NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-04-01 Last Updated: 2024-05-18 5:42 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 1990-01-01 119.84918806497500 1990-02-01 119.83760690438400 1990-03-01 120.11822748012000 1990-04-01 120.52188185652600 1990-05-01 120.29033640440399 1990-06-01 120.51540687422501 1990-07-01 120.09374016502701 1990-08-01 120.34462016433599 1990-09-01 120.54970356790501 1990-10-01 120.83841937813000 1990-11-01 120.91542890478901 1990-12-01 121.50048979654301 1991-01-01 121.29954893606000 1991-02-01 121.38325876643200 1991-03-01 121.70431743026600 1991-04-01 122.08993296753100 1991-05-01 122.43589650151400 1991-06-01 122.97799303280700 1991-07-01 122.95610708286699 1991-08-01 123.51878738774599 1991-09-01 124.03062042768700 1991-10-01 124.35079122132099 1991-11-01 124.92391210582800 1991-12-01 125.22171594027100 1992-01-01 125.30244061300199 1992-02-01 125.80867160720400 1992-03-01 126.06662281468400 1992-04-01 126.11041358637800 1992-05-01 126.75980276234500 1992-06-01 126.68262305404500 1992-07-01 127.39289295425100 1992-08-01 127.68602306922600 1992-09-01 127.34570565269800 1992-10-01 128.86604817008700 1992-11-01 128.44803174805202 1992-12-01 128.74305245949700 1993-01-01 129.31806451767900 1993-02-01 129.55123507608000 1993-03-01 129.63789940268100 1993-04-01 129.63715262408502 1993-05-01 129.91867489563900 1993-06-01 130.22311827937202 1993-07-01 131.37732366706499 1993-08-01 131.51634717927400 1993-09-01 130.86544464564000 1993-10-01 130.58481823980000 1993-11-01 130.84864645247802 1993-12-01 131.18537960243200 1994-01-01 131.89763599554800 1994-02-01 132.37213323021700 1994-03-01 132.92666171204598 1994-04-01 133.52941072627200 1994-05-01 133.77819648039900 1994-06-01 134.18824894582100 1994-07-01 134.74282447456900 1994-08-01 135.26830791418600 1994-09-01 135.35631005318600 1994-10-01 135.69954425935100 1994-11-01 136.23725447462500 1994-12-01 136.52912183497700 1995-01-01 136.73023932502400 1995-02-01 136.84587679130100 1995-03-01 136.86682037290400 1995-04-01 136.39136019866400 1995-05-01 136.99073003571200 1995-06-01 137.24162984248300 1995-07-01 137.62612463190100 1995-08-01 137.17789408873400 1995-09-01 138.03938690664000 1995-10-01 138.32432227252100 1995-11-01 138.44768941019100 1995-12-01 138.78661830806400 1996-01-01 138.42052667062800 1996-02-01 138.65590261979298 1996-03-01 138.82391327246000 1996-04-01 138.91419177300500 1996-05-01 139.73616444178802 1996-06-01 139.26065270466400 1996-07-01 138.08488073691300 1996-08-01 138.55989799813102 1996-09-01 138.96850676744400 1996-10-01 139.21718947380000 1996-11-01 139.13792630715000 1996-12-01 139.58412925656200 1997-01-01 138.75469985489600 1997-02-01 138.71710141648900 1997-03-01 138.55122664233900 1997-04-01 138.76969048721500 1997-05-01 138.75243300024500 1997-06-01 138.73644091681400 1997-07-01 138.60582745012600 1997-08-01 139.43725847412800 1997-09-01 139.87169507315500 1997-10-01 140.34466383375602 1997-11-01 141.05781525712800 1997-12-01 141.46855592716500 1998-01-01 141.71798668538202 1998-02-01 141.85225380262700 1998-03-01 142.31689831673600 1998-04-01 