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 2026-08-01 |
| Last Updated | 2026-09-18 11:17 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 | 8.9132379323 |
| 1990-03-01 | 8.9604843414 |
| 1990-04-01 | 8.8927051023 |
| 1990-05-01 | 8.5606417982 |
| 1990-06-01 | 8.7164376341 |
| 1990-07-01 | 8.8079366364 |
| 1990-08-01 | 8.9387691677 |
| 1990-09-01 | 9.0436304533 |
| 1990-10-01 | 8.9463700585 |
| 1990-11-01 | 9.0824727350 |
| 1990-12-01 | 9.2335684610 |
| 1991-01-01 | 8.8281098637 |
| 1991-02-01 | 8.8423962279 |
| 1991-03-01 | 8.6930986547 |
| 1991-04-01 | 8.6241271382 |
| 1991-05-01 | 8.6732795844 |
| 1991-06-01 | 8.5694131213 |
| 1991-07-01 | 8.5333472600 |
| 1991-08-01 | 8.4287219026 |
| 1991-09-01 | 8.4381332016 |
| 1991-10-01 | 8.5803118073 |
| 1991-11-01 | 8.5454121304 |
| 1991-12-01 | 8.6592895633 |
| 1992-01-01 | 8.8014786064 |
| 1992-02-01 | 8.8793930672 |
| 1992-03-01 | 8.9109167411 |
| 1992-04-01 | 9.0220409340 |
| 1992-05-01 | 9.0100609005 |
| 1992-06-01 | 8.6265951594 |
| 1992-07-01 | 8.8283826169 |
| 1992-08-01 | 8.8417448200 |
| 1992-09-01 | 9.1418211711 |
| 1992-10-01 | 8.7896834651 |
| 1992-11-01 | 8.6506035408 |
| 1992-12-01 | 8.6471662519 |
| 1993-01-01 | 8.6815481834 |
| 1993-02-01 | 8.6452375141 |
| 1993-03-01 | 8.8543476611 |
| 1993-04-01 | 8.7789261781 |
| 1993-05-01 | 8.7803547985 |
| 1993-06-01 | 8.8978053615 |
| 1993-07-01 | 8.9590362660 |
| 1993-08-01 | 8.8486760949 |
| 1993-09-01 | 9.0331800153 |
| 1993-10-01 | 9.3052756002 |
| 1993-11-01 | 9.2180187212 |
| 1993-12-01 | 9.1202468527 |
| 1994-01-01 | 9.1005399906 |
| 1994-02-01 | 9.0442703537 |
| 1994-03-01 | 8.8976969223 |
| 1994-04-01 | 8.9005128475 |
| 1994-05-01 | 8.8186714021 |
| 1994-06-01 | 8.9575514449 |
| 1994-07-01 | 8.9747535163 |
| 1994-08-01 | 9.0726268497 |
| 1994-09-01 | 9.3259208527 |
| 1994-10-01 | 9.0214090594 |
| 1994-11-01 | 9.0792708194 |
| 1994-12-01 | 9.2184512471 |
| 1995-01-01 | 9.2297990487 |
| 1995-02-01 | 9.2492194895 |
| 1995-03-01 | 9.2950649027 |
| 1995-04-01 | 9.3669071904 |
| 1995-05-01 | 9.4886600087 |
| 1995-06-01 | 9.4735581054 |
| 1995-07-01 | 9.5923547791 |
| 1995-08-01 | 9.6888327537 |
| 1995-09-01 | 9.6328317770 |
| 1995-10-01 | 9.6581906321 |
| 1995-11-01 | 9.5763485027 |
| 1995-12-01 | 9.5303944144 |
| 1996-01-01 | 9.5689501581 |
| 1996-02-01 | 9.7327184008 |
| 1996-03-01 | 9.7671632581 |
| 1996-04-01 | 9.7192208210 |
| 1996-05-01 | 9.7406386848 |
| 1996-06-01 | 10.0925577828 |
| 1996-07-01 | 9.7665599828 |
| 1996-08-01 | 9.6662453252 |
| 1996-09-01 | 9.6218207178 |
| 1996-10-01 | 9.6301811097 |
| 1996-11-01 | 9.7241177815 |
| 1996-12-01 | 9.8339801029 |
| 1997-01-01 | 10.3122685076 |
| 1997-02-01 | 9.8655726231 |
| 1997-03-01 | 9.8439245785 |
