Table Data - All Employees: Education and Health Services: Private Education and Health Services in Grand Rapids-Wyoming-Kentwood, MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Grand Rapids-Wyoming-Kentwood, MI (MSA) |
|---|---|
| Series ID | GRAN326EDUH |
| 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 9:44 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 | 41.0240874242 |
| 1990-02-01 | 41.2214017146 |
| 1990-03-01 | 41.4259475280 |
| 1990-04-01 | 41.4730621254 |
| 1990-05-01 | 41.2584826766 |
| 1990-06-01 | 41.8101733041 |
| 1990-07-01 | 41.4955810039 |
| 1990-08-01 | 42.0110985330 |
| 1990-09-01 | 42.3037690792 |
| 1990-10-01 | 42.4224583102 |
| 1990-11-01 | 42.6031365217 |
| 1990-12-01 | 42.8221812896 |
| 1991-01-01 | 42.4278107862 |
| 1991-02-01 | 42.5182547775 |
| 1991-03-01 | 42.5304157702 |
| 1991-04-01 | 42.3538167036 |
| 1991-05-01 | 42.5553135702 |
| 1991-06-01 | 42.5161264077 |
| 1991-07-01 | 42.7330587836 |
| 1991-08-01 | 42.8069214597 |
| 1991-09-01 | 42.8987103595 |
| 1991-10-01 | 43.2242392891 |
| 1991-11-01 | 43.2873164701 |
| 1991-12-01 | 43.3045249096 |
| 1992-01-01 | 43.6275908546 |
| 1992-02-01 | 43.8358464196 |
| 1992-03-01 | 43.8627400143 |
| 1992-04-01 | 44.1151891401 |
| 1992-05-01 | 44.1563497438 |
| 1992-06-01 | 43.7238117780 |
| 1992-07-01 | 44.1643330039 |
| 1992-08-01 | 44.0858870487 |
| 1992-09-01 | 44.5928027417 |
| 1992-10-01 | 44.1372280534 |
| 1992-11-01 | 44.0799580799 |
| 1992-12-01 | 44.2812694924 |
| 1993-01-01 | 44.5389876351 |
| 1993-02-01 | 44.5643203364 |
| 1993-03-01 | 45.0200115338 |
| 1993-04-01 | 44.8696029328 |
| 1993-05-01 | 45.0736334437 |
| 1993-06-01 | 45.1095153193 |
| 1993-07-01 | 45.1781512385 |
| 1993-08-01 | 45.0441770313 |
| 1993-09-01 | 45.4739485477 |
| 1993-10-01 | 46.0487116492 |
| 1993-11-01 | 45.9663628958 |
| 1993-12-01 | 46.2465520327 |
| 1994-01-01 | 46.3622692872 |
| 1994-02-01 | 46.4965174296 |
| 1994-03-01 | 46.4480104134 |
| 1994-04-01 | 46.7158800168 |
| 1994-05-01 | 46.6681510496 |
| 1994-06-01 | 46.8866447374 |
| 1994-07-01 | 47.1266348811 |
| 1994-08-01 | 47.4446079156 |
| 1994-09-01 | 47.9749829685 |
| 1994-10-01 | 47.3799668383 |
| 1994-11-01 | 47.6751438324 |
| 1994-12-01 | 47.7353904239 |
| 1995-01-01 | 47.7942158473 |
| 1995-02-01 | 47.8154780390 |
| 1995-03-01 | 47.9446954638 |
| 1995-04-01 | 48.4603922809 |
| 1995-05-01 | 48.7293954281 |
| 1995-06-01 | 48.7497734070 |
| 1995-07-01 | 49.8104219993 |
| 1995-08-01 | 49.9836319891 |
| 1995-09-01 | 50.1717507902 |
| 1995-10-01 | 50.3000567147 |
| 1995-11-01 | 50.4935922490 |
| 1995-12-01 | 50.5218685484 |
| 1996-01-01 | 50.4302278155 |
| 1996-02-01 | 50.8084508963 |
| 1996-03-01 | 50.7686592780 |
| 1996-04-01 | 51.0091759251 |
| 1996-05-01 | 50.9432092775 |
| 1996-06-01 | 51.2267403089 |
| 1996-07-01 | 51.1610435607 |
