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 2024-11-01 |
| Last Updated | 2024-12-21 6:25 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 | 29.320394878380300 |
| 1990-02-01 | 29.353134745551300 |
| 1990-03-01 | 29.317202649065900 |
| 1990-04-01 | 29.215262544080602 |
| 1990-05-01 | 29.343380111528695 |
| 1990-06-01 | 29.560681138290300 |
| 1990-07-01 | 29.521467777788500 |
| 1990-08-01 | 29.760072361912698 |
| 1990-09-01 | 29.877067750774604 |
| 1990-10-01 | 29.989259443381400 |
| 1990-11-01 | 30.172147599709900 |
| 1990-12-01 | 30.272722203012400 |
| 1991-01-01 | 30.209953091373702 |
| 1991-02-01 | 30.340764939390800 |
| 1991-03-01 | 30.504233862986197 |
| 1991-04-01 | 30.712717265540103 |
| 1991-05-01 | 30.840532859009400 |
| 1991-06-01 | 31.180465950040800 |
| 1991-07-01 | 31.251727478284998 |
| 1991-08-01 | 31.397024679892898 |
| 1991-09-01 | 31.583065707846497 |
| 1991-10-01 | 31.573119943350800 |
| 1991-11-01 | 31.664603511566700 |
| 1991-12-01 | 31.755868775078802 |
| 1992-01-01 | 31.894477349429103 |
| 1992-02-01 | 32.013213363828000 |
| 1992-03-01 | 31.989110697544398 |
| 1992-04-01 | 32.604949559342195 |
| 1992-05-01 | 32.832364896819100 |
| 1992-06-01 | 32.912877964035300 |
| 1992-07-01 | 33.192172334103400 |
| 1992-08-01 | 33.243944180291900 |
| 1992-09-01 | 33.200233926932100 |
| 1992-10-01 | 33.358423192152300 |
| 1992-11-01 | 33.457164627641696 |
| 1992-12-01 | 33.537298935484100 |
| 1993-01-01 | 33.775545588480300 |
| 1993-02-01 | 34.069120474063894 |
| 1993-03-01 | 33.875058719825000 |
| 1993-04-01 | 33.491689871535900 |
| 1993-05-01 | 33.317833688477300 |
| 1993-06-01 | 33.444862992684400 |
| 1993-07-01 | 33.717303464601600 |
| 1993-08-01 | 33.765920117221896 |
| 1993-09-01 | 34.025865994735796 |
| 1993-10-01 | 34.259616965412400 |
| 1993-11-01 | 34.567019949325600 |
| 1993-12-01 | 34.529509049522000 |
| 1994-01-01 | 34.659932224261900 |
| 1994-02-01 | 34.704286829043600 |
| 1994-03-01 | 34.871005189331100 |
| 1994-04-01 | 34.377875115105000 |
| 1994-05-01 | 34.895396373823700 |
| 1994-06-01 | 34.966421050208900 |
| 1994-07-01 | 35.053419774356605 |
| 1994-08-01 | 35.187892826163896 |
| 1994-09-01 | 35.455499201662796 |
| 1994-10-01 | 35.561251540402495 |
| 1994-11-01 | 35.585776134561600 |
| 1994-12-01 | 35.717777648146200 |
| 1995-01-01 | 35.763531133638600 |
| 1995-02-01 | 35.951715842684200 |
| 1995-03-01 | 35.971116995044500 |
| 1995-04-01 | 36.055116837173800 |
| 1995-05-01 | 36.183648290787900 |
| 1995-06-01 | 36.263872480422600 |
| 1995-07-01 | 36.077392791705996 |
| 1995-08-01 | 36.293248049168504 |
| 1995-09-01 | 36.276287834451200 |
| 1995-10-01 | 36.363538570532604 |
| 1995-11-01 | 36.605885003892105 |
| 1995-12-01 | 36.600206024610000 |
| 1996-01-01 | 36.697555001088600 |
| 1996-02-01 | 36.722162395301300 |
| 1996-03-01 | 36.688908726682700 |
| 1996-04-01 | 36.732168463598704 |
| 1996-05-01 | 36.875763079936110 |
| 1996-06-01 | 36.839485227293500 |
| 1996-07-01 | 36.986857399621210 |
| 1996-08-01 | 37.185225877974794 |
| 1996-09-01 | 36.980100331491100 |
