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 2026-08-01 |
| Last Updated | 2026-09-18 12:13 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 | 140.0395714935 |
| 1990-02-01 | 140.6451288991 |
| 1990-03-01 | 140.5234062422 |
| 1990-04-01 | 140.9016123490 |
| 1990-05-01 | 141.3100485911 |
| 1990-06-01 | 141.5733731402 |
| 1990-07-01 | 141.9613281452 |
| 1990-08-01 | 143.2067583674 |
| 1990-09-01 | 143.8614672520 |
| 1990-10-01 | 144.4990233329 |
| 1990-11-01 | 144.6145786238 |
| 1990-12-01 | 144.7631680675 |
| 1991-01-01 | 145.2569356343 |
| 1991-02-01 | 144.9532774839 |
| 1991-03-01 | 145.4771560245 |
| 1991-04-01 | 145.2243142722 |
| 1991-05-01 | 145.5394596905 |
| 1991-06-01 | 146.1842921270 |
| 1991-07-01 | 146.3515444734 |
| 1991-08-01 | 146.7868498850 |
| 1991-09-01 | 146.9722985788 |
| 1991-10-01 | 148.0017575897 |
| 1991-11-01 | 147.8222326300 |
| 1991-12-01 | 148.1780713462 |
| 1992-01-01 | 151.1845898359 |
| 1992-02-01 | 151.4492895025 |
| 1992-03-01 | 151.7718727822 |
| 1992-04-01 | 151.9738153023 |
| 1992-05-01 | 152.4062782356 |
| 1992-06-01 | 152.3885539714 |
| 1992-07-01 | 153.0651294430 |
| 1992-08-01 | 153.1260489829 |
| 1992-09-01 | 153.5888655367 |
| 1992-10-01 | 153.9509488082 |
| 1992-11-01 | 154.4325237138 |
| 1992-12-01 | 155.2030309191 |
| 1993-01-01 | 155.2055450993 |
| 1993-02-01 | 155.4816058306 |
| 1993-03-01 | 155.4487116675 |
| 1993-04-01 | 156.4270644588 |
| 1993-05-01 | 156.4465317770 |
| 1993-06-01 | 157.1387344955 |
| 1993-07-01 | 157.6791505262 |
| 1993-08-01 | 157.6233408831 |
| 1993-09-01 | 157.6580072268 |
| 1993-10-01 | 158.4745381114 |
| 1993-11-01 | 158.8054367687 |
| 1993-12-01 | 158.9439575178 |
| 1994-01-01 | 158.4036946950 |
| 1994-02-01 | 158.6681873743 |
| 1994-03-01 | 159.3413885407 |
| 1994-04-01 | 159.4627835043 |
| 1994-05-01 | 159.7084317109 |
| 1994-06-01 | 159.6740750184 |
| 1994-07-01 | 159.0247999324 |
| 1994-08-01 | 159.3561748223 |
| 1994-09-01 | 160.4350672854 |
| 1994-10-01 | 159.1001140612 |
| 1994-11-01 | 159.9683172029 |
| 1994-12-01 | 160.3977588828 |
| 1995-01-01 | 161.5400751498 |
| 1995-02-01 | 162.0545661869 |
| 1995-03-01 | 162.6484451125 |
| 1995-04-01 | 163.0704391505 |
| 1995-05-01 | 163.4017536866 |
| 1995-06-01 | 163.5234485248 |
| 1995-07-01 | 164.8013434300 |
| 1995-08-01 | 165.3768201304 |
| 1995-09-01 | 165.8692016114 |
| 1995-10-01 | 165.8892541503 |
| 1995-11-01 | 166.2633109512 |
| 1995-12-01 | 166.6237821511 |
| 1996-01-01 | 167.6136569914 |
| 1996-02-01 | 167.9931339187 |
| 1996-03-01 | 168.7234229043 |
| 1996-04-01 | 167.7030265954 |
| 1996-05-01 | 168.2880874695 |
| 1996-06-01 | 168.7609607311 |
| 1996-07-01 | 168.0724574387 |
| 1996-08-01 | 168.6175325995 |
| 1996-09-01 | 168.9288018556 |
| 1996-10-01 | 168.1276483775 |
| 1996-11-01 | 169.0466602066 |
| 1996-12-01 | 169.3745771786 |
