Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Cincinnati, OH-KY-IN (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Cincinnati, OH-KY-IN (MSA)
Series ID SMU39171406561000001SA
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 5:00 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 12.016411442999198
1990-02-01 11.887800410741400
1990-03-01 12.049383312220800
1990-04-01 12.151195207117200
1990-05-01 12.292455337483599
1990-06-01 12.416563810645002
1990-07-01 12.169153750248300
1990-08-01 12.224325007204401
1990-09-01 12.253325595794400
1990-10-01 12.223123059158500
1990-11-01 12.233083251180501
1990-12-01 12.194685737034800
1991-01-01 12.223757959822500
1991-02-01 12.157731050395900
1991-03-01 12.231047632292200
1991-04-01 12.255750163921098
1991-05-01 12.111610172848800
1991-06-01 12.343589499956500
1991-07-01 12.261728709316499
1991-08-01 12.238293689814300
1991-09-01 12.139206223532100
1991-10-01 12.126591403903500
1991-11-01 12.134068678769600
1991-12-01 12.096451450420599
1992-01-01 12.032712888564902
1992-02-01 12.013779443529401
1992-03-01 12.027338894318301
1992-04-01 11.958519061353400
1992-05-01 12.018115848517600
1992-06-01 12.095279899829400
1992-07-01 12.055377063117400
1992-08-01 12.049713083448902
1992-09-01 12.005959290215099
1992-10-01 12.117248487187500
1992-11-01 12.037092831021200
1992-12-01 12.000416653067100
1993-01-01 12.558285001158700
1993-02-01 12.245340263243700
1993-03-01 12.217514756687400
1993-04-01 12.142743728367500
1993-05-01 12.122325979713800
1993-06-01 11.987570831713901
1993-07-01 12.071188240348402
1993-08-01 11.973314231724600
1993-09-01 12.032122170083198
1993-10-01 11.922903495281900
1993-11-01 12.013586965632800
1993-12-01 11.902366383818400
1994-01-01 11.876866208307000
1994-02-01 11.617443220421698
1994-03-01 11.819031578040700
1994-04-01 12.015164341263000
1994-05-01 11.992401110619600
1994-06-01 12.095111456052600
1994-07-01 12.027544487244100
1994-08-01 12.108616207514501
1994-09-01 11.663180989298100
1994-10-01 12.097533696405900
1994-11-01 11.998477402664001
1994-12-01 12.005468451036998
1995-01-01 12.217992602325400
1995-02-01 11.977674076213200
1995-03-01 11.870053710980999
1995-04-01 11.705948545358698
1995-05-01 11.750401960867698
1995-06-01 11.892754810350402
1995-07-01 11.995978107795901
1995-08-01 11.955185119171600
1995-09-01 12.083269949376199
1995-10-01 11.886818352042301
1995-11-01 11.965441774934900
1995-12-01 11.993363222391300
1996-01-01 11.954554813587300
1996-02-01 11.982394019334100
1996-03-01 12.005983040071800
1996-04-01 12.069320746296000
1996-05-01 12.067353528263100
1996-06-01 11.888518943603803
1996-07-01 11.869263373221800
1996-08-01 12.024018769850600
1996-09-01 12.051934204179199
1996-10-01 12.139872496310500
1996-11-01 12.133394744624800
1996-12-01 12.066791647571800
1997-01-01 12.202047253404400
1997-02-01 12.172585554998697
1997-03-01 12.229674120038600
1997-04-01 12.153533550113900
1997-05-01 12.207343965573900
1997-06-01 12.179902773815500
1997-07-01 12.043094358573900
1997-08-01 12.008562295452400
1997-09-01 12.044114584151599
1997-10-01 12.018384247102200
1997-11-01 11.993795257021999
1997-12-01 12.016411106874301
1998-01-01 11.930503672039402
1998-02-01 11.862555433772900
