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 2025-11-01 |
| Last Updated | 2026-01-07 10:08 PM 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 | 29.3204230293678 |
| 1990-02-01 | 29.3531771347904 |
| 1990-03-01 | 29.3172407606534 |
| 1990-04-01 | 29.2151039876519 |
| 1990-05-01 | 29.3433972861143 |
| 1990-06-01 | 29.5606707060359 |
| 1990-07-01 | 29.5214773763570 |
| 1990-08-01 | 29.7600804368515 |
| 1990-09-01 | 29.8770758193767 |
| 1990-10-01 | 29.9892701004997 |
| 1990-11-01 | 30.1721486306770 |
| 1990-12-01 | 30.2727323223083 |
| 1991-01-01 | 30.2099825159241 |
| 1991-02-01 | 30.3408124145664 |
| 1991-03-01 | 30.5042829557021 |
| 1991-04-01 | 30.7125103474545 |
| 1991-05-01 | 30.8405619113653 |
| 1991-06-01 | 31.1804644095729 |
| 1991-07-01 | 31.2517395663509 |
| 1991-08-01 | 31.3970346349095 |
| 1991-09-01 | 31.5830775420659 |
| 1991-10-01 | 31.5731338782820 |
| 1991-11-01 | 31.6646039798032 |
| 1991-12-01 | 31.7558819523594 |
| 1992-01-01 | 31.8945079348694 |
| 1992-02-01 | 32.0132618593568 |
| 1992-03-01 | 31.9891626045188 |
| 1992-04-01 | 32.6047028054743 |
| 1992-05-01 | 32.8323971278105 |
| 1992-06-01 | 32.9128854975990 |
| 1992-07-01 | 33.1921952389592 |
| 1992-08-01 | 33.2439572042897 |
| 1992-09-01 | 33.2002504286016 |
| 1992-10-01 | 33.3584416632090 |
| 1992-11-01 | 33.4571651586386 |
| 1992-12-01 | 33.5373155918014 |
| 1993-01-01 | 33.7755722747319 |
| 1993-02-01 | 34.0691610393646 |
| 1993-03-01 | 33.8751107043489 |
| 1993-04-01 | 33.4914250014822 |
| 1993-05-01 | 33.3178660982818 |
| 1993-06-01 | 33.4448806677315 |
| 1993-07-01 | 33.7173404447229 |
| 1993-08-01 | 33.7659366920097 |
| 1993-09-01 | 34.0258873654847 |
| 1993-10-01 | 34.2596368656557 |
| 1993-11-01 | 34.5670218073346 |
| 1993-12-01 | 34.5295222408308 |
| 1994-01-01 | 34.6599450902710 |
| 1994-02-01 | 34.7043102626783 |
| 1994-03-01 | 34.8710448456643 |
| 1994-04-01 | 34.3776279409507 |
| 1994-05-01 | 34.8954301151526 |
| 1994-06-01 | 34.9664498614191 |
| 1994-07-01 | 35.0534733755256 |
| 1994-08-01 | 35.1879141035811 |
| 1994-09-01 | 35.4555262757896 |
| 1994-10-01 | 35.5612717950617 |
| 1994-11-01 | 35.5857725912813 |
| 1994-12-01 | 35.7177825705420 |
| 1995-01-01 | 35.7635191304596 |
| 1995-02-01 | 35.9517089511678 |
| 1995-03-01 | 35.9711244978993 |
| 1995-04-01 | 36.0549250210018 |
| 1995-05-01 | 36.1837038706329 |
| 1995-06-01 | 36.2639172914948 |
| 1995-07-01 | 36.0774572073632 |
| 1995-08-01 | 36.2932737981403 |
| 1995-09-01 | 36.2763211482490 |
| 1995-10-01 | 36.3635503947475 |
| 1995-11-01 | 36.6058703363369 |
| 1995-12-01 | 36.6001918970739 |
| 1996-01-01 | 36.6975084022119 |
| 1996-02-01 | 36.7221082014710 |
| 1996-03-01 | 36.6888549542416 |
| 1996-04-01 | 36.7321356070334 |
| 1996-05-01 | 36.8758245968409 |
| 1996-06-01 | 36.8395384104813 |
| 1996-07-01 | 36.9869324626880 |
| 1996-08-01 | 37.1852568833468 |
| 1996-09-01 | 36.9801338342130 |
| 1996-10-01 | 36.8680872248886 |
| 1996-11-01 | 36.7217630002234 |