| 1997-04-01 | 9.9695593137 |
| 1997-05-01 | 9.7756779054 |
| 1997-06-01 | 9.7163021221 |
| 1997-07-01 | 9.7489265826 |
| 1997-08-01 | 9.9190567917 |
| 1997-09-01 | 9.3923930649 |
| 1997-10-01 | 9.9615517043 |
| 1997-11-01 | 10.1500976475 |
| 1997-12-01 | 10.0305995256 |
| 1998-01-01 | 10.4494856208 |
| 1998-02-01 | 10.0178545782 |
| 1998-03-01 | 9.9993441409 |
| 1998-04-01 | 9.9703071746 |
| 1998-05-01 | 10.0969962827 |
| 1998-06-01 | 9.9445386335 |
| 1998-07-01 | 10.2893834103 |
| 1998-08-01 | 10.1568999214 |
| 1998-09-01 | 10.3758641216 |
| 1998-10-01 | 10.4064512800 |
| 1998-11-01 | 10.2473032288 |
| 1998-12-01 | 9.8393305433 |
| 1999-01-01 | 10.3789896748 |
| 1999-02-01 | 10.4604778404 |
| 1999-03-01 | 10.4299829192 |
| 1999-04-01 | 10.4052095632 |
| 1999-05-01 | 10.5312192074 |
| 1999-06-01 | 10.5491955906 |
| 1999-07-01 | 10.2970365280 |
| 1999-08-01 | 10.2300158750 |
| 1999-09-01 | 10.4050806342 |
| 1999-10-01 | 10.4098166198 |
| 1999-11-01 | 10.4185300580 |
| 1999-12-01 | 10.7045582489 |
| 2000-01-01 | 10.4941232809 |
| 2000-02-01 | 10.5977732080 |
| 2000-03-01 | 10.8488426334 |
| 2000-04-01 | 10.7944437101 |
| 2000-05-01 | 10.9085243012 |
| 2000-06-01 | 10.9940139941 |
| 2000-07-01 | 11.2163377911 |
| 2000-08-01 | 11.4332295894 |
| 2000-09-01 | 11.2862629329 |
| 2000-10-01 | 11.2937846620 |
| 2000-11-01 | 11.3798670053 |
| 2000-12-01 | 11.4358777582 |
| 2001-01-01 | 11.5278669383 |
| 2001-02-01 | 11.1631254667 |
| 2001-03-01 | 11.5503456168 |
| 2001-04-01 | 11.6793868703 |
| 2001-05-01 | 11.6776958472 |
| 2001-06-01 | 11.9928142856 |
| 2001-07-01 | 12.4714966750 |
| 2001-08-01 | 12.2847029907 |
| 2001-09-01 | 11.8829174599 |
| 2001-10-01 | 11.9403037457 |
| 2001-11-01 | 11.9653745156 |
| 2001-12-01 | 12.1398963984 |
| 2002-01-01 | 12.4050658745 |
| 2002-02-01 | 12.3354355286 |
| 2002-03-01 | 12.3566948931 |
| 2002-04-01 | 12.6142297170 |
| 2002-05-01 | 12.6553069556 |
| 2002-06-01 | 13.6281956007 |
| 2002-07-01 | 12.8478449137 |
| 2002-08-01 | 12.9131916762 |
| 2002-09-01 | 12.7216878395 |
| 2002-10-01 | 12.5815915923 |
| 2002-11-01 | 12.6608166671 |
| 2002-12-01 | 12.3048937638 |
| 2003-01-01 | 12.1734265012 |
| 2003-02-01 | 13.5015348024 |
| 2003-03-01 | 12.9052599834 |
| 2003-04-01 | 12.9693694903 |
| 2003-05-01 | 13.7210414758 |
| 2003-06-01 | 13.0803070134 |
| 2003-07-01 | 12.7874530503 |
| 2003-08-01 | 12.7991763560 |
| 2003-09-01 | 12.6681338205 |
| 2003-10-01 | 13.5391573701 |
| 2003-11-01 | 13.8514020490 |
| 2003-12-01 | 14.1001746589 |
| 2004-01-01 | 14.3962196121 |
| 2004-02-01 | 14.4429521169 |
| 2004-03-01 | 14.0538045038 |
| 2004-04-01 | 13.8260353554 |
| 2004-05-01 | 13.9413152590 |
| 2004-06-01 | 14.2930415418 |
| 2004-07-01 | 14.2828853506 |
| 2004-08-01 | 14.3862633598 |
