Table Data - All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227EDUH |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 4:08 AM CST |
| 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 | 13.9675568081454 |
| 1990-02-01 | 13.9868152559574 |
| 1990-03-01 | 14.0808523714081 |
| 1990-04-01 | 14.0768131806762 |
| 1990-05-01 | 14.1414449594507 |
| 1990-06-01 | 14.2805227601523 |
| 1990-07-01 | 14.4982391841251 |
| 1990-08-01 | 14.6120908526951 |
| 1990-09-01 | 14.6701151782032 |
| 1990-10-01 | 14.7178720645372 |
| 1990-11-01 | 14.8014466065145 |
| 1990-12-01 | 14.8615803502709 |
| 1991-01-01 | 15.1622834019033 |
| 1991-02-01 | 15.1825880768828 |
| 1991-03-01 | 15.2767190989847 |
| 1991-04-01 | 15.1704898629305 |
| 1991-05-01 | 15.2399208568075 |
| 1991-06-01 | 15.1893044745967 |
| 1991-07-01 | 15.2063949238648 |
| 1991-08-01 | 15.4412727496635 |
| 1991-09-01 | 15.3708752252199 |
| 1991-10-01 | 15.4069348288214 |
| 1991-11-01 | 15.5772756307775 |
| 1991-12-01 | 15.6444577018041 |
| 1992-01-01 | 15.5813167606515 |
| 1992-02-01 | 15.6902208708118 |
| 1992-03-01 | 15.5878654470602 |
| 1992-04-01 | 15.7577027471117 |
| 1992-05-01 | 15.9390490069363 |
| 1992-06-01 | 15.8904690331251 |
| 1992-07-01 | 15.8113342256053 |
| 1992-08-01 | 15.8621160434355 |
| 1992-09-01 | 15.8694872248360 |
| 1992-10-01 | 15.9942796917815 |
| 1992-11-01 | 15.8446145021602 |
| 1992-12-01 | 15.9337538261791 |
| 1993-01-01 | 15.9116124691732 |
| 1993-02-01 | 15.8091842053649 |
| 1993-03-01 | 16.0103697053747 |
| 1993-04-01 | 16.2431339142516 |
| 1993-05-01 | 16.2348265354360 |
| 1993-06-01 | 16.2776659731654 |
| 1993-07-01 | 16.4178283765296 |
| 1993-08-01 | 16.2819600910226 |
| 1993-09-01 | 16.4623171550859 |
| 1993-10-01 | 16.3762784632833 |
| 1993-11-01 | 16.4140878778891 |
| 1993-12-01 | 16.3198113698539 |
| 1994-01-01 | 16.5474610632736 |
| 1994-02-01 | 16.5318933178931 |
| 1994-03-01 | 16.5318792669368 |
| 1994-04-01 | 16.4277880535301 |
| 1994-05-01 | 16.4363397940429 |
| 1994-06-01 | 16.5609886922800 |
| 1994-07-01 | 16.5121394472852 |
| 1994-08-01 | 16.4857983896728 |
| 1994-09-01 | 16.5372243379292 |
| 1994-10-01 | 16.7750596562031 |
| 1994-11-01 | 16.8903224590899 |
| 1994-12-01 | 17.0197435451176 |
| 1995-01-01 | 16.8693618361811 |
| 1995-02-01 | 17.0488913595488 |
| 1995-03-01 | 17.1486738051741 |
| 1995-04-01 | 17.2240796002620 |
| 1995-05-01 | 17.2304452750094 |
| 1995-06-01 | 17.2380273210115 |
| 1995-07-01 | 17.5341291286533 |
| 1995-08-01 | 17.7051603197946 |
| 1995-09-01 | 17.6227396113570 |
| 1995-10-01 | 17.6711524690476 |
| 1995-11-01 | 17.8748164117514 |
| 1995-12-01 | 17.8116237284605 |
| 1996-01-01 | 17.3823285578566 |
| 1996-02-01 | 17.3596026073088 |
| 1996-03-01 | 17.3571827885386 |
| 1996-04-01 | 17.7273012113977 |
| 1996-05-01 | 17.7319906786775 |
| 1996-06-01 | 17.6207447552200 |
| 1996-07-01 | 17.6363320460609 |
| 1996-08-01 | 17.6804329849006 |
| 1996-09-01 | 17.8115249518410 |
| 1996-10-01 | 17.7803872169712 |
