Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Minnesota
| Title | All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Minnesota |
|---|---|
| Series ID | SMU27000006561130001SA |
| 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 10:09 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 | 21.2833994432 |
| 1990-02-01 | 19.8413885621 |
| 1990-03-01 | 20.0589071406 |
| 1990-04-01 | 20.3041229000 |
| 1990-05-01 | 20.3862244809 |
| 1990-06-01 | 20.5981240557 |
| 1990-07-01 | 20.7881450149 |
| 1990-08-01 | 20.9890617363 |
| 1990-09-01 | 20.9757539650 |
| 1990-10-01 | 21.0206312821 |
| 1990-11-01 | 21.0613658565 |
| 1990-12-01 | 21.1774386685 |
| 1991-01-01 | 21.1106739442 |
| 1991-02-01 | 21.1613447622 |
| 1991-03-01 | 21.2442940895 |
| 1991-04-01 | 21.1833893731 |
| 1991-05-01 | 21.1401081319 |
| 1991-06-01 | 21.4466532089 |
| 1991-07-01 | 21.2835503603 |
| 1991-08-01 | 21.3024027987 |
| 1991-09-01 | 21.4925634528 |
| 1991-10-01 | 21.4022821357 |
| 1991-11-01 | 21.4178553970 |
| 1991-12-01 | 21.4750308901 |
| 1992-01-01 | 21.9689546621 |
| 1992-02-01 | 21.6905667911 |
| 1992-03-01 | 21.7387585655 |
| 1992-04-01 | 21.6458762577 |
| 1992-05-01 | 21.8702857627 |
| 1992-06-01 | 21.5180797632 |
| 1992-07-01 | 21.5791703488 |
| 1992-08-01 | 21.5020381026 |
| 1992-09-01 | 21.4209950071 |
| 1992-10-01 | 21.5808611916 |
| 1992-11-01 | 21.5562780312 |
| 1992-12-01 | 21.5518800972 |
| 1993-01-01 | 21.6484359053 |
| 1993-02-01 | 21.5295260851 |
| 1993-03-01 | 21.5533260782 |
| 1993-04-01 | 21.7192129572 |
| 1993-05-01 | 21.7413784273 |
| 1993-06-01 | 21.6349356608 |
| 1993-07-01 | 21.8529466921 |
| 1993-08-01 | 21.8864349858 |
| 1993-09-01 | 21.9370014820 |
| 1993-10-01 | 21.9907039656 |
| 1993-11-01 | 22.1035227229 |
| 1993-12-01 | 22.0277430795 |
| 1994-01-01 | 21.9499341358 |
| 1994-02-01 | 22.0359377516 |
| 1994-03-01 | 22.0588419297 |
| 1994-04-01 | 22.1157552643 |
| 1994-05-01 | 22.0819329181 |
| 1994-06-01 | 21.9730812856 |
| 1994-07-01 | 21.6927276817 |
| 1994-08-01 | 22.0640429087 |
| 1994-09-01 | 22.2814724649 |
| 1994-10-01 | 22.0993032509 |
| 1994-11-01 | 22.0906886746 |
| 1994-12-01 | 22.2187116758 |
| 1995-01-01 | 22.2398394469 |
| 1995-02-01 | 22.2220896488 |
| 1995-03-01 | 22.2459984115 |
| 1995-04-01 | 22.2073069752 |
| 1995-05-01 | 22.4754916129 |
| 1995-06-01 | 22.5421678730 |
| 1995-07-01 | 22.6327076063 |
| 1995-08-01 | 22.9814833378 |
| 1995-09-01 | 22.6311908340 |
| 1995-10-01 | 22.4804265506 |
| 1995-11-01 | 22.5794193238 |
| 1995-12-01 | 22.6766927643 |
| 1996-01-01 | 22.6162622963 |
| 1996-02-01 | 22.7022907304 |
| 1996-03-01 | 22.6932093904 |
| 1996-04-01 | 22.6751171839 |
| 1996-05-01 | 22.5144299929 |
| 1996-06-01 | 22.8773618786 |
| 1996-07-01 | 22.9924790634 |
| 1996-08-01 | 22.8148970030 |
| 1996-09-01 | 22.6944419678 |
