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 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 | 29.3204367999159 |
| 1990-02-01 | 29.3531979317779 |
| 1990-03-01 | 29.3172591322556 |
| 1990-04-01 | 29.2150277123374 |
| 1990-05-01 | 29.3434055056237 |
| 1990-06-01 | 29.5606656358765 |
| 1990-07-01 | 29.5214820332747 |
| 1990-08-01 | 29.7600843475673 |
| 1990-09-01 | 29.8770797164726 |
| 1990-10-01 | 29.9892752498636 |
| 1990-11-01 | 30.1721484235130 |
| 1990-12-01 | 30.2727371874717 |
| 1991-01-01 | 30.2099969103499 |
| 1991-02-01 | 30.3408356872600 |
| 1991-03-01 | 30.5043066513621 |
| 1991-04-01 | 30.7124107676622 |
| 1991-05-01 | 30.8405758378801 |
| 1991-06-01 | 31.1804636608165 |
| 1991-07-01 | 31.2517453839304 |
| 1991-08-01 | 31.3970394298634 |
| 1991-09-01 | 31.5830832693949 |
| 1991-10-01 | 31.5731406532212 |
| 1991-11-01 | 31.6646033506006 |
| 1991-12-01 | 31.7558883288876 |
| 1992-01-01 | 31.8945228974002 |
| 1992-02-01 | 32.0132856904140 |
| 1992-03-01 | 31.9891877229303 |
| 1992-04-01 | 32.6045840601830 |
| 1992-05-01 | 32.8324126396005 |
| 1992-06-01 | 32.9128892735599 |
| 1992-07-01 | 33.1922057767787 |
| 1992-08-01 | 33.2439634225998 |
| 1992-09-01 | 33.2002583154413 |
| 1992-10-01 | 33.3584505609286 |
| 1992-11-01 | 33.4571643859480 |
| 1992-12-01 | 33.5373239502738 |
| 1993-01-01 | 33.7755858166613 |
| 1993-02-01 | 34.0691815284157 |
| 1993-03-01 | 33.8751362045601 |
| 1993-04-01 | 33.4912974582569 |
| 1993-05-01 | 33.3178814029207 |
| 1993-06-01 | 33.4448889361274 |
| 1993-07-01 | 33.7173567727820 |
| 1993-08-01 | 33.7659441722364 |
| 1993-09-01 | 34.0258971958305 |
| 1993-10-01 | 34.2596463043081 |
| 1993-11-01 | 34.5670221443787 |
| 1993-12-01 | 34.5295298472640 |
| 1994-01-01 | 34.6599535945162 |
| 1994-02-01 | 34.7043239225322 |
| 1994-03-01 | 34.8710649691111 |
| 1994-04-01 | 34.3775082910276 |
| 1994-05-01 | 34.8954446296144 |
| 1994-06-01 | 34.9664620109066 |
| 1994-07-01 | 35.0534958565114 |
| 1994-08-01 | 35.1879227485048 |
| 1994-09-01 | 35.4555377774485 |
| 1994-10-01 | 35.5612811882656 |
| 1994-11-01 | 35.5857716985979 |
| 1994-12-01 | 35.7177878799727 |
| 1995-01-01 | 35.7635194634242 |
| 1995-02-01 | 35.9517124320907 |
| 1995-03-01 | 35.9711345330114 |
| 1995-04-01 | 36.0548254166789 |
| 1995-05-01 | 36.1837239861293 |
| 1995-06-01 | 36.2639336969158 |
| 1995-07-01 | 36.0774826175452 |
| 1995-08-01 | 36.2932829866525 |
| 1995-09-01 | 36.2763339351005 |
| 1995-10-01 | 36.3635563779362 |
| 1995-11-01 | 36.6058672384601 |
| 1995-12-01 | 36.6001910936155 |
| 1996-01-01 | 36.6974981584725 |
| 1996-02-01 | 36.7220968572379 |
| 1996-03-01 | 36.6888443704071 |
| 1996-04-01 | 36.7320948849179 |
| 1996-05-01 | 36.8758435408547 |
| 1996-06-01 | 36.8395549606961 |
| 1996-07-01 | 36.9869597480701 |
| 1996-08-01 | 37.1852664694662 |
| 1996-09-01 | 36.9801455463675 |
| 1996-10-01 | 36.8680891842667 |
| 1996-11-01 | 36.7217567460599 |
| 1996-12-01 | 36.5920349408037 |
| 1997-01-01 | 36.9348766157244 |
