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 2026-09-01 |
| Last Updated | 2026-10-20 10:27 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 | 1.4798588026 |
| 1990-02-01 | 1.6428301693 |
| 1990-03-01 | 1.6946876166 |
| 1990-04-01 | 1.7938184234 |
| 1990-05-01 | 1.8042015354 |
| 1990-06-01 | 1.8439237295 |
| 1990-07-01 | 1.8746426889 |
| 1990-08-01 | 1.9983690741 |
| 1990-09-01 | 1.9503027128 |
| 1990-10-01 | 1.9440323161 |
| 1990-11-01 | 2.0101476126 |
| 1990-12-01 | 2.2595245939 |
| 1991-01-01 | 2.3838383642 |
| 1991-02-01 | 2.4503436923 |
| 1991-03-01 | 2.4975488733 |
| 1991-04-01 | 2.0841586119 |
| 1991-05-01 | 2.0931411670 |
| 1991-06-01 | 2.1442729765 |
| 1991-07-01 | 2.2767330626 |
| 1991-08-01 | 2.4080905669 |
| 1991-09-01 | 2.3646179012 |
| 1991-10-01 | 2.2339096098 |
| 1991-11-01 | 2.1998838254 |
| 1991-12-01 | 2.1565702013 |
| 1992-01-01 | 2.1842627575 |
| 1992-02-01 | 2.1634696502 |
| 1992-03-01 | 2.2036212914 |
| 1992-04-01 | 2.1703587605 |
| 1992-05-01 | 2.2753325088 |
| 1992-06-01 | 2.4497784127 |
| 1992-07-01 | 2.3824170741 |
| 1992-08-01 | 2.3262298685 |
| 1992-09-01 | 2.3920612288 |
| 1992-10-01 | 2.4134844567 |
| 1992-11-01 | 2.3786146762 |
| 1992-12-01 | 2.4471905539 |
| 1993-01-01 | 1.9857564663 |
| 1993-02-01 | 1.9702892605 |
| 1993-03-01 | 2.0018553230 |
| 1993-04-01 | 2.0677496730 |
| 1993-05-01 | 2.0652490270 |
| 1993-06-01 | 2.1636824238 |
| 1993-07-01 | 1.9881574291 |
| 1993-08-01 | 1.9477942476 |
| 1993-09-01 | 1.9268388196 |
| 1993-10-01 | 1.8851052943 |
| 1993-11-01 | 1.9447130561 |
| 1993-12-01 | 1.9260263558 |
| 1994-01-01 | 1.9861520829 |
| 1994-02-01 | 2.0765844440 |
| 1994-03-01 | 2.0981452607 |
| 1994-04-01 | 2.1774971089 |
| 1994-05-01 | 2.1674506917 |
| 1994-06-01 | 2.0868854083 |
| 1994-07-01 | 2.0931075494 |
| 1994-08-01 | 2.0565142521 |
| 1994-09-01 | 2.0661341594 |
| 1994-10-01 | 2.1554059178 |
| 1994-11-01 | 2.1058158497 |
| 1994-12-01 | 2.0871894268 |
| 1995-01-01 | 2.0944895353 |
| 1995-02-01 | 2.0796719444 |
| 1995-03-01 | 2.0900143730 |
| 1995-04-01 | 2.3038794887 |
| 1995-05-01 | 2.2827232244 |
| 1995-06-01 | 2.2143387627 |
| 1995-07-01 | 2.1900640661 |
| 1995-08-01 | 2.2543445440 |
| 1995-09-01 | 2.2052283746 |
| 1995-10-01 | 2.2237637988 |
| 1995-11-01 | 2.1664154726 |
| 1995-12-01 | 2.3359227608 |
| 1996-01-01 | 2.5147338900 |
| 1996-02-01 | 2.4883959470 |
| 1996-03-01 | 2.4916589483 |
| 1996-04-01 | 2.2284470969 |
| 1996-05-01 | 2.1936347763 |
| 1996-06-01 | 2.1416512784 |
| 1996-07-01 | 2.2830314996 |
| 1996-08-01 | 2.2410137513 |
| 1996-09-01 | 2.3340229195 |
| 1996-10-01 | 2.1972032008 |
| 1996-11-01 | 2.2418740970 |
| 1996-12-01 | 2.0835761117 |
