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 2026-08-01 |
| Last Updated | 2026-09-18 12:14 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 | 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 | 10.0322356935 |
| 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 | 10.0589207149 |
| 2004-07-01 | 10.1501689792 |
| 2004-08-01 | 10.1382970819 |
| 2004-09-01 | 10.3001469353 |
| 2004-10-01 | 10.2207450634 |
| 2004-11-01 | 10.2991182474 |
| 2004-12-01 | 10.2327690126 |
| 2005-01-01 | 10.3351403892 |
| 2005-02-01 | 10.4931037116 |
| 2005-03-01 | 10.4122989500 |
| 2005-04-01 | 10.2202671251 |
| 2005-05-01 | 10.3582957128 |
| 2005-06-01 | 10.3796759528 |
| 2005-07-01 | 10.2552630578 |
| 2005-08-01 | 10.3343734474 |
| 2005-09-01 | 10.2834968099 |
| 2005-10-01 | 10.3827090430 |
| 2005-11-01 | 10.4804744064 |
| 2005-12-01 | 10.4286697743 |
| 2006-01-01 | 10.4362805135 |
| 2006-02-01 | 10.3038397615 |
| 2006-03-01 | 10.5098873292 |
| 2006-04-01 | 10.6397895746 |
| 2006-05-01 | 10.6799932516 |
| 2006-06-01 | 10.7859627254 |
| 2006-07-01 | 10.8731039887 |
| 2006-08-01 | 10.9359127800 |
| 2006-09-01 | 11.0819472655 |
| 2006-10-01 | 10.9462695462 |
| 2006-11-01 | 10.8591740134 |
| 2006-12-01 | 10.9104624244 |
| 2007-01-01 | 10.6430158388 |
| 2007-02-01 | 10.7053755192 |
| 2007-03-01 | 10.8044273776 |
| 2007-04-01 | 10.8608892182 |
| 2007-05-01 | 10.9111588082 |
| 2007-06-01 | 10.8822852197 |
| 2007-07-01 | 10.9863872137 |
| 2007-08-01 | 11.0435364942 |
| 2007-09-01 | 10.9725452296 |
| 2007-10-01 | 11.1253051922 |
| 2007-11-01 | 11.1530378443 |
| 2007-12-01 | 11.0761615916 |
| 2008-01-01 | 11.2546354571 |
| 2008-02-01 | 11.2042182234 |
| 2008-03-01 | 11.1927491173 |
| 2008-04-01 | 11.1796596394 |
| 2008-05-01 | 11.1381020889 |
| 2008-06-01 | 11.1765262964 |
| 2008-07-01 | 11.2012639928 |
| 2008-08-01 | 11.1508060272 |
| 2008-09-01 | 11.2787401293 |
| 2008-10-01 | 11.2184927225 |
| 2008-11-01 | 11.1530996982 |
| 2008-12-01 | 11.0335130459 |
| 2009-01-01 | 11.2672219938 |
| 2009-02-01 | 11.2874441387 |
| 2009-03-01 | 11.2726947537 |
| 2009-04-01 | 11.5054038072 |
| 2009-05-01 | 11.3662951143 |
| 2009-06-01 | 11.5683928719 |
| 2009-07-01 | 11.2142814271 |
| 2009-08-01 | 11.2630538297 |
| 2009-09-01 | 11.2703558398 |
| 2009-10-01 | 11.2242036238 |
| 2009-11-01 | 11.2526929401 |
| 2009-12-01 | 11.1876410943 |
| 2010-01-01 | 11.0831009990 |
| 2010-02-01 | 11.1810660637 |
| 2010-03-01 | 11.1577628557 |
| 2010-04-01 | 11.0235286309 |
| 2010-05-01 | 11.0812603598 |
| 2010-06-01 | 11.0387940910 |
| 2010-07-01 | 11.1366884483 |
| 2010-08-01 | 11.1769494581 |
| 2010-09-01 | 11.0664590844 |
| 2010-10-01 | 11.2292237082 |
| 2010-11-01 | 11.2383210122 |
| 2010-12-01 | 11.3433612210 |
| 2011-01-01 | 11.4188323966 |
| 2011-02-01 | 11.3889587278 |
| 2011-03-01 | 11.3551080739 |
| 2011-04-01 | 11.1387465937 |
