Table Data - All Employees: Education and Health Services: Private Education and Health Services in Muskegon-Norton Shores, MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Muskegon-Norton Shores, MI (MSA) |
|---|---|
| Series ID | MUSK726EDUH |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 9:49 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 | 6.1190792715 |
| 1990-02-01 | 6.0994480553 |
| 1990-03-01 | 6.1199790942 |
| 1990-04-01 | 6.1912626249 |
| 1990-05-01 | 6.0584445536 |
| 1990-06-01 | 6.2368112158 |
| 1990-07-01 | 6.2615304418 |
| 1990-08-01 | 6.2620965295 |
| 1990-09-01 | 6.2853687025 |
| 1990-10-01 | 6.2866274333 |
| 1990-11-01 | 6.4861744913 |
| 1990-12-01 | 6.3961119803 |
| 1991-01-01 | 6.3199749042 |
| 1991-02-01 | 6.2987822329 |
| 1991-03-01 | 6.3166634435 |
| 1991-04-01 | 6.3891109897 |
| 1991-05-01 | 6.3548877487 |
| 1991-06-01 | 6.4500092590 |
| 1991-07-01 | 6.4628139161 |
| 1991-08-01 | 6.4666154268 |
| 1991-09-01 | 6.4872656805 |
| 1991-10-01 | 6.3731021635 |
| 1991-11-01 | 6.3795713708 |
| 1991-12-01 | 6.4000352102 |
| 1992-01-01 | 6.5220737944 |
| 1992-02-01 | 6.5968422843 |
| 1992-03-01 | 6.6116083607 |
| 1992-04-01 | 6.4942081837 |
| 1992-05-01 | 6.6495328350 |
| 1992-06-01 | 6.6719076238 |
| 1992-07-01 | 6.5619060368 |
| 1992-08-01 | 6.6719089340 |
| 1992-09-01 | 6.6859734732 |
| 1992-10-01 | 6.7452049241 |
| 1992-11-01 | 6.7668395981 |
| 1992-12-01 | 6.9094669424 |
| 1993-01-01 | 6.9245099669 |
| 1993-02-01 | 6.9921351062 |
| 1993-03-01 | 7.0085101696 |
| 1993-04-01 | 6.9996228804 |
| 1993-05-01 | 7.0433129412 |
| 1993-06-01 | 6.9954626031 |
| 1993-07-01 | 7.0682485400 |
| 1993-08-01 | 6.9816537405 |
| 1993-09-01 | 7.0828184708 |
| 1993-10-01 | 7.2114943166 |
| 1993-11-01 | 7.2501297963 |
| 1993-12-01 | 7.3167466190 |
| 1994-01-01 | 7.1364311054 |
| 1994-02-01 | 7.0968619280 |
| 1994-03-01 | 7.2090135377 |
| 1994-04-01 | 7.3123339723 |
| 1994-05-01 | 7.3336302554 |
| 1994-06-01 | 7.3108993268 |
| 1994-07-01 | 7.4724773069 |
| 1994-08-01 | 7.4999885192 |
| 1994-09-01 | 7.4786089032 |
| 1994-10-01 | 7.4793713162 |
| 1994-11-01 | 7.4257867444 |
| 1994-12-01 | 7.4196078804 |
| 1995-01-01 | 7.5576987322 |
| 1995-02-01 | 7.5132325874 |
| 1995-03-01 | 7.5175493630 |
| 1995-04-01 | 7.5227645067 |
| 1995-05-01 | 7.5203970188 |
| 1995-06-01 | 7.5017846749 |
| 1995-07-01 | 7.5650365964 |
| 1995-08-01 | 7.5999063807 |
| 1995-09-01 | 7.6668305815 |
| 1995-10-01 | 7.7690904338 |
| 1995-11-01 | 7.8103610868 |
| 1995-12-01 | 7.8159479771 |
| 1996-01-01 | 7.9868878501 |
| 1996-02-01 | 7.9395938398 |
| 1996-03-01 | 7.8329201505 |
| 1996-04-01 | 7.8266420770 |
| 1996-05-01 | 7.7978894731 |
| 1996-06-01 | 7.7682011748 |
| 1996-07-01 | 7.9677672401 |
| 1996-08-01 | 7.8982018317 |
| 1996-09-01 | 8.0611180028 |
