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 2026-08-01 |
| Last Updated | 2026-09-18 12:05 PM 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 | 29.3204668440 |
| 1990-02-01 | 29.3532431156 |
| 1990-03-01 | 29.3172992720 |
| 1990-04-01 | 29.2148604020 |
| 1990-05-01 | 29.3434235483 |
| 1990-06-01 | 29.5606545753 |
| 1990-07-01 | 29.5214922430 |
| 1990-08-01 | 29.7600929368 |
| 1990-09-01 | 29.8770882852 |
| 1990-10-01 | 29.9892865584 |
| 1990-11-01 | 30.1721486010 |
| 1990-12-01 | 30.2727478974 |
| 1991-01-01 | 30.2100283091 |
| 1991-02-01 | 30.3408862621 |
| 1991-03-01 | 30.5043584090 |
| 1991-04-01 | 30.7121924314 |
| 1991-05-01 | 30.8406063893 |
| 1991-06-01 | 31.1804620378 |
| 1991-07-01 | 31.2517581821 |
| 1991-08-01 | 31.3970499859 |
| 1991-09-01 | 31.5830958373 |
| 1991-10-01 | 31.5731554790 |
| 1991-11-01 | 31.6646027213 |
| 1991-12-01 | 31.7559023109 |
| 1992-01-01 | 31.8945555231 |
| 1992-02-01 | 32.0133374167 |
| 1992-03-01 | 31.9892425298 |
| 1992-04-01 | 32.6043237300 |
| 1992-05-01 | 32.8324466107 |
| 1992-06-01 | 32.9128974182 |
| 1992-07-01 | 33.1922294370 |
| 1992-08-01 | 33.2439771572 |
| 1992-09-01 | 33.2002757040 |
| 1992-10-01 | 33.3584700917 |
| 1992-11-01 | 33.4571635664 |
| 1992-12-01 | 33.5373419630 |
| 1993-01-01 | 33.7756148619 |
| 1993-02-01 | 34.0692254584 |
| 1993-03-01 | 33.8751915003 |
| 1993-04-01 | 33.4910179941 |
| 1993-05-01 | 33.3179151954 |
| 1993-06-01 | 33.4449073043 |
| 1993-07-01 | 33.7173941137 |
| 1993-08-01 | 33.7659611782 |
| 1993-09-01 | 34.0259192208 |
| 1993-10-01 | 34.2596671536 |
| 1993-11-01 | 34.5670232068 |
| 1993-12-01 | 34.5295452425 |
| 1994-01-01 | 34.6599699857 |
| 1994-02-01 | 34.7043515076 |
| 1994-03-01 | 34.8711079907 |
| 1994-04-01 | 34.3772467752 |
| 1994-05-01 | 34.8954781389 |
| 1994-06-01 | 34.9664903573 |
| 1994-07-01 | 35.0535485320 |
| 1994-08-01 | 35.1879434893 |
| 1994-09-01 | 35.4555645497 |
| 1994-10-01 | 35.5613021432 |
| 1994-11-01 | 35.5857685486 |
| 1994-12-01 | 35.7177964765 |
| 1995-01-01 | 35.7635139677 |
| 1995-02-01 | 35.9517132321 |
| 1995-03-01 | 35.9711502158 |
| 1995-04-01 | 36.0546145354 |
| 1995-05-01 | 36.1837748023 |
| 1995-06-01 | 36.2639749320 |
| 1995-07-01 | 36.0775440526 |
| 1995-08-01 | 36.2933066708 |
| 1995-09-01 | 36.2763653285 |
| 1995-10-01 | 36.3635691858 |
| 1995-11-01 | 36.6058558923 |
| 1995-12-01 | 36.6001829709 |
| 1996-01-01 | 36.6974629324 |
| 1996-02-01 | 36.7220567198 |
| 1996-03-01 | 36.6888057495 |
| 1996-04-01 | 36.7320319741 |
| 1996-05-01 | 36.8758958771 |
| 1996-06-01 | 36.8396006151 |
| 1996-07-01 | 36.9870287958 |
| 1996-08-01 | 37.1852933753 |
| 1996-09-01 | 36.9801758462 |
| 1996-10-01 | 36.8680924011 |
| 1996-11-01 | 36.7217347979 |
| 1996-12-01 | 36.5920085872 |