| 1997-01-01 | 2.1516528298 |
| 1997-02-01 | 2.0975049242 |
| 1997-03-01 | 2.0971446674 |
| 1997-04-01 | 1.9458955144 |
| 1997-05-01 | 1.8984346207 |
| 1997-06-01 | 2.0555259039 |
| 1997-07-01 | 2.8693293163 |
| 1997-08-01 | 2.9293272577 |
| 1997-09-01 | 2.8508480129 |
| 1997-10-01 | 3.1758403665 |
| 1997-11-01 | 3.1243372420 |
| 1997-12-01 | 2.9494069373 |
| 1998-01-01 | 2.8044973141 |
| 1998-02-01 | 2.6148440498 |
| 1998-03-01 | 2.6129139797 |
| 1998-04-01 | 2.5345019284 |
| 1998-05-01 | 2.5850252797 |
| 1998-06-01 | 2.6514472186 |
| 1998-07-01 | 2.6560044737 |
| 1998-08-01 | 2.6162591368 |
| 1998-09-01 | 2.5655013151 |
| 1998-10-01 | 2.6728396100 |
| 1998-11-01 | 2.7281737797 |
| 1998-12-01 | 2.8280937819 |
| 1999-01-01 | 2.6650464443 |
| 1999-02-01 | 2.7208218663 |
| 1999-03-01 | 2.7237118827 |
| 1999-04-01 | 2.8028709390 |
| 1999-05-01 | 2.8577607988 |
| 1999-06-01 | 2.7430699964 |
| 1999-07-01 | 2.7480376626 |
| 1999-08-01 | 2.7138336829 |
| 1999-09-01 | 2.7781930610 |
| 1999-10-01 | 2.7802824009 |
| 1999-11-01 | 2.7375919096 |
| 1999-12-01 | 2.8174281042 |
| 2000-01-01 | 2.8214839403 |
| 2000-02-01 | 2.9174005724 |
| 2000-03-01 | 2.9262357813 |
| 2000-04-01 | 3.0656084602 |
| 2000-05-01 | 3.0259085951 |
| 2000-06-01 | 3.0360826315 |
| 2000-07-01 | 3.0539790058 |
| 2000-08-01 | 3.1142880957 |
| 2000-09-01 | 3.0890269357 |
| 2000-10-01 | 3.0937926418 |
| 2000-11-01 | 3.0510235014 |
| 2000-12-01 | 3.0080236637 |
| 2001-01-01 | 3.0605826726 |
| 2001-02-01 | 3.0031025547 |
| 2001-03-01 | 3.0134276426 |
| 2001-04-01 | 3.1427674398 |
| 2001-05-01 | 3.0050365068 |
| 2001-06-01 | 3.0401256534 |
| 2001-07-01 | 3.0693539464 |
| 2001-08-01 | 3.0260361468 |
| 2001-09-01 | 2.9840982378 |
| 2001-10-01 | 2.9089388966 |
| 2001-11-01 | 2.9475215563 |
| 2001-12-01 | 2.9030208288 |
| 2002-01-01 | 3.0748748502 |
| 2002-02-01 | 3.2884045023 |
| 2002-03-01 | 3.2915075260 |
| 2002-04-01 | 3.3436900760 |
| 2002-05-01 | 3.4056916360 |
| 2002-06-01 | 3.6407805430 |
| 2002-07-01 | 3.1946330534 |
| 2002-08-01 | 3.3461502367 |
| 2002-09-01 | 3.3707171277 |
| 2002-10-01 | 3.4146492463 |
| 2002-11-01 | 3.4316534147 |
| 2002-12-01 | 3.4929517850 |
| 2003-01-01 | 3.0714093914 |
| 2003-02-01 | 3.3814274789 |
| 2003-03-01 | 3.3706938400 |
| 2003-04-01 | 3.2555539174 |
| 2003-05-01 | 3.3136305137 |
| 2003-06-01 | 3.6457894456 |
| 2003-07-01 | 3.4311611984 |
| 2003-08-01 | 3.5837484778 |
| 2003-09-01 | 3.4415649914 |
| 2003-10-01 | 3.6052781573 |
| 2003-11-01 | 3.5997740259 |
| 2003-12-01 | 3.5835252849 |
| 2004-01-01 | 3.1607700526 |
| 2004-02-01 | 3.4826236854 |
| 2004-03-01 | 3.5571288387 |
| 2004-04-01 | 3.8649050316 |
| 2004-05-01 | 3.7339110610 |
| 2004-06-01 | 3.6552496883 |
