Table Data - All Employees: Private Service Providing in Duluth, MN-WI (MSA)
| Title | All Employees: Private Service Providing in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | SMU27202600800000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-04-01 |
| Last Updated | 2026-05-26 1:43 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 | 64.4225185420252 |
| 1990-02-01 | 64.3802984690626 |
| 1990-03-01 | 64.6665001954399 |
| 1990-04-01 | 64.8767826296481 |
| 1990-05-01 | 64.8505261894001 |
| 1990-06-01 | 64.9069593120300 |
| 1990-07-01 | 65.2789800011590 |
| 1990-08-01 | 65.7323646488857 |
| 1990-09-01 | 65.6935465179229 |
| 1990-10-01 | 65.8307743429624 |
| 1990-11-01 | 66.1819890676055 |
| 1990-12-01 | 66.1652499914539 |
| 1991-01-01 | 66.1453761004941 |
| 1991-02-01 | 66.4711509315715 |
| 1991-03-01 | 66.5761748720468 |
| 1991-04-01 | 66.2464710230172 |
| 1991-05-01 | 66.6645925422280 |
| 1991-06-01 | 66.6199662172202 |
| 1991-07-01 | 66.8664366230212 |
| 1991-08-01 | 67.6596129003869 |
| 1991-09-01 | 67.4216523456632 |
| 1991-10-01 | 67.4868199526175 |
| 1991-11-01 | 67.4602296029106 |
| 1991-12-01 | 67.9297475288479 |
| 1992-01-01 | 68.2866994354324 |
| 1992-02-01 | 68.1528590122322 |
| 1992-03-01 | 68.0063791071157 |
| 1992-04-01 | 68.5318039327996 |
| 1992-05-01 | 69.3017060788439 |
| 1992-06-01 | 69.2239613943627 |
| 1992-07-01 | 68.8463892379142 |
| 1992-08-01 | 68.7092784508930 |
| 1992-09-01 | 68.6458592922564 |
| 1992-10-01 | 68.0912295898569 |
| 1992-11-01 | 67.5231298603392 |
| 1992-12-01 | 68.2570930333384 |
| 1993-01-01 | 68.5533424717669 |
| 1993-02-01 | 68.5717024777999 |
| 1993-03-01 | 68.5779896852391 |
| 1993-04-01 | 69.1290279929870 |
| 1993-05-01 | 68.6415230119534 |
| 1993-06-01 | 68.7039323168739 |
| 1993-07-01 | 68.6193518334393 |
| 1993-08-01 | 68.8273443344588 |
| 1993-09-01 | 69.1853381248642 |
| 1993-10-01 | 69.6916909319533 |
| 1993-11-01 | 69.7601216707627 |
| 1993-12-01 | 69.5613603075452 |
| 1994-01-01 | 69.8419738844557 |
| 1994-02-01 | 70.2219766834929 |
| 1994-03-01 | 70.3592921518437 |
| 1994-04-01 | 70.7459576367265 |
| 1994-05-01 | 70.5967784306462 |
| 1994-06-01 | 70.2775903776846 |
| 1994-07-01 | 70.9859100475904 |
| 1994-08-01 | 70.7103709410252 |
| 1994-09-01 | 70.7088628784435 |
| 1994-10-01 | 70.9686694942241 |
| 1994-11-01 | 71.1769261956046 |
| 1994-12-01 | 71.7764434881080 |
| 1995-01-01 | 71.8728417921252 |
| 1995-02-01 | 72.2444336357920 |
| 1995-03-01 | 72.3466435041386 |
| 1995-04-01 | 72.4506518986090 |
| 1995-05-01 | 72.6207626900903 |
| 1995-06-01 | 73.0315787263206 |
| 1995-07-01 | 73.4157604966510 |
| 1995-08-01 | 73.6233859231338 |
| 1995-09-01 | 74.1525270882155 |
| 1995-10-01 | 74.4358444319505 |
| 1995-11-01 | 75.0128216971180 |
| 1995-12-01 | 74.4956602458493 |
| 1996-01-01 | 74.3050192675761 |
| 1996-02-01 | 74.3723172352889 |
| 1996-03-01 | 74.3108219155105 |
| 1996-04-01 | 74.2542512984978 |
| 1996-05-01 | 74.7182752328456 |
| 1996-06-01 | 74.7777303768962 |
| 1996-07-01 | 74.4183324232804 |
| 1996-08-01 | 74.9298718865281 |