| 1996-10-01 | 22.9512108713 |
| 1996-11-01 | 22.9688009293 |
| 1996-12-01 | 23.0412409769 |
| 1997-01-01 | 23.0700553943 |
| 1997-02-01 | 23.1869824278 |
| 1997-03-01 | 23.1357087972 |
| 1997-04-01 | 23.2892772909 |
| 1997-05-01 | 22.9317458930 |
| 1997-06-01 | 23.3419362240 |
| 1997-07-01 | 22.8386096585 |
| 1997-08-01 | 22.9687079655 |
| 1997-09-01 | 23.2460177435 |
| 1997-10-01 | 23.4514991535 |
| 1997-11-01 | 23.3540552859 |
| 1997-12-01 | 23.0863841747 |
| 1998-01-01 | 23.3662905444 |
| 1998-02-01 | 22.9789435075 |
| 1998-03-01 | 23.0203928768 |
| 1998-04-01 | 22.9016649422 |
| 1998-05-01 | 22.5267740233 |
| 1998-06-01 | 23.1937615045 |
| 1998-07-01 | 23.3134987400 |
| 1998-08-01 | 23.3024533692 |
| 1998-09-01 | 22.9092696772 |
| 1998-10-01 | 22.2275747298 |
| 1998-11-01 | 22.1857263207 |
| 1998-12-01 | 22.1177996437 |
| 1999-01-01 | 21.9312986312 |
| 1999-02-01 | 21.4642051278 |
| 1999-03-01 | 21.1468698614 |
| 1999-04-01 | 21.8242108364 |
| 1999-05-01 | 21.9019120966 |
| 1999-06-01 | 22.9295617283 |
| 1999-07-01 | 23.3656792715 |
| 1999-08-01 | 23.4130971254 |
| 1999-09-01 | 23.3928455316 |
| 1999-10-01 | 22.7967967040 |
| 1999-11-01 | 22.8558067228 |
| 1999-12-01 | 23.0653892686 |
| 2000-01-01 | 24.5711183574 |
| 2000-02-01 | 23.3868798795 |
| 2000-03-01 | 23.4018628071 |
| 2000-04-01 | 22.6188716695 |
| 2000-05-01 | 23.4127863543 |
| 2000-06-01 | 27.1699674959 |
| 2000-07-01 | 27.5354950105 |
| 2000-08-01 | 27.8406378212 |
| 2000-09-01 | 26.0425887618 |
| 2000-10-01 | 22.7669982363 |
| 2000-11-01 | 22.7524929506 |
| 2000-12-01 | 23.8816734591 |
| 2001-01-01 | 22.4589658804 |
| 2001-02-01 | 21.9965689896 |
| 2001-03-01 | 22.2419340317 |
| 2001-04-01 | 22.3605195708 |
| 2001-05-01 | 23.9963385201 |
| 2001-06-01 | 22.0075031096 |
| 2001-07-01 | 21.6563085414 |
| 2001-08-01 | 21.6885799620 |
| 2001-09-01 | 24.0406235137 |
| 2001-10-01 | 25.1974662892 |
| 2001-11-01 | 25.3570942277 |
| 2001-12-01 | 25.5348505103 |
| 2002-01-01 | 24.8624900835 |
| 2002-02-01 | 25.2332543304 |
| 2002-03-01 | 24.8939530728 |
| 2002-04-01 | 25.0196523320 |
| 2002-05-01 | 26.6461557857 |
| 2002-06-01 | 24.0136718257 |
| 2002-07-01 | 23.1917737164 |
| 2002-08-01 | 22.7506929188 |
| 2002-09-01 | 23.6533568382 |
| 2002-10-01 | 23.8421589832 |
| 2002-11-01 | 23.6744411177 |
| 2002-12-01 | 23.6357733695 |
| 2003-01-01 | 23.9171601881 |
| 2003-02-01 | 24.6665930651 |
| 2003-03-01 | 24.8321069713 |
| 2003-04-01 | 24.8448668984 |
| 2003-05-01 | 25.8186405212 |
| 2003-06-01 | 23.8542879067 |
| 2003-07-01 | 23.6094575650 |
| 2003-08-01 | 23.4532084808 |
| 2003-09-01 | 25.2915829604 |
| 2003-10-01 | 24.1222538900 |
| 2003-11-01 | 24.3492253292 |
| 2003-12-01 | 23.8498125284 |
| 2004-01-01 | 24.4950662205 |
| 2004-02-01 | 23.8411039579 |
| 2004-03-01 | 23.7809917750 |
