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 2026-04-01 |
| Last Updated | 2026-05-26 3:09 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 | 29.3204315688954 |
| 1990-02-01 | 29.3531900434951 |
| 1990-03-01 | 29.3172521405685 |
| 1990-04-01 | 29.2150567787427 |
| 1990-05-01 | 29.3434023711447 |
| 1990-06-01 | 29.5606675632313 |
| 1990-07-01 | 29.5214802603312 |
| 1990-08-01 | 29.7600828576654 |
| 1990-09-01 | 29.8770782309002 |
| 1990-10-01 | 29.9892732876943 |
| 1990-11-01 | 30.1721484448553 |
| 1990-12-01 | 30.2727353314053 |
| 1991-01-01 | 30.2099914426857 |
| 1991-02-01 | 30.3408268586104 |
| 1991-03-01 | 30.5042976354101 |
| 1991-04-01 | 30.7124487086867 |
| 1991-05-01 | 30.8405705288555 |
| 1991-06-01 | 31.1804639451124 |
| 1991-07-01 | 31.2517431651243 |
| 1991-08-01 | 31.3970376008142 |
| 1991-09-01 | 31.5830810877949 |
| 1991-10-01 | 31.5731380758288 |
| 1991-11-01 | 31.6646035212960 |
| 1991-12-01 | 31.7558859005834 |
| 1992-01-01 | 31.8945172145816 |
| 1992-02-01 | 32.0132766551711 |
| 1992-03-01 | 31.9891781709547 |
| 1992-04-01 | 32.6046293023207 |
| 1992-05-01 | 32.8324067314389 |
| 1992-06-01 | 32.9128878473621 |
| 1992-07-01 | 33.1922017157588 |
| 1992-08-01 | 33.2439610462406 |
| 1992-09-01 | 33.2002553035326 |
| 1992-10-01 | 33.3584471700914 |
| 1992-11-01 | 33.4571645988704 |
| 1992-12-01 | 33.5373207940228 |
| 1993-01-01 | 33.7755807151278 |
| 1993-02-01 | 34.0691738073144 |
| 1993-03-01 | 33.8751265372543 |
| 1993-04-01 | 33.4913460418381 |
| 1993-05-01 | 33.3178755492291 |
| 1993-06-01 | 33.4448857653448 |
| 1993-07-01 | 33.7173504201373 |
| 1993-08-01 | 33.7659412722377 |
| 1993-09-01 | 34.0258934100396 |
| 1993-10-01 | 34.2596426952661 |
| 1993-11-01 | 34.5670219808421 |
| 1993-12-01 | 34.5295270602874 |
| 1994-01-01 | 34.6599505519919 |
| 1994-02-01 | 34.7043189237597 |
| 1994-03-01 | 34.8710573947802 |
| 1994-04-01 | 34.3775538118068 |
| 1994-05-01 | 34.8954389516381 |
| 1994-06-01 | 34.9664572335766 |
| 1994-07-01 | 35.0534869992749 |
| 1994-08-01 | 35.1879193035310 |
| 1994-09-01 | 35.4555332607999 |
| 1994-10-01 | 35.5612775782839 |
| 1994-11-01 | 35.5857721322546 |
| 1994-12-01 | 35.7177861193979 |
| 1995-01-01 | 35.7635198752376 |
| 1995-02-01 | 35.9517116987586 |
| 1995-03-01 | 35.9711312603541 |
| 1995-04-01 | 36.0548627217520 |
| 1995-05-01 | 36.1837157396880 |
| 1995-06-01 | 36.2639269910912 |
| 1995-07-01 | 36.0774724422913 |
| 1995-08-01 | 36.2932791851461 |
| 1995-09-01 | 36.2763287737511 |
| 1995-10-01 | 36.3635541246255 |
| 1995-11-01 | 36.6058688005781 |
| 1995-12-01 | 36.6001919441814 |
| 1996-01-01 | 36.6975031578848 |
| 1996-02-01 | 36.7221024945092 |
| 1996-03-01 | 36.6888497397983 |
| 1996-04-01 | 36.7321081437823 |
| 1996-05-01 | 36.8758353865902 |
| 1996-06-01 | 36.8395478476324 |
| 1996-07-01 | 36.9869485594649 |
| 1996-08-01 | 37.1852623168576 |
| 1996-09-01 | 36.9801406866763 |
| 1996-10-01 | 36.8680885314791 |
| 1996-11-01 | 36.7217598268404 |
| 1996-12-01 | 36.5920386001933 |
