Table Data - All Employees: Education and Health Services: Private Education and Health Services in Akron, OH (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Akron, OH (MSA) |
|---|---|
| Series ID | AKRO439EDUH |
| 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 2024-08-01 |
| Last Updated | 2024-09-21 6:22 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. 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 | 29.320424735695802 |
| 1990-02-01 | 29.353179751464400 |
| 1990-03-01 | 29.317242961652397 |
| 1990-04-01 | 29.215094973772400 |
| 1990-05-01 | 29.343398244912702 |
| 1990-06-01 | 29.560670085791802 |
| 1990-07-01 | 29.521477937475602 |
| 1990-08-01 | 29.760080904318700 |
| 1990-09-01 | 29.877076281342603 |
| 1990-10-01 | 29.989270713161300 |
| 1990-11-01 | 30.172148345657500 |
| 1990-12-01 | 30.272732891725898 |
| 1991-01-01 | 30.209984300621600 |
| 1991-02-01 | 30.340815336274600 |
| 1991-03-01 | 30.504285804199000 |
| 1991-04-01 | 30.712498557551605 |
| 1991-05-01 | 30.840563544061197 |
| 1991-06-01 | 31.180464316529697 |
| 1991-07-01 | 31.251740249796000 |
| 1991-08-01 | 31.397035198279900 |
| 1991-09-01 | 31.583078227118000 |
| 1991-10-01 | 31.573134701691604 |
| 1991-11-01 | 31.664603590956997 |
| 1991-12-01 | 31.755882716150104 |
| 1992-01-01 | 31.894509791605600 |
| 1992-02-01 | 32.013264873691100 |
| 1992-03-01 | 31.989165647928300 |
| 1992-04-01 | 32.604688744218900 |
| 1992-05-01 | 32.832398969589400 |
| 1992-06-01 | 32.912886000203700 |
| 1992-07-01 | 33.192196291799000 |
| 1992-08-01 | 33.243957915216200 |
| 1992-09-01 | 33.200251336230394 |
| 1992-10-01 | 33.358442715998900 |
| 1992-11-01 | 33.457164692380000 |
| 1992-12-01 | 33.537316709056200 |
| 1993-01-01 | 33.775574139395200 |
| 1993-02-01 | 34.069163839307400 |
| 1993-03-01 | 33.875113925531200 |
| 1993-04-01 | 33.491409858212200 |
| 1993-05-01 | 33.317867805288700 |
| 1993-06-01 | 33.444881555206500 |
| 1993-07-01 | 33.717341805683200 |
| 1993-08-01 | 33.765937374375800 |
| 1993-09-01 | 34.025888353013390 |
| 1993-10-01 | 34.259637928079200 |
| 1993-11-01 | 34.567021662336800 |
| 1993-12-01 | 34.529523626567500 |
| 1994-01-01 | 34.659946976758400 |
| 1994-02-01 | 34.704312791490600 |
| 1994-03-01 | 34.871047634692104 |
| 1994-04-01 | 34.377613491127600 |
| 1994-05-01 | 34.895431177603200 |
| 1994-06-01 | 34.966450642719195 |
| 1994-07-01 | 35.053474757359900 |
| 1994-08-01 | 35.187914493169200 |
| 1994-09-01 | 35.455527048626400 |
| 1994-10-01 | 35.561272770721900 |
| 1994-11-01 | 35.585772843046800 |
| 1994-12-01 | 35.717784339056294 |
| 1995-01-01 | 35.763521526269400 |
| 1995-02-01 | 35.951711973844900 |
| 1995-03-01 | 35.971128137335000 |
| 1995-04-01 | 36.054910404603795 |
| 1995-05-01 | 36.183703700154900 |
| 1995-06-01 | 36.263917242850596 |
| 1995-07-01 | 36.077458056405604 |
| 1995-08-01 | 36.293273618763900 |
| 1995-09-01 | 36.276321404585600 |
| 1995-10-01 | 36.363551217878900 |
| 1995-11-01 | 36.605871558883000 |
| 1995-12-01 | 36.600194144503500 |
| 1996-01-01 | 36.697511929962500 |
| 1996-02-01 | 36.722112571452300 |
