Table Data - All Employees: Education and Health Services: Private Educational Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA) |
|---|---|
| Series ID | SMU27334606561000001SA |
| 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 | 16.2955637822 |
| 1990-02-01 | 16.3680794713 |
| 1990-03-01 | 16.5573663075 |
| 1990-04-01 | 16.9454529685 |
| 1990-05-01 | 16.9372249797 |
| 1990-06-01 | 17.2579973656 |
| 1990-07-01 | 17.4016682681 |
| 1990-08-01 | 17.7162224354 |
| 1990-09-01 | 17.5272518199 |
| 1990-10-01 | 17.4132140569 |
| 1990-11-01 | 17.4617512506 |
| 1990-12-01 | 17.3880167476 |
| 1991-01-01 | 17.4723075925 |
| 1991-02-01 | 17.5037563209 |
| 1991-03-01 | 17.4708109519 |
| 1991-04-01 | 17.4258371731 |
| 1991-05-01 | 17.5725911243 |
| 1991-06-01 | 17.6387399704 |
| 1991-07-01 | 17.5281312967 |
| 1991-08-01 | 17.5891060031 |
| 1991-09-01 | 17.6520964035 |
| 1991-10-01 | 17.7366882723 |
| 1991-11-01 | 17.7944549036 |
| 1991-12-01 | 17.7227619525 |
| 1992-01-01 | 18.2485133510 |
| 1992-02-01 | 18.3781569956 |
| 1992-03-01 | 18.4713125131 |
| 1992-04-01 | 18.3766881943 |
| 1992-05-01 | 18.4907707732 |
| 1992-06-01 | 18.2568937707 |
| 1992-07-01 | 18.3985884737 |
| 1992-08-01 | 18.3396844559 |
| 1992-09-01 | 18.3888564254 |
| 1992-10-01 | 18.4307949693 |
| 1992-11-01 | 18.4642522584 |
| 1992-12-01 | 18.4149777944 |
| 1993-01-01 | 18.2079200100 |
| 1993-02-01 | 18.1955732766 |
| 1993-03-01 | 18.1793563100 |
| 1993-04-01 | 18.3994581596 |
| 1993-05-01 | 18.3215513516 |
| 1993-06-01 | 18.4884001644 |
| 1993-07-01 | 19.0207163072 |
| 1993-08-01 | 18.6813630077 |
| 1993-09-01 | 18.6263368732 |
| 1993-10-01 | 18.8731253310 |
| 1993-11-01 | 19.0711975052 |
| 1993-12-01 | 18.9544383845 |
| 1994-01-01 | 18.2213415402 |
| 1994-02-01 | 18.4697606007 |
| 1994-03-01 | 18.6407106118 |
| 1994-04-01 | 18.5911952327 |
| 1994-05-01 | 18.7215667996 |
| 1994-06-01 | 18.8219372743 |
| 1994-07-01 | 18.7666214746 |
| 1994-08-01 | 18.8714191482 |
| 1994-09-01 | 19.0239089033 |
| 1994-10-01 | 18.9366600563 |
| 1994-11-01 | 19.1645954409 |
| 1994-12-01 | 19.2267545573 |
| 1995-01-01 | 19.2963840193 |
| 1995-02-01 | 19.6689649104 |
| 1995-03-01 | 19.6533643530 |
| 1995-04-01 | 19.5120449890 |
| 1995-05-01 | 19.6824339419 |
| 1995-06-01 | 19.6230927782 |
| 1995-07-01 | 19.6187300910 |
| 1995-08-01 | 19.7035800852 |
| 1995-09-01 | 19.6338598796 |
| 1995-10-01 | 19.9559690132 |
| 1995-11-01 | 20.0811150916 |
| 1995-12-01 | 20.2413727887 |
| 1996-01-01 | 20.6256631090 |
| 1996-02-01 | 20.6357827147 |
| 1996-03-01 | 20.5059070223 |
| 1996-04-01 | 20.8873216857 |
| 1996-05-01 | 20.7680917772 |
| 1996-06-01 | 20.6529259826 |
| 1996-07-01 | 21.0446372055 |
| 1996-08-01 | 21.1593763578 |
| 1996-09-01 | 21.2296376607 |
| 1996-10-01 | 20.8865556273 |
