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 2026-09-01 |
| Last Updated | 2026-10-20 9:47 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 | 140.0395547029 |
| 1990-02-01 | 140.6451156716 |
| 1990-03-01 | 140.5233966556 |
| 1990-04-01 | 140.9016055601 |
| 1990-05-01 | 141.3100448080 |
| 1990-06-01 | 141.5733723012 |
| 1990-07-01 | 141.9613299228 |
| 1990-08-01 | 143.2067627016 |
| 1990-09-01 | 143.8614736212 |
| 1990-10-01 | 144.4990331486 |
| 1990-11-01 | 144.6145896467 |
| 1990-12-01 | 144.7631847153 |
| 1991-01-01 | 145.2569196841 |
| 1991-02-01 | 144.9532645883 |
| 1991-03-01 | 145.4771465227 |
| 1991-04-01 | 145.2243075158 |
| 1991-05-01 | 145.5394560078 |
| 1991-06-01 | 146.1842914200 |
| 1991-07-01 | 146.3515462017 |
| 1991-08-01 | 146.7868538184 |
| 1991-09-01 | 146.9723043779 |
| 1991-10-01 | 148.0017668019 |
| 1991-11-01 | 147.8222424778 |
| 1991-12-01 | 148.1780862031 |
| 1992-01-01 | 151.1845760302 |
| 1992-02-01 | 151.4492778268 |
| 1992-03-01 | 151.7718640820 |
| 1992-04-01 | 151.9738090396 |
| 1992-05-01 | 152.4062749359 |
| 1992-06-01 | 152.3885534312 |
| 1992-07-01 | 153.0651310628 |
| 1992-08-01 | 153.1260523306 |
| 1992-09-01 | 153.5888703172 |
| 1992-10-01 | 153.9509566915 |
| 1992-11-01 | 154.4325317489 |
| 1992-12-01 | 155.2030439326 |
| 1993-01-01 | 155.2055335026 |
| 1993-02-01 | 155.4815963860 |
| 1993-03-01 | 155.4487046694 |
| 1993-04-01 | 156.4270595255 |
| 1993-05-01 | 156.4465292464 |
| 1993-06-01 | 157.1387343018 |
| 1993-07-01 | 157.6791519863 |
| 1993-08-01 | 157.6233433568 |
| 1993-09-01 | 157.6580108054 |
| 1993-10-01 | 158.4745442295 |
| 1993-11-01 | 158.8054419232 |
| 1993-12-01 | 158.9439663627 |
| 1994-01-01 | 158.4036871166 |
| 1994-02-01 | 158.6681809880 |
| 1994-03-01 | 159.3413835086 |
| 1994-04-01 | 159.4627800921 |
| 1994-05-01 | 159.7084300399 |
| 1994-06-01 | 159.6740750224 |
| 1994-07-01 | 159.0248010627 |
| 1994-08-01 | 159.3561764455 |
| 1994-09-01 | 160.4350695351 |
| 1994-10-01 | 159.1001182051 |
| 1994-11-01 | 159.9683199196 |
| 1994-12-01 | 160.3977636017 |
| 1995-01-01 | 161.5400709557 |
| 1995-02-01 | 162.0545626234 |
| 1995-03-01 | 162.6484418632 |
| 1995-04-01 | 163.0704371496 |
| 1995-05-01 | 163.4017527092 |
| 1995-06-01 | 163.5234485318 |
| 1995-07-01 | 164.8013443552 |
| 1995-08-01 | 165.3768210752 |
| 1995-09-01 | 165.8692030719 |
| 1995-10-01 | 165.8892570188 |
| 1995-11-01 | 166.2633118196 |
| 1995-12-01 | 166.6237830585 |
| 1996-01-01 | 167.6136560085 |
| 1996-02-01 | 167.9931325691 |
| 1996-03-01 | 168.7234208963 |
| 1996-04-01 | 167.7030254999 |
| 1996-05-01 | 168.2880868967 |
| 1996-06-01 | 168.7609604697 |
| 1996-07-01 | 168.0724580906 |
| 1996-08-01 | 168.6175331781 |
| 1996-09-01 | 168.9288026919 |
| 1996-10-01 | 168.1276501194 |
| 1996-11-01 | 169.0466605631 |
| 1996-12-01 | 169.3745771512 |
| 1997-01-01 | 171.8972084488 |
