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 2026-07-01 |
| Last Updated | 2026-08-21 7:37 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 | 140.039448172477 |
| 1990-02-01 | 140.645031748016 |
| 1990-03-01 | 140.523335838415 |
| 1990-04-01 | 140.901562487549 |
| 1990-05-01 | 141.310020805582 |
| 1990-06-01 | 141.573366977003 |
| 1990-07-01 | 141.961341212740 |
| 1990-08-01 | 143.206790197303 |
| 1990-09-01 | 143.861514028925 |
| 1990-10-01 | 144.499095416900 |
| 1990-11-01 | 144.614659580655 |
| 1990-12-01 | 144.763290338793 |
| 1991-01-01 | 145.256818484862 |
| 1991-02-01 | 144.953182770689 |
| 1991-03-01 | 145.477086244967 |
| 1991-04-01 | 145.224264649140 |
| 1991-05-01 | 145.539432642066 |
| 1991-06-01 | 146.184286933019 |
| 1991-07-01 | 146.351557178488 |
| 1991-08-01 | 146.786878772038 |
| 1991-09-01 | 146.972341168171 |
| 1991-10-01 | 148.001825241635 |
| 1991-11-01 | 147.822304957022 |
| 1991-12-01 | 148.178180463740 |
| 1992-01-01 | 151.184488438061 |
| 1992-02-01 | 151.449203749030 |
| 1992-03-01 | 151.771808892115 |
| 1992-04-01 | 151.973769304975 |
| 1992-05-01 | 152.406253999835 |
| 1992-06-01 | 152.388550003607 |
| 1992-07-01 | 153.065141346679 |
| 1992-08-01 | 153.126073569693 |
| 1992-09-01 | 153.588900643147 |
| 1992-10-01 | 153.951006699109 |
| 1992-11-01 | 154.432582727645 |
| 1992-12-01 | 155.203126497194 |
| 1993-01-01 | 155.205459925272 |
| 1993-02-01 | 155.481536464324 |
| 1993-03-01 | 155.448660280509 |
| 1993-04-01 | 156.427028229886 |
| 1993-05-01 | 156.446513193994 |
| 1993-06-01 | 157.138733073941 |
| 1993-07-01 | 157.679161252063 |
| 1993-08-01 | 157.623359047352 |
| 1993-09-01 | 157.658033498922 |
| 1993-10-01 | 158.474583037672 |
| 1993-11-01 | 158.805474620915 |
| 1993-12-01 | 158.944022479073 |
| 1994-01-01 | 158.403639031909 |
| 1994-02-01 | 158.668140470883 |
| 1994-03-01 | 159.341351599658 |
| 1994-04-01 | 159.462758458041 |
| 1994-05-01 | 159.708419453228 |
| 1994-06-01 | 159.674075054106 |
| 1994-07-01 | 159.024808228626 |
| 1994-08-01 | 159.356186729446 |
| 1994-09-01 | 160.435083784322 |
| 1994-10-01 | 159.100144483938 |
| 1994-11-01 | 159.968337141307 |
| 1994-12-01 | 160.397793536304 |
| 1995-01-01 | 161.540044339466 |
| 1995-02-01 | 162.054540019603 |
| 1995-03-01 | 162.648421274719 |
| 1995-04-01 | 163.070424488353 |
| 1995-05-01 | 163.401746552643 |
| 1995-06-01 | 163.523448629007 |
| 1995-07-01 | 164.801350173467 |
| 1995-08-01 | 165.376827023965 |
| 1995-09-01 | 165.869212292673 |
| 1995-10-01 | 165.889275196705 |
| 1995-11-01 | 166.263317301856 |
| 1995-12-01 | 166.623788811138 |
| 1996-01-01 | 167.613649767784 |
| 1996-02-01 | 167.993124018128 |
| 1996-03-01 | 168.723408196907 |
| 1996-04-01 | 167.703018607068 |
| 1996-05-01 | 168.288083342848 |
| 1996-06-01 | 168.760958913916 |
| 1996-07-01 | 168.072462124470 |
| 1996-08-01 | 168.617536766869 |
| 1996-09-01 | 168.928807928529 |
| 1996-10-01 | 168.127661139588 |
| 1996-11-01 | 169.046662787191 |
| 1996-12-01 | 169.374576971032 |
