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 2026-05-01 |
| Last Updated | 2026-06-24 9:55 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 | 140.039621469541 |
| 1990-02-01 | 140.645168270182 |
| 1990-03-01 | 140.523434778018 |
| 1990-04-01 | 140.901632556008 |
| 1990-05-01 | 141.310059851088 |
| 1990-06-01 | 141.573375636928 |
| 1990-07-01 | 141.961322857494 |
| 1990-08-01 | 143.206745466425 |
| 1990-09-01 | 143.861448293760 |
| 1990-10-01 | 144.498994114952 |
| 1990-11-01 | 144.614545814200 |
| 1990-12-01 | 144.763118515589 |
| 1991-01-01 | 145.256983109368 |
| 1991-02-01 | 144.953315866879 |
| 1991-03-01 | 145.477184308292 |
| 1991-04-01 | 145.224334382503 |
| 1991-05-01 | 145.539470651840 |
| 1991-06-01 | 146.184294230939 |
| 1991-07-01 | 146.351539331831 |
| 1991-08-01 | 146.786838176970 |
| 1991-09-01 | 146.972281316849 |
| 1991-10-01 | 148.001730167610 |
| 1991-11-01 | 147.822203318142 |
| 1991-12-01 | 148.178027125278 |
| 1992-01-01 | 151.184630927581 |
| 1992-02-01 | 151.449324254519 |
| 1992-03-01 | 151.771898680175 |
| 1992-04-01 | 151.973833943114 |
| 1992-05-01 | 152.406288057270 |
| 1992-06-01 | 152.388555578865 |
| 1992-07-01 | 153.065124623690 |
| 1992-08-01 | 153.126039018246 |
| 1992-09-01 | 153.588851306683 |
| 1992-10-01 | 153.950925341329 |
| 1992-11-01 | 154.432499797230 |
| 1992-12-01 | 155.202992184744 |
| 1993-01-01 | 155.205579615856 |
| 1993-02-01 | 155.481633941873 |
| 1993-03-01 | 155.448732500007 |
| 1993-04-01 | 156.427079143476 |
| 1993-05-01 | 156.446539310476 |
| 1993-06-01 | 157.138735072620 |
| 1993-07-01 | 157.679146180807 |
| 1993-08-01 | 157.623333519226 |
| 1993-09-01 | 157.657996572430 |
| 1993-10-01 | 158.474519898910 |
| 1993-11-01 | 158.805421424630 |
| 1993-12-01 | 158.943931191156 |
| 1994-01-01 | 158.403717250778 |
| 1994-02-01 | 158.668206382986 |
| 1994-03-01 | 159.341403523754 |
| 1994-04-01 | 159.462793664971 |
| 1994-05-01 | 159.708436688574 |
| 1994-06-01 | 159.674075008597 |
| 1994-07-01 | 159.024796566699 |
| 1994-08-01 | 159.356169986588 |
| 1994-09-01 | 160.435060582375 |
| 1994-10-01 | 159.100101723395 |
| 1994-11-01 | 159.968309112438 |
| 1994-12-01 | 160.397744836049 |
| 1995-01-01 | 161.540087631665 |
| 1995-02-01 | 162.054576795357 |
| 1995-03-01 | 162.648454791441 |
| 1995-04-01 | 163.070445115838 |
| 1995-05-01 | 163.401756608587 |
| 1995-06-01 | 163.523448518904 |
| 1995-07-01 | 164.801340661343 |
| 1995-08-01 | 165.376817305082 |
| 1995-09-01 | 165.869197251368 |
| 1995-10-01 | 165.889245606547 |
| 1995-11-01 | 166.263308358681 |
| 1995-12-01 | 166.623779448723 |
| 1996-01-01 | 167.613659915429 |
| 1996-02-01 | 167.993137938967 |
| 1996-03-01 | 168.723428892661 |
| 1996-04-01 | 167.703029872950 |
| 1996-05-01 | 168.288089196907 |
| 1996-06-01 | 168.760961538346 |
| 1996-07-01 | 168.072455469190 |
| 1996-08-01 | 168.617530853820 |
| 1996-09-01 | 168.928799346526 |
| 1996-10-01 | 168.127643184125 |
| 1996-11-01 | 169.046659134600 |
| 1996-12-01 | 169.374577258616 |