| 2004-09-01 | 14.5800010240 |
| 2004-10-01 | 14.7720807194 |
| 2004-11-01 | 15.0932548822 |
| 2004-12-01 | 14.8834731712 |
| 2005-01-01 | 13.9707411469 |
| 2005-02-01 | 14.3384348417 |
| 2005-03-01 | 14.2853056820 |
| 2005-04-01 | 14.4350580811 |
| 2005-05-01 | 14.5702330793 |
| 2005-06-01 | 13.2597181226 |
| 2005-07-01 | 13.5543640584 |
| 2005-08-01 | 13.6654195288 |
| 2005-09-01 | 13.7769828909 |
| 2005-10-01 | 13.6684477685 |
| 2005-11-01 | 13.5876958359 |
| 2005-12-01 | 13.5769027428 |
| 2006-01-01 | 13.6111748634 |
| 2006-02-01 | 13.5439659126 |
| 2006-03-01 | 14.1676531869 |
| 2006-04-01 | 14.0320899188 |
| 2006-05-01 | 14.3221230805 |
| 2006-06-01 | 13.0964221971 |
| 2006-07-01 | 12.8556910333 |
| 2006-08-01 | 13.4745992546 |
| 2006-09-01 | 13.8905219012 |
| 2006-10-01 | 13.7799060058 |
| 2006-11-01 | 13.9012795392 |
| 2006-12-01 | 13.9213047249 |
| 2007-01-01 | 14.3077739490 |
| 2007-02-01 | 14.4088616865 |
| 2007-03-01 | 14.3841834522 |
| 2007-04-01 | 14.3117728798 |
| 2007-05-01 | 14.3488265354 |
| 2007-06-01 | 14.1548932531 |
| 2007-07-01 | 14.2500847960 |
| 2007-08-01 | 14.5272683848 |
| 2007-09-01 | 14.4099646524 |
| 2007-10-01 | 14.3855162466 |
| 2007-11-01 | 14.1967480148 |
| 2007-12-01 | 14.4180993423 |
| 2008-01-01 | 14.3572918660 |
| 2008-02-01 | 14.4754820268 |
| 2008-03-01 | 14.4364847466 |
| 2008-04-01 | 14.6717235594 |
| 2008-05-01 | 14.9542312045 |
| 2008-06-01 | 15.1241881814 |
| 2008-07-01 | 15.1126064276 |
| 2008-08-01 | 14.8658217723 |
| 2008-09-01 | 14.6409073455 |
| 2008-10-01 | 14.8872603873 |
| 2008-11-01 | 15.1681442907 |
| 2008-12-01 | 15.1044680401 |
| 2009-01-01 | 15.0124079689 |
| 2009-02-01 | 15.2017474597 |
| 2009-03-01 | 15.1997105334 |
| 2009-04-01 | 15.4456957486 |
| 2009-05-01 | 15.5786419525 |
| 2009-06-01 | 15.4319703546 |
| 2009-07-01 | 15.2925072220 |
| 2009-08-01 | 15.3846942520 |
| 2009-09-01 | 15.1867583002 |
| 2009-10-01 | 15.3228751438 |
| 2009-11-01 | 15.2466294046 |
| 2009-12-01 | 15.2460102585 |
| 2010-01-01 | 15.2425727597 |
| 2010-02-01 | 15.0044575589 |
| 2010-03-01 | 14.8993712316 |
| 2010-04-01 | 14.3731771883 |
| 2010-05-01 | 14.5439481416 |
| 2010-06-01 | 14.8169535005 |
| 2010-07-01 | 15.1497924110 |
| 2010-08-01 | 15.1387519663 |
| 2010-09-01 | 14.6340047668 |
| 2010-10-01 | 14.4026635739 |
| 2010-11-01 | 14.3063658415 |
| 2010-12-01 | 14.1530154276 |
| 2011-01-01 | 14.6818682040 |
| 2011-02-01 | 14.2140923316 |
| 2011-03-01 | 14.1632019444 |
| 2011-04-01 | 14.0339583183 |
| 2011-05-01 | 13.9300206377 |
| 2011-06-01 | 13.9380224262 |
| 2011-07-01 | 14.1635730464 |
| 2011-08-01 | 14.1161034103 |
| 2011-09-01 | 14.1635057758 |
| 2011-10-01 | 14.1551099197 |
| 2011-11-01 | 14.0502233044 |
| 2011-12-01 | 13.9712581105 |