| 2004-04-01 | 23.2248123485 |
| 2004-05-01 | 24.0381467070 |
| 2004-06-01 | 23.7945335783 |
| 2004-07-01 | 24.4001656127 |
| 2004-08-01 | 24.4524445599 |
| 2004-09-01 | 24.4064139718 |
| 2004-10-01 | 24.5433127916 |
| 2004-11-01 | 24.6337202529 |
| 2004-12-01 | 26.0765735626 |
| 2005-01-01 | 24.5051615800 |
| 2005-02-01 | 25.0771581878 |
| 2005-03-01 | 24.9640898614 |
| 2005-04-01 | 25.3851960514 |
| 2005-05-01 | 25.6733063730 |
| 2005-06-01 | 26.0196180813 |
| 2005-07-01 | 26.3803944998 |
| 2005-08-01 | 26.2754676950 |
| 2005-09-01 | 26.0045156308 |
| 2005-10-01 | 25.4523423176 |
| 2005-11-01 | 25.2665605730 |
| 2005-12-01 | 26.0600560210 |
| 2006-01-01 | 25.2083417196 |
| 2006-02-01 | 24.9264474796 |
| 2006-03-01 | 25.0405569834 |
| 2006-04-01 | 24.3177691050 |
| 2006-05-01 | 25.0283185147 |
| 2006-06-01 | 25.4516084949 |
| 2006-07-01 | 25.2442308022 |
| 2006-08-01 | 26.3424601654 |
| 2006-09-01 | 25.4989986345 |
| 2006-10-01 | 25.7786043563 |
| 2006-11-01 | 26.0052057243 |
| 2006-12-01 | 26.5831884877 |
| 2007-01-01 | 26.5141794314 |
| 2007-02-01 | 26.3259334011 |
| 2007-03-01 | 26.5745257202 |
| 2007-04-01 | 26.9315692749 |
| 2007-05-01 | 28.4395430755 |
| 2007-06-01 | 28.5496556037 |
| 2007-07-01 | 28.2644541049 |
| 2007-08-01 | 28.6238710355 |
| 2007-09-01 | 28.9660104159 |
| 2007-10-01 | 28.9894132327 |
| 2007-11-01 | 29.0221575920 |
| 2007-12-01 | 28.3751735908 |
| 2008-01-01 | 28.8770615096 |
| 2008-02-01 | 28.5528087697 |
| 2008-03-01 | 28.3647263206 |
| 2008-04-01 | 28.2257277663 |
| 2008-05-01 | 28.0894101536 |
| 2008-06-01 | 28.9560485955 |
| 2008-07-01 | 28.6394817022 |
| 2008-08-01 | 28.6808634354 |
| 2008-09-01 | 28.3361887761 |
| 2008-10-01 | 28.8508464157 |
| 2008-11-01 | 28.9484240561 |
| 2008-12-01 | 29.3355783994 |
| 2009-01-01 | 29.2002607318 |
| 2009-02-01 | 29.2046600871 |
| 2009-03-01 | 29.2513362485 |
| 2009-04-01 | 29.3097466373 |
| 2009-05-01 | 29.6801897238 |
| 2009-06-01 | 27.4829534187 |
| 2009-07-01 | 28.7965311000 |
| 2009-08-01 | 30.1343272292 |
| 2009-09-01 | 26.8563896846 |
| 2009-10-01 | 28.2467569539 |
| 2009-11-01 | 28.5157192637 |
| 2009-12-01 | 29.3192813075 |
| 2010-01-01 | 28.7736695193 |
| 2010-02-01 | 29.3705218840 |
| 2010-03-01 | 29.8506602484 |
| 2010-04-01 | 29.6752843164 |
| 2010-05-01 | 29.2410937945 |
| 2010-06-01 | 29.7363200721 |
| 2010-07-01 | 30.0157765138 |
| 2010-08-01 | 30.8206961870 |
| 2010-09-01 | 29.6576809968 |
| 2010-10-01 | 30.2284766745 |
| 2010-11-01 | 30.0273743986 |
| 2010-12-01 | 29.2789922473 |
| 2011-01-01 | 31.1821016192 |
| 2011-02-01 | 29.3469136044 |
| 2011-03-01 | 29.6987695183 |
| 2011-04-01 | 29.9269685151 |
| 2011-05-01 | 30.4935730499 |
| 2011-06-01 | 31.6074662261 |
| 2011-07-01 | 30.6379165404 |
| 2011-08-01 | 30.4111020468 |
| 2011-09-01 | 30.5117393511 |