| 1997-01-01 | 36.9348106789 |
| 1997-02-01 | 37.1353126247 |
| 1997-03-01 | 37.1113783563 |
| 1997-04-01 | 37.2140924581 |
| 1997-05-01 | 37.2774973425 |
| 1997-06-01 | 37.3305923699 |
| 1997-07-01 | 37.2558598979 |
| 1997-08-01 | 37.3541209881 |
| 1997-09-01 | 37.1716067972 |
| 1997-10-01 | 37.2703864427 |
| 1997-11-01 | 37.2199502785 |
| 1997-12-01 | 37.1748157620 |
| 1998-01-01 | 37.6764890865 |
| 1998-02-01 | 37.7704267786 |
| 1998-03-01 | 37.9385617979 |
| 1998-04-01 | 37.1146814594 |
| 1998-05-01 | 36.9849810054 |
| 1998-06-01 | 37.2302610794 |
| 1998-07-01 | 37.2149240767 |
| 1998-08-01 | 37.2106576731 |
| 1998-09-01 | 37.2523197927 |
| 1998-10-01 | 37.7745851213 |
| 1998-11-01 | 37.8989179966 |
| 1998-12-01 | 38.0523466040 |
| 1999-01-01 | 37.8995080216 |
| 1999-02-01 | 37.8220603006 |
| 1999-03-01 | 38.0565785191 |
| 1999-04-01 | 38.4282198435 |
| 1999-05-01 | 38.4062873085 |
| 1999-06-01 | 38.3477959129 |
| 1999-07-01 | 38.3807420059 |
| 1999-08-01 | 38.3806917123 |
| 1999-09-01 | 38.6240771989 |
| 1999-10-01 | 38.5801942402 |
| 1999-11-01 | 38.5618513723 |
| 1999-12-01 | 38.5312073414 |
| 2000-01-01 | 38.6230631627 |
| 2000-02-01 | 38.6648870650 |
| 2000-03-01 | 38.8825593359 |
| 2000-04-01 | 38.0606224490 |
| 2000-05-01 | 38.2263420847 |
| 2000-06-01 | 38.3591624781 |
| 2000-07-01 | 38.7466557022 |
| 2000-08-01 | 38.9412164100 |
| 2000-09-01 | 38.8920367134 |
| 2000-10-01 | 38.9970431320 |
| 2000-11-01 | 39.1229360096 |
| 2000-12-01 | 39.2186583649 |
| 2001-01-01 | 39.3303810608 |
| 2001-02-01 | 39.4019527803 |
| 2001-03-01 | 39.6120950040 |
| 2001-04-01 | 39.7911613895 |
| 2001-05-01 | 39.9412525057 |
| 2001-06-01 | 40.0732728718 |
| 2001-07-01 | 39.8176254266 |
| 2001-08-01 | 40.1987434578 |
| 2001-09-01 | 40.2769710721 |
| 2001-10-01 | 40.3092927193 |
| 2001-11-01 | 40.4875298519 |
| 2001-12-01 | 40.8020569004 |
| 2002-01-01 | 40.6363054150 |
| 2002-02-01 | 40.7343188943 |
| 2002-03-01 | 40.8461808471 |
| 2002-04-01 | 40.6097310751 |
| 2002-05-01 | 40.6508612794 |
| 2002-06-01 | 40.6607430792 |
| 2002-07-01 | 40.7970003449 |
| 2002-08-01 | 40.8611879938 |
| 2002-09-01 | 40.9789327631 |
| 2002-10-01 | 40.9183744494 |
| 2002-11-01 | 41.0797088489 |
| 2002-12-01 | 41.1051343732 |
| 2003-01-01 | 41.5313570889 |
| 2003-02-01 | 41.3650205204 |
| 2003-03-01 | 41.2756908049 |
| 2003-04-01 | 41.2122932263 |
| 2003-05-01 | 41.2571827329 |
| 2003-06-01 | 41.3300255084 |
| 2003-07-01 | 41.4778084378 |
| 2003-08-01 | 41.5469169317 |
| 2003-09-01 | 41.9938174317 |
| 2003-10-01 | 41.8122555858 |
| 2003-11-01 | 41.8777159325 |
| 2003-12-01 | 42.0098343776 |
| 2004-01-01 | 42.1153691517 |
| 2004-02-01 | 42.2945402329 |
| 2004-03-01 | 42.4056031454 |
| 2004-04-01 | 42.8155509080 |
| 2004-05-01 | 42.9540518035 |
