Table Data - All Employees: Education and Health Services: Private Education and Health Services in Canton-Massillon, OH (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Canton-Massillon, OH (MSA) |
|---|---|
| Series ID | CANT939EDUH |
| 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 | 19.3628765758 |
| 1990-02-01 | 19.3613643115 |
| 1990-03-01 | 19.3822168720 |
| 1990-04-01 | 19.6272002675 |
| 1990-05-01 | 19.8219133461 |
| 1990-06-01 | 19.9963752900 |
| 1990-07-01 | 20.0824240272 |
| 1990-08-01 | 20.2100047169 |
| 1990-09-01 | 20.2066880189 |
| 1990-10-01 | 20.2178874970 |
| 1990-11-01 | 20.2682446600 |
| 1990-12-01 | 20.3691749826 |
| 1991-01-01 | 20.2594688864 |
| 1991-02-01 | 20.3487670032 |
| 1991-03-01 | 20.3604235059 |
| 1991-04-01 | 20.5308424487 |
| 1991-05-01 | 20.9238164301 |
| 1991-06-01 | 20.6030111110 |
| 1991-07-01 | 20.5931197604 |
| 1991-08-01 | 20.7293071209 |
| 1991-09-01 | 21.0100267171 |
| 1991-10-01 | 20.9299011863 |
| 1991-11-01 | 20.9707025525 |
| 1991-12-01 | 20.9718301424 |
| 1992-01-01 | 20.8506433247 |
| 1992-02-01 | 21.0113669598 |
| 1992-03-01 | 21.1142694218 |
| 1992-04-01 | 21.2376219368 |
| 1992-05-01 | 21.2285971574 |
| 1992-06-01 | 21.3118846930 |
| 1992-07-01 | 21.4175234016 |
| 1992-08-01 | 21.4616370993 |
| 1992-09-01 | 21.4177821357 |
| 1992-10-01 | 21.6429154849 |
| 1992-11-01 | 21.6806019772 |
| 1992-12-01 | 21.6810370561 |
| 1993-01-01 | 21.2389376395 |
| 1993-02-01 | 21.0566492726 |
| 1993-03-01 | 21.1607411304 |
| 1993-04-01 | 21.0411248491 |
| 1993-05-01 | 21.1308492449 |
| 1993-06-01 | 21.1053596275 |
| 1993-07-01 | 21.3425834081 |
| 1993-08-01 | 21.4984661087 |
| 1993-09-01 | 21.3372213227 |
| 1993-10-01 | 21.2569402470 |
| 1993-11-01 | 21.3029718697 |
| 1993-12-01 | 21.4026678883 |
| 1994-01-01 | 21.8226002726 |
| 1994-02-01 | 21.8031816165 |
| 1994-03-01 | 21.9089465091 |
| 1994-04-01 | 21.5456390439 |
| 1994-05-01 | 21.7202850537 |
| 1994-06-01 | 21.8062337770 |
| 1994-07-01 | 21.7697725946 |
| 1994-08-01 | 21.8310855927 |
| 1994-09-01 | 22.0491871467 |
| 1994-10-01 | 22.0613050121 |
| 1994-11-01 | 22.3290007059 |
| 1994-12-01 | 22.4276012840 |
| 1995-01-01 | 22.1007949472 |
| 1995-02-01 | 22.5476911432 |
| 1995-03-01 | 22.5753346316 |
| 1995-04-01 | 22.6267933338 |
| 1995-05-01 | 22.8004132535 |
| 1995-06-01 | 22.9082668389 |
| 1995-07-01 | 22.9159725018 |
| 1995-08-01 | 23.0686061535 |
| 1995-09-01 | 23.0571293068 |
| 1995-10-01 | 23.1624734132 |
| 1995-11-01 | 23.1524615278 |
| 1995-12-01 | 23.2494413828 |
| 1996-01-01 | 23.1815111841 |
| 1996-02-01 | 23.2074792601 |
| 1996-03-01 | 23.2510853451 |
| 1996-04-01 | 23.4085579266 |
| 1996-05-01 | 23.4802144662 |
| 1996-06-01 | 23.6287948892 |
| 1996-07-01 | 23.5507775612 |
| 1996-08-01 | 23.5777114624 |
| 1996-09-01 | 23.6506993928 |