| 1996-03-01 | 36.688859580079395 |
| 1996-04-01 | 36.732121057381400 |
| 1996-05-01 | 36.875822736100300 |
| 1996-06-01 | 36.839536864182400 |
| 1996-07-01 | 36.986932258269500 |
| 1996-08-01 | 37.185255907899794 |
| 1996-09-01 | 36.980133505064295 |
| 1996-10-01 | 36.868087875708600 |
| 1996-11-01 | 36.721765205852800 |
| 1996-12-01 | 36.592045151444104 |
| 1997-01-01 | 36.934902401607204 |
| 1997-02-01 | 37.135438729600395 |
| 1997-03-01 | 37.111534011362500 |
| 1997-04-01 | 37.213932574577800 |
| 1997-05-01 | 37.277407691235900 |
| 1997-06-01 | 37.330518035777295 |
| 1997-07-01 | 37.255767471513295 |
| 1997-08-01 | 37.354081048100100 |
| 1997-09-01 | 37.171573919949495 |
| 1997-10-01 | 37.270400606513900 |
| 1997-11-01 | 37.219992043266900 |
| 1997-12-01 | 37.174878646529500 |
| 1998-01-01 | 37.676617719418500 |
| 1998-02-01 | 37.770606086224900 |
| 1998-03-01 | 37.938785685398400 |
| 1998-04-01 | 37.114345755812600 |
| 1998-05-01 | 36.984877924692995 |
| 1998-06-01 | 37.230175193800800 |
| 1998-07-01 | 37.214838719712795 |
| 1998-08-01 | 37.210618429577600 |
| 1998-09-01 | 37.252300105715400 |
| 1998-10-01 | 37.774608125038600 |
| 1998-11-01 | 37.898971680871604 |
| 1998-12-01 | 38.052425404022900 |
| 1999-01-01 | 37.899646616917700 |
| 1999-02-01 | 37.822251411746706 |
| 1999-03-01 | 38.056854906815100 |
| 1999-04-01 | 38.427813262761795 |
| 1999-05-01 | 38.406143782758896 |
| 1999-06-01 | 38.347691855537000 |
| 1999-07-01 | 38.380666644137605 |
| 1999-08-01 | 38.380655321994700 |
| 1999-09-01 | 38.624067944144294 |
| 1999-10-01 | 38.580225792694996 |
| 1999-11-01 | 38.561908943643296 |
| 1999-12-01 | 38.531289343279205 |
| 2000-01-01 | 38.623192036676800 |
| 2000-02-01 | 38.665062598862000 |
| 2000-03-01 | 38.882838047542400 |
| 2000-04-01 | 38.060239964582500 |
| 2000-05-01 | 38.226208115045100 |
| 2000-06-01 | 38.359063061068895 |
| 2000-07-01 | 38.746584454853400 |
| 2000-08-01 | 38.941185353872800 |
| 2000-09-01 | 38.892038795111105 |
| 2000-10-01 | 38.997071483216790 |
| 2000-11-01 | 39.122985183687000 |
| 2000-12-01 | 39.218730537215800 |
| 2001-01-01 | 39.330479995016496 |
| 2001-02-01 | 39.402085912389900 |
| 2001-03-01 | 39.612360945105900 |
| 2001-04-01 | 39.790847577541200 |
| 2001-05-01 | 39.941125369142900 |
| 2001-06-01 | 40.073182707663000 |
| 2001-07-01 | 39.817564096780295 |
| 2001-08-01 | 40.198718402789105 |
| 2001-09-01 | 40.276982853459394 |
| 2001-10-01 | 40.309317714731300 |
| 2001-11-01 | 40.487563523004400 |
| 2001-12-01 | 40.802112218217600 |
| 2002-01-01 | 40.636372640385300 |
| 2002-02-01 | 40.734399505965290 |
| 2002-03-01 | 40.846374575192300 |
| 2002-04-01 | 40.609547829185100 |
| 2002-05-01 | 40.650769201929606 |
| 2002-06-01 | 40.660672947263800 |
| 2002-07-01 | 40.796951756958200 |
| 2002-08-01 | 40.861169629902800 |
| 2002-09-01 | 40.978947846056200 |
| 2002-10-01 | 40.918388256400796 |
| 2002-11-01 | 41.079726344989204 |
| 2002-12-01 | 41.105166678474700 |
| 2003-01-01 | 41.531391497111900 |
| 2003-02-01 | 41.365051926574395 |
| 2003-03-01 | 41.275829929240800 |
