Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Cleveland-Elyria, OH (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Cleveland-Elyria, OH (MSA)
Series ID SMU39174606561000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-10-01
Last Updated 2024-11-20 6:28 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 17.992219716262102
1990-02-01 17.571087846887200
1990-03-01 17.611076724764400
1990-04-01 17.573030263477000
1990-05-01 17.574966913188400
1990-06-01 17.841904218766700
1990-07-01 17.580474179826500
1990-08-01 17.666404704008500
1990-09-01 17.605547752640000
1990-10-01 17.358068797070100
1990-11-01 17.425563149805500
1990-12-01 17.424333910367302
1991-01-01 17.515388624370200
1991-02-01 17.469105555209900
1991-03-01 17.417128742635900
1991-04-01 17.463964348593900
1991-05-01 17.473990972229200
1991-06-01 17.652749035533800
1991-07-01 17.124503420566402
1991-08-01 17.332864081060700
1991-09-01 17.425335764144500
1991-10-01 17.446045466579800
1991-11-01 17.505391995716302
1991-12-01 17.520199892665100
1992-01-01 17.463041275528600
1992-02-01 17.469609630693000
1992-03-01 17.524827960074102
1992-04-01 17.430707411578900
1992-05-01 17.456944064268402
1992-06-01 17.352310544419000
1992-07-01 17.534745571220400
1992-08-01 17.544672909071300
1992-09-01 17.564787288622000
1992-10-01 17.827575830455600
1992-11-01 17.578541600655500
1992-12-01 17.619140210522500
1993-01-01 17.605433693956602
1993-02-01 17.661261255468500
1993-03-01 17.663804537233000
1993-04-01 17.575459250065700
1993-05-01 17.529753026693900
1993-06-01 17.553914762832100
1993-07-01 17.641635402062400
1993-08-01 17.646225453307200
1993-09-01 17.393630268674300
1993-10-01 17.540070946103100
1993-11-01 17.555250371997303
1993-12-01 17.510976440198400
1994-01-01 17.535227833326900
1994-02-01 17.575889428717000
1994-03-01 17.619299395439700
1994-04-01 17.830447021280197
1994-05-01 17.891007159621800
1994-06-01 18.048883823685300
1994-07-01 17.882946477327000
1994-08-01 17.850117138934900
1994-09-01 17.913080781886900
1994-10-01 18.017279963200604
1994-11-01 18.220014350739300
1994-12-01 18.274239986599800
1995-01-01 18.454046397294500
1995-02-01 18.555197475475500
1995-03-01 18.537119086654300
1995-04-01 18.801957512156900
1995-05-01 18.867601724647102
1995-06-01 18.959635207115900
1995-07-01 18.992354165976700
1995-08-01 19.117673602549900
1995-09-01 19.300386593626800
1995-10-01 19.360783413300602
1995-11-01 19.382056843987800
1995-12-01 19.517230331128200
1996-01-01 19.501459662313500
1996-02-01 19.552707153376000
1996-03-01 19.605328202030900
1996-04-01 19.498549398034100
1996-05-01 19.585319092607100
1996-06-01 19.553638606045800
1996-07-01 19.636321845404300
1996-08-01 19.718975278551103
1996-09-01 19.696242966606900
1996-10-01 19.836128424570500
1996-11-01 19.771758770535897
1996-12-01 19.798272755523400
1997-01-01 19.837922862803100
1997-02-01 19.757941427386800
1997-03-01 19.692016248466302
1997-04-01 19.713936760296400
1997-05-01 19.827583194675500
1997-06-01 20.135356771883000
1997-07-01 19.833422758735400
1997-08-01 19.920446924980000
1997-09-01 19.879086646490200
1997-10-01 19.665293787853500
1997-11-01 19.678225066340197
1997-12-01 19.700244795226800
1998-01-01 19.674123293401200