| 1996-09-01 | 74.9145374248996 |
| 1996-10-01 | 75.2517690378271 |
| 1996-11-01 | 75.3816326472122 |
| 1996-12-01 | 75.4157663377055 |
| 1997-01-01 | 75.7461279123740 |
| 1997-02-01 | 75.6881914611384 |
| 1997-03-01 | 75.8461996390749 |
| 1997-04-01 | 75.2213439827151 |
| 1997-05-01 | 75.9781395267859 |
| 1997-06-01 | 76.4068298071278 |
| 1997-07-01 | 76.8369948670962 |
| 1997-08-01 | 77.4503018862056 |
| 1997-09-01 | 77.4228899578511 |
| 1997-10-01 | 78.7267668574494 |
| 1997-11-01 | 77.6692600498503 |
| 1997-12-01 | 77.6471090457745 |
| 1998-01-01 | 77.8452458072468 |
| 1998-02-01 | 77.9465418214513 |
| 1998-03-01 | 77.3345464266441 |
| 1998-04-01 | 78.8719605200093 |
| 1998-05-01 | 80.3480974391043 |
| 1998-06-01 | 80.4638277443088 |
| 1998-07-01 | 79.4783066556453 |
| 1998-08-01 | 79.6075117873019 |
| 1998-09-01 | 79.4503986053525 |
| 1998-10-01 | 78.9931014680511 |
| 1998-11-01 | 79.1493326785733 |
| 1998-12-01 | 79.2152109832689 |
| 1999-01-01 | 79.4227145267760 |
| 1999-02-01 | 79.4457933391008 |
| 1999-03-01 | 79.4949751930308 |
| 1999-04-01 | 80.4098477451400 |
| 1999-05-01 | 80.2248934153009 |
| 1999-06-01 | 80.2342550998502 |
| 1999-07-01 | 80.6600800050351 |
| 1999-08-01 | 80.4801478584120 |
| 1999-09-01 | 80.4718533477655 |
| 1999-10-01 | 81.0673638781860 |
| 1999-11-01 | 81.4546748078415 |
| 1999-12-01 | 82.2167425545547 |
| 2000-01-01 | 81.9320141604103 |
| 2000-02-01 | 82.5653886995815 |
| 2000-03-01 | 82.7689992250046 |
| 2000-04-01 | 82.8904123978598 |
| 2000-05-01 | 82.5009366847886 |
| 2000-06-01 | 82.4994736553093 |
| 2000-07-01 | 81.9743253677638 |
| 2000-08-01 | 82.6847040871292 |
| 2000-09-01 | 82.9531298887368 |
| 2000-10-01 | 83.4214083250713 |
| 2000-11-01 | 83.3715713304707 |
| 2000-12-01 | 83.4605488696638 |
| 2001-01-01 | 83.1117968452034 |
| 2001-02-01 | 82.9498756440651 |
| 2001-03-01 | 83.1526815317965 |
| 2001-04-01 | 82.7905503315265 |
| 2001-05-01 | 82.9629740441235 |
| 2001-06-01 | 82.9533515832470 |
| 2001-07-01 | 83.0461773326296 |
| 2001-08-01 | 83.3015364837060 |
| 2001-09-01 | 83.0713647703067 |
| 2001-10-01 | 83.1462019098163 |
| 2001-11-01 | 83.3008221081649 |
| 2001-12-01 | 83.0293129081134 |
| 2002-01-01 | 83.6758353730360 |
| 2002-02-01 | 83.1491541587119 |
| 2002-03-01 | 83.1610468588179 |
| 2002-04-01 | 83.3246087902247 |
| 2002-05-01 | 83.2061838869993 |
| 2002-06-01 | 83.5983338392333 |
| 2002-07-01 | 83.6999261844424 |
| 2002-08-01 | 84.0181040486607 |
| 2002-09-01 | 84.0343457289594 |
| 2002-10-01 | 84.0905248268121 |
| 2002-11-01 | 84.1378618157634 |
| 2002-12-01 | 84.0033778623979 |
| 2003-01-01 | 85.1383488192003 |
| 2003-02-01 | 84.8838019483582 |
| 2003-03-01 | 84.5691599927523 |
| 2003-04-01 | 84.6627326037465 |
| 2003-05-01 | 84.8520293058529 |
| 2003-06-01 | 84.8686934318895 |
| 2003-07-01 | 84.5398863203815 |
| 2003-08-01 | 84.4040617610916 |
| 2003-09-01 | 85.0575556656225 |
| 2003-10-01 | 84.4400913021256 |
| 2003-11-01 | 84.0796229723575 |
| 2003-12-01 | 84.3475684773956 |
| 2004-01-01 | 84.9330008579024 |
| 2004-02-01 | 84.9464010460192 |
