Table Data - All Employees: Education and Health Services: Private Educational Services in Grand Rapids-Wyoming-Kentwood, MI (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Grand Rapids-Wyoming-Kentwood, MI (MSA) |
|---|---|
| Series ID | SMU26243406561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:17 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 | 8.9466271962 |
| 1990-02-01 | 8.9132379321 |
| 1990-03-01 | 8.9604843409 |
| 1990-04-01 | 8.8927051016 |
| 1990-05-01 | 8.5606417973 |
| 1990-06-01 | 8.7164376327 |
| 1990-07-01 | 8.8079366361 |
| 1990-08-01 | 8.9387691679 |
| 1990-09-01 | 9.0436304547 |
| 1990-10-01 | 8.9463700592 |
| 1990-11-01 | 9.0824727359 |
| 1990-12-01 | 9.2335684622 |
| 1991-01-01 | 8.8281098640 |
| 1991-02-01 | 8.8423962278 |
| 1991-03-01 | 8.6930986540 |
| 1991-04-01 | 8.6241271371 |
| 1991-05-01 | 8.6732795830 |
| 1991-06-01 | 8.5694131193 |
| 1991-07-01 | 8.5333472593 |
| 1991-08-01 | 8.4287219039 |
| 1991-09-01 | 8.4381332031 |
| 1991-10-01 | 8.5803118082 |
| 1991-11-01 | 8.5454121319 |
| 1991-12-01 | 8.6592895647 |
| 1992-01-01 | 8.8014786073 |
| 1992-02-01 | 8.8793930679 |
| 1992-03-01 | 8.9109167410 |
| 1992-04-01 | 9.0220409331 |
| 1992-05-01 | 9.0100608915 |
| 1992-06-01 | 8.6265951570 |
| 1992-07-01 | 8.8283826157 |
| 1992-08-01 | 8.8417448220 |
| 1992-09-01 | 9.1418211793 |
| 1992-10-01 | 8.7896834662 |
| 1992-11-01 | 8.6506035430 |
| 1992-12-01 | 8.6471662536 |
| 1993-01-01 | 8.6815481852 |
| 1993-02-01 | 8.6452375155 |
| 1993-03-01 | 8.8543476607 |
| 1993-04-01 | 8.7789261758 |
| 1993-05-01 | 8.7803547799 |
| 1993-06-01 | 8.8978053575 |
| 1993-07-01 | 8.9590362638 |
| 1993-08-01 | 8.8486761007 |
| 1993-09-01 | 9.0331800315 |
| 1993-10-01 | 9.3052756036 |
| 1993-11-01 | 9.2180187254 |
| 1993-12-01 | 9.1202468550 |
| 1994-01-01 | 9.1005399930 |
| 1994-02-01 | 9.0442703555 |
| 1994-03-01 | 8.8976969222 |
| 1994-04-01 | 8.9005128457 |
| 1994-05-01 | 8.8186713770 |
| 1994-06-01 | 8.9575514128 |
| 1994-07-01 | 8.9747535175 |
| 1994-08-01 | 9.0726268614 |
| 1994-09-01 | 9.3259208832 |
| 1994-10-01 | 9.0214090710 |
| 1994-11-01 | 9.0792708325 |
| 1994-12-01 | 9.2184512588 |
| 1995-01-01 | 9.2297990327 |
| 1995-02-01 | 9.2492194980 |
| 1995-03-01 | 9.2950649040 |
| 1995-04-01 | 9.3669071836 |
| 1995-05-01 | 9.4886599808 |
| 1995-06-01 | 9.4735580230 |
| 1995-07-01 | 9.5923547544 |
| 1995-08-01 | 9.6888327377 |
| 1995-09-01 | 9.6328319223 |
| 1995-10-01 | 9.6581906412 |
| 1995-11-01 | 9.5763485299 |
| 1995-12-01 | 9.5303944481 |
| 1996-01-01 | 9.5689501771 |
| 1996-02-01 | 9.7327183977 |
| 1996-03-01 | 9.7671632019 |
| 1996-04-01 | 9.7192207152 |
| 1996-05-01 | 9.7406385524 |
| 1996-06-01 | 10.0925576209 |
| 1996-07-01 | 9.7665599250 |
| 1996-08-01 | 9.6662454007 |
| 1996-09-01 | 9.6218212073 |
