Table Data - All Employees: Education and Health Services: Private Education and Health Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA) |
|---|---|
| Series ID | MINN427EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-04-01 |
| Last Updated | 2026-05-26 2:57 PM 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 | 140.039691831543 |
| 1990-02-01 | 140.645223701677 |
| 1990-03-01 | 140.523474958269 |
| 1990-04-01 | 140.901661006151 |
| 1990-05-01 | 141.310075704111 |
| 1990-06-01 | 141.573379151275 |
| 1990-07-01 | 141.961315420341 |
| 1990-08-01 | 143.206727301068 |
| 1990-09-01 | 143.861421600611 |
| 1990-10-01 | 144.498952973095 |
| 1990-11-01 | 144.614499619499 |
| 1990-12-01 | 144.763048749830 |
| 1991-01-01 | 145.257049950072 |
| 1991-02-01 | 144.953369907168 |
| 1991-03-01 | 145.477224134486 |
| 1991-04-01 | 145.224362696409 |
| 1991-05-01 | 145.539486084262 |
| 1991-06-01 | 146.184297192300 |
| 1991-07-01 | 146.351532099805 |
| 1991-08-01 | 146.786821691548 |
| 1991-09-01 | 146.972257011407 |
| 1991-10-01 | 148.001691554075 |
| 1991-11-01 | 147.822162048507 |
| 1991-12-01 | 148.177964865268 |
| 1992-01-01 | 151.184688781109 |
| 1992-02-01 | 151.449373182657 |
| 1992-03-01 | 151.771935148369 |
| 1992-04-01 | 151.973860187991 |
| 1992-05-01 | 152.406301885244 |
| 1992-06-01 | 152.388557841600 |
| 1992-07-01 | 153.065117842936 |
| 1992-08-01 | 153.126024988187 |
| 1992-09-01 | 153.588831269446 |
| 1992-10-01 | 153.950892296079 |
| 1992-11-01 | 154.432466123775 |
| 1992-12-01 | 155.202937649114 |
| 1993-01-01 | 155.205628211830 |
| 1993-02-01 | 155.481673520581 |
| 1993-03-01 | 155.448761837606 |
| 1993-04-01 | 156.427099820842 |
| 1993-05-01 | 156.446549919263 |
| 1993-06-01 | 157.138735886004 |
| 1993-07-01 | 157.679140064140 |
| 1993-08-01 | 157.623323148921 |
| 1993-09-01 | 157.657981565257 |
| 1993-10-01 | 158.474494251655 |
| 1993-11-01 | 158.805399817554 |
| 1993-12-01 | 158.943894124730 |
| 1994-01-01 | 158.403749005748 |
| 1994-02-01 | 158.668233146529 |
| 1994-03-01 | 159.341424630125 |
| 1994-04-01 | 159.462807979823 |
| 1994-05-01 | 159.708443705971 |
| 1994-06-01 | 159.674074998872 |
| 1994-07-01 | 159.024791824763 |
| 1994-08-01 | 159.356163169087 |
| 1994-09-01 | 160.435051130153 |
| 1994-10-01 | 159.100084344843 |
| 1994-11-01 | 159.968297712354 |
| 1994-12-01 | 160.397725056362 |
| 1995-01-01 | 161.540105201218 |
| 1995-02-01 | 162.054591734738 |
| 1995-03-01 | 162.648468435392 |
| 1995-04-01 | 163.070453535628 |
| 1995-05-01 | 163.401760750294 |
| 1995-06-01 | 163.523448543416 |
| 1995-07-01 | 164.801336730918 |
| 1995-08-01 | 165.376813298669 |
| 1995-09-01 | 165.869191084510 |
| 1995-10-01 | 165.889233564404 |
| 1995-11-01 | 166.263304691621 |
| 1995-12-01 | 166.623775641018 |
| 1996-01-01 | 167.613664029261 |
| 1996-02-01 | 167.993143606467 |
| 1996-03-01 | 168.723437349145 |
| 1996-04-01 | 167.703034523640 |
| 1996-05-01 | 168.288091678731 |
| 1996-06-01 | 168.760962738859 |
| 1996-07-01 | 168.072452632553 |
| 1996-08-01 | 168.617528344761 |