| 1997-01-01 | 171.897205603109 |
| 1997-02-01 | 171.997670719809 |
| 1997-03-01 | 172.478356141540 |
| 1997-04-01 | 173.639816604966 |
| 1997-05-01 | 173.949320481010 |
| 1997-06-01 | 173.789700216171 |
| 1997-07-01 | 174.308049249797 |
| 1997-08-01 | 174.425982576236 |
| 1997-09-01 | 174.558964774968 |
| 1997-10-01 | 175.659232101801 |
| 1997-11-01 | 175.268315569113 |
| 1997-12-01 | 175.886347980308 |
| 1998-01-01 | 175.656711248729 |
| 1998-02-01 | 175.875651476013 |
| 1998-03-01 | 176.803768881498 |
| 1998-04-01 | 176.732214604078 |
| 1998-05-01 | 177.481059358039 |
| 1998-06-01 | 178.549834194060 |
| 1998-07-01 | 175.993050420531 |
| 1998-08-01 | 176.351614281419 |
| 1998-09-01 | 177.060691407686 |
| 1998-10-01 | 177.091228621610 |
| 1998-11-01 | 177.729834349215 |
| 1998-12-01 | 178.312935420886 |
| 1999-01-01 | 177.034372423646 |
| 1999-02-01 | 176.296605777587 |
| 1999-03-01 | 177.324590855002 |
| 1999-04-01 | 178.929213652253 |
| 1999-05-01 | 179.129328490161 |
| 1999-06-01 | 179.890846476933 |
| 1999-07-01 | 181.118208146274 |
| 1999-08-01 | 181.823032872404 |
| 1999-09-01 | 182.171992061253 |
| 1999-10-01 | 184.225710640193 |
| 1999-11-01 | 184.339871223706 |
| 1999-12-01 | 185.293094017000 |
| 2000-01-01 | 185.487035145667 |
| 2000-02-01 | 186.677146604807 |
| 2000-03-01 | 187.181403268924 |
| 2000-04-01 | 187.549616929368 |
| 2000-05-01 | 187.774215632289 |
| 2000-06-01 | 188.056559888093 |
| 2000-07-01 | 188.179382536150 |
| 2000-08-01 | 188.831695770534 |
| 2000-09-01 | 190.202863754997 |
| 2000-10-01 | 190.584527402070 |
| 2000-11-01 | 191.052789628211 |
| 2000-12-01 | 192.622407587547 |
| 2001-01-01 | 190.744766998902 |
| 2001-02-01 | 190.888660922344 |
| 2001-03-01 | 192.038622530127 |
| 2001-04-01 | 191.872362642719 |
| 2001-05-01 | 192.772205138906 |
| 2001-06-01 | 192.860295130573 |
| 2001-07-01 | 193.256445951782 |
| 2001-08-01 | 194.138474397922 |
| 2001-09-01 | 195.588876685259 |
| 2001-10-01 | 196.773303161246 |
| 2001-11-01 | 197.703379132560 |
| 2001-12-01 | 198.620223398749 |
| 2002-01-01 | 199.173188021745 |
| 2002-02-01 | 199.740572505980 |
| 2002-03-01 | 200.056533121811 |
| 2002-04-01 | 200.571691804255 |
| 2002-05-01 | 201.547044728818 |
| 2002-06-01 | 201.856122024426 |
| 2002-07-01 | 204.051746405376 |
| 2002-08-01 | 204.952125486398 |
| 2002-09-01 | 205.869017635892 |
| 2002-10-01 | 206.522990826764 |
| 2002-11-01 | 207.306630925145 |
| 2002-12-01 | 208.026786529138 |
| 2003-01-01 | 210.078684096740 |
| 2003-02-01 | 211.800213182479 |
| 2003-03-01 | 212.086444281626 |
| 2003-04-01 | 212.235262963102 |
| 2003-05-01 | 212.700773547097 |
| 2003-06-01 | 213.724239518375 |
| 2003-07-01 | 213.738080883399 |
| 2003-08-01 | 213.943449201584 |
| 2003-09-01 | 213.456811253470 |
| 2003-10-01 | 213.788161384593 |
| 2003-11-01 | 214.322959086299 |
| 2003-12-01 | 214.207736308566 |
| 2004-01-01 | 215.352724343757 |
| 2004-02-01 | 215.465754534708 |
| 2004-03-01 | 215.874139624925 |
| 2004-04-01 | 216.946275952238 |
| 2004-05-01 | 217.322332922499 |