| 1997-01-01 | 36.9348862862765 |
| 1997-02-01 | 37.1354166077896 |
| 1997-03-01 | 37.1115066995921 |
| 1997-04-01 | 37.2139616549520 |
| 1997-05-01 | 37.2774234454443 |
| 1997-06-01 | 37.3305310178503 |
| 1997-07-01 | 37.2557832456603 |
| 1997-08-01 | 37.3540879439202 |
| 1997-09-01 | 37.1715795441387 |
| 1997-10-01 | 37.2703980890288 |
| 1997-11-01 | 37.2199846055951 |
| 1997-12-01 | 37.1748675879045 |
| 1998-01-01 | 37.6765952733556 |
| 1998-02-01 | 37.7705748497418 |
| 1998-03-01 | 37.9387467023873 |
| 1998-04-01 | 37.1144044942672 |
| 1998-05-01 | 36.9848960737917 |
| 1998-06-01 | 37.2301902333485 |
| 1998-07-01 | 37.2148534472058 |
| 1998-08-01 | 37.2106252340751 |
| 1998-09-01 | 37.2523034886783 |
| 1998-10-01 | 37.7746040830035 |
| 1998-11-01 | 37.8989622114806 |
| 1998-12-01 | 38.0524116104658 |
| 1999-01-01 | 37.8996224929224 |
| 1999-02-01 | 37.8222181619264 |
| 1999-03-01 | 38.0568068658371 |
| 1999-04-01 | 38.4278841372777 |
| 1999-05-01 | 38.4061688142042 |
| 1999-06-01 | 38.3477099723988 |
| 1999-07-01 | 38.3806797558399 |
| 1999-08-01 | 38.3806616231465 |
| 1999-09-01 | 38.6240695118285 |
| 1999-10-01 | 38.5802202641067 |
| 1999-11-01 | 38.5618988561961 |
| 1999-12-01 | 38.5312750257073 |
| 2000-01-01 | 38.6231696455472 |
| 2000-02-01 | 38.6650321234823 |
| 2000-03-01 | 38.8827897443728 |
| 2000-04-01 | 38.0603064904687 |
| 2000-05-01 | 38.2262313719466 |
| 2000-06-01 | 38.3590803087304 |
| 2000-07-01 | 38.7465968435670 |
| 2000-08-01 | 38.9411907099137 |
| 2000-09-01 | 38.8920383915071 |
| 2000-10-01 | 38.9970665120740 |
| 2000-11-01 | 39.1229766187093 |
| 2000-12-01 | 39.2187179567894 |
| 2001-01-01 | 39.3304628358158 |
| 2001-02-01 | 39.4020628589161 |
| 2001-03-01 | 39.6123150314077 |
| 2001-04-01 | 39.7909020135616 |
| 2001-05-01 | 39.9411473579055 |
| 2001-06-01 | 40.0731983015939 |
| 2001-07-01 | 39.8175747350824 |
| 2001-08-01 | 40.1987227009833 |
| 2001-09-01 | 40.2769807736035 |
| 2001-10-01 | 40.3093133472378 |
| 2001-11-01 | 40.4875576725305 |
| 2001-12-01 | 40.8021025975442 |
| 2002-01-01 | 40.6363610124169 |
| 2002-02-01 | 40.7343856004999 |
| 2002-03-01 | 40.8463412608442 |
| 2002-04-01 | 40.6095795089106 |
| 2002-05-01 | 40.6507850715032 |
| 2002-06-01 | 40.6606850417740 |
| 2002-07-01 | 40.7969601727780 |
| 2002-08-01 | 40.8611727679978 |
| 2002-09-01 | 40.9789452121313 |
| 2002-10-01 | 40.9183858543949 |
| 2002-11-01 | 41.0797233178220 |
| 2002-12-01 | 41.1051610617193 |
| 2003-01-01 | 41.5313855656963 |
| 2003-02-01 | 41.3650465314139 |
| 2003-03-01 | 41.2758060337422 |
| 2003-04-01 | 41.2122294979202 |
| 2003-05-01 | 41.2571283058098 |
| 2003-06-01 | 41.3299846705153 |
| 2003-07-01 | 41.4777817569531 |
| 2003-08-01 | 41.5469054166919 |
| 2003-09-01 | 41.9938284860447 |
| 2003-10-01 | 41.8122616577816 |
| 2003-11-01 | 41.8777219328764 |
| 2003-12-01 | 42.0098457903502 |
| 2004-01-01 | 42.1153818020086 |
| 2004-02-01 | 42.2945464683565 |
| 2004-03-01 | 42.4056647056499 |
| 2004-04-01 | 42.8155337279395 |