| 1996-11-01 | 20.8724601384 |
| 1996-12-01 | 21.0486848805 |
| 1997-01-01 | 20.6269483334 |
| 1997-02-01 | 20.8059967617 |
| 1997-03-01 | 21.0751600053 |
| 1997-04-01 | 21.2967261288 |
| 1997-05-01 | 21.3108747553 |
| 1997-06-01 | 20.8387343250 |
| 1997-07-01 | 20.9264892562 |
| 1997-08-01 | 20.9661978854 |
| 1997-09-01 | 21.2481816465 |
| 1997-10-01 | 21.5452909250 |
| 1997-11-01 | 21.5347801870 |
| 1997-12-01 | 21.4691693868 |
| 1998-01-01 | 21.9728282485 |
| 1998-02-01 | 21.9312477037 |
| 1998-03-01 | 22.0459071224 |
| 1998-04-01 | 22.2433620454 |
| 1998-05-01 | 22.2734552201 |
| 1998-06-01 | 23.1454858030 |
| 1998-07-01 | 22.4884467438 |
| 1998-08-01 | 22.4470350062 |
| 1998-09-01 | 22.4800447221 |
| 1998-10-01 | 22.3533872136 |
| 1998-11-01 | 22.5557835624 |
| 1998-12-01 | 22.6518699168 |
| 1999-01-01 | 22.5398757452 |
| 1999-02-01 | 22.4412720796 |
| 1999-03-01 | 22.4430383240 |
| 1999-04-01 | 22.6301843348 |
| 1999-05-01 | 22.7753703403 |
| 1999-06-01 | 22.8868087674 |
| 1999-07-01 | 23.1743473844 |
| 1999-08-01 | 23.2199700177 |
| 1999-09-01 | 23.2277320612 |
| 1999-10-01 | 23.6786531209 |
| 1999-11-01 | 23.7004624339 |
| 1999-12-01 | 23.7025318381 |
| 2000-01-01 | 24.0353098394 |
| 2000-02-01 | 25.1258753952 |
| 2000-03-01 | 24.9514840604 |
| 2000-04-01 | 25.0087573215 |
| 2000-05-01 | 25.0822834869 |
| 2000-06-01 | 25.0617061966 |
| 2000-07-01 | 25.1075068320 |
| 2000-08-01 | 25.3687399993 |
| 2000-09-01 | 25.7820422033 |
| 2000-10-01 | 25.6859434199 |
| 2000-11-01 | 25.8681405754 |
| 2000-12-01 | 26.2768974734 |
| 2001-01-01 | 25.9030663433 |
| 2001-02-01 | 26.0815387658 |
| 2001-03-01 | 26.2168492005 |
| 2001-04-01 | 25.8483101994 |
| 2001-05-01 | 26.0675015307 |
| 2001-06-01 | 25.4135318071 |
| 2001-07-01 | 26.0097962192 |
| 2001-08-01 | 26.5709384771 |
| 2001-09-01 | 27.7237201011 |
| 2001-10-01 | 27.1684318096 |
| 2001-11-01 | 27.2670766871 |
| 2001-12-01 | 27.0899472699 |
| 2002-01-01 | 26.8215487086 |
| 2002-02-01 | 26.5371638441 |
| 2002-03-01 | 26.2779230842 |
| 2002-04-01 | 26.4743206091 |
| 2002-05-01 | 27.2115795667 |
| 2002-06-01 | 26.3806163128 |
| 2002-07-01 | 28.4858952820 |
| 2002-08-01 | 28.4285304023 |
| 2002-09-01 | 28.6008072364 |
| 2002-10-01 | 28.6510136878 |
| 2002-11-01 | 28.5551291125 |
| 2002-12-01 | 27.9003730882 |
| 2003-01-01 | 29.4457807733 |
| 2003-02-01 | 29.7952688554 |
| 2003-03-01 | 29.9104802339 |
| 2003-04-01 | 30.2939280415 |
| 2003-05-01 | 30.1997866283 |
| 2003-06-01 | 30.7311714966 |
| 2003-07-01 | 30.6786890396 |
| 2003-08-01 | 30.3267353094 |
| 2003-09-01 | 30.0377163387 |
| 2003-10-01 | 29.8882611142 |
| 2003-11-01 | 30.2036971318 |
| 2003-12-01 | 29.2184117815 |
| 2004-01-01 | 31.3498503976 |
| 2004-02-01 | 30.6476771304 |
| 2004-03-01 | 30.7525284877 |
| 2004-04-01 | 30.4391383435 |
