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 2026-08-01 |
| Last Updated | 2026-09-18 12:11 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 | 41.0240874269 |
| 1990-02-01 | 41.2214017196 |
| 1990-03-01 | 41.4259475298 |
| 1990-04-01 | 41.4730621308 |
| 1990-05-01 | 41.2584826784 |
| 1990-06-01 | 41.8101733010 |
| 1990-07-01 | 41.4955809981 |
| 1990-08-01 | 42.0110985349 |
| 1990-09-01 | 42.3037690765 |
| 1990-10-01 | 42.4224582997 |
| 1990-11-01 | 42.6031365176 |
| 1990-12-01 | 42.8221812903 |
| 1991-01-01 | 42.4278107918 |
| 1991-02-01 | 42.5182547883 |
| 1991-03-01 | 42.5304157781 |
| 1991-04-01 | 42.3538167138 |
| 1991-05-01 | 42.5553135693 |
| 1991-06-01 | 42.5161263959 |
| 1991-07-01 | 42.7330587687 |
| 1991-08-01 | 42.8069214603 |
| 1991-09-01 | 42.8987103504 |
| 1991-10-01 | 43.2242392835 |
| 1991-11-01 | 43.2873164767 |
| 1991-12-01 | 43.3045249188 |
| 1992-01-01 | 43.6275908649 |
| 1992-02-01 | 43.8358464248 |
| 1992-03-01 | 43.8627400435 |
| 1992-04-01 | 44.1151891166 |
| 1992-05-01 | 44.1563497189 |
| 1992-06-01 | 43.7238117546 |
| 1992-07-01 | 44.1643329472 |
| 1992-08-01 | 44.0858871131 |
| 1992-09-01 | 44.5928027791 |
| 1992-10-01 | 44.1372280793 |
| 1992-11-01 | 44.0799581003 |
| 1992-12-01 | 44.2812695014 |
| 1993-01-01 | 44.5389876460 |
| 1993-02-01 | 44.5643202929 |
| 1993-03-01 | 45.0200115295 |
| 1993-04-01 | 44.8696027935 |
| 1993-05-01 | 45.0736333526 |
| 1993-06-01 | 45.1095153295 |
| 1993-07-01 | 45.1781512543 |
| 1993-08-01 | 45.0441772728 |
| 1993-09-01 | 45.4739487530 |
| 1993-10-01 | 46.0487115989 |
| 1993-11-01 | 45.9663627641 |
| 1993-12-01 | 46.2465519707 |
| 1994-01-01 | 46.3622693913 |
| 1994-02-01 | 46.4965174380 |
| 1994-03-01 | 46.4480103997 |
| 1994-04-01 | 46.7158797218 |
| 1994-05-01 | 46.6681507639 |
| 1994-06-01 | 46.8866445686 |
| 1994-07-01 | 47.1266346975 |
| 1994-08-01 | 47.4446096697 |
| 1994-09-01 | 47.9749830020 |
| 1994-10-01 | 47.3799663325 |
| 1994-11-01 | 47.6751432961 |
| 1994-12-01 | 47.7353903079 |
| 1995-01-01 | 47.7942160564 |
| 1995-02-01 | 47.8154784473 |
| 1995-03-01 | 47.9446956040 |
| 1995-04-01 | 48.4603918062 |
| 1995-05-01 | 48.7293946595 |
| 1995-06-01 | 48.7497726748 |
| 1995-07-01 | 49.8104212895 |
| 1995-08-01 | 49.9836372429 |
| 1995-09-01 | 50.1717497070 |
| 1995-10-01 | 50.3000552618 |
| 1995-11-01 | 50.4935910268 |
| 1995-12-01 | 50.5218673029 |
| 1996-01-01 | 50.4302269456 |
| 1996-02-01 | 50.8084582221 |
| 1996-03-01 | 50.7686584379 |
| 1996-04-01 | 51.0091740626 |
| 1996-05-01 | 50.9432066920 |
| 1996-06-01 | 51.2267376856 |
| 1996-07-01 | 51.1610414011 |
| 1996-08-01 | 51.1117331357 |
| 1996-09-01 | 50.9836858206 |
| 1996-10-01 | 51.7341556550 |
| 1996-11-01 | 51.8647083675 |
| 1996-12-01 | 52.0280649644 |
| 1997-01-01 | 52.1617440292 |