142.99177698892700 1998-05-01 142.99417707170100 1998-06-01 143.37450353571000 1998-07-01 143.52799223649200 1998-08-01 143.36109936306300 1998-09-01 143.25196520231100 1998-10-01 143.50972304664700 1998-11-01 143.55575152582200 1998-12-01 143.62015579309400 1999-01-01 143.65457454392700 1999-02-01 143.46760828967200 1999-03-01 143.18065546407300 1999-04-01 144.75286577597998 1999-05-01 145.27103991646800 1999-06-01 145.44270269778700 1999-07-01 146.34235750927800 1999-08-01 146.36759542525900 1999-09-01 146.38037997500800 1999-10-01 146.40395105767000 1999-11-01 146.49766407890800 1999-12-01 146.50899537465000 2000-01-01 147.16544419269000 2000-02-01 147.63171145713300 2000-03-01 147.74343025325300 2000-04-01 147.11159544736800 2000-05-01 147.50037664124300 2000-06-01 147.93799221785200 2000-07-01 147.94648411567800 2000-08-01 148.39357147298298 2000-09-01 148.95085469442802 2000-10-01 148.33869542422800 2000-11-01 148.65933091907800 2000-12-01 149.16601796430000 2001-01-01 149.92998774843600 2001-02-01 150.55264259219499 2001-03-01 150.92636225060200 2001-04-01 151.94986477325500 2001-05-01 152.72370286304300 2001-06-01 153.29221963307398 2001-07-01 153.53016877717400 2001-08-01 154.21473321928200 2001-09-01 155.23324991917400 2001-10-01 156.64818537064000 2001-11-01 157.32782035311000 2001-12-01 157.94770346928900 2002-01-01 158.70742427496100 2002-02-01 160.08267530718902 2002-03-01 160.07592553443800 2002-04-01 160.57316656921500 2002-05-01 160.83736445987302 2002-06-01 161.01419958740300 2002-07-01 161.94395127100100 2002-08-01 162.60968924995800 2002-09-01 163.15104873670400 2002-10-01 163.39920271718300 2002-11-01 163.89799717898600 2002-12-01 164.45404295322800 2003-01-01 161.35507140277500 2003-02-01 161.49525696272900 2003-03-01 161.69064656030400 2003-04-01 162.31377128061900 2003-05-01 162.78027077808000 2003-06-01 161.68421906277400 2003-07-01 163.22001904116800 2003-08-01 163.13917579871800 2003-09-01 163.18227851285100 2003-10-01 163.25622984347100 2003-11-01 163.19196745070698 2003-12-01 162.75035032722800 2004-01-01 162.95022851740100 2004-02-01 162.84021594945400 2004-03-01 163.07300146071600 2004-04-01 162.67259347893900 2004-05-01 162.66775549189200 2004-06-01 161.77910930695600 2004-07-01 164.65798590267700 2004-08-01 163.86029935377599 2004-09-01 164.61560020949700 2004-10-01 165.35306407287400 2004-11-01 165.23050123069100 2004-12-01 166.14371058220000 2005-01-01 165.02133606094500 2005-02-01 165.34443181144698 2005-03-01 165.28570343586600 2005-04-01 165.09930607056900 2005-05-01 165.44871624864900 2005-06-01 165.70764444283301 2005-07-01 166.41970868467200 2005-08-01 166.99766083545700 2005-09-01 168.01835409135800 2005-10-01 167.39711052368298 2005-11-01 168.00817748183098 2005-12-01 168.92036872558600 2006-01-01 168.49238396879200 2006-02-01 169.45042631361798 2006-03-01 169.75072864434900 2006-04-01 169.60578225442600 2006-05-01 169.89733605432300 2006-06-01 170.25571725987900 2006-07-01 169.95409746885000 2006-08-01 169.89941472454700 2006-09-01 169.56510978546400 2006-10-01 169.69513455589300 2006-11-01 170.05311037479999 2006-12-01 