| 1996-10-01 | 9.6301813431 |
| 1996-11-01 | 9.7241179333 |
| 1996-12-01 | 9.8339803405 |
| 1997-01-01 | 10.3122682869 |
| 1997-02-01 | 9.8655722177 |
| 1997-03-01 | 9.8439240639 |
| 1997-04-01 | 9.9695588186 |
| 1997-05-01 | 9.7756775870 |
| 1997-06-01 | 9.7163020982 |
| 1997-07-01 | 9.7489267736 |
| 1997-08-01 | 9.9190573934 |
| 1997-09-01 | 9.3923943295 |
| 1997-10-01 | 9.9615525549 |
| 1997-11-01 | 10.1500980539 |
| 1997-12-01 | 10.0306001805 |
| 1998-01-01 | 10.4494847850 |
| 1998-02-01 | 10.0178531573 |
| 1998-03-01 | 9.9993424866 |
| 1998-04-01 | 9.9703057350 |
| 1998-05-01 | 10.0969953409 |
| 1998-06-01 | 9.9445384661 |
| 1998-07-01 | 10.2893836740 |
| 1998-08-01 | 10.1569029074 |
| 1998-09-01 | 10.3758670222 |
| 1998-10-01 | 10.4064539072 |
| 1998-11-01 | 10.2473055143 |
| 1998-12-01 | 9.8393339146 |
| 1999-01-01 | 10.3789912474 |
| 1999-02-01 | 10.4604600126 |
| 1999-03-01 | 10.4299827831 |
| 1999-04-01 | 10.4052088680 |
| 1999-05-01 | 10.5312182081 |
| 1999-06-01 | 10.5491949626 |
| 1999-07-01 | 10.2970383657 |
| 1999-08-01 | 10.2300244672 |
| 1999-09-01 | 10.4050846681 |
| 1999-10-01 | 10.4098208833 |
| 1999-11-01 | 10.4185339818 |
| 1999-12-01 | 10.7045638173 |
| 2000-01-01 | 10.4941267668 |
| 2000-02-01 | 10.5977381262 |
| 2000-03-01 | 10.8488447506 |
| 2000-04-01 | 10.7944457620 |
| 2000-05-01 | 10.9085262856 |
| 2000-06-01 | 10.9939995377 |
| 2000-07-01 | 11.2163445705 |
| 2000-08-01 | 11.4332481071 |
| 2000-09-01 | 11.2862707297 |
| 2000-10-01 | 11.2937931958 |
| 2000-11-01 | 11.3798769035 |
| 2000-12-01 | 11.4358903152 |
| 2001-01-01 | 11.5278681395 |
| 2001-02-01 | 11.1630533443 |
| 2001-03-01 | 11.5503565573 |
| 2001-04-01 | 11.6793968383 |
| 2001-05-01 | 11.6776992916 |
| 2001-06-01 | 11.9927866241 |
| 2001-07-01 | 12.4715129050 |
| 2001-08-01 | 12.2847330113 |
| 2001-09-01 | 11.8829288528 |
| 2001-10-01 | 11.9403163448 |
| 2001-11-01 | 11.9653877346 |
| 2001-12-01 | 12.1399100465 |
| 2002-01-01 | 12.4050543510 |
| 2002-02-01 | 12.3353499899 |
| 2002-03-01 | 12.3567060497 |
| 2002-04-01 | 12.6142423968 |
| 2002-05-01 | 12.6553105730 |
| 2002-06-01 | 13.6281531436 |
| 2002-07-01 | 12.8478704320 |
| 2002-08-01 | 12.9132298275 |
| 2002-09-01 | 12.7217077490 |
| 2002-10-01 | 12.5816118998 |
| 2002-11-01 | 12.6608335195 |
| 2002-12-01 | 12.3049111273 |
| 2003-01-01 | 12.1734028625 |
| 2003-02-01 | 13.5014361552 |
| 2003-03-01 | 12.9052662958 |
| 2003-04-01 | 12.9693697283 |
| 2003-05-01 | 13.7210166410 |
| 2003-06-01 | 13.0803093421 |
| 2003-07-01 | 12.7874928894 |
| 2003-08-01 | 12.7992199987 |
| 2003-09-01 | 12.6681570393 |
| 2003-10-01 | 13.5391800940 |
| 2003-11-01 | 13.8514119941 |
| 2003-12-01 | 14.1001832029 |
| 2004-01-01 | 14.3961865616 |
| 2004-02-01 | 14.4428833387 |
| 2004-03-01 | 14.0537930804 |