| 1997-01-01 | 171.8972088973 |
| 1997-02-01 | 171.9976736349 |
| 1997-03-01 | 172.4783650970 |
| 1997-04-01 | 173.6398202053 |
| 1997-05-01 | 173.9493233818 |
| 1997-06-01 | 173.7897034221 |
| 1997-07-01 | 174.3080448432 |
| 1997-08-01 | 174.4259792478 |
| 1997-09-01 | 174.5589606646 |
| 1997-10-01 | 175.6592245561 |
| 1997-11-01 | 175.2683148616 |
| 1997-12-01 | 175.8863481106 |
| 1998-01-01 | 175.6567140796 |
| 1998-02-01 | 175.8756524705 |
| 1998-03-01 | 176.8037741193 |
| 1998-04-01 | 176.7322168213 |
| 1998-05-01 | 177.4810620711 |
| 1998-06-01 | 178.5498378327 |
| 1998-07-01 | 175.9930463732 |
| 1998-08-01 | 176.3516108304 |
| 1998-09-01 | 177.0606885781 |
| 1998-10-01 | 177.0912249363 |
| 1998-11-01 | 177.7298332123 |
| 1998-12-01 | 178.3129343484 |
| 1999-01-01 | 177.0343747543 |
| 1999-02-01 | 176.2966068552 |
| 1999-03-01 | 177.3245942036 |
| 1999-04-01 | 178.9292156722 |
| 1999-05-01 | 179.1293310664 |
| 1999-06-01 | 179.8908500220 |
| 1999-07-01 | 181.1182041066 |
| 1999-08-01 | 181.8230297859 |
| 1999-09-01 | 182.1719898500 |
| 1999-10-01 | 184.2257086081 |
| 1999-11-01 | 184.3398707057 |
| 1999-12-01 | 185.2930921221 |
| 2000-01-01 | 185.4870370436 |
| 2000-02-01 | 186.6771478775 |
| 2000-03-01 | 187.1814049349 |
| 2000-04-01 | 187.5496187747 |
| 2000-05-01 | 187.7742177351 |
| 2000-06-01 | 188.0565624731 |
| 2000-07-01 | 188.1793796702 |
| 2000-08-01 | 188.8316935095 |
| 2000-09-01 | 190.2028620444 |
| 2000-10-01 | 190.5845267537 |
| 2000-11-01 | 191.0527894052 |
| 2000-12-01 | 192.6224056463 |
| 2001-01-01 | 190.7447679737 |
| 2001-02-01 | 190.8886619709 |
| 2001-03-01 | 192.0386236072 |
| 2001-04-01 | 191.8723637985 |
| 2001-05-01 | 192.7722064500 |
| 2001-06-01 | 192.8602966011 |
| 2001-07-01 | 193.2564444045 |
| 2001-08-01 | 194.1384730817 |
| 2001-09-01 | 195.5888756697 |
| 2001-10-01 | 196.7733028089 |
| 2001-11-01 | 197.7033789835 |
| 2001-12-01 | 198.6202223517 |
| 2002-01-01 | 199.1731885217 |
| 2002-02-01 | 199.7405731689 |
| 2002-03-01 | 200.0565336962 |
| 2002-04-01 | 200.5716924170 |
| 2002-05-01 | 201.5470452368 |
| 2002-06-01 | 201.8561222463 |
| 2002-07-01 | 204.0517461491 |
| 2002-08-01 | 204.9521250068 |
| 2002-09-01 | 205.8690171258 |
| 2002-10-01 | 206.5229905965 |
| 2002-11-01 | 207.3066307309 |
| 2002-12-01 | 208.0267863906 |
| 2003-01-01 | 210.0786841169 |
| 2003-02-01 | 211.8002135491 |
| 2003-03-01 | 212.0864444790 |
| 2003-04-01 | 212.2352631721 |
| 2003-05-01 | 212.7007736857 |
| 2003-06-01 | 213.7242396117 |
| 2003-07-01 | 213.7380807861 |
| 2003-08-01 | 213.9434490431 |
| 2003-09-01 | 213.4568110865 |
| 2003-10-01 | 213.7881612838 |
| 2003-11-01 | 214.3229590387 |
| 2003-12-01 | 214.2077362909 |
| 2004-01-01 | 215.3527243265 |
| 2004-02-01 | 215.4657547925 |
| 2004-03-01 | 215.8741396354 |
| 2004-04-01 | 216.9462759572 |
| 2004-05-01 | 217.3223329118 |