| 1997-01-01 | 171.897210232072 |
| 1997-02-01 | 171.997674829784 |
| 1997-03-01 | 172.478368763063 |
| 1997-04-01 | 173.639821719880 |
| 1997-05-01 | 173.949324635694 |
| 1997-06-01 | 173.789704827220 |
| 1997-07-01 | 174.308042949477 |
| 1997-08-01 | 174.425977817185 |
| 1997-09-01 | 174.558958935929 |
| 1997-10-01 | 175.659221471626 |
| 1997-11-01 | 175.268314543558 |
| 1997-12-01 | 175.886348162631 |
| 1998-01-01 | 175.656715232595 |
| 1998-02-01 | 175.875652890626 |
| 1998-03-01 | 176.803776285500 |
| 1998-04-01 | 176.732217782690 |
| 1998-05-01 | 177.481063255402 |
| 1998-06-01 | 178.549839417374 |
| 1998-07-01 | 175.993044620938 |
| 1998-08-01 | 176.351609342852 |
| 1998-09-01 | 177.060687362990 |
| 1998-10-01 | 177.091223414916 |
| 1998-11-01 | 177.729832721938 |
| 1998-12-01 | 178.312933913986 |
| 1999-01-01 | 177.034375708652 |
| 1999-02-01 | 176.296607311133 |
| 1999-03-01 | 177.324595601616 |
| 1999-04-01 | 178.929216548658 |
| 1999-05-01 | 179.129332190005 |
| 1999-06-01 | 179.890851566626 |
| 1999-07-01 | 181.118202355713 |
| 1999-08-01 | 181.823028448865 |
| 1999-09-01 | 182.171988891173 |
| 1999-10-01 | 184.225707758658 |
| 1999-11-01 | 184.339870472267 |
| 1999-12-01 | 185.293091359229 |
| 2000-01-01 | 185.487037826583 |
| 2000-02-01 | 186.677148412286 |
| 2000-03-01 | 187.181405644767 |
| 2000-04-01 | 187.549619568536 |
| 2000-05-01 | 187.774218646684 |
| 2000-06-01 | 188.056563597155 |
| 2000-07-01 | 188.179378426474 |
| 2000-08-01 | 188.831692527553 |
| 2000-09-01 | 190.202861301682 |
| 2000-10-01 | 190.584526471785 |
| 2000-11-01 | 191.052789299833 |
| 2000-12-01 | 192.622404865673 |
| 2001-01-01 | 190.744768381297 |
| 2001-02-01 | 190.888662412279 |
| 2001-03-01 | 192.038624066515 |
| 2001-04-01 | 191.872364295162 |
| 2001-05-01 | 192.772207015237 |
| 2001-06-01 | 192.860297237549 |
| 2001-07-01 | 193.256443731735 |
| 2001-08-01 | 194.138472508640 |
| 2001-09-01 | 195.588875226863 |
| 2001-10-01 | 196.773302655331 |
| 2001-11-01 | 197.703378915147 |
| 2001-12-01 | 198.620221935204 |
| 2002-01-01 | 199.173188733215 |
| 2002-02-01 | 199.740573450039 |
| 2002-03-01 | 200.056533940668 |
| 2002-04-01 | 200.571692678603 |
| 2002-05-01 | 201.547045453254 |
| 2002-06-01 | 201.856122340428 |
| 2002-07-01 | 204.051746037352 |
| 2002-08-01 | 204.952124797354 |
| 2002-09-01 | 205.869016903571 |
| 2002-10-01 | 206.522990498324 |
| 2002-11-01 | 207.306630649462 |
| 2002-12-01 | 208.026786339212 |
| 2003-01-01 | 210.078684127899 |
| 2003-02-01 | 211.800213706814 |
| 2003-03-01 | 212.086444561810 |
| 2003-04-01 | 212.235263259461 |
| 2003-05-01 | 212.700773743630 |
| 2003-06-01 | 213.724239650708 |
| 2003-07-01 | 213.738080743086 |
| 2003-08-01 | 213.943448973752 |
| 2003-09-01 | 213.456811014158 |
| 2003-10-01 | 213.788161241960 |
| 2003-11-01 | 214.322959019528 |
| 2003-12-01 | 214.207736289078 |
| 2004-01-01 | 215.352724319783 |
| 2004-02-01 | 215.465754904528 |
| 2004-03-01 | 215.874139637687 |
| 2004-04-01 | 216.946275954124 |
