Table Data - All Employees: Education and Health Services: Private Educational Services in Flint, MI (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Flint, MI (MSA) |
|---|---|
| Series ID | SMU26224206561000001SA |
| 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 11:19 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 | 1.4798586006 |
| 1990-02-01 | 1.6428294694 |
| 1990-03-01 | 1.6946887001 |
| 1990-04-01 | 1.7938186017 |
| 1990-05-01 | 1.8042010316 |
| 1990-06-01 | 1.8439209812 |
| 1990-07-01 | 1.8746426233 |
| 1990-08-01 | 1.9983699144 |
| 1990-09-01 | 1.9503028016 |
| 1990-10-01 | 1.9440325808 |
| 1990-11-01 | 2.0101480528 |
| 1990-12-01 | 2.2595258263 |
| 1991-01-01 | 2.3838383662 |
| 1991-02-01 | 2.4503429464 |
| 1991-03-01 | 2.4975500127 |
| 1991-04-01 | 2.0841588545 |
| 1991-05-01 | 2.0931407167 |
| 1991-06-01 | 2.1442697086 |
| 1991-07-01 | 2.2767329449 |
| 1991-08-01 | 2.4080913083 |
| 1991-09-01 | 2.3646180845 |
| 1991-10-01 | 2.2339100904 |
| 1991-11-01 | 2.1998845471 |
| 1991-12-01 | 2.1565716988 |
| 1992-01-01 | 2.1842632543 |
| 1992-02-01 | 2.1634688699 |
| 1992-03-01 | 2.2036222777 |
| 1992-04-01 | 2.1703579117 |
| 1992-05-01 | 2.2753317167 |
| 1992-06-01 | 2.4497744091 |
| 1992-07-01 | 2.3824170073 |
| 1992-08-01 | 2.3262309264 |
| 1992-09-01 | 2.3920621286 |
| 1992-10-01 | 2.4134857349 |
| 1992-11-01 | 2.3786159289 |
| 1992-12-01 | 2.4471921067 |
| 1993-01-01 | 1.9857580495 |
| 1993-02-01 | 1.9702884798 |
| 1993-03-01 | 2.0018558325 |
| 1993-04-01 | 2.0677472881 |
| 1993-05-01 | 2.0652483744 |
| 1993-06-01 | 2.1636714398 |
| 1993-07-01 | 1.9881591761 |
| 1993-08-01 | 1.9477974442 |
| 1993-09-01 | 1.9268423030 |
| 1993-10-01 | 1.8851090384 |
| 1993-11-01 | 1.9447160485 |
| 1993-12-01 | 1.9260287182 |
| 1994-01-01 | 1.9861548298 |
| 1994-02-01 | 2.0765823667 |
| 1994-03-01 | 2.0981424205 |
| 1994-04-01 | 2.1774877508 |
| 1994-05-01 | 2.1674576211 |
| 1994-06-01 | 2.0868546611 |
| 1994-07-01 | 2.0931187674 |
| 1994-08-01 | 2.0565240334 |
| 1994-09-01 | 2.0661421356 |
| 1994-10-01 | 2.1554124562 |
| 1994-11-01 | 2.1058208656 |
| 1994-12-01 | 2.0871913263 |
| 1995-01-01 | 2.0944918486 |
| 1995-02-01 | 2.0796677278 |
| 1995-03-01 | 2.0900070811 |
| 1995-04-01 | 2.3038631243 |
| 1995-05-01 | 2.2827373065 |
| 1995-06-01 | 2.2142892615 |
| 1995-07-01 | 2.1900850654 |
| 1995-08-01 | 2.2543614120 |
| 1995-09-01 | 2.2052413692 |
| 1995-10-01 | 2.2237735923 |
| 1995-11-01 | 2.1664228821 |
| 1995-12-01 | 2.3359233009 |
| 1996-01-01 | 2.5147346818 |
| 1996-02-01 | 2.4883891194 |
| 1996-03-01 | 2.4916467342 |
| 1996-04-01 | 2.2284235391 |
| 1996-05-01 | 2.1936552431 |
| 1996-06-01 | 2.1415901373 |
| 1996-07-01 | 2.2830609054 |