| 2011-10-01 | 29.7249831511 |
| 2011-11-01 | 29.5318087423 |
| 2011-12-01 | 29.4278977034 |
| 2012-01-01 | 29.5061476059 |
| 2012-02-01 | 29.4330413639 |
| 2012-03-01 | 29.1457232796 |
| 2012-04-01 | 29.3498123368 |
| 2012-05-01 | 29.2992216289 |
| 2012-06-01 | 29.1054656518 |
| 2012-07-01 | 29.2548581816 |
| 2012-08-01 | 29.9750899789 |
| 2012-09-01 | 30.6443475295 |
| 2012-10-01 | 29.6236955375 |
| 2012-11-01 | 29.6365130433 |
| 2012-12-01 | 29.5258320508 |
| 2013-01-01 | 29.6269149787 |
| 2013-02-01 | 29.4875366405 |
| 2013-03-01 | 29.3737859112 |
| 2013-04-01 | 29.7527003424 |
| 2013-05-01 | 29.6267827175 |
| 2013-06-01 | 29.3431794732 |
| 2013-07-01 | 29.3206632218 |
| 2013-08-01 | 29.2928082068 |
| 2013-09-01 | 30.5254551331 |
| 2013-10-01 | 29.9573151709 |
| 2013-11-01 | 29.9511851866 |
| 2013-12-01 | 29.9993089223 |
| 2014-01-01 | 29.8953101958 |
| 2014-02-01 | 29.9127320081 |
| 2014-03-01 | 29.7417060214 |
| 2014-04-01 | 29.1322794410 |
| 2014-05-01 | 29.2341690565 |
| 2014-06-01 | 29.2370391926 |
| 2014-07-01 | 29.2163269720 |
| 2014-08-01 | 29.2173524481 |
| 2014-09-01 | 29.6111684279 |
| 2014-10-01 | 29.4347475235 |
| 2014-11-01 | 29.4687968964 |
| 2014-12-01 | 29.4009089421 |
| 2015-01-01 | 29.2767634668 |
| 2015-02-01 | 29.4200133273 |
| 2015-03-01 | 29.3446752949 |
| 2015-04-01 | 28.6392038598 |
| 2015-05-01 | 28.9257147912 |
| 2015-06-01 | 29.0795160983 |
| 2015-07-01 | 28.9779698174 |
| 2015-08-01 | 28.8725463521 |
| 2015-09-01 | 28.9105038743 |
| 2015-10-01 | 28.9132472674 |
| 2015-11-01 | 28.7455523364 |
| 2015-12-01 | 28.6150046592 |
| 2016-01-01 | 28.8973791391 |
| 2016-02-01 | 28.6181632497 |
| 2016-03-01 | 28.4659674979 |
| 2016-04-01 | 28.5914690512 |
| 2016-05-01 | 28.6862302131 |
| 2016-06-01 | 28.5569722946 |
| 2016-07-01 | 29.0334164391 |
| 2016-08-01 | 28.7659596676 |
| 2016-09-01 | 28.9518940373 |
| 2016-10-01 | 28.3687461663 |
| 2016-11-01 | 28.2982904780 |
| 2016-12-01 | 28.3871651047 |
| 2017-01-01 | 28.2776001866 |
| 2017-02-01 | 28.2964435985 |
| 2017-03-01 | 28.0364212844 |
| 2017-04-01 | 28.5924691942 |
| 2017-05-01 | 28.7001663174 |
| 2017-06-01 | 28.8085310414 |
| 2017-07-01 | 28.9856316062 |
| 2017-08-01 | 29.0521789158 |
| 2017-09-01 | 29.2313619758 |
| 2017-10-01 | 29.0959822796 |
| 2017-11-01 | 29.0550763401 |
| 2017-12-01 | 29.1288978264 |
| 2018-01-01 | 29.1378121236 |
| 2018-02-01 | 29.1491132185 |
| 2018-03-01 | 29.0355196133 |
| 2018-04-01 | 29.7571861801 |
| 2018-05-01 | 29.7994392262 |
| 2018-06-01 | 30.0139202129 |
| 2018-07-01 | 29.8506452151 |
| 2018-08-01 | 29.6820112929 |
| 2018-09-01 | 29.7111213609 |
| 2018-10-01 | 29.5871836428 |
| 2018-11-01 | 29.5385884685 |
| 2018-12-01 | 29.5568781548 |
| 2019-01-01 | 29.4502109610 |
| 2019-02-01 | 29.2692889986 |
| 2019-03-01 | 29.0700343372 |