| 2004-05-01 | 42.9540292736184 |
| 2004-06-01 | 43.0955818273146 |
| 2004-07-01 | 43.0607856884467 |
| 2004-08-01 | 43.2556511159161 |
| 2004-09-01 | 43.1045944785090 |
| 2004-10-01 | 43.2956794996590 |
| 2004-11-01 | 43.3760029383665 |
| 2004-12-01 | 43.5259607410291 |
| 2005-01-01 | 43.5930215363730 |
| 2005-02-01 | 43.6248082769141 |
| 2005-03-01 | 43.8306366117879 |
| 2005-04-01 | 43.9239930450569 |
| 2005-05-01 | 43.9471911736094 |
| 2005-06-01 | 43.8606837986292 |
| 2005-07-01 | 44.3383346184875 |
| 2005-08-01 | 44.4527380512449 |
| 2005-09-01 | 44.6205108487830 |
| 2005-10-01 | 44.9863335939804 |
| 2005-11-01 | 44.8752529787131 |
| 2005-12-01 | 45.0578709701594 |
| 2006-01-01 | 44.8585533068110 |
| 2006-02-01 | 44.9521105481035 |
| 2006-03-01 | 45.0312081526772 |
| 2006-04-01 | 45.2437325463489 |
| 2006-05-01 | 45.3401092249649 |
| 2006-06-01 | 45.3389727761662 |
| 2006-07-01 | 45.0141348323243 |
| 2006-08-01 | 45.1369227483709 |
| 2006-09-01 | 45.4301132539513 |
| 2006-10-01 | 45.5959541745840 |
| 2006-11-01 | 45.6880949076565 |
| 2006-12-01 | 45.8065708362341 |
| 2007-01-01 | 46.1277879139378 |
| 2007-02-01 | 46.2639833484810 |
| 2007-03-01 | 46.4146497612861 |
| 2007-04-01 | 46.5577669191683 |
| 2007-05-01 | 46.8356856258727 |
| 2007-06-01 | 47.1206571797760 |
| 2007-07-01 | 47.4135723640089 |
| 2007-08-01 | 47.5266095783762 |
| 2007-09-01 | 47.6260948568088 |
| 2007-10-01 | 47.7102569797013 |
| 2007-11-01 | 47.8962857520861 |
| 2007-12-01 | 47.9615788508500 |
| 2008-01-01 | 48.3065697605011 |
| 2008-02-01 | 48.3503821002748 |
| 2008-03-01 | 48.3853261347936 |
| 2008-04-01 | 48.3597052012482 |
| 2008-05-01 | 48.5354338699344 |
| 2008-06-01 | 48.7161088230745 |
| 2008-07-01 | 48.9164032353114 |
| 2008-08-01 | 49.0034002024033 |
| 2008-09-01 | 49.1197106655502 |
| 2008-10-01 | 49.2313364779121 |
| 2008-11-01 | 49.4289142459633 |
| 2008-12-01 | 49.5274750275313 |
| 2009-01-01 | 49.1925512409906 |
| 2009-02-01 | 49.3062062205487 |
| 2009-03-01 | 49.4509491370592 |
| 2009-04-01 | 49.3370913619761 |
| 2009-05-01 | 49.4349346775372 |
| 2009-06-01 | 49.2103923211603 |
| 2009-07-01 | 49.2363656663037 |
| 2009-08-01 | 49.3741933109564 |
| 2009-09-01 | 49.3239915135173 |
| 2009-10-01 | 49.4619873586456 |
| 2009-11-01 | 49.4659548443246 |
| 2009-12-01 | 49.5867333742012 |
| 2010-01-01 | 49.7007939284091 |
| 2010-02-01 | 49.6499116177832 |
| 2010-03-01 | 49.9154884877309 |
| 2010-04-01 | 50.0972860147789 |
| 2010-05-01 | 50.0229994458385 |
| 2010-06-01 | 50.3142110259402 |
| 2010-07-01 | 50.2746796575781 |
| 2010-08-01 | 50.3647034651312 |
| 2010-09-01 | 50.5303637336730 |
| 2010-10-01 | 50.3793529914797 |
| 2010-11-01 | 50.3926191044243 |
| 2010-12-01 | 50.3227568807994 |
| 2011-01-01 | 50.4181251428400 |
| 2011-02-01 | 50.6004346797508 |
| 2011-03-01 | 50.4849971990502 |
| 2011-04-01 | 50.6483295514685 |
| 2011-05-01 | 50.6042217929756 |
| 2011-06-01 | 50.6106274725777 |
| 2011-07-01 | 50.7307032746033 |
| 2011-08-01 | 50.6793822517789 |
