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 2024-11-01
Last Updated 2024-12-21 5:16 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 12.096451450420700
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 12.032122170083100
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 12.044114584151700
1997-10-01 12.018384247102200
1997-11-01 11.993795257021999
1997-12-01 12.016411106874402
1998-01-01 11.930503672039300
1998-02-01 11.862555433772900
1998-03-01 11.890136863597801
1998-04-01 11.934793585139900
1998-05-01 11.998876682448198
1998-06-01 12.030461740953697
1998-07-01 12.202809984515900
1998-08-01 12.201506745729699
1998-09-01 12.166330740661700
1998-10-01 12.090168085434500
1998-11-01 12.045878752311499
1998-12-01 12.076853338121800
1999-01-01 11.941510374601000
1999-02-01 12.011647963198302
1999-03-01 11.743565339003698
1999-04-01 12.009750155215400
1999-05-01 12.003230932838500
1999-06-01 11.958458634837699
1999-07-01 11.944860121283500
1999-08-01 11.999335232524299
1999-09-01 12.019207528912801
1999-10-01 12.060621511729500
1999-11-01 12.087050607453198
1999-12-01 12.044923775535700
2000-01-01 11.893420542829900
2000-02-01 12.067498727167198
2000-03-01 11.991230018686100
2000-04-01 11.883282309478400
2000-05-01 11.828504103327301
2000-06-01 11.878275902976100
2000-07-01 11.909706955383600
2000-08-01 11.912420752678699
2000-09-01 11.881975051260600
2000-10-01 11.544816168281200
2000-11-01 11.748125739022699
2000-12-01 11.833110367781200
2001-01-01 11.600668699566800
2001-02-01 11.554789482030301
2001-03-01 11.584678076923199
2001-04-01 11.562257502886400
2001-05-01 11.648829709164400
2001-06-01 11.550093837375801
2001-07-01 11.229416584495699
2001-08-01 11.496461677223001
2001-09-01 11.544256341513600
2001-10-01 11.706917478254500
2001-11-01 11.690592519073000
2001-12-01 11.815278531425900
2002-01-01 11.912880124317200
2002-02-01 11.837924532913402
2002-03-01 11.877387140387900
2002-04-01 11.905448506788002
2002-05-01 11.876323362545700
2002-06-01 11.827865815966302
2002-07-01 11.620134679894301
2002-08-01 11.930909852845799
2002-09-01 12.001510565123999
2002-10-01 12.085898328046000
2002-11-01 12.106751753923400
2002-12-01 12.199117263174000
2003-01-01 12.668092408555700
2003-02-01 12.426195261772499
2003-03-01 12.290167927223802
2003-04-01 12.220444175356500
2003-05-01 12.275163035443900
2003-06-01 12.489162038485999
2003-07-01 12.685564447729100
2003-08-01 12.882290195346197
2003-09-01 13.177363600545402
2003-10-01 13.152400291722099
2003-11-01 13.388737801770400
2003-12-01 13.374368286549500
2004-01-01 13.442546432547100
2004-02-01 13.440549333515700
2004-03-01 13.565645983267300
2004-04-01 13.647844788155401
2004-05-01 13.704836539379698
2004-06-01 13.866978745293400
2004-07-01 13.859541831491900
2004-08-01 13.577078218578599
2004-09-01 13.681916859031999
2004-10-01 13.831746610839200
2004-11-01 13.949839534235101
2004-12-01 13.986787623243199
2005-01-01 14.045320390143800
2005-02-01 14.060613710678101
2005-03-01 14.067590917322700
2005-04-01 14.393980649197000
2005-05-01 14.206623757123400
2005-06-01 14.532496032521902
2005-07-01 14.054659520367300
2005-08-01 14.249471301491498
2005-09-01 14.038359704377802
2005-10-01 14.132462138634901
2005-11-01 14.060874037690400
2005-12-01 14.221592139670800
2006-01-01 14.368525574630802
2006-02-01 14.690185971130099
2006-03-01 14.440617124410801