1998-03-01 11.890136863597801
1998-04-01 11.934793585139900
1998-05-01 11.998876682448099
1998-06-01 12.030461740953697
1998-07-01 12.202809984515900
1998-08-01 12.201506745729802
1998-09-01 12.166330740661900
1998-10-01 12.090168085434700
1998-11-01 12.045878752311600
1998-12-01 12.076853338121400
1999-01-01 11.941510374601199
1999-02-01 12.011647963198000
1999-03-01 11.743565339003402
1999-04-01 12.009750155215200
1999-05-01 12.003230932838399
1999-06-01 11.958458634837802
1999-07-01 11.944860121283801
1999-08-01 11.999335232524800
1999-09-01 12.019207528913600
1999-10-01 12.060621511730100
1999-11-01 12.087050607453302
1999-12-01 12.044923775534599
2000-01-01 11.893420542829500
2000-02-01 12.067498727166100
2000-03-01 11.991230018685200
2000-04-01 11.883282309477902
2000-05-01 11.828504103327500
2000-06-01 11.878275902976698
2000-07-01 11.909706955384200
2000-08-01 11.912420752680301
2000-09-01 11.881975051262698
2000-10-01 11.544816168283100
2000-11-01 11.748125739024001
2000-12-01 11.833110367780700
2001-01-01 11.600668699566800
2001-02-01 11.554789482016500
2001-03-01 11.584678076922500
2001-04-01 11.562257502886100
2001-05-01 11.648829709171801
2001-06-01 11.550093837377200
2001-07-01 11.229416584497200
2001-08-01 11.496461677226100
2001-09-01 11.544256341517100
2001-10-01 11.706917478257502
2001-11-01 11.690592519074800
2001-12-01 11.815278531425300
2002-01-01 11.912880124315800
2002-02-01 11.837924532884400
2002-03-01 11.877387140386300
2002-04-01 11.905448506788199
2002-05-01 11.876323362561900
2002-06-01 11.827865815969698
2002-07-01 11.620134679897198
2002-08-01 11.930909852861000
2002-09-01 12.001510565127301
2002-10-01 12.085898328048000
2002-11-01 12.106751753924101
2002-12-01 12.199117263171502
2003-01-01 12.668092408550100
2003-02-01 12.426195261724200
2003-03-01 12.290167927218200
2003-04-01 12.220444175352302
2003-05-01 12.275163035463500
2003-06-01 12.489162038527901
2003-07-01 12.685564447729302
2003-08-01 12.882290195372200
2003-09-01 13.177363600546801
2003-10-01 13.152400291723199
2003-11-01 13.388737801774301
2003-12-01 13.374368286554699
2004-01-01 13.442546432555000
2004-02-01 13.440549333483501
2004-03-01 13.565645983277200
2004-04-01 13.647844788129001
2004-05-01 13.704836539285600
2004-06-01 13.866978745241498
2004-07-01 13.859541831243000
2004-08-01 13.577078218423901
2004-09-01 13.681916858995700
2004-10-01 13.831746611151900
2004-11-01 13.949839534854000
2004-12-01 13.986787623889900
2005-01-01 14.045320390516400
2005-02-01 14.060613710515401
2005-03-01 14.067590916689200
2005-04-01 14.393980648142700
2005-05-01 14.206623755956900
2005-06-01 14.532496031866000
2005-07-01 14.054659520137902
2005-08-01 14.249471302183800
2005-09-01 14.038359705831200
2005-10-01 14.132462140929698
2005-11-01 14.060874040115900
2005-12-01 14.221592140525301
2006-01-01 14.368525573079200
2006-02-01 14.690185967527500
2006-03-01 14.440617120344700
2006-04-01 14.318057191353100
2006-05-01 14.391214638483300
2006-06-01 15.031925676197300
2006-07-01 14.542180240282200
2006-08-01 14.625712607256400
2006-09-01 14.659243063561801
2006-10-01 14.814823557710800
2006-11-01 14.803202229275598
2006-12-01 14.843560989938300
2007-01-01 14.841409727649300