| 1997-02-01 | 171.9976732354 |
| 1997-03-01 | 172.4783638704 |
| 1997-04-01 | 173.6398197041 |
| 1997-05-01 | 173.9493229714 |
| 1997-06-01 | 173.7897029647 |
| 1997-07-01 | 174.3080454644 |
| 1997-08-01 | 174.4259797171 |
| 1997-09-01 | 174.5589612367 |
| 1997-10-01 | 175.6592255887 |
| 1997-11-01 | 175.2683149641 |
| 1997-12-01 | 175.8863480930 |
| 1998-01-01 | 175.6567136930 |
| 1998-02-01 | 175.8756523317 |
| 1998-03-01 | 176.8037733976 |
| 1998-04-01 | 176.7322165070 |
| 1998-05-01 | 177.4810616850 |
| 1998-06-01 | 178.5498373156 |
| 1998-07-01 | 175.9930469464 |
| 1998-08-01 | 176.3516113179 |
| 1998-09-01 | 177.0606889769 |
| 1998-10-01 | 177.0912254436 |
| 1998-11-01 | 177.7298333729 |
| 1998-12-01 | 178.3129344944 |
| 1999-01-01 | 177.0343744350 |
| 1999-02-01 | 176.2966067047 |
| 1999-03-01 | 177.3245937395 |
| 1999-04-01 | 178.9292153858 |
| 1999-05-01 | 179.1293307000 |
| 1999-06-01 | 179.8908495179 |
| 1999-07-01 | 181.1182046792 |
| 1999-08-01 | 181.8230302231 |
| 1999-09-01 | 182.1719901635 |
| 1999-10-01 | 184.2257088899 |
| 1999-11-01 | 184.3398707809 |
| 1999-12-01 | 185.2930923791 |
| 2000-01-01 | 185.4870367825 |
| 2000-02-01 | 186.6771477005 |
| 2000-03-01 | 187.1814047013 |
| 2000-04-01 | 187.5496185144 |
| 2000-05-01 | 187.7742174370 |
| 2000-06-01 | 188.0565621061 |
| 2000-07-01 | 188.1793800766 |
| 2000-08-01 | 188.8316938303 |
| 2000-09-01 | 190.2028622871 |
| 2000-10-01 | 190.5845268457 |
| 2000-11-01 | 191.0527894385 |
| 2000-12-01 | 192.6224059094 |
| 2001-01-01 | 190.7447678385 |
| 2001-02-01 | 190.8886618249 |
| 2001-03-01 | 192.0386234561 |
| 2001-04-01 | 191.8723636355 |
| 2001-05-01 | 192.7722062647 |
| 2001-06-01 | 192.8602963929 |
| 2001-07-01 | 193.2564446241 |
| 2001-08-01 | 194.1384732687 |
| 2001-09-01 | 195.5888758141 |
| 2001-10-01 | 196.7733028591 |
| 2001-11-01 | 197.7033790053 |
| 2001-12-01 | 198.6202224927 |
| 2002-01-01 | 199.1731884519 |
| 2002-02-01 | 199.7405730761 |
| 2002-03-01 | 200.0565336157 |
| 2002-04-01 | 200.5716923309 |
| 2002-05-01 | 201.5470451655 |
| 2002-06-01 | 201.8561222152 |
| 2002-07-01 | 204.0517461855 |
| 2002-08-01 | 204.9521250751 |
| 2002-09-01 | 205.8690171984 |
| 2002-10-01 | 206.5229906289 |
| 2002-11-01 | 207.3066307580 |
| 2002-12-01 | 208.0267864085 |
| 2003-01-01 | 210.0786841136 |
| 2003-02-01 | 211.8002134974 |
| 2003-03-01 | 212.0864444515 |
| 2003-04-01 | 212.2352631431 |
| 2003-05-01 | 212.7007736665 |
| 2003-06-01 | 213.7242395987 |
| 2003-07-01 | 213.7380808000 |
| 2003-08-01 | 213.9434490656 |
| 2003-09-01 | 213.4568111101 |
| 2003-10-01 | 213.7881612980 |
| 2003-11-01 | 214.3229590453 |
| 2003-12-01 | 214.2077362925 |
| 2004-01-01 | 215.3527243289 |
| 2004-02-01 | 215.4657547562 |
| 2004-03-01 | 215.8741396341 |
| 2004-04-01 | 216.9462759569 |
| 2004-05-01 | 217.3223329136 |
| 2004-06-01 | 218.7517196686 |
