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 2026-06-01 |
| Last Updated | 2026-07-22 9:39 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 | 140.039811151098 |
| 1990-02-01 | 140.645317703249 |
| 1990-03-01 | 140.523543107563 |
| 1990-04-01 | 140.901709253092 |
| 1990-05-01 | 141.310102587331 |
| 1990-06-01 | 141.573385108583 |
| 1990-07-01 | 141.961302829028 |
| 1990-08-01 | 143.206696491364 |
| 1990-09-01 | 143.861376329884 |
| 1990-10-01 | 144.498883189883 |
| 1990-11-01 | 144.614421278362 |
| 1990-12-01 | 144.762930438422 |
| 1991-01-01 | 145.257163298138 |
| 1991-02-01 | 144.953461549282 |
| 1991-03-01 | 145.477291685687 |
| 1991-04-01 | 145.224410712086 |
| 1991-05-01 | 145.539512254137 |
| 1991-06-01 | 146.184302211877 |
| 1991-07-01 | 146.351519854523 |
| 1991-08-01 | 146.786793731638 |
| 1991-09-01 | 146.972215788026 |
| 1991-10-01 | 148.001626057915 |
| 1991-11-01 | 147.822092060664 |
| 1991-12-01 | 148.177859282868 |
| 1992-01-01 | 151.184786888854 |
| 1992-02-01 | 151.449456155511 |
| 1992-03-01 | 151.771997007656 |
| 1992-04-01 | 151.973904694664 |
| 1992-05-01 | 152.406325334675 |
| 1992-06-01 | 152.388561677528 |
| 1992-07-01 | 153.065106356320 |
| 1992-08-01 | 153.126001194121 |
| 1992-09-01 | 153.588797282626 |
| 1992-10-01 | 153.950836241526 |
| 1992-11-01 | 154.432409017735 |
| 1992-12-01 | 155.202845164935 |
| 1993-01-01 | 155.205710619662 |
| 1993-02-01 | 155.481740639212 |
| 1993-03-01 | 155.448811608354 |
| 1993-04-01 | 156.427134892791 |
| 1993-05-01 | 156.446567916340 |
| 1993-06-01 | 157.138737267904 |
| 1993-07-01 | 157.679129694930 |
| 1993-08-01 | 157.623305555789 |
| 1993-09-01 | 157.657956096758 |
| 1993-10-01 | 158.474450743505 |
| 1993-11-01 | 158.805363165181 |
| 1993-12-01 | 158.943831265281 |
| 1994-01-01 | 158.403802851093 |
| 1994-02-01 | 158.668278534657 |
| 1994-03-01 | 159.341460454670 |
| 1994-04-01 | 159.462832282065 |
| 1994-05-01 | 159.708455632358 |
| 1994-06-01 | 159.674074994200 |
| 1994-07-01 | 159.024783774049 |
| 1994-08-01 | 159.356151581655 |
| 1994-09-01 | 160.435035058140 |
| 1994-10-01 | 159.100054851598 |
| 1994-11-01 | 159.968278353474 |
| 1994-12-01 | 160.397691505375 |
| 1995-01-01 | 161.540134984925 |
| 1995-02-01 | 162.054617079277 |
| 1995-03-01 | 162.648491620511 |
| 1995-04-01 | 163.070467874036 |
| 1995-05-01 | 163.401767853049 |
| 1995-06-01 | 163.523448678289 |
| 1995-07-01 | 164.801329973674 |
| 1995-08-01 | 165.376806423294 |
| 1995-09-01 | 165.869180546087 |
| 1995-10-01 | 165.889213105715 |
| 1995-11-01 | 166.263298424607 |
| 1995-12-01 | 166.623769175317 |
| 1996-01-01 | 167.613670996994 |
| 1996-02-01 | 167.993153238118 |
| 1996-03-01 | 168.723451761813 |
| 1996-04-01 | 167.703042513402 |
| 1996-05-01 | 168.288096028874 |
| 1996-06-01 | 168.760964956568 |
| 1996-07-01 | 168.072447640992 |
| 1996-08-01 | 168.617523944039 |
| 1996-09-01 | 168.928789583898 |
| 1996-10-01 | 168.127623365356 |
| 1996-11-01 | 169.046654934681 |
| 1996-12-01 | 169.374577541692 |