| 2004-07-01 | 3.7673703997 |
| 2004-08-01 | 3.7207043165 |
| 2004-09-01 | 3.8037816279 |
| 2004-10-01 | 3.6803296329 |
| 2004-11-01 | 3.7732916925 |
| 2004-12-01 | 3.7874922864 |
| 2005-01-01 | 3.8468964659 |
| 2005-02-01 | 3.8897249102 |
| 2005-03-01 | 3.8523917348 |
| 2005-04-01 | 3.7578015837 |
| 2005-05-01 | 3.7514729934 |
| 2005-06-01 | 3.8748019393 |
| 2005-07-01 | 3.6946888902 |
| 2005-08-01 | 3.6494365736 |
| 2005-09-01 | 3.6586868032 |
| 2005-10-01 | 3.6552096253 |
| 2005-11-01 | 3.6603860905 |
| 2005-12-01 | 3.7116928056 |
| 2006-01-01 | 3.7312495772 |
| 2006-02-01 | 3.6940764741 |
| 2006-03-01 | 3.7534817159 |
| 2006-04-01 | 3.7438483144 |
| 2006-05-01 | 3.7731953839 |
| 2006-06-01 | 3.5814256008 |
| 2006-07-01 | 3.6968888443 |
| 2006-08-01 | 3.7629830737 |
| 2006-09-01 | 4.0317317557 |
| 2006-10-01 | 3.9351529013 |
| 2006-11-01 | 3.9631018414 |
| 2006-12-01 | 4.0508759596 |
| 2007-01-01 | 3.7267763894 |
| 2007-02-01 | 3.6946606380 |
| 2007-03-01 | 3.6538662093 |
| 2007-04-01 | 3.7232572001 |
| 2007-05-01 | 3.5854609393 |
| 2007-06-01 | 3.4751225238 |
| 2007-07-01 | 3.5877248740 |
| 2007-08-01 | 3.5611879881 |
| 2007-09-01 | 3.6205756497 |
| 2007-10-01 | 3.6278475172 |
| 2007-11-01 | 3.5744800926 |
| 2007-12-01 | 3.5816231361 |
| 2008-01-01 | 3.6376852674 |
| 2008-02-01 | 3.5982201134 |
| 2008-03-01 | 3.5545203318 |
| 2008-04-01 | 3.5090711045 |
| 2008-05-01 | 3.4994905139 |
| 2008-06-01 | 3.3516908333 |
| 2008-07-01 | 3.4603157812 |
| 2008-08-01 | 3.5371995821 |
| 2008-09-01 | 3.5357732933 |
| 2008-10-01 | 3.5272335122 |
| 2008-11-01 | 3.4924794576 |
| 2008-12-01 | 3.5002098606 |
| 2009-01-01 | 3.7587146218 |
| 2009-02-01 | 3.9060517750 |
| 2009-03-01 | 3.7569668486 |
| 2009-04-01 | 3.8052214350 |
| 2009-05-01 | 3.9079919476 |
| 2009-06-01 | 4.1201959128 |
| 2009-07-01 | 4.0262728865 |
| 2009-08-01 | 3.8996606693 |
| 2009-09-01 | 3.9543900490 |
| 2009-10-01 | 4.0408876674 |
| 2009-11-01 | 4.1155594022 |
| 2009-12-01 | 4.0022675885 |
| 2010-01-01 | 3.9821754712 |
| 2010-02-01 | 4.2128741668 |
| 2010-03-01 | 4.2638860943 |
| 2010-04-01 | 4.3196063889 |
| 2010-05-01 | 4.2179574854 |
| 2010-06-01 | 4.2802169388 |
| 2010-07-01 | 4.0817197451 |
| 2010-08-01 | 4.0652425925 |
| 2010-09-01 | 3.9735228052 |
| 2010-10-01 | 3.8544245603 |
| 2010-11-01 | 3.8430704847 |
| 2010-12-01 | 3.8964243918 |
| 2011-01-01 | 3.5974189284 |
| 2011-02-01 | 3.7202740251 |
| 2011-03-01 | 3.7711784999 |
| 2011-04-01 | 3.7486948110 |
| 2011-05-01 | 3.7227391043 |
| 2011-06-01 | 3.7383801345 |
| 2011-07-01 | 3.7539101380 |
| 2011-08-01 | 3.8378573978 |
| 2011-09-01 | 3.7743472285 |
| 2011-10-01 | 3.8660338571 |
| 2011-11-01 | 3.8723794672 |