| 1996-09-01 | 168.928795770766 |
| 1996-10-01 | 168.127635852881 |
| 1996-11-01 | 169.046657601620 |
| 1996-12-01 | 169.374577367543 |
| 1997-01-01 | 171.897212111155 |
| 1997-02-01 | 171.997676524165 |
| 1997-03-01 | 172.478373957712 |
| 1997-04-01 | 173.639823902429 |
| 1997-05-01 | 173.949326471668 |
| 1997-06-01 | 173.789706901036 |
| 1997-07-01 | 174.308040186014 |
| 1997-08-01 | 174.425975729337 |
| 1997-09-01 | 174.558956445240 |
| 1997-10-01 | 175.659217105003 |
| 1997-11-01 | 175.268314067442 |
| 1997-12-01 | 175.886348235295 |
| 1998-01-01 | 175.656716861187 |
| 1998-02-01 | 175.875653497640 |
| 1998-03-01 | 176.803779374500 |
| 1998-04-01 | 176.732219192936 |
| 1998-05-01 | 177.481064999225 |
| 1998-06-01 | 178.549841747680 |
| 1998-07-01 | 175.993042052831 |
| 1998-08-01 | 176.351607168146 |
| 1998-09-01 | 177.060685590490 |
| 1998-10-01 | 177.091221247656 |
| 1998-11-01 | 177.729832004879 |
| 1998-12-01 | 178.312933302576 |
| 1999-01-01 | 177.034377061265 |
| 1999-02-01 | 176.296607970281 |
| 1999-03-01 | 177.324597607003 |
| 1999-04-01 | 178.929217834725 |
| 1999-05-01 | 179.129333843642 |
| 1999-06-01 | 179.890853838865 |
| 1999-07-01 | 181.118199787808 |
| 1999-08-01 | 181.823026488733 |
| 1999-09-01 | 182.171987484495 |
| 1999-10-01 | 184.225706539310 |
| 1999-11-01 | 184.339870122405 |
| 1999-12-01 | 185.293090289724 |
| 2000-01-01 | 185.487038941355 |
| 2000-02-01 | 186.677149182500 |
| 2000-03-01 | 187.181406675399 |
| 2000-04-01 | 187.549620727664 |
| 2000-05-01 | 187.774219983835 |
| 2000-06-01 | 188.056565248624 |
| 2000-07-01 | 188.179376601286 |
| 2000-08-01 | 188.831691085751 |
| 2000-09-01 | 190.202860211367 |
| 2000-10-01 | 190.584526057598 |
| 2000-11-01 | 191.052789137911 |
| 2000-12-01 | 192.622403772237 |
| 2001-01-01 | 190.744768966480 |
| 2001-02-01 | 190.888663048685 |
| 2001-03-01 | 192.038624733669 |
| 2001-04-01 | 191.872365019961 |
| 2001-05-01 | 192.772207841791 |
| 2001-06-01 | 192.860298170298 |
| 2001-07-01 | 193.256442743417 |
| 2001-08-01 | 194.138471666028 |
| 2001-09-01 | 195.588874575081 |
| 2001-10-01 | 196.773302429071 |
| 2001-11-01 | 197.703378811691 |
| 2001-12-01 | 198.620221355887 |
| 2002-01-01 | 199.173189039000 |
| 2002-02-01 | 199.740573857637 |
| 2002-03-01 | 200.056534295343 |
| 2002-04-01 | 200.571693059001 |
| 2002-05-01 | 201.547045767772 |
| 2002-06-01 | 201.856122477009 |
| 2002-07-01 | 204.051745873038 |
| 2002-08-01 | 204.952124488736 |
| 2002-09-01 | 205.869016575789 |
| 2002-10-01 | 206.522990355131 |
| 2002-11-01 | 207.306630531984 |
| 2002-12-01 | 208.026786271353 |
| 2003-01-01 | 210.078684146042 |
| 2003-02-01 | 211.800213937585 |
| 2003-03-01 | 212.086444681060 |
| 2003-04-01 | 212.235263385061 |
| 2003-05-01 | 212.700773827136 |
| 2003-06-01 | 213.724239707527 |
| 2003-07-01 | 213.738080680235 |
| 2003-08-01 | 213.943448872661 |
| 2003-09-01 | 213.456810908077 |
| 2003-10-01 | 213.788161178760 |
| 2003-11-01 | 214.322958990861 |
| 2003-12-01 | 214.207736288254 |
| 2004-01-01 | 215.352724309627 |