| 1997-02-01 | 51.9953134892 |
| 1997-03-01 | 52.1832646889 |
| 1997-04-01 | 51.9676368042 |
| 1997-05-01 | 51.9505961223 |
| 1997-06-01 | 51.8861912238 |
| 1997-07-01 | 51.8954715979 |
| 1997-08-01 | 52.2866216610 |
| 1997-09-01 | 51.9838150003 |
| 1997-10-01 | 52.0877545028 |
| 1997-11-01 | 52.2676702572 |
| 1997-12-01 | 52.2430038293 |
| 1998-01-01 | 53.1498453031 |
| 1998-02-01 | 52.8045577933 |
| 1998-03-01 | 52.8886094377 |
| 1998-04-01 | 53.0208150136 |
| 1998-05-01 | 53.3690050982 |
| 1998-06-01 | 53.2728572196 |
| 1998-07-01 | 53.2497001150 |
| 1998-08-01 | 53.0446885403 |
| 1998-09-01 | 53.2967787838 |
| 1998-10-01 | 53.1282537164 |
| 1998-11-01 | 52.9274033714 |
| 1998-12-01 | 52.7395069556 |
| 1999-01-01 | 53.3242372710 |
| 1999-02-01 | 53.7087022173 |
| 1999-03-01 | 53.7333110406 |
| 1999-04-01 | 53.5805318893 |
| 1999-05-01 | 53.8402696776 |
| 1999-06-01 | 53.7660276051 |
| 1999-07-01 | 53.7699668599 |
| 1999-08-01 | 53.8976125958 |
| 1999-09-01 | 54.0897339618 |
| 1999-10-01 | 54.5687601503 |
| 1999-11-01 | 54.6047774752 |
| 1999-12-01 | 55.1034337296 |
| 2000-01-01 | 54.9012647553 |
| 2000-02-01 | 55.1084443652 |
| 2000-03-01 | 55.4156588564 |
| 2000-04-01 | 55.6295421728 |
| 2000-05-01 | 55.7382971933 |
| 2000-06-01 | 55.8967024475 |
| 2000-07-01 | 56.2595044684 |
| 2000-08-01 | 56.9205541985 |
| 2000-09-01 | 56.7940680945 |
| 2000-10-01 | 56.6613147390 |
| 2000-11-01 | 56.8897762820 |
| 2000-12-01 | 57.1346870842 |
| 2001-01-01 | 57.7170279072 |
| 2001-02-01 | 57.6886601868 |
| 2001-03-01 | 58.1328142405 |
| 2001-04-01 | 58.5779365721 |
| 2001-05-01 | 58.6603398480 |
| 2001-06-01 | 59.5649381057 |
| 2001-07-01 | 59.5887494333 |
| 2001-08-01 | 59.7513918108 |
| 2001-09-01 | 59.3685028032 |
| 2001-10-01 | 60.1190110602 |
| 2001-11-01 | 60.2860017498 |
| 2001-12-01 | 60.5436875162 |
| 2002-01-01 | 60.9519567125 |
| 2002-02-01 | 61.1563530109 |
| 2002-03-01 | 61.4639041969 |
| 2002-04-01 | 61.6210283017 |
| 2002-05-01 | 61.9871386386 |
| 2002-06-01 | 63.0622163674 |
| 2002-07-01 | 62.4375821876 |
| 2002-08-01 | 62.9041188811 |
| 2002-09-01 | 62.3337785592 |
| 2002-10-01 | 62.1482802098 |
| 2002-11-01 | 62.5829001981 |
| 2002-12-01 | 62.3471959342 |
| 2003-01-01 | 61.1944660706 |
| 2003-02-01 | 62.6352503867 |
| 2003-03-01 | 62.4305501614 |
| 2003-04-01 | 62.6024621006 |
| 2003-05-01 | 63.5025219667 |
| 2003-06-01 | 63.0407249606 |
| 2003-07-01 | 63.2308446030 |
| 2003-08-01 | 63.3724154655 |
| 2003-09-01 | 63.3715433772 |
| 2003-10-01 | 64.6700395691 |
| 2003-11-01 | 64.9918092799 |
| 2003-12-01 | 65.3471310102 |
| 2004-01-01 | 65.3763427744 |
| 2004-02-01 | 65.4001312156 |
| 2004-03-01 | 65.4566234790 |
| 2004-04-01 | 65.5546055990 |
| 2004-05-01 | 65.7781390779 |
| 2004-06-01 | 66.1546465823 |