| 1996-11-01 | 17.6858345686450 |
| 1996-12-01 | 17.8189193285984 |
| 1997-01-01 | 17.7841496292586 |
| 1997-02-01 | 17.8703110512266 |
| 1997-03-01 | 18.1655114049546 |
| 1997-04-01 | 17.9347691342631 |
| 1997-05-01 | 17.9234859930078 |
| 1997-06-01 | 18.3079633764757 |
| 1997-07-01 | 18.1453616797602 |
| 1997-08-01 | 18.2739174430099 |
| 1997-09-01 | 18.4115181912965 |
| 1997-10-01 | 18.2691223023486 |
| 1997-11-01 | 18.3959459792963 |
| 1997-12-01 | 18.3133036571002 |
| 1998-01-01 | 18.5849534078747 |
| 1998-02-01 | 18.6857876021554 |
| 1998-03-01 | 18.6702139649723 |
| 1998-04-01 | 19.3323672098434 |
| 1998-05-01 | 19.5211874653740 |
| 1998-06-01 | 19.5125541625678 |
| 1998-07-01 | 19.2407722829843 |
| 1998-08-01 | 19.3734450802127 |
| 1998-09-01 | 19.3096800533705 |
| 1998-10-01 | 19.4563793765923 |
| 1998-11-01 | 19.5090124577040 |
| 1998-12-01 | 19.6152632947242 |
| 1999-01-01 | 19.5734551033748 |
| 1999-02-01 | 19.5947996518194 |
| 1999-03-01 | 19.5714392227559 |
| 1999-04-01 | 19.6321182914447 |
| 1999-05-01 | 19.6183282251861 |
| 1999-06-01 | 19.7028114227967 |
| 1999-07-01 | 19.9289802975898 |
| 1999-08-01 | 19.9705902761215 |
| 1999-09-01 | 19.9298707104067 |
| 1999-10-01 | 20.3355460186399 |
| 1999-11-01 | 20.4204993376625 |
| 1999-12-01 | 20.6180171253125 |
| 2000-01-01 | 20.5759023073305 |
| 2000-02-01 | 20.5924132144189 |
| 2000-03-01 | 20.7656004493745 |
| 2000-04-01 | 20.7215533434764 |
| 2000-05-01 | 20.7221279788230 |
| 2000-06-01 | 20.7112630880958 |
| 2000-07-01 | 20.8151900107998 |
| 2000-08-01 | 20.7691083088578 |
| 2000-09-01 | 20.7413666667545 |
| 2000-10-01 | 20.7232819101714 |
| 2000-11-01 | 20.7438439643818 |
| 2000-12-01 | 20.6472952930742 |
| 2001-01-01 | 20.7850706651699 |
| 2001-02-01 | 20.7869881308276 |
| 2001-03-01 | 20.7572671967032 |
| 2001-04-01 | 21.2003611293854 |
| 2001-05-01 | 21.4137521255020 |
| 2001-06-01 | 21.4055859379211 |
| 2001-07-01 | 21.8220051666138 |
| 2001-08-01 | 21.9856162901919 |
| 2001-09-01 | 22.0456713594035 |
| 2001-10-01 | 22.1066407003389 |
| 2001-11-01 | 22.1561894050848 |
| 2001-12-01 | 22.3574506772775 |
| 2002-01-01 | 22.6108374347229 |
| 2002-02-01 | 22.5686030722683 |
| 2002-03-01 | 22.5380740901880 |
| 2002-04-01 | 22.6764537087514 |
| 2002-05-01 | 22.7059559196350 |
| 2002-06-01 | 22.8976163307069 |
| 2002-07-01 | 22.6329276528063 |
| 2002-08-01 | 22.8912250265564 |
| 2002-09-01 | 22.9241243863485 |
| 2002-10-01 | 23.2149982942072 |
| 2002-11-01 | 23.3869331717000 |
| 2002-12-01 | 23.3704551353312 |
| 2003-01-01 | 23.4360969313899 |
| 2003-02-01 | 23.6441662549491 |
| 2003-03-01 | 23.6270301288234 |
| 2003-04-01 | 23.5569988780866 |
| 2003-05-01 | 23.5982818949049 |
| 2003-06-01 | 23.6757361077508 |
| 2003-07-01 | 23.6571864757871 |
| 2003-08-01 | 23.6845982273006 |
| 2003-09-01 | 23.9092439021956 |
| 2003-10-01 | 23.9345765259207 |
| 2003-11-01 | 23.9072516495067 |
| 2003-12-01 | 23.8680700059015 |
| 2004-01-01 | 24.1705949519830 |