| 2004-02-01 | 215.465755066077 |
| 2004-03-01 | 215.874139642055 |
| 2004-04-01 | 216.946275954731 |
| 2004-05-01 | 217.322332893200 |
| 2004-06-01 | 218.751719693801 |
| 2004-07-01 | 217.243050811889 |
| 2004-08-01 | 217.293715028739 |
| 2004-09-01 | 217.753844075916 |
| 2004-10-01 | 219.106290441006 |
| 2004-11-01 | 219.161170930113 |
| 2004-12-01 | 220.572110740587 |
| 2005-01-01 | 220.682681229456 |
| 2005-02-01 | 222.264733527167 |
| 2005-03-01 | 222.760691654016 |
| 2005-04-01 | 222.848124533752 |
| 2005-05-01 | 224.164789038693 |
| 2005-06-01 | 224.746939704351 |
| 2005-07-01 | 226.390536525904 |
| 2005-08-01 | 227.952353615537 |
| 2005-09-01 | 229.660769629528 |
| 2005-10-01 | 229.666471593271 |
| 2005-11-01 | 230.611474747300 |
| 2005-12-01 | 232.457248017339 |
| 2006-01-01 | 233.882757730077 |
| 2006-02-01 | 233.762861788984 |
| 2006-03-01 | 235.353955224132 |
| 2006-04-01 | 237.293853974865 |
| 2006-05-01 | 237.900319427787 |
| 2006-06-01 | 239.914380214150 |
| 2006-07-01 | 241.727895112666 |
| 2006-08-01 | 242.498038086495 |
| 2006-09-01 | 242.628771341741 |
| 2006-10-01 | 242.700612462695 |
| 2006-11-01 | 244.250210297662 |
| 2006-12-01 | 245.779164384170 |
| 2007-01-01 | 248.939033701490 |
| 2007-02-01 | 248.710184732461 |
| 2007-03-01 | 249.624065375260 |
| 2007-04-01 | 250.481038876942 |
| 2007-05-01 | 252.018581193541 |
| 2007-06-01 | 253.579472187658 |
| 2007-07-01 | 253.795237530500 |
| 2007-08-01 | 254.772503524987 |
| 2007-09-01 | 254.460209655351 |
| 2007-10-01 | 255.075080968690 |
| 2007-11-01 | 256.596381295276 |
| 2007-12-01 | 256.695695422789 |
| 2008-01-01 | 257.439150388072 |
| 2008-02-01 | 258.173976836445 |
| 2008-03-01 | 258.867686658607 |
| 2008-04-01 | 259.585496877590 |
| 2008-05-01 | 259.504876181242 |
| 2008-06-01 | 261.125990877086 |
| 2008-07-01 | 262.364432932972 |
| 2008-08-01 | 262.637257480908 |
| 2008-09-01 | 263.866950263507 |
| 2008-10-01 | 265.201379957165 |
| 2008-11-01 | 265.372022185612 |
| 2008-12-01 | 265.818472801388 |
| 2009-01-01 | 266.438600717699 |
| 2009-02-01 | 266.667563779963 |
| 2009-03-01 | 266.976977695516 |
| 2009-04-01 | 267.460428030859 |
| 2009-05-01 | 267.805483711450 |
| 2009-06-01 | 266.870750872527 |
| 2009-07-01 | 268.378176057624 |
| 2009-08-01 | 267.567576993632 |
| 2009-09-01 | 267.460648224050 |
| 2009-10-01 | 268.364878659158 |
| 2009-11-01 | 268.759447117168 |
| 2009-12-01 | 269.750345567894 |
| 2010-01-01 | 267.744679591206 |
| 2010-02-01 | 267.924450739324 |
| 2010-03-01 | 269.447533428280 |
| 2010-04-01 | 270.676757062852 |
| 2010-05-01 | 271.265370761592 |
| 2010-06-01 | 271.729109244062 |
| 2010-07-01 | 270.987421871110 |
| 2010-08-01 | 272.041407103723 |
| 2010-09-01 | 271.373953286928 |
| 2010-10-01 | 273.279157271831 |
| 2010-11-01 | 273.719212928285 |
| 2010-12-01 | 273.947576799371 |
| 2011-01-01 | 276.012046992125 |
| 2011-02-01 | 275.804060276328 |
| 2011-03-01 | 276.250215113743 |
| 2011-04-01 | 279.045850364064 |
| 2011-05-01 | 278.550473700936 |
| 2011-06-01 | 278.864560815463 |