| 1996-10-01 | 36.868085431211206 |
| 1996-11-01 | 36.721791448304600 |
| 1996-12-01 | 36.592077438895295 |
| 1997-01-01 | 36.934980077356900 |
| 1997-02-01 | 37.135545155406300 |
| 1997-03-01 | 37.111665327770600 |
| 1997-04-01 | 37.213786767180200 |
| 1997-05-01 | 37.277331861267600 |
| 1997-06-01 | 37.330455937560500 |
| 1997-07-01 | 37.255694010299000 |
| 1997-08-01 | 37.354048320079900 |
| 1997-09-01 | 37.171547663680290 |
| 1997-10-01 | 37.270412826081500 |
| 1997-11-01 | 37.220028571331600 |
| 1997-12-01 | 37.174932115748604 |
| 1998-01-01 | 37.676725248804004 |
| 1998-02-01 | 37.770755496092704 |
| 1998-03-01 | 37.938972009889600 |
| 1998-04-01 | 37.114063183320496 |
| 1998-05-01 | 36.984790116852700 |
| 1998-06-01 | 37.230102855888205 |
| 1998-07-01 | 37.214769127486600 |
| 1998-08-01 | 37.210585916162710 |
| 1998-09-01 | 37.252284214121000 |
| 1998-10-01 | 37.774627534477500 |
| 1998-11-01 | 37.899017689546500 |
| 1998-12-01 | 38.052491815614400 |
| 1999-01-01 | 37.899762033574500 |
| 1999-02-01 | 37.822410464148700 |
| 1999-03-01 | 38.057084690578000 |
| 1999-04-01 | 38.427473390006110 |
| 1999-05-01 | 38.406023663205700 |
| 1999-06-01 | 38.347605075431500 |
| 1999-07-01 | 38.380603943263800 |
| 1999-08-01 | 38.380625189710300 |
| 1999-09-01 | 38.624060690591200 |
| 1999-10-01 | 38.580252318818395 |
| 1999-11-01 | 38.561957601069700 |
| 1999-12-01 | 38.531358143687300 |
| 2000-01-01 | 38.623299121633900 |
| 2000-02-01 | 38.665208265375206 |
| 2000-03-01 | 38.883068846311005 |
| 2000-04-01 | 38.059921413854500 |
| 2000-05-01 | 38.226096834282200 |
| 2000-06-01 | 38.358980573645300 |
| 2000-07-01 | 38.746525147681600 |
| 2000-08-01 | 38.941159798401300 |
| 2000-09-01 | 38.892040923165600 |
| 2000-10-01 | 38.997095384049800 |
| 2000-11-01 | 39.123026241650500 |
| 2000-12-01 | 39.218790905055200 |
| 2001-01-01 | 39.330562035301400 |
| 2001-02-01 | 39.402195982276600 |
| 2001-03-01 | 39.612579927331794 |
| 2001-04-01 | 39.790587280644395 |
| 2001-05-01 | 39.941020366144706 |
| 2001-06-01 | 40.073108245270205 |
| 2001-07-01 | 39.817513237688900 |
| 2001-08-01 | 40.198697959318295 |
| 2001-09-01 | 40.276992947947996 |
| 2001-10-01 | 40.309338677796300 |
| 2001-11-01 | 40.487591529892000 |
| 2001-12-01 | 40.802158284861800 |
| 2002-01-01 | 40.636428159243700 |
| 2002-02-01 | 40.734465771132200 |
| 2002-03-01 | 40.846533155190290 |
| 2002-04-01 | 40.609396608355496 |
| 2002-05-01 | 40.650693562029204 |
| 2002-06-01 | 40.660615285970800 |
| 2002-07-01 | 40.796911564090200 |
| 2002-08-01 | 40.861154744973700 |
| 2002-09-01 | 40.978960507131300 |
| 2002-10-01 | 40.918399763123300 |
| 2002-11-01 | 41.079740799770300 |
| 2002-12-01 | 41.105193553546290 |
| 2003-01-01 | 41.531419751356900 |
| 2003-02-01 | 41.365077580460800 |
| 2003-03-01 | 41.275943610303900 |
| 2003-04-01 | 41.212153083350600 |
| 2003-05-01 | 41.257062990835294 |
| 2003-06-01 | 41.329935717641400 |
| 2003-07-01 | 41.477749574769504 |
| 2003-08-01 | 41.546891779880205 |
| 2003-09-01 | 41.993841910188100 |