| 2004-05-01 | 30.5878853855 |
| 2004-06-01 | 31.8103129025 |
| 2004-07-01 | 30.4404937418 |
| 2004-08-01 | 30.3780379201 |
| 2004-09-01 | 30.3804406576 |
| 2004-10-01 | 30.6304044553 |
| 2004-11-01 | 30.7802691088 |
| 2004-12-01 | 30.9913559732 |
| 2005-01-01 | 31.4319911217 |
| 2005-02-01 | 31.8202233262 |
| 2005-03-01 | 31.7320213440 |
| 2005-04-01 | 31.1608521509 |
| 2005-05-01 | 31.0871373300 |
| 2005-06-01 | 31.3379421746 |
| 2005-07-01 | 32.0962679075 |
| 2005-08-01 | 32.0963023346 |
| 2005-09-01 | 32.2311401623 |
| 2005-10-01 | 31.9193105714 |
| 2005-11-01 | 31.9569967432 |
| 2005-12-01 | 32.2783350434 |
| 2006-01-01 | 32.3045243960 |
| 2006-02-01 | 32.1802818178 |
| 2006-03-01 | 32.4210135366 |
| 2006-04-01 | 33.2830749185 |
| 2006-05-01 | 33.5001023145 |
| 2006-06-01 | 34.8093235292 |
| 2006-07-01 | 33.8791624826 |
| 2006-08-01 | 34.2005386708 |
| 2006-09-01 | 33.8817513082 |
| 2006-10-01 | 34.7030235998 |
| 2006-11-01 | 34.9624183621 |
| 2006-12-01 | 35.2289933133 |
| 2007-01-01 | 35.2772425189 |
| 2007-02-01 | 35.3117008861 |
| 2007-03-01 | 35.7102068523 |
| 2007-04-01 | 36.3960304778 |
| 2007-05-01 | 37.1681272095 |
| 2007-06-01 | 37.9715480711 |
| 2007-07-01 | 36.6060013600 |
| 2007-08-01 | 36.7960822070 |
| 2007-09-01 | 36.6750924411 |
| 2007-10-01 | 36.6674502106 |
| 2007-11-01 | 36.8881600157 |
| 2007-12-01 | 36.6421503776 |
| 2008-01-01 | 37.1392521582 |
| 2008-02-01 | 37.0429099906 |
| 2008-03-01 | 37.3002812200 |
| 2008-04-01 | 36.9567713775 |
| 2008-05-01 | 36.3840372010 |
| 2008-06-01 | 37.2780642749 |
| 2008-07-01 | 37.2759522844 |
| 2008-08-01 | 36.2868929848 |
| 2008-09-01 | 37.4005496319 |
| 2008-10-01 | 37.7032876434 |
| 2008-11-01 | 37.4994684301 |
| 2008-12-01 | 37.7065088383 |
| 2009-01-01 | 37.8191488243 |
| 2009-02-01 | 38.2889694744 |
| 2009-03-01 | 38.1005209673 |
| 2009-04-01 | 37.7880965984 |
| 2009-05-01 | 38.0689007232 |
| 2009-06-01 | 36.8298960963 |
| 2009-07-01 | 37.7345933902 |
| 2009-08-01 | 37.3203335121 |
| 2009-09-01 | 37.5212839698 |
| 2009-10-01 | 37.4100661859 |
| 2009-11-01 | 37.8328780901 |
| 2009-12-01 | 38.3947840761 |
| 2010-01-01 | 37.5132892166 |
| 2010-02-01 | 37.8416061193 |
| 2010-03-01 | 38.2887456503 |
| 2010-04-01 | 38.9931846250 |
| 2010-05-01 | 39.2310418865 |
| 2010-06-01 | 39.3599003608 |
| 2010-07-01 | 39.5110937970 |
| 2010-08-01 | 40.4922044895 |
| 2010-09-01 | 40.2642572157 |
| 2010-10-01 | 41.1667853868 |
| 2010-11-01 | 41.1413452376 |
| 2010-12-01 | 41.0678425573 |
| 2011-01-01 | 41.6939560891 |
| 2011-02-01 | 41.2043291044 |
| 2011-03-01 | 41.2930213537 |
| 2011-04-01 | 42.3040499365 |
| 2011-05-01 | 41.5952754791 |
| 2011-06-01 | 42.0767019133 |
| 2011-07-01 | 42.5279078379 |
| 2011-08-01 | 42.4113297207 |
| 2011-09-01 | 42.3010547037 |