| 2011-07-01 | 278.795754857584 |
| 2011-08-01 | 279.495196059066 |
| 2011-09-01 | 281.126620409813 |
| 2011-10-01 | 281.015545188584 |
| 2011-11-01 | 281.616707872077 |
| 2011-12-01 | 282.908962384790 |
| 2012-01-01 | 283.038566861448 |
| 2012-02-01 | 284.119206925894 |
| 2012-03-01 | 284.525784072640 |
| 2012-04-01 | 283.894750137775 |
| 2012-05-01 | 284.039469655494 |
| 2012-06-01 | 284.297821502021 |
| 2012-07-01 | 285.477896435817 |
| 2012-08-01 | 285.696356595202 |
| 2012-09-01 | 288.918357462379 |
| 2012-10-01 | 289.570645454318 |
| 2012-11-01 | 290.104581232819 |
| 2012-12-01 | 290.113813304579 |
| 2013-01-01 | 293.638249736771 |
| 2013-02-01 | 294.548253379728 |
| 2013-03-01 | 294.421872683324 |
| 2013-04-01 | 295.370194283457 |
| 2013-05-01 | 296.377088540211 |
| 2013-06-01 | 297.001860605674 |
| 2013-07-01 | 297.344580317448 |
| 2013-08-01 | 298.190961958856 |
| 2013-09-01 | 298.597725953194 |
| 2013-10-01 | 299.351183926975 |
| 2013-11-01 | 300.244319357450 |
| 2013-12-01 | 300.109125519811 |
| 2014-01-01 | 299.920454023133 |
| 2014-02-01 | 300.483485156159 |
| 2014-03-01 | 301.172301796338 |
| 2014-04-01 | 301.921567170126 |
| 2014-05-01 | 302.659420179434 |
| 2014-06-01 | 303.376885642936 |
| 2014-07-01 | 304.090669616412 |
| 2014-08-01 | 305.158300129135 |
| 2014-09-01 | 305.689505995516 |
| 2014-10-01 | 306.148613709476 |
| 2014-11-01 | 306.207846691403 |
| 2014-12-01 | 307.106810685372 |
| 2015-01-01 | 305.953855622046 |
| 2015-02-01 | 307.309012403127 |
| 2015-03-01 | 308.609186389593 |
| 2015-04-01 | 307.466886460599 |
| 2015-05-01 | 309.113091385834 |
| 2015-06-01 | 309.944223827532 |
| 2015-07-01 | 310.690828948124 |
| 2015-08-01 | 311.312237887439 |
| 2015-09-01 | 312.507267059846 |
| 2015-10-01 | 312.746625251083 |
| 2015-11-01 | 313.679672971979 |
| 2015-12-01 | 314.176383035996 |
| 2016-01-01 | 315.958817060673 |
| 2016-02-01 | 316.305479122891 |
| 2016-03-01 | 316.856129246409 |
| 2016-04-01 | 319.325158933360 |
| 2016-05-01 | 319.616400463074 |
| 2016-06-01 | 319.595327228761 |
| 2016-07-01 | 321.624849835300 |
| 2016-08-01 | 323.612209258977 |
| 2016-09-01 | 321.542776121155 |
| 2016-10-01 | 320.003404148683 |
| 2016-11-01 | 323.894470736275 |
| 2016-12-01 | 325.131516470518 |
| 2017-01-01 | 325.793133581970 |
| 2017-02-01 | 327.095190177645 |
| 2017-03-01 | 328.233530200145 |
| 2017-04-01 | 328.826447139907 |
| 2017-05-01 | 329.149576131868 |
| 2017-06-01 | 331.780532990311 |
| 2017-07-01 | 331.136894185904 |
| 2017-08-01 | 331.961872543135 |
| 2017-09-01 | 332.517243464936 |
| 2017-10-01 | 332.007204747901 |
| 2017-11-01 | 332.540143652923 |
| 2017-12-01 | 333.715269192175 |
| 2018-01-01 | 334.280271252260 |
| 2018-02-01 | 335.356005733460 |
| 2018-03-01 | 336.524736889472 |
| 2018-04-01 | 336.891530315716 |
| 2018-05-01 | 337.428761708752 |
| 2018-06-01 | 338.160252894275 |
| 2018-07-01 | 337.648855845286 |
| 2018-08-01 | 337.789267465842 |
| 2018-09-01 | 338.480450463990 |
| 2018-10-01 | 338.710234220495 |
| 2018-11-01 | 339.289770001884 |