| 2004-06-01 | 218.7517196718 |
| 2004-07-01 | 217.2430508504 |
| 2004-08-01 | 217.2937150596 |
| 2004-09-01 | 217.7538441216 |
| 2004-10-01 | 219.1062904576 |
| 2004-11-01 | 219.1611709390 |
| 2004-12-01 | 220.5721106934 |
| 2005-01-01 | 220.6826812513 |
| 2005-02-01 | 222.2647333478 |
| 2005-03-01 | 222.7606917008 |
| 2005-04-01 | 222.8481246031 |
| 2005-05-01 | 224.1647891219 |
| 2005-06-01 | 224.7469397315 |
| 2005-07-01 | 226.3905365320 |
| 2005-08-01 | 227.9523535652 |
| 2005-09-01 | 229.6607695780 |
| 2005-10-01 | 229.6664715336 |
| 2005-11-01 | 230.6114747211 |
| 2005-12-01 | 232.4572479798 |
| 2006-01-01 | 233.8827577492 |
| 2006-02-01 | 233.7628617185 |
| 2006-03-01 | 235.3539553361 |
| 2006-04-01 | 237.2938541314 |
| 2006-05-01 | 237.9003196225 |
| 2006-06-01 | 239.9143805542 |
| 2006-07-01 | 241.7278948193 |
| 2006-08-01 | 242.4980378547 |
| 2006-09-01 | 242.6287710423 |
| 2006-10-01 | 242.7006121752 |
| 2006-11-01 | 244.2502101322 |
| 2006-12-01 | 245.7791643973 |
| 2007-01-01 | 248.9390337550 |
| 2007-02-01 | 248.7101848682 |
| 2007-03-01 | 249.6240658497 |
| 2007-04-01 | 250.4810396836 |
| 2007-05-01 | 252.0185820738 |
| 2007-06-01 | 253.5794732363 |
| 2007-07-01 | 253.7952365208 |
| 2007-08-01 | 254.7725027819 |
| 2007-09-01 | 254.4602059256 |
| 2007-10-01 | 255.0750795656 |
| 2007-11-01 | 256.5963809641 |
| 2007-12-01 | 256.6956966101 |
| 2008-01-01 | 257.4391531395 |
| 2008-02-01 | 258.1739787126 |
| 2008-03-01 | 258.8676881093 |
| 2008-04-01 | 259.5854986483 |
| 2008-05-01 | 259.5048772296 |
| 2008-06-01 | 261.1259921379 |
| 2008-07-01 | 262.3644300984 |
| 2008-08-01 | 262.6372545505 |
| 2008-09-01 | 263.8669400945 |
| 2008-10-01 | 265.2013749774 |
| 2008-11-01 | 265.3720215947 |
| 2008-12-01 | 265.8184779593 |
| 2009-01-01 | 266.4386105302 |
| 2009-02-01 | 266.6675710640 |
| 2009-03-01 | 266.9769817136 |
| 2009-04-01 | 267.4604303138 |
| 2009-05-01 | 267.8054838344 |
| 2009-06-01 | 266.8707522953 |
| 2009-07-01 | 268.3781698732 |
| 2009-08-01 | 267.5675663204 |
| 2009-09-01 | 267.4606269963 |
| 2009-10-01 | 268.3648684392 |
| 2009-11-01 | 268.7594405423 |
| 2009-12-01 | 269.7503386075 |
| 2010-01-01 | 267.7447553852 |
| 2010-02-01 | 267.9244558213 |
| 2010-03-01 | 269.4475304767 |
| 2010-04-01 | 270.6767549411 |
| 2010-05-01 | 271.2653669973 |
| 2010-06-01 | 271.7291061173 |
| 2010-07-01 | 270.9874095298 |
| 2010-08-01 | 272.0413861568 |
| 2010-09-01 | 271.3739173966 |
| 2010-10-01 | 273.2791363556 |
| 2010-11-01 | 273.7192006193 |
| 2010-12-01 | 273.9475659869 |
| 2011-01-01 | 276.0122057509 |
| 2011-02-01 | 275.8040771283 |
| 2011-03-01 | 276.2502117077 |
| 2011-04-01 | 279.0458388327 |
| 2011-05-01 | 278.5504537011 |
| 2011-06-01 | 278.8645397685 |
| 2011-07-01 | 278.7957236877 |
| 2011-08-01 | 279.4951554420 |
| 2011-09-01 | 281.1265692242 |
| 2011-10-01 | 281.0155162386 |