170.13854085610500 2007-01-01 171.17477043516800 2007-02-01 170.71037652639900 2007-03-01 171.64116213454702 2007-04-01 172.60869902604300 2007-05-01 172.98133288300100 2007-06-01 173.57119621877200 2007-07-01 174.02165839289300 2007-08-01 174.47137776838102 2007-09-01 175.04688507876600 2007-10-01 175.18540121085200 2007-11-01 175.64288810965198 2007-12-01 176.14113965830200 2008-01-01 176.44646059553500 2008-02-01 176.84641597990500 2008-03-01 176.66805408716700 2008-04-01 177.45202640850000 2008-05-01 177.81575969199298 2008-06-01 177.70970428193698 2008-07-01 176.69226946553502 2008-08-01 177.71798013655400 2008-09-01 179.07379997003200 2008-10-01 180.06135064405900 2008-11-01 180.36904278829200 2008-12-01 180.89391337580798 2009-01-01 181.45711480450300 2009-02-01 181.69260511023103 2009-03-01 182.10638450475602 2009-04-01 182.22058566004003 2009-05-01 182.23556696278800 2009-06-01 181.58737073537603 2009-07-01 182.47928334601897 2009-08-01 183.00402659721200 2009-09-01 183.65651572259102 2009-10-01 183.94896816898301 2009-11-01 184.21366902814000 2009-12-01 184.58510338878202 2010-01-01 186.47965010659198 2010-02-01 185.76814417416600 2010-03-01 186.10499402607500 2010-04-01 185.50433765935600 2010-05-01 185.35645781228297 2010-06-01 184.41454222582402 2010-07-01 186.17485889481100 2010-08-01 186.02537455363498 2010-09-01 186.83407817556198 2010-10-01 186.77583986351800 2010-11-01 187.06526343946900 2010-12-01 187.01799282415698 2011-01-01 186.53137941737202 2011-02-01 186.30263469326698 2011-03-01 186.38946284960300 2011-04-01 187.29712757242100 2011-05-01 188.01195093418100 2011-06-01 187.24783818196602 2011-07-01 187.64947362185700 2011-08-01 187.98162790775600 2011-09-01 187.25973711377102 2011-10-01 187.11673682718800 2011-11-01 187.35113019238000 2011-12-01 187.93697630483300 2012-01-01 189.11048076663800 2012-02-01 190.06119202252700 2012-03-01 190.48994639198398 2012-04-01 191.43304064598000 2012-05-01 192.28279164024000 2012-06-01 192.66258153342602 2012-07-01 191.66712817282800 2012-08-01 192.38489892550598 2012-09-01 192.95572539806100 2012-10-01 193.40973050224602 2012-11-01 193.10744875058498 2012-12-01 193.02487401161300 2013-01-01 193.39292912492598 2013-02-01 193.57385420270302 2013-03-01 193.81063893232000 2013-04-01 193.15858244670200 2013-05-01 192.81118747500600 2013-06-01 193.87863992524200 2013-07-01 194.26162479071300 2013-08-01 195.04905863444400 2013-09-01 193.84824593981300 2013-10-01 193.64808389465900 2013-11-01 194.17251681634602 2013-12-01 194.68894808755100 2014-01-01 193.48324755967500 2014-02-01 192.54893223088402 2014-03-01 193.24555700944902 2014-04-01 193.41427832170900 2014-05-01 193.31516327360300 2014-06-01 193.67122273403900 2014-07-01 193.95806339975600 2014-08-01 194.13955047805698 2014-09-01 194.20437533923197 2014-10-01 194.95620646534599 2014-11-01 195.25186324030800 2014-12-01 195.56002368048500 2015-01-01 195.32185044991200 2015-02-01 195.52430766967400 2015-03-01 195.66170435017700 2015-04-01 196.49058357612202 2015-05-01 197.01112659701099 2015-06-01 196.91346639576600 2015-07-01 197.49789884694400 2015-08-01 197.66922002653800 