| 2012-01-01 | 14.0421639390 |
| 2012-02-01 | 14.1056272001 |
| 2012-03-01 | 14.2954027339 |
| 2012-04-01 | 14.4356903356 |
| 2012-05-01 | 14.5170416065 |
| 2012-06-01 | 14.4682297405 |
| 2012-07-01 | 14.4986296323 |
| 2012-08-01 | 14.5298071260 |
| 2012-09-01 | 14.4199072108 |
| 2012-10-01 | 14.6356065686 |
| 2012-11-01 | 14.6589822283 |
| 2012-12-01 | 14.4942718925 |
| 2013-01-01 | 14.3307190893 |
| 2013-02-01 | 14.1870726134 |
| 2013-03-01 | 14.2608986839 |
| 2013-04-01 | 13.4606222561 |
| 2013-05-01 | 13.2533162587 |
| 2013-06-01 | 13.6437533456 |
| 2013-07-01 | 14.0038919920 |
| 2013-08-01 | 14.2720513863 |
| 2013-09-01 | 13.9600696613 |
| 2013-10-01 | 13.9217212633 |
| 2013-11-01 | 14.0152167266 |
| 2013-12-01 | 14.0489334570 |
| 2014-01-01 | 14.2136947913 |
| 2014-02-01 | 14.2880875706 |
| 2014-03-01 | 14.3308350714 |
| 2014-04-01 | 14.1853684050 |
| 2014-05-01 | 14.1183126964 |
| 2014-06-01 | 14.4351526293 |
| 2014-07-01 | 14.2281002087 |
| 2014-08-01 | 14.3468677920 |
| 2014-09-01 | 14.5312391296 |
| 2014-10-01 | 14.4593051253 |
| 2014-11-01 | 14.4123987471 |
| 2014-12-01 | 14.7744137493 |
| 2015-01-01 | 14.7118761618 |
| 2015-02-01 | 14.7974452196 |
| 2015-03-01 | 14.9202680334 |
| 2015-04-01 | 15.1536576028 |
| 2015-05-01 | 15.0019373979 |
| 2015-06-01 | 15.2395431273 |
| 2015-07-01 | 14.6338633557 |
| 2015-08-01 | 13.9620460202 |
| 2015-09-01 | 14.7604196595 |
| 2015-10-01 | 14.7883794009 |
| 2015-11-01 | 14.8619438008 |
| 2015-12-01 | 14.8053116409 |
| 2016-01-01 | 14.6836632315 |
| 2016-02-01 | 14.6273404956 |
| 2016-03-01 | 14.5687400547 |
| 2016-04-01 | 14.2328380124 |
| 2016-05-01 | 14.4183996736 |
| 2016-06-01 | 14.4885529313 |
| 2016-07-01 | 14.7861448576 |
| 2016-08-01 | 14.4951919147 |
| 2016-09-01 | 14.2792753368 |
| 2016-10-01 | 13.9216506967 |
| 2016-11-01 | 14.0379668058 |
| 2016-12-01 | 13.9736476476 |
| 2017-01-01 | 14.0686266271 |
| 2017-02-01 | 14.0909294827 |
| 2017-03-01 | 14.1523331921 |
| 2017-04-01 | 14.4135392023 |
| 2017-05-01 | 14.5347837036 |
| 2017-06-01 | 14.5739151598 |
| 2017-07-01 | 14.5981858477 |
| 2017-08-01 | 14.4722641377 |
| 2017-09-01 | 14.3049610535 |
| 2017-10-01 | 14.4445697655 |
| 2017-11-01 | 14.4770837380 |
| 2017-12-01 | 14.5597329284 |
| 2018-01-01 | 14.8439821182 |
| 2018-02-01 | 14.8485920783 |
| 2018-03-01 | 15.1841617283 |
| 2018-04-01 | 14.7462753797 |
| 2018-05-01 | 14.6511801368 |
| 2018-06-01 | 14.6428048117 |
| 2018-07-01 | 14.2934381239 |
| 2018-08-01 | 14.1880837037 |
| 2018-09-01 | 14.6483882916 |
| 2018-10-01 | 14.3421138697 |
| 2018-11-01 | 14.3211614314 |
| 2018-12-01 | 14.4490176630 |
| 2019-01-01 | 13.9661264961 |
| 2019-02-01 | 13.9116714176 |
| 2019-03-01 | 14.2252657614 |
| 2019-04-01 | 14.2813718247 |
