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 2026-05-01 |
| Last Updated | 2026-06-24 10:16 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 | 29.3204308569221 |
| 1990-02-01 | 29.3531889836195 |
| 1990-03-01 | 29.3172511600333 |
| 1990-04-01 | 29.2150608975572 |
| 1990-05-01 | 29.3434019222159 |
| 1990-06-01 | 29.5606678286799 |
| 1990-07-01 | 29.5214800132575 |
| 1990-08-01 | 29.7600826487199 |
| 1990-09-01 | 29.8770780211385 |
| 1990-10-01 | 29.9892730113884 |
| 1990-11-01 | 30.1721483521686 |
| 1990-12-01 | 30.2727350666017 |
| 1991-01-01 | 30.2099906988629 |
| 1991-02-01 | 30.3408256699771 |
| 1991-03-01 | 30.5042963746110 |
| 1991-04-01 | 30.7124540773379 |
| 1991-05-01 | 30.8405697714904 |
| 1991-06-01 | 31.1804639837876 |
| 1991-07-01 | 31.2517428494883 |
| 1991-08-01 | 31.3970373407208 |
| 1991-09-01 | 31.5830807819144 |
| 1991-10-01 | 31.5731377191617 |
| 1991-11-01 | 31.6646034298361 |
| 1991-12-01 | 31.7558855604330 |
| 1992-01-01 | 31.8945164420052 |
| 1992-02-01 | 32.0132754469689 |
| 1992-03-01 | 31.9891768439728 |
| 1992-04-01 | 32.6046357034634 |
| 1992-05-01 | 32.8324058971162 |
| 1992-06-01 | 32.9128876659547 |
| 1992-07-01 | 33.1922010703410 |
| 1992-08-01 | 33.2439607010803 |
| 1992-09-01 | 33.2002548680557 |
| 1992-10-01 | 33.3584466902217 |
| 1992-11-01 | 33.4571644909592 |
| 1992-12-01 | 33.5373203942617 |
| 1993-01-01 | 33.7755800891677 |
| 1993-02-01 | 34.0691728514231 |
| 1993-03-01 | 33.8751252424147 |
| 1993-04-01 | 33.4913529014856 |
| 1993-05-01 | 33.3178746821730 |
| 1993-06-01 | 33.4448852832112 |
| 1993-07-01 | 33.7173493124096 |
| 1993-08-01 | 33.7659407883818 |
| 1993-09-01 | 34.0258928099624 |
| 1993-10-01 | 34.2596421645490 |
| 1993-11-01 | 34.5670218884294 |
| 1993-12-01 | 34.5295268431729 |
| 1994-01-01 | 34.6599504435866 |
| 1994-02-01 | 34.7043185499542 |
| 1994-03-01 | 34.8710564713308 |
| 1994-04-01 | 34.3775601500240 |
| 1994-05-01 | 34.8954379080358 |
| 1994-06-01 | 34.9664563171470 |
| 1994-07-01 | 35.0534852783230 |
| 1994-08-01 | 35.1879185857515 |
| 1994-09-01 | 35.4555324065136 |
| 1994-10-01 | 35.5612770176262 |
| 1994-11-01 | 35.5857723215386 |
| 1994-12-01 | 35.7177862864252 |
| 1995-01-01 | 35.7635207944446 |
| 1995-02-01 | 35.9517125494844 |
| 1995-03-01 | 35.9711316946215 |
| 1995-04-01 | 36.0548669690653 |
| 1995-05-01 | 36.1837136400779 |
| 1995-06-01 | 36.2639253148446 |
| 1995-07-01 | 36.0774702136538 |
| 1995-08-01 | 36.2932781864772 |
| 1995-09-01 | 36.2763275843442 |
| 1995-10-01 | 36.3635538477138 |
| 1995-11-01 | 36.6058695983631 |
| 1995-12-01 | 36.6001929186291 |
| 1996-01-01 | 36.6975055947106 |
| 1996-02-01 | 36.7221053775724 |
| 1996-03-01 | 36.6888526488288 |
| 1996-04-01 | 36.7321064722880 |
| 1996-05-01 | 36.8758327331414 |
| 1996-06-01 | 36.8395455615236 |
| 1996-07-01 | 36.9869457229429 |
| 1996-08-01 | 37.1852609618652 |
| 1996-09-01 | 36.9801393731632 |
| 1996-10-01 | 36.8680885925851 |
| 1996-11-01 | 36.7217613341299 |
| 1996-12-01 | 36.5920405012050 |