| 1996-10-01 | 23.9622473120 |
| 1996-11-01 | 23.8772429033 |
| 1996-12-01 | 23.8755165614 |
| 1997-01-01 | 23.8608001187 |
| 1997-02-01 | 23.9805126228 |
| 1997-03-01 | 24.0276104729 |
| 1997-04-01 | 23.9838045708 |
| 1997-05-01 | 24.0689408978 |
| 1997-06-01 | 24.0652196389 |
| 1997-07-01 | 24.1847701750 |
| 1997-08-01 | 24.1824713452 |
| 1997-09-01 | 24.2367692379 |
| 1997-10-01 | 24.2637095690 |
| 1997-11-01 | 24.2766595772 |
| 1997-12-01 | 24.3782913817 |
| 1998-01-01 | 24.7536119447 |
| 1998-02-01 | 24.8806026351 |
| 1998-03-01 | 24.8996509733 |
| 1998-04-01 | 25.3708828594 |
| 1998-05-01 | 25.5580392690 |
| 1998-06-01 | 25.3266632774 |
| 1998-07-01 | 25.3103834311 |
| 1998-08-01 | 25.3887923621 |
| 1998-09-01 | 25.4076429799 |
| 1998-10-01 | 25.3607350428 |
| 1998-11-01 | 25.3566974065 |
| 1998-12-01 | 25.3663321038 |
| 1999-01-01 | 25.4670570623 |
| 1999-02-01 | 25.6923977680 |
| 1999-03-01 | 25.3867325754 |
| 1999-04-01 | 25.1535047100 |
| 1999-05-01 | 25.1628550960 |
| 1999-06-01 | 25.1671763125 |
| 1999-07-01 | 25.3323822442 |
| 1999-08-01 | 25.3989400210 |
| 1999-09-01 | 24.9783119422 |
| 1999-10-01 | 25.4570066797 |
| 1999-11-01 | 25.5014976753 |
| 1999-12-01 | 25.4149856115 |
| 2000-01-01 | 25.9098250942 |
| 2000-02-01 | 25.9283492030 |
| 2000-03-01 | 25.9886345508 |
| 2000-04-01 | 25.8408071865 |
| 2000-05-01 | 25.6712874663 |
| 2000-06-01 | 26.0082744721 |
| 2000-07-01 | 26.1589668398 |
| 2000-08-01 | 26.3245415246 |
| 2000-09-01 | 26.4586073144 |
| 2000-10-01 | 26.3270156342 |
| 2000-11-01 | 26.5359706651 |
| 2000-12-01 | 26.7460943857 |
| 2001-01-01 | 26.4576074408 |
| 2001-02-01 | 26.5577102042 |
| 2001-03-01 | 25.9095069461 |
| 2001-04-01 | 26.9204798130 |
| 2001-05-01 | 27.0871308207 |
| 2001-06-01 | 27.5342931097 |
| 2001-07-01 | 27.1011426742 |
| 2001-08-01 | 27.0739464810 |
| 2001-09-01 | 27.1441321899 |
| 2001-10-01 | 27.1815745964 |
| 2001-11-01 | 27.1675473898 |
| 2001-12-01 | 27.0735024039 |
| 2002-01-01 | 27.0050882577 |
| 2002-02-01 | 27.0837743215 |
| 2002-03-01 | 27.1142251728 |
| 2002-04-01 | 27.3129226517 |
| 2002-05-01 | 27.3151279175 |
| 2002-06-01 | 27.3368829416 |
| 2002-07-01 | 27.2199714177 |
| 2002-08-01 | 27.2223631407 |
| 2002-09-01 | 27.1386044807 |
| 2002-10-01 | 27.2438255058 |
| 2002-11-01 | 27.3333367031 |
| 2002-12-01 | 27.4316701405 |
| 2003-01-01 | 27.1096815870 |
| 2003-02-01 | 27.0732991767 |
| 2003-03-01 | 27.0154502555 |
| 2003-04-01 | 27.2007791060 |
| 2003-05-01 | 27.2495906604 |
| 2003-06-01 | 27.3427709722 |
| 2003-07-01 | 27.6689134474 |
| 2003-08-01 | 27.7926932626 |
| 2003-09-01 | 27.8339144481 |
| 2003-10-01 | 28.0083072169 |
| 2003-11-01 | 28.0013491026 |
| 2003-12-01 | 28.1958707420 |
| 2004-01-01 | 28.3830353537 |
| 2004-02-01 | 28.5407944136 |