| 2004-03-01 | 85.0817886157487 |
| 2004-04-01 | 85.6109432125767 |
| 2004-05-01 | 85.2970748486888 |
| 2004-06-01 | 85.1651312178702 |
| 2004-07-01 | 85.0524909022106 |
| 2004-08-01 | 84.9982614311292 |
| 2004-09-01 | 85.0797883330686 |
| 2004-10-01 | 85.1680556147157 |
| 2004-11-01 | 84.9889189663229 |
| 2004-12-01 | 85.1592868883870 |
| 2005-01-01 | 84.8588978017152 |
| 2005-02-01 | 85.0401412891939 |
| 2005-03-01 | 85.1813199187902 |
| 2005-04-01 | 85.9375154351317 |
| 2005-05-01 | 85.6650069230878 |
| 2005-06-01 | 85.9394749323023 |
| 2005-07-01 | 86.0769711717498 |
| 2005-08-01 | 85.9603924004798 |
| 2005-09-01 | 86.1951375228529 |
| 2005-10-01 | 86.1355079539053 |
| 2005-11-01 | 86.4610053203169 |
| 2005-12-01 | 86.9597387781378 |
| 2006-01-01 | 87.3104296615238 |
| 2006-02-01 | 87.1719468062601 |
| 2006-03-01 | 87.2956879498418 |
| 2006-04-01 | 86.8623412899361 |
| 2006-05-01 | 86.7399386605618 |
| 2006-06-01 | 87.3388625436452 |
| 2006-07-01 | 87.5923778778128 |
| 2006-08-01 | 87.8862798289449 |
| 2006-09-01 | 87.8122561414492 |
| 2006-10-01 | 87.8886442403949 |
| 2006-11-01 | 88.1392991111249 |
| 2006-12-01 | 88.3174269938589 |
| 2007-01-01 | 88.2233454108083 |
| 2007-02-01 | 88.5046800873391 |
| 2007-03-01 | 88.8040502223555 |
| 2007-04-01 | 88.4573504128026 |
| 2007-05-01 | 88.8262684772632 |
| 2007-06-01 | 89.2392089374398 |
| 2007-07-01 | 89.3266102451154 |
| 2007-08-01 | 89.2921118986122 |
| 2007-09-01 | 89.7517852641974 |
| 2007-10-01 | 90.0146582005732 |
| 2007-11-01 | 90.1376333729416 |
| 2007-12-01 | 90.0375213381909 |
| 2008-01-01 | 89.7198441849667 |
| 2008-02-01 | 89.8137934502937 |
| 2008-03-01 | 89.7280570050023 |
| 2008-04-01 | 89.7999068362930 |
| 2008-05-01 | 89.9086583326227 |
| 2008-06-01 | 89.3756208956541 |
| 2008-07-01 | 89.4778081695200 |
| 2008-08-01 | 89.5637864187537 |
| 2008-09-01 | 89.1942811602200 |
| 2008-10-01 | 88.8500361526978 |
| 2008-11-01 | 88.6555089215883 |
| 2008-12-01 | 88.2041526294828 |
| 2009-01-01 | 87.8971971996508 |
| 2009-02-01 | 87.3885626060777 |
| 2009-03-01 | 87.0330765343340 |
| 2009-04-01 | 86.9160180410684 |
| 2009-05-01 | 86.9761579572572 |
| 2009-06-01 | 86.5905380657852 |
| 2009-07-01 | 87.5217942294575 |
| 2009-08-01 | 87.1734704002142 |
| 2009-09-01 | 86.8775114176869 |
| 2009-10-01 | 86.8028627731566 |
| 2009-11-01 | 86.6996413066933 |
| 2009-12-01 | 86.9670453517549 |
| 2010-01-01 | 87.4585876771559 |
| 2010-02-01 | 87.5275043829500 |
| 2010-03-01 | 87.9167998714171 |
| 2010-04-01 | 88.3189953104724 |
| 2010-05-01 | 87.7517392321668 |
| 2010-06-01 | 87.9014986110290 |
| 2010-07-01 | 87.5406537089557 |
| 2010-08-01 | 87.5280925127039 |
| 2010-09-01 | 87.4664044650797 |
| 2010-10-01 | 87.9189902555061 |
| 2010-11-01 | 87.7697168267946 |
| 2010-12-01 | 87.6955839118966 |
| 2011-01-01 | 87.8096878559297 |
| 2011-02-01 | 87.7094599676338 |
| 2011-03-01 | 87.5286629328782 |
| 2011-04-01 | 88.0524892544766 |
| 2011-05-01 | 87.7463650308814 |
| 2011-06-01 | 88.0295406933054 |
| 2011-07-01 | 87.4481605703487 |
| 2011-08-01 | 87.5346676242033 |