| 1996-10-01 | 7.9763785666 |
| 1996-11-01 | 8.0056902731 |
| 1996-12-01 | 8.0069815514 |
| 1997-01-01 | 8.0198774881 |
| 1997-02-01 | 8.0695111548 |
| 1997-03-01 | 8.1566352605 |
| 1997-04-01 | 8.0299728272 |
| 1997-05-01 | 8.0726597562 |
| 1997-06-01 | 8.0136924453 |
| 1997-07-01 | 7.8585920676 |
| 1997-08-01 | 7.8751308133 |
| 1997-09-01 | 7.8515567863 |
| 1997-10-01 | 7.9090726319 |
| 1997-11-01 | 7.9230880716 |
| 1997-12-01 | 7.8974489731 |
| 1998-01-01 | 7.8442636365 |
| 1998-02-01 | 7.7943426514 |
| 1998-03-01 | 7.8750340244 |
| 1998-04-01 | 7.9363386348 |
| 1998-05-01 | 7.9501653486 |
| 1998-06-01 | 7.9626279940 |
| 1998-07-01 | 8.1598624001 |
| 1998-08-01 | 7.9481408784 |
| 1998-09-01 | 7.9573935415 |
| 1998-10-01 | 7.8405078011 |
| 1998-11-01 | 7.8364323705 |
| 1998-12-01 | 7.8867152690 |
| 1999-01-01 | 7.8634337739 |
| 1999-02-01 | 7.9175044219 |
| 1999-03-01 | 7.8934530993 |
| 1999-04-01 | 8.1314994103 |
| 1999-05-01 | 8.0366891069 |
| 1999-06-01 | 8.1278324583 |
| 1999-07-01 | 8.0384332281 |
| 1999-08-01 | 7.9122025320 |
| 1999-09-01 | 8.0628495282 |
| 1999-10-01 | 8.1724009349 |
| 1999-11-01 | 8.1538897558 |
| 1999-12-01 | 8.1872936251 |
| 2000-01-01 | 7.9705272399 |
| 2000-02-01 | 8.1274272806 |
| 2000-03-01 | 8.1057175886 |
| 2000-04-01 | 8.1235432716 |
| 2000-05-01 | 8.1287934131 |
| 2000-06-01 | 8.2237785554 |
| 2000-07-01 | 8.1129191691 |
| 2000-08-01 | 8.1844459005 |
| 2000-09-01 | 8.1781521965 |
| 2000-10-01 | 8.0901755171 |
| 2000-11-01 | 8.0667625468 |
| 2000-12-01 | 8.1914784751 |
| 2001-01-01 | 8.3793375950 |
| 2001-02-01 | 8.3199479029 |
| 2001-03-01 | 8.4153344031 |
| 2001-04-01 | 8.3132847575 |
| 2001-05-01 | 8.4299128103 |
| 2001-06-01 | 8.4447329850 |
| 2001-07-01 | 8.4835932587 |
| 2001-08-01 | 8.5646995748 |
| 2001-09-01 | 8.5852214488 |
| 2001-10-01 | 8.5993360288 |
| 2001-11-01 | 8.6696146427 |
| 2001-12-01 | 8.7079467378 |
| 2002-01-01 | 8.6858848353 |
| 2002-02-01 | 8.7036865536 |
| 2002-03-01 | 8.7091443441 |
| 2002-04-01 | 8.8084139761 |
| 2002-05-01 | 8.7305686233 |
| 2002-06-01 | 8.9818408781 |
| 2002-07-01 | 8.8637997323 |
| 2002-08-01 | 8.8517575065 |
| 2002-09-01 | 8.8939789654 |
| 2002-10-01 | 8.9882495138 |
| 2002-11-01 | 9.0537970817 |
| 2002-12-01 | 9.1210093287 |
| 2003-01-01 | 9.4040377704 |
| 2003-02-01 | 9.2901412130 |
| 2003-03-01 | 9.4067878194 |
| 2003-04-01 | 9.7008080881 |
| 2003-05-01 | 9.7280877912 |
| 2003-06-01 | 9.7227451043 |
| 2003-07-01 | 9.9552985245 |
| 2003-08-01 | 9.9479954151 |
| 2003-09-01 | 9.8968026948 |
| 2003-10-01 | 9.9617719102 |
| 2003-11-01 | 9.9277374836 |
| 2003-12-01 | 10.0322356934 |
| 2004-01-01 | 10.0220390981 |
| 2004-02-01 | 10.1892480810 |
| 2004-03-01 | 10.3081248706 |
| 2004-04-01 | 10.1048294871 |
| 2004-05-01 | 10.1360524443 |