| 1997-01-01 | 36.9348903551008 |
| 1997-02-01 | 37.1354221121839 |
| 1997-03-01 | 37.1115134315386 |
| 1997-04-01 | 37.2139523008410 |
| 1997-05-01 | 37.2774195649796 |
| 1997-06-01 | 37.3305279290017 |
| 1997-07-01 | 37.2557801353009 |
| 1997-08-01 | 37.3540863243435 |
| 1997-09-01 | 37.1715784236073 |
| 1997-10-01 | 37.2703987313678 |
| 1997-11-01 | 37.2199867540553 |
| 1997-12-01 | 37.1748704849200 |
| 1998-01-01 | 37.6766007931428 |
| 1998-02-01 | 37.7705824632928 |
| 1998-03-01 | 37.9387561558571 |
| 1998-04-01 | 37.1143894958565 |
| 1998-05-01 | 36.9848913489460 |
| 1998-06-01 | 37.2301864511248 |
| 1998-07-01 | 37.2148501685363 |
| 1998-08-01 | 37.2106235391444 |
| 1998-09-01 | 37.2523027804983 |
| 1998-10-01 | 37.7746050549675 |
| 1998-11-01 | 37.8989647828811 |
| 1998-12-01 | 38.0524151560615 |
| 1999-01-01 | 37.8996284463030 |
| 1999-02-01 | 37.8222263699842 |
| 1999-03-01 | 38.0568188163686 |
| 1999-04-01 | 38.4278662605668 |
| 1999-05-01 | 38.4061624965422 |
| 1999-06-01 | 38.3477054484208 |
| 1999-07-01 | 38.3806765354970 |
| 1999-08-01 | 38.3806600163886 |
| 1999-09-01 | 38.6240692180955 |
| 1999-10-01 | 38.5802216081133 |
| 1999-11-01 | 38.5619014866378 |
| 1999-12-01 | 38.5312786875360 |
| 2000-01-01 | 38.6231752302001 |
| 2000-02-01 | 38.6650397057288 |
| 2000-03-01 | 38.8828018969291 |
| 2000-04-01 | 38.0602897257807 |
| 2000-05-01 | 38.2262255032879 |
| 2000-06-01 | 38.3590759623527 |
| 2000-07-01 | 38.7465937365403 |
| 2000-08-01 | 38.9411893375263 |
| 2000-09-01 | 38.8920385523353 |
| 2000-10-01 | 38.9970677476220 |
| 2000-11-01 | 39.1229787791209 |
| 2000-12-01 | 39.2187211593444 |
| 2001-01-01 | 39.3304671641522 |
| 2001-02-01 | 39.4020686399538 |
| 2001-03-01 | 39.6123266740890 |
| 2001-04-01 | 39.7908882463324 |
| 2001-05-01 | 39.9411417787406 |
| 2001-06-01 | 40.0731943482448 |
| 2001-07-01 | 39.8175720586185 |
| 2001-08-01 | 40.1987215963939 |
| 2001-09-01 | 40.2769813330638 |
| 2001-10-01 | 40.3093144396043 |
| 2001-11-01 | 40.4875591516155 |
| 2001-12-01 | 40.8021050244942 |
| 2002-01-01 | 40.6363639598089 |
| 2002-02-01 | 40.7343891146341 |
| 2002-03-01 | 40.8463497703924 |
| 2002-04-01 | 40.6095714533997 |
| 2002-05-01 | 40.6507810237640 |
| 2002-06-01 | 40.6606819633330 |
| 2002-07-01 | 40.7969580553009 |
| 2002-08-01 | 40.8611719624423 |
| 2002-09-01 | 40.9789458874191 |
| 2002-10-01 | 40.9183864603150 |
| 2002-11-01 | 41.0797240846394 |
| 2002-12-01 | 41.1051624749815 |
| 2003-01-01 | 41.5313870737861 |
| 2003-02-01 | 41.3650479069671 |
| 2003-03-01 | 41.2758121483854 |
| 2003-04-01 | 41.2122261104654 |
| 2003-05-01 | 41.2571254151039 |
| 2003-06-01 | 41.3299825026110 |
| 2003-07-01 | 41.4777803487072 |
| 2003-08-01 | 41.5469048068330 |
| 2003-09-01 | 41.9938290750936 |
| 2003-10-01 | 41.8122619814763 |
| 2003-11-01 | 41.8777222514621 |
| 2003-12-01 | 42.0098463950600 |
| 2004-01-01 | 42.1153824731866 |
| 2004-02-01 | 42.2945467964635 |
| 2004-03-01 | 42.4056679712525 |
| 2004-04-01 | 42.8155328157441 |