2007-02-01 14.927150041976800
2007-03-01 14.846269437000899
2007-04-01 14.893956141151500
2007-05-01 14.929731346772700
2007-06-01 15.048285898049901
2007-07-01 14.997063316077002
2007-08-01 15.104393265232902
2007-09-01 15.347891330718200
2007-10-01 15.223165979329000
2007-11-01 15.437951840420200
2007-12-01 15.470579444493401
2008-01-01 15.541465892198902
2008-02-01 15.584969764138501
2008-03-01 15.845117820441300
2008-04-01 15.757661687824000
2008-05-01 15.731153124317801
2008-06-01 15.073467512321200
2008-07-01 15.711222504316800
2008-08-01 15.546282133479100
2008-09-01 15.671058615665000
2008-10-01 15.727860324531500
2008-11-01 15.812795931467200
2008-12-01 15.793634328123400
2009-01-01 15.834324105176599
2009-02-01 15.837376383748500
2009-03-01 15.821576844493501
2009-04-01 16.008160741041998
2009-05-01 15.970399850640302
2009-06-01 15.784911145066900
2009-07-01 16.196849284231902
2009-08-01 15.448617121316099
2009-09-01 15.898231059244900
2009-10-01 16.168606944748300
2009-11-01 16.533867923135098
2009-12-01 16.223557399605500
2010-01-01 16.290910661652998
2010-02-01 16.443401130293800
2010-03-01 16.531682160103200
2010-04-01 16.810328282651400
2010-05-01 16.908438163540097
2010-06-01 16.839561527132197
2010-07-01 17.261798702722800
2010-08-01 17.374918681230100
2010-09-01 17.322686612008802
2010-10-01 17.301111011802200
2010-11-01 17.345033346607200
2010-12-01 17.549489752707600
2011-01-01 17.451901886893200
2011-02-01 17.518056960656700
2011-03-01 17.592007155592900
2011-04-01 17.571661044361000
2011-05-01 17.703032304396800
2011-06-01 17.916922870034200
2011-07-01 17.827099378252400
2011-08-01 17.894750792748000
2011-09-01 17.813711837277900
2011-10-01 17.665247213504300
2011-11-01 17.639236048830700
2011-12-01 17.808751017599896
2012-01-01 18.032644764924700
2012-02-01 18.089330572177698
2012-03-01 18.021804285169800
2012-04-01 17.969814767570300
2012-05-01 18.073201179021500
2012-06-01 18.136476392666896
2012-07-01 17.771451461975400
2012-08-01 18.020625061277100
2012-09-01 18.782694758822200
2012-10-01 18.475737178062698
2012-11-01 18.554577505327200
2012-12-01 18.311491204555200
2013-01-01 18.311150957071000
2013-02-01 18.596263776522600
2013-03-01 18.323637395315398
2013-04-01 19.073371172073300
2013-05-01 19.110098430348200
2013-06-01 19.267002258699602
2013-07-01 19.316550384592603
2013-08-01 19.062969601596603
2013-09-01 18.852093503747700
2013-10-01 18.778676468629600
2013-11-01 18.935361045661800
2013-12-01 18.743241845907100
2014-01-01 18.874862362323600
2014-02-01 18.479136977271498
2014-03-01 18.308455254426000
2014-04-01 18.182845879531000
2014-05-01 18.292904503179700
2014-06-01 18.337126886209300
2014-07-01 19.113813024920700
2014-08-01 18.981143948726600
2014-09-01 19.078299884833100
2014-10-01 18.946981809914500
2014-11-01 18.902584245992600
2014-12-01 19.165710929543103
2015-01-01 19.073333624414000
2015-02-01 18.825948556942700
2015-03-01 19.127691649163900
2015-04-01 19.142041671792700
2015-05-01 19.040168598521900
2015-06-01 19.031890304077802
2015-07-01 18.798674010596500
2015-08-01 18.824233122647800
2015-09-01 18.968842130426600
2015-10-01 19.192393042595700
2015-11-01 19.166502832526900
2015-12-01 19.125765336706900