| 2011-12-01 | 3.8838117208 |
| 2012-01-01 | 3.7971564316 |
| 2012-02-01 | 3.8332708961 |
| 2012-03-01 | 3.7879661274 |
| 2012-04-01 | 3.7861313273 |
| 2012-05-01 | 3.7172116435 |
| 2012-06-01 | 3.7046203747 |
| 2012-07-01 | 3.7338754476 |
| 2012-08-01 | 3.7223980796 |
| 2012-09-01 | 3.6605862277 |
| 2012-10-01 | 3.6726812788 |
| 2012-11-01 | 3.7016047025 |
| 2012-12-01 | 3.6746034281 |
| 2013-01-01 | 3.5806068092 |
| 2013-02-01 | 3.6410861411 |
| 2013-03-01 | 3.6130859014 |
| 2013-04-01 | 3.6307083850 |
| 2013-05-01 | 3.5026516584 |
| 2013-06-01 | 3.5794972358 |
| 2013-07-01 | 3.7238793039 |
| 2013-08-01 | 3.8169981608 |
| 2013-09-01 | 3.7315981956 |
| 2013-10-01 | 3.2816109732 |
| 2013-11-01 | 3.3223265605 |
| 2013-12-01 | 3.1654682383 |
| 2014-01-01 | 3.3597045398 |
| 2014-02-01 | 3.2515206303 |
| 2014-03-01 | 3.2441496279 |
| 2014-04-01 | 3.0696519661 |
| 2014-05-01 | 3.0840112365 |
| 2014-06-01 | 3.0631532244 |
| 2014-07-01 | 2.9155469604 |
| 2014-08-01 | 2.9229839847 |
| 2014-09-01 | 2.8920438788 |
| 2014-10-01 | 2.8960735628 |
| 2014-11-01 | 2.7283717326 |
| 2014-12-01 | 2.3584927203 |
| 2015-01-01 | 2.9441687656 |
| 2015-02-01 | 2.8620928596 |
| 2015-03-01 | 2.8691072093 |
| 2015-04-01 | 2.8958262081 |
| 2015-05-01 | 2.9753047061 |
| 2015-06-01 | 2.9563794090 |
| 2015-07-01 | 2.8143427132 |
| 2015-08-01 | 2.8282320959 |
| 2015-09-01 | 2.6444820236 |
| 2015-10-01 | 2.8175130817 |
| 2015-11-01 | 2.8288280742 |
| 2015-12-01 | 2.8446439728 |
| 2016-01-01 | 2.8354922379 |
| 2016-02-01 | 2.8729593050 |
| 2016-03-01 | 2.7839158963 |
| 2016-04-01 | 2.8083193167 |
| 2016-05-01 | 2.8835480484 |
| 2016-06-01 | 2.8653889816 |
| 2016-07-01 | 2.9115353595 |
| 2016-08-01 | 2.8235626702 |
| 2016-09-01 | 2.7000338271 |
| 2016-10-01 | 2.8436573419 |
| 2016-11-01 | 2.9235401456 |
| 2016-12-01 | 2.8346718898 |
| 2017-01-01 | 2.6281030984 |
| 2017-02-01 | 2.6702099969 |
| 2017-03-01 | 2.6914101746 |
| 2017-04-01 | 2.7110742977 |
| 2017-05-01 | 2.7120460623 |
| 2017-06-01 | 2.6935473680 |
| 2017-07-01 | 2.6011266787 |
| 2017-08-01 | 2.6055683166 |
| 2017-09-01 | 2.6614784733 |
| 2017-10-01 | 2.5661308245 |
| 2017-11-01 | 2.6235075579 |
| 2017-12-01 | 2.7326290571 |
| 2018-01-01 | 2.4197396484 |
| 2018-02-01 | 2.3636646505 |
| 2018-03-01 | 2.3912964723 |
| 2018-04-01 | 2.6019110703 |
| 2018-05-01 | 2.3527144841 |
| 2018-06-01 | 2.3267147429 |
| 2018-07-01 | 2.3832011604 |
| 2018-08-01 | 2.3791310138 |
| 2018-09-01 | 2.4327113386 |
| 2018-10-01 | 2.3885546158 |
| 2018-11-01 | 2.3302272086 |
| 2018-12-01 | 2.4445667634 |
| 2019-01-01 | 2.4052464775 |
| 2019-02-01 | 2.4509415796 |
| 2019-03-01 | 2.4885164514 |
| 2019-04-01 | 2.3870171047 |