| 2003-04-01 | 41.212216240372400 |
| 2003-05-01 | 41.257116975551700 |
| 2003-06-01 | 41.329976175676606 |
| 2003-07-01 | 41.477776180008100 |
| 2003-08-01 | 41.546903042479600 |
| 2003-09-01 | 41.993830805237000 |
| 2003-10-01 | 41.812262928754600 |
| 2003-11-01 | 41.877723185068795 |
| 2003-12-01 | 42.009848199255500 |
| 2004-01-01 | 42.115384430030495 |
| 2004-02-01 | 42.294547751822400 |
| 2004-03-01 | 42.405677474755500 |
| 2004-04-01 | 42.815530150520900 |
| 2004-05-01 | 42.954024587331105 |
| 2004-06-01 | 43.095576990348100 |
| 2004-07-01 | 43.060782164552606 |
| 2004-08-01 | 43.255649141309900 |
| 2004-09-01 | 43.104596240357700 |
| 2004-10-01 | 43.295679562999300 |
| 2004-11-01 | 43.376003132325295 |
| 2004-12-01 | 43.525961307232200 |
| 2005-01-01 | 43.593022412566796 |
| 2005-02-01 | 43.624808479513100 |
| 2005-03-01 | 43.830644359571000 |
| 2005-04-01 | 43.923991567736905 |
| 2005-05-01 | 43.947189417879800 |
| 2005-06-01 | 43.860681502510790 |
| 2005-07-01 | 44.338332805870600 |
| 2005-08-01 | 44.452736367873110 |
| 2005-09-01 | 44.620512515877200 |
| 2005-10-01 | 44.986333428189894 |
| 2005-11-01 | 44.875252873848200 |
| 2005-12-01 | 45.057870835602890 |
| 2006-01-01 | 44.858553928745300 |
| 2006-02-01 | 44.952111060324896 |
| 2006-03-01 | 45.031210151778100 |
| 2006-04-01 | 45.243732596190300 |
| 2006-05-01 | 45.340109028505790 |
| 2006-06-01 | 45.338971705285200 |
| 2006-07-01 | 45.014133900701296 |
| 2006-08-01 | 45.136921733853100 |
| 2006-09-01 | 45.430114408564700 |
| 2006-10-01 | 45.595953956848200 |
| 2006-11-01 | 45.688094884405600 |
| 2006-12-01 | 45.806570895772600 |
| 2007-01-01 | 46.127788265595290 |
| 2007-02-01 | 46.263983394675900 |
| 2007-03-01 | 46.414651116527004 |
| 2007-04-01 | 46.557767242412500 |
| 2007-05-01 | 46.835685686222800 |
| 2007-06-01 | 47.120655989475004 |
| 2007-07-01 | 47.413570496366300 |
| 2007-08-01 | 47.526607149198100 |
| 2007-09-01 | 47.626094624166700 |
| 2007-10-01 | 47.710257737765800 |
| 2007-11-01 | 47.896289137807294 |
| 2007-12-01 | 47.961583123602800 |
| 2008-01-01 | 48.306572360023900 |
| 2008-02-01 | 48.350380951455790 |
| 2008-03-01 | 48.385323392154290 |
| 2008-04-01 | 48.359702015935710 |
| 2008-05-01 | 48.535431250928895 |
| 2008-06-01 | 48.716105816970400 |
| 2008-07-01 | 48.916400003189295 |
| 2008-08-01 | 49.003396525483800 |
| 2008-09-01 | 49.119711539390600 |
| 2008-10-01 | 49.231343038750400 |
| 2008-11-01 | 49.428931639804205 |
| 2008-12-01 | 49.527490534804000 |
| 2009-01-01 | 49.192555257178300 |
| 2009-02-01 | 49.306194288271705 |
| 2009-03-01 | 49.450926205428495 |
| 2009-04-01 | 49.337069944345800 |
| 2009-05-01 | 49.434925370861700 |
| 2009-06-01 | 49.210395430543700 |
| 2009-07-01 | 49.236376172200700 |
| 2009-08-01 | 49.374202405101000 |
| 2009-09-01 | 49.323992150558300 |
| 2009-10-01 | 49.462005926315406 |
| 2009-11-01 | 49.465975531118900 |
| 2009-12-01 | 49.586787044388400 |
| 2010-01-01 | 49.700787986088600 |
| 2010-02-01 | 49.649936054375900 |
| 2010-03-01 | 49.915306421272000 |
| 2010-04-01 | 50.097257913760610 |
| 2010-05-01 | 50.022999131966400 |
