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 2024-09-01 |
| Last Updated | 2024-10-23 4:48 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 | 29.320396462621000 |
| 1990-02-01 | 29.353137135492300 |
| 1990-03-01 | 29.317204795673700 |
| 1990-04-01 | 29.215253629519502 |
| 1990-05-01 | 29.343381077322103 |
| 1990-06-01 | 29.560680550762000 |
| 1990-07-01 | 29.521468317095500 |
| 1990-08-01 | 29.760072815279198 |
| 1990-09-01 | 29.877068203665104 |
| 1990-10-01 | 29.989260041911802 |
| 1990-11-01 | 30.172147649372896 |
| 1990-12-01 | 30.272722770957000 |
| 1991-01-01 | 30.209954747454900 |
| 1991-02-01 | 30.340767615989300 |
| 1991-03-01 | 30.504236628116000 |
| 1991-04-01 | 30.712705629888600 |
| 1991-05-01 | 30.840534492966300 |
| 1991-06-01 | 31.180465863010696 |
| 1991-07-01 | 31.251728156869500 |
| 1991-08-01 | 31.397025238478303 |
| 1991-09-01 | 31.583066372637100 |
| 1991-10-01 | 31.573120726872100 |
| 1991-11-01 | 31.664603528265700 |
| 1991-12-01 | 31.755869515614500 |
| 1992-01-01 | 31.894479071181998 |
| 1992-02-01 | 32.013216098943400 |
| 1992-03-01 | 31.989113621983105 |
| 1992-04-01 | 32.604935682748106 |
| 1992-05-01 | 32.832366710355700 |
| 1992-06-01 | 32.912878389448800 |
| 1992-07-01 | 33.192173613113300 |
| 1992-08-01 | 33.243944910573600 |
| 1992-09-01 | 33.200234852953100 |
| 1992-10-01 | 33.358424230133700 |
| 1992-11-01 | 33.457164646672500 |
| 1992-12-01 | 33.537299876337400 |
| 1993-01-01 | 33.775547097895796 |
| 1993-02-01 | 34.069122770016996 |
| 1993-03-01 | 33.875061653760200 |
| 1993-04-01 | 33.491674972939300 |
| 1993-05-01 | 33.317835508276800 |
| 1993-06-01 | 33.444863983121100 |
| 1993-07-01 | 33.717305520682395 |
| 1993-08-01 | 33.765921039113100 |
| 1993-09-01 | 34.025867189401800 |
| 1993-10-01 | 34.259618082025696 |
| 1993-11-01 | 34.567020051978200 |
| 1993-12-01 | 34.529509810356195 |
| 1994-01-01 | 34.659932979964296 |
| 1994-02-01 | 34.704288181098200 |
| 1994-03-01 | 34.871007436181700 |
| 1994-04-01 | 34.377861201979500 |
| 1994-05-01 | 34.895398247100000 |
| 1994-06-01 | 34.966422645548604 |
| 1994-07-01 | 35.053422738185200 |
| 1994-08-01 | 35.187893994251300 |
| 1994-09-01 | 35.455500701137000 |
| 1994-10-01 | 35.561252674115295 |
| 1994-11-01 | 35.585775957420500 |
| 1994-12-01 | 35.717777970768900 |
| 1995-01-01 | 35.763530551073200 |
| 1995-02-01 | 35.951715555324604 |
| 1995-03-01 | 35.971117507838600 |
| 1995-04-01 | 36.055105938280100 |
| 1995-05-01 | 36.183651317214000 |
| 1995-06-01 | 36.263874922112300 |
| 1995-07-01 | 36.077396328784000 |
| 1995-08-01 | 36.293249441392400 |
| 1995-09-01 | 36.276289657373300 |
| 1995-10-01 | 36.363539240315000 |
| 1995-11-01 | 36.605884252950794 |
| 1995-12-01 | 36.600205327770900 |
| 1996-01-01 | 36.697552574566200 |
| 1996-02-01 | 36.722159577319600 |
| 1996-03-01 | 36.688905929520500 |
| 1996-04-01 | 36.732166211658200 |
| 1996-05-01 | 36.875766379890790 |
| 1996-06-01 | 36.839488077213600 |
| 1996-07-01 | 36.986861481170390 |
| 1996-08-01 | 37.185227528756600 |