| 2004-05-01 | 42.9540280770939 |
| 2004-06-01 | 43.0955805911181 |
| 2004-07-01 | 43.0607847961086 |
| 2004-08-01 | 43.2556506104228 |
| 2004-09-01 | 43.1045949263026 |
| 2004-10-01 | 43.2956795151818 |
| 2004-11-01 | 43.3760029872577 |
| 2004-12-01 | 43.5259608803800 |
| 2005-01-01 | 43.5930217545478 |
| 2005-02-01 | 43.6248083299120 |
| 2005-03-01 | 43.8306385936527 |
| 2005-04-01 | 43.9239926741568 |
| 2005-05-01 | 43.9471907264379 |
| 2005-06-01 | 43.8606832144656 |
| 2005-07-01 | 44.3383341568453 |
| 2005-08-01 | 44.4527376216141 |
| 2005-09-01 | 44.6205112725535 |
| 2005-10-01 | 44.9863335488891 |
| 2005-11-01 | 44.8752529487638 |
| 2005-12-01 | 45.0578709307924 |
| 2006-01-01 | 44.8585534582983 |
| 2006-02-01 | 44.9521106780314 |
| 2006-03-01 | 45.0312086617099 |
| 2006-04-01 | 45.2437325690805 |
| 2006-05-01 | 45.3401091775830 |
| 2006-06-01 | 45.3389725123365 |
| 2006-07-01 | 45.0141346112840 |
| 2006-08-01 | 45.1369225042800 |
| 2006-09-01 | 45.4301135517331 |
| 2006-10-01 | 45.5959541099660 |
| 2006-11-01 | 45.6880948871126 |
| 2006-12-01 | 45.8065708296385 |
| 2007-01-01 | 46.1277879693584 |
| 2007-02-01 | 46.2639833422354 |
| 2007-03-01 | 46.4146500016566 |
| 2007-04-01 | 46.5577669099601 |
| 2007-05-01 | 46.8356856177808 |
| 2007-06-01 | 47.1206570608408 |
| 2007-07-01 | 47.4135722934580 |
| 2007-08-01 | 47.5266094607203 |
| 2007-09-01 | 47.6260950535155 |
| 2007-10-01 | 47.7102569708382 |
| 2007-11-01 | 47.8962857117571 |
| 2007-12-01 | 47.9615787899288 |
| 2008-01-01 | 48.3065697591627 |
| 2008-02-01 | 48.3503820656022 |
| 2008-03-01 | 48.3853261869422 |
| 2008-04-01 | 48.3597052594526 |
| 2008-05-01 | 48.5354339322096 |
| 2008-06-01 | 48.7161088248248 |
| 2008-07-01 | 48.9164032674475 |
| 2008-08-01 | 49.0034002171624 |
| 2008-09-01 | 49.1197107213406 |
| 2008-10-01 | 49.2313364463584 |
| 2008-11-01 | 49.4289140009679 |
| 2008-12-01 | 49.5274747770861 |
| 2009-01-01 | 49.1925511788650 |
| 2009-02-01 | 49.3062062783723 |
| 2009-03-01 | 49.4509494518365 |
| 2009-04-01 | 49.3370916784603 |
| 2009-05-01 | 49.4349348443977 |
| 2009-06-01 | 49.2103922898724 |
| 2009-07-01 | 49.2363655105199 |
| 2009-08-01 | 49.3741931859425 |
| 2009-09-01 | 49.3239915995315 |
| 2009-10-01 | 49.4619871753258 |
| 2009-11-01 | 49.4659545560043 |
| 2009-12-01 | 49.5867325299237 |
| 2010-01-01 | 49.7007941279465 |
| 2010-02-01 | 49.6499106699133 |
| 2010-03-01 | 49.9154913243477 |
| 2010-04-01 | 50.0972865398161 |
| 2010-05-01 | 50.0229995310704 |
| 2010-06-01 | 50.3142106329902 |
| 2010-07-01 | 50.2746789809033 |
| 2010-08-01 | 50.3647029123090 |
| 2010-09-01 | 50.5303630350031 |
| 2010-10-01 | 50.3793529527966 |
| 2010-11-01 | 50.3926189131060 |
| 2010-12-01 | 50.3227552345581 |
| 2011-01-01 | 50.4181264000359 |
| 2011-02-01 | 50.6004329357145 |
| 2011-03-01 | 50.4850026870261 |
| 2011-04-01 | 50.6483305458941 |
| 2011-05-01 | 50.6042226437007 |
| 2011-06-01 | 50.6106281005713 |
| 2011-07-01 | 50.7306966115782 |
| 2011-08-01 | 50.6793824970028 |
| 2011-09-01 | 50.6381509850029 |