| 2011-11-01 | 281.6166846443 |
| 2011-12-01 | 282.9089298140 |
| 2012-01-01 | 283.0389014745 |
| 2012-02-01 | 284.1192367211 |
| 2012-03-01 | 284.5257983865 |
| 2012-04-01 | 283.8946755206 |
| 2012-05-01 | 284.0394319137 |
| 2012-06-01 | 284.2977562270 |
| 2012-07-01 | 285.4778207608 |
| 2012-08-01 | 285.6962909339 |
| 2012-09-01 | 288.9183056531 |
| 2012-10-01 | 289.5706201811 |
| 2012-11-01 | 290.1045559540 |
| 2012-12-01 | 290.1137926999 |
| 2013-01-01 | 293.6387347699 |
| 2013-02-01 | 294.5483114788 |
| 2013-03-01 | 294.4219189008 |
| 2013-04-01 | 295.3701287348 |
| 2013-05-01 | 296.3770965029 |
| 2013-06-01 | 297.0014523855 |
| 2013-07-01 | 297.3445325137 |
| 2013-08-01 | 298.1908492994 |
| 2013-09-01 | 298.5977079972 |
| 2013-10-01 | 299.3512132555 |
| 2013-11-01 | 300.2443085808 |
| 2013-12-01 | 300.1091210172 |
| 2014-01-01 | 299.9210893446 |
| 2014-02-01 | 300.4835737163 |
| 2014-03-01 | 301.1723882756 |
| 2014-04-01 | 301.9215268534 |
| 2014-05-01 | 302.6594808367 |
| 2014-06-01 | 303.3759567723 |
| 2014-07-01 | 304.0906165098 |
| 2014-08-01 | 305.1581220783 |
| 2014-09-01 | 305.6895381905 |
| 2014-10-01 | 306.1487689545 |
| 2014-11-01 | 306.2080007100 |
| 2014-12-01 | 307.1070070801 |
| 2015-01-01 | 305.9545501389 |
| 2015-02-01 | 307.3091492869 |
| 2015-03-01 | 308.6092849400 |
| 2015-04-01 | 307.4669055441 |
| 2015-05-01 | 309.1131329326 |
| 2015-06-01 | 309.9426035522 |
| 2015-07-01 | 310.6904998454 |
| 2015-08-01 | 311.3117094412 |
| 2015-09-01 | 312.5072662670 |
| 2015-10-01 | 312.7471465201 |
| 2015-11-01 | 313.6804881218 |
| 2015-12-01 | 314.1772818343 |
| 2016-01-01 | 315.9597834289 |
| 2016-02-01 | 316.3055971898 |
| 2016-03-01 | 316.8560294745 |
| 2016-04-01 | 319.3249873269 |
| 2016-05-01 | 319.6162026335 |
| 2016-06-01 | 319.5930335981 |
| 2016-07-01 | 321.6236250003 |
| 2016-08-01 | 323.6106863442 |
| 2016-09-01 | 321.5425117032 |
| 2016-10-01 | 320.0046705662 |
| 2016-11-01 | 323.8965222442 |
| 2016-12-01 | 325.1340592484 |
| 2017-01-01 | 325.7960940655 |
| 2017-02-01 | 327.0957686563 |
| 2017-03-01 | 328.2300769792 |
| 2017-04-01 | 328.8253419392 |
| 2017-05-01 | 329.1528062330 |
| 2017-06-01 | 331.7747095422 |
| 2017-07-01 | 331.1351633420 |
| 2017-08-01 | 331.9575030590 |
| 2017-09-01 | 332.5169951234 |
| 2017-10-01 | 332.0080599221 |
| 2017-11-01 | 332.5466347397 |
| 2017-12-01 | 333.7198902284 |
| 2018-01-01 | 334.2843385439 |
| 2018-02-01 | 335.3568385707 |
| 2018-03-01 | 336.5184374169 |
| 2018-04-01 | 336.8900751991 |
| 2018-05-01 | 337.4358222960 |
| 2018-06-01 | 338.1509351962 |
| 2018-07-01 | 337.6458940164 |
| 2018-08-01 | 337.7813427776 |
| 2018-09-01 | 338.4797376353 |
| 2018-10-01 | 338.7099731190 |
| 2018-11-01 | 339.2999653073 |
| 2018-12-01 | 339.3936181271 |
| 2019-01-01 | 339.8976757907 |
| 2019-02-01 | 339.7521706130 |
| 2019-03-01 | 340.1241814360 |