| 1997-02-01 | 37.1354032461636 |
| 1997-03-01 | 37.1114901499598 |
| 1997-04-01 | 37.2139769090103 |
| 1997-05-01 | 37.2774329854997 |
| 1997-06-01 | 37.3305390090209 |
| 1997-07-01 | 37.2557936771312 |
| 1997-08-01 | 37.3540922416224 |
| 1997-09-01 | 37.1715832483630 |
| 1997-10-01 | 37.2703965971627 |
| 1997-11-01 | 37.2199804221171 |
| 1997-12-01 | 37.1748610493935 |
| 1998-01-01 | 37.6765816090113 |
| 1998-02-01 | 37.7705557507863 |
| 1998-03-01 | 37.9387228169293 |
| 1998-04-01 | 37.1144396923146 |
| 1998-05-01 | 36.9849068240895 |
| 1998-06-01 | 37.2301992937210 |
| 1998-07-01 | 37.2148627867862 |
| 1998-08-01 | 37.2106293768126 |
| 1998-09-01 | 37.2523056803495 |
| 1998-10-01 | 37.7746016151897 |
| 1998-11-01 | 37.8989567033735 |
| 1998-12-01 | 38.0524033679693 |
| 1999-01-01 | 37.8996078000732 |
| 1999-02-01 | 37.8221979057196 |
| 1999-03-01 | 38.0567776608400 |
| 1999-04-01 | 38.4279269148217 |
| 1999-05-01 | 38.4061839162403 |
| 1999-06-01 | 38.3477209588122 |
| 1999-07-01 | 38.3806877581857 |
| 1999-08-01 | 38.3806654300024 |
| 1999-09-01 | 38.6240705678929 |
| 1999-10-01 | 38.5802168946937 |
| 1999-11-01 | 38.5618928647429 |
| 1999-12-01 | 38.5312664384127 |
| 2000-01-01 | 38.6231560429564 |
| 2000-02-01 | 38.6650135827691 |
| 2000-03-01 | 38.8827604411178 |
| 2000-04-01 | 38.0603467189315 |
| 2000-05-01 | 38.2262454499008 |
| 2000-06-01 | 38.3590907590591 |
| 2000-07-01 | 38.7466043506491 |
| 2000-08-01 | 38.9411939488554 |
| 2000-09-01 | 38.8920382178876 |
| 2000-10-01 | 38.9970635076275 |
| 2000-11-01 | 39.1229714458873 |
| 2000-12-01 | 39.2187103894737 |
| 2001-01-01 | 39.3304524418346 |
| 2001-02-01 | 39.4020488483139 |
| 2001-03-01 | 39.6122871833669 |
| 2001-04-01 | 39.7909349495731 |
| 2001-05-01 | 39.9411606755568 |
| 2001-06-01 | 40.0732077493095 |
| 2001-07-01 | 39.8175811848145 |
| 2001-08-01 | 40.1987253070757 |
| 2001-09-01 | 40.2769795604223 |
| 2001-10-01 | 40.3093107072740 |
| 2001-11-01 | 40.4875541361601 |
| 2001-12-01 | 40.8020967819936 |
| 2002-01-01 | 40.6363539682009 |
| 2002-02-01 | 40.7343771510834 |
| 2002-03-01 | 40.8463210528953 |
| 2002-04-01 | 40.6095986835166 |
| 2002-05-01 | 40.6507946876660 |
| 2002-06-01 | 40.6606923731085 |
| 2002-07-01 | 40.7969652797863 |
| 2002-08-01 | 40.8611746765150 |
| 2002-09-01 | 40.9789436338352 |
| 2002-10-01 | 40.9183844024279 |
| 2002-11-01 | 41.0797214839514 |
| 2002-12-01 | 41.1051576633644 |
| 2003-01-01 | 41.5313819690124 |
| 2003-02-01 | 41.3650432547577 |
| 2003-03-01 | 41.2757915359157 |
| 2003-04-01 | 41.2122375302450 |
| 2003-05-01 | 41.2571351711356 |
| 2003-06-01 | 41.3299898193357 |
| 2003-07-01 | 41.4777851406751 |
| 2003-08-01 | 41.5469068597232 |
| 2003-09-01 | 41.9938270834983 |
| 2003-10-01 | 41.8122608891206 |
| 2003-11-01 | 41.8777211750927 |
| 2003-12-01 | 42.0098443362580 |
| 2004-01-01 | 42.1153802114222 |
| 2004-02-01 | 42.2945456872639 |
| 2004-03-01 | 42.4056569572620 |
| 2004-04-01 | 42.8155358944646 |
| 2004-05-01 | 42.9540321116771 |
| 2004-06-01 | 43.0955847575921 |