| 2003-10-01 | 41.812269005590600 |
| 2003-11-01 | 41.877729150393500 |
| 2003-12-01 | 42.009859716637800 |
| 2004-01-01 | 42.115396904776794 |
| 2004-02-01 | 42.294553818766000 |
| 2004-03-01 | 42.405738235828295 |
| 2004-04-01 | 42.815513119902896 |
| 2004-05-01 | 42.954002293910900 |
| 2004-06-01 | 43.095553986622600 |
| 2004-07-01 | 43.060765372462100 |
| 2004-08-01 | 43.255639755730900 |
| 2004-09-01 | 43.104604664425710 |
| 2004-10-01 | 43.295679853637400 |
| 2004-11-01 | 43.376004032818610 |
| 2004-12-01 | 43.525964020982200 |
| 2005-01-01 | 43.593026475602800 |
| 2005-02-01 | 43.624809446955500 |
| 2005-03-01 | 43.830681252674890 |
| 2005-04-01 | 43.923984633001900 |
| 2005-05-01 | 43.947181071022904 |
| 2005-06-01 | 43.860670589255100 |
| 2005-07-01 | 44.338324190758600 |
| 2005-08-01 | 44.452728345011394 |
| 2005-09-01 | 44.620520466007800 |
| 2005-10-01 | 44.986332600523900 |
| 2005-11-01 | 44.875252337784300 |
| 2005-12-01 | 45.057870089453710 |
| 2006-01-01 | 44.858556767140100 |
| 2006-02-01 | 44.952113518866100 |
| 2006-03-01 | 45.031219656208705 |
| 2006-04-01 | 45.243732991369804 |
| 2006-05-01 | 45.340108124115890 |
| 2006-06-01 | 45.338966731369894 |
| 2006-07-01 | 45.014129714945300 |
| 2006-08-01 | 45.136917113699205 |
| 2006-09-01 | 45.430119973647100 |
| 2006-10-01 | 45.595952811484790 |
| 2006-11-01 | 45.688094611338210 |
| 2006-12-01 | 45.806570793497706 |
| 2007-01-01 | 46.127789337089600 |
| 2007-02-01 | 46.263983441571206 |
| 2007-03-01 | 46.414655712503400 |
| 2007-04-01 | 46.557767101383500 |
| 2007-05-01 | 46.835685481440200 |
| 2007-06-01 | 47.120653488070204 |
| 2007-07-01 | 47.413568671999600 |
| 2007-08-01 | 47.526604339459000 |
| 2007-09-01 | 47.626098029640500 |
| 2007-10-01 | 47.710257998328710 |
| 2007-11-01 | 47.896289414704400 |
| 2007-12-01 | 47.961582893399296 |
| 2008-01-01 | 48.306572753106300 |
| 2008-02-01 | 48.350380346877700 |
| 2008-03-01 | 48.385323943619700 |
| 2008-04-01 | 48.359702602695900 |
| 2008-05-01 | 48.535431813102704 |
| 2008-06-01 | 48.716104795297696 |
| 2008-07-01 | 48.916399343925110 |
| 2008-08-01 | 49.003395545179900 |
| 2008-09-01 | 49.119712495247100 |
| 2008-10-01 | 49.231344318112200 |
| 2008-11-01 | 49.428933380594300 |
| 2008-12-01 | 49.527489371211700 |
| 2009-01-01 | 49.192553213761500 |
| 2009-02-01 | 49.306191751734400 |
| 2009-03-01 | 49.450925946686300 |
| 2009-04-01 | 49.337070811039200 |
| 2009-05-01 | 49.434927231258110 |
| 2009-06-01 | 49.210396577506100 |
| 2009-07-01 | 49.236376546987294 |
| 2009-08-01 | 49.374203607984600 |
| 2009-09-01 | 49.323994554134600 |
| 2009-10-01 | 49.462005228583900 |
| 2009-11-01 | 49.465977614996700 |
| 2009-12-01 | 49.586788031769800 |
| 2010-01-01 | 49.700784747978400 |
| 2010-02-01 | 49.649901476018490 |
| 2010-03-01 | 49.915334321477500 |
| 2010-04-01 | 50.097255440339100 |
| 2010-05-01 | 50.023000541707200 |
| 2010-06-01 | 50.314244315490505 |
| 2010-07-01 | 50.274729726168395 |
| 2010-08-01 | 50.364746084206296 |
| 2010-09-01 | 50.530412680724400 |
| 2010-10-01 | 50.379360658167705 |