| 2011-10-01 | 41.5457529038 |
| 2011-11-01 | 41.6029360030 |
| 2011-12-01 | 41.8375797794 |
| 2012-01-01 | 41.7639204530 |
| 2012-02-01 | 42.6430096426 |
| 2012-03-01 | 42.1100079581 |
| 2012-04-01 | 41.7732575050 |
| 2012-05-01 | 41.7102565149 |
| 2012-06-01 | 41.4475825176 |
| 2012-07-01 | 41.1892836700 |
| 2012-08-01 | 40.8689699541 |
| 2012-09-01 | 42.0167821676 |
| 2012-10-01 | 41.4664180510 |
| 2012-11-01 | 41.5386521109 |
| 2012-12-01 | 41.3885251184 |
| 2013-01-01 | 42.0186898288 |
| 2013-02-01 | 42.4813608984 |
| 2013-03-01 | 41.9030639469 |
| 2013-04-01 | 41.8368171155 |
| 2013-05-01 | 42.3262171493 |
| 2013-06-01 | 42.1993770013 |
| 2013-07-01 | 42.0113848074 |
| 2013-08-01 | 41.9967692346 |
| 2013-09-01 | 42.3197857226 |
| 2013-10-01 | 42.0857506369 |
| 2013-11-01 | 42.0162203677 |
| 2013-12-01 | 41.8939183552 |
| 2014-01-01 | 41.4816157779 |
| 2014-02-01 | 41.5760737354 |
| 2014-03-01 | 41.2181830736 |
| 2014-04-01 | 41.1927899212 |
| 2014-05-01 | 41.2267359732 |
| 2014-06-01 | 41.2172190350 |
| 2014-07-01 | 41.2424443208 |
| 2014-08-01 | 41.6186919047 |
| 2014-09-01 | 41.8219531258 |
| 2014-10-01 | 41.8344729656 |
| 2014-11-01 | 41.7489110571 |
| 2014-12-01 | 41.9143041298 |
| 2015-01-01 | 41.6188076280 |
| 2015-02-01 | 41.9332882231 |
| 2015-03-01 | 42.2600839610 |
| 2015-04-01 | 41.5576351498 |
| 2015-05-01 | 42.3407468474 |
| 2015-06-01 | 42.4652332880 |
| 2015-07-01 | 42.7311645258 |
| 2015-08-01 | 42.7823977137 |
| 2015-09-01 | 42.8595360804 |
| 2015-10-01 | 43.1404386534 |
| 2015-11-01 | 43.3253496001 |
| 2015-12-01 | 43.3297888082 |
| 2016-01-01 | 44.0886457830 |
| 2016-02-01 | 43.8018887307 |
| 2016-03-01 | 43.8242943579 |
| 2016-04-01 | 44.1871837402 |
| 2016-05-01 | 44.1012105264 |
| 2016-06-01 | 44.7320491206 |
| 2016-07-01 | 44.8813075361 |
| 2016-08-01 | 45.3955190268 |
| 2016-09-01 | 44.6291440858 |
| 2016-10-01 | 44.3327318068 |
| 2016-11-01 | 44.4662113292 |
| 2016-12-01 | 44.7343208989 |
| 2017-01-01 | 44.3041460481 |
| 2017-02-01 | 44.6584630957 |
| 2017-03-01 | 44.8655350546 |
| 2017-04-01 | 45.1496626291 |
| 2017-05-01 | 45.5880135757 |
| 2017-06-01 | 46.7087301705 |
| 2017-07-01 | 46.1309728469 |
| 2017-08-01 | 46.6262993291 |
| 2017-09-01 | 46.1320224203 |
| 2017-10-01 | 46.0981436640 |
| 2017-11-01 | 46.2708323086 |
| 2017-12-01 | 46.4767650813 |
| 2018-01-01 | 46.8804636677 |
| 2018-02-01 | 46.6111885876 |
| 2018-03-01 | 46.9533856987 |
| 2018-04-01 | 46.7477961935 |
| 2018-05-01 | 46.5680049484 |
| 2018-06-01 | 46.2363606664 |
| 2018-07-01 | 45.7459169667 |
| 2018-08-01 | 45.8667615523 |
| 2018-09-01 | 46.1891382030 |
| 2018-10-01 | 46.0229399264 |
| 2018-11-01 | 46.0798727478 |
| 2018-12-01 | 45.9722811545 |
| 2019-01-01 | 45.8024852904 |
| 2019-02-01 | 45.7087122887 |
| 2019-03-01 | 45.6641435737 |