| 1997-01-01 | 171.897215297214 |
| 1997-02-01 | 171.997679432068 |
| 1997-03-01 | 172.478382861197 |
| 1997-04-01 | 173.639827746170 |
| 1997-05-01 | 173.949329786047 |
| 1997-06-01 | 173.789710689571 |
| 1997-07-01 | 174.308035222913 |
| 1997-08-01 | 174.425971979095 |
| 1997-09-01 | 174.558952059906 |
| 1997-10-01 | 175.659209631931 |
| 1997-11-01 | 175.268313179562 |
| 1997-12-01 | 175.886348356672 |
| 1998-01-01 | 175.656719637868 |
| 1998-02-01 | 175.875654571024 |
| 1998-03-01 | 176.803784724445 |
| 1998-04-01 | 176.732221745709 |
| 1998-05-01 | 177.481068173945 |
| 1998-06-01 | 178.549845981807 |
| 1998-07-01 | 175.993037410293 |
| 1998-08-01 | 176.351603251776 |
| 1998-09-01 | 177.060682409113 |
| 1998-10-01 | 177.091217500653 |
| 1998-11-01 | 177.729830712946 |
| 1998-12-01 | 178.312932266309 |
| 1999-01-01 | 177.034379380415 |
| 1999-02-01 | 176.296609137257 |
| 1999-03-01 | 177.324601113085 |
| 1999-04-01 | 178.929220163981 |
| 1999-05-01 | 179.129336851956 |
| 1999-06-01 | 179.890857969379 |
| 1999-07-01 | 181.118195140942 |
| 1999-08-01 | 181.823022943598 |
| 1999-09-01 | 182.171984937913 |
| 1999-10-01 | 184.225704404971 |
| 1999-11-01 | 184.339869468776 |
| 1999-12-01 | 185.293088489004 |
| 2000-01-01 | 185.487040867181 |
| 2000-02-01 | 186.677150537642 |
| 2000-03-01 | 187.181408512082 |
| 2000-04-01 | 187.549622811331 |
| 2000-05-01 | 187.774222403998 |
| 2000-06-01 | 188.056568245291 |
| 2000-07-01 | 188.179373295110 |
| 2000-08-01 | 188.831688472157 |
| 2000-09-01 | 190.202858235426 |
| 2000-10-01 | 190.584525306062 |
| 2000-11-01 | 191.052788824788 |
| 2000-12-01 | 192.622401933765 |
| 2001-01-01 | 190.744769991022 |
| 2001-02-01 | 190.888664170342 |
| 2001-03-01 | 192.038625923423 |
| 2001-04-01 | 191.872366321670 |
| 2001-05-01 | 192.772209330706 |
| 2001-06-01 | 192.860299856235 |
| 2001-07-01 | 193.256440950296 |
| 2001-08-01 | 194.138470135347 |
| 2001-09-01 | 195.588873389385 |
| 2001-10-01 | 196.773302017257 |
| 2001-11-01 | 197.703378615775 |
| 2001-12-01 | 198.620220393591 |
| 2002-01-01 | 199.173189580289 |
| 2002-02-01 | 199.740574581605 |
| 2002-03-01 | 200.056534926637 |
| 2002-04-01 | 200.571693738273 |
| 2002-05-01 | 201.547046328658 |
| 2002-06-01 | 201.856122719937 |
| 2002-07-01 | 204.051745574479 |
| 2002-08-01 | 204.952123926569 |
| 2002-09-01 | 205.869015978734 |
| 2002-10-01 | 206.522990098916 |
| 2002-11-01 | 207.306630325235 |
| 2002-12-01 | 208.026786168814 |
| 2003-01-01 | 210.078684184277 |
| 2003-02-01 | 211.800214352639 |
| 2003-03-01 | 212.086444890604 |
| 2003-04-01 | 212.235263605146 |
| 2003-05-01 | 212.700773973852 |
| 2003-06-01 | 213.724239808264 |
| 2003-07-01 | 213.738080566527 |
| 2003-08-01 | 213.943448690293 |
| 2003-09-01 | 213.456810716276 |
| 2003-10-01 | 213.788161063071 |
| 2003-11-01 | 214.322958939804 |
| 2003-12-01 | 214.207736295749 |
| 2004-01-01 | 215.352724291779 |
| 2004-02-01 | 215.465755353608 |
| 2004-03-01 | 215.874139648931 |
| 2004-04-01 | 216.946275957775 |
| 2004-05-01 | 217.322332881187 |