| 1996-12-01 | 36.5920422161890 |
| 1997-01-01 | 36.9348974584890 |
| 1997-02-01 | 37.1354322465696 |
| 1997-03-01 | 37.1115262432779 |
| 1997-04-01 | 37.2139490328905 |
| 1997-05-01 | 37.2774121643070 |
| 1997-06-01 | 37.3305213115247 |
| 1997-07-01 | 37.2557690384459 |
| 1997-08-01 | 37.3540827021633 |
| 1997-09-01 | 37.1715745223559 |
| 1997-10-01 | 37.2703998067533 |
| 1997-11-01 | 37.2199887516246 |
| 1997-12-01 | 37.1748748652724 |
| 1998-01-01 | 37.6766113945639 |
| 1998-02-01 | 37.7705975403361 |
| 1998-03-01 | 37.9387752010011 |
| 1998-04-01 | 37.1143643699888 |
| 1998-05-01 | 36.9848840233274 |
| 1998-06-01 | 37.2301797471848 |
| 1998-07-01 | 37.2148415847036 |
| 1998-08-01 | 37.2106204229194 |
| 1998-09-01 | 37.2523005962125 |
| 1998-10-01 | 37.7746070651174 |
| 1998-11-01 | 37.8989681050089 |
| 1998-12-01 | 38.0524209450240 |
| 1999-01-01 | 37.8996397473878 |
| 1999-02-01 | 37.8222419349482 |
| 1999-03-01 | 38.0568408816174 |
| 1999-04-01 | 38.4278348819390 |
| 1999-05-01 | 38.4061514354152 |
| 1999-06-01 | 38.3476972118012 |
| 1999-07-01 | 38.3806703204982 |
| 1999-08-01 | 38.3806573049867 |
| 1999-09-01 | 38.6240680419837 |
| 1999-10-01 | 38.5802242904648 |
| 1999-11-01 | 38.5619055431794 |
| 1999-12-01 | 38.5312847867451 |
| 2000-01-01 | 38.6231854463955 |
| 2000-02-01 | 38.6650537002035 |
| 2000-03-01 | 38.8828234527351 |
| 2000-04-01 | 38.0602601870811 |
| 2000-05-01 | 38.2262152109103 |
| 2000-06-01 | 38.3590683006223 |
| 2000-07-01 | 38.7465881655583 |
| 2000-08-01 | 38.9411870620305 |
| 2000-09-01 | 38.8920384499972 |
| 2000-10-01 | 38.9970700319861 |
| 2000-11-01 | 39.1229825713512 |
| 2000-12-01 | 39.2187265910773 |
| 2001-01-01 | 39.3304747675842 |
| 2001-02-01 | 39.4020790187531 |
| 2001-03-01 | 39.6123467508027 |
| 2001-04-01 | 39.7908642936776 |
| 2001-05-01 | 39.9411321831149 |
| 2001-06-01 | 40.0731875279247 |
| 2001-07-01 | 39.8175673118977 |
| 2001-08-01 | 40.1987197834895 |
| 2001-09-01 | 40.2769820877546 |
| 2001-10-01 | 40.3093164157567 |
| 2001-11-01 | 40.4875617274543 |
| 2001-12-01 | 40.8021092846249 |
| 2002-01-01 | 40.6363690481354 |
| 2002-02-01 | 40.7343952526119 |
| 2002-03-01 | 40.8463640596637 |
| 2002-04-01 | 40.6095577081622 |
| 2002-05-01 | 40.6507741925868 |
| 2002-06-01 | 40.6606767277943 |
| 2002-07-01 | 40.7969542998604 |
| 2002-08-01 | 40.8611706336522 |
| 2002-09-01 | 40.9789470020219 |
| 2002-10-01 | 40.9183875239967 |
| 2002-11-01 | 41.0797254113324 |
| 2002-12-01 | 41.1051649790779 |
| 2003-01-01 | 41.5313896494075 |
| 2003-02-01 | 41.3650502335819 |
| 2003-03-01 | 41.2758223490190 |
| 2003-04-01 | 41.2122204311100 |
| 2003-05-01 | 41.2571205412493 |
| 2003-06-01 | 41.3299788505107 |
| 2003-07-01 | 41.4777778825642 |
| 2003-08-01 | 41.5469038034575 |
| 2003-09-01 | 41.9938300831011 |
| 2003-10-01 | 41.8122625298132 |
| 2003-11-01 | 41.8777227935502 |
| 2003-12-01 | 42.0098474745145 |
| 2004-01-01 | 42.1153836009078 |
| 2004-02-01 | 42.2945473469969 |