| 2004-06-01 | 218.751719647766 |
| 2004-07-01 | 217.243050886276 |
| 2004-08-01 | 217.293715090777 |
| 2004-09-01 | 217.753844168117 |
| 2004-10-01 | 219.106290480227 |
| 2004-11-01 | 219.161170954912 |
| 2004-12-01 | 220.572110666675 |
| 2005-01-01 | 220.682681281100 |
| 2005-02-01 | 222.264733183187 |
| 2005-03-01 | 222.760691725202 |
| 2005-04-01 | 222.848124626740 |
| 2005-05-01 | 224.164789146979 |
| 2005-06-01 | 224.746939724935 |
| 2005-07-01 | 226.390536550477 |
| 2005-08-01 | 227.952353573979 |
| 2005-09-01 | 229.660769603820 |
| 2005-10-01 | 229.666471538556 |
| 2005-11-01 | 230.611474721395 |
| 2005-12-01 | 232.457247964312 |
| 2006-01-01 | 233.882757764550 |
| 2006-02-01 | 233.762861621253 |
| 2006-03-01 | 235.353955357482 |
| 2006-04-01 | 237.293854155688 |
| 2006-05-01 | 237.900319648866 |
| 2006-06-01 | 239.914380571603 |
| 2006-07-01 | 241.727894814334 |
| 2006-08-01 | 242.498037836201 |
| 2006-09-01 | 242.628771037060 |
| 2006-10-01 | 242.700612154387 |
| 2006-11-01 | 244.250210119276 |
| 2006-12-01 | 245.779164413933 |
| 2007-01-01 | 248.939033774233 |
| 2007-02-01 | 248.710184855073 |
| 2007-03-01 | 249.624065866863 |
| 2007-04-01 | 250.481039702897 |
| 2007-05-01 | 252.018582092911 |
| 2007-06-01 | 253.579473267982 |
| 2007-07-01 | 253.795236464062 |
| 2007-08-01 | 254.772502799706 |
| 2007-09-01 | 254.460205798510 |
| 2007-10-01 | 255.075079602199 |
| 2007-11-01 | 256.596380976422 |
| 2007-12-01 | 256.695696597983 |
| 2008-01-01 | 257.439153277366 |
| 2008-02-01 | 258.173978632184 |
| 2008-03-01 | 258.867688076007 |
| 2008-04-01 | 259.585498651520 |
| 2008-05-01 | 259.504877252906 |
| 2008-06-01 | 261.125992197670 |
| 2008-07-01 | 262.364430012812 |
| 2008-08-01 | 262.637254659208 |
| 2008-09-01 | 263.866939903427 |
| 2008-10-01 | 265.201375156662 |
| 2008-11-01 | 265.372021676266 |
| 2008-12-01 | 265.818477878837 |
| 2009-01-01 | 266.438610691717 |
| 2009-02-01 | 266.667570797336 |
| 2009-03-01 | 266.976981564522 |
| 2009-04-01 | 267.460430307123 |
| 2009-05-01 | 267.805483878896 |
| 2009-06-01 | 266.870752309293 |
| 2009-07-01 | 268.378169586326 |
| 2009-08-01 | 267.567566456950 |
| 2009-09-01 | 267.460626718572 |
| 2009-10-01 | 268.364868986013 |
| 2009-11-01 | 268.759441284050 |
| 2009-12-01 | 269.750339283773 |
| 2010-01-01 | 267.744756170973 |
| 2010-02-01 | 267.924454103506 |
| 2010-03-01 | 269.447530048781 |
| 2010-04-01 | 270.676754125119 |
| 2010-05-01 | 271.265366189465 |
| 2010-06-01 | 271.729105532791 |
| 2010-07-01 | 270.987408887551 |
| 2010-08-01 | 272.041386328051 |
| 2010-09-01 | 271.373917746088 |
| 2010-10-01 | 273.279138842828 |
| 2010-11-01 | 273.719204292575 |
| 2010-12-01 | 273.947570298610 |
| 2011-01-01 | 276.012208538721 |
| 2011-02-01 | 275.804071775476 |
| 2011-03-01 | 276.250205718386 |
| 2011-04-01 | 279.045831444411 |
| 2011-05-01 | 278.550449158490 |
| 2011-06-01 | 278.864539699844 |
| 2011-07-01 | 278.795726518224 |
| 2011-08-01 | 279.495159655980 |
| 2011-09-01 | 281.126572796000 |
| 2011-10-01 | 281.015523917083 |