| 1996-08-01 | 2.2410364387 |
| 1996-09-01 | 2.3340394587 |
| 1996-10-01 | 2.1972146554 |
| 1996-11-01 | 2.2418824345 |
| 1996-12-01 | 2.0835740628 |
| 1997-01-01 | 2.1516513834 |
| 1997-02-01 | 2.0974962811 |
| 1997-03-01 | 2.0971304759 |
| 1997-04-01 | 1.9458714145 |
| 1997-05-01 | 1.8984546457 |
| 1997-06-01 | 2.0554661754 |
| 1997-07-01 | 2.8693596660 |
| 1997-08-01 | 2.9293510888 |
| 1997-09-01 | 2.8508654925 |
| 1997-10-01 | 3.1758523258 |
| 1997-11-01 | 3.1243456731 |
| 1997-12-01 | 2.9494034975 |
| 1998-01-01 | 2.8044942843 |
| 1998-02-01 | 2.6148346995 |
| 1998-03-01 | 2.6128992678 |
| 1998-04-01 | 2.5344784039 |
| 1998-05-01 | 2.5850452373 |
| 1998-06-01 | 2.6513950425 |
| 1998-07-01 | 2.6560335495 |
| 1998-08-01 | 2.6162812119 |
| 1998-09-01 | 2.5655167518 |
| 1998-10-01 | 2.6728494074 |
| 1998-11-01 | 2.7281805130 |
| 1998-12-01 | 2.8280889667 |
| 1999-01-01 | 2.6650421088 |
| 1999-02-01 | 2.7208136226 |
| 1999-03-01 | 2.7237002740 |
| 1999-04-01 | 2.8028539991 |
| 1999-05-01 | 2.8577734886 |
| 1999-06-01 | 2.7430379423 |
| 1999-07-01 | 2.7480575771 |
| 1999-08-01 | 2.7138491045 |
| 1999-09-01 | 2.7782040562 |
| 1999-10-01 | 2.7802893977 |
| 1999-11-01 | 2.7375965886 |
| 1999-12-01 | 2.8174231841 |
| 2000-01-01 | 2.8214800191 |
| 2000-02-01 | 2.9173949016 |
| 2000-03-01 | 2.9262283871 |
| 2000-04-01 | 3.0655979973 |
| 2000-05-01 | 3.0259141959 |
| 2000-06-01 | 3.0360704286 |
| 2000-07-01 | 3.0539892004 |
| 2000-08-01 | 3.1142962229 |
| 2000-09-01 | 3.0890329342 |
| 2000-10-01 | 3.0937963841 |
| 2000-11-01 | 3.0510257322 |
| 2000-12-01 | 3.0080194556 |
| 2001-01-01 | 3.0605801088 |
| 2001-02-01 | 3.0030997388 |
| 2001-03-01 | 3.0134249717 |
| 2001-04-01 | 3.1427640621 |
| 2001-05-01 | 3.0050357142 |
| 2001-06-01 | 3.0401262847 |
| 2001-07-01 | 3.0693558763 |
| 2001-08-01 | 3.0260384456 |
| 2001-09-01 | 2.9841005770 |
| 2001-10-01 | 2.9089406937 |
| 2001-11-01 | 2.9475224459 |
| 2001-12-01 | 2.9030185482 |
| 2002-01-01 | 3.0748740687 |
| 2002-02-01 | 3.2884036598 |
| 2002-03-01 | 3.2915068148 |
| 2002-04-01 | 3.3436882970 |
| 2002-05-01 | 3.4056916968 |
| 2002-06-01 | 3.6407810917 |
| 2002-07-01 | 3.1946340000 |
| 2002-08-01 | 3.3461509693 |
| 2002-09-01 | 3.3707177793 |
| 2002-10-01 | 3.4146496715 |
| 2002-11-01 | 3.4316535753 |
| 2002-12-01 | 3.4929506422 |
| 2003-01-01 | 3.0714091666 |
| 2003-02-01 | 3.3814273920 |
| 2003-03-01 | 3.3706938572 |
| 2003-04-01 | 3.2555530978 |
| 2003-05-01 | 3.3136307040 |
| 2003-06-01 | 3.6457898559 |
| 2003-07-01 | 3.4311616652 |
| 2003-08-01 | 3.5837486101 |
| 2003-09-01 | 3.4415651145 |
| 2003-10-01 | 3.6052782233 |
| 2003-11-01 | 3.5997740641 |
| 2003-12-01 | 3.5835245730 |
| 2004-01-01 | 3.1607700046 |