| 2004-04-01 | 13.8260089564 |
| 2004-05-01 | 13.9412616314 |
| 2004-06-01 | 14.2930978288 |
| 2004-07-01 | 14.2829447757 |
| 2004-08-01 | 14.3863119248 |
| 2004-09-01 | 14.5800284601 |
| 2004-10-01 | 14.7721046342 |
| 2004-11-01 | 15.0932566368 |
| 2004-12-01 | 14.8834745556 |
| 2005-01-01 | 13.9707121017 |
| 2005-02-01 | 14.3383881206 |
| 2005-03-01 | 14.2852854772 |
| 2005-04-01 | 14.4350099837 |
| 2005-05-01 | 14.5701499296 |
| 2005-06-01 | 13.2598186070 |
| 2005-07-01 | 13.5544311184 |
| 2005-08-01 | 13.6654622871 |
| 2005-09-01 | 13.7770015947 |
| 2005-10-01 | 13.6684612764 |
| 2005-11-01 | 13.5876892870 |
| 2005-12-01 | 13.5768919900 |
| 2006-01-01 | 13.6111516389 |
| 2006-02-01 | 13.5439422573 |
| 2006-03-01 | 14.1676339115 |
| 2006-04-01 | 14.0320479571 |
| 2006-05-01 | 14.3220610302 |
| 2006-06-01 | 13.0965167608 |
| 2006-07-01 | 12.8557389948 |
| 2006-08-01 | 13.4746261150 |
| 2006-09-01 | 13.8905321398 |
| 2006-10-01 | 13.7799136053 |
| 2006-11-01 | 13.9012726756 |
| 2006-12-01 | 13.9212934197 |
| 2007-01-01 | 14.3077556453 |
| 2007-02-01 | 14.4088432562 |
| 2007-03-01 | 14.3841707723 |
| 2007-04-01 | 14.3117477179 |
| 2007-05-01 | 14.3487907309 |
| 2007-06-01 | 14.1549693679 |
| 2007-07-01 | 14.2501137380 |
| 2007-08-01 | 14.5272830212 |
| 2007-09-01 | 14.4099696501 |
| 2007-10-01 | 14.3855173409 |
| 2007-11-01 | 14.1967420580 |
| 2007-12-01 | 14.4180889905 |
| 2008-01-01 | 14.3572804682 |
| 2008-02-01 | 14.4754703313 |
| 2008-03-01 | 14.4364783513 |
| 2008-04-01 | 14.6717142015 |
| 2008-05-01 | 14.9542199040 |
| 2008-06-01 | 15.1242400820 |
| 2008-07-01 | 15.1126113462 |
| 2008-08-01 | 14.8658232682 |
| 2008-09-01 | 14.6409092530 |
| 2008-10-01 | 14.8872587542 |
| 2008-11-01 | 15.1681397543 |
| 2008-12-01 | 15.1044625304 |
| 2009-01-01 | 15.0124029398 |
| 2009-02-01 | 15.2017430330 |
| 2009-03-01 | 15.1997070307 |
| 2009-04-01 | 15.4456930507 |
| 2009-05-01 | 15.5786375101 |
| 2009-06-01 | 15.4319978276 |
| 2009-07-01 | 15.2925070993 |
| 2009-08-01 | 15.3846939034 |
| 2009-09-01 | 15.1867597781 |
| 2009-10-01 | 15.3228725931 |
| 2009-11-01 | 15.2466261197 |
| 2009-12-01 | 15.2460073717 |
| 2010-01-01 | 15.2425706136 |
| 2010-02-01 | 15.0044562887 |
| 2010-03-01 | 14.8993705038 |
| 2010-04-01 | 14.3731762081 |
| 2010-05-01 | 14.5439468503 |
| 2010-06-01 | 14.8169664534 |
| 2010-07-01 | 15.1497916861 |
| 2010-08-01 | 15.1387511685 |
| 2010-09-01 | 14.6340048695 |
| 2010-10-01 | 14.4026620505 |
| 2010-11-01 | 14.3063642396 |
| 2010-12-01 | 14.1530143416 |
| 2011-01-01 | 14.6818673376 |
| 2011-02-01 | 14.2140921696 |
| 2011-03-01 | 14.1632019572 |
| 2011-04-01 | 14.0339585036 |
| 2011-05-01 | 13.9300213778 |
| 2011-06-01 | 13.9380234989 |
| 2011-07-01 | 14.1635737619 |
| 2011-08-01 | 14.1161042588 |
| 2011-09-01 | 14.1635057452 |