| 2004-06-01 | 218.751719722946 |
| 2004-07-01 | 217.243050771601 |
| 2004-08-01 | 217.293714991880 |
| 2004-09-01 | 217.753844019187 |
| 2004-10-01 | 219.106290406322 |
| 2004-11-01 | 219.161170901676 |
| 2004-12-01 | 220.572110763304 |
| 2005-01-01 | 220.682681182330 |
| 2005-02-01 | 222.264733707088 |
| 2005-03-01 | 222.760691652327 |
| 2005-04-01 | 222.848124562538 |
| 2005-05-01 | 224.164789081443 |
| 2005-06-01 | 224.746939754353 |
| 2005-07-01 | 226.390536483458 |
| 2005-08-01 | 227.952353522748 |
| 2005-09-01 | 229.660769488141 |
| 2005-10-01 | 229.666471495456 |
| 2005-11-01 | 230.611474712042 |
| 2005-12-01 | 232.457248028423 |
| 2006-01-01 | 233.882757734065 |
| 2006-02-01 | 233.762861955731 |
| 2006-03-01 | 235.353955323274 |
| 2006-04-01 | 237.293854118084 |
| 2006-05-01 | 237.900319608955 |
| 2006-06-01 | 239.914380566465 |
| 2006-07-01 | 241.727894763131 |
| 2006-08-01 | 242.498037804711 |
| 2006-09-01 | 242.628770931753 |
| 2006-10-01 | 242.700612128145 |
| 2006-11-01 | 244.250210147590 |
| 2006-12-01 | 245.779164429389 |
| 2007-01-01 | 248.939033812401 |
| 2007-02-01 | 248.710184983208 |
| 2007-03-01 | 249.624065887447 |
| 2007-04-01 | 250.481039702769 |
| 2007-05-01 | 252.018582078516 |
| 2007-06-01 | 253.579473285412 |
| 2007-07-01 | 253.795236423220 |
| 2007-08-01 | 254.772502768559 |
| 2007-09-01 | 254.460205652831 |
| 2007-10-01 | 255.075079580639 |
| 2007-11-01 | 256.596380994327 |
| 2007-12-01 | 256.695696593030 |
| 2008-01-01 | 257.439153410479 |
| 2008-02-01 | 258.173978686314 |
| 2008-03-01 | 258.867688066621 |
| 2008-04-01 | 259.585498700382 |
| 2008-05-01 | 259.504877258596 |
| 2008-06-01 | 261.125992236898 |
| 2008-07-01 | 262.364429963728 |
| 2008-08-01 | 262.637254603894 |
| 2008-09-01 | 263.866939679906 |
| 2008-10-01 | 265.201375117272 |
| 2008-11-01 | 265.372021686246 |
| 2008-12-01 | 265.818477869910 |
| 2009-01-01 | 266.438610937541 |
| 2009-02-01 | 266.667570775639 |
| 2009-03-01 | 266.976981560437 |
| 2009-04-01 | 267.460430510904 |
| 2009-05-01 | 267.805484055441 |
| 2009-06-01 | 266.870752533884 |
| 2009-07-01 | 268.378169630541 |
| 2009-08-01 | 267.567566231507 |
| 2009-09-01 | 267.460625929152 |
| 2009-10-01 | 268.364868465522 |
| 2009-11-01 | 268.759440919899 |
| 2009-12-01 | 269.750338902254 |
| 2010-01-01 | 267.744757539480 |
| 2010-02-01 | 267.924453649201 |
| 2010-03-01 | 269.447530894268 |
| 2010-04-01 | 270.676755296681 |
| 2010-05-01 | 271.265367059386 |
| 2010-06-01 | 271.729106040824 |
| 2010-07-01 | 270.987408719340 |
| 2010-08-01 | 272.041385446776 |
| 2010-09-01 | 271.373915607416 |
| 2010-10-01 | 273.279136827706 |
| 2010-11-01 | 273.719202791289 |
| 2010-12-01 | 273.947568779605 |
| 2011-01-01 | 276.012210631433 |
| 2011-02-01 | 275.804071287400 |
| 2011-03-01 | 276.250208841621 |
| 2011-04-01 | 279.045835750329 |
| 2011-05-01 | 278.550453019435 |
| 2011-06-01 | 278.864542208579 |
| 2011-07-01 | 278.795725739793 |
| 2011-08-01 | 279.495156226313 |
| 2011-09-01 | 281.126568467736 |