| 2011-11-01 | 281.616694847267 |
| 2011-12-01 | 282.908939081497 |
| 2012-01-01 | 283.038906467173 |
| 2012-02-01 | 284.119224800415 |
| 2012-03-01 | 284.525784814584 |
| 2012-04-01 | 283.894626667249 |
| 2012-05-01 | 284.039430964430 |
| 2012-06-01 | 284.297767236396 |
| 2012-07-01 | 285.477837745136 |
| 2012-08-01 | 285.696306623314 |
| 2012-09-01 | 288.918316088139 |
| 2012-10-01 | 289.570635523911 |
| 2012-11-01 | 290.104576257420 |
| 2012-12-01 | 290.113804137522 |
| 2013-01-01 | 293.638736555869 |
| 2013-02-01 | 294.548295818062 |
| 2013-03-01 | 294.421907201875 |
| 2013-04-01 | 295.369957069860 |
| 2013-05-01 | 296.377095981073 |
| 2013-06-01 | 297.001545271044 |
| 2013-07-01 | 297.344571254909 |
| 2013-08-01 | 298.190888441781 |
| 2013-09-01 | 298.597705298544 |
| 2013-10-01 | 299.351263500968 |
| 2013-11-01 | 300.244323459247 |
| 2013-12-01 | 300.109123832137 |
| 2014-01-01 | 299.921081418883 |
| 2014-02-01 | 300.483554120583 |
| 2014-03-01 | 301.172375004063 |
| 2014-04-01 | 301.921214959797 |
| 2014-05-01 | 302.659457278411 |
| 2014-06-01 | 303.376203129014 |
| 2014-07-01 | 304.090643924968 |
| 2014-08-01 | 305.158164371137 |
| 2014-09-01 | 305.689523722322 |
| 2014-10-01 | 306.148879811064 |
| 2014-11-01 | 306.208049884171 |
| 2014-12-01 | 307.107058319327 |
| 2015-01-01 | 305.954559358727 |
| 2015-02-01 | 307.309079815315 |
| 2015-03-01 | 308.609156622846 |
| 2015-04-01 | 307.466363969816 |
| 2015-05-01 | 309.113017061958 |
| 2015-06-01 | 309.943034555624 |
| 2015-07-01 | 310.690618234848 |
| 2015-08-01 | 311.311883680673 |
| 2015-09-01 | 312.507328537543 |
| 2015-10-01 | 312.747344626779 |
| 2015-11-01 | 313.680543423260 |
| 2015-12-01 | 314.177360776322 |
| 2016-01-01 | 315.959781521162 |
| 2016-02-01 | 316.305381365901 |
| 2016-03-01 | 316.855619796021 |
| 2016-04-01 | 319.324114707200 |
| 2016-05-01 | 319.615921194265 |
| 2016-06-01 | 319.593683113705 |
| 2016-07-01 | 321.624068800849 |
| 2016-08-01 | 323.611244382113 |
| 2016-09-01 | 321.542805020728 |
| 2016-10-01 | 320.004974195772 |
| 2016-11-01 | 323.896528655338 |
| 2016-12-01 | 325.133942262994 |
| 2017-01-01 | 325.796040134079 |
| 2017-02-01 | 327.095768556569 |
| 2017-03-01 | 328.229462840506 |
| 2017-04-01 | 328.822161930873 |
| 2017-05-01 | 329.153057464488 |
| 2017-06-01 | 331.776195828505 |
| 2017-07-01 | 331.135727725247 |
| 2017-08-01 | 331.958968146956 |
| 2017-09-01 | 332.517624932425 |
| 2017-10-01 | 332.009239158563 |
| 2017-11-01 | 332.546368184766 |
| 2017-12-01 | 333.718680060002 |
| 2018-01-01 | 334.285217406094 |
| 2018-02-01 | 335.357359558019 |
| 2018-03-01 | 336.516821517787 |
| 2018-04-01 | 336.883465842834 |
| 2018-05-01 | 337.435952956232 |
| 2018-06-01 | 338.153123409268 |
| 2018-07-01 | 337.646968085903 |
| 2018-08-01 | 337.784245065817 |
| 2018-09-01 | 338.481117480752 |
| 2018-10-01 | 338.712590905899 |
| 2018-11-01 | 339.300158271535 |
| 2018-12-01 | 339.392323147274 |
| 2019-01-01 | 339.900172554032 |
| 2019-02-01 | 339.752700953524 |