| 2019-05-01 | 14.3063898097 |
| 2019-06-01 | 14.2492500228 |
| 2019-07-01 | 14.1492335308 |
| 2019-08-01 | 14.2872194367 |
| 2019-09-01 | 14.1357153240 |
| 2019-10-01 | 14.2406527143 |
| 2019-11-01 | 14.2596981047 |
| 2019-12-01 | 14.1840836202 |
| 2020-01-01 | 14.2521225761 |
| 2020-02-01 | 14.2794954636 |
| 2020-03-01 | 13.9485296815 |
| 2020-04-01 | 12.4860216133 |
| 2020-05-01 | 12.6356373828 |
| 2020-06-01 | 12.6549619211 |
| 2020-07-01 | 13.0139502472 |
| 2020-08-01 | 13.1478340407 |
| 2020-09-01 | 13.2911188213 |
| 2020-10-01 | 13.3467116207 |
| 2020-11-01 | 13.3208297413 |
| 2020-12-01 | 12.8778695334 |
| 2021-01-01 | 13.2588069384 |
| 2021-02-01 | 13.3642911130 |
| 2021-03-01 | 13.5049790649 |
| 2021-04-01 | 13.5344585847 |
| 2021-05-01 | 13.5770888168 |
| 2021-06-01 | 13.4085873025 |
| 2021-07-01 | 13.5856702863 |
| 2021-08-01 | 13.5856781580 |
| 2021-09-01 | 13.5024788044 |
| 2021-10-01 | 13.7536313491 |
| 2021-11-01 | 13.8459515828 |
| 2021-12-01 | 13.3979399845 |
| 2022-01-01 | 14.0499861703 |
| 2022-02-01 | 14.0603591484 |
| 2022-03-01 | 14.0006987440 |
| 2022-04-01 | 14.2845544634 |
| 2022-05-01 | 14.2103236343 |
| 2022-06-01 | 14.3904450997 |
| 2022-07-01 | 14.5434613204 |
| 2022-08-01 | 14.6040875428 |
| 2022-09-01 | 14.7714403737 |
| 2022-10-01 | 14.7928309698 |
| 2022-11-01 | 14.8902005160 |
| 2022-12-01 | 15.3342388460 |
| 2023-01-01 | 15.1784779185 |
| 2023-02-01 | 15.1718018600 |
| 2023-03-01 | 15.3950416720 |
| 2023-04-01 | 15.3419881249 |
| 2023-05-01 | 15.3873098840 |
| 2023-06-01 | 15.7484567582 |
| 2023-07-01 | 15.6675238449 |
| 2023-08-01 | 15.3986596917 |
| 2023-09-01 | 15.8668128529 |
| 2023-10-01 | 15.9400040707 |
| 2023-11-01 | 16.0268809991 |
| 2023-12-01 | 16.1230409025 |
| 2024-01-01 | 16.1921381669 |
| 2024-02-01 | 16.5224476719 |
| 2024-03-01 | 16.6149197647 |
| 2024-04-01 | 16.8191840069 |
| 2024-05-01 | 16.9495044032 |
| 2024-06-01 | 17.0262499233 |
| 2024-07-01 | 16.8030362708 |
| 2024-08-01 | 16.8362364124 |
| 2024-09-01 | 16.8505747688 |
| 2024-10-01 | 16.7764154986 |
| 2024-11-01 | 16.8530546547 |
| 2024-12-01 | 17.0107985861 |
| 2025-01-01 | 16.9904278698 |
| 2025-02-01 | 16.9136681506 |
| 2025-03-01 | 17.0530574406 |
| 2025-04-01 | 16.9585223301 |
| 2025-05-01 | 17.0576538629 |
| 2025-06-01 | 17.1171903697 |
| 2025-07-01 | 17.0014232750 |
| 2025-08-01 | 17.1994584692 |
| 2025-09-01 | 17.0530961885 |
| 2025-10-01 | 17.0779492533 |
| 2025-11-01 | 17.0622870415 |
| 2025-12-01 | 17.0503815951 |
| 2026-01-01 | 17.1767592273 |
| 2026-02-01 | 17.1845198253 |
| 2026-03-01 | 17.1497121013 |
| 2026-04-01 | 17.1675034041 |
| 2026-05-01 | 16.9891954129 |
| 2026-06-01 | 17.2508497093 |
| 2026-07-01 | 17.6218474536 |
| 2026-08-01 | 17.6016835276 |