| 2004-06-01 | 43.0956051055 |
| 2004-07-01 | 43.0608025683 |
| 2004-08-01 | 43.2556606469 |
| 2004-09-01 | 43.1045860599 |
| 2004-10-01 | 43.2956792174 |
| 2004-11-01 | 43.3760020254 |
| 2004-12-01 | 43.5259581096 |
| 2005-01-01 | 43.5930173988 |
| 2005-02-01 | 43.6248072397 |
| 2005-03-01 | 43.8305992503 |
| 2005-04-01 | 43.9240000501 |
| 2005-05-01 | 43.9471996019 |
| 2005-06-01 | 43.8606948166 |
| 2005-07-01 | 44.3383433277 |
| 2005-08-01 | 44.4527461614 |
| 2005-09-01 | 44.6205028881 |
| 2005-10-01 | 44.9863344612 |
| 2005-11-01 | 44.8752535575 |
| 2005-12-01 | 45.0578717040 |
| 2006-01-01 | 44.8585503981 |
| 2006-02-01 | 44.9521080357 |
| 2006-03-01 | 45.0311985208 |
| 2006-04-01 | 45.2437321423 |
| 2006-05-01 | 45.3401101304 |
| 2006-06-01 | 45.3389777816 |
| 2006-07-01 | 45.0141390381 |
| 2006-08-01 | 45.1369274043 |
| 2006-09-01 | 45.4301076994 |
| 2006-10-01 | 45.5959554120 |
| 2006-11-01 | 45.6880952963 |
| 2006-12-01 | 45.8065709538 |
| 2007-01-01 | 46.1277868241 |
| 2007-02-01 | 46.2639831099 |
| 2007-03-01 | 46.4146451105 |
| 2007-04-01 | 46.5577670186 |
| 2007-05-01 | 46.8356857280 |
| 2007-06-01 | 47.1206596216 |
| 2007-07-01 | 47.4135742006 |
| 2007-08-01 | 47.5266125139 |
| 2007-09-01 | 47.6260916561 |
| 2007-10-01 | 47.7102571521 |
| 2007-11-01 | 47.8962856635 |
| 2007-12-01 | 47.9615787269 |
| 2008-01-01 | 48.3065688814 |
| 2008-02-01 | 48.3503820692 |
| 2008-03-01 | 48.3853257674 |
| 2008-04-01 | 48.3597049960 |
| 2008-05-01 | 48.5354334912 |
| 2008-06-01 | 48.7161097400 |
| 2008-07-01 | 48.9164037995 |
| 2008-08-01 | 49.0034014569 |
| 2008-09-01 | 49.1197101243 |
| 2008-10-01 | 49.2313361378 |
| 2008-11-01 | 49.4289139204 |
| 2008-12-01 | 49.5274748316 |
| 2009-01-01 | 49.1925507077 |
| 2009-02-01 | 49.3062064927 |
| 2009-03-01 | 49.4509491590 |
| 2009-04-01 | 49.3370914921 |
| 2009-05-01 | 49.4349344783 |
| 2009-06-01 | 49.2103923792 |
| 2009-07-01 | 49.2363658407 |
| 2009-08-01 | 49.3741939307 |
| 2009-09-01 | 49.3239913539 |
| 2009-10-01 | 49.4619871512 |
| 2009-11-01 | 49.4659546188 |
| 2009-12-01 | 49.5867330254 |
| 2010-01-01 | 49.7007937157 |
| 2010-02-01 | 49.6499121250 |
| 2010-03-01 | 49.9154889140 |
| 2010-04-01 | 50.0972864318 |
| 2010-05-01 | 50.0229994603 |
| 2010-06-01 | 50.3142106775 |
| 2010-07-01 | 50.2746791359 |
| 2010-08-01 | 50.3647030305 |
| 2010-09-01 | 50.5303636964 |
| 2010-10-01 | 50.3793529935 |
| 2010-11-01 | 50.3926190421 |
| 2010-12-01 | 50.3227565710 |
| 2011-01-01 | 50.4181253596 |
| 2011-02-01 | 50.6004356785 |
| 2011-03-01 | 50.4849980225 |
| 2011-04-01 | 50.6483304334 |
| 2011-05-01 | 50.6042224846 |
| 2011-06-01 | 50.6106278722 |
| 2011-07-01 | 50.7306980369 |
| 2011-08-01 | 50.6793822419 |
| 2011-09-01 | 50.6381521658 |
| 2011-10-01 | 50.6897687527 |