| 1996-09-01 | 36.980102145417500 |
| 1996-10-01 | 36.868085547770500 |
| 1996-11-01 | 36.721789978848000 |
| 1996-12-01 | 36.592075619409200 |
| 1997-01-01 | 36.934975743774790 |
| 1997-02-01 | 37.135539222352210 |
| 1997-03-01 | 37.111658006497900 |
| 1997-04-01 | 37.213795042583605 |
| 1997-05-01 | 37.277336092937600 |
| 1997-06-01 | 37.330459391322606 |
| 1997-07-01 | 37.255698042119896 |
| 1997-08-01 | 37.354050128982800 |
| 1997-09-01 | 37.171549106915300 |
| 1997-10-01 | 37.270412140455800 |
| 1997-11-01 | 37.220026518824604 |
| 1997-12-01 | 37.174929131427000 |
| 1998-01-01 | 37.676719271939400 |
| 1998-02-01 | 37.770747198370900 |
| 1998-03-01 | 37.938961665439800 |
| 1998-04-01 | 37.114078910936500 |
| 1998-05-01 | 36.984795021931400 |
| 1998-06-01 | 37.230106885011004 |
| 1998-07-01 | 37.214772971614900 |
| 1998-08-01 | 37.210587717528796 |
| 1998-09-01 | 37.252285090160896 |
| 1998-10-01 | 37.774626451801500 |
| 1998-11-01 | 37.899015117204100 |
| 1998-12-01 | 38.052488118132500 |
| 1999-01-01 | 37.899755627130700 |
| 1999-02-01 | 37.822401637238800 |
| 1999-03-01 | 38.057071945383210 |
| 1999-04-01 | 38.427492268655210 |
| 1999-05-01 | 38.406030338716995 |
| 1999-06-01 | 38.347609893642300 |
| 1999-07-01 | 38.380607423089300 |
| 1999-08-01 | 38.380626857893795 |
| 1999-09-01 | 38.624061087236000 |
| 1999-10-01 | 38.580250841286500 |
| 1999-11-01 | 38.561954890419900 |
| 1999-12-01 | 38.531354318537800 |
| 2000-01-01 | 38.623293183633300 |
| 2000-02-01 | 38.665200190858400 |
| 2000-03-01 | 38.883056065684000 |
| 2000-04-01 | 38.059939086278206 |
| 2000-05-01 | 38.226103002835800 |
| 2000-06-01 | 38.358985144540604 |
| 2000-07-01 | 38.746528438017500 |
| 2000-08-01 | 38.941161209996900 |
| 2000-09-01 | 38.892040799370500 |
| 2000-10-01 | 38.997094052195900 |
| 2000-11-01 | 39.123023961837700 |
| 2000-12-01 | 39.218787551862400 |
| 2001-01-01 | 39.330557490449500 |
| 2001-02-01 | 39.402189889883900 |
| 2001-03-01 | 39.612567826857400 |
| 2001-04-01 | 39.790601700138204 |
| 2001-05-01 | 39.941026174450400 |
| 2001-06-01 | 40.073112364236100 |
| 2001-07-01 | 39.817516055445400 |
| 2001-08-01 | 40.198699085146100 |
| 2001-09-01 | 40.276992383611706 |
| 2001-10-01 | 40.309337511842300 |
| 2001-11-01 | 40.487589976857800 |
| 2001-12-01 | 40.802155729323395 |
| 2002-01-01 | 40.636425088260204 |
| 2002-02-01 | 40.734462111323400 |
| 2002-03-01 | 40.846524411873105 |
| 2002-04-01 | 40.609404969661700 |
| 2002-05-01 | 40.650697737774000 |
| 2002-06-01 | 40.660618470333100 |
| 2002-07-01 | 40.796913788962200 |
| 2002-08-01 | 40.861155562788504 |
| 2002-09-01 | 40.978959803161004 |
| 2002-10-01 | 40.918399124628500 |
| 2002-11-01 | 41.079740000132900 |
| 2002-12-01 | 41.105192063205400 |
| 2003-01-01 | 41.531418191606996 |
| 2003-02-01 | 41.365076167033000 |
| 2003-03-01 | 41.275937346437700 |
| 2003-04-01 | 41.212156567940700 |
| 2003-05-01 | 41.257065970380296 |
| 2003-06-01 | 41.329937949915700 |
| 2003-07-01 | 41.477751045942505 |
| 2003-08-01 | 41.546892398748900 |