| 1996-08-01 | 51.1117240677 |
| 1996-09-01 | 50.9836872380 |
| 1996-10-01 | 51.7341574167 |
| 1996-11-01 | 51.8647099555 |
| 1996-12-01 | 52.0280668442 |
| 1997-01-01 | 52.1617451135 |
| 1997-02-01 | 51.9952976807 |
| 1997-03-01 | 52.1832661997 |
| 1997-04-01 | 51.9676414504 |
| 1997-05-01 | 51.9506037508 |
| 1997-06-01 | 51.8861991292 |
| 1997-07-01 | 51.8954768885 |
| 1997-08-01 | 52.2866036227 |
| 1997-09-01 | 51.9838139292 |
| 1997-10-01 | 52.0877540416 |
| 1997-11-01 | 52.2676723694 |
| 1997-12-01 | 52.2430077468 |
| 1998-01-01 | 53.1498479713 |
| 1998-02-01 | 52.8045353157 |
| 1998-03-01 | 52.8886118796 |
| 1998-04-01 | 53.0208192483 |
| 1998-05-01 | 53.3690099048 |
| 1998-06-01 | 53.2728976868 |
| 1998-07-01 | 53.2497001379 |
| 1998-08-01 | 53.0446598036 |
| 1998-09-01 | 53.2967581544 |
| 1998-10-01 | 53.1282515524 |
| 1998-11-01 | 52.9274067051 |
| 1998-12-01 | 52.7395139976 |
| 1999-01-01 | 53.3242431302 |
| 1999-02-01 | 53.7086827239 |
| 1999-03-01 | 53.7333150801 |
| 1999-04-01 | 53.5805349354 |
| 1999-05-01 | 53.8402741256 |
| 1999-06-01 | 53.7661218351 |
| 1999-07-01 | 53.7699689296 |
| 1999-08-01 | 53.8975472422 |
| 1999-09-01 | 54.0896854063 |
| 1999-10-01 | 54.5687391790 |
| 1999-11-01 | 54.6047490771 |
| 1999-12-01 | 55.1034152331 |
| 2000-01-01 | 54.9013433673 |
| 2000-02-01 | 55.1084309690 |
| 2000-03-01 | 55.4156804969 |
| 2000-04-01 | 55.6295661028 |
| 2000-05-01 | 55.7383069884 |
| 2000-06-01 | 55.8968667540 |
| 2000-07-01 | 56.2595078577 |
| 2000-08-01 | 56.9204376288 |
| 2000-09-01 | 56.7939620327 |
| 2000-10-01 | 56.6612308313 |
| 2000-11-01 | 56.8896617796 |
| 2000-12-01 | 57.1346221761 |
| 2001-01-01 | 57.7172077686 |
| 2001-02-01 | 57.6887052476 |
| 2001-03-01 | 58.1329005520 |
| 2001-04-01 | 58.5780183632 |
| 2001-05-01 | 58.6603831400 |
| 2001-06-01 | 59.5651762561 |
| 2001-07-01 | 59.5887720642 |
| 2001-08-01 | 59.7512006021 |
| 2001-09-01 | 59.3683224035 |
| 2001-10-01 | 60.1188100237 |
| 2001-11-01 | 60.2856768577 |
| 2001-12-01 | 60.5433176244 |
| 2002-01-01 | 60.9525132865 |
| 2002-02-01 | 61.1565871658 |
| 2002-03-01 | 61.4641027724 |
| 2002-04-01 | 61.6211823100 |
| 2002-05-01 | 61.9872065278 |
| 2002-06-01 | 63.0625612861 |
| 2002-07-01 | 62.4375676793 |
| 2002-08-01 | 62.9038439172 |
| 2002-09-01 | 62.3334886196 |
| 2002-10-01 | 62.1479268077 |
| 2002-11-01 | 62.5823274141 |
| 2002-12-01 | 62.3464881303 |
| 2003-01-01 | 61.1954355293 |
| 2003-02-01 | 62.6357325850 |
| 2003-03-01 | 62.4308660557 |
| 2003-04-01 | 62.6026696108 |
| 2003-05-01 | 63.5026164499 |
| 2003-06-01 | 63.0411228355 |
| 2003-07-01 | 63.2307826743 |
| 2003-08-01 | 63.3720677887 |
| 2003-09-01 | 63.3711842774 |
| 2003-10-01 | 64.6695335018 |
| 2003-11-01 | 64.9910015784 |
| 2003-12-01 | 65.3460626555 |
| 2004-01-01 | 65.3778121839 |
| 2004-02-01 | 65.4008556598 |