| 2019-04-01 | 341.4456318727 |
| 2019-05-01 | 342.0129133580 |
| 2019-06-01 | 342.8173641240 |
| 2019-07-01 | 343.0272471154 |
| 2019-08-01 | 343.2620613091 |
| 2019-09-01 | 343.9440135916 |
| 2019-10-01 | 345.1363000250 |
| 2019-11-01 | 345.4250376119 |
| 2019-12-01 | 346.1904179974 |
| 2020-01-01 | 346.5546552490 |
| 2020-02-01 | 348.4242320131 |
| 2020-03-01 | 346.0157606125 |
| 2020-04-01 | 306.8845923147 |
| 2020-05-01 | 309.6289231075 |
| 2020-06-01 | 316.9681766800 |
| 2020-07-01 | 320.4954584024 |
| 2020-08-01 | 323.0712090222 |
| 2020-09-01 | 323.9463626110 |
| 2020-10-01 | 332.6925274101 |
| 2020-11-01 | 334.0619163395 |
| 2020-12-01 | 333.3133407356 |
| 2021-01-01 | 336.0077677085 |
| 2021-02-01 | 336.8321864191 |
| 2021-03-01 | 337.2890420761 |
| 2021-04-01 | 338.0677748361 |
| 2021-05-01 | 337.7109665136 |
| 2021-06-01 | 337.1523734329 |
| 2021-07-01 | 337.2486147236 |
| 2021-08-01 | 337.0768255325 |
| 2021-09-01 | 334.1718384283 |
| 2021-10-01 | 338.8237413116 |
| 2021-11-01 | 339.1202616835 |
| 2021-12-01 | 339.3941745460 |
| 2022-01-01 | 338.5432108353 |
| 2022-02-01 | 339.2611370681 |
| 2022-03-01 | 338.4214268862 |
| 2022-04-01 | 339.5365940993 |
| 2022-05-01 | 339.9415134823 |
| 2022-06-01 | 338.0967006902 |
| 2022-07-01 | 339.8153365309 |
| 2022-08-01 | 340.8978103681 |
| 2022-09-01 | 341.8465926685 |
| 2022-10-01 | 342.4194984371 |
| 2022-11-01 | 343.3220889926 |
| 2022-12-01 | 344.6028570825 |
| 2023-01-01 | 346.6353552499 |
| 2023-02-01 | 348.4764092988 |
| 2023-03-01 | 349.9348464735 |
| 2023-04-01 | 349.6691331027 |
| 2023-05-01 | 351.6786264442 |
| 2023-06-01 | 353.1076124705 |
| 2023-07-01 | 355.6575690914 |
| 2023-08-01 | 357.1791370765 |
| 2023-09-01 | 357.8703221388 |
| 2023-10-01 | 359.5480618781 |
| 2023-11-01 | 360.6279388227 |
| 2023-12-01 | 361.0178121403 |
| 2024-01-01 | 361.3664699906 |
| 2024-02-01 | 362.4668176488 |
| 2024-03-01 | 364.7809990233 |
| 2024-04-01 | 366.0328180510 |
| 2024-05-01 | 367.5223739575 |
| 2024-06-01 | 370.2633964080 |
| 2024-07-01 | 370.2205457817 |
| 2024-08-01 | 371.6212296428 |
| 2024-09-01 | 372.9165462828 |
| 2024-10-01 | 375.2200815004 |
| 2024-11-01 | 376.9758783810 |
| 2024-12-01 | 378.9030583960 |
| 2025-01-01 | 380.1064464947 |
| 2025-02-01 | 380.6339426327 |
| 2025-03-01 | 382.1350467490 |
| 2025-04-01 | 385.0908208894 |
| 2025-05-01 | 385.9923382309 |
| 2025-06-01 | 385.8087588096 |
| 2025-07-01 | 388.1647119092 |
| 2025-08-01 | 390.0548103390 |
| 2025-09-01 | 391.3396549762 |
| 2025-10-01 | 391.4890870518 |
| 2025-11-01 | 391.4482965986 |
| 2025-12-01 | 393.6383010649 |
| 2026-01-01 | 396.3800863627 |
| 2026-02-01 | 398.2028162601 |
| 2026-03-01 | 399.1978125618 |
| 2026-04-01 | 398.3645700815 |
| 2026-05-01 | 398.3914901901 |
| 2026-06-01 | 403.1492612296 |
| 2026-07-01 | 402.7933274194 |
| 2026-08-01 | 401.2865074335 |