| 2003-09-01 | 41.993841294994700 |
| 2003-10-01 | 41.812268669393000 |
| 2003-11-01 | 41.877728820892600 |
| 2003-12-01 | 42.009859077484400 |
| 2004-01-01 | 42.115396217204800 |
| 2004-02-01 | 42.294553485801500 |
| 2004-03-01 | 42.405734887147496 |
| 2004-04-01 | 42.815514059474296 |
| 2004-05-01 | 42.954003523559100 |
| 2004-06-01 | 43.095555255205404 |
| 2004-07-01 | 43.060766300637894 |
| 2004-08-01 | 43.255640272791204 |
| 2004-09-01 | 43.104604198661000 |
| 2004-10-01 | 43.295679837411800 |
| 2004-11-01 | 43.376003982566100 |
| 2004-12-01 | 43.525963868556500 |
| 2005-01-01 | 43.593026251768100 |
| 2005-02-01 | 43.624809394556706 |
| 2005-03-01 | 43.830679219670294 |
| 2005-04-01 | 43.923985014278095 |
| 2005-05-01 | 43.947181532180300 |
| 2005-06-01 | 43.860671192290200 |
| 2005-07-01 | 44.338324666967104 |
| 2005-08-01 | 44.452728787980500 |
| 2005-09-01 | 44.620520026908100 |
| 2005-10-01 | 44.986332645586394 |
| 2005-11-01 | 44.875252366694000 |
| 2005-12-01 | 45.057870125881200 |
| 2006-01-01 | 44.858556608660400 |
| 2006-02-01 | 44.952113387176600 |
| 2006-03-01 | 45.031219135873200 |
| 2006-04-01 | 45.243732968543400 |
| 2006-05-01 | 45.340108175938504 |
| 2006-06-01 | 45.338967007833396 |
| 2006-07-01 | 45.014129947987900 |
| 2006-08-01 | 45.136917367297290 |
| 2006-09-01 | 45.430119660778296 |
| 2006-10-01 | 45.595952864518100 |
| 2006-11-01 | 45.688094610422200 |
| 2006-12-01 | 45.806570771146600 |
| 2007-01-01 | 46.127789265067100 |
| 2007-02-01 | 46.263983494889600 |
| 2007-03-01 | 46.414655535081700 |
| 2007-04-01 | 46.557767219332290 |
| 2007-05-01 | 46.835685602717200 |
| 2007-06-01 | 47.120653608048000 |
| 2007-07-01 | 47.413568559184100 |
| 2007-08-01 | 47.526604115849600 |
| 2007-09-01 | 47.626097500172800 |
| 2007-10-01 | 47.710257761130510 |
| 2007-11-01 | 47.896289718575000 |
| 2007-12-01 | 47.961583657950705 |
| 2008-01-01 | 48.306573450809900 |
| 2008-02-01 | 48.350380709070700 |
| 2008-03-01 | 48.385323678603200 |
| 2008-04-01 | 48.359702105034800 |
| 2008-05-01 | 48.535431397526800 |
| 2008-06-01 | 48.716104505534105 |
| 2008-07-01 | 48.916398870825205 |
| 2008-08-01 | 49.003394641607900 |
| 2008-09-01 | 49.119711794629600 |
| 2008-10-01 | 49.231343920609504 |
| 2008-11-01 | 49.428934784788105 |
| 2008-12-01 | 49.527492489700390 |
| 2009-01-01 | 49.192555784366895 |
| 2009-02-01 | 49.306192322482204 |
| 2009-03-01 | 49.450923949227600 |
| 2009-04-01 | 49.337067857986500 |
| 2009-05-01 | 49.434924989551500 |
| 2009-06-01 | 49.210395936038500 |
| 2009-07-01 | 49.236377173211295 |
| 2009-08-01 | 49.374202870117294 |
| 2009-09-01 | 49.323991865840100 |
| 2009-10-01 | 49.462006692238290 |
| 2009-11-01 | 49.465978832441905 |
| 2009-12-01 | 49.586795506828200 |
| 2010-01-01 | 49.700785060701400 |
| 2010-02-01 | 49.649931401073210 |
| 2010-03-01 | 49.915294872053500 |
| 2010-04-01 | 50.097252497318900 |
| 2010-05-01 | 50.022998975297500 |
| 2010-06-01 | 50.314244431526205 |
| 2010-07-01 | 50.274730938804800 |
| 2010-08-01 | 50.364745889706500 |
| 2010-09-01 | 50.530419341706704 |