| 2004-07-01 | 217.2430508555 |
| 2004-08-01 | 217.2937150639 |
| 2004-09-01 | 217.7538441280 |
| 2004-10-01 | 219.1062904604 |
| 2004-11-01 | 219.1611709405 |
| 2004-12-01 | 220.5721106884 |
| 2005-01-01 | 220.6826812549 |
| 2005-02-01 | 222.2647333249 |
| 2005-03-01 | 222.7606917065 |
| 2005-04-01 | 222.8481246101 |
| 2005-05-01 | 224.1647891294 |
| 2005-06-01 | 224.7469397322 |
| 2005-07-01 | 226.3905365322 |
| 2005-08-01 | 227.9523535604 |
| 2005-09-01 | 229.6607695737 |
| 2005-10-01 | 229.6664715281 |
| 2005-11-01 | 230.6114747192 |
| 2005-12-01 | 232.4572479794 |
| 2006-01-01 | 233.8827577563 |
| 2006-02-01 | 233.7628617114 |
| 2006-03-01 | 235.3539553486 |
| 2006-04-01 | 237.2938541455 |
| 2006-05-01 | 237.9003196374 |
| 2006-06-01 | 239.9143805665 |
| 2006-07-01 | 241.7278948004 |
| 2006-08-01 | 242.4980378291 |
| 2006-09-01 | 242.6287710120 |
| 2006-10-01 | 242.7006121509 |
| 2006-11-01 | 244.2502101283 |
| 2006-12-01 | 245.7791644184 |
| 2007-01-01 | 248.9390337832 |
| 2007-02-01 | 248.7101848880 |
| 2007-03-01 | 249.6240658701 |
| 2007-04-01 | 250.4810396995 |
| 2007-05-01 | 252.0185820852 |
| 2007-06-01 | 253.5794732648 |
| 2007-07-01 | 253.7952364497 |
| 2007-08-01 | 254.7725027983 |
| 2007-09-01 | 254.4602057793 |
| 2007-10-01 | 255.0750796049 |
| 2007-11-01 | 256.5963809862 |
| 2007-12-01 | 256.6956966006 |
| 2008-01-01 | 257.4391532859 |
| 2008-02-01 | 258.1739786494 |
| 2008-03-01 | 258.8676880740 |
| 2008-04-01 | 259.5854986453 |
| 2008-05-01 | 259.5048772477 |
| 2008-06-01 | 261.1259921963 |
| 2008-07-01 | 262.3644299962 |
| 2008-08-01 | 262.6372546638 |
| 2008-09-01 | 263.8669398924 |
| 2008-10-01 | 265.2013751657 |
| 2008-11-01 | 265.3720216837 |
| 2008-12-01 | 265.8184778729 |
| 2009-01-01 | 266.4386106912 |
| 2009-02-01 | 266.6675707912 |
| 2009-03-01 | 266.9769815627 |
| 2009-04-01 | 267.4604303290 |
| 2009-05-01 | 267.8054839315 |
| 2009-06-01 | 266.8707523763 |
| 2009-07-01 | 268.3781696245 |
| 2009-08-01 | 267.5675664739 |
| 2009-09-01 | 267.4606266466 |
| 2009-10-01 | 268.3648687888 |
| 2009-11-01 | 268.7594410853 |
| 2009-12-01 | 269.7503390740 |
| 2010-01-01 | 267.7447561087 |
| 2010-02-01 | 267.9244541391 |
| 2010-03-01 | 269.4475304334 |
| 2010-04-01 | 270.6767546261 |
| 2010-05-01 | 271.2653666436 |
| 2010-06-01 | 271.7291058167 |
| 2010-07-01 | 270.9874089378 |
| 2010-08-01 | 272.0413862136 |
| 2010-09-01 | 271.3739172995 |
| 2010-10-01 | 273.2791378843 |
| 2010-11-01 | 273.7192032521 |
| 2010-12-01 | 273.9475690602 |
| 2011-01-01 | 276.0122078794 |
| 2011-02-01 | 275.8040721441 |
| 2011-03-01 | 276.2502077158 |
| 2011-04-01 | 279.0458341537 |
| 2011-05-01 | 278.5504514550 |
| 2011-06-01 | 278.8645408633 |
| 2011-07-01 | 278.7957260452 |
| 2011-08-01 | 279.4951582308 |
| 2011-09-01 | 281.1265712619 |
| 2011-10-01 | 281.0155208074 |
| 2011-11-01 | 281.6166905376 |