| 2010-11-01 | 50.392636069017900 |
| 2010-12-01 | 50.322863566282905 |
| 2011-01-01 | 50.418059023016600 |
| 2011-02-01 | 50.600410421819000 |
| 2011-03-01 | 50.484707191648596 |
| 2011-04-01 | 50.648277673314700 |
| 2011-05-01 | 50.604177364731704 |
| 2011-06-01 | 50.610587671717994 |
| 2011-07-01 | 50.731182423484110 |
| 2011-08-01 | 50.679352617104705 |
| 2011-09-01 | 50.638196000772105 |
| 2011-10-01 | 50.689760068138504 |
| 2011-11-01 | 50.500163423756504 |
| 2011-12-01 | 50.441729572096500 |
| 2012-01-01 | 50.933653078393710 |
| 2012-02-01 | 51.060238424110790 |
| 2012-03-01 | 51.075853938250596 |
| 2012-04-01 | 50.898367597453095 |
| 2012-05-01 | 50.965545779499400 |
| 2012-06-01 | 51.022795353286400 |
| 2012-07-01 | 51.085799852055000 |
| 2012-08-01 | 51.208332965150600 |
| 2012-09-01 | 51.054498918148500 |
| 2012-10-01 | 51.187925079023100 |
| 2012-11-01 | 51.390668429417890 |
| 2012-12-01 | 51.547035926425510 |
| 2013-01-01 | 51.232461088517596 |
| 2013-02-01 | 51.539392843243100 |
| 2013-03-01 | 51.069845536242300 |
| 2013-04-01 | 51.362018005809205 |
| 2013-05-01 | 51.420936955966400 |
| 2013-06-01 | 51.547079684256900 |
| 2013-07-01 | 51.526471257473204 |
| 2013-08-01 | 51.534117530447595 |
| 2013-09-01 | 51.878854274464395 |
| 2013-10-01 | 51.789076793509100 |
| 2013-11-01 | 51.869471082511794 |
| 2013-12-01 | 51.940625947431200 |
| 2014-01-01 | 52.436770829061295 |
| 2014-02-01 | 52.239429736620700 |
| 2014-03-01 | 52.477744183351200 |
| 2014-04-01 | 52.527405545461995 |
| 2014-05-01 | 52.653686536254700 |
| 2014-06-01 | 52.879731641786800 |
| 2014-07-01 | 52.856289230384505 |
| 2014-08-01 | 53.160823025991604 |
| 2014-09-01 | 53.298776434228294 |
| 2014-10-01 | 53.589797179100294 |
| 2014-11-01 | 53.754154095575500 |
| 2014-12-01 | 53.936615942568700 |
| 2015-01-01 | 53.938909212913710 |
| 2015-02-01 | 53.947776515743100 |
| 2015-03-01 | 54.091675454155290 |
| 2015-04-01 | 54.386812500256504 |
| 2015-05-01 | 54.490302429183600 |
| 2015-06-01 | 54.395411134724900 |
| 2015-07-01 | 54.474911983806900 |
| 2015-08-01 | 54.362354003484200 |
| 2015-09-01 | 54.727264418849400 |
| 2015-10-01 | 55.007012546608706 |
| 2015-11-01 | 55.155329265250300 |
| 2015-12-01 | 55.142931556803000 |
| 2016-01-01 | 55.232258096464900 |
| 2016-02-01 | 55.251803814971000 |
| 2016-03-01 | 55.321240305113400 |
| 2016-04-01 | 55.251602380704300 |
| 2016-05-01 | 55.238423968065500 |
| 2016-06-01 | 55.191707196250300 |
| 2016-07-01 | 55.470891736579000 |
| 2016-08-01 | 55.354547813563900 |
| 2016-09-01 | 55.471504093806800 |
| 2016-10-01 | 55.329461670825700 |
| 2016-11-01 | 55.270235967370700 |
| 2016-12-01 | 55.352277464066700 |
| 2017-01-01 | 55.417445017141000 |
| 2017-02-01 | 55.435392370757796 |
| 2017-03-01 | 55.449202376260790 |
| 2017-04-01 | 55.344152013048706 |
| 2017-05-01 | 55.417101880127710 |
| 2017-06-01 | 55.269800213606200 |
| 2017-07-01 | 55.663911218779106 |
| 2017-08-01 | 55.240490424916900 |
| 2017-09-01 | 55.205746061667010 |
| 2017-10-01 | 55.041993277743500 |