| 2011-05-01 | 11.1820531768 |
| 2011-06-01 | 11.2095648675 |
| 2011-07-01 | 11.1446574290 |
| 2011-08-01 | 11.1828724380 |
| 2011-09-01 | 11.1652961003 |
| 2011-10-01 | 11.1367902287 |
| 2011-11-01 | 11.1379548790 |
| 2011-12-01 | 11.2210491596 |
| 2012-01-01 | 11.1270898776 |
| 2012-02-01 | 11.2045361444 |
| 2012-03-01 | 11.2664689478 |
| 2012-04-01 | 11.2472500572 |
| 2012-05-01 | 11.2712706062 |
| 2012-06-01 | 11.3705251436 |
| 2012-07-01 | 11.4565220054 |
| 2012-08-01 | 11.4882084694 |
| 2012-09-01 | 11.5726026682 |
| 2012-10-01 | 11.5384337216 |
| 2012-11-01 | 11.6285310576 |
| 2012-12-01 | 11.6084091831 |
| 2013-01-01 | 11.5401857418 |
| 2013-02-01 | 11.5169642624 |
| 2013-03-01 | 11.5800609329 |
| 2013-04-01 | 11.6565493950 |
| 2013-05-01 | 11.6590431259 |
| 2013-06-01 | 11.6328642266 |
| 2013-07-01 | 11.4473964560 |
| 2013-08-01 | 11.4904624909 |
| 2013-09-01 | 11.5810365472 |
| 2013-10-01 | 11.6459648154 |
| 2013-11-01 | 11.6393483709 |
| 2013-12-01 | 11.6280393303 |
| 2014-01-01 | 11.5201230976 |
| 2014-02-01 | 11.5154347612 |
| 2014-03-01 | 11.5948172297 |
| 2014-04-01 | 11.7617850565 |
| 2014-05-01 | 11.8504349862 |
| 2014-06-01 | 11.7969427772 |
| 2014-07-01 | 11.9474501272 |
| 2014-08-01 | 11.8976934093 |
| 2014-09-01 | 11.7866175148 |
| 2014-10-01 | 11.4633675410 |
| 2014-11-01 | 11.6475355458 |
| 2014-12-01 | 11.6490700216 |
| 2015-01-01 | 11.7999379290 |
| 2015-02-01 | 11.8099880130 |
| 2015-03-01 | 11.9066760715 |
| 2015-04-01 | 11.4686895856 |
| 2015-05-01 | 11.5607042123 |
| 2015-06-01 | 11.5884865799 |
| 2015-07-01 | 11.4094195634 |
| 2015-08-01 | 11.4774108618 |
| 2015-09-01 | 11.2891089477 |
| 2015-10-01 | 11.4835392488 |
| 2015-11-01 | 11.5614468379 |
| 2015-12-01 | 11.5744409321 |
| 2016-01-01 | 11.4567067033 |
| 2016-02-01 | 11.5001279606 |
| 2016-03-01 | 11.5154925383 |
| 2016-04-01 | 11.4866869958 |
| 2016-05-01 | 11.4938680922 |
| 2016-06-01 | 11.4912004181 |
| 2016-07-01 | 11.4717428547 |
| 2016-08-01 | 11.4400780489 |
| 2016-09-01 | 11.4834248172 |
| 2016-10-01 | 11.7082391645 |
| 2016-11-01 | 11.6681590211 |
| 2016-12-01 | 11.6817912013 |
| 2017-01-01 | 12.0343550033 |
| 2017-02-01 | 12.0036049370 |
| 2017-03-01 | 12.0314622645 |
| 2017-04-01 | 12.0069593030 |
| 2017-05-01 | 12.0442261066 |
| 2017-06-01 | 12.2083577988 |
| 2017-07-01 | 11.9193526851 |
| 2017-08-01 | 11.8838585150 |
| 2017-09-01 | 12.0748806215 |
| 2017-10-01 | 11.8249782399 |
| 2017-11-01 | 11.8657604024 |
| 2017-12-01 | 11.8927891427 |
| 2018-01-01 | 11.9108629108 |
| 2018-02-01 | 11.9220959165 |
| 2018-03-01 | 11.9465473969 |
| 2018-04-01 | 12.0221150238 |
| 2018-05-01 | 11.9894434927 |
| 2018-06-01 | 12.0426596674 |
| 2018-07-01 | 12.2609871270 |
| 2018-08-01 | 12.1201504190 |
| 2018-09-01 | 12.0569567190 |
| 2018-10-01 | 12.0363515300 |
| 2018-11-01 | 12.0614307487 |
| 2018-12-01 | 11.9994407139 |