| 2004-06-01 | 10.0589207150 |
| 2004-07-01 | 10.1501689792 |
| 2004-08-01 | 10.1382970819 |
| 2004-09-01 | 10.3001469352 |
| 2004-10-01 | 10.2207450633 |
| 2004-11-01 | 10.2991182473 |
| 2004-12-01 | 10.2327690125 |
| 2005-01-01 | 10.3351403892 |
| 2005-02-01 | 10.4931037117 |
| 2005-03-01 | 10.4122989502 |
| 2005-04-01 | 10.2202671253 |
| 2005-05-01 | 10.3582957129 |
| 2005-06-01 | 10.3796759529 |
| 2005-07-01 | 10.2552630577 |
| 2005-08-01 | 10.3343734472 |
| 2005-09-01 | 10.2834968096 |
| 2005-10-01 | 10.3827090428 |
| 2005-11-01 | 10.4804744063 |
| 2005-12-01 | 10.4286697743 |
| 2006-01-01 | 10.4362805135 |
| 2006-02-01 | 10.3038397616 |
| 2006-03-01 | 10.5098873292 |
| 2006-04-01 | 10.6397895761 |
| 2006-05-01 | 10.6799932515 |
| 2006-06-01 | 10.7859627251 |
| 2006-07-01 | 10.8731039880 |
| 2006-08-01 | 10.9359127794 |
| 2006-09-01 | 11.0819472649 |
| 2006-10-01 | 10.9462695461 |
| 2006-11-01 | 10.8591740137 |
| 2006-12-01 | 10.9104624251 |
| 2007-01-01 | 10.6430158391 |
| 2007-02-01 | 10.7053755190 |
| 2007-03-01 | 10.8044273770 |
| 2007-04-01 | 10.8608892204 |
| 2007-05-01 | 10.9111588076 |
| 2007-06-01 | 10.8822852195 |
| 2007-07-01 | 10.9863872136 |
| 2007-08-01 | 11.0435364955 |
| 2007-09-01 | 10.9725452214 |
| 2007-10-01 | 11.1253051952 |
| 2007-11-01 | 11.1530378479 |
| 2007-12-01 | 11.0761615945 |
| 2008-01-01 | 11.2546354584 |
| 2008-02-01 | 11.2042182233 |
| 2008-03-01 | 11.1927491170 |
| 2008-04-01 | 11.1796596225 |
| 2008-05-01 | 11.1381020920 |
| 2008-06-01 | 11.1765263016 |
| 2008-07-01 | 11.2012639989 |
| 2008-08-01 | 11.1508060349 |
| 2008-09-01 | 11.2787401162 |
| 2008-10-01 | 11.2184927296 |
| 2008-11-01 | 11.1530997040 |
| 2008-12-01 | 11.0335130492 |
| 2009-01-01 | 11.2672219927 |
| 2009-02-01 | 11.2874441340 |
| 2009-03-01 | 11.2726947489 |
| 2009-04-01 | 11.5054037652 |
| 2009-05-01 | 11.3662951200 |
| 2009-06-01 | 11.5683928848 |
| 2009-07-01 | 11.2142814437 |
| 2009-08-01 | 11.2630538497 |
| 2009-09-01 | 11.2703558281 |
| 2009-10-01 | 11.2242036413 |
| 2009-11-01 | 11.2526929536 |
| 2009-12-01 | 11.1876411013 |
| 2010-01-01 | 11.0831009906 |
| 2010-02-01 | 11.1810660418 |
| 2010-03-01 | 11.1577628372 |
| 2010-04-01 | 11.0235285563 |
| 2010-05-01 | 11.0812603476 |
| 2010-06-01 | 11.0387940741 |
| 2010-07-01 | 11.1366886503 |
| 2010-08-01 | 11.1769494368 |
| 2010-09-01 | 11.0664590424 |
| 2010-10-01 | 11.2292237174 |
| 2010-11-01 | 11.2383210375 |
| 2010-12-01 | 11.3433612425 |
| 2011-01-01 | 11.4188323773 |
| 2011-02-01 | 11.3889586513 |
| 2011-03-01 | 11.3551079812 |
| 2011-04-01 | 11.1387464514 |
| 2011-05-01 | 11.1820531344 |
| 2011-06-01 | 11.2095648814 |
| 2011-07-01 | 11.1446579599 |
| 2011-08-01 | 11.1828725378 |
| 2011-09-01 | 11.1652961102 |
| 2011-10-01 | 11.1367902853 |