| 2011-11-01 | 50.5001571728 |
| 2011-12-01 | 50.4415978058 |
| 2012-01-01 | 50.9337971632 |
| 2012-02-01 | 51.0602861033 |
| 2012-03-01 | 51.0763081198 |
| 2012-04-01 | 50.8984655931 |
| 2012-05-01 | 50.9656325900 |
| 2012-06-01 | 51.0228654166 |
| 2012-07-01 | 51.0848044311 |
| 2012-08-01 | 51.2084357095 |
| 2012-09-01 | 51.0544132733 |
| 2012-10-01 | 51.1879517261 |
| 2012-11-01 | 51.3906907668 |
| 2012-12-01 | 51.5469500963 |
| 2013-01-01 | 51.2327269720 |
| 2013-02-01 | 51.5395386259 |
| 2013-03-01 | 51.0704141970 |
| 2013-04-01 | 51.3622134492 |
| 2013-05-01 | 51.4210631023 |
| 2013-06-01 | 51.5471175186 |
| 2013-07-01 | 51.5248509807 |
| 2013-08-01 | 51.5341843832 |
| 2013-09-01 | 51.8786987976 |
| 2013-10-01 | 51.7891195047 |
| 2013-11-01 | 51.8695957227 |
| 2013-12-01 | 51.9406672792 |
| 2014-01-01 | 52.4371958905 |
| 2014-02-01 | 52.2397346027 |
| 2014-03-01 | 52.4784634401 |
| 2014-04-01 | 52.5277698618 |
| 2014-05-01 | 52.6540853064 |
| 2014-06-01 | 52.8800391107 |
| 2014-07-01 | 52.8533038298 |
| 2014-08-01 | 53.1607347536 |
| 2014-09-01 | 53.2983096156 |
| 2014-10-01 | 53.5896899187 |
| 2014-11-01 | 53.7543529781 |
| 2014-12-01 | 53.9368918972 |
| 2015-01-01 | 53.9403801580 |
| 2015-02-01 | 53.9481360277 |
| 2015-03-01 | 54.0923687263 |
| 2015-04-01 | 54.3874492512 |
| 2015-05-01 | 54.4913148536 |
| 2015-06-01 | 54.3962215517 |
| 2015-07-01 | 54.4703903724 |
| 2015-08-01 | 54.3616553904 |
| 2015-09-01 | 54.7257570225 |
| 2015-10-01 | 55.0058216918 |
| 2015-11-01 | 55.1553450774 |
| 2015-12-01 | 55.1455177322 |
| 2016-01-01 | 55.2346173813 |
| 2016-02-01 | 55.2520009078 |
| 2016-03-01 | 55.3219900464 |
| 2016-04-01 | 55.2528250677 |
| 2016-05-01 | 55.2401020595 |
| 2016-06-01 | 55.1933608576 |
| 2016-07-01 | 55.4664316048 |
| 2016-08-01 | 55.3548587252 |
| 2016-09-01 | 55.4609549465 |
| 2016-10-01 | 55.3281613841 |
| 2016-11-01 | 55.2714593091 |
| 2016-12-01 | 55.3583020412 |
| 2017-01-01 | 55.4215229884 |
| 2017-02-01 | 55.4361000682 |
| 2017-03-01 | 55.4500963506 |
| 2017-04-01 | 55.3454375224 |
| 2017-05-01 | 55.4184568251 |
| 2017-06-01 | 55.2730086639 |
| 2017-07-01 | 55.6611202417 |
| 2017-08-01 | 55.2424175430 |
| 2017-09-01 | 55.1833371283 |
| 2017-10-01 | 55.0389411945 |
| 2017-11-01 | 54.9820673891 |
| 2017-12-01 | 54.9706026400 |
| 2018-01-01 | 54.7929855662 |
| 2018-02-01 | 55.1204719862 |
| 2018-03-01 | 55.0798081721 |
| 2018-04-01 | 55.3614004839 |
| 2018-05-01 | 55.3233160324 |
| 2018-06-01 | 55.3617693637 |
| 2018-07-01 | 55.2558925102 |
| 2018-08-01 | 55.4351051996 |
| 2018-09-01 | 55.1831230770 |
| 2018-10-01 | 55.2284546586 |
| 2018-11-01 | 54.9626866515 |
| 2018-12-01 | 55.1616646808 |
| 2019-01-01 | 55.7879192116 |
| 2019-02-01 | 55.7170198362 |
| 2019-03-01 | 55.9166103872 |