| 2019-03-01 | 340.119743138965 |
| 2019-04-01 | 341.433200158388 |
| 2019-05-01 | 342.011137767170 |
| 2019-06-01 | 342.822408467865 |
| 2019-07-01 | 343.029272431534 |
| 2019-08-01 | 343.266776965788 |
| 2019-09-01 | 343.945563456627 |
| 2019-10-01 | 345.140890928091 |
| 2019-11-01 | 345.427466308411 |
| 2019-12-01 | 346.189674585635 |
| 2020-01-01 | 346.560256406047 |
| 2020-02-01 | 348.429364332697 |
| 2020-03-01 | 346.017177896746 |
| 2020-04-01 | 306.841387063130 |
| 2020-05-01 | 309.632521404323 |
| 2020-06-01 | 316.978843923746 |
| 2020-07-01 | 320.499334617608 |
| 2020-08-01 | 323.077149528714 |
| 2020-09-01 | 323.949841925431 |
| 2020-10-01 | 332.699344522148 |
| 2020-11-01 | 334.067019457865 |
| 2020-12-01 | 333.314526766820 |
| 2021-01-01 | 336.014418827274 |
| 2021-02-01 | 336.840228912651 |
| 2021-03-01 | 337.294259061927 |
| 2021-04-01 | 337.981673000941 |
| 2021-05-01 | 337.717388960104 |
| 2021-06-01 | 337.189408601827 |
| 2021-07-01 | 337.253788055088 |
| 2021-08-01 | 337.083325533167 |
| 2021-09-01 | 334.174547219101 |
| 2021-10-01 | 338.828491620748 |
| 2021-11-01 | 339.121889731233 |
| 2021-12-01 | 339.393053895922 |
| 2022-01-01 | 338.549980174635 |
| 2022-02-01 | 339.272488861153 |
| 2022-03-01 | 338.436910248688 |
| 2022-04-01 | 339.408728554539 |
| 2022-05-01 | 339.977539163935 |
| 2022-06-01 | 338.137615621330 |
| 2022-07-01 | 339.843410783599 |
| 2022-08-01 | 340.910140233690 |
| 2022-09-01 | 341.839736737139 |
| 2022-10-01 | 342.403564308697 |
| 2022-11-01 | 343.313747314529 |
| 2022-12-01 | 344.591358307756 |
| 2023-01-01 | 346.634471221784 |
| 2023-02-01 | 348.485409690587 |
| 2023-03-01 | 349.965779381748 |
| 2023-04-01 | 349.520380247153 |
| 2023-05-01 | 351.750460023266 |
| 2023-06-01 | 353.159444177802 |
| 2023-07-01 | 355.785518040291 |
| 2023-08-01 | 357.172703509327 |
| 2023-09-01 | 357.803658342755 |
| 2023-10-01 | 359.484319948964 |
| 2023-11-01 | 360.594001015011 |
| 2023-12-01 | 360.986586253801 |
| 2024-01-01 | 361.360548661659 |
| 2024-02-01 | 362.486360861007 |
| 2024-03-01 | 364.845514723240 |
| 2024-04-01 | 365.872885584548 |
| 2024-05-01 | 367.644459977427 |
| 2024-06-01 | 370.314518132050 |
| 2024-07-01 | 370.501939152765 |
| 2024-08-01 | 371.563829513806 |
| 2024-09-01 | 372.770718973871 |
| 2024-10-01 | 375.095177299103 |
| 2024-11-01 | 376.911213505746 |
| 2024-12-01 | 378.847794761577 |
| 2025-01-01 | 380.093863884140 |
| 2025-02-01 | 380.663653900824 |
| 2025-03-01 | 382.228474326372 |
| 2025-04-01 | 384.955845833379 |
| 2025-05-01 | 386.142000627350 |
| 2025-06-01 | 385.881043223557 |
| 2025-07-01 | 388.626502633463 |
| 2025-08-01 | 389.919027384396 |
| 2025-09-01 | 391.097561025965 |
| 2025-10-01 | 391.303835776436 |
| 2025-11-01 | 391.348628605228 |
| 2025-12-01 | 393.560076177662 |
| 2026-01-01 | 396.367734807554 |
| 2026-02-01 | 398.248474775610 |
| 2026-03-01 | 399.316344258482 |
| 2026-04-01 | 398.265983924013 |
| 2026-05-01 | 398.566238149172 |
| 2026-06-01 | 403.212774094197 |
| 2026-07-01 | 402.488577482746 |