| 2010-06-01 | 50.314239438496900 |
| 2010-07-01 | 50.274723318485606 |
| 2010-08-01 | 50.364739648824900 |
| 2010-09-01 | 50.530417022979200 |
| 2010-10-01 | 50.379362337196400 |
| 2010-11-01 | 50.392633101010894 |
| 2010-12-01 | 50.322859279140790 |
| 2011-01-01 | 50.418068708619610 |
| 2011-02-01 | 50.600479161420200 |
| 2011-03-01 | 50.484648909018205 |
| 2011-04-01 | 50.648282959325400 |
| 2011-05-01 | 50.604181433132200 |
| 2011-06-01 | 50.610592053735710 |
| 2011-07-01 | 50.731123605881500 |
| 2011-08-01 | 50.679357374588300 |
| 2011-09-01 | 50.638215749785005 |
| 2011-10-01 | 50.689764227272100 |
| 2011-11-01 | 50.500160040242605 |
| 2011-12-01 | 50.441723469430290 |
| 2012-01-01 | 50.933669923090110 |
| 2012-02-01 | 51.060340423956795 |
| 2012-03-01 | 51.075765437476500 |
| 2012-04-01 | 50.898378744905700 |
| 2012-05-01 | 50.965555664241000 |
| 2012-06-01 | 51.022802186916400 |
| 2012-07-01 | 51.085673746982400 |
| 2012-08-01 | 51.208374943451396 |
| 2012-09-01 | 51.054523414711596 |
| 2012-10-01 | 51.187924714401000 |
| 2012-11-01 | 51.390666457566700 |
| 2012-12-01 | 51.547036144406300 |
| 2013-01-01 | 51.232488835176300 |
| 2013-02-01 | 51.539495473882596 |
| 2013-03-01 | 51.069752904272605 |
| 2013-04-01 | 51.362027605918506 |
| 2013-05-01 | 51.420954080024394 |
| 2013-06-01 | 51.547104765079794 |
| 2013-07-01 | 51.526308703372790 |
| 2013-08-01 | 51.534227239159200 |
| 2013-09-01 | 51.878875959485995 |
| 2013-10-01 | 51.789038511305400 |
| 2013-11-01 | 51.869408586887000 |
| 2013-12-01 | 51.940559291883710 |
| 2014-01-01 | 52.436753344283400 |
| 2014-02-01 | 52.239530875995506 |
| 2014-03-01 | 52.477695725732204 |
| 2014-04-01 | 52.527513192912394 |
| 2014-05-01 | 52.653889634766294 |
| 2014-06-01 | 52.879948740807800 |
| 2014-07-01 | 52.856115881752300 |
| 2014-08-01 | 53.160903218337495 |
| 2014-09-01 | 53.298586200753500 |
| 2014-10-01 | 53.589481813558400 |
| 2014-11-01 | 53.753843752977400 |
| 2014-12-01 | 53.936372081854100 |
| 2015-01-01 | 53.939067199891205 |
| 2015-02-01 | 53.947845107290796 |
| 2015-03-01 | 54.091801144403604 |
| 2015-04-01 | 54.387179321542900 |
| 2015-05-01 | 54.491030837937600 |
| 2015-06-01 | 54.396177900116100 |
| 2015-07-01 | 54.474802997785396 |
| 2015-08-01 | 54.362150494326400 |
| 2015-09-01 | 54.726572311114204 |
| 2015-10-01 | 55.006348735854300 |
| 2015-11-01 | 55.153621589512994 |
| 2015-12-01 | 55.142477429356900 |
| 2016-01-01 | 55.232877102793890 |
| 2016-02-01 | 55.251824879711705 |
| 2016-03-01 | 55.321753970119800 |
| 2016-04-01 | 55.252792823005100 |
| 2016-05-01 | 55.240103673277105 |
| 2016-06-01 | 55.193603106691400 |
| 2016-07-01 | 55.472088097525905 |
| 2016-08-01 | 55.355809594676800 |
| 2016-09-01 | 55.463896294573900 |
| 2016-10-01 | 55.329516488451500 |
| 2016-11-01 | 55.267511382422704 |
| 2016-12-01 | 55.351430575485900 |
| 2017-01-01 | 55.418401771134995 |
| 2017-02-01 | 55.435730630991400 |
| 2017-03-01 | 55.450551833835500 |
| 2017-04-01 | 55.346650728025700 |
| 2017-05-01 | 55.420405330516004 |
| 2017-06-01 | 55.273246764871800 |