| 2019-04-01 | 55.9868127202 |
| 2019-05-01 | 56.1433310904 |
| 2019-06-01 | 56.4762979506 |
| 2019-07-01 | 56.4754007723 |
| 2019-08-01 | 56.4215922726 |
| 2019-09-01 | 56.0588979365 |
| 2019-10-01 | 56.0780533507 |
| 2019-11-01 | 56.7219147528 |
| 2019-12-01 | 56.8357975072 |
| 2020-01-01 | 56.6852278609 |
| 2020-02-01 | 56.7450184788 |
| 2020-03-01 | 56.5588161248 |
| 2020-04-01 | 49.9489755901 |
| 2020-05-01 | 51.5013764005 |
| 2020-06-01 | 53.5103891205 |
| 2020-07-01 | 53.1424341470 |
| 2020-08-01 | 53.2718803562 |
| 2020-09-01 | 53.7207108259 |
| 2020-10-01 | 53.8266510660 |
| 2020-11-01 | 53.8093193888 |
| 2020-12-01 | 53.8084859516 |
| 2021-01-01 | 54.4015785905 |
| 2021-02-01 | 54.2827654004 |
| 2021-03-01 | 54.3823146332 |
| 2021-04-01 | 54.3865072055 |
| 2021-05-01 | 54.3068667994 |
| 2021-06-01 | 54.2623847918 |
| 2021-07-01 | 54.4418161327 |
| 2021-08-01 | 54.4302070764 |
| 2021-09-01 | 53.8646221407 |
| 2021-10-01 | 54.2637303407 |
| 2021-11-01 | 54.5023096791 |
| 2021-12-01 | 54.5961578788 |
| 2022-01-01 | 54.1188065311 |
| 2022-02-01 | 54.1246776737 |
| 2022-03-01 | 54.1916820099 |
| 2022-04-01 | 54.3255067911 |
| 2022-05-01 | 54.3239836793 |
| 2022-06-01 | 54.2106501353 |
| 2022-07-01 | 54.4134638671 |
| 2022-08-01 | 54.4647410260 |
| 2022-09-01 | 54.7209743059 |
| 2022-10-01 | 54.8419540269 |
| 2022-11-01 | 54.7150801895 |
| 2022-12-01 | 54.8033129314 |
| 2023-01-01 | 54.6448077369 |
| 2023-02-01 | 54.7563163007 |
| 2023-03-01 | 54.7755665073 |
| 2023-04-01 | 55.0429068070 |
| 2023-05-01 | 55.4305793663 |
| 2023-06-01 | 55.7407220138 |
| 2023-07-01 | 55.9999182683 |
| 2023-08-01 | 56.3076538685 |
| 2023-09-01 | 56.2923766567 |
| 2023-10-01 | 56.6407007981 |
| 2023-11-01 | 56.7397618608 |
| 2023-12-01 | 57.1322456419 |
| 2024-01-01 | 57.2573914939 |
| 2024-02-01 | 57.4715700205 |
| 2024-03-01 | 57.8494227265 |
| 2024-04-01 | 57.9426045106 |
| 2024-05-01 | 58.3336928377 |
| 2024-06-01 | 58.4428347572 |
| 2024-07-01 | 58.6898045801 |
| 2024-08-01 | 59.0668717976 |
| 2024-09-01 | 59.4946701032 |
| 2024-10-01 | 59.7611759006 |
| 2024-11-01 | 60.0606446695 |
| 2024-12-01 | 60.2611136061 |
| 2025-01-01 | 60.7629358866 |
| 2025-02-01 | 61.3706188898 |
| 2025-03-01 | 61.3044460224 |
| 2025-04-01 | 61.6385376519 |
| 2025-05-01 | 61.5323864269 |
| 2025-06-01 | 61.6294731588 |
| 2025-07-01 | 61.6976051387 |
| 2025-08-01 | 61.7628383269 |
| 2025-09-01 | 61.7989937791 |
| 2025-10-01 | 61.5860288776 |
| 2025-11-01 | 61.6866675493 |
| 2025-12-01 | 61.6007126517 |
| 2026-01-01 | 61.8440790998 |
| 2026-02-01 | 61.7464726747 |
| 2026-03-01 | 61.8655229586 |
| 2026-04-01 | 61.6246143002 |
| 2026-05-01 | 61.6499550359 |
| 2026-06-01 | 62.2147937389 |
| 2026-07-01 | 62.3942059020 |
| 2026-08-01 | 61.7708234640 |