| 2004-02-01 | 3.4826237360 |
| 2004-03-01 | 3.5571289006 |
| 2004-04-01 | 3.8649046294 |
| 2004-05-01 | 3.7339111399 |
| 2004-06-01 | 3.6552500841 |
| 2004-07-01 | 3.7673706663 |
| 2004-08-01 | 3.7207043792 |
| 2004-09-01 | 3.8037817168 |
| 2004-10-01 | 3.6803296464 |
| 2004-11-01 | 3.7732916660 |
| 2004-12-01 | 3.7874918475 |
| 2005-01-01 | 3.8468963430 |
| 2005-02-01 | 3.8897248398 |
| 2005-03-01 | 3.8523916710 |
| 2005-04-01 | 3.7578015349 |
| 2005-05-01 | 3.7514729839 |
| 2005-06-01 | 3.8748024139 |
| 2005-07-01 | 3.6946890627 |
| 2005-08-01 | 3.6494366621 |
| 2005-09-01 | 3.6586869171 |
| 2005-10-01 | 3.6552096092 |
| 2005-11-01 | 3.6603859910 |
| 2005-12-01 | 3.7116924370 |
| 2006-01-01 | 3.7312493242 |
| 2006-02-01 | 3.6940763448 |
| 2006-03-01 | 3.7534816103 |
| 2006-04-01 | 3.7438482692 |
| 2006-05-01 | 3.7731953981 |
| 2006-06-01 | 3.5814262643 |
| 2006-07-01 | 3.6968890119 |
| 2006-08-01 | 3.7629833124 |
| 2006-09-01 | 4.0317319809 |
| 2006-10-01 | 3.9351530011 |
| 2006-11-01 | 3.9631018672 |
| 2006-12-01 | 4.0508751512 |
| 2007-01-01 | 3.7267753971 |
| 2007-02-01 | 3.6946606600 |
| 2007-03-01 | 3.6538662041 |
| 2007-04-01 | 3.7232573369 |
| 2007-05-01 | 3.5854610022 |
| 2007-06-01 | 3.4751233528 |
| 2007-07-01 | 3.5877251528 |
| 2007-08-01 | 3.5611883980 |
| 2007-09-01 | 3.6205760568 |
| 2007-10-01 | 3.6278478634 |
| 2007-11-01 | 3.5744804225 |
| 2007-12-01 | 3.5816209658 |
| 2008-01-01 | 3.6376836711 |
| 2008-02-01 | 3.5982204297 |
| 2008-03-01 | 3.5545205220 |
| 2008-04-01 | 3.5090714866 |
| 2008-05-01 | 3.4994906883 |
| 2008-06-01 | 3.3516917813 |
| 2008-07-01 | 3.4603162081 |
| 2008-08-01 | 3.5372002041 |
| 2008-09-01 | 3.5357738825 |
| 2008-10-01 | 3.5272340802 |
| 2008-11-01 | 3.4924800170 |
| 2008-12-01 | 3.5002063936 |
| 2009-01-01 | 3.7587123190 |
| 2009-02-01 | 3.9060522164 |
| 2009-03-01 | 3.7569671445 |
| 2009-04-01 | 3.8052220622 |
| 2009-05-01 | 3.9079923831 |
| 2009-06-01 | 4.1201971611 |
| 2009-07-01 | 4.0262738547 |
| 2009-08-01 | 3.8996617594 |
| 2009-09-01 | 3.9543908532 |
| 2009-10-01 | 4.0408881423 |
| 2009-11-01 | 4.1155595851 |
| 2009-12-01 | 4.0022624892 |
| 2010-01-01 | 3.9821726777 |
| 2010-02-01 | 4.2128743665 |
| 2010-03-01 | 4.2638864651 |
| 2010-04-01 | 4.3196074079 |
| 2010-05-01 | 4.2179584181 |
| 2010-06-01 | 4.2802191509 |
| 2010-07-01 | 4.0817215087 |
| 2010-08-01 | 4.0652445794 |
| 2010-09-01 | 3.9735242566 |
| 2010-10-01 | 3.8544251472 |
| 2010-11-01 | 3.8430698824 |
| 2010-12-01 | 3.8964148161 |
| 2011-01-01 | 3.5974155907 |
| 2011-02-01 | 3.7202740913 |
| 2011-03-01 | 3.7711792040 |
| 2011-04-01 | 3.7486963765 |
| 2011-05-01 | 3.7227407336 |
| 2011-06-01 | 3.7383838407 |
| 2011-07-01 | 3.7539135432 |
| 2011-08-01 | 3.8378616806 |