| 2011-09-01 | 50.6381519030692 |
| 2011-10-01 | 50.6897686501555 |
| 2011-11-01 | 50.5001570473804 |
| 2011-12-01 | 50.4415977680566 |
| 2012-01-01 | 50.9337963063142 |
| 2012-02-01 | 51.0602845278264 |
| 2012-03-01 | 51.0763065446676 |
| 2012-04-01 | 50.8984641998628 |
| 2012-05-01 | 50.9656314946385 |
| 2012-06-01 | 51.0228645285004 |
| 2012-07-01 | 51.0848143108542 |
| 2012-08-01 | 51.2084369891295 |
| 2012-09-01 | 51.0544113931931 |
| 2012-10-01 | 51.1879502668827 |
| 2012-11-01 | 51.3906901097829 |
| 2012-12-01 | 51.5469502941976 |
| 2013-01-01 | 51.2327265604910 |
| 2013-02-01 | 51.5395373967393 |
| 2013-03-01 | 51.0704121659706 |
| 2013-04-01 | 51.3622112439667 |
| 2013-05-01 | 51.4210613363946 |
| 2013-06-01 | 51.5471159573298 |
| 2013-07-01 | 51.5248648598642 |
| 2013-08-01 | 51.5341853507506 |
| 2013-09-01 | 51.8786930494975 |
| 2013-10-01 | 51.7891154921091 |
| 2013-11-01 | 51.8695960317161 |
| 2013-12-01 | 51.9406719525730 |
| 2014-01-01 | 52.4372002321919 |
| 2014-02-01 | 52.2397354167473 |
| 2014-03-01 | 52.4784595251762 |
| 2014-04-01 | 52.5277621091752 |
| 2014-05-01 | 52.6540748488920 |
| 2014-06-01 | 52.8800286761361 |
| 2014-07-01 | 52.8533275884449 |
| 2014-08-01 | 53.1607328577662 |
| 2014-09-01 | 53.2983073260288 |
| 2014-10-01 | 53.5896969452291 |
| 2014-11-01 | 53.7543663797490 |
| 2014-12-01 | 53.9369043195393 |
| 2015-01-01 | 53.9404317688764 |
| 2015-02-01 | 53.9481146827681 |
| 2015-03-01 | 54.0923267771748 |
| 2015-04-01 | 54.3873985403001 |
| 2015-05-01 | 54.4912623413110 |
| 2015-06-01 | 54.3961805976914 |
| 2015-07-01 | 54.4704285301123 |
| 2015-08-01 | 54.3616799150160 |
| 2015-09-01 | 54.7258060680840 |
| 2015-10-01 | 55.0058877991452 |
| 2015-11-01 | 55.1554212516411 |
| 2015-12-01 | 55.1455937602998 |
| 2016-01-01 | 55.2347019024751 |
| 2016-02-01 | 55.2519038352814 |
| 2016-03-01 | 55.3218227985075 |
| 2016-04-01 | 55.2526369541285 |
| 2016-05-01 | 55.2399393441888 |
| 2016-06-01 | 55.1932638879735 |
| 2016-07-01 | 55.4664986627933 |
| 2016-08-01 | 55.3549712458150 |
| 2016-09-01 | 55.4613132904280 |
| 2016-10-01 | 55.3283217338384 |
| 2016-11-01 | 55.2716469177736 |
| 2016-12-01 | 55.3584239228877 |
| 2017-01-01 | 55.4215604638792 |
| 2017-02-01 | 55.4358885311192 |
| 2017-03-01 | 55.4497165806719 |
| 2017-04-01 | 55.3450450532488 |
| 2017-05-01 | 55.4174932174899 |
| 2017-06-01 | 55.2738622218223 |
| 2017-07-01 | 55.6606465876482 |
| 2017-08-01 | 55.2427585742235 |
| 2017-09-01 | 55.1843732946824 |
| 2017-10-01 | 55.0393409974901 |
| 2017-11-01 | 54.9823011989932 |
| 2017-12-01 | 54.9706778813023 |
| 2018-01-01 | 54.7927539281170 |
| 2018-02-01 | 55.1200955870278 |
| 2018-03-01 | 55.0791930348440 |
| 2018-04-01 | 55.3607760677573 |
| 2018-05-01 | 55.3215300368076 |
| 2018-06-01 | 55.3636206533895 |
| 2018-07-01 | 55.2549498790431 |
| 2018-08-01 | 55.4356322717128 |
| 2018-09-01 | 55.1852623546881 |
| 2018-10-01 | 55.2292411289256 |
| 2018-11-01 | 54.9632366419523 |
| 2018-12-01 | 55.1602948154813 |