| 2004-03-01 | 28.5880157789 |
| 2004-04-01 | 28.6833935929 |
| 2004-05-01 | 28.6786390929 |
| 2004-06-01 | 29.0042029716 |
| 2004-07-01 | 28.8353375506 |
| 2004-08-01 | 28.8617600483 |
| 2004-09-01 | 29.1368230732 |
| 2004-10-01 | 29.1719040113 |
| 2004-11-01 | 29.1779745261 |
| 2004-12-01 | 29.4829344956 |
| 2005-01-01 | 29.1175956312 |
| 2005-02-01 | 29.0816645403 |
| 2005-03-01 | 29.2538076338 |
| 2005-04-01 | 29.0712959114 |
| 2005-05-01 | 28.9981421839 |
| 2005-06-01 | 29.2669136894 |
| 2005-07-01 | 29.4119694088 |
| 2005-08-01 | 29.4241200063 |
| 2005-09-01 | 29.3354464234 |
| 2005-10-01 | 29.2544811013 |
| 2005-11-01 | 29.3569351773 |
| 2005-12-01 | 29.4827658327 |
| 2006-01-01 | 29.5606873850 |
| 2006-02-01 | 29.6382921160 |
| 2006-03-01 | 29.6190095355 |
| 2006-04-01 | 29.5505640661 |
| 2006-05-01 | 29.4920871645 |
| 2006-06-01 | 29.7578008827 |
| 2006-07-01 | 29.4634073890 |
| 2006-08-01 | 29.4575285236 |
| 2006-09-01 | 29.6492918076 |
| 2006-10-01 | 29.6368019706 |
| 2006-11-01 | 29.6330534201 |
| 2006-12-01 | 29.5797343490 |
| 2007-01-01 | 29.7232769934 |
| 2007-02-01 | 29.7046068625 |
| 2007-03-01 | 29.5909000631 |
| 2007-04-01 | 29.8222215973 |
| 2007-05-01 | 29.9726224677 |
| 2007-06-01 | 29.8359724426 |
| 2007-07-01 | 29.9205536316 |
| 2007-08-01 | 30.1049697682 |
| 2007-09-01 | 30.1752428406 |
| 2007-10-01 | 30.4044735322 |
| 2007-11-01 | 30.4871565639 |
| 2007-12-01 | 30.4523476729 |
| 2008-01-01 | 30.6138507062 |
| 2008-02-01 | 30.5808435359 |
| 2008-03-01 | 30.5693980161 |
| 2008-04-01 | 30.6881401527 |
| 2008-05-01 | 30.7461596564 |
| 2008-06-01 | 30.7316935937 |
| 2008-07-01 | 30.7523743707 |
| 2008-08-01 | 30.8382190299 |
| 2008-09-01 | 31.0201141521 |
| 2008-10-01 | 30.7739566546 |
| 2008-11-01 | 30.8602394779 |
| 2008-12-01 | 30.9292933767 |
| 2009-01-01 | 30.9093663845 |
| 2009-02-01 | 30.9659325134 |
| 2009-03-01 | 31.1698966292 |
| 2009-04-01 | 31.0687645760 |
| 2009-05-01 | 31.0130226439 |
| 2009-06-01 | 30.9876176856 |
| 2009-07-01 | 31.0610226033 |
| 2009-08-01 | 31.0521861788 |
| 2009-09-01 | 31.0476269231 |
| 2009-10-01 | 31.0535433250 |
| 2009-11-01 | 31.0471591328 |
| 2009-12-01 | 31.1154555974 |
| 2010-01-01 | 31.0183356604 |
| 2010-02-01 | 31.0635397408 |
| 2010-03-01 | 31.1823932976 |
| 2010-04-01 | 31.0746463858 |
| 2010-05-01 | 30.8718303311 |
| 2010-06-01 | 31.1265992666 |
| 2010-07-01 | 31.1401557560 |
| 2010-08-01 | 31.1199513001 |
| 2010-09-01 | 31.1706825308 |
| 2010-10-01 | 31.3542705660 |
| 2010-11-01 | 31.3551204478 |
| 2010-12-01 | 31.3196862934 |
| 2011-01-01 | 31.2264723076 |
| 2011-02-01 | 31.3648273972 |
| 2011-03-01 | 31.3034260233 |
| 2011-04-01 | 31.3773938865 |
| 2011-05-01 | 31.3261297539 |
| 2011-06-01 | 31.7647880428 |
| 2011-07-01 | 31.6339612876 |
| 2011-08-01 | 31.4632031671 |