| 2004-03-01 | 65.4570472620 |
| 2004-04-01 | 65.5548495797 |
| 2004-05-01 | 65.7782300501 |
| 2004-06-01 | 66.1550563743 |
| 2004-07-01 | 66.5169235491 |
| 2004-08-01 | 66.7396418326 |
| 2004-09-01 | 67.2219313363 |
| 2004-10-01 | 67.3680874342 |
| 2004-11-01 | 67.8549342004 |
| 2004-12-01 | 67.8222761880 |
| 2005-01-01 | 66.1289601232 |
| 2005-02-01 | 66.8116574961 |
| 2005-03-01 | 67.1926021538 |
| 2005-04-01 | 67.7377825405 |
| 2005-05-01 | 67.7474204038 |
| 2005-06-01 | 66.4099129254 |
| 2005-07-01 | 67.6656486991 |
| 2005-08-01 | 67.8702818531 |
| 2005-09-01 | 68.1963305270 |
| 2005-10-01 | 68.0363197162 |
| 2005-11-01 | 67.7116425216 |
| 2005-12-01 | 67.9665042854 |
| 2006-01-01 | 67.1681120226 |
| 2006-02-01 | 67.0542972714 |
| 2006-03-01 | 68.3398133869 |
| 2006-04-01 | 68.3512370568 |
| 2006-05-01 | 68.5433528788 |
| 2006-06-01 | 67.6462961947 |
| 2006-07-01 | 67.6133089271 |
| 2006-08-01 | 67.8953789485 |
| 2006-09-01 | 69.0231378609 |
| 2006-10-01 | 68.8011870318 |
| 2006-11-01 | 69.1823301876 |
| 2006-12-01 | 69.2998719603 |
| 2007-01-01 | 69.9937388647 |
| 2007-02-01 | 70.0912671436 |
| 2007-03-01 | 70.3866626541 |
| 2007-04-01 | 70.3973988682 |
| 2007-05-01 | 70.5510419417 |
| 2007-06-01 | 70.8006964712 |
| 2007-07-01 | 70.6856710381 |
| 2007-08-01 | 71.0572313433 |
| 2007-09-01 | 71.1942095377 |
| 2007-10-01 | 71.1676378436 |
| 2007-11-01 | 71.2298487099 |
| 2007-12-01 | 71.6594428083 |
| 2008-01-01 | 71.7828411934 |
| 2008-02-01 | 72.0325954056 |
| 2008-03-01 | 72.2368857509 |
| 2008-04-01 | 72.5751100817 |
| 2008-05-01 | 73.1036223908 |
| 2008-06-01 | 73.4574517048 |
| 2008-07-01 | 73.5948565644 |
| 2008-08-01 | 73.4590844586 |
| 2008-09-01 | 73.2511092757 |
| 2008-10-01 | 73.2173453205 |
| 2008-11-01 | 73.5911586246 |
| 2008-12-01 | 73.5388945550 |
| 2009-01-01 | 73.2525281226 |
| 2009-02-01 | 73.5825569688 |
| 2009-03-01 | 73.4857004557 |
| 2009-04-01 | 74.4896075517 |
| 2009-05-01 | 74.7089038409 |
| 2009-06-01 | 74.1899714985 |
| 2009-07-01 | 74.2061011743 |
| 2009-08-01 | 74.4971365019 |
| 2009-09-01 | 74.4611652317 |
| 2009-10-01 | 75.1925485434 |
| 2009-11-01 | 75.1685763464 |
| 2009-12-01 | 75.2379540859 |
| 2010-01-01 | 75.4562953207 |
| 2010-02-01 | 75.3118330782 |
| 2010-03-01 | 75.1946730817 |
| 2010-04-01 | 75.0161735200 |
| 2010-05-01 | 75.1376654263 |
| 2010-06-01 | 75.1374265950 |
| 2010-07-01 | 75.7812833360 |
| 2010-08-01 | 75.9430576055 |
| 2010-09-01 | 75.0045516340 |
| 2010-10-01 | 75.1175466232 |
| 2010-11-01 | 75.1275706795 |
| 2010-12-01 | 74.7935205542 |
| 2011-01-01 | 76.0316901051 |
| 2011-02-01 | 75.6294209850 |
| 2011-03-01 | 75.8661264429 |
| 2011-04-01 | 76.1420079967 |
| 2011-05-01 | 76.0499194316 |
| 2011-06-01 | 76.1504422514 |
| 2011-07-01 | 77.0055980836 |
| 2011-08-01 | 76.8855156068 |
| 2011-09-01 | 77.5032027563 |