| 2011-11-01 | 11.1379547104 |
| 2011-12-01 | 11.2210489075 |
| 2012-01-01 | 11.1270896108 |
| 2012-02-01 | 11.2045359302 |
| 2012-03-01 | 11.2664687420 |
| 2012-04-01 | 11.2472495080 |
| 2012-05-01 | 11.2712711001 |
| 2012-06-01 | 11.3705257883 |
| 2012-07-01 | 11.4565235293 |
| 2012-08-01 | 11.4882094096 |
| 2012-09-01 | 11.5726012357 |
| 2012-10-01 | 11.5384343151 |
| 2012-11-01 | 11.6285307619 |
| 2012-12-01 | 11.6084082753 |
| 2013-01-01 | 11.5401842802 |
| 2013-02-01 | 11.5169627092 |
| 2013-03-01 | 11.5800597150 |
| 2013-04-01 | 11.6565483083 |
| 2013-05-01 | 11.6590449402 |
| 2013-06-01 | 11.6328668823 |
| 2013-07-01 | 11.4474004150 |
| 2013-08-01 | 11.4904658409 |
| 2013-09-01 | 11.5810349380 |
| 2013-10-01 | 11.6459673674 |
| 2013-11-01 | 11.6393497543 |
| 2013-12-01 | 11.6280332481 |
| 2014-01-01 | 11.5201102513 |
| 2014-02-01 | 11.5154326805 |
| 2014-03-01 | 11.5948156240 |
| 2014-04-01 | 11.7617850266 |
| 2014-05-01 | 11.8504413389 |
| 2014-06-01 | 11.7969483077 |
| 2014-07-01 | 11.9474640205 |
| 2014-08-01 | 11.8977069398 |
| 2014-09-01 | 11.7865994307 |
| 2014-10-01 | 11.4633760939 |
| 2014-11-01 | 11.6475405979 |
| 2014-12-01 | 11.6490588390 |
| 2015-01-01 | 11.7999104226 |
| 2015-02-01 | 11.8099811659 |
| 2015-03-01 | 11.9066702331 |
| 2015-04-01 | 11.4686852961 |
| 2015-05-01 | 11.5607052284 |
| 2015-06-01 | 11.5884812988 |
| 2015-07-01 | 11.4095195068 |
| 2015-08-01 | 11.4774183312 |
| 2015-09-01 | 11.2890660048 |
| 2015-10-01 | 11.4835456005 |
| 2015-11-01 | 11.5614490900 |
| 2015-12-01 | 11.5744163552 |
| 2016-01-01 | 11.4566576227 |
| 2016-02-01 | 11.5001103918 |
| 2016-03-01 | 11.5154808806 |
| 2016-04-01 | 11.4866837800 |
| 2016-05-01 | 11.4938769098 |
| 2016-06-01 | 11.4912011837 |
| 2016-07-01 | 11.4719437313 |
| 2016-08-01 | 11.4400850372 |
| 2016-09-01 | 11.4833493410 |
| 2016-10-01 | 11.7082310466 |
| 2016-11-01 | 11.6681429243 |
| 2016-12-01 | 11.6817400647 |
| 2017-01-01 | 12.0342768330 |
| 2017-02-01 | 12.0035686006 |
| 2017-03-01 | 12.0314447557 |
| 2017-04-01 | 12.0068594058 |
| 2017-05-01 | 12.0443597725 |
| 2017-06-01 | 12.2084772952 |
| 2017-07-01 | 11.9196299382 |
| 2017-08-01 | 11.8838329057 |
| 2017-09-01 | 12.0747523598 |
| 2017-10-01 | 11.8249522987 |
| 2017-11-01 | 11.8656999638 |
| 2017-12-01 | 11.8926941475 |
| 2018-01-01 | 11.9107485341 |
| 2018-02-01 | 11.9220334849 |
| 2018-03-01 | 11.9465090878 |
| 2018-04-01 | 12.0218892800 |
| 2018-05-01 | 11.9896691594 |
| 2018-06-01 | 12.0431400868 |
| 2018-07-01 | 12.2613042973 |
| 2018-08-01 | 12.1201236529 |
| 2018-09-01 | 12.0567114603 |
| 2018-10-01 | 12.0363950637 |
| 2018-11-01 | 12.0610349329 |
| 2018-12-01 | 11.9993695422 |
| 2019-01-01 | 11.8032367211 |
| 2019-02-01 | 11.7473426757 |
| 2019-03-01 | 11.7701610469 |
| 2019-04-01 | 11.7260750494 |