1998-02-01 19.730337741953896
1998-03-01 20.025094499360200
1998-04-01 20.387206849011800
1998-05-01 20.049108201671800
1998-06-01 20.351117412207802
1998-07-01 20.394056478994600
1998-08-01 20.431925707393397
1998-09-01 20.260537695100300
1998-10-01 20.540056145016000
1998-11-01 20.636944484758300
1998-12-01 20.580908995155603
1999-01-01 20.589525754582100
1999-02-01 20.483590282477000
1999-03-01 20.452762141231300
1999-04-01 20.470860225704200
1999-05-01 20.604436273503500
1999-06-01 20.863050555750900
1999-07-01 20.973140019818400
1999-08-01 21.162163682063102
1999-09-01 20.782266792097100
1999-10-01 20.794861251372500
1999-11-01 20.944823208069000
1999-12-01 20.955735213086200
2000-01-01 20.990769779163000
2000-02-01 20.965496860696000
2000-03-01 21.111113168720500
2000-04-01 21.065451581137200
2000-05-01 21.449851669432398
2000-06-01 21.527787927895100
2000-07-01 21.909910229956600
2000-08-01 22.102030336102800
2000-09-01 22.294427028369302
2000-10-01 22.016665821030003
2000-11-01 21.959242267016602
2000-12-01 22.125334735812302
2001-01-01 22.328450461615200
2001-02-01 22.492176927798600
2001-03-01 22.455012303521400
2001-04-01 22.655780861046000
2001-05-01 22.821328394322200
2001-06-01 22.860465427325398
2001-07-01 22.594267283771400
2001-08-01 22.317768478288002
2001-09-01 23.177535280637603
2001-10-01 23.440163559167600
2001-11-01 23.456021471733102
2001-12-01 23.567800366982397
2002-01-01 23.983840445975900
2002-02-01 24.462930951712604
2002-03-01 24.361804510153103
2002-04-01 24.526717831319200
2002-05-01 24.496689260265697
2002-06-01 24.425039070752398
2002-07-01 24.662268931743103
2002-08-01 24.683701355422200
2002-09-01 25.315387682859400
2002-10-01 25.524766982735200
2002-11-01 25.794279058217896
2002-12-01 25.754864824569600
2003-01-01 25.363227237571900
2003-02-01 25.374634253984198
2003-03-01 25.435907318610703
2003-04-01 25.640669181537500
2003-05-01 25.782587751440100
2003-06-01 25.242367688858000
2003-07-01 25.937460938713798
2003-08-01 26.174933213510197
2003-09-01 26.133278717162600
2003-10-01 26.621857477451602
2003-11-01 26.551382391722697
2003-12-01 25.900684520362898
2004-01-01 27.107647580395700
2004-02-01 26.955923065965802
2004-03-01 27.056837493694100
2004-04-01 27.227275241034103
2004-05-01 27.339095651015395
2004-06-01 26.786744498164800
2004-07-01 27.570006782401700
2004-08-01 26.982297447628003
2004-09-01 26.848982218763000
2004-10-01 26.787976405838900
2004-11-01 26.772436772951604
2004-12-01 26.743468150887300
2005-01-01 26.368252356523200
2005-02-01 26.640558774406600
2005-03-01 26.587498377318200
2005-04-01 25.396748172232300
2005-05-01 26.128106310760200
2005-06-01 26.457952357001400
2005-07-01 26.636492465783700
2005-08-01 26.777973760656500
2005-09-01 27.178130386229896
2005-10-01 27.069882601579298
2005-11-01 27.193277748943000
2005-12-01 27.163426212978500
2006-01-01 26.929848719524200
2006-02-01 27.174348460898700
2006-03-01 27.298291584734700
2006-04-01 26.669352953954200
2006-05-01 27.211826780748700
2006-06-01 27.782585859550800
2006-07-01 26.637680715517696
2006-08-01 26.780266622330398
2006-09-01 26.652115334771400
2006-10-01 26.902071271119000
2006-11-01 27.122070585901200
2006-12-01 26.995646367601400
2007-01-01 27.635622380182700