| 2011-10-01 | 281.015518198028 |
| 2011-11-01 | 281.616687118222 |
| 2011-12-01 | 282.908929736107 |
| 2012-01-01 | 283.038925519283 |
| 2012-02-01 | 284.119214251180 |
| 2012-03-01 | 284.525780595569 |
| 2012-04-01 | 283.894660290546 |
| 2012-05-01 | 284.039434070598 |
| 2012-06-01 | 284.297770232506 |
| 2012-07-01 | 285.477836583473 |
| 2012-08-01 | 285.696299959761 |
| 2012-09-01 | 288.918306170187 |
| 2012-10-01 | 289.570622855450 |
| 2012-11-01 | 290.104561108289 |
| 2012-12-01 | 290.113785746963 |
| 2013-01-01 | 293.638770965872 |
| 2013-02-01 | 294.548273946464 |
| 2013-03-01 | 294.421890323506 |
| 2013-04-01 | 295.370033542536 |
| 2013-05-01 | 296.377088498912 |
| 2013-06-01 | 297.001583967315 |
| 2013-07-01 | 297.344551691580 |
| 2013-08-01 | 298.190875270092 |
| 2013-09-01 | 298.597692517255 |
| 2013-10-01 | 299.351230102151 |
| 2013-11-01 | 300.244302745467 |
| 2013-12-01 | 300.109096982376 |
| 2014-01-01 | 299.921131047456 |
| 2014-02-01 | 300.483519273381 |
| 2014-03-01 | 301.172343768766 |
| 2014-04-01 | 301.921333254759 |
| 2014-05-01 | 302.659435830693 |
| 2014-06-01 | 303.376306851849 |
| 2014-07-01 | 304.090612141757 |
| 2014-08-01 | 305.158153621410 |
| 2014-09-01 | 305.689507843279 |
| 2014-10-01 | 306.148809428448 |
| 2014-11-01 | 306.207993244705 |
| 2014-12-01 | 307.106976267487 |
| 2015-01-01 | 305.954563633636 |
| 2015-02-01 | 307.309041338087 |
| 2015-03-01 | 308.609171109631 |
| 2015-04-01 | 307.466585867112 |
| 2015-05-01 | 309.113071685041 |
| 2015-06-01 | 309.943254611786 |
| 2015-07-01 | 310.690584270247 |
| 2015-08-01 | 311.311860058548 |
| 2015-09-01 | 312.507263713083 |
| 2015-10-01 | 312.747141495237 |
| 2015-11-01 | 313.680323829140 |
| 2015-12-01 | 314.177085132991 |
| 2016-01-01 | 315.959664025896 |
| 2016-02-01 | 316.305389193608 |
| 2016-03-01 | 316.855850425567 |
| 2016-04-01 | 319.324656523911 |
| 2016-05-01 | 319.616250784703 |
| 2016-06-01 | 319.594062817197 |
| 2016-07-01 | 321.624030225639 |
| 2016-08-01 | 323.611145428918 |
| 2016-09-01 | 321.542604774386 |
| 2016-10-01 | 320.004450307866 |
| 2016-11-01 | 323.895866119230 |
| 2016-12-01 | 325.133329680773 |
| 2017-01-01 | 325.795714137406 |
| 2017-02-01 | 327.095625203193 |
| 2017-03-01 | 328.229622305746 |
| 2017-04-01 | 328.824833595594 |
| 2017-05-01 | 329.153378793063 |
| 2017-06-01 | 331.776916858634 |
| 2017-07-01 | 331.135919487417 |
| 2017-08-01 | 331.958302649334 |
| 2017-09-01 | 332.517757996275 |
| 2017-10-01 | 332.008726306213 |
| 2017-11-01 | 332.543137020699 |
| 2017-12-01 | 333.716508430238 |
| 2018-01-01 | 334.284323245203 |
| 2018-02-01 | 335.357368021791 |
| 2018-03-01 | 336.518133367336 |
| 2018-04-01 | 336.890096186816 |
| 2018-05-01 | 337.437562882290 |
| 2018-06-01 | 338.154434156743 |
| 2018-07-01 | 337.646976677511 |
| 2018-08-01 | 337.782397301436 |
| 2018-09-01 | 338.481111379138 |
| 2018-10-01 | 338.711229587933 |
| 2018-11-01 | 339.293036658467 |
| 2018-12-01 | 339.386793988313 |
| 2019-01-01 | 339.897498055993 |
| 2019-02-01 | 339.753423291657 |