| 2019-01-01 | 11.8033400022 |
| 2019-02-01 | 11.7474199055 |
| 2019-03-01 | 11.7702219273 |
| 2019-04-01 | 11.7264176887 |
| 2019-05-01 | 11.7148658045 |
| 2019-06-01 | 11.7840953905 |
| 2019-07-01 | 11.7955131034 |
| 2019-08-01 | 11.7555631464 |
| 2019-09-01 | 11.6463533682 |
| 2019-10-01 | 11.5486559814 |
| 2019-11-01 | 11.4782569653 |
| 2019-12-01 | 11.5254350073 |
| 2020-01-01 | 11.5967977787 |
| 2020-02-01 | 11.5644466070 |
| 2020-03-01 | 11.4828261287 |
| 2020-04-01 | 9.5129189123 |
| 2020-05-01 | 9.2980549692 |
| 2020-06-01 | 10.0075300060 |
| 2020-07-01 | 10.2518507484 |
| 2020-08-01 | 10.4187686841 |
| 2020-09-01 | 10.7383795050 |
| 2020-10-01 | 10.7695114986 |
| 2020-11-01 | 10.7175330282 |
| 2020-12-01 | 10.6615575289 |
| 2021-01-01 | 10.6838514524 |
| 2021-02-01 | 10.6613853852 |
| 2021-03-01 | 10.7854080328 |
| 2021-04-01 | 10.7328824502 |
| 2021-05-01 | 10.7083672705 |
| 2021-06-01 | 10.6134436365 |
| 2021-07-01 | 10.8929794490 |
| 2021-08-01 | 10.6710510111 |
| 2021-09-01 | 10.6344785016 |
| 2021-10-01 | 10.7830104389 |
| 2021-11-01 | 10.8609369282 |
| 2021-12-01 | 10.8093320408 |
| 2022-01-01 | 10.6837083281 |
| 2022-02-01 | 10.7609182201 |
| 2022-03-01 | 10.6795216193 |
| 2022-04-01 | 10.7337876456 |
| 2022-05-01 | 10.7901037851 |
| 2022-06-01 | 10.7013120181 |
| 2022-07-01 | 10.7516965315 |
| 2022-08-01 | 10.7404763617 |
| 2022-09-01 | 10.7324268683 |
| 2022-10-01 | 10.7040319206 |
| 2022-11-01 | 10.7144121742 |
| 2022-12-01 | 10.7509087609 |
| 2023-01-01 | 10.8924749735 |
| 2023-02-01 | 10.8540553688 |
| 2023-03-01 | 10.8813879456 |
| 2023-04-01 | 10.8285416896 |
| 2023-05-01 | 10.8670429545 |
| 2023-06-01 | 10.8769188776 |
| 2023-07-01 | 10.9124447886 |
| 2023-08-01 | 10.9166716930 |
| 2023-09-01 | 10.9308795746 |
| 2023-10-01 | 10.9261348238 |
| 2023-11-01 | 10.9599363910 |
| 2023-12-01 | 11.0846507568 |
| 2024-01-01 | 11.3101849497 |
| 2024-02-01 | 11.4589300025 |
| 2024-03-01 | 11.4847270137 |
| 2024-04-01 | 11.5293350109 |
| 2024-05-01 | 11.5480286207 |
| 2024-06-01 | 11.7421560685 |
| 2024-07-01 | 11.7575636676 |
| 2024-08-01 | 11.8787130431 |
| 2024-09-01 | 11.9350716919 |
| 2024-10-01 | 11.9520764269 |
| 2024-11-01 | 11.9054723013 |
| 2024-12-01 | 11.9109501215 |
| 2025-01-01 | 11.9271412884 |
| 2025-02-01 | 11.8604744576 |
| 2025-03-01 | 12.1937726894 |
| 2025-04-01 | 12.3278875417 |
| 2025-05-01 | 12.4384736262 |
| 2025-06-01 | 12.6080900036 |
| 2025-07-01 | 12.5205810326 |
| 2025-08-01 | 12.5548831127 |
| 2025-09-01 | 12.4344843283 |
| 2025-10-01 | 12.4656047023 |
| 2025-11-01 | 12.6302235422 |
| 2025-12-01 | 12.7297383779 |
| 2026-01-01 | 12.6493307237 |
| 2026-02-01 | 12.6727168878 |
| 2026-03-01 | 12.5970659265 |
| 2026-04-01 | 12.6210239467 |
| 2026-05-01 | 12.6291372807 |
| 2026-06-01 | 12.5926168215 |
| 2026-07-01 | 12.6099655648 |
| 2026-08-01 | 12.5564959531 |