| 2011-10-01 | 77.7706937605 |
| 2011-11-01 | 77.8727515707 |
| 2011-12-01 | 77.7956126758 |
| 2012-01-01 | 78.1076032750 |
| 2012-02-01 | 78.3174985487 |
| 2012-03-01 | 78.7836092342 |
| 2012-04-01 | 79.3344536945 |
| 2012-05-01 | 79.5257601543 |
| 2012-06-01 | 79.8528751907 |
| 2012-07-01 | 79.9421149887 |
| 2012-08-01 | 80.4149755535 |
| 2012-09-01 | 80.6743256264 |
| 2012-10-01 | 80.9623688206 |
| 2012-11-01 | 81.0490387711 |
| 2012-12-01 | 81.2856100797 |
| 2013-01-01 | 80.9888141135 |
| 2013-02-01 | 81.2955548085 |
| 2013-03-01 | 81.7064680159 |
| 2013-04-01 | 81.1125450257 |
| 2013-05-01 | 80.9529564149 |
| 2013-06-01 | 81.6520928447 |
| 2013-07-01 | 82.3161805023 |
| 2013-08-01 | 82.7357310376 |
| 2013-09-01 | 82.5724831922 |
| 2013-10-01 | 82.5061547235 |
| 2013-11-01 | 82.9829735031 |
| 2013-12-01 | 82.9642818854 |
| 2014-01-01 | 83.6844052092 |
| 2014-02-01 | 83.8710235247 |
| 2014-03-01 | 84.0651707676 |
| 2014-04-01 | 83.2455375557 |
| 2014-05-01 | 83.7176918735 |
| 2014-06-01 | 84.0399410059 |
| 2014-07-01 | 83.9824110262 |
| 2014-08-01 | 84.2758786148 |
| 2014-09-01 | 84.4271633407 |
| 2014-10-01 | 84.3132582586 |
| 2014-11-01 | 84.5118429489 |
| 2014-12-01 | 85.1652044292 |
| 2015-01-01 | 85.5566834774 |
| 2015-02-01 | 85.7597038593 |
| 2015-03-01 | 86.1410567433 |
| 2015-04-01 | 86.3545002039 |
| 2015-05-01 | 86.4436128792 |
| 2015-06-01 | 86.8249694941 |
| 2015-07-01 | 86.4774561231 |
| 2015-08-01 | 85.9555260913 |
| 2015-09-01 | 87.3176376572 |
| 2015-10-01 | 87.5623630505 |
| 2015-11-01 | 87.9030073115 |
| 2015-12-01 | 88.1354443222 |
| 2016-01-01 | 87.9270448376 |
| 2016-02-01 | 88.2715003322 |
| 2016-03-01 | 88.3506080520 |
| 2016-04-01 | 88.6302929572 |
| 2016-05-01 | 89.0722584820 |
| 2016-06-01 | 89.2395318168 |
| 2016-07-01 | 89.6917774297 |
| 2016-08-01 | 89.6790758324 |
| 2016-09-01 | 89.7489144588 |
| 2016-10-01 | 89.6458001620 |
| 2016-11-01 | 89.7436760478 |
| 2016-12-01 | 90.2457760714 |
| 2017-01-01 | 90.5027502101 |
| 2017-02-01 | 90.6689354923 |
| 2017-03-01 | 90.8026865638 |
| 2017-04-01 | 91.5061481071 |
| 2017-05-01 | 91.9195334907 |
| 2017-06-01 | 92.2927420177 |
| 2017-07-01 | 92.9143632280 |
| 2017-08-01 | 93.0995474534 |
| 2017-09-01 | 92.7910998900 |
| 2017-10-01 | 93.8425663477 |
| 2017-11-01 | 94.0135755783 |
| 2017-12-01 | 94.1250364318 |
| 2018-01-01 | 94.6878776169 |
| 2018-02-01 | 94.8444712969 |
| 2018-03-01 | 95.4554751201 |
| 2018-04-01 | 95.0048698519 |
| 2018-05-01 | 95.1234394088 |
| 2018-06-01 | 95.6947981048 |
| 2018-07-01 | 94.0484856504 |
| 2018-08-01 | 94.0357869287 |
| 2018-09-01 | 94.3848889028 |
| 2018-10-01 | 94.3152995692 |
| 2018-11-01 | 94.4737899647 |
| 2018-12-01 | 94.7085189134 |
| 2019-01-01 | 94.4405246507 |
| 2019-02-01 | 94.4092578069 |
| 2019-03-01 | 94.8195875923 |