| 2018-12-01 | 339.387684270333 |
| 2019-01-01 | 339.892425356374 |
| 2019-02-01 | 339.749723067740 |
| 2019-03-01 | 340.130624064629 |
| 2019-04-01 | 341.444132316865 |
| 2019-05-01 | 341.999153507827 |
| 2019-06-01 | 342.839122554887 |
| 2019-07-01 | 343.030856276170 |
| 2019-08-01 | 343.273217990536 |
| 2019-09-01 | 343.944536832867 |
| 2019-10-01 | 345.138679394303 |
| 2019-11-01 | 345.412792679168 |
| 2019-12-01 | 346.183443160979 |
| 2020-01-01 | 346.549774674746 |
| 2020-02-01 | 348.422683087709 |
| 2020-03-01 | 346.025599811243 |
| 2020-04-01 | 306.851499324571 |
| 2020-05-01 | 309.624303194607 |
| 2020-06-01 | 317.004848554667 |
| 2020-07-01 | 320.503575289774 |
| 2020-08-01 | 323.083862531992 |
| 2020-09-01 | 323.948097300800 |
| 2020-10-01 | 332.696316475877 |
| 2020-11-01 | 334.052331347769 |
| 2020-12-01 | 333.305559845513 |
| 2021-01-01 | 335.998313637338 |
| 2021-02-01 | 336.826248999609 |
| 2021-03-01 | 337.294800391009 |
| 2021-04-01 | 337.987110326599 |
| 2021-05-01 | 337.705149277512 |
| 2021-06-01 | 337.263681792089 |
| 2021-07-01 | 337.257352003052 |
| 2021-08-01 | 337.088736304343 |
| 2021-09-01 | 334.170635108659 |
| 2021-10-01 | 338.823409847914 |
| 2021-11-01 | 339.104667310948 |
| 2021-12-01 | 339.379095803042 |
| 2022-01-01 | 338.526055327160 |
| 2022-02-01 | 339.247331525505 |
| 2022-03-01 | 338.419681092387 |
| 2022-04-01 | 339.399777132836 |
| 2022-05-01 | 339.955454953263 |
| 2022-06-01 | 338.306096457251 |
| 2022-07-01 | 339.842825304799 |
| 2022-08-01 | 340.912529735883 |
| 2022-09-01 | 341.831448376547 |
| 2022-10-01 | 342.390326759716 |
| 2022-11-01 | 343.297513678054 |
| 2022-12-01 | 344.562364569044 |
| 2023-01-01 | 346.592744096704 |
| 2023-02-01 | 348.449679393532 |
| 2023-03-01 | 349.941577047575 |
| 2023-04-01 | 349.459568869841 |
| 2023-05-01 | 351.718984257695 |
| 2023-06-01 | 353.475938812275 |
| 2023-07-01 | 355.788538499446 |
| 2023-08-01 | 357.174622261441 |
| 2023-09-01 | 357.788431143830 |
| 2023-10-01 | 359.453114697484 |
| 2023-11-01 | 360.567208285069 |
| 2023-12-01 | 360.934856406749 |
| 2024-01-01 | 361.298057066049 |
| 2024-02-01 | 362.443002126346 |
| 2024-03-01 | 364.816863506077 |
| 2024-04-01 | 365.751640369943 |
| 2024-05-01 | 367.576789839858 |
| 2024-06-01 | 370.832775850006 |
| 2024-07-01 | 370.509621045518 |
| 2024-08-01 | 371.566957693730 |
| 2024-09-01 | 372.746020230174 |
| 2024-10-01 | 375.039834473198 |
| 2024-11-01 | 376.869817533494 |
| 2024-12-01 | 378.766769643875 |
| 2025-01-01 | 380.005887256177 |
| 2025-02-01 | 380.615822066692 |
| 2025-03-01 | 382.207476642657 |
| 2025-04-01 | 384.761321384751 |
| 2025-05-01 | 386.030879483901 |
| 2025-06-01 | 386.610630336463 |
| 2025-07-01 | 388.639045690790 |
| 2025-08-01 | 389.924118353795 |
| 2025-09-01 | 391.062609583425 |
| 2025-10-01 | 391.224162676476 |
| 2025-11-01 | 391.283209411246 |
| 2025-12-01 | 393.456462168567 |
| 2026-01-01 | 396.265024735765 |
| 2026-02-01 | 398.201669317895 |
| 2026-03-01 | 399.299590747355 |
| 2026-04-01 | 397.830059411393 |