| 2004-07-01 | 66.5170693239 |
| 2004-08-01 | 66.7400308728 |
| 2004-09-01 | 67.2223418277 |
| 2004-10-01 | 67.3686895458 |
| 2004-11-01 | 67.8558322771 |
| 2004-12-01 | 67.8234034580 |
| 2005-01-01 | 66.1274015363 |
| 2005-02-01 | 66.8108264398 |
| 2005-03-01 | 67.1921346949 |
| 2005-04-01 | 67.7375437576 |
| 2005-05-01 | 67.7473408557 |
| 2005-06-01 | 66.4095854237 |
| 2005-07-01 | 67.6658291471 |
| 2005-08-01 | 67.8706425832 |
| 2005-09-01 | 68.1967008052 |
| 2005-10-01 | 68.0368960310 |
| 2005-11-01 | 67.7124656790 |
| 2005-12-01 | 67.9675798843 |
| 2006-01-01 | 67.1666186402 |
| 2006-02-01 | 67.0534932971 |
| 2006-03-01 | 68.3393598023 |
| 2006-04-01 | 68.3510523168 |
| 2006-05-01 | 68.5433306700 |
| 2006-06-01 | 67.6460537857 |
| 2006-07-01 | 67.6135252597 |
| 2006-08-01 | 67.8956646836 |
| 2006-09-01 | 69.0234381810 |
| 2006-10-01 | 68.8016454957 |
| 2006-11-01 | 69.1829397660 |
| 2006-12-01 | 69.3006244444 |
| 2007-01-01 | 69.9926039514 |
| 2007-02-01 | 70.0906316418 |
| 2007-03-01 | 70.3862885583 |
| 2007-04-01 | 70.3972849730 |
| 2007-05-01 | 70.5510609949 |
| 2007-06-01 | 70.8005612530 |
| 2007-07-01 | 70.6858627563 |
| 2007-08-01 | 71.0574373925 |
| 2007-09-01 | 71.1944017793 |
| 2007-10-01 | 71.1679437075 |
| 2007-11-01 | 71.2302110229 |
| 2007-12-01 | 71.6598512164 |
| 2008-01-01 | 71.7821655965 |
| 2008-02-01 | 72.0322209319 |
| 2008-03-01 | 72.2366045315 |
| 2008-04-01 | 72.5750426194 |
| 2008-05-01 | 73.1036721000 |
| 2008-06-01 | 73.4574222122 |
| 2008-07-01 | 73.5949988315 |
| 2008-08-01 | 73.4592066640 |
| 2008-09-01 | 73.2512084593 |
| 2008-10-01 | 73.2175021474 |
| 2008-11-01 | 73.5912939877 |
| 2008-12-01 | 73.5389510730 |
| 2009-01-01 | 73.2523262542 |
| 2009-02-01 | 73.5824254257 |
| 2009-03-01 | 73.4855159206 |
| 2009-04-01 | 74.4895633580 |
| 2009-05-01 | 74.7089453029 |
| 2009-06-01 | 74.1900083703 |
| 2009-07-01 | 74.2061626070 |
| 2009-08-01 | 74.4971864100 |
| 2009-09-01 | 74.4611962953 |
| 2009-10-01 | 75.1926008685 |
| 2009-11-01 | 75.1686104375 |
| 2009-12-01 | 75.2379540027 |
| 2010-01-01 | 75.4562663027 |
| 2010-02-01 | 75.3118089319 |
| 2010-03-01 | 75.1945433378 |
| 2010-04-01 | 75.0161415891 |
| 2010-05-01 | 75.1376992717 |
| 2010-06-01 | 75.1374601179 |
| 2010-07-01 | 75.7813139764 |
| 2010-08-01 | 75.9430786387 |
| 2010-09-01 | 75.0045631784 |
| 2010-10-01 | 75.1175529306 |
| 2010-11-01 | 75.1275742435 |
| 2010-12-01 | 74.7935203575 |
| 2011-01-01 | 76.0316880591 |
| 2011-02-01 | 75.6294293882 |
| 2011-03-01 | 75.8660580976 |
| 2011-04-01 | 76.1419896621 |
| 2011-05-01 | 76.0499345849 |
| 2011-06-01 | 76.1504566534 |
| 2011-07-01 | 77.0056141525 |
| 2011-08-01 | 76.8855253527 |
| 2011-09-01 | 77.5032078619 |
| 2011-10-01 | 77.7706965107 |
| 2011-11-01 | 77.8727547990 |