| 2004-03-01 | 42.4056734326294 |
| 2004-04-01 | 42.8155312785742 |
| 2004-05-01 | 42.9540260695182 |
| 2004-06-01 | 43.0955785227613 |
| 2004-07-01 | 43.0607832492755 |
| 2004-08-01 | 43.2556497637554 |
| 2004-09-01 | 43.1045956800655 |
| 2004-10-01 | 43.2956795289406 |
| 2004-11-01 | 43.3760030621362 |
| 2004-12-01 | 43.5259611497787 |
| 2005-01-01 | 43.5930221662905 |
| 2005-02-01 | 43.6248084340197 |
| 2005-03-01 | 43.8306419213707 |
| 2005-04-01 | 43.9239920351712 |
| 2005-05-01 | 43.9471899697429 |
| 2005-06-01 | 43.8606822183947 |
| 2005-07-01 | 44.3383333665213 |
| 2005-08-01 | 44.4527368779748 |
| 2005-09-01 | 44.6205119601569 |
| 2005-10-01 | 44.9863334320598 |
| 2005-11-01 | 44.8752528684885 |
| 2005-12-01 | 45.0578709162685 |
| 2006-01-01 | 44.8585538149459 |
| 2006-02-01 | 44.9521109503524 |
| 2006-03-01 | 45.0312095538041 |
| 2006-04-01 | 45.2437325778792 |
| 2006-05-01 | 45.3401090793707 |
| 2006-06-01 | 45.3389720361994 |
| 2006-07-01 | 45.0141342144422 |
| 2006-08-01 | 45.1369220452520 |
| 2006-09-01 | 45.4301139827028 |
| 2006-10-01 | 45.5959539325828 |
| 2006-11-01 | 45.6880947942741 |
| 2006-12-01 | 45.8065708688698 |
| 2007-01-01 | 46.1277881209139 |
| 2007-02-01 | 46.2639837874355 |
| 2007-03-01 | 46.4146503617298 |
| 2007-04-01 | 46.5577667742010 |
| 2007-05-01 | 46.8356855289675 |
| 2007-06-01 | 47.1206567900759 |
| 2007-07-01 | 47.4135721348046 |
| 2007-08-01 | 47.5266092303028 |
| 2007-09-01 | 47.6260953411935 |
| 2007-10-01 | 47.7102569550851 |
| 2007-11-01 | 47.8962855503116 |
| 2007-12-01 | 47.9615786015561 |
| 2008-01-01 | 48.3065695534213 |
| 2008-02-01 | 48.3503828052073 |
| 2008-03-01 | 48.3853261784722 |
| 2008-04-01 | 48.3597052953717 |
| 2008-05-01 | 48.5354340531972 |
| 2008-06-01 | 48.7161087913137 |
| 2008-07-01 | 48.9164032736106 |
| 2008-08-01 | 49.0034002616379 |
| 2008-09-01 | 49.1197108288152 |
| 2008-10-01 | 49.2313365260015 |
| 2008-11-01 | 49.4289135931324 |
| 2008-12-01 | 49.5274738332371 |
| 2009-01-01 | 49.1925500617276 |
| 2009-02-01 | 49.3062071831730 |
| 2009-03-01 | 49.4509498719517 |
| 2009-04-01 | 49.3370925541725 |
| 2009-05-01 | 49.4349357014404 |
| 2009-06-01 | 49.2103924962094 |
| 2009-07-01 | 49.2363651183370 |
| 2009-08-01 | 49.3741932221055 |
| 2009-09-01 | 49.3239920978072 |
| 2009-10-01 | 49.4619867068539 |
| 2009-11-01 | 49.4659542872032 |
| 2009-12-01 | 49.5867307500918 |
| 2010-01-01 | 49.7007935686174 |
| 2010-02-01 | 49.6499001386221 |
| 2010-03-01 | 49.9155047799712 |
| 2010-04-01 | 50.0972878216500 |
| 2010-05-01 | 50.0230003391692 |
| 2010-06-01 | 50.3142106440314 |
| 2010-07-01 | 50.2746787709707 |
| 2010-08-01 | 50.3647035542570 |
| 2010-09-01 | 50.5303583563724 |
| 2010-10-01 | 50.3793536822464 |
| 2010-11-01 | 50.3926201239533 |
| 2010-12-01 | 50.3227532780166 |
| 2011-01-01 | 50.4181238140739 |
| 2011-02-01 | 50.6004120705711 |
| 2011-03-01 | 50.4850303163704 |
| 2011-04-01 | 50.6483329695792 |
| 2011-05-01 | 50.6042248922964 |
