05-01 172.98133100903900 2007-06-01 173.57118885765500 2007-07-01 174.02164907933700 2007-08-01 174.47137150242700 2007-09-01 175.04687909304798 2007-10-01 175.18539632668202 2007-11-01 175.64288286203097 2007-12-01 176.14111199496700 2008-01-01 176.44652990918000 2008-02-01 176.84642016118000 2008-03-01 176.66804887310602 2008-04-01 177.45202109747300 2008-05-01 177.81575409136300 2008-06-01 177.70969829617002 2008-07-01 176.69226359342000 2008-08-01 177.71797689155800 2008-09-01 179.07379867980100 2008-10-01 180.06134580622300 2008-11-01 180.36903997327400 2008-12-01 180.89391147965600 2009-01-01 181.45714194796200 2009-02-01 181.69261008055300 2009-03-01 182.10638319824403 2009-04-01 182.22058225417400 2009-05-01 182.23556193222802 2009-06-01 181.58736680944900 2009-07-01 182.47927973099200 2009-08-01 183.00402429186403 2009-09-01 183.65651535994800 2009-10-01 183.94896621304700 2009-11-01 184.21366991301000 2009-12-01 184.58510618336300 2010-01-01 186.47965607222700 2010-02-01 185.76814747928000 2010-03-01 186.10499501455200 2010-04-01 185.50433607931402 2010-05-01 185.35645461565300 2010-06-01 184.41454104539199 2010-07-01 186.17485709959098 2010-08-01 186.02537302243000 2010-09-01 186.83407837211800 2010-10-01 186.77583926292700 2010-11-01 187.06526398844898 2010-12-01 187.01799394844502 2011-01-01 186.53138218643002 2011-02-01 186.30263589057898 2011-03-01 186.38946329719300 2011-04-01 187.29712721885898 2011-05-01 188.01194783788200 2011-06-01 187.24783869473998 2011-07-01 187.64947279380698 2011-08-01 187.98162797814400 2011-09-01 187.25973690491800 2011-10-01 187.11673661120997 2011-11-01 187.35112988661498 2011-12-01 187.93697621887600 2012-01-01 189.11048090096700 2012-02-01 190.06119511188400 2012-03-01 190.48994640127302 2012-04-01 191.43304194952597 2012-05-01 192.28279061750000 2012-06-01 192.66258557568000 2012-07-01 191.66712716576600 2012-08-01 192.38489618380800 2012-09-01 192.95571767236802 2012-10-01 193.40972096479302 2012-11-01 193.10744339534700 2012-12-01 193.02487828254903 2013-01-01 193.39294283911900 2013-02-01 193.57387674183200 2013-03-01 193.81064646430600 2013-04-01 193.15858045518600 2013-05-01 192.81117620866698 2013-06-01 193.87863563740400 2013-07-01 194.26161899238500 2013-08-01 195.04904915435700 2013-09-01 193.84822468834900 2013-10-01 193.64805408194500 2013-11-01 194.17250203043300 2013-12-01 194.68896697139700 2014-01-01 193.48330401883098 2014-02-01 192.54900637760000 2014-03-01 193.24558575516700 2014-04-01 193.41425658096600 2014-05-01 193.31510812475798 2014-06-01 193.67120625605100 2014-07-01 193.95804352616400 2014-08-01 194.13952865893500 2014-09-01 194.20433338728600 2014-10-01 194.95615352478802 2014-11-01 195.25183495191900 2014-12-01 195.56002344545600 2015-01-01 195.32187757020100 2015-02-01 195.52471477871600 2015-03-01 195.66170844644500 2015-04-01 196.49059282706799 2015-05-01 197.01073054197101 2015-06-01 196.91356993571300 2015-07-01 197.49794123643002 2015-08-01 197.66919748925900 2015-09-01 198.02198001202498 2015-10-01 198.56876059069901 2015-11-01 198.72053617458300 2015-12-01 199.90664851805698 2016-01-01 200.29650740917000 2016-02-01 200.86498719573400 2016-03-01 201.48957186360900 2016-04-01 201.23325462453800 2016-05-01 201.21754932246498 2016-06-01 200.46723444449900 2016-07-01 201.77332594074900 2016-08-01 202.14095053308998 2016-09-01 202.87637119283798 2016-10-01 202.27032468028800 2016-11-01 202.47973692551400 2016-12-01 202.31797740361900 2017-01-01 201.13886935422600 2017-02-01 201.57162027918702 2017-03-01 202.03212439359500 2017-04-01 202.31551152936200 2017-05-01 202.70437038515900 2017-06-01 202.54931473607900 2017-07-01 202.28344094093300 2017-08-01 202.24056195381900 2017-09-01 202.51431406009900 2017-10-01 202.31747962640900 2017-11-01 202.54914737993900 2017-12-01 202.38459969941502 2018-01-01 202.59675001314300 2018-02-01 202.94933980366500 2018-03-01 203.11378289965700 2018-04-01 203.42367831303198 2018-05-01 203.40160172094602 2018-06-01 203.72629233160000 2018-07-01 204.28240467041599 2018-08-01 204.59570746638400 2018-09-01 204.36813845636100 2018-10-01 204.46906752153302 2018-11-01 204.28165758160500 2018-12-01 204.55084048519000 2019-01-01 205.20952855190700 2019-02-01 205.99940047315602 2019-03-01 206.30452247901798 2019-04-01 206.27243034850102 2019-05-01 206.47877517145000 2019-06-01 206.73655097128898 2019-07-01 206.08726384955700 2019-08-01 206.31174720119500 2019-09-01 206.64138271755698 2019-10-01 205.93723341798500 2019-11-01 206.28088161257300 2019-12-01 206.95130645293202 2020-01-01 208.31734987264400 2020-02-01 207.81628881573002 2020-03-01 206.43730530876400 2020-04-01 185.49305543551202 2020-05-01 189.45571013204602 2020-06-01 193.52206591266000 2020-07-01 194.33173555519699 2020-08-01 194.33490162795897 2020-09-01 194.58613503317600 2020-10-01 195.52234903967700 2020-11-01 195.64005120688000 2020-12-01 195.59810492014500 2021-01-01 195.40946240847998 2021-02-01 194.85040351623698 2021-03-01 194.70226972278500 2021-04-01 194.75246658621700 2021-05-01 194.27484590120100 2021-06-01 193.51825916452998 2021-07-01 195.99024345923900 2021-08-01 194.21574417551400 2021-09-01 192.36911454933102 2021-10-01 194.26076876434400 2021-11-01 194.15160898246800 2021-12-01 193.48283789483200 2022-01-01 194.04166737840302 2022-02-01 193.97086086701302 2022-03-01 194.64690182214000 2022-04-01 195.41418653484200 2022-05-01 196.09333510880500 2022-06-01 196.73330829550500 2022-07-01 197.44158152179900 2022-08-01 198.29614548200297 2022-09-01 198.55032129283200 2022-10-01 198.25301318333499 2022-11-01 198.81657690972100 2022-12-01 199.18343042418900 2023-01-01 201.97162831130200 2023-02-01 201.23560661021200 2023-03-01 201.70553155417198 2023-04-01 201.96454508114400 2023-05-01 203.00020995300702 2023-06-01 203.52440262061000 2023-07-01 203.69700905672600 2023-08-01 204.21288935022400 2023-09-01 205.15358958788700 2023-10-01 206.27793732060397 2023-11-01 207.24568245737400 2023-12-01 207.87038053952500 2024-01-01 207.89836112877900 2024-02-01 209.26851827845502