| 2011-10-01 | 50.6897687871394 |
| 2011-11-01 | 50.5001570649564 |
| 2011-12-01 | 50.4415957635069 |
| 2012-01-01 | 50.9337989132662 |
| 2012-02-01 | 51.0602822076639 |
| 2012-03-01 | 51.0763152555277 |
| 2012-04-01 | 50.8984661173754 |
| 2012-05-01 | 50.9656332470491 |
| 2012-06-01 | 51.0228659332540 |
| 2012-07-01 | 51.0848010722848 |
| 2012-08-01 | 51.2084356805591 |
| 2012-09-01 | 51.0544095721173 |
| 2012-10-01 | 51.1879504720092 |
| 2012-11-01 | 51.3906906190143 |
| 2012-12-01 | 51.5469494328818 |
| 2013-01-01 | 51.2327318465155 |
| 2013-02-01 | 51.5395371575549 |
| 2013-03-01 | 51.0704228776120 |
| 2013-04-01 | 51.3622146693465 |
| 2013-05-01 | 51.4210637286274 |
| 2013-06-01 | 51.5471169872392 |
| 2013-07-01 | 51.5248428488436 |
| 2013-08-01 | 51.5341802217103 |
| 2013-09-01 | 51.8786892125285 |
| 2013-10-01 | 51.7891151706625 |
| 2013-11-01 | 51.8695984192998 |
| 2013-12-01 | 51.9406746456759 |
| 2014-01-01 | 52.4372101529412 |
| 2014-02-01 | 52.2397394653292 |
| 2014-03-01 | 52.4784737252711 |
| 2014-04-01 | 52.5277684032177 |
| 2014-05-01 | 52.6540812247937 |
| 2014-06-01 | 52.8800330466557 |
| 2014-07-01 | 52.8532843954604 |
| 2014-08-01 | 53.1607157313932 |
| 2014-09-01 | 53.2982926574193 |
| 2014-10-01 | 53.5896904092399 |
| 2014-11-01 | 53.7543689763229 |
| 2014-12-01 | 53.9369144429235 |
| 2015-01-01 | 53.9404909122243 |
| 2015-02-01 | 53.9481268389218 |
| 2015-03-01 | 54.0923414783479 |
| 2015-04-01 | 54.3874031407699 |
| 2015-05-01 | 54.4912662668218 |
| 2015-06-01 | 54.3961790731114 |
| 2015-07-01 | 54.4703533627178 |
| 2015-08-01 | 54.3616414622437 |
| 2015-09-01 | 54.7257643869330 |
| 2015-10-01 | 55.0058576926903 |
| 2015-11-01 | 55.1554359485792 |
| 2015-12-01 | 55.1456480009422 |
| 2016-01-01 | 55.2348295499011 |
| 2016-02-01 | 55.2519386868610 |
| 2016-03-01 | 55.3218442102777 |
| 2016-04-01 | 55.2526326354851 |
| 2016-05-01 | 55.2399202050130 |
| 2016-06-01 | 55.1932441729676 |
| 2016-07-01 | 55.4664104293128 |
| 2016-08-01 | 55.3549436650079 |
| 2016-09-01 | 55.4611036663363 |
| 2016-10-01 | 55.3282820779667 |
| 2016-11-01 | 55.2716985579210 |
| 2016-12-01 | 55.3585356243421 |
| 2017-01-01 | 55.4217771523677 |
| 2017-02-01 | 55.4360070683191 |
| 2017-03-01 | 55.4498668952375 |
| 2017-04-01 | 55.3448843323468 |
| 2017-05-01 | 55.4174149658621 |
| 2017-06-01 | 55.2738066709547 |
| 2017-07-01 | 55.6605473996291 |
| 2017-08-01 | 55.2428165181985 |
| 2017-09-01 | 55.1839614071507 |
| 2017-10-01 | 55.0392700176283 |
| 2017-11-01 | 54.9823764057296 |
| 2017-12-01 | 54.9708416379479 |
| 2018-01-01 | 54.7930758029881 |
| 2018-02-01 | 55.1202972044430 |
| 2018-03-01 | 55.0794844233048 |
| 2018-04-01 | 55.3604670444464 |
| 2018-05-01 | 55.3213803228730 |
| 2018-06-01 | 55.3635344195291 |
| 2018-07-01 | 55.2548910096048 |
| 2018-08-01 | 55.4358655299390 |
| 2018-09-01 | 55.1844201529706 |
| 2018-10-01 | 55.2292653141036 |
| 2018-11-01 | 54.9633485556154 |
| 2018-12-01 | 55.1603587605576 |
| 2019-01-01 | 55.7882423766257 |