| 2019-05-01 | 2.3916409757 |
| 2019-06-01 | 2.2547204557 |
| 2019-07-01 | 2.4678395325 |
| 2019-08-01 | 2.4485390780 |
| 2019-09-01 | 2.4138901671 |
| 2019-10-01 | 2.4029939202 |
| 2019-11-01 | 2.4472154565 |
| 2019-12-01 | 2.3679967782 |
| 2020-01-01 | 2.4883420539 |
| 2020-02-01 | 2.4442470564 |
| 2020-03-01 | 2.4875398724 |
| 2020-04-01 | 2.1665040213 |
| 2020-05-01 | 2.1144878668 |
| 2020-06-01 | 2.1624440251 |
| 2020-07-01 | 2.1589903163 |
| 2020-08-01 | 2.2237118548 |
| 2020-09-01 | 2.2087687550 |
| 2020-10-01 | 2.2152266717 |
| 2020-11-01 | 2.1622691007 |
| 2020-12-01 | 2.1964197944 |
| 2021-01-01 | 2.2762919719 |
| 2021-02-01 | 2.2421913592 |
| 2021-03-01 | 2.2910148808 |
| 2021-04-01 | 2.3434329293 |
| 2021-05-01 | 2.3180562760 |
| 2021-06-01 | 2.3576310155 |
| 2021-07-01 | 2.4580078371 |
| 2021-08-01 | 2.4037816596 |
| 2021-09-01 | 2.4124300704 |
| 2021-10-01 | 2.4226233600 |
| 2021-11-01 | 2.4755543844 |
| 2021-12-01 | 2.5157516525 |
| 2022-01-01 | 2.4740116729 |
| 2022-02-01 | 2.5563457263 |
| 2022-03-01 | 2.4949049600 |
| 2022-04-01 | 2.5213860995 |
| 2022-05-01 | 2.5049287462 |
| 2022-06-01 | 2.5432634580 |
| 2022-07-01 | 2.5617045955 |
| 2022-08-01 | 2.5905017303 |
| 2022-09-01 | 2.6189561363 |
| 2022-10-01 | 2.6297223866 |
| 2022-11-01 | 2.6837572232 |
| 2022-12-01 | 2.6248347772 |
| 2023-01-01 | 2.6815012783 |
| 2023-02-01 | 2.6741752720 |
| 2023-03-01 | 2.6973276559 |
| 2023-04-01 | 2.8045070357 |
| 2023-05-01 | 2.7878124536 |
| 2023-06-01 | 2.8276724521 |
| 2023-07-01 | 2.7682856310 |
| 2023-08-01 | 2.7799281762 |
| 2023-09-01 | 2.8272043652 |
| 2023-10-01 | 2.8327960094 |
| 2023-11-01 | 2.7904491715 |
| 2023-12-01 | 2.8245121844 |
| 2024-01-01 | 2.8916253197 |
| 2024-02-01 | 2.8914514902 |
| 2024-03-01 | 2.9965876408 |
| 2024-04-01 | 2.9977363764 |
| 2024-05-01 | 3.0730357691 |
| 2024-06-01 | 3.0146882256 |
| 2024-07-01 | 2.9694432489 |
| 2024-08-01 | 3.0741268458 |
| 2024-09-01 | 2.9361983471 |
| 2024-10-01 | 2.9331500833 |
| 2024-11-01 | 2.9970106819 |
| 2024-12-01 | 3.0225010871 |
| 2025-01-01 | 2.9988202373 |
| 2025-02-01 | 2.9003855301 |
| 2025-03-01 | 2.9927055428 |
| 2025-04-01 | 2.9965238314 |
| 2025-05-01 | 3.0651493858 |
| 2025-06-01 | 3.0078527962 |
| 2025-07-01 | 3.0701257679 |
| 2025-08-01 | 3.1694653873 |
| 2025-09-01 | 3.1462263827 |
| 2025-10-01 | 3.1319467439 |
| 2025-11-01 | 3.1000232671 |
| 2025-12-01 | 3.1173910064 |
| 2026-01-01 | 3.1017597795 |
| 2026-02-01 | 3.1052843073 |
| 2026-03-01 | 3.0903766798 |
| 2026-04-01 | 3.0986298903 |
| 2026-05-01 | 3.0620848427 |
| 2026-06-01 | 3.1084904029 |
| 2026-07-01 | 3.1650767142 |
| 2026-08-01 | 3.0674007006 |
| 2026-09-01 | 3.0519999480 |