| 2004-02-01 | 24.2202056233523 |
| 2004-03-01 | 24.4231235891510 |
| 2004-04-01 | 24.6506612568720 |
| 2004-05-01 | 24.6050026736145 |
| 2004-06-01 | 24.7780574976553 |
| 2004-07-01 | 24.5689258569595 |
| 2004-08-01 | 24.5606385038982 |
| 2004-09-01 | 24.4797369584611 |
| 2004-10-01 | 24.7467945151802 |
| 2004-11-01 | 24.8177717265814 |
| 2004-12-01 | 24.9475263106321 |
| 2005-01-01 | 24.9033540333908 |
| 2005-02-01 | 25.1223503609678 |
| 2005-03-01 | 25.2336051259943 |
| 2005-04-01 | 25.2517984158462 |
| 2005-05-01 | 25.4084264843043 |
| 2005-06-01 | 25.4906294568555 |
| 2005-07-01 | 25.5759064874966 |
| 2005-08-01 | 25.6162739477848 |
| 2005-09-01 | 25.7613722743470 |
| 2005-10-01 | 25.6550859081126 |
| 2005-11-01 | 25.8015933214310 |
| 2005-12-01 | 26.1251020085227 |
| 2006-01-01 | 26.2429233121817 |
| 2006-02-01 | 26.3389507485073 |
| 2006-03-01 | 26.4496442673455 |
| 2006-04-01 | 26.6620681336782 |
| 2006-05-01 | 26.5967915386181 |
| 2006-06-01 | 26.9269243345819 |
| 2006-07-01 | 27.1792210850819 |
| 2006-08-01 | 27.3656497768573 |
| 2006-09-01 | 27.3455163069069 |
| 2006-10-01 | 27.3544639247103 |
| 2006-11-01 | 27.4892002421019 |
| 2006-12-01 | 27.5120887261633 |
| 2007-01-01 | 27.5636579627167 |
| 2007-02-01 | 27.6593623032708 |
| 2007-03-01 | 27.6730387925481 |
| 2007-04-01 | 27.4584363571580 |
| 2007-05-01 | 27.5824241749433 |
| 2007-06-01 | 27.8547457723504 |
| 2007-07-01 | 28.2798508906808 |
| 2007-08-01 | 28.2137135922803 |
| 2007-09-01 | 28.3599160026995 |
| 2007-10-01 | 28.5492240155676 |
| 2007-11-01 | 28.5737892628962 |
| 2007-12-01 | 28.5218984498670 |
| 2008-01-01 | 28.4756981838114 |
| 2008-02-01 | 28.4569499802445 |
| 2008-03-01 | 28.4815259631161 |
| 2008-04-01 | 28.5467532445746 |
| 2008-05-01 | 28.7601106605362 |
| 2008-06-01 | 28.6847056375482 |
| 2008-07-01 | 28.5840877685416 |
| 2008-08-01 | 28.7012873968114 |
| 2008-09-01 | 28.5690816037580 |
| 2008-10-01 | 28.5331411422604 |
| 2008-11-01 | 28.6793554421898 |
| 2008-12-01 | 28.6517687897505 |
| 2009-01-01 | 28.5742929747283 |
| 2009-02-01 | 28.5459228851653 |
| 2009-03-01 | 28.6804284574902 |
| 2009-04-01 | 28.6121734170344 |
| 2009-05-01 | 28.8358277132634 |
| 2009-06-01 | 28.7987576549204 |
| 2009-07-01 | 29.2073428762731 |
| 2009-08-01 | 29.3333019983381 |
| 2009-09-01 | 29.0894961928135 |
| 2009-10-01 | 29.2180005809122 |
| 2009-11-01 | 29.2797355766342 |
| 2009-12-01 | 29.4762300918860 |
| 2010-01-01 | 29.7752252881389 |
| 2010-02-01 | 29.9015081557333 |
| 2010-03-01 | 30.0529327619012 |
| 2010-04-01 | 30.2542875246930 |
| 2010-05-01 | 30.0938911185020 |
| 2010-06-01 | 30.4571385673701 |
| 2010-07-01 | 30.3634604071054 |
| 2010-08-01 | 30.4268578280663 |
| 2010-09-01 | 30.2875259633439 |
| 2010-10-01 | 30.3934581397777 |
| 2010-11-01 | 30.3692700344598 |
| 2010-12-01 | 30.3975707065997 |
| 2011-01-01 | 30.4709754858036 |
| 2011-02-01 | 30.4299023004177 |
| 2011-03-01 | 30.2980857180166 |
| 2011-04-01 | 30.2876755645816 |
| 2011-05-01 | 30.3810493097676 |