2015-09-01 198.02208453028000 2015-10-01 198.56890634995202 2015-11-01 198.72064977655202 2015-12-01 199.90669092139100 2016-01-01 200.29646264552503 2016-02-01 200.86415717789800 2016-03-01 201.48954971522400 2016-04-01 201.23319992945300 2016-05-01 201.21829496745800 2016-06-01 200.46696621161400 2016-07-01 201.77315474640800 2016-08-01 202.14096211989700 2016-09-01 202.87663027640100 2016-10-01 202.27072913838700 2016-11-01 202.48008716561100 2016-12-01 202.31809763603098 2017-01-01 201.13871457377800 2017-02-01 201.57023397770402 2017-03-01 202.03200131416700 2017-04-01 202.31535660690000 2017-05-01 202.70538852558200 2017-06-01 202.54894156635500 2017-07-01 202.28315611332297 2017-08-01 202.24037213638800 2017-09-01 202.51422344144402 2017-10-01 202.31932990209000 2017-11-01 202.55016154827302 2017-12-01 202.38424049148898 2018-01-01 202.59633943897800 2018-02-01 202.94715741268600 2018-03-01 203.11331736458402 2018-04-01 203.42416886440603 2018-05-01 203.40282220563600 2018-06-01 203.72587990984297 2018-07-01 204.28172429366100 2018-08-01 204.59456837503600 2018-09-01 204.36688757403700 2018-10-01 204.47222916273103 2018-11-01 204.28408409925498 2018-12-01 204.55125528166000 2019-01-01 205.20996805402302 2019-02-01 205.99686685631000 2019-03-01 206.30343994630698 2019-04-01 206.27272147370400 2019-05-01 206.47896844049000 2019-06-01 206.73527571323100 2019-07-01 206.08568410779898 2019-08-01 206.30801205202400 2019-09-01 206.63924644917200 2019-10-01 205.94319883263500 2019-11-01 206.28787154082100 2019-12-01 206.95546467016600 2020-01-01 208.31961149926997 2020-02-01 207.81166460231000 2020-03-01 206.43227368400798 2020-04-01 185.49066219784302 2020-05-01 189.45423997998200 2020-06-01 193.51936748031798 2020-07-01 194.32840317247300 2020-08-01 194.33026528903500 2020-09-01 194.58646046529000 2020-10-01 195.52819686128900 2020-11-01 195.64527639989100 2020-12-01 195.63351091612597 2021-01-01 195.40920628609200 2021-02-01 194.83360485084100 2021-03-01 194.68624560348098 2021-04-01 194.74195588390302 2021-05-01 194.26835918015700 2021-06-01 193.51386433005700 2021-07-01 195.98795318523602 2021-08-01 194.21365411789500 2021-09-01 192.37586886789398 2021-10-01 194.27228408464600 2021-11-01 194.16323458489900 2021-12-01 193.56465829235700 2022-01-01 194.02154148115102 2022-02-01 193.94171896331700 2022-03-01 194.58222664996200 2022-04-01 195.40614894909902 2022-05-01 196.08626172474900 2022-06-01 196.72897208858900 2022-07-01 197.44383634576198 2022-08-01 198.30372655808102 2022-09-01 198.56822762677300 2022-10-01 198.27633330469800 2022-11-01 198.83811058446800 2022-12-01 199.31859252975200 2023-01-01 201.93890829748900 2023-02-01 201.20212912719000 2023-03-01 201.53486125682800 2023-04-01 201.94949215959500 2023-05-01 202.99832927998600 2023-06-01 203.52554972219602 2023-07-01 203.71187749820000 2023-08-01 204.23641043386502 2023-09-01 205.18594919103100 2023-10-01 206.32365960324000 2023-11-01 207.29695908894902 2023-12-01 208.02877171661999 2024-01-01 207.86096404469600 2024-02-01 209.55514229384500 2024-03-01 210.37125765012698 2024-04-01 210.43080091891102