| 2019-02-01 | 55.7169339221006 |
| 2019-03-01 | 55.9161929962787 |
| 2019-04-01 | 55.9854908629796 |
| 2019-05-01 | 56.1405843354317 |
| 2019-06-01 | 56.4792172193100 |
| 2019-07-01 | 56.4740695205227 |
| 2019-08-01 | 56.4229659348510 |
| 2019-09-01 | 56.0610464466909 |
| 2019-10-01 | 56.0792982964076 |
| 2019-11-01 | 56.7225629812925 |
| 2019-12-01 | 56.8323913683516 |
| 2020-01-01 | 56.6853947979089 |
| 2020-02-01 | 56.7449086876226 |
| 2020-03-01 | 56.5584136163351 |
| 2020-04-01 | 49.9478645393212 |
| 2020-05-01 | 51.4990218624741 |
| 2020-06-01 | 53.5135300349852 |
| 2020-07-01 | 53.1417085732251 |
| 2020-08-01 | 53.2740967282552 |
| 2020-09-01 | 53.7233914070766 |
| 2020-10-01 | 53.8278679558246 |
| 2020-11-01 | 53.8092201604801 |
| 2020-12-01 | 53.8024532454276 |
| 2021-01-01 | 54.4011278729747 |
| 2021-02-01 | 54.2826884747815 |
| 2021-03-01 | 54.3823628043629 |
| 2021-04-01 | 54.3858285985477 |
| 2021-05-01 | 54.3049190761544 |
| 2021-06-01 | 54.2666786460765 |
| 2021-07-01 | 54.4425927921902 |
| 2021-08-01 | 54.4337922263830 |
| 2021-09-01 | 53.8677826310559 |
| 2021-10-01 | 54.2651460211379 |
| 2021-11-01 | 54.5021668516146 |
| 2021-12-01 | 54.5799078322906 |
| 2022-01-01 | 54.1189985914985 |
| 2022-02-01 | 54.1259350511515 |
| 2022-03-01 | 54.1921792101699 |
| 2022-04-01 | 54.3267199093516 |
| 2022-05-01 | 54.3238536048212 |
| 2022-06-01 | 54.2160410053152 |
| 2022-07-01 | 54.4176273726298 |
| 2022-08-01 | 54.4709786355126 |
| 2022-09-01 | 54.7248044349887 |
| 2022-10-01 | 54.8411790679125 |
| 2022-11-01 | 54.7138853900103 |
| 2022-12-01 | 54.7742342809055 |
| 2023-01-01 | 54.6436593786937 |
| 2023-02-01 | 54.7558531102837 |
| 2023-03-01 | 54.7854693201487 |
| 2023-04-01 | 55.0453580780897 |
| 2023-05-01 | 55.4263554948834 |
| 2023-06-01 | 55.7509717990326 |
| 2023-07-01 | 56.0128815044268 |
| 2023-08-01 | 56.3216227574974 |
| 2023-09-01 | 56.2927831729606 |
| 2023-10-01 | 56.6342583096993 |
| 2023-11-01 | 56.7350602501109 |
| 2023-12-01 | 57.0883792646409 |
| 2024-01-01 | 57.2530430635453 |
| 2024-02-01 | 57.4699525030681 |
| 2024-03-01 | 57.8719632718477 |
| 2024-04-01 | 57.9472684767868 |
| 2024-05-01 | 58.3220321247718 |
| 2024-06-01 | 58.4635119909247 |
| 2024-07-01 | 58.7167720980830 |
| 2024-08-01 | 59.0829879411465 |
| 2024-09-01 | 59.4905342917490 |
| 2024-10-01 | 59.7466986349724 |
| 2024-11-01 | 60.0503298375509 |
| 2024-12-01 | 60.2066869932031 |
| 2025-01-01 | 60.7532169546693 |
| 2025-02-01 | 61.3663701680803 |
| 2025-03-01 | 61.3445189182459 |
| 2025-04-01 | 61.6447753530395 |
| 2025-05-01 | 61.5088785803459 |
| 2025-06-01 | 61.6642220906485 |
| 2025-07-01 | 61.7407259365297 |
| 2025-08-01 | 61.7778927079361 |
| 2025-09-01 | 61.7887379183361 |
| 2025-10-01 | 61.5648778718260 |
| 2025-11-01 | 61.6719795361598 |
| 2025-12-01 | 61.5368729727790 |
| 2026-01-01 | 61.8313909837321 |
| 2026-02-01 | 61.7428125974374 |
| 2026-03-01 | 61.9146474638845 |
| 2026-04-01 | 61.6323461348536 |
| 2026-05-01 | 61.7180994445248 |