| 2010-10-01 | 50.379360853075200 |
| 2010-11-01 | 50.392635606097200 |
| 2010-12-01 | 50.322876253878796 |
| 2011-01-01 | 50.418054470437205 |
| 2011-02-01 | 50.600469355163000 |
| 2011-03-01 | 50.484628181446500 |
| 2011-04-01 | 50.648272595127494 |
| 2011-05-01 | 50.604172754259200 |
| 2011-06-01 | 50.610584452986500 |
| 2011-07-01 | 50.731202148990100 |
| 2011-08-01 | 50.679351219839404 |
| 2011-09-01 | 50.638211905681400 |
| 2011-10-01 | 50.689759053681300 |
| 2011-11-01 | 50.500159863528600 |
| 2011-12-01 | 50.441744233914300 |
| 2012-01-01 | 50.933641935716200 |
| 2012-02-01 | 51.060325991693200 |
| 2012-03-01 | 51.075734429611394 |
| 2012-04-01 | 50.898362636178290 |
| 2012-05-01 | 50.965540082496100 |
| 2012-06-01 | 51.022786953556995 |
| 2012-07-01 | 51.085831300499706 |
| 2012-08-01 | 51.208350303120300 |
| 2012-09-01 | 51.054515970140294 |
| 2012-10-01 | 51.187913958987500 |
| 2012-11-01 | 51.390662128756894 |
| 2012-12-01 | 51.547053909753195 |
| 2013-01-01 | 51.232448855886100 |
| 2013-02-01 | 51.539475735506400 |
| 2013-03-01 | 51.069714888575604 |
| 2013-04-01 | 51.362003693492696 |
| 2013-05-01 | 51.420931046336800 |
| 2013-06-01 | 51.547081817571600 |
| 2013-07-01 | 51.526545871212300 |
| 2013-08-01 | 51.534180883345900 |
| 2013-09-01 | 51.878857859545406 |
| 2013-10-01 | 51.789023046093504 |
| 2013-11-01 | 51.869417419925696 |
| 2013-12-01 | 51.940618384799606 |
| 2014-01-01 | 52.436763649031604 |
| 2014-02-01 | 52.239531564344000 |
| 2014-03-01 | 52.477613382218100 |
| 2014-04-01 | 52.527378019363006 |
| 2014-05-01 | 52.653674628334600 |
| 2014-06-01 | 52.879760824643500 |
| 2014-07-01 | 52.856426606515996 |
| 2014-08-01 | 53.161005422796900 |
| 2014-09-01 | 53.298817546949610 |
| 2014-10-01 | 53.589668366221396 |
| 2014-11-01 | 53.753937590667300 |
| 2014-12-01 | 53.936429041828006 |
| 2015-01-01 | 53.939129495565005 |
| 2015-02-01 | 53.947813106955100 |
| 2015-03-01 | 54.091555028882400 |
| 2015-04-01 | 54.386709671498500 |
| 2015-05-01 | 54.490221182005605 |
| 2015-06-01 | 54.395460760006900 |
| 2015-07-01 | 54.475151357354896 |
| 2015-08-01 | 54.362778680977200 |
| 2015-09-01 | 54.727667210922796 |
| 2015-10-01 | 55.007312675812600 |
| 2015-11-01 | 55.153896061759006 |
| 2015-12-01 | 55.142503868810200 |
| 2016-01-01 | 55.232945369167700 |
| 2016-02-01 | 55.251818217100900 |
| 2016-03-01 | 55.321045900199900 |
| 2016-04-01 | 55.251336036315095 |
| 2016-05-01 | 55.238222287191500 |
| 2016-06-01 | 55.191754732683400 |
| 2016-07-01 | 55.471232447611900 |
| 2016-08-01 | 55.355181738895205 |
| 2016-09-01 | 55.473410312557000 |
| 2016-10-01 | 55.330156077133600 |
| 2016-11-01 | 55.267095372474000 |
| 2016-12-01 | 55.351242950294000 |
| 2017-01-01 | 55.418427090728100 |
| 2017-02-01 | 55.435357347895696 |
| 2017-03-01 | 55.448926581866296 |
| 2017-04-01 | 55.343669938487610 |
| 2017-05-01 | 55.416754974005100 |
| 2017-06-01 | 55.269819248264504 |
| 2017-07-01 | 55.664478487960300 |
| 2017-08-01 | 55.241278517885400 |
| 2017-09-01 | 55.210949571756800 |