2006-04-01 14.318057194362700
2006-05-01 14.391214639320099
2006-06-01 15.031925673417199
2006-07-01 14.542180236557600
2006-08-01 14.625712602725699
2006-09-01 14.659243059842698
2006-10-01 14.814823553883600
2006-11-01 14.803202226074701
2006-12-01 14.843560991640699
2007-01-01 14.841409732883700
2007-02-01 14.927150046934500
2007-03-01 14.846269436586500
2007-04-01 14.893956185780802
2007-05-01 14.929731328236999
2007-06-01 15.048285873377099
2007-07-01 14.997063303387899
2007-08-01 15.104393250712700
2007-09-01 15.347891327600200
2007-10-01 15.223165981777802
2007-11-01 15.437951851353600
2007-12-01 15.470579450163400
2008-01-01 15.541465894019598
2008-02-01 15.584969756813700
2008-03-01 15.845117812776001
2008-04-01 15.757661801368801
2008-05-01 15.731153134688899
2008-06-01 15.073467284578900
2008-07-01 15.711222538018500
2008-08-01 15.546282143169300
2008-09-01 15.671058635829900
2008-10-01 15.727860356448698
2008-11-01 15.812795986180198
2008-12-01 15.793634359613400
2009-01-01 15.834324099753198
2009-02-01 15.837376342899600
2009-03-01 15.821576804728900
2009-04-01 16.008160914207400
2009-05-01 15.970399900790700
2009-06-01 15.784910711959900
2009-07-01 16.196849319097200
2009-08-01 15.448617033847900
2009-09-01 15.898230965140900
2009-10-01 16.168606951483200
2009-11-01 16.533868123586302
2009-12-01 16.223557702176002
2010-01-01 16.290910931991000
2010-02-01 16.443401263829100
2010-03-01 16.531682163196900
2010-04-01 16.810328257497500
2010-05-01 16.908437857359300
2010-06-01 16.839560266493800
2010-07-01 17.261800568914403
2010-08-01 17.374917525568500
2010-09-01 17.322685716759402
2010-10-01 17.301110418771803
2010-11-01 17.345033365108500
2010-12-01 17.549490321779498
2011-01-01 17.451906118393600
2011-02-01 17.518057730680900
2011-03-01 17.592005051979000
2011-04-01 17.571660970179000
2011-05-01 17.703031533633300
2011-06-01 17.916921038923398
2011-07-01 17.827102782332698
2011-08-01 17.894747991332300
2011-09-01 17.813709597326200
2011-10-01 17.665245183553000
2011-11-01 17.639234534670200
2011-12-01 17.808749926863400
2012-01-01 18.032664057063500
2012-02-01 18.089329883182600
2012-03-01 18.021798234394200
2012-04-01 17.969813567618200
2012-05-01 18.073199480483602
2012-06-01 18.136473992163800
2012-07-01 17.771453667932500
2012-08-01 18.020621628070900
2012-09-01 18.782692073836397
2012-10-01 18.475734550054000
2012-11-01 18.554574850484000
2012-12-01 18.311488128054400
2013-01-01 18.311184428519700
2013-02-01 18.596265760543698
2013-03-01 18.323624494038700
2013-04-01 19.073366429780000
2013-05-01 19.110094832191500
2013-06-01 19.267000062771803
2013-07-01 19.316547902267000
2013-08-01 19.062968160302802
2013-09-01 18.852092723503400
2013-10-01 18.778675160485800
2013-11-01 18.935358416110500
2013-12-01 18.743238474938000
2014-01-01 18.874907153720600
2014-02-01 18.479146462353700
2014-03-01 18.308422554578700
2014-04-01 18.182842765830000
2014-05-01 18.292902938301000
2014-06-01 18.337126937729900
2014-07-01 19.113806720314397
2014-08-01 18.981144509078600
2014-09-01 19.078297215412600
2014-10-01 18.946976054412698
2014-11-01 18.902577998753898
2014-12-01 19.165709928415900
2015-01-01 19.073373190161700
2015-02-01 18.825982412724102
2015-03-01 19.127655244920900
2015-04-01 19.142053887156700
2015-05-01 19.040171271735698
2015-06-01 19.031851734779398
2015-07-01 18.798658324134500
2015-08-01 18.824295184915500