| 2011-06-01 | 30.6215121186304 |
| 2011-07-01 | 30.3334153687953 |
| 2011-08-01 | 30.3480387771133 |
| 2011-09-01 | 30.3790440828397 |
| 2011-10-01 | 30.2743639991200 |
| 2011-11-01 | 30.1406240888519 |
| 2011-12-01 | 30.2168109198505 |
| 2012-01-01 | 29.9550401114666 |
| 2012-02-01 | 29.8319821974652 |
| 2012-03-01 | 29.8220855933302 |
| 2012-04-01 | 29.9339815478960 |
| 2012-05-01 | 29.9913796981127 |
| 2012-06-01 | 30.2221748711404 |
| 2012-07-01 | 30.3309982178718 |
| 2012-08-01 | 30.2881254800294 |
| 2012-09-01 | 30.1462270796065 |
| 2012-10-01 | 30.2346650241986 |
| 2012-11-01 | 30.2889354438623 |
| 2012-12-01 | 30.3248778482437 |
| 2013-01-01 | 30.8558443309831 |
| 2013-02-01 | 30.6152614658472 |
| 2013-03-01 | 30.7257561086285 |
| 2013-04-01 | 31.3588178166509 |
| 2013-05-01 | 31.2046819203913 |
| 2013-06-01 | 31.0531824893028 |
| 2013-07-01 | 31.1529760402743 |
| 2013-08-01 | 31.2471489901300 |
| 2013-09-01 | 31.7206729636207 |
| 2013-10-01 | 31.5842888346300 |
| 2013-11-01 | 31.7168244367605 |
| 2013-12-01 | 31.5146280747022 |
| 2014-01-01 | 31.4453814376008 |
| 2014-02-01 | 31.4969682255210 |
| 2014-03-01 | 31.5360737243526 |
| 2014-04-01 | 31.3047164319573 |
| 2014-05-01 | 31.2219037643864 |
| 2014-06-01 | 31.1815387806987 |
| 2014-07-01 | 30.9431927814767 |
| 2014-08-01 | 30.9649416957553 |
| 2014-09-01 | 31.1930630333568 |
| 2014-10-01 | 31.2474098915804 |
| 2014-11-01 | 31.9666184862373 |
| 2014-12-01 | 31.8077684819279 |
| 2015-01-01 | 31.4338045881665 |
| 2015-02-01 | 31.5132185017740 |
| 2015-03-01 | 31.4808315414101 |
| 2015-04-01 | 31.3405512205666 |
| 2015-05-01 | 31.2491045775928 |
| 2015-06-01 | 31.3723345088944 |
| 2015-07-01 | 31.6380708127847 |
| 2015-08-01 | 31.7894312558228 |
| 2015-09-01 | 31.7817118133332 |
| 2015-10-01 | 31.8120360451251 |
| 2015-11-01 | 31.7316217412374 |
| 2015-12-01 | 31.6866347162860 |
| 2016-01-01 | 32.1174432555984 |
| 2016-02-01 | 31.9533417764039 |
| 2016-03-01 | 31.9612444792916 |
| 2016-04-01 | 31.8751278437185 |
| 2016-05-01 | 31.8745027662590 |
| 2016-06-01 | 31.7397211977807 |
| 2016-07-01 | 31.7939550384481 |
| 2016-08-01 | 31.7562987455837 |
| 2016-09-01 | 31.7698457165002 |
| 2016-10-01 | 31.8822923689339 |
| 2016-11-01 | 31.8912167838319 |
| 2016-12-01 | 32.0674532005672 |
| 2017-01-01 | 32.4060818218891 |
| 2017-02-01 | 32.1275406266358 |
| 2017-03-01 | 32.1732408196502 |
| 2017-04-01 | 32.3228729743968 |
| 2017-05-01 | 32.4048737091665 |
| 2017-06-01 | 32.3828560033952 |
| 2017-07-01 | 32.4479603451057 |
| 2017-08-01 | 32.4241790173513 |
| 2017-09-01 | 32.5613560476573 |
| 2017-10-01 | 32.5526849558369 |
| 2017-11-01 | 32.5285156170361 |
| 2017-12-01 | 32.6461100394425 |
| 2018-01-01 | 32.6933086863095 |
| 2018-02-01 | 32.7127940773285 |
| 2018-03-01 | 32.6962670701366 |
| 2018-04-01 | 32.9812661575880 |
| 2018-05-01 | 33.0335643717255 |
| 2018-06-01 | 33.1252323290013 |
| 2018-07-01 | 33.0947033323897 |
| 2018-08-01 | 33.0842431517180 |