| 2019-04-01 | 46.3078927909 |
| 2019-05-01 | 46.4701592559 |
| 2019-06-01 | 46.7411167511 |
| 2019-07-01 | 46.7338041844 |
| 2019-08-01 | 46.9895459651 |
| 2019-09-01 | 47.2166252254 |
| 2019-10-01 | 47.8273100595 |
| 2019-11-01 | 47.5952068170 |
| 2019-12-01 | 47.5758519641 |
| 2020-01-01 | 47.6003516451 |
| 2020-02-01 | 47.9128008178 |
| 2020-03-01 | 47.5842516681 |
| 2020-04-01 | 40.5172008892 |
| 2020-05-01 | 40.6910038728 |
| 2020-06-01 | 40.7702811302 |
| 2020-07-01 | 41.3678905194 |
| 2020-08-01 | 41.6897274303 |
| 2020-09-01 | 42.2055425697 |
| 2020-10-01 | 43.2023323423 |
| 2020-11-01 | 43.4160791711 |
| 2020-12-01 | 41.8910616945 |
| 2021-01-01 | 43.2001853687 |
| 2021-02-01 | 43.7124112425 |
| 2021-03-01 | 43.9910462733 |
| 2021-04-01 | 44.1116327325 |
| 2021-05-01 | 44.1538825552 |
| 2021-06-01 | 43.7115967555 |
| 2021-07-01 | 44.7086536998 |
| 2021-08-01 | 44.7826390267 |
| 2021-09-01 | 44.4677889515 |
| 2021-10-01 | 45.4142063960 |
| 2021-11-01 | 45.5279126700 |
| 2021-12-01 | 45.5493428991 |
| 2022-01-01 | 45.9347759343 |
| 2022-02-01 | 45.5405256759 |
| 2022-03-01 | 45.7733100987 |
| 2022-04-01 | 45.7329001580 |
| 2022-05-01 | 45.8505171986 |
| 2022-06-01 | 45.1661517144 |
| 2022-07-01 | 46.0082161073 |
| 2022-08-01 | 45.9756148837 |
| 2022-09-01 | 45.8782226594 |
| 2022-10-01 | 45.9850106077 |
| 2022-11-01 | 46.1904440125 |
| 2022-12-01 | 46.1807977003 |
| 2023-01-01 | 46.3415711041 |
| 2023-02-01 | 46.5607727369 |
| 2023-03-01 | 46.5843785854 |
| 2023-04-01 | 46.6450415651 |
| 2023-05-01 | 46.5823848687 |
| 2023-06-01 | 46.6502308183 |
| 2023-07-01 | 46.7691171445 |
| 2023-08-01 | 46.9139123895 |
| 2023-09-01 | 47.0222457968 |
| 2023-10-01 | 46.8223353467 |
| 2023-11-01 | 46.9292236053 |
| 2023-12-01 | 47.0430425252 |
| 2024-01-01 | 47.0900244266 |
| 2024-02-01 | 47.2576180676 |
| 2024-03-01 | 47.4250997092 |
| 2024-04-01 | 47.2871429970 |
| 2024-05-01 | 47.3676285586 |
| 2024-06-01 | 47.3146056980 |
| 2024-07-01 | 47.2480117014 |
| 2024-08-01 | 47.3688099322 |
| 2024-09-01 | 47.4333762923 |
| 2024-10-01 | 47.8193641702 |
| 2024-11-01 | 47.9974260611 |
| 2024-12-01 | 47.8721396431 |
| 2025-01-01 | 48.1788971886 |
| 2025-02-01 | 48.2635485638 |
| 2025-03-01 | 48.3381360929 |
| 2025-04-01 | 48.2845420641 |
| 2025-05-01 | 48.3125784925 |
| 2025-06-01 | 48.0599453343 |
| 2025-07-01 | 47.8624952585 |
| 2025-08-01 | 47.8382737190 |
| 2025-09-01 | 47.8359645287 |
| 2025-10-01 | 47.6666718217 |
| 2025-11-01 | 47.4825247408 |
| 2025-12-01 | 48.2764355782 |
| 2026-01-01 | 47.9364121678 |
| 2026-02-01 | 48.0690073796 |
| 2026-03-01 | 48.2034507477 |
| 2026-04-01 | 48.4873088338 |
| 2026-05-01 | 48.7228228377 |
| 2026-06-01 | 51.5246149362 |
| 2026-07-01 | 51.1707263869 |
| 2026-08-01 | 50.8208986964 |