| 2011-09-01 | 3.7743519597 |
| 2011-10-01 | 3.8660384308 |
| 2011-11-01 | 3.8723700024 |
| 2011-12-01 | 3.8837884975 |
| 2012-01-01 | 3.7971572820 |
| 2012-02-01 | 3.8332734741 |
| 2012-03-01 | 3.7879686467 |
| 2012-04-01 | 3.7861341908 |
| 2012-05-01 | 3.7172144150 |
| 2012-06-01 | 3.7046254841 |
| 2012-07-01 | 3.7338801258 |
| 2012-08-01 | 3.7224043609 |
| 2012-09-01 | 3.6605947236 |
| 2012-10-01 | 3.6726892653 |
| 2012-11-01 | 3.7015856780 |
| 2012-12-01 | 3.6745670328 |
| 2013-01-01 | 3.5806114534 |
| 2013-02-01 | 3.6410911256 |
| 2013-03-01 | 3.6130903906 |
| 2013-04-01 | 3.6307127831 |
| 2013-05-01 | 3.5026558927 |
| 2013-06-01 | 3.5795034829 |
| 2013-07-01 | 3.7238851239 |
| 2013-08-01 | 3.8170059042 |
| 2013-09-01 | 3.7316109460 |
| 2013-10-01 | 3.2816215995 |
| 2013-11-01 | 3.3222972538 |
| 2013-12-01 | 3.1654219895 |
| 2014-01-01 | 3.3597125454 |
| 2014-02-01 | 3.2515277776 |
| 2014-03-01 | 3.2441560312 |
| 2014-04-01 | 3.0696581463 |
| 2014-05-01 | 3.0840170333 |
| 2014-06-01 | 3.0631601592 |
| 2014-07-01 | 2.9155527705 |
| 2014-08-01 | 2.9229914038 |
| 2014-09-01 | 2.8920580639 |
| 2014-10-01 | 2.8960829591 |
| 2014-11-01 | 2.7283406827 |
| 2014-12-01 | 2.3584458089 |
| 2015-01-01 | 2.9441770018 |
| 2015-02-01 | 2.8620948598 |
| 2015-03-01 | 2.8691155798 |
| 2015-04-01 | 2.8958372167 |
| 2015-05-01 | 2.9753120709 |
| 2015-06-01 | 2.9563864886 |
| 2015-07-01 | 2.8143480500 |
| 2015-08-01 | 2.8282379919 |
| 2015-09-01 | 2.6444953498 |
| 2015-10-01 | 2.8175203505 |
| 2015-11-01 | 2.8287953919 |
| 2015-12-01 | 2.8445995365 |
| 2016-01-01 | 2.8355013884 |
| 2016-02-01 | 2.8729570428 |
| 2016-03-01 | 2.7839272545 |
| 2016-04-01 | 2.8083362604 |
| 2016-05-01 | 2.8835577232 |
| 2016-06-01 | 2.8653959682 |
| 2016-07-01 | 2.9115393374 |
| 2016-08-01 | 2.8235650517 |
| 2016-09-01 | 2.7000415463 |
| 2016-10-01 | 2.8436571942 |
| 2016-11-01 | 2.9235115903 |
| 2016-12-01 | 2.8346349082 |
| 2017-01-01 | 2.6281092467 |
| 2017-02-01 | 2.6702035054 |
| 2017-03-01 | 2.6914252133 |
| 2017-04-01 | 2.7111056817 |
| 2017-05-01 | 2.7120653113 |
| 2017-06-01 | 2.6935442255 |
| 2017-07-01 | 2.6011214992 |
| 2017-08-01 | 2.6055618397 |
| 2017-09-01 | 2.6614773657 |
| 2017-10-01 | 2.5661260161 |
| 2017-11-01 | 2.6234905474 |
| 2017-12-01 | 2.7326097697 |
| 2018-01-01 | 2.4197497379 |
| 2018-02-01 | 2.3636620852 |
| 2018-03-01 | 2.3913106598 |
| 2018-04-01 | 2.6019445525 |
| 2018-05-01 | 2.3527310360 |
| 2018-06-01 | 2.3266896724 |
| 2018-07-01 | 2.3831772434 |
| 2018-08-01 | 2.3791112918 |
| 2018-09-01 | 2.4327020694 |
| 2018-10-01 | 2.3885557384 |
| 2018-11-01 | 2.3302427752 |
| 2018-12-01 | 2.4445885131 |
| 2019-01-01 | 2.4052833129 |
| 2019-02-01 | 2.4509523933 |