| 2011-09-01 | 31.4824392796 |
| 2011-10-01 | 31.8448359419 |
| 2011-11-01 | 31.9550029282 |
| 2011-12-01 | 32.1527202892 |
| 2012-01-01 | 32.3448424352 |
| 2012-02-01 | 32.2667297969 |
| 2012-03-01 | 32.2338879917 |
| 2012-04-01 | 32.3738583880 |
| 2012-05-01 | 32.4811640545 |
| 2012-06-01 | 32.3846831441 |
| 2012-07-01 | 32.3244842776 |
| 2012-08-01 | 32.3770292836 |
| 2012-09-01 | 32.6996518244 |
| 2012-10-01 | 32.5379672767 |
| 2012-11-01 | 32.6586902930 |
| 2012-12-01 | 32.8132770228 |
| 2013-01-01 | 32.8565247456 |
| 2013-02-01 | 32.9728625505 |
| 2013-03-01 | 33.0784189061 |
| 2013-04-01 | 32.9722049757 |
| 2013-05-01 | 33.2481808387 |
| 2013-06-01 | 33.0905430905 |
| 2013-07-01 | 33.1179091532 |
| 2013-08-01 | 33.2870868010 |
| 2013-09-01 | 33.0036279500 |
| 2013-10-01 | 32.7298563467 |
| 2013-11-01 | 32.7567811138 |
| 2013-12-01 | 33.2040071926 |
| 2014-01-01 | 32.3786702830 |
| 2014-02-01 | 32.8783318354 |
| 2014-03-01 | 33.0142612166 |
| 2014-04-01 | 33.1736737473 |
| 2014-05-01 | 33.0503129292 |
| 2014-06-01 | 32.9524908802 |
| 2014-07-01 | 33.0952637934 |
| 2014-08-01 | 33.1894443999 |
| 2014-09-01 | 32.8140047765 |
| 2014-10-01 | 33.3130479414 |
| 2014-11-01 | 33.2534758481 |
| 2014-12-01 | 32.9953079162 |
| 2015-01-01 | 32.3939640407 |
| 2015-02-01 | 32.8652208269 |
| 2015-03-01 | 32.8244071010 |
| 2015-04-01 | 32.7737660459 |
| 2015-05-01 | 32.7838154770 |
| 2015-06-01 | 32.8162230972 |
| 2015-07-01 | 33.1984109990 |
| 2015-08-01 | 32.8347233812 |
| 2015-09-01 | 32.6274593812 |
| 2015-10-01 | 32.3911772047 |
| 2015-11-01 | 32.4423772479 |
| 2015-12-01 | 32.5787162827 |
| 2016-01-01 | 32.5040365320 |
| 2016-02-01 | 32.5467422955 |
| 2016-03-01 | 32.3267638320 |
| 2016-04-01 | 32.4742841169 |
| 2016-05-01 | 32.6354933560 |
| 2016-06-01 | 32.6724541721 |
| 2016-07-01 | 32.8058817776 |
| 2016-08-01 | 32.5129996544 |
| 2016-09-01 | 33.5403708577 |
| 2016-10-01 | 33.5505509462 |
| 2016-11-01 | 33.5099450080 |
| 2016-12-01 | 33.2139058658 |
| 2017-01-01 | 33.2857253223 |
| 2017-02-01 | 33.3146126237 |
| 2017-03-01 | 33.3179068136 |
| 2017-04-01 | 33.4686799250 |
| 2017-05-01 | 32.9923322608 |
| 2017-06-01 | 33.4667328090 |
| 2017-07-01 | 33.3422216380 |
| 2017-08-01 | 33.4405509878 |
| 2017-09-01 | 33.4295600300 |
| 2017-10-01 | 33.6201971337 |
| 2017-11-01 | 33.5911923550 |
| 2017-12-01 | 33.7260777694 |
| 2018-01-01 | 33.8652953704 |
| 2018-02-01 | 34.0001524330 |
| 2018-03-01 | 34.0082770521 |
| 2018-04-01 | 33.7634719450 |
| 2018-05-01 | 33.3388682906 |
| 2018-06-01 | 33.6551553670 |
| 2018-07-01 | 33.5691955590 |
| 2018-08-01 | 33.7626514325 |
| 2018-09-01 | 33.7176157745 |
| 2018-10-01 | 33.7185421600 |
| 2018-11-01 | 33.7969319588 |
| 2018-12-01 | 33.2954532567 |
| 2019-01-01 | 33.6400876099 |
| 2019-02-01 | 33.6032556795 |