| 2011-06-01 | 50.6106300055438 |
| 2011-07-01 | 50.7306891695689 |
| 2011-08-01 | 50.6793848072248 |
| 2011-09-01 | 50.6381414016904 |
| 2011-10-01 | 50.6897703982602 |
| 2011-11-01 | 50.5001592443731 |
| 2011-12-01 | 50.4415935342281 |
| 2012-01-01 | 50.9337942590412 |
| 2012-02-01 | 51.0602514318602 |
| 2012-03-01 | 51.0763613814445 |
| 2012-04-01 | 50.8984774185660 |
| 2012-05-01 | 50.9656459248278 |
| 2012-06-01 | 51.0228743002937 |
| 2012-07-01 | 51.0847811874419 |
| 2012-08-01 | 51.2084160975614 |
| 2012-09-01 | 51.0543623758553 |
| 2012-10-01 | 51.1879246216708 |
| 2012-11-01 | 51.3906905936662 |
| 2012-12-01 | 51.5469771600038 |
| 2013-01-01 | 51.2327747233460 |
| 2013-02-01 | 51.5395620460742 |
| 2013-03-01 | 51.0705155303373 |
| 2013-04-01 | 51.3622545885949 |
| 2013-05-01 | 51.4210783535904 |
| 2013-06-01 | 51.5470882250244 |
| 2013-07-01 | 51.5247157625493 |
| 2013-08-01 | 51.5340017961728 |
| 2013-09-01 | 51.8784862629496 |
| 2013-10-01 | 51.7890409487754 |
| 2013-11-01 | 51.8697132385472 |
| 2013-12-01 | 51.9409322327501 |
| 2014-01-01 | 52.4374842006005 |
| 2014-02-01 | 52.2399007771534 |
| 2014-03-01 | 52.4786017715454 |
| 2014-04-01 | 52.5277788956343 |
| 2014-05-01 | 52.6540443442944 |
| 2014-06-01 | 52.8799097277943 |
| 2014-07-01 | 52.8529496660481 |
| 2014-08-01 | 53.1600909396959 |
| 2014-09-01 | 53.2977692458124 |
| 2014-10-01 | 53.5895744269950 |
| 2014-11-01 | 53.7546664288854 |
| 2014-12-01 | 53.9373522469770 |
| 2015-01-01 | 53.9423884825694 |
| 2015-02-01 | 53.9480176039857 |
| 2015-03-01 | 54.0921101732164 |
| 2015-04-01 | 54.3872204144615 |
| 2015-05-01 | 54.4912344541795 |
| 2015-06-01 | 54.3959307560626 |
| 2015-07-01 | 54.4697803090249 |
| 2015-08-01 | 54.3606550923354 |
| 2015-09-01 | 54.7246755293525 |
| 2015-10-01 | 55.0048134204019 |
| 2015-11-01 | 55.1558874269529 |
| 2015-12-01 | 55.1492733066414 |
| 2016-01-01 | 55.2371059999814 |
| 2016-02-01 | 55.2507944226361 |
| 2016-03-01 | 55.3210121771796 |
| 2016-04-01 | 55.2522244455237 |
| 2016-05-01 | 55.2398269876831 |
| 2016-06-01 | 55.1930512793815 |
| 2016-07-01 | 55.4660386917997 |
| 2016-08-01 | 55.3541290111638 |
| 2016-09-01 | 55.4585194331827 |
| 2016-10-01 | 55.3261683426231 |
| 2016-11-01 | 55.2729709485972 |
| 2016-12-01 | 55.3657299917995 |
| 2017-01-01 | 55.4243405980853 |
| 2017-02-01 | 55.4331667879973 |
| 2017-03-01 | 55.4473211937243 |
| 2017-04-01 | 55.3446490978983 |
| 2017-05-01 | 55.4179674067943 |
| 2017-06-01 | 55.2720356506063 |
| 2017-07-01 | 55.6620749112722 |
| 2017-08-01 | 55.2434306664896 |
| 2017-09-01 | 55.1787102953549 |
| 2017-10-01 | 55.0359417009028 |
| 2017-11-01 | 54.9854677164128 |
| 2017-12-01 | 54.9830220578503 |
| 2018-01-01 | 54.7919413193631 |
| 2018-02-01 | 55.1166603765889 |
| 2018-03-01 | 55.0755254236341 |
| 2018-04-01 | 55.3603830438709 |
| 2018-05-01 | 55.3224735511838 |
| 2018-06-01 | 55.3602768839799 |
| 2018-07-01 | 55.2588018866609 |
| 2018-08-01 | 55.4386064970007 |