| 2017-11-01 | 54.981432920227796 |
| 2017-12-01 | 54.961396191156700 |
| 2018-01-01 | 54.781566491414200 |
| 2018-02-01 | 55.120489716238700 |
| 2018-03-01 | 55.078717461787400 |
| 2018-04-01 | 55.359387003380000 |
| 2018-05-01 | 55.322025954482500 |
| 2018-06-01 | 55.356537512410500 |
| 2018-07-01 | 55.255258320395200 |
| 2018-08-01 | 55.428128312207100 |
| 2018-09-01 | 55.230199148447800 |
| 2018-10-01 | 55.229989234470200 |
| 2018-11-01 | 54.966973884783790 |
| 2018-12-01 | 55.143426833874905 |
| 2019-01-01 | 55.767764473016500 |
| 2019-02-01 | 55.716742686911790 |
| 2019-03-01 | 55.915866427376900 |
| 2019-04-01 | 55.986325989115600 |
| 2019-05-01 | 56.139507091881796 |
| 2019-06-01 | 56.469461542814400 |
| 2019-07-01 | 56.468850107246200 |
| 2019-08-01 | 56.407580754577800 |
| 2019-09-01 | 56.129931614004605 |
| 2019-10-01 | 56.084729104261896 |
| 2019-11-01 | 56.732243637255100 |
| 2019-12-01 | 56.809974151284900 |
| 2020-01-01 | 56.656880501524300 |
| 2020-02-01 | 56.744208131299295 |
| 2020-03-01 | 56.555340913464896 |
| 2020-04-01 | 49.951284781620700 |
| 2020-05-01 | 51.494794455465005 |
| 2020-06-01 | 53.500404727222794 |
| 2020-07-01 | 53.127546507829706 |
| 2020-08-01 | 53.250839829277300 |
| 2020-09-01 | 53.806915473234100 |
| 2020-10-01 | 53.849264305387200 |
| 2020-11-01 | 53.827162422794500 |
| 2020-12-01 | 53.767366948410206 |
| 2021-01-01 | 54.365005915203000 |
| 2021-02-01 | 54.277193513821790 |
| 2021-03-01 | 54.398285707175205 |
| 2021-04-01 | 54.394971982882794 |
| 2021-05-01 | 54.305129731718395 |
| 2021-06-01 | 54.236073790108390 |
| 2021-07-01 | 54.408407632027600 |
| 2021-08-01 | 54.386495915687110 |
| 2021-09-01 | 53.966659430696710 |
| 2021-10-01 | 54.318207395769996 |
| 2021-11-01 | 54.524082717643296 |
| 2021-12-01 | 54.534022752057000 |
| 2022-01-01 | 54.071359956711900 |
| 2022-02-01 | 54.119512709278710 |
| 2022-03-01 | 54.237713871634206 |
| 2022-04-01 | 54.351451194952300 |
| 2022-05-01 | 54.430407904335205 |
| 2022-06-01 | 54.259577644881496 |
| 2022-07-01 | 54.553293083489706 |
| 2022-08-01 | 54.699297045543600 |
| 2022-09-01 | 55.143353816895200 |
| 2022-10-01 | 55.217038123372100 |
| 2022-11-01 | 55.136291803021095 |
| 2022-12-01 | 55.094804084070000 |
| 2023-01-01 | 55.101985840437500 |
| 2023-02-01 | 55.357233122504400 |
| 2023-03-01 | 55.584118721135400 |
| 2023-04-01 | 55.688373703707110 |
| 2023-05-01 | 55.938773563932400 |
| 2023-06-01 | 56.067677695186504 |
| 2023-07-01 | 56.210653575413396 |
| 2023-08-01 | 56.416077227624100 |
| 2023-09-01 | 56.522894557688500 |
| 2023-10-01 | 56.530338572417605 |
| 2023-11-01 | 56.655716011884000 |
| 2023-12-01 | 57.076316451758300 |
| 2024-01-01 | 57.626642985972700 |
| 2024-02-01 | 57.188227655915900 |
| 2024-03-01 | 57.111150724883700 |
| 2024-04-01 | 56.914188074666400 |
| 2024-05-01 | 56.846955538200290 |
| 2024-06-01 | 57.654190243356396 |
| 2024-07-01 | 58.272710089650600 |
| 2024-08-01 | 57.956287791051800 |
| 2024-09-01 | 57.419908323160000 |
| 2024-10-01 | 57.356677462488100 |
| 2024-11-01 | 57.479824393109290 |