| 2017-10-01 | 55.042575450021204 |
| 2017-11-01 | 54.976030782386395 |
| 2017-12-01 | 54.959013805877200 |
| 2018-01-01 | 54.782735401925000 |
| 2018-02-01 | 55.120352660141000 |
| 2018-03-01 | 55.078388863566600 |
| 2018-04-01 | 55.358713783484200 |
| 2018-05-01 | 55.321586702962600 |
| 2018-06-01 | 55.356730143689600 |
| 2018-07-01 | 55.256154860186500 |
| 2018-08-01 | 55.429198633664210 |
| 2018-09-01 | 55.240168331073210 |
| 2018-10-01 | 55.231683642989594 |
| 2018-11-01 | 54.956323901005895 |
| 2018-12-01 | 55.138274753558996 |
| 2019-01-01 | 55.769884748896295 |
| 2019-02-01 | 55.716633679160790 |
| 2019-03-01 | 55.915433241825596 |
| 2019-04-01 | 55.985781511974400 |
| 2019-05-01 | 56.139599446782000 |
| 2019-06-01 | 56.470337392222400 |
| 2019-07-01 | 56.470365711494395 |
| 2019-08-01 | 56.408752869543200 |
| 2019-09-01 | 56.146546720630596 |
| 2019-10-01 | 56.086233133918110 |
| 2019-11-01 | 56.714923193732500 |
| 2019-12-01 | 56.801053513731100 |
| 2020-01-01 | 56.659077073359500 |
| 2020-02-01 | 56.743826659004796 |
| 2020-03-01 | 56.555014348588100 |
| 2020-04-01 | 49.951597091979800 |
| 2020-05-01 | 51.496271021700004 |
| 2020-06-01 | 53.503045006410700 |
| 2020-07-01 | 53.130591719614400 |
| 2020-08-01 | 53.252780639784500 |
| 2020-09-01 | 53.827091954979000 |
| 2020-10-01 | 53.849592253629300 |
| 2020-11-01 | 53.804634253513605 |
| 2020-12-01 | 53.754484128235000 |
| 2021-01-01 | 54.366536736154200 |
| 2021-02-01 | 54.275716027125700 |
| 2021-03-01 | 54.397346235960000 |
| 2021-04-01 | 54.398292595657900 |
| 2021-05-01 | 54.309235366054494 |
| 2021-06-01 | 54.241607522682900 |
| 2021-07-01 | 54.415925436270800 |
| 2021-08-01 | 54.389222098827600 |
| 2021-09-01 | 53.991898898347600 |
| 2021-10-01 | 54.310554746840710 |
| 2021-11-01 | 54.496875122057894 |
| 2021-12-01 | 54.516749765996400 |
| 2022-01-01 | 54.070754825937500 |
| 2022-02-01 | 54.116518282609604 |
| 2022-03-01 | 54.236864089744394 |
| 2022-04-01 | 54.358922668053104 |
| 2022-05-01 | 54.438342084343300 |
| 2022-06-01 | 54.269989451825400 |
| 2022-07-01 | 54.567862966612900 |
| 2022-08-01 | 54.705190855140800 |
| 2022-09-01 | 55.168537464446100 |
| 2022-10-01 | 55.197959978581100 |
| 2022-11-01 | 55.099761743181894 |
| 2022-12-01 | 55.074467734881296 |
| 2023-01-01 | 55.100848156995000 |
| 2023-02-01 | 55.353787672001104 |
| 2023-03-01 | 55.584018029717210 |
| 2023-04-01 | 55.701318245274800 |
| 2023-05-01 | 55.951366131310800 |
| 2023-06-01 | 56.083708820331005 |
| 2023-07-01 | 56.233666547697710 |
| 2023-08-01 | 56.425348852884206 |
| 2023-09-01 | 56.548086461599700 |
| 2023-10-01 | 56.495867292230390 |
| 2023-11-01 | 56.607593787712100 |
| 2023-12-01 | 57.054693472802896 |
| 2024-01-01 | 57.624743536001990 |
| 2024-02-01 | 57.185355592551495 |
| 2024-03-01 | 57.113228722816900 |
| 2024-04-01 | 56.932404738640700 |
| 2024-05-01 | 56.864929958335600 |
| 2024-06-01 | 57.676966680025300 |
| 2024-07-01 | 58.304735723266404 |
| 2024-08-01 | 57.971182956072504 |
| 2024-09-01 | 57.542253459128396 |