| 2004-07-01 | 43.0607878248223 |
| 2004-08-01 | 43.2556523134863 |
| 2004-09-01 | 43.1045934110818 |
| 2004-10-01 | 43.2956794629547 |
| 2004-11-01 | 43.3760028236771 |
| 2004-12-01 | 43.5259604021211 |
| 2005-01-01 | 43.5930210203913 |
| 2005-02-01 | 43.6248081492470 |
| 2005-03-01 | 43.8306319086480 |
| 2005-04-01 | 43.9239939270297 |
| 2005-05-01 | 43.9471922362246 |
| 2005-06-01 | 43.8606851877149 |
| 2005-07-01 | 44.3383357153524 |
| 2005-08-01 | 44.4527390722672 |
| 2005-09-01 | 44.6205098392257 |
| 2005-10-01 | 44.9863336986919 |
| 2005-11-01 | 44.8752530472612 |
| 2005-12-01 | 45.0578710686925 |
| 2006-01-01 | 44.8585529484862 |
| 2006-02-01 | 44.9521102340264 |
| 2006-03-01 | 45.0312069421659 |
| 2006-04-01 | 45.2437324940133 |
| 2006-05-01 | 45.3401093390913 |
| 2006-06-01 | 45.3389734070750 |
| 2006-07-01 | 45.0141353621103 |
| 2006-08-01 | 45.1369233329821 |
| 2006-09-01 | 45.4301125456552 |
| 2006-10-01 | 45.5959543218871 |
| 2006-11-01 | 45.6880949470945 |
| 2006-12-01 | 45.8065708597159 |
| 2007-01-01 | 46.1277877819637 |
| 2007-02-01 | 46.2639833465712 |
| 2007-03-01 | 46.4146491677034 |
| 2007-04-01 | 46.5577669199610 |
| 2007-05-01 | 46.8356856344742 |
| 2007-06-01 | 47.1206574918651 |
| 2007-07-01 | 47.4135726097698 |
| 2007-08-01 | 47.5266099671826 |
| 2007-09-01 | 47.6260944583751 |
| 2007-10-01 | 47.7102569858110 |
| 2007-11-01 | 47.8962856948845 |
| 2007-12-01 | 47.9615788033368 |
| 2008-01-01 | 48.3065696197717 |
| 2008-02-01 | 48.3503821537935 |
| 2008-03-01 | 48.3853260976421 |
| 2008-04-01 | 48.3597051905590 |
| 2008-05-01 | 48.5354338467733 |
| 2008-06-01 | 48.7161089727882 |
| 2008-07-01 | 48.9164033447991 |
| 2008-08-01 | 49.0034004032480 |
| 2008-09-01 | 49.1197105942019 |
| 2008-10-01 | 49.2313363737479 |
| 2008-11-01 | 49.4289139716969 |
| 2008-12-01 | 49.5274748452868 |
| 2009-01-01 | 49.1925511338077 |
| 2009-02-01 | 49.3062064555640 |
| 2009-03-01 | 49.4509493706046 |
| 2009-04-01 | 49.3370916036241 |
| 2009-05-01 | 49.4349347484721 |
| 2009-06-01 | 49.2103922718848 |
| 2009-07-01 | 49.2363655292795 |
| 2009-08-01 | 49.3741932567106 |
| 2009-09-01 | 49.3239914778587 |
| 2009-10-01 | 49.4619871870474 |
| 2009-11-01 | 49.4659545419806 |
| 2009-12-01 | 49.5867327645218 |
| 2010-01-01 | 49.7007941206132 |
| 2010-02-01 | 49.6499114799992 |
| 2010-03-01 | 49.9154903658794 |
| 2010-04-01 | 50.0972865856214 |
| 2010-05-01 | 50.0229995112855 |
| 2010-06-01 | 50.3142105415063 |
| 2010-07-01 | 50.2746788606251 |
| 2010-08-01 | 50.3647027975005 |
| 2010-09-01 | 50.5303630906829 |
| 2010-10-01 | 50.3793530121370 |
| 2010-11-01 | 50.3926189212083 |
| 2010-12-01 | 50.3227557009359 |
| 2011-01-01 | 50.4181263528537 |
| 2011-02-01 | 50.6004344434633 |
| 2011-03-01 | 50.4850008009570 |
| 2011-04-01 | 50.6483307086476 |
| 2011-05-01 | 50.6042227610983 |
| 2011-06-01 | 50.6106281617817 |
| 2011-07-01 | 50.7306956537444 |
| 2011-08-01 | 50.6793825259703 |
| 2011-09-01 | 50.6381513169805 |
| 2011-10-01 | 50.6897689204924 |