| 2011-12-01 | 282.9089342534 |
| 2012-01-01 | 283.0389102318 |
| 2012-02-01 | 284.1192222937 |
| 2012-03-01 | 284.5257851174 |
| 2012-04-01 | 283.8946469281 |
| 2012-05-01 | 284.0394326700 |
| 2012-06-01 | 284.2977673762 |
| 2012-07-01 | 285.4778354978 |
| 2012-08-01 | 285.6963025787 |
| 2012-09-01 | 288.9183115366 |
| 2012-10-01 | 289.5706285705 |
| 2012-11-01 | 290.1045675774 |
| 2012-12-01 | 290.1137954793 |
| 2013-01-01 | 293.6387449700 |
| 2013-02-01 | 294.5482894039 |
| 2013-03-01 | 294.4219020783 |
| 2013-04-01 | 295.3700124993 |
| 2013-05-01 | 296.3770922728 |
| 2013-06-01 | 297.0015498723 |
| 2013-07-01 | 297.3445589914 |
| 2013-08-01 | 298.1908788658 |
| 2013-09-01 | 298.5977011520 |
| 2013-10-01 | 299.3512430777 |
| 2013-11-01 | 300.2443131203 |
| 2013-12-01 | 300.1091130494 |
| 2014-01-01 | 299.9210953705 |
| 2014-02-01 | 300.4835427835 |
| 2014-03-01 | 301.1723638871 |
| 2014-04-01 | 301.9213080444 |
| 2014-05-01 | 302.6594518465 |
| 2014-06-01 | 303.3762102175 |
| 2014-07-01 | 304.0906334684 |
| 2014-08-01 | 305.1581598910 |
| 2014-09-01 | 305.6895218795 |
| 2014-10-01 | 306.1488353644 |
| 2014-11-01 | 306.2080162513 |
| 2014-12-01 | 307.1070099613 |
| 2015-01-01 | 305.9545456583 |
| 2015-02-01 | 307.3090724912 |
| 2015-03-01 | 308.6091837391 |
| 2015-04-01 | 307.4665375304 |
| 2015-05-01 | 309.1130583118 |
| 2015-06-01 | 309.9430597682 |
| 2015-07-01 | 310.6905981207 |
| 2015-08-01 | 311.3118614240 |
| 2015-09-01 | 312.5073038233 |
| 2015-10-01 | 312.7472401964 |
| 2015-11-01 | 313.6804419684 |
| 2015-12-01 | 314.1772137245 |
| 2016-01-01 | 315.9597006362 |
| 2016-02-01 | 316.3054043091 |
| 2016-03-01 | 316.8557781076 |
| 2016-04-01 | 319.3244748570 |
| 2016-05-01 | 319.6161037950 |
| 2016-06-01 | 319.5937345812 |
| 2016-07-01 | 321.6240004865 |
| 2016-08-01 | 323.6111487413 |
| 2016-09-01 | 321.5427210446 |
| 2016-10-01 | 320.0047429165 |
| 2016-11-01 | 323.8962637302 |
| 2016-12-01 | 325.1336860898 |
| 2017-01-01 | 325.7958299811 |
| 2017-02-01 | 327.0955732958 |
| 2017-03-01 | 328.2295888862 |
| 2017-04-01 | 328.8240246991 |
| 2017-05-01 | 329.1529536405 |
| 2017-06-01 | 331.7762396425 |
| 2017-07-01 | 331.1358360455 |
| 2017-08-01 | 331.9586059178 |
| 2017-09-01 | 332.5176181402 |
| 2017-10-01 | 332.0088003516 |
| 2017-11-01 | 332.5451847191 |
| 2017-12-01 | 333.7179308326 |
| 2018-01-01 | 334.2843295730 |
| 2018-02-01 | 335.3569894358 |
| 2018-03-01 | 336.5176456638 |
| 2018-04-01 | 336.8879258728 |
| 2018-05-01 | 337.4363163860 |
| 2018-06-01 | 338.1533416904 |
| 2018-07-01 | 337.6470160933 |
| 2018-08-01 | 337.7832488631 |
| 2018-09-01 | 338.4808976731 |
| 2018-10-01 | 338.7114376453 |
| 2018-11-01 | 339.2972968764 |
| 2018-12-01 | 339.3899749474 |
| 2019-01-01 | 339.8977892580 |
| 2019-02-01 | 339.7524154203 |
| 2019-03-01 | 340.1227277284 |
| 2019-04-01 | 341.4422911466 |