| 2018-09-01 | 55.1753871353205 |
| 2018-10-01 | 55.2234588826563 |
| 2018-11-01 | 54.9723749239192 |
| 2018-12-01 | 55.1777931754360 |
| 2019-01-01 | 55.7807132638926 |
| 2019-02-01 | 55.7111264767081 |
| 2019-03-01 | 55.9105609351701 |
| 2019-04-01 | 55.9857846875308 |
| 2019-05-01 | 56.1426876323831 |
| 2019-06-01 | 56.4747072032117 |
| 2019-07-01 | 56.4803070107742 |
| 2019-08-01 | 56.4275666381262 |
| 2019-09-01 | 56.0496082759622 |
| 2019-10-01 | 56.0722191046538 |
| 2019-11-01 | 56.7382783905064 |
| 2019-12-01 | 56.8551311339470 |
| 2020-01-01 | 56.6681614768387 |
| 2020-02-01 | 56.7359440913142 |
| 2020-03-01 | 56.5519691702830 |
| 2020-04-01 | 49.9491848787247 |
| 2020-05-01 | 51.5025801665035 |
| 2020-06-01 | 53.5101656178861 |
| 2020-07-01 | 53.1470633372680 |
| 2020-08-01 | 53.2775133177401 |
| 2020-09-01 | 53.7118699066824 |
| 2020-10-01 | 53.8228187790443 |
| 2020-11-01 | 53.8319346708574 |
| 2020-12-01 | 53.8257379388316 |
| 2021-01-01 | 54.3780082955126 |
| 2021-02-01 | 54.2654387275342 |
| 2021-03-01 | 54.3743225092313 |
| 2021-04-01 | 54.3910107248671 |
| 2021-05-01 | 54.3167345654051 |
| 2021-06-01 | 54.2695768520578 |
| 2021-07-01 | 54.4331420280051 |
| 2021-08-01 | 54.4331940890064 |
| 2021-09-01 | 53.8535267075910 |
| 2021-10-01 | 54.2678464354679 |
| 2021-11-01 | 54.5326600465995 |
| 2021-12-01 | 54.6140990600510 |
| 2022-01-01 | 54.0896819559364 |
| 2022-02-01 | 54.0948266803621 |
| 2022-03-01 | 54.1777632663311 |
| 2022-04-01 | 54.3472221086271 |
| 2022-05-01 | 54.3480181258615 |
| 2022-06-01 | 54.2146233436766 |
| 2022-07-01 | 54.3947123985130 |
| 2022-08-01 | 54.4554074715048 |
| 2022-09-01 | 54.7050604895310 |
| 2022-10-01 | 54.8464178338459 |
| 2022-11-01 | 54.7687142693507 |
| 2022-12-01 | 54.8148482950574 |
| 2023-01-01 | 54.6220338369124 |
| 2023-02-01 | 54.7097847861744 |
| 2023-03-01 | 54.7628079075699 |
| 2023-04-01 | 55.0777341024520 |
| 2023-05-01 | 55.4650312696451 |
| 2023-06-01 | 55.7415233938189 |
| 2023-07-01 | 55.9719984426556 |
| 2023-08-01 | 56.2847864390925 |
| 2023-09-01 | 56.2633625077417 |
| 2023-10-01 | 56.6426922205533 |
| 2023-11-01 | 56.8205659502760 |
| 2023-12-01 | 57.1327201232126 |
| 2024-01-01 | 57.2449614701438 |
| 2024-02-01 | 57.4153892920926 |
| 2024-03-01 | 57.8420715698684 |
| 2024-04-01 | 57.5968713641240 |
| 2024-05-01 | 57.7757729649167 |
| 2024-06-01 | 57.7323786655842 |
| 2024-07-01 | 58.1620241147537 |
| 2024-08-01 | 58.2201281716617 |
| 2024-09-01 | 58.5498274635178 |
| 2024-10-01 | 58.5602395076818 |
| 2024-11-01 | 58.3823714282328 |
| 2024-12-01 | 58.9456073847757 |
| 2025-01-01 | 59.4627567968058 |
| 2025-02-01 | 59.7057612680877 |
| 2025-03-01 | 59.9110332463181 |
| 2025-04-01 | 59.9042886960234 |
| 2025-05-01 | 59.7774611308832 |
| 2025-06-01 | 60.3183896166063 |
| 2025-07-01 | 60.0622953870248 |
| 2025-08-01 | 60.2950625671970 |
| 2025-09-01 | 60.2347243076367 |
| 2025-10-01 | 59.8812461484722 |
| 2025-11-01 | 60.0283899370132 |