2007-02-01 27.038215143165100
2007-03-01 27.280091251553802
2007-04-01 27.418898326454897
2007-05-01 27.669325692215500
2007-06-01 27.579436091850400
2007-07-01 27.704625559439897
2007-08-01 28.065155689732900
2007-09-01 28.501529673649802
2007-10-01 28.609959168705302
2007-11-01 28.715384843038200
2007-12-01 29.095507376785303
2008-01-01 29.445033472059897
2008-02-01 29.340334791797105
2008-03-01 29.279583195567103
2008-04-01 29.422312573063397
2008-05-01 29.512294066770302
2008-06-01 29.496148448736600
2008-07-01 29.693576027177702
2008-08-01 29.775321460553002
2008-09-01 29.915038948514700
2008-10-01 30.051827080866698
2008-11-01 30.104546474274200
2008-12-01 30.270927452158197
2009-01-01 31.105877536270498
2009-02-01 31.128195229455700
2009-03-01 31.229057902780400
2009-04-01 31.239197044860397
2009-05-01 31.035970719182600
2009-06-01 30.788384961128700
2009-07-01 30.763174130658600
2009-08-01 30.890695493606803
2009-09-01 31.273670747248000
2009-10-01 31.440894533323803
2009-11-01 31.648938569696700
2009-12-01 31.815302250339500
2010-01-01 32.029132498423500
2010-02-01 31.719146098547500
2010-03-01 31.800996293437400
2010-04-01 31.352226733212103
2010-05-01 31.420907697706102
2010-06-01 30.893595011754698
2010-07-01 31.435888130885200
2010-08-01 31.382096816087800
2010-09-01 31.895406604560300
2010-10-01 31.911750461048500
2010-11-01 31.986296033809300
2010-12-01 32.074921016849700
2011-01-01 32.068552495182196
2011-02-01 32.090931925838000
2011-03-01 32.042794428002100
2011-04-01 32.244194837968000
2011-05-01 33.199543244541300
2011-06-01 32.282166479348895
2011-07-01 31.768619395588605
2011-08-01 31.755522582852300
2011-09-01 31.046081264119803
2011-10-01 30.902671017160202
2011-11-01 30.959484490655605
2011-12-01 30.831932993166800
2012-01-01 30.833499059786302
2012-02-01 31.446638441599003
2012-03-01 31.478027111144300
2012-04-01 32.222285878491400
2012-05-01 33.510035023881500
2012-06-01 33.233371495595100
2012-07-01 32.015796664968900
2012-08-01 32.047558002980600
2012-09-01 32.276610997751100
2012-10-01 31.929171940475197
2012-11-01 31.745825204022797
2012-12-01 31.543444055392800
2013-01-01 31.768123965691300
2013-02-01 31.831858032041000
2013-03-01 31.863272251336898
2013-04-01 31.402829540725900
2013-05-01 31.285551848264298
2013-06-01 31.990951335964700
2013-07-01 32.357547182398400
2013-08-01 32.813802200173996
2013-09-01 31.877370786333700
2013-10-01 32.102960428237700
2013-11-01 32.257439111466900
2013-12-01 32.530722712829196
2014-01-01 32.672917122650300
2014-02-01 32.088143741443400
2014-03-01 32.399989535175400
2014-04-01 32.441048806915000
2014-05-01 32.410633195759300
2014-06-01 32.530281630765800
2014-07-01 32.814425757524100
2014-08-01 32.766881475294300
2014-09-01 32.581593965638106
2014-10-01 32.920397505092204
2014-11-01 32.936394032528895
2014-12-01 32.891069643504700
2015-01-01 32.728062987830300
2015-02-01 32.815021164782400
2015-03-01 32.907505694362400
2015-04-01 33.112123415972000
2015-05-01 33.396678574989300
2015-06-01 33.496149848152000
2015-07-01 34.097106827183104
2015-08-01 33.984398024811800
2015-09-01 34.195454099560400
2015-10-01 34.260916719521600
2015-11-01 34.374022920036900
2015-12-01 34.953189380023900