| 2019-04-01 | 95.2472919466 |
| 2019-05-01 | 95.3810102487 |
| 2019-06-01 | 95.6986983328 |
| 2019-07-01 | 95.5675908911 |
| 2019-08-01 | 96.3892200399 |
| 2019-09-01 | 95.8670790644 |
| 2019-10-01 | 95.7886597792 |
| 2019-11-01 | 96.0490879121 |
| 2019-12-01 | 96.0431682875 |
| 2020-01-01 | 96.2934750738 |
| 2020-02-01 | 96.6857905496 |
| 2020-03-01 | 96.0738603047 |
| 2020-04-01 | 85.9010036521 |
| 2020-05-01 | 87.5033946775 |
| 2020-06-01 | 90.8551610401 |
| 2020-07-01 | 90.8890341352 |
| 2020-08-01 | 91.5919424343 |
| 2020-09-01 | 92.6527890680 |
| 2020-10-01 | 93.3540357946 |
| 2020-11-01 | 93.4025487290 |
| 2020-12-01 | 93.5248897080 |
| 2021-01-01 | 93.7557046020 |
| 2021-02-01 | 93.9764379062 |
| 2021-03-01 | 94.2438233769 |
| 2021-04-01 | 93.7911634702 |
| 2021-05-01 | 93.7401145200 |
| 2021-06-01 | 93.0615128578 |
| 2021-07-01 | 93.9691507556 |
| 2021-08-01 | 93.8145397876 |
| 2021-09-01 | 93.1852608226 |
| 2021-10-01 | 93.8595347307 |
| 2021-11-01 | 93.6821693038 |
| 2021-12-01 | 93.0586277445 |
| 2022-01-01 | 93.2304891600 |
| 2022-02-01 | 93.2986430002 |
| 2022-03-01 | 93.2783056804 |
| 2022-04-01 | 93.1085454463 |
| 2022-05-01 | 92.9858591196 |
| 2022-06-01 | 92.6168416586 |
| 2022-07-01 | 92.9031326660 |
| 2022-08-01 | 93.0721727378 |
| 2022-09-01 | 93.2301672150 |
| 2022-10-01 | 93.5155421875 |
| 2022-11-01 | 93.8894493621 |
| 2022-12-01 | 94.9011243351 |
| 2023-01-01 | 95.3281260407 |
| 2023-02-01 | 95.4985872994 |
| 2023-03-01 | 95.9789651935 |
| 2023-04-01 | 97.3052689039 |
| 2023-05-01 | 97.4830965530 |
| 2023-06-01 | 98.3976055759 |
| 2023-07-01 | 99.6190911371 |
| 2023-08-01 | 99.3197961167 |
| 2023-09-01 | 99.8478188354 |
| 2023-10-01 | 99.8576750898 |
| 2023-11-01 | 100.2610058087 |
| 2023-12-01 | 100.5780725265 |
| 2024-01-01 | 100.6342783706 |
| 2024-02-01 | 101.2037831826 |
| 2024-03-01 | 101.5728102606 |
| 2024-04-01 | 101.6896593715 |
| 2024-05-01 | 101.9918962319 |
| 2024-06-01 | 102.4415801100 |
| 2024-07-01 | 101.6319331753 |
| 2024-08-01 | 101.8066821689 |
| 2024-09-01 | 102.1736954550 |
| 2024-10-01 | 102.0439699719 |
| 2024-11-01 | 102.2512971525 |
| 2024-12-01 | 101.9153966508 |
| 2025-01-01 | 102.6460920573 |
| 2025-02-01 | 102.5877058788 |
| 2025-03-01 | 103.0020083363 |
| 2025-04-01 | 102.4870528417 |
| 2025-05-01 | 102.8957300283 |
| 2025-06-01 | 103.0755437663 |
| 2025-07-01 | 103.1800247081 |
| 2025-08-01 | 103.4307481092 |
| 2025-09-01 | 103.1746761196 |
| 2025-10-01 | 103.6031035591 |
| 2025-11-01 | 103.5103807710 |
| 2025-12-01 | 103.7399237646 |
| 2026-01-01 | 104.0513311224 |
| 2026-02-01 | 104.2757834016 |
| 2026-03-01 | 104.0029219247 |
| 2026-04-01 | 104.6045743643 |
| 2026-05-01 | 104.5121839506 |
| 2026-06-01 | 105.0420769546 |
| 2026-07-01 | 106.1673708199 |
| 2026-08-01 | 105.8839821593 |
| 2026-09-01 | 104.9121752236 |