| 2019-03-01 | 33.5956546714 |
| 2019-04-01 | 33.6743985768 |
| 2019-05-01 | 33.6693750051 |
| 2019-06-01 | 33.6570811309 |
| 2019-07-01 | 33.5678115828 |
| 2019-08-01 | 33.5918865541 |
| 2019-09-01 | 33.6058817542 |
| 2019-10-01 | 33.1310322540 |
| 2019-11-01 | 33.5030570749 |
| 2019-12-01 | 32.5504759763 |
| 2020-01-01 | 33.5342169566 |
| 2020-02-01 | 33.4216480645 |
| 2020-03-01 | 33.4064632483 |
| 2020-04-01 | 29.2272339064 |
| 2020-05-01 | 30.3764200618 |
| 2020-06-01 | 31.0902715168 |
| 2020-07-01 | 31.5887729010 |
| 2020-08-01 | 32.0000329107 |
| 2020-09-01 | 31.7866301886 |
| 2020-10-01 | 31.9799159875 |
| 2020-11-01 | 31.8534737095 |
| 2020-12-01 | 31.1962206553 |
| 2021-01-01 | 31.9361632289 |
| 2021-02-01 | 31.9404318141 |
| 2021-03-01 | 32.0412608113 |
| 2021-04-01 | 32.1186932309 |
| 2021-05-01 | 31.9748764573 |
| 2021-06-01 | 31.8988401987 |
| 2021-07-01 | 31.8348179264 |
| 2021-08-01 | 31.8257751889 |
| 2021-09-01 | 31.4723429657 |
| 2021-10-01 | 31.6014291180 |
| 2021-11-01 | 31.6747335321 |
| 2021-12-01 | 31.7426694938 |
| 2022-01-01 | 31.6583234201 |
| 2022-02-01 | 31.5646042135 |
| 2022-03-01 | 31.6902698302 |
| 2022-04-01 | 31.2319025027 |
| 2022-05-01 | 31.3754767371 |
| 2022-06-01 | 31.1561743628 |
| 2022-07-01 | 31.0390786112 |
| 2022-08-01 | 30.8134144473 |
| 2022-09-01 | 30.8628749373 |
| 2022-10-01 | 30.8453584805 |
| 2022-11-01 | 30.9179507072 |
| 2022-12-01 | 30.9189513703 |
| 2023-01-01 | 30.8723641676 |
| 2023-02-01 | 30.9853791999 |
| 2023-03-01 | 30.9238911299 |
| 2023-04-01 | 31.0571469326 |
| 2023-05-01 | 31.1871728699 |
| 2023-06-01 | 31.2205387309 |
| 2023-07-01 | 31.2654270027 |
| 2023-08-01 | 31.3043370949 |
| 2023-09-01 | 31.4579251387 |
| 2023-10-01 | 31.7545928351 |
| 2023-11-01 | 31.5236353330 |
| 2023-12-01 | 31.2113854413 |
| 2024-01-01 | 31.7950348859 |
| 2024-02-01 | 32.1053316619 |
| 2024-03-01 | 32.0573177225 |
| 2024-04-01 | 32.3688307225 |
| 2024-05-01 | 32.0047470956 |
| 2024-06-01 | 32.2920675632 |
| 2024-07-01 | 32.5127549067 |
| 2024-08-01 | 32.6813149565 |
| 2024-09-01 | 32.8526857212 |
| 2024-10-01 | 33.0635867850 |
| 2024-11-01 | 33.4148443523 |
| 2024-12-01 | 33.2119962065 |
| 2025-01-01 | 32.7091610216 |
| 2025-02-01 | 32.9203984384 |
| 2025-03-01 | 32.7771336402 |
| 2025-04-01 | 33.0807609386 |
| 2025-05-01 | 33.1361677317 |
| 2025-06-01 | 33.2688889652 |
| 2025-07-01 | 33.3705100673 |
| 2025-08-01 | 33.3465195703 |
| 2025-09-01 | 33.0490029841 |
| 2025-10-01 | 32.7712681735 |
| 2025-11-01 | 32.8322894907 |
| 2025-12-01 | 32.8376621358 |
| 2026-01-01 | 33.0233582272 |
| 2026-02-01 | 32.9470001058 |
| 2026-03-01 | 33.0915129752 |
| 2026-04-01 | 32.8901870659 |
| 2026-05-01 | 32.9599600616 |
| 2026-06-01 | 33.1364203710 |
| 2026-07-01 | 33.0283480491 |
| 2026-08-01 | 33.0013870036 |