| 2019-05-01 | 11.7151814206 |
| 2019-06-01 | 11.7849341100 |
| 2019-07-01 | 11.7958601988 |
| 2019-08-01 | 11.7555504545 |
| 2019-09-01 | 11.6460364987 |
| 2019-10-01 | 11.5487652055 |
| 2019-11-01 | 11.4775480028 |
| 2019-12-01 | 11.5253696648 |
| 2020-01-01 | 11.5966823146 |
| 2020-02-01 | 11.5643370058 |
| 2020-03-01 | 11.4827465370 |
| 2020-04-01 | 9.5126391634 |
| 2020-05-01 | 9.2983220195 |
| 2020-06-01 | 10.0084969475 |
| 2020-07-01 | 10.2521432523 |
| 2020-08-01 | 10.4188180815 |
| 2020-09-01 | 10.7380965702 |
| 2020-10-01 | 10.7697348325 |
| 2020-11-01 | 10.7163590432 |
| 2020-12-01 | 10.6616538364 |
| 2021-01-01 | 10.6839393041 |
| 2021-02-01 | 10.6602018140 |
| 2021-03-01 | 10.7856925771 |
| 2021-04-01 | 10.7330144343 |
| 2021-05-01 | 10.7091233776 |
| 2021-06-01 | 10.6148059561 |
| 2021-07-01 | 10.8933442985 |
| 2021-08-01 | 10.6710283048 |
| 2021-09-01 | 10.6339856338 |
| 2021-10-01 | 10.7828957934 |
| 2021-11-01 | 10.8590763663 |
| 2021-12-01 | 10.8091563336 |
| 2022-01-01 | 10.6841149859 |
| 2022-02-01 | 10.7584366909 |
| 2022-03-01 | 10.6804334122 |
| 2022-04-01 | 10.7350570760 |
| 2022-05-01 | 10.7919450128 |
| 2022-06-01 | 10.7038081127 |
| 2022-07-01 | 10.7524807185 |
| 2022-08-01 | 10.7402896145 |
| 2022-09-01 | 10.7286767730 |
| 2022-10-01 | 10.7048685908 |
| 2022-11-01 | 10.7109358458 |
| 2022-12-01 | 10.7508067121 |
| 2023-01-01 | 10.8924329858 |
| 2023-02-01 | 10.8497630434 |
| 2023-03-01 | 10.8829294217 |
| 2023-04-01 | 10.8315150711 |
| 2023-05-01 | 10.8713531351 |
| 2023-06-01 | 10.8830044207 |
| 2023-07-01 | 10.9181007613 |
| 2023-08-01 | 10.9135891406 |
| 2023-09-01 | 10.9184652742 |
| 2023-10-01 | 10.9266409094 |
| 2023-11-01 | 10.9547725556 |
| 2023-12-01 | 11.0844509737 |
| 2024-01-01 | 11.3098163167 |
| 2024-02-01 | 11.4542009235 |
| 2024-03-01 | 11.4873128498 |
| 2024-04-01 | 11.5347519406 |
| 2024-05-01 | 11.5557757996 |
| 2024-06-01 | 11.7532860391 |
| 2024-07-01 | 11.7698754486 |
| 2024-08-01 | 11.8735286262 |
| 2024-09-01 | 11.9074723311 |
| 2024-10-01 | 11.9525267619 |
| 2024-11-01 | 11.8979734410 |
| 2024-12-01 | 11.9111092551 |
| 2025-01-01 | 11.9262524887 |
| 2025-02-01 | 11.8553752309 |
| 2025-03-01 | 12.1976833750 |
| 2025-04-01 | 12.3359501217 |
| 2025-05-01 | 12.4504373594 |
| 2025-06-01 | 12.6253334642 |
| 2025-07-01 | 12.5415415481 |
| 2025-08-01 | 12.5470110757 |
| 2025-09-01 | 12.3908571791 |
| 2025-10-01 | 12.4643167542 |
| 2025-11-01 | 12.6211072899 |
| 2025-12-01 | 12.7298227550 |
| 2026-01-01 | 12.6486061192 |
| 2026-02-01 | 12.6686319758 |
| 2026-03-01 | 12.6022039100 |
| 2026-04-01 | 12.6309017055 |
| 2026-05-01 | 12.6436191424 |
| 2026-06-01 | 12.6131435130 |
| 2026-07-01 | 12.6353190085 |
| 2026-08-01 | 12.5487145779 |
| 2026-09-01 | 12.7824053301 |