| 2017-07-01 | 55.667362889190600 |
| 2017-08-01 | 55.243294691416594 |
| 2017-09-01 | 55.189293788438400 |
| 2017-10-01 | 55.042202940709900 |
| 2017-11-01 | 54.977615214009300 |
| 2017-12-01 | 54.958281427498704 |
| 2018-01-01 | 54.783548484006790 |
| 2018-02-01 | 55.121518583953105 |
| 2018-03-01 | 55.081476226598300 |
| 2018-04-01 | 55.363965755159704 |
| 2018-05-01 | 55.327312996736495 |
| 2018-06-01 | 55.362176123295000 |
| 2018-07-01 | 55.262580238331005 |
| 2018-08-01 | 55.435600004122600 |
| 2018-09-01 | 55.195762630408600 |
| 2018-10-01 | 55.234706224971800 |
| 2018-11-01 | 54.959978800895100 |
| 2018-12-01 | 55.137694466724900 |
| 2019-01-01 | 55.768723399657205 |
| 2019-02-01 | 55.719786609932605 |
| 2019-03-01 | 55.920503440895300 |
| 2019-04-01 | 55.993456238115904 |
| 2019-05-01 | 56.148407184223700 |
| 2019-06-01 | 56.479298023346100 |
| 2019-07-01 | 56.481739695377290 |
| 2019-08-01 | 56.419629895827796 |
| 2019-09-01 | 56.078976504996206 |
| 2019-10-01 | 56.091237492069304 |
| 2019-11-01 | 56.718685231624300 |
| 2019-12-01 | 56.799000336765296 |
| 2020-01-01 | 56.654947084443400 |
| 2020-02-01 | 56.748465777074700 |
| 2020-03-01 | 56.562124963743900 |
| 2020-04-01 | 49.961179606363790 |
| 2020-05-01 | 51.508886864818600 |
| 2020-06-01 | 53.517686179644390 |
| 2020-07-01 | 53.147945272156000 |
| 2020-08-01 | 53.267879419377900 |
| 2020-09-01 | 53.742846912311600 |
| 2020-10-01 | 53.852934258258600 |
| 2020-11-01 | 53.803828447208296 |
| 2020-12-01 | 53.749317677040100 |
| 2021-01-01 | 54.357717395701100 |
| 2021-02-01 | 54.280537479547995 |
| 2021-03-01 | 54.406072295512000 |
| 2021-04-01 | 54.411203311546710 |
| 2021-05-01 | 54.330354631223900 |
| 2021-06-01 | 54.267601093028900 |
| 2021-07-01 | 54.442252653128996 |
| 2021-08-01 | 54.419555464098100 |
| 2021-09-01 | 53.889918917922900 |
| 2021-10-01 | 54.300320325060900 |
| 2021-11-01 | 54.485529303331700 |
| 2021-12-01 | 54.504434918420100 |
| 2022-01-01 | 54.058475778163300 |
| 2022-02-01 | 54.120901095271904 |
| 2022-03-01 | 54.248451617629300 |
| 2022-04-01 | 54.375725059444505 |
| 2022-05-01 | 54.468602408367300 |
| 2022-06-01 | 54.308635716986100 |
| 2022-07-01 | 54.603871753370200 |
| 2022-08-01 | 54.752414753507600 |
| 2022-09-01 | 55.052046359238700 |
| 2022-10-01 | 55.170667424581900 |
| 2022-11-01 | 55.075342436460890 |
| 2022-12-01 | 55.055243107397100 |
| 2023-01-01 | 55.082770184432200 |
| 2023-02-01 | 55.357380642407210 |
| 2023-03-01 | 55.598491356660700 |
| 2023-04-01 | 55.721537311513300 |
| 2023-05-01 | 55.991062471107700 |
| 2023-06-01 | 56.135986365101900 |
| 2023-07-01 | 56.279177389160296 |
| 2023-08-01 | 56.492535710376800 |
| 2023-09-01 | 56.423401550917700 |
| 2023-10-01 | 56.448344225991605 |
| 2023-11-01 | 56.569610910581105 |
| 2023-12-01 | 57.027700007656200 |
| 2024-01-01 | 57.602181077098294 |
| 2024-02-01 | 57.187449150008604 |
| 2024-03-01 | 57.130471049582300 |
| 2024-04-01 | 56.956632347551896 |
| 2024-05-01 | 56.911705111067500 |
| 2024-06-01 | 57.739332385196110 |
| 2024-07-01 | 58.358123786195200 |
| 2024-08-01 | 58.049206115078704 |