| 2019-05-01 | 342.0135292276 |
| 2019-06-01 | 342.8222356396 |
| 2019-07-01 | 343.0288050614 |
| 2019-08-01 | 343.2646578450 |
| 2019-09-01 | 343.9454117181 |
| 2019-10-01 | 345.1383865048 |
| 2019-11-01 | 345.4212349255 |
| 2019-12-01 | 346.1850358823 |
| 2020-01-01 | 346.5549978157 |
| 2020-02-01 | 348.4249965308 |
| 2020-03-01 | 346.0149848504 |
| 2020-04-01 | 306.8769738500 |
| 2020-05-01 | 309.6309860007 |
| 2020-06-01 | 316.9755999529 |
| 2020-07-01 | 320.4980802337 |
| 2020-08-01 | 323.0742771354 |
| 2020-09-01 | 323.9476472760 |
| 2020-10-01 | 332.6938297302 |
| 2020-11-01 | 334.0571679135 |
| 2020-12-01 | 333.3064476357 |
| 2021-01-01 | 336.0064422936 |
| 2021-02-01 | 336.8330622465 |
| 2021-03-01 | 337.2895629787 |
| 2021-04-01 | 338.0541582074 |
| 2021-05-01 | 337.7138479178 |
| 2021-06-01 | 337.1772052703 |
| 2021-07-01 | 337.2510567006 |
| 2021-08-01 | 337.0789021901 |
| 2021-09-01 | 334.1704399239 |
| 2021-10-01 | 338.8203112326 |
| 2021-11-01 | 339.1089650870 |
| 2021-12-01 | 339.3816581937 |
| 2022-01-01 | 338.5389087890 |
| 2022-02-01 | 339.2622009780 |
| 2022-03-01 | 338.4268276787 |
| 2022-04-01 | 339.5233243742 |
| 2022-05-01 | 339.9579214172 |
| 2022-06-01 | 338.1311967587 |
| 2022-07-01 | 339.8269007942 |
| 2022-08-01 | 340.9006579909 |
| 2022-09-01 | 341.8376831088 |
| 2022-10-01 | 342.4031786542 |
| 2022-11-01 | 343.2913310676 |
| 2022-12-01 | 344.5825655886 |
| 2023-01-01 | 346.6224065208 |
| 2023-02-01 | 348.4700155687 |
| 2023-03-01 | 349.9597142575 |
| 2023-04-01 | 349.6626012387 |
| 2023-05-01 | 351.7174041427 |
| 2023-06-01 | 353.1614126762 |
| 2023-07-01 | 355.7002867508 |
| 2023-08-01 | 357.1892291420 |
| 2023-09-01 | 357.8221341774 |
| 2023-10-01 | 359.5035556993 |
| 2023-11-01 | 360.5702810552 |
| 2023-12-01 | 360.9866829851 |
| 2024-01-01 | 361.3430624434 |
| 2024-02-01 | 362.4527546940 |
| 2024-03-01 | 364.8293682328 |
| 2024-04-01 | 366.0369237716 |
| 2024-05-01 | 367.5929835446 |
| 2024-06-01 | 370.3355215543 |
| 2024-07-01 | 370.3255299337 |
| 2024-08-01 | 371.6318834658 |
| 2024-09-01 | 372.8127774101 |
| 2024-10-01 | 375.1410074896 |
| 2024-11-01 | 376.8865213102 |
| 2024-12-01 | 378.8601929884 |
| 2025-01-01 | 380.0704645345 |
| 2025-02-01 | 380.6100181439 |
| 2025-03-01 | 382.2102594597 |
| 2025-04-01 | 385.1083411547 |
| 2025-05-01 | 386.0890680288 |
| 2025-06-01 | 385.9136275754 |
| 2025-07-01 | 388.3414039393 |
| 2025-08-01 | 390.0627947368 |
| 2025-09-01 | 391.1660652206 |
| 2025-10-01 | 391.3744782875 |
| 2025-11-01 | 391.3330432071 |
| 2025-12-01 | 393.5834764412 |
| 2026-01-01 | 396.3357817619 |
| 2026-02-01 | 398.1747792320 |
| 2026-03-01 | 399.2903065692 |
| 2026-04-01 | 398.3972872474 |
| 2026-05-01 | 398.5126055968 |
| 2026-06-01 | 403.2716885111 |
| 2026-07-01 | 403.0382879253 |
| 2026-08-01 | 403.3009604150 |
| 2026-09-01 | 396.8200661231 |