2016-01-01 18.834840481989602
2016-02-01 19.009936318675500
2016-03-01 19.128988341801800
2016-04-01 18.885639556479300
2016-05-01 18.856638094096603
2016-06-01 18.693604805368400
2016-07-01 18.670938708644300
2016-08-01 18.520395998334397
2016-09-01 18.562065022749398
2016-10-01 18.253560735494400
2016-11-01 18.270897243286400
2016-12-01 18.171160116434000
2017-01-01 18.359981790857198
2017-02-01 18.331846834570800
2017-03-01 18.395310388887697
2017-04-01 18.213271135280700
2017-05-01 18.236827407809802
2017-06-01 18.713048884705300
2017-07-01 17.567927685169803
2017-08-01 17.714575960020200
2017-09-01 17.976398730284398
2017-10-01 18.084573847116600
2017-11-01 18.017988164697197
2017-12-01 18.176853925583302
2018-01-01 18.100778468594600
2018-02-01 18.448393233455400
2018-03-01 18.057840934847800
2018-04-01 17.825685913102700
2018-05-01 17.845833619333600
2018-06-01 17.577807543008100
2018-07-01 17.102046658733700
2018-08-01 17.162297272962302
2018-09-01 17.525952189595900
2018-10-01 17.730822882648700
2018-11-01 17.737957591634398
2018-12-01 17.622487946835697
2019-01-01 17.792335780602800
2019-02-01 17.746072087155200
2019-03-01 17.658696318236600
2019-04-01 17.967171239640300
2019-05-01 17.978080285966800
2019-06-01 18.088080726576000
2019-07-01 17.974398908088100
2019-08-01 17.895767525992103
2019-09-01 17.958565372804300
2019-10-01 17.665360323548400
2019-11-01 17.564449738463498
2019-12-01 17.659202785703897
2020-01-01 17.563413683666600
2020-02-01 17.628808673046800
2020-03-01 17.459133365386500
2020-04-01 14.156926092469599
2020-05-01 14.237778725597698
2020-06-01 14.356942912273800
2020-07-01 15.388927216057198
2020-08-01 15.505944934763802
2020-09-01 15.589772460121200
2020-10-01 15.703255730408600
2020-11-01 15.945427891529200
2020-12-01 15.960463741844200
2021-01-01 15.989968781891400
2021-02-01 16.086792621648800
2021-03-01 16.278045444151303
2021-04-01 16.507854960470600
2021-05-01 16.355565708027502
2021-06-01 16.628012241180198
2021-07-01 17.347640608040100
2021-08-01 17.012464929807102
2021-09-01 16.369269754121500
2021-10-01 17.088320883465300
2021-11-01 16.932208726546900
2021-12-01 16.902469102835500
2022-01-01 16.959372232145900
2022-02-01 17.117709535457300
2022-03-01 17.154577164005500
2022-04-01 17.306666940194000
2022-05-01 17.287500168815598
2022-06-01 17.373542089289300
2022-07-01 18.092623095833100
2022-08-01 17.834007862801002
2022-09-01 17.742437296990897
2022-10-01 17.517679539373300
2022-11-01 17.588205293740300
2022-12-01 17.812256353365100
2023-01-01 18.126804842360603
2023-02-01 18.058023708435500
2023-03-01 18.199567615718000
2023-04-01 18.039039615951200
2023-05-01 18.369015018477100
2023-06-01 18.545750257884897
2023-07-01 18.645737653534102
2023-08-01 18.526791944496800
2023-09-01 18.330808794875600
2023-10-01 18.577613979112000
2023-11-01 18.689649292242600
2023-12-01 18.592100873084604
2024-01-01 17.982766250731700
2024-02-01 18.510024749093300
2024-03-01 18.694855314730700
2024-04-01 18.376353465388200
2024-05-01 18.363248136639700
2024-06-01 17.574096941517600
2024-07-01 18.233351541666800
2024-08-01 18.372869290821400
2024-09-01 18.778073015797000
2024-10-01 18.793099283857700

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