2016-01-01 35.035962681389400
2016-02-01 35.514642478168300
2016-03-01 35.949303789121900
2016-04-01 35.499803742806290
2016-05-01 35.651737408111900
2016-06-01 35.400524599438210
2016-07-01 35.419498093278400
2016-08-01 35.494688194705795
2016-09-01 35.248572444307900
2016-10-01 35.284877800513100
2016-11-01 35.359570501070100
2016-12-01 35.262943321841400
2017-01-01 35.219533699374000
2017-02-01 35.514693647648800
2017-03-01 35.615197974495004
2017-04-01 35.675637418249295
2017-05-01 36.100097553027500
2017-06-01 35.643048796755710
2017-07-01 35.459595660135605
2017-08-01 35.579788651373500
2017-09-01 35.778152473806500
2017-10-01 35.626309447378500
2017-11-01 35.673809395580800
2017-12-01 35.513923669835800
2018-01-01 35.137562770071604
2018-02-01 35.452795628775200
2018-03-01 35.499103879641900
2018-04-01 36.034473413970700
2018-05-01 36.014765824419300
2018-06-01 36.131892881550400
2018-07-01 36.222690850262104
2018-08-01 36.311247205639300
2018-09-01 36.259902064798496
2018-10-01 36.397433708705900
2018-11-01 36.445054398973700
2018-12-01 36.517978182126200
2019-01-01 36.438303981678100
2019-02-01 36.739965302896600
2019-03-01 36.807410671090100
2019-04-01 36.960441908138400
2019-05-01 36.810769099299900
2019-06-01 36.978643076921394
2019-07-01 36.986475204781500
2019-08-01 36.741362882290794
2019-09-01 36.854672788084900
2019-10-01 36.392096652819000
2019-11-01 36.674794921863900
2019-12-01 37.044866213893200
2020-01-01 37.317315310156800
2020-02-01 36.548352294471000
2020-03-01 35.630300333843000
2020-04-01 33.442552959693300
2020-05-01 33.119307587602600
2020-06-01 33.197477696166800
2020-07-01 33.561869783192805
2020-08-01 33.379274767217495
2020-09-01 33.204384597279700
2020-10-01 33.012865598200804
2020-11-01 32.841287884371800
2020-12-01 32.609964192217800
2021-01-01 32.393133635760700
2021-02-01 32.173530838027000
2021-03-01 32.183647324174400
2021-04-01 32.285197000137600
2021-05-01 32.403215601903400
2021-06-01 32.197408983558400
2021-07-01 33.616303816510204
2021-08-01 32.622475789467300
2021-09-01 32.578183184998500
2021-10-01 32.825415702509800
2021-11-01 32.836048077183800
2021-12-01 32.331142466331600
2022-01-01 33.157139215911606
2022-02-01 33.165930802085100
2022-03-01 33.261870657596500
2022-04-01 33.183839202597600
2022-05-01 33.301512974545396
2022-06-01 33.632630744049600
2022-07-01 33.516497639057306
2022-08-01 33.602770651298500
2022-09-01 33.613592886281000
2022-10-01 33.590561266456600
2022-11-01 33.754400736017600
2022-12-01 33.565374192824400
2023-01-01 34.292993263889500
2023-02-01 34.144833346434396
2023-03-01 34.108162047064600
2023-04-01 34.273238807654600
2023-05-01 34.921856251701200
2023-06-01 35.053883523341696
2023-07-01 34.748499181923300
2023-08-01 34.885987832037500
2023-09-01 34.703113345736604
2023-10-01 34.796098208700400
2023-11-01 34.878709637270106
2023-12-01 34.987750078482400
2024-01-01 32.888485651959300
2024-02-01 34.764681917957304
2024-03-01 35.125659123309696
2024-04-01 34.639222896025500
2024-05-01 34.203905565071100
2024-06-01 31.721041796653900
2024-07-01 33.342717602061400
2024-08-01 34.128900546901605
2024-09-01 34.816677397355000
2024-10-01 35.000762249741804

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