| 2018-09-01 | 32.8515963152081 |
| 2018-10-01 | 32.9233402311711 |
| 2018-11-01 | 32.9464143897916 |
| 2018-12-01 | 33.0444270252977 |
| 2019-01-01 | 32.8871961126183 |
| 2019-02-01 | 32.8000027367725 |
| 2019-03-01 | 32.9015588013448 |
| 2019-04-01 | 32.9864158456466 |
| 2019-05-01 | 32.9705656874891 |
| 2019-06-01 | 33.0461734720546 |
| 2019-07-01 | 32.9146745194383 |
| 2019-08-01 | 32.9088653711842 |
| 2019-09-01 | 32.9357575110445 |
| 2019-10-01 | 33.0071872680579 |
| 2019-11-01 | 32.9680125929303 |
| 2019-12-01 | 32.8403391972897 |
| 2020-01-01 | 32.8814235733262 |
| 2020-02-01 | 32.8891139408252 |
| 2020-03-01 | 32.7804833858081 |
| 2020-04-01 | 30.4802826352676 |
| 2020-05-01 | 29.6005013333622 |
| 2020-06-01 | 30.0790642132390 |
| 2020-07-01 | 30.5503789272839 |
| 2020-08-01 | 30.7452754911217 |
| 2020-09-01 | 30.9304033541972 |
| 2020-10-01 | 31.2251245968649 |
| 2020-11-01 | 31.0571646333567 |
| 2020-12-01 | 31.0708313432004 |
| 2021-01-01 | 31.0630282111753 |
| 2021-02-01 | 31.1022295395630 |
| 2021-03-01 | 31.0586033269964 |
| 2021-04-01 | 31.2277200758889 |
| 2021-05-01 | 31.1159463953349 |
| 2021-06-01 | 30.9334319143079 |
| 2021-07-01 | 31.1853324574991 |
| 2021-08-01 | 31.0611007363594 |
| 2021-09-01 | 30.9144771209707 |
| 2021-10-01 | 31.0303050103874 |
| 2021-11-01 | 31.0427854925850 |
| 2021-12-01 | 30.8753371116093 |
| 2022-01-01 | 30.8415952664940 |
| 2022-02-01 | 30.8945118762589 |
| 2022-03-01 | 30.8262841413354 |
| 2022-04-01 | 30.4113339008669 |
| 2022-05-01 | 30.6019786823998 |
| 2022-06-01 | 30.5295635900127 |
| 2022-07-01 | 30.6638710638174 |
| 2022-08-01 | 30.6356328131625 |
| 2022-09-01 | 30.8083805325317 |
| 2022-10-01 | 30.7476932838341 |
| 2022-11-01 | 30.7767620895212 |
| 2022-12-01 | 30.7767900294537 |
| 2023-01-01 | 30.7116894074121 |
| 2023-02-01 | 30.6936022166023 |
| 2023-03-01 | 30.8987984631103 |
| 2023-04-01 | 30.7666677646161 |
| 2023-05-01 | 30.9806256297037 |
| 2023-06-01 | 31.2489579794928 |
| 2023-07-01 | 30.8593972652924 |
| 2023-08-01 | 30.9255287505515 |
| 2023-09-01 | 31.0006314774006 |
| 2023-10-01 | 30.9641517886856 |
| 2023-11-01 | 31.1243726333262 |
| 2023-12-01 | 31.0579222191074 |
| 2024-01-01 | 31.2854095097651 |
| 2024-02-01 | 31.3933665543703 |
| 2024-03-01 | 31.6722244756122 |
| 2024-04-01 | 31.4061397820551 |
| 2024-05-01 | 31.3474069178031 |
| 2024-06-01 | 31.4355183657331 |
| 2024-07-01 | 31.3643719104455 |
| 2024-08-01 | 31.4199336666831 |
| 2024-09-01 | 31.3973843153405 |
| 2024-10-01 | 31.5756121217006 |
| 2024-11-01 | 31.5731919782048 |
| 2024-12-01 | 32.1394009886921 |
| 2025-01-01 | 32.2596622669111 |
| 2025-02-01 | 31.7945063909088 |
| 2025-03-01 | 32.0595312292107 |
| 2025-04-01 | 32.2213610810541 |
| 2025-05-01 | 32.5297208328384 |
| 2025-06-01 | 32.6566451491438 |
| 2025-07-01 | 32.9104704561227 |
| 2025-08-01 | 33.0584711365200 |
| 2025-09-01 | 31.8938691586729 |
| 2025-10-01 | 31.8827397371553 |
| 2025-11-01 | 31.8141013370921 |
| 2025-12-01 | 32.0251860462693 |