| 2019-03-01 | 340.124687785688 |
| 2019-04-01 | 341.447121842134 |
| 2019-05-01 | 342.016550753369 |
| 2019-06-01 | 342.822917455789 |
| 2019-07-01 | 343.028225413129 |
| 2019-08-01 | 343.262721151251 |
| 2019-09-01 | 343.945562704674 |
| 2019-10-01 | 345.137478130216 |
| 2019-11-01 | 345.413883319341 |
| 2019-12-01 | 346.180324835799 |
| 2020-01-01 | 346.554655113861 |
| 2020-02-01 | 348.425597925547 |
| 2020-03-01 | 346.015418989028 |
| 2020-04-01 | 306.897274403272 |
| 2020-05-01 | 309.630593624089 |
| 2020-06-01 | 316.972246739842 |
| 2020-07-01 | 320.495216469657 |
| 2020-08-01 | 323.070660845611 |
| 2020-09-01 | 323.945948492237 |
| 2020-10-01 | 332.690639442074 |
| 2020-11-01 | 334.047213082482 |
| 2020-12-01 | 333.300054430740 |
| 2021-01-01 | 336.006036128730 |
| 2021-02-01 | 336.836134274553 |
| 2021-03-01 | 337.294392839163 |
| 2021-04-01 | 338.101486987418 |
| 2021-05-01 | 337.715933607310 |
| 2021-06-01 | 337.163779246189 |
| 2021-07-01 | 337.242099635713 |
| 2021-08-01 | 337.066011536937 |
| 2021-09-01 | 334.158708408789 |
| 2021-10-01 | 338.807694491555 |
| 2021-11-01 | 339.091302171780 |
| 2021-12-01 | 339.372810200499 |
| 2022-01-01 | 338.542691435970 |
| 2022-02-01 | 339.276201898556 |
| 2022-03-01 | 338.450112612630 |
| 2022-04-01 | 339.613708839579 |
| 2022-05-01 | 339.980934617839 |
| 2022-06-01 | 338.084699510095 |
| 2022-07-01 | 339.811564874922 |
| 2022-08-01 | 340.865863646468 |
| 2022-09-01 | 341.793218744959 |
| 2022-10-01 | 342.357048705063 |
| 2022-11-01 | 343.277388715342 |
| 2022-12-01 | 344.562257999104 |
| 2023-01-01 | 346.632849394578 |
| 2023-02-01 | 348.513625962987 |
| 2023-03-01 | 350.030223474054 |
| 2023-04-01 | 349.815053438466 |
| 2023-05-01 | 351.797004639087 |
| 2023-06-01 | 353.077077135973 |
| 2023-07-01 | 355.676761531180 |
| 2023-08-01 | 357.069190402748 |
| 2023-09-01 | 357.709151375280 |
| 2023-10-01 | 359.401745785204 |
| 2023-11-01 | 360.551716354692 |
| 2023-12-01 | 360.959325260641 |
| 2024-01-01 | 361.381007073959 |
| 2024-02-01 | 362.555780225214 |
| 2024-03-01 | 364.974740707387 |
| 2024-04-01 | 366.274964435760 |
| 2024-05-01 | 367.745373630751 |
| 2024-06-01 | 370.198462031548 |
| 2024-07-01 | 370.288115625924 |
| 2024-08-01 | 371.389089090252 |
| 2024-09-01 | 372.619667026238 |
| 2024-10-01 | 374.972836013722 |
| 2024-11-01 | 376.868166345079 |
| 2024-12-01 | 378.824555377996 |
| 2025-01-01 | 380.141962836343 |
| 2025-02-01 | 380.786074287708 |
| 2025-03-01 | 382.444387361486 |
| 2025-04-01 | 385.424553258084 |
| 2025-05-01 | 386.324791519684 |
| 2025-06-01 | 385.735919274351 |
| 2025-07-01 | 388.289531868543 |
| 2025-08-01 | 389.668677490606 |
| 2025-09-01 | 390.894691902054 |
| 2025-10-01 | 391.148421147662 |
| 2025-11-01 | 391.302357113410 |
| 2025-12-01 | 393.548468879553 |
| 2026-01-01 | 396.446961944679 |
| 2026-02-01 | 398.421187475161 |
| 2026-03-01 | 399.602381699721 |
| 2026-04-01 | 398.765355997114 |
| 2026-05-01 | 398.808173565456 |
| 2026-06-01 | 404.048982778235 |