| 2019-03-01 | 2.4885232343 |
| 2019-04-01 | 2.3870335307 |
| 2019-05-01 | 2.3916291600 |
| 2019-06-01 | 2.2546472370 |
| 2019-07-01 | 2.4677735078 |
| 2019-08-01 | 2.4484866840 |
| 2019-09-01 | 2.4138562357 |
| 2019-10-01 | 2.4030026202 |
| 2019-11-01 | 2.4472813264 |
| 2019-12-01 | 2.3681033500 |
| 2020-01-01 | 2.4884922632 |
| 2020-02-01 | 2.4443904416 |
| 2020-03-01 | 2.4876761216 |
| 2020-04-01 | 2.1660662505 |
| 2020-05-01 | 2.1145711082 |
| 2020-06-01 | 2.1622146732 |
| 2020-07-01 | 2.1589362584 |
| 2020-08-01 | 2.2236368588 |
| 2020-09-01 | 2.2086954619 |
| 2020-10-01 | 2.2151987190 |
| 2020-11-01 | 2.1623582671 |
| 2020-12-01 | 2.1966212013 |
| 2021-01-01 | 2.2765833942 |
| 2021-02-01 | 2.2425562781 |
| 2021-03-01 | 2.2914722280 |
| 2021-04-01 | 2.3428402105 |
| 2021-05-01 | 2.3173509719 |
| 2021-06-01 | 2.3576461876 |
| 2021-07-01 | 2.4583634614 |
| 2021-08-01 | 2.4036298351 |
| 2021-09-01 | 2.4118290479 |
| 2021-10-01 | 2.4223113211 |
| 2021-11-01 | 2.4757920719 |
| 2021-12-01 | 2.5160780010 |
| 2022-01-01 | 2.4744399424 |
| 2022-02-01 | 2.5570690085 |
| 2022-03-01 | 2.4957225933 |
| 2022-04-01 | 2.5206985665 |
| 2022-05-01 | 2.5035383848 |
| 2022-06-01 | 2.5439285804 |
| 2022-07-01 | 2.5625698755 |
| 2022-08-01 | 2.5897863936 |
| 2022-09-01 | 2.6177741336 |
| 2022-10-01 | 2.6289934987 |
| 2022-11-01 | 2.6839717363 |
| 2022-12-01 | 2.6251317318 |
| 2023-01-01 | 2.6819654750 |
| 2023-02-01 | 2.6751597373 |
| 2023-03-01 | 2.6984471017 |
| 2023-04-01 | 2.8043498356 |
| 2023-05-01 | 2.7859131020 |
| 2023-06-01 | 2.8295912804 |
| 2023-07-01 | 2.7695329467 |
| 2023-08-01 | 2.7797318063 |
| 2023-09-01 | 2.8238734479 |
| 2023-10-01 | 2.8310815520 |
| 2023-11-01 | 2.7905292583 |
| 2023-12-01 | 2.8248271543 |
| 2024-01-01 | 2.8921805371 |
| 2024-02-01 | 2.8927264248 |
| 2024-03-01 | 2.9979448248 |
| 2024-04-01 | 2.9979636784 |
| 2024-05-01 | 3.0717223555 |
| 2024-06-01 | 3.0177779578 |
| 2024-07-01 | 2.9711324852 |
| 2024-08-01 | 3.0750711260 |
| 2024-09-01 | 2.9295869649 |
| 2024-10-01 | 2.9304502065 |
| 2024-11-01 | 2.9967805330 |
| 2024-12-01 | 3.0227815941 |
| 2025-01-01 | 2.9994509973 |
| 2025-02-01 | 2.9018658572 |
| 2025-03-01 | 2.9942997538 |
| 2025-04-01 | 2.9977212148 |
| 2025-05-01 | 3.0641630275 |
| 2025-06-01 | 3.0122654671 |
| 2025-07-01 | 3.0723676406 |
| 2025-08-01 | 3.1723518849 |
| 2025-09-01 | 3.1350178535 |
| 2025-10-01 | 3.1282300465 |
| 2025-11-01 | 3.0996687351 |
| 2025-12-01 | 3.1177940413 |
| 2026-01-01 | 3.1025487319 |
| 2026-02-01 | 3.1070248217 |
| 2026-03-01 | 3.0920244518 |
| 2026-04-01 | 3.1003562925 |
| 2026-05-01 | 3.0618012017 |
| 2026-06-01 | 3.1135906922 |
| 2026-07-01 | 3.1676199419 |
| 2026-08-01 | 3.0713211355 |