| 2011-11-01 | 50.5001571215444 |
| 2011-12-01 | 50.4415964852567 |
| 2012-01-01 | 50.9337988202830 |
| 2012-02-01 | 51.0602843020625 |
| 2012-03-01 | 51.0763123487944 |
| 2012-04-01 | 50.8984662907916 |
| 2012-05-01 | 50.9656334147642 |
| 2012-06-01 | 51.0228661513502 |
| 2012-07-01 | 51.0847993942530 |
| 2012-08-01 | 51.2084361416138 |
| 2012-09-01 | 51.0544106414694 |
| 2012-10-01 | 51.1879509689644 |
| 2012-11-01 | 51.3906908039336 |
| 2012-12-01 | 51.5469499840638 |
| 2013-01-01 | 51.2327311593121 |
| 2013-02-01 | 51.5395385181969 |
| 2013-03-01 | 51.0704191827428 |
| 2013-04-01 | 51.3622142266297 |
| 2013-05-01 | 51.4210638571758 |
| 2013-06-01 | 51.5471180648346 |
| 2013-07-01 | 51.5248419771023 |
| 2013-08-01 | 51.5341834309420 |
| 2013-09-01 | 51.8786928657355 |
| 2013-10-01 | 51.7891163499322 |
| 2013-11-01 | 51.8695966017646 |
| 2013-12-01 | 51.9406712755918 |
| 2014-01-01 | 52.4372053668010 |
| 2014-02-01 | 52.2397383761206 |
| 2014-03-01 | 52.4784699379623 |
| 2014-04-01 | 52.5277697435202 |
| 2014-05-01 | 52.6540846394916 |
| 2014-06-01 | 52.8800382647524 |
| 2014-07-01 | 52.8532909076587 |
| 2014-08-01 | 53.1607245649004 |
| 2014-09-01 | 53.2982981093803 |
| 2014-10-01 | 53.5896864038080 |
| 2014-11-01 | 53.7543555342761 |
| 2014-12-01 | 53.9368964403235 |
| 2015-01-01 | 53.9404561628179 |
| 2015-02-01 | 53.9481258500355 |
| 2015-03-01 | 54.0923542664995 |
| 2015-04-01 | 54.3874292404019 |
| 2015-05-01 | 54.4912972478850 |
| 2015-06-01 | 54.3962088580523 |
| 2015-07-01 | 54.4703747256468 |
| 2015-08-01 | 54.3616431784464 |
| 2015-09-01 | 54.7257490435894 |
| 2015-10-01 | 55.0058297934220 |
| 2015-11-01 | 55.1554012378261 |
| 2015-12-01 | 55.1455281546257 |
| 2016-01-01 | 55.2347721980978 |
| 2016-02-01 | 55.2519565615058 |
| 2016-03-01 | 55.3219102748156 |
| 2016-04-01 | 55.2527345777605 |
| 2016-05-01 | 55.2400307439927 |
| 2016-06-01 | 55.1933344368181 |
| 2016-07-01 | 55.4664591522745 |
| 2016-08-01 | 55.3549285987296 |
| 2016-09-01 | 55.4609337057899 |
| 2016-10-01 | 55.3282172591968 |
| 2016-11-01 | 55.2715949998864 |
| 2016-12-01 | 55.3582900688783 |
| 2017-01-01 | 55.4217136092042 |
| 2017-02-01 | 55.4360386469492 |
| 2017-03-01 | 55.4499787984715 |
| 2017-04-01 | 55.3451134894309 |
| 2017-05-01 | 55.4180715662980 |
| 2017-06-01 | 55.2734592033957 |
| 2017-07-01 | 55.6609258026189 |
| 2017-08-01 | 55.2427196390184 |
| 2017-09-01 | 55.1834644059330 |
| 2017-10-01 | 55.0390738627915 |
| 2017-11-01 | 54.9821898023878 |
| 2017-12-01 | 54.9704632523686 |
| 2018-01-01 | 54.7931223892947 |
| 2018-02-01 | 55.1203513293803 |
| 2018-03-01 | 55.0796665781350 |
| 2018-04-01 | 55.3608616719521 |
| 2018-05-01 | 55.3226056905372 |
| 2018-06-01 | 55.3627518684324 |
| 2018-07-01 | 55.2555986205273 |
| 2018-08-01 | 55.4357234000906 |
| 2018-09-01 | 55.1833509278823 |
| 2018-10-01 | 55.2289715389549 |
| 2018-11-01 | 54.9630022634859 |
| 2018-12-01 | 55.1600796899476 |
| 2019-01-01 | 55.7883858054061 |
| 2019-02-01 | 55.7170189266908 |