| 2011-12-01 | 77.7956137420 |
| 2012-01-01 | 78.1076023303 |
| 2012-02-01 | 78.3175045972 |
| 2012-03-01 | 78.7835752457 |
| 2012-04-01 | 79.3344415727 |
| 2012-05-01 | 79.5257659207 |
| 2012-06-01 | 79.8528842663 |
| 2012-07-01 | 79.9421193432 |
| 2012-08-01 | 80.4149791012 |
| 2012-09-01 | 80.6743314428 |
| 2012-10-01 | 80.9623706763 |
| 2012-11-01 | 81.0490399184 |
| 2012-12-01 | 81.2856088658 |
| 2013-01-01 | 80.9888096316 |
| 2013-02-01 | 81.2955526055 |
| 2013-03-01 | 81.7064705177 |
| 2013-04-01 | 81.1125447984 |
| 2013-05-01 | 80.9529576663 |
| 2013-06-01 | 81.6520979535 |
| 2013-07-01 | 82.3161700746 |
| 2013-08-01 | 82.7357239875 |
| 2013-09-01 | 82.5724858712 |
| 2013-10-01 | 82.5061560933 |
| 2013-11-01 | 82.9829745473 |
| 2013-12-01 | 82.9642821870 |
| 2014-01-01 | 83.6844057597 |
| 2014-02-01 | 83.8710273817 |
| 2014-03-01 | 84.0651822076 |
| 2014-04-01 | 83.2455443727 |
| 2014-05-01 | 83.7176940215 |
| 2014-06-01 | 84.0399401405 |
| 2014-07-01 | 83.9823792087 |
| 2014-08-01 | 84.2758572373 |
| 2014-09-01 | 84.4271571123 |
| 2014-10-01 | 84.3132660643 |
| 2014-11-01 | 84.5118604103 |
| 2014-12-01 | 85.1652264499 |
| 2015-01-01 | 85.5567040218 |
| 2015-02-01 | 85.7597154447 |
| 2015-03-01 | 86.1410552835 |
| 2015-04-01 | 86.3544843377 |
| 2015-05-01 | 86.4435992877 |
| 2015-06-01 | 86.8249748555 |
| 2015-07-01 | 86.4773813732 |
| 2015-08-01 | 85.9555123710 |
| 2015-09-01 | 87.3176277540 |
| 2015-10-01 | 87.5623793762 |
| 2015-11-01 | 87.9030568022 |
| 2015-12-01 | 88.1355176282 |
| 2016-01-01 | 87.9271038983 |
| 2016-02-01 | 88.2715143024 |
| 2016-03-01 | 88.3505509310 |
| 2016-04-01 | 88.6302088232 |
| 2016-05-01 | 89.0722156347 |
| 2016-06-01 | 89.2395629804 |
| 2016-07-01 | 89.6916770069 |
| 2016-08-01 | 89.6791240213 |
| 2016-09-01 | 89.7488683509 |
| 2016-10-01 | 89.6457941115 |
| 2016-11-01 | 89.7437368365 |
| 2016-12-01 | 90.2459381207 |
| 2017-01-01 | 90.5029340146 |
| 2017-02-01 | 90.6690687715 |
| 2017-03-01 | 90.8023292322 |
| 2017-04-01 | 91.5060226970 |
| 2017-05-01 | 91.9193847137 |
| 2017-06-01 | 92.2924208723 |
| 2017-07-01 | 92.9151511027 |
| 2017-08-01 | 93.0993905850 |
| 2017-09-01 | 92.7908683410 |
| 2017-10-01 | 93.8425546745 |
| 2017-11-01 | 94.0136852332 |
| 2017-12-01 | 94.1252767837 |
| 2018-01-01 | 94.6881627051 |
| 2018-02-01 | 94.8447039727 |
| 2018-03-01 | 95.4546939165 |
| 2018-04-01 | 95.0045763957 |
| 2018-05-01 | 95.1230559159 |
| 2018-06-01 | 95.6945863283 |
| 2018-07-01 | 94.0502755420 |
| 2018-08-01 | 94.0355265505 |
| 2018-09-01 | 94.3842306652 |
| 2018-10-01 | 94.3153524776 |
| 2018-11-01 | 94.4739372769 |
| 2018-12-01 | 94.7087833755 |
| 2019-01-01 | 94.4408062496 |
| 2019-02-01 | 94.4094454033 |
| 2019-03-01 | 94.8182494429 |
| 2019-04-01 | 95.2467558260 |