| 2004-05-01 | 217.322332901733 |
| 2004-06-01 | 218.751719679115 |
| 2004-07-01 | 217.243050834767 |
| 2004-08-01 | 217.293715048346 |
| 2004-09-01 | 217.753844105296 |
| 2004-10-01 | 219.106290455242 |
| 2004-11-01 | 219.161170940579 |
| 2004-12-01 | 220.572110720807 |
| 2005-01-01 | 220.682681248871 |
| 2005-02-01 | 222.264733423373 |
| 2005-03-01 | 222.760691668504 |
| 2005-04-01 | 222.848124546930 |
| 2005-05-01 | 224.164789052356 |
| 2005-06-01 | 224.746939699084 |
| 2005-07-01 | 226.390536539598 |
| 2005-08-01 | 227.952353625474 |
| 2005-09-01 | 229.660769651533 |
| 2005-10-01 | 229.666471600476 |
| 2005-11-01 | 230.611474748933 |
| 2005-12-01 | 232.457248004319 |
| 2006-01-01 | 233.882757736430 |
| 2006-02-01 | 233.762861723085 |
| 2006-03-01 | 235.353955231154 |
| 2006-04-01 | 237.293853982773 |
| 2006-05-01 | 237.900319436813 |
| 2006-06-01 | 239.914380221838 |
| 2006-07-01 | 241.727895118453 |
| 2006-08-01 | 242.498038092186 |
| 2006-09-01 | 242.628771359292 |
| 2006-10-01 | 242.700612462843 |
| 2006-11-01 | 244.250210288298 |
| 2006-12-01 | 245.779164376884 |
| 2007-01-01 | 248.939033693474 |
| 2007-02-01 | 248.710184710069 |
| 2007-03-01 | 249.624065381695 |
| 2007-04-01 | 250.481038896447 |
| 2007-05-01 | 252.018581221539 |
| 2007-06-01 | 253.579472211107 |
| 2007-07-01 | 253.795237527257 |
| 2007-08-01 | 254.772503490450 |
| 2007-09-01 | 254.460209610060 |
| 2007-10-01 | 255.075080904572 |
| 2007-11-01 | 256.596381264656 |
| 2007-12-01 | 256.695695448332 |
| 2008-01-01 | 257.439150468210 |
| 2008-02-01 | 258.173976893692 |
| 2008-03-01 | 258.867686714276 |
| 2008-04-01 | 259.585496922807 |
| 2008-05-01 | 259.504876222603 |
| 2008-06-01 | 261.125990903934 |
| 2008-07-01 | 262.364432884081 |
| 2008-08-01 | 262.637257334407 |
| 2008-09-01 | 263.866950042226 |
| 2008-10-01 | 265.201379727101 |
| 2008-11-01 | 265.372022122674 |
| 2008-12-01 | 265.818472967780 |
| 2009-01-01 | 266.438601064620 |
| 2009-02-01 | 266.667564070982 |
| 2009-03-01 | 266.976977859541 |
| 2009-04-01 | 267.460428035722 |
| 2009-05-01 | 267.805483616159 |
| 2009-06-01 | 266.870750772366 |
| 2009-07-01 | 268.378175847265 |
| 2009-08-01 | 267.567576638908 |
| 2009-09-01 | 267.460647648539 |
| 2009-10-01 | 268.364878631844 |
| 2009-11-01 | 268.759447171735 |
| 2009-12-01 | 269.750345785085 |
| 2010-01-01 | 267.744681713929 |
| 2010-02-01 | 267.924451366213 |
| 2010-03-01 | 269.447532644269 |
| 2010-04-01 | 270.676756081773 |
| 2010-05-01 | 271.265369870557 |
| 2010-06-01 | 271.729108637739 |
| 2010-07-01 | 270.987421455819 |
| 2010-08-01 | 272.041406695014 |
| 2010-09-01 | 271.373952723109 |
| 2010-10-01 | 273.279158233466 |
| 2010-11-01 | 273.719214159041 |
| 2010-12-01 | 273.947578726343 |
| 2011-01-01 | 276.012052390498 |
| 2011-02-01 | 275.804061434693 |
| 2011-03-01 | 276.250211689472 |
| 2011-04-01 | 279.045845413922 |
| 2011-05-01 | 278.550469005301 |
| 2011-06-01 | 278.864557575088 |
| 2011-07-01 | 278.795754157584 |
| 2011-08-01 | 279.495197124855 |
| 2011-09-01 | 281.126621317071 |