| 2019-03-01 | 55.9164502993513 |
| 2019-04-01 | 55.9860402426307 |
| 2019-05-01 | 56.1423740844210 |
| 2019-06-01 | 56.4779367822741 |
| 2019-07-01 | 56.4750849885176 |
| 2019-08-01 | 56.4227220419327 |
| 2019-09-01 | 56.0594559199732 |
| 2019-10-01 | 56.0788976468626 |
| 2019-11-01 | 56.7221221557918 |
| 2019-12-01 | 56.8322998564488 |
| 2020-01-01 | 56.6857001304263 |
| 2020-02-01 | 56.7450549785716 |
| 2020-03-01 | 56.5587401950193 |
| 2020-04-01 | 49.9484033916191 |
| 2020-05-01 | 51.5007048923164 |
| 2020-06-01 | 53.5123482193265 |
| 2020-07-01 | 53.1427001295514 |
| 2020-08-01 | 53.2736639537926 |
| 2020-09-01 | 53.7215807288702 |
| 2020-10-01 | 53.8274281014955 |
| 2020-11-01 | 53.8086167284907 |
| 2020-12-01 | 53.8025309996774 |
| 2021-01-01 | 54.4014204206866 |
| 2021-02-01 | 54.2830077208982 |
| 2021-03-01 | 54.3830703250441 |
| 2021-04-01 | 54.3868617193215 |
| 2021-05-01 | 54.3069796287005 |
| 2021-06-01 | 54.2654159235572 |
| 2021-07-01 | 54.4432370425050 |
| 2021-08-01 | 54.4326168441770 |
| 2021-09-01 | 53.8656043373658 |
| 2021-10-01 | 54.2642597426275 |
| 2021-11-01 | 54.5011345361224 |
| 2021-12-01 | 54.5802322495582 |
| 2022-01-01 | 54.1192468576518 |
| 2022-02-01 | 54.1267098005028 |
| 2022-03-01 | 54.1945655530285 |
| 2022-04-01 | 54.3288271995329 |
| 2022-05-01 | 54.3266370365771 |
| 2022-06-01 | 54.2151461718526 |
| 2022-07-01 | 54.4166619701737 |
| 2022-08-01 | 54.4677421371940 |
| 2022-09-01 | 54.7211802774051 |
| 2022-10-01 | 54.8400626031137 |
| 2022-11-01 | 54.7118310227121 |
| 2022-12-01 | 54.7749045515156 |
| 2023-01-01 | 54.6439108423916 |
| 2023-02-01 | 54.7575049809818 |
| 2023-03-01 | 54.7901882194333 |
| 2023-04-01 | 55.0493901683224 |
| 2023-05-01 | 55.4389666320632 |
| 2023-06-01 | 55.7442779130109 |
| 2023-07-01 | 56.0069755436204 |
| 2023-08-01 | 56.3147707463324 |
| 2023-09-01 | 56.2868505709038 |
| 2023-10-01 | 56.6322129694896 |
| 2023-11-01 | 56.7323503359774 |
| 2023-12-01 | 57.0901313447425 |
| 2024-01-01 | 57.2540730026556 |
| 2024-02-01 | 57.4729265603105 |
| 2024-03-01 | 57.8796930641114 |
| 2024-04-01 | 57.9544322588960 |
| 2024-05-01 | 58.3489025084999 |
| 2024-06-01 | 58.4482125412190 |
| 2024-07-01 | 58.7043848763420 |
| 2024-08-01 | 59.0714835524573 |
| 2024-09-01 | 59.4814070198525 |
| 2024-10-01 | 59.7436024783938 |
| 2024-11-01 | 60.0469087869175 |
| 2024-12-01 | 60.2096070129708 |
| 2025-01-01 | 60.7552929608555 |
| 2025-02-01 | 61.3708124271133 |
| 2025-03-01 | 61.3548953292470 |
| 2025-04-01 | 61.6556366310106 |
| 2025-05-01 | 61.5547896613890 |
| 2025-06-01 | 61.6368207863504 |
| 2025-07-01 | 61.7211382460445 |
| 2025-08-01 | 61.7619478025211 |
| 2025-09-01 | 61.7766282816258 |
| 2025-10-01 | 61.5601783258191 |
| 2025-11-01 | 61.6684196358822 |
| 2025-12-01 | 61.5412992844933 |
| 2026-01-01 | 61.8348091261820 |
| 2026-02-01 | 61.7483690663325 |
| 2026-03-01 | 61.9271000385656 |
| 2026-04-01 | 61.6460018404064 |
| 2026-05-01 | 61.6756285496326 |
| 2026-06-01 | 62.0252048490348 |