| 2019-04-01 | 29.1189323077 |
| 2019-05-01 | 29.0255779521 |
| 2019-06-01 | 29.3072334547 |
| 2019-07-01 | 29.4586644100 |
| 2019-08-01 | 29.5643422999 |
| 2019-09-01 | 29.8246892518 |
| 2019-10-01 | 30.6337305800 |
| 2019-11-01 | 30.3259924459 |
| 2019-12-01 | 30.2209969783 |
| 2020-01-01 | 30.0158591039 |
| 2020-02-01 | 30.1541134728 |
| 2020-03-01 | 29.9855312690 |
| 2020-04-01 | 27.7836029109 |
| 2020-05-01 | 27.4461854953 |
| 2020-06-01 | 26.9301188646 |
| 2020-07-01 | 26.9156757874 |
| 2020-08-01 | 27.0107239453 |
| 2020-09-01 | 26.6063136776 |
| 2020-10-01 | 27.3195606977 |
| 2020-11-01 | 27.3118435603 |
| 2020-12-01 | 27.2137604713 |
| 2021-01-01 | 27.3262913887 |
| 2021-02-01 | 27.3998674770 |
| 2021-03-01 | 27.5422456892 |
| 2021-04-01 | 27.5262074955 |
| 2021-05-01 | 27.6148781594 |
| 2021-06-01 | 27.3514759508 |
| 2021-07-01 | 27.3670814647 |
| 2021-08-01 | 27.3193534615 |
| 2021-09-01 | 27.3196083032 |
| 2021-10-01 | 27.4767156406 |
| 2021-11-01 | 27.4036077544 |
| 2021-12-01 | 27.5022214459 |
| 2022-01-01 | 28.0473481648 |
| 2022-02-01 | 27.6499705539 |
| 2022-03-01 | 27.5867968243 |
| 2022-04-01 | 27.2643265550 |
| 2022-05-01 | 27.2135187345 |
| 2022-06-01 | 27.1257906462 |
| 2022-07-01 | 27.3330797790 |
| 2022-08-01 | 27.2442780738 |
| 2022-09-01 | 27.2239529943 |
| 2022-10-01 | 26.9748318045 |
| 2022-11-01 | 27.0281750676 |
| 2022-12-01 | 26.8947738011 |
| 2023-01-01 | 27.0014465740 |
| 2023-02-01 | 26.9093562604 |
| 2023-03-01 | 26.8434770656 |
| 2023-04-01 | 26.7166389702 |
| 2023-05-01 | 26.5824591059 |
| 2023-06-01 | 27.0098506862 |
| 2023-07-01 | 26.6512842832 |
| 2023-08-01 | 26.7369452009 |
| 2023-09-01 | 26.8644426796 |
| 2023-10-01 | 26.6000057386 |
| 2023-11-01 | 26.4677698755 |
| 2023-12-01 | 26.5588570364 |
| 2024-01-01 | 26.5219275409 |
| 2024-02-01 | 26.4211707390 |
| 2024-03-01 | 26.4584254197 |
| 2024-04-01 | 26.3587895886 |
| 2024-05-01 | 26.3959234326 |
| 2024-06-01 | 26.4902359349 |
| 2024-07-01 | 26.3348289068 |
| 2024-08-01 | 26.3433995329 |
| 2024-09-01 | 26.2653222688 |
| 2024-10-01 | 26.6391173623 |
| 2024-11-01 | 26.5879305339 |
| 2024-12-01 | 26.4403569406 |
| 2025-01-01 | 26.3678836353 |
| 2025-02-01 | 26.4322659550 |
| 2025-03-01 | 26.3834826665 |
| 2025-04-01 | 26.3208821909 |
| 2025-05-01 | 26.2804290385 |
| 2025-06-01 | 26.0046666267 |
| 2025-07-01 | 26.2165057138 |
| 2025-08-01 | 26.1877960132 |
| 2025-09-01 | 26.0592773212 |
| 2025-10-01 | 25.8976408853 |
| 2025-11-01 | 24.8326564684 |
| 2025-12-01 | 26.2141453327 |
| 2026-01-01 | 27.1908793673 |
| 2026-02-01 | 26.3021535314 |
| 2026-03-01 | 26.3720126325 |
| 2026-04-01 | 26.5757023789 |
| 2026-05-01 | 27.4044445208 |
| 2026-06-01 | 31.4289345828 |
| 2026-07-01 | 29.9342144981 |
| 2026-08-01 | 29.9030678388 |
| 2026-09-01 | 25.9303524869 |