2015-09-01 18.968804040542500
2015-10-01 19.192354496068198
2015-11-01 19.166474937110300
2015-12-01 19.125759191317602
2016-01-01 18.834877417592400
2016-02-01 19.010035115647103
2016-03-01 19.128970464107198
2016-04-01 18.885686355579600
2016-05-01 18.856663842943302
2016-06-01 18.693547959887603
2016-07-01 18.670792733844102
2016-08-01 18.520449424542400
2016-09-01 18.562026515295997
2016-10-01 18.253529735296300
2016-11-01 18.270901728214700
2016-12-01 18.171191096011600
2017-01-01 18.360011271712800
2017-02-01 18.331907498957600
2017-03-01 18.395678471734897
2017-04-01 18.213084838657600
2017-05-01 18.236612643802303
2017-06-01 18.712791889113397
2017-07-01 17.567639872697303
2017-08-01 17.714736404202700
2017-09-01 17.976590623494100
2017-10-01 18.084808695975802
2017-11-01 18.018219255163103
2017-12-01 18.177001428807300
2018-01-01 18.100759613893200
2018-02-01 18.448254291741100
2018-03-01 18.058365549878303
2018-04-01 17.824923535024100
2018-05-01 17.845120665597000
2018-06-01 17.577330335869200
2018-07-01 17.101880940988800
2018-08-01 17.162804315803598
2018-09-01 17.526770910655700
2018-10-01 17.731566004434700
2018-11-01 17.738454804955100
2018-12-01 17.622642709610396
2019-01-01 17.792139926607600
2019-02-01 17.745645225715300
2019-03-01 17.659473065901900
2019-04-01 17.965841769920303
2019-05-01 17.975772401105800
2019-06-01 18.086628423873000
2019-07-01 17.973736391039502
2019-08-01 17.898088960738000
2019-09-01 17.960196839205600
2019-10-01 17.671467348769200
2019-11-01 17.562683115784100
2019-12-01 17.657617964936897
2020-01-01 17.562132640290198
2020-02-01 17.627959625587600
2020-03-01 17.459406231683400
2020-04-01 14.155725043957801
2020-05-01 14.235300941631902
2020-06-01 14.356054705345400
2020-07-01 15.388816173127500
2020-08-01 15.507209033114700
2020-09-01 15.594674438169500
2020-10-01 15.716375442505200
2020-11-01 15.933308438489599
2020-12-01 15.959634270211899
2021-01-01 15.987241491300200
2021-02-01 16.086245002754800
2021-03-01 16.277798171945400
2021-04-01 16.508559697564300
2021-05-01 16.351536535963300
2021-06-01 16.626867912378000
2021-07-01 17.347778775908100
2021-08-01 17.013386206827000
2021-09-01 16.378663834921000
2021-10-01 17.111082267791100
2021-11-01 16.907845283922100
2021-12-01 16.901118011279900
2022-01-01 16.954022683601400
2022-02-01 17.115430386144200
2022-03-01 17.158845090255200
2022-04-01 17.307543269974000
2022-05-01 17.281946648806098
2022-06-01 17.372624007345700
2022-07-01 18.090977258944100
2022-08-01 17.826696131330900
2022-09-01 17.764868690674803
2022-10-01 17.564786769732800
2022-11-01 17.538680960457600
2022-12-01 17.806176360483900
2023-01-01 18.120193250557500
2023-02-01 18.053596355269600
2023-03-01 18.209304137271800
2023-04-01 18.040247448501802
2023-05-01 18.360714144895603
2023-06-01 18.545303097811300
2023-07-01 18.639234770518900
2023-08-01 18.514949531208398
2023-09-01 18.359437701620397
2023-10-01 18.664803467250400
2023-11-01 18.613378639305400
2023-12-01 18.573346411534300
2024-01-01 17.976146781760800
2024-02-01 18.501759007353400
2024-03-01 18.712640374563000
2024-04-01 18.374009440657000
2024-05-01 18.353322477693500
2024-06-01 17.575085612789100
2024-07-01 18.219950581746400
2024-08-01 18.352976861292397
2024-09-01 18.813123278160700
2024-10-01 18.647551108738600
2024-11-01 18.819351986220898

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