| 2019-05-01 | 95.3804897135 |
| 2019-06-01 | 95.6988403309 |
| 2019-07-01 | 95.5706679318 |
| 2019-08-01 | 96.3889391918 |
| 2019-09-01 | 95.8660493438 |
| 2019-10-01 | 95.7887643292 |
| 2019-11-01 | 96.0492337462 |
| 2019-12-01 | 96.0434639203 |
| 2020-01-01 | 96.2936727718 |
| 2020-02-01 | 96.6857044817 |
| 2020-03-01 | 96.0711983606 |
| 2020-04-01 | 85.9005380637 |
| 2020-05-01 | 87.5027141393 |
| 2020-06-01 | 90.8556507870 |
| 2020-07-01 | 90.8947855614 |
| 2020-08-01 | 91.5916060165 |
| 2020-09-01 | 92.6513827674 |
| 2020-10-01 | 93.3539780053 |
| 2020-11-01 | 93.4022551778 |
| 2020-12-01 | 93.5242746122 |
| 2021-01-01 | 93.7546277152 |
| 2021-02-01 | 93.9751419869 |
| 2021-03-01 | 94.2396783014 |
| 2021-04-01 | 93.7914511659 |
| 2021-05-01 | 93.7408997988 |
| 2021-06-01 | 93.0666574638 |
| 2021-07-01 | 93.9795528997 |
| 2021-08-01 | 93.8141381212 |
| 2021-09-01 | 93.1823240993 |
| 2021-10-01 | 93.8568575388 |
| 2021-11-01 | 93.6785424291 |
| 2021-12-01 | 93.0537851897 |
| 2022-01-01 | 93.2262077349 |
| 2022-02-01 | 93.2956741001 |
| 2022-03-01 | 93.2727708319 |
| 2022-04-01 | 93.1110602003 |
| 2022-05-01 | 92.9947710103 |
| 2022-06-01 | 92.6333818556 |
| 2022-07-01 | 92.9209979880 |
| 2022-08-01 | 93.0723712671 |
| 2022-09-01 | 93.2225665799 |
| 2022-10-01 | 93.5046485527 |
| 2022-11-01 | 93.8767358092 |
| 2022-12-01 | 94.8867446887 |
| 2023-01-01 | 95.3164954942 |
| 2023-02-01 | 95.4916774980 |
| 2023-03-01 | 95.9725196425 |
| 2023-04-01 | 97.3131277425 |
| 2023-05-01 | 97.5104348463 |
| 2023-06-01 | 98.4462492851 |
| 2023-07-01 | 99.6496290440 |
| 2023-08-01 | 99.3214937150 |
| 2023-09-01 | 99.8288299032 |
| 2023-10-01 | 99.8211203492 |
| 2023-11-01 | 100.2297236945 |
| 2023-12-01 | 100.5500494584 |
| 2024-01-01 | 100.6137961309 |
| 2024-02-01 | 101.1920329129 |
| 2024-03-01 | 101.5667965131 |
| 2024-04-01 | 101.7078583780 |
| 2024-05-01 | 102.0444755200 |
| 2024-06-01 | 102.5283988778 |
| 2024-07-01 | 101.6840951262 |
| 2024-08-01 | 101.8134059948 |
| 2024-09-01 | 102.1318189597 |
| 2024-10-01 | 101.9764923042 |
| 2024-11-01 | 102.1993050475 |
| 2024-12-01 | 101.8737495715 |
| 2025-01-01 | 102.6166335414 |
| 2025-02-01 | 102.5712478322 |
| 2025-03-01 | 102.9982803828 |
| 2025-04-01 | 102.5163287809 |
| 2025-05-01 | 102.9720642919 |
| 2025-06-01 | 103.2021713296 |
| 2025-07-01 | 103.2535397905 |
| 2025-08-01 | 103.4431591499 |
| 2025-09-01 | 103.1062736453 |
| 2025-10-01 | 103.5035762301 |
| 2025-11-01 | 103.4392663532 |
| 2025-12-01 | 103.6869494515 |
| 2026-01-01 | 104.0160813090 |
| 2026-02-01 | 104.2568102859 |
| 2026-03-01 | 104.0027567186 |
| 2026-04-01 | 104.6447244335 |
| 2026-05-01 | 104.6083815233 |
| 2026-06-01 | 105.1967116044 |
| 2026-07-01 | 106.2621881254 |
| 2026-08-01 | 106.3059284999 |