| 2019-01-01 | 55.7877600537177 |
| 2019-02-01 | 55.7166152863442 |
| 2019-03-01 | 55.9157504299413 |
| 2019-04-01 | 55.9859561531385 |
| 2019-05-01 | 56.1407882278956 |
| 2019-06-01 | 56.4793239401572 |
| 2019-07-01 | 56.4740862418589 |
| 2019-08-01 | 56.4225687070199 |
| 2019-09-01 | 56.0621895567591 |
| 2019-10-01 | 56.0792044922474 |
| 2019-11-01 | 56.7224614936201 |
| 2019-12-01 | 56.8324634259388 |
| 2020-01-01 | 56.6848146023418 |
| 2020-02-01 | 56.7445139828925 |
| 2020-03-01 | 56.5579192185897 |
| 2020-04-01 | 49.9482744517607 |
| 2020-05-01 | 51.4992306673316 |
| 2020-06-01 | 53.5136451824393 |
| 2020-07-01 | 53.1416823963730 |
| 2020-08-01 | 53.2736859105471 |
| 2020-09-01 | 53.7247029833428 |
| 2020-10-01 | 53.8276607249400 |
| 2020-11-01 | 53.8090960782485 |
| 2020-12-01 | 53.8025857255807 |
| 2021-01-01 | 54.4004347812740 |
| 2021-02-01 | 54.2821784742552 |
| 2021-03-01 | 54.3818809000430 |
| 2021-04-01 | 54.3863988343753 |
| 2021-05-01 | 54.3053163206968 |
| 2021-06-01 | 54.2669315010652 |
| 2021-07-01 | 54.4426047342214 |
| 2021-08-01 | 54.4334685466398 |
| 2021-09-01 | 53.8689312913262 |
| 2021-10-01 | 54.2648149622948 |
| 2021-11-01 | 54.5017732573084 |
| 2021-12-01 | 54.5803848630247 |
| 2022-01-01 | 54.1178482271988 |
| 2022-02-01 | 54.1248367829585 |
| 2022-03-01 | 54.1918556279340 |
| 2022-04-01 | 54.3278193685758 |
| 2022-05-01 | 54.3246910930966 |
| 2022-06-01 | 54.2166647485379 |
| 2022-07-01 | 54.4177643299457 |
| 2022-08-01 | 54.4708575522022 |
| 2022-09-01 | 54.7258516921131 |
| 2022-10-01 | 54.8404605207121 |
| 2022-11-01 | 54.7128851863481 |
| 2022-12-01 | 54.7749231763266 |
| 2023-01-01 | 54.6422998525062 |
| 2023-02-01 | 54.7519782709238 |
| 2023-03-01 | 54.7856679915789 |
| 2023-04-01 | 55.0488445401614 |
| 2023-05-01 | 55.4279458229578 |
| 2023-06-01 | 55.7520587361854 |
| 2023-07-01 | 56.0131862741145 |
| 2023-08-01 | 56.3215782184086 |
| 2023-09-01 | 56.2932993442289 |
| 2023-10-01 | 56.6333261637383 |
| 2023-11-01 | 56.7336251491360 |
| 2023-12-01 | 57.0892733026510 |
| 2024-01-01 | 57.2514913918129 |
| 2024-02-01 | 57.4628912354333 |
| 2024-03-01 | 57.8719071431566 |
| 2024-04-01 | 57.9531004297963 |
| 2024-05-01 | 58.3248667300380 |
| 2024-06-01 | 58.4652394891904 |
| 2024-07-01 | 58.7173735440276 |
| 2024-08-01 | 59.0830894909904 |
| 2024-09-01 | 59.4907162742814 |
| 2024-10-01 | 59.7455596471171 |
| 2024-11-01 | 60.0485360581261 |
| 2024-12-01 | 60.2074520879268 |
| 2025-01-01 | 60.7518041731705 |
| 2025-02-01 | 61.3554158767473 |
| 2025-03-01 | 61.3439679613300 |
| 2025-04-01 | 61.6535112415069 |
| 2025-05-01 | 61.5127167743699 |
| 2025-06-01 | 61.6665780955290 |
| 2025-07-01 | 61.7416577045025 |
| 2025-08-01 | 61.7780264275321 |
| 2025-09-01 | 61.7885113613497 |
| 2025-10-01 | 61.5637829232673 |
| 2025-11-01 | 61.6703656246972 |
| 2025-12-01 | 61.5382234023449 |
| 2026-01-01 | 61.8303400371814 |
| 2026-02-01 | 61.7305194178993 |
| 2026-03-01 | 61.9135425057659 |
| 2026-04-01 | 61.5426275472493 |