| 2011-10-01 | 14.1551095557 |
| 2011-11-01 | 14.0502228123 |
| 2011-12-01 | 13.9712576922 |
| 2012-01-01 | 14.0421634135 |
| 2012-02-01 | 14.1056270387 |
| 2012-03-01 | 14.2954022445 |
| 2012-04-01 | 14.4356900881 |
| 2012-05-01 | 14.5170424466 |
| 2012-06-01 | 14.4682301902 |
| 2012-07-01 | 14.4986298206 |
| 2012-08-01 | 14.5298080503 |
| 2012-09-01 | 14.4199072634 |
| 2012-10-01 | 14.6356064793 |
| 2012-11-01 | 14.6589820538 |
| 2012-12-01 | 14.4942717081 |
| 2013-01-01 | 14.3307187567 |
| 2013-02-01 | 14.1870724163 |
| 2013-03-01 | 14.2608978629 |
| 2013-04-01 | 13.4606220209 |
| 2013-05-01 | 13.2533162035 |
| 2013-06-01 | 13.6437540097 |
| 2013-07-01 | 14.0038920872 |
| 2013-08-01 | 14.2720531646 |
| 2013-09-01 | 13.9600698888 |
| 2013-10-01 | 13.9217214355 |
| 2013-11-01 | 14.0152167487 |
| 2013-12-01 | 14.0489332915 |
| 2014-01-01 | 14.2136942402 |
| 2014-02-01 | 14.2880866760 |
| 2014-03-01 | 14.3308336020 |
| 2014-04-01 | 14.1853685900 |
| 2014-05-01 | 14.1183114780 |
| 2014-06-01 | 14.4351523496 |
| 2014-07-01 | 14.2281037363 |
| 2014-08-01 | 14.3468690695 |
| 2014-09-01 | 14.5312391159 |
| 2014-10-01 | 14.4593072604 |
| 2014-11-01 | 14.4123989696 |
| 2014-12-01 | 14.7744134236 |
| 2015-01-01 | 14.7118748263 |
| 2015-02-01 | 14.7974429653 |
| 2015-03-01 | 14.9202650799 |
| 2015-04-01 | 15.1536576886 |
| 2015-05-01 | 15.0019347292 |
| 2015-06-01 | 15.2395420963 |
| 2015-07-01 | 14.6338712020 |
| 2015-08-01 | 13.9620476133 |
| 2015-09-01 | 14.7604207166 |
| 2015-10-01 | 14.7883849290 |
| 2015-11-01 | 14.8619446769 |
| 2015-12-01 | 14.8053109409 |
| 2016-01-01 | 14.6836609746 |
| 2016-02-01 | 14.6273378326 |
| 2016-03-01 | 14.5687190959 |
| 2016-04-01 | 14.2328420929 |
| 2016-05-01 | 14.4184012774 |
| 2016-06-01 | 14.4885564972 |
| 2016-07-01 | 14.7861626530 |
| 2016-08-01 | 14.4951910697 |
| 2016-09-01 | 14.2792782355 |
| 2016-10-01 | 13.9216598505 |
| 2016-11-01 | 14.0379672189 |
| 2016-12-01 | 13.9736513606 |
| 2017-01-01 | 14.0686136187 |
| 2017-02-01 | 14.0909131178 |
| 2017-03-01 | 14.1522961429 |
| 2017-04-01 | 14.4135493611 |
| 2017-05-01 | 14.5347973858 |
| 2017-06-01 | 14.5739324668 |
| 2017-07-01 | 14.5982122750 |
| 2017-08-01 | 14.4722668873 |
| 2017-09-01 | 14.3049694218 |
| 2017-10-01 | 14.4445813869 |
| 2017-11-01 | 14.4770836649 |
| 2017-12-01 | 14.5597388606 |
| 2018-01-01 | 14.8439495963 |
| 2018-02-01 | 14.8485451425 |
| 2018-03-01 | 15.1840767875 |
| 2018-04-01 | 14.7463171923 |
| 2018-05-01 | 14.6512157261 |
| 2018-06-01 | 14.6428822833 |
| 2018-07-01 | 14.2934564173 |
| 2018-08-01 | 14.1880696700 |
| 2018-09-01 | 14.6483818724 |
| 2018-10-01 | 14.3421130054 |
| 2018-11-01 | 14.3211564270 |
| 2018-12-01 | 14.4490490692 |
| 2019-01-01 | 13.9660897696 |
| 2019-02-01 | 13.9116132581 |
| 2019-03-01 | 14.2251887532 |