| 2011-10-01 | 281.015550329107 |
| 2011-11-01 | 281.616715194084 |
| 2011-12-01 | 282.908970773600 |
| 2012-01-01 | 283.038567559599 |
| 2012-02-01 | 284.119214154624 |
| 2012-03-01 | 284.525783827663 |
| 2012-04-01 | 283.894713882519 |
| 2012-05-01 | 284.039465521895 |
| 2012-06-01 | 284.297818275622 |
| 2012-07-01 | 285.477896511388 |
| 2012-08-01 | 285.696360704441 |
| 2012-09-01 | 288.918363608821 |
| 2012-10-01 | 289.570658677713 |
| 2012-11-01 | 290.104597713700 |
| 2012-12-01 | 290.113829635937 |
| 2013-01-01 | 293.638243900454 |
| 2013-02-01 | 294.548267395939 |
| 2013-03-01 | 294.421883581701 |
| 2013-04-01 | 295.370095710587 |
| 2013-05-01 | 296.377099823457 |
| 2013-06-01 | 297.001834579980 |
| 2013-07-01 | 297.344608847196 |
| 2013-08-01 | 298.190958017540 |
| 2013-09-01 | 298.597732448007 |
| 2013-10-01 | 299.351237005417 |
| 2013-11-01 | 300.244339365733 |
| 2013-12-01 | 300.109145772053 |
| 2014-01-01 | 299.920439612099 |
| 2014-02-01 | 300.483508168338 |
| 2014-03-01 | 301.172321298205 |
| 2014-04-01 | 301.921391304165 |
| 2014-05-01 | 302.659420501361 |
| 2014-06-01 | 303.376858623621 |
| 2014-07-01 | 304.090691289860 |
| 2014-08-01 | 305.158274638984 |
| 2014-09-01 | 305.689535835161 |
| 2014-10-01 | 306.148763211539 |
| 2014-11-01 | 306.207943946671 |
| 2014-12-01 | 307.106890895298 |
| 2015-01-01 | 305.953834590387 |
| 2015-02-01 | 307.308957784930 |
| 2015-03-01 | 308.609097617064 |
| 2015-04-01 | 307.466581711364 |
| 2015-05-01 | 309.113054108397 |
| 2015-06-01 | 309.944207422738 |
| 2015-07-01 | 310.690851862085 |
| 2015-08-01 | 311.312186664350 |
| 2015-09-01 | 312.507350552924 |
| 2015-10-01 | 312.746979084937 |
| 2015-11-01 | 313.680026734491 |
| 2015-12-01 | 314.176671143196 |
| 2016-01-01 | 315.958788925209 |
| 2016-02-01 | 316.305168493283 |
| 2016-03-01 | 316.855669568494 |
| 2016-04-01 | 319.324564094179 |
| 2016-05-01 | 319.616273305198 |
| 2016-06-01 | 319.595408957376 |
| 2016-07-01 | 321.624879111779 |
| 2016-08-01 | 323.612111046685 |
| 2016-09-01 | 321.542985949563 |
| 2016-10-01 | 320.004125827359 |
| 2016-11-01 | 323.895290505009 |
| 2016-12-01 | 325.132288284151 |
| 2017-01-01 | 325.793668984702 |
| 2017-02-01 | 327.094466488606 |
| 2017-03-01 | 328.230894253114 |
| 2017-04-01 | 328.825362051671 |
| 2017-05-01 | 329.149851798145 |
| 2017-06-01 | 331.781454601074 |
| 2017-07-01 | 331.137012393424 |
| 2017-08-01 | 331.961356593640 |
| 2017-09-01 | 332.517649246686 |
| 2017-10-01 | 332.008129034822 |
| 2017-11-01 | 332.541781396520 |
| 2017-12-01 | 333.717279494398 |
| 2018-01-01 | 334.281147824248 |
| 2018-02-01 | 335.354504305686 |
| 2018-03-01 | 336.519410675194 |
| 2018-04-01 | 336.889662342535 |
| 2018-05-01 | 337.429383521563 |
| 2018-06-01 | 338.162300454106 |
| 2018-07-01 | 337.649341928474 |
| 2018-08-01 | 337.788494721229 |
| 2018-09-01 | 338.481066999179 |
| 2018-10-01 | 338.711339964080 |
| 2018-11-01 | 339.292359512440 |
| 2018-12-01 | 339.391052973898 |
| 2019-01-01 | 339.893604380311 |
| 2019-02-01 | 339.747296818260 |
| 2019-03-01 | 340.122196367118 |
| 2019-04-01 | 341.440779859437 |
| 2019-05-01 | 341.999293026422 |
| 2019-06-01 | 342.845101143180 |
| 2019-07-01 | 343.031367118230 |
| 2019-08-01 | 343.272089155133 |
| 2019-09-01 | 343.945191559751 |
| 2019-10-01 | 345.139848008997 |
| 2019-11-01 | 345.416262810348 |
| 2019-12-01 | 346.187778701009 |
| 2020-01-01 | 346.550571249657 |
| 2020-02-01 | 348.419617747731 |
| 2020-03-01 | 346.016691517379 |
| 2020-04-01 | 306.842356493833 |
| 2020-05-01 | 309.625278736627 |
| 2020-06-01 | 317.014940728494 |
| 2020-07-01 | 320.505513324204 |
| 2020-08-01 | 323.084277431367 |
| 2020-09-01 | 323.950095080514 |
| 2020-10-01 | 332.698409492312 |
| 2020-11-01 | 334.055721905011 |
| 2020-12-01 | 333.308115296747 |
| 2021-01-01 | 335.995705938509 |
| 2021-02-01 | 336.819310432727 |
| 2021-03-01 | 337.282888690421 |
| 2021-04-01 | 337.968679834564 |
| 2021-05-01 | 337.707379091588 |
| 2021-06-01 | 337.289180449163 |
| 2021-07-01 | 337.263952566886 |
| 2021-08-01 | 337.094161240299 |
| 2021-09-01 | 334.177062092070 |
| 2021-10-01 | 338.828239757429 |
| 2021-11-01 | 339.106831267190 |
| 2021-12-01 | 339.375349951715 |
| 2022-01-01 | 338.511910295457 |
| 2022-02-01 | 339.227945381130 |
| 2022-03-01 | 338.400489598502 |
| 2022-04-01 | 339.368510306999 |
| 2022-05-01 | 339.963478102652 |
| 2022-06-01 | 338.356904735684 |
| 2022-07-01 | 339.862088632381 |
| 2022-08-01 | 340.930235247837 |
| 2022-09-01 | 341.848228147386 |
| 2022-10-01 | 342.404391055327 |
| 2022-11-01 | 343.294746286474 |
| 2022-12-01 | 344.547434746987 |
| 2023-01-01 | 346.552680690125 |
| 2023-02-01 | 348.400341779780 |
| 2023-03-01 | 349.909993203296 |
| 2023-04-01 | 349.384108700412 |
| 2023-05-01 | 351.765246792073 |
| 2023-06-01 | 353.576233634123 |
| 2023-07-01 | 355.829278136620 |
| 2023-08-01 | 357.208117149904 |
| 2023-09-01 | 357.819259099472 |
| 2023-10-01 | 359.479440535236 |
| 2023-11-01 | 360.558836142798 |
| 2023-12-01 | 360.904496122511 |
| 2024-01-01 | 361.224853411635 |
| 2024-02-01 | 362.354132034880 |
| 2024-03-01 | 364.761633659914 |
| 2024-04-01 | 365.610598275389 |
| 2024-05-01 | 367.684044896157 |
| 2024-06-01 | 370.988486140045 |
| 2024-07-01 | 370.577960647781 |
| 2024-08-01 | 371.619260862709 |
| 2024-09-01 | 372.793438327672 |
| 2024-10-01 | 375.080408389047 |
| 2024-11-01 | 376.854984383933 |
| 2024-12-01 | 378.721106448170 |
| 2025-01-01 | 379.896647860697 |
| 2025-02-01 | 380.482209758273 |
| 2025-03-01 | 382.123762683496 |
| 2025-04-01 | 384.543460157774 |
| 2025-05-01 | 386.210839946903 |
| 2025-06-01 | 386.823474194849 |
| 2025-07-01 | 388.734645423226 |
| 2025-08-01 | 389.992902992468 |
| 2025-09-01 | 391.124908167514 |
| 2025-10-01 | 391.275327317604 |
| 2025-11-01 | 391.264386472373 |
| 2025-12-01 | 393.397914581039 |
| 2026-01-01 | 396.128010932136 |
| 2026-02-01 | 398.032106164780 |
| 2026-03-01 | 399.185925341387 |
| 2026-04-01 | 397.758235686171 |
| 2026-05-01 | 397.139388700297 |