| 2019-04-01 | 14.2814351170 |
| 2019-05-01 | 14.3064186957 |
| 2019-06-01 | 14.2494083501 |
| 2019-07-01 | 14.1491809527 |
| 2019-08-01 | 14.2871382713 |
| 2019-09-01 | 14.1356535408 |
| 2019-10-01 | 14.2406208794 |
| 2019-11-01 | 14.2596974812 |
| 2019-12-01 | 14.1842091235 |
| 2020-01-01 | 14.2521447724 |
| 2020-02-01 | 14.2794953669 |
| 2020-03-01 | 13.9484873572 |
| 2020-04-01 | 12.4861008286 |
| 2020-05-01 | 12.6356335121 |
| 2020-06-01 | 12.6551190218 |
| 2020-07-01 | 13.0137584525 |
| 2020-08-01 | 13.1476150195 |
| 2020-09-01 | 13.2909194127 |
| 2020-10-01 | 13.3465571429 |
| 2020-11-01 | 13.3207274061 |
| 2020-12-01 | 12.8785594771 |
| 2021-01-01 | 13.2588319583 |
| 2021-02-01 | 13.3643661524 |
| 2021-03-01 | 13.5050828794 |
| 2021-04-01 | 13.5346290777 |
| 2021-05-01 | 13.5771743759 |
| 2021-06-01 | 13.4082408661 |
| 2021-07-01 | 13.5855647861 |
| 2021-08-01 | 13.5845239681 |
| 2021-09-01 | 13.5023766746 |
| 2021-10-01 | 13.7535726312 |
| 2021-11-01 | 13.8459432254 |
| 2021-12-01 | 13.3993887439 |
| 2022-01-01 | 14.0501061033 |
| 2022-02-01 | 14.0605063862 |
| 2022-03-01 | 14.0008417012 |
| 2022-04-01 | 14.2846977821 |
| 2022-05-01 | 14.2104067226 |
| 2022-06-01 | 14.3886712861 |
| 2022-07-01 | 14.5435897630 |
| 2022-08-01 | 14.6021541526 |
| 2022-09-01 | 14.7718530275 |
| 2022-10-01 | 14.7933239930 |
| 2022-11-01 | 14.8906838954 |
| 2022-12-01 | 15.3368489946 |
| 2023-01-01 | 15.1785767098 |
| 2023-02-01 | 15.1716673580 |
| 2023-03-01 | 15.3946975567 |
| 2023-04-01 | 15.3415285335 |
| 2023-05-01 | 15.3870303255 |
| 2023-06-01 | 15.7451411793 |
| 2023-07-01 | 15.6686620969 |
| 2023-08-01 | 15.3941677713 |
| 2023-09-01 | 15.8692848658 |
| 2023-10-01 | 15.9425774344 |
| 2023-11-01 | 16.0291247785 |
| 2023-12-01 | 16.1262749465 |
| 2024-01-01 | 16.1926588102 |
| 2024-02-01 | 16.5218421616 |
| 2024-03-01 | 16.6130784069 |
| 2024-04-01 | 16.8156512476 |
| 2024-05-01 | 16.9476738508 |
| 2024-06-01 | 17.0164447177 |
| 2024-07-01 | 16.8149386324 |
| 2024-08-01 | 16.8207348035 |
| 2024-09-01 | 16.8624824361 |
| 2024-10-01 | 16.7835064225 |
| 2024-11-01 | 16.8570143559 |
| 2024-12-01 | 17.0134198368 |
| 2025-01-01 | 16.9900929912 |
| 2025-02-01 | 16.9114472685 |
| 2025-03-01 | 17.0488002399 |
| 2025-04-01 | 16.9515746403 |
| 2025-05-01 | 17.0542949811 |
| 2025-06-01 | 17.1034541030 |
| 2025-07-01 | 17.0261523208 |
| 2025-08-01 | 17.1767057092 |
| 2025-09-01 | 17.0665128146 |
| 2025-10-01 | 17.0904299179 |
| 2025-11-01 | 17.0678109049 |
| 2025-12-01 | 17.0520539765 |
| 2026-01-01 | 17.1757235045 |
| 2026-02-01 | 17.1813334882 |
| 2026-03-01 | 17.1439268191 |
| 2026-04-01 | 17.1574776203 |
| 2026-05-01 | 16.9850145827 |
| 2026-06-01 | 17.2314270597 |
| 2026-07-01 | 17.6638995908 |
| 2026-08-01 | 17.5730664745 |
| 2026-09-01 | 17.5583365323 |