| 2011-09-01 | 88.0001065380239 |
| 2011-10-01 | 87.6442606984072 |
| 2011-11-01 | 87.8320335111682 |
| 2011-12-01 | 87.5616184500747 |
| 2012-01-01 | 87.0602753430610 |
| 2012-02-01 | 87.4551513133982 |
| 2012-03-01 | 87.4203566127314 |
| 2012-04-01 | 87.3790251235016 |
| 2012-05-01 | 87.7704255992492 |
| 2012-06-01 | 87.9810158447791 |
| 2012-07-01 | 88.4644035035435 |
| 2012-08-01 | 88.5998644245289 |
| 2012-09-01 | 88.4051943690992 |
| 2012-10-01 | 88.7818100692980 |
| 2012-11-01 | 88.7770615739073 |
| 2012-12-01 | 88.9928818916013 |
| 2013-01-01 | 89.4192803816743 |
| 2013-02-01 | 89.4782207828172 |
| 2013-03-01 | 89.8046339933043 |
| 2013-04-01 | 89.9134915946002 |
| 2013-05-01 | 90.0779751099141 |
| 2013-06-01 | 89.8728756743104 |
| 2013-07-01 | 90.3837222943531 |
| 2013-08-01 | 90.6769255159235 |
| 2013-09-01 | 90.9384700811227 |
| 2013-10-01 | 90.3867859666245 |
| 2013-11-01 | 90.6245931271898 |
| 2013-12-01 | 90.6171545762027 |
| 2014-01-01 | 90.4505784960302 |
| 2014-02-01 | 90.6203826757302 |
| 2014-03-01 | 90.7089935055683 |
| 2014-04-01 | 90.4099375296383 |
| 2014-05-01 | 90.6703721964709 |
| 2014-06-01 | 90.8980025211817 |
| 2014-07-01 | 91.0348017008622 |
| 2014-08-01 | 91.1432743016738 |
| 2014-09-01 | 91.5480072009418 |
| 2014-10-01 | 91.6812236736285 |
| 2014-11-01 | 93.2688849298912 |
| 2014-12-01 | 93.3452310639666 |
| 2015-01-01 | 91.0917388168722 |
| 2015-02-01 | 91.4815300152719 |
| 2015-03-01 | 91.6285059705643 |
| 2015-04-01 | 91.7807706492653 |
| 2015-05-01 | 91.7405253925410 |
| 2015-06-01 | 92.1135688070105 |
| 2015-07-01 | 92.2190431820254 |
| 2015-08-01 | 92.1256704078334 |
| 2015-09-01 | 92.4079051389905 |
| 2015-10-01 | 92.1177434351798 |
| 2015-11-01 | 92.0682913116227 |
| 2015-12-01 | 91.7397182358169 |
| 2016-01-01 | 92.2407097194373 |
| 2016-02-01 | 92.1816563731574 |
| 2016-03-01 | 91.9847263613418 |
| 2016-04-01 | 92.5421542391331 |
| 2016-05-01 | 92.1312991809815 |
| 2016-06-01 | 91.4431800456179 |
| 2016-07-01 | 92.0191156741606 |
| 2016-08-01 | 92.0915703827871 |
| 2016-09-01 | 92.1461808935695 |
| 2016-10-01 | 92.3476663006667 |
| 2016-11-01 | 92.1877481247176 |
| 2016-12-01 | 92.1066249180247 |
| 2017-01-01 | 92.5870224588436 |
| 2017-02-01 | 92.4923420264212 |
| 2017-03-01 | 92.7839902548892 |
| 2017-04-01 | 93.1873029631909 |
| 2017-05-01 | 93.0587071640833 |
| 2017-06-01 | 93.1034987565911 |
| 2017-07-01 | 93.0066489033499 |
| 2017-08-01 | 93.0916513125379 |
| 2017-09-01 | 93.1872107139276 |
| 2017-10-01 | 93.0523814261757 |
| 2017-11-01 | 92.8310256152642 |
| 2017-12-01 | 92.9529891129134 |
| 2018-01-01 | 92.8356821956673 |
| 2018-02-01 | 93.0340845632339 |
| 2018-03-01 | 92.9793906670587 |
| 2018-04-01 | 93.3984729015342 |
| 2018-05-01 | 93.3515069302650 |
| 2018-06-01 | 93.0988960598013 |
| 2018-07-01 | 92.7656432786420 |
| 2018-08-01 | 92.5286363054234 |
| 2018-09-01 | 92.3126764256710 |
| 2018-10-01 | 92.4670602779112 |
| 2018-11-01 | 92.3234461956721 |
| 2018-12-01 | 92.4751687302333 |
| 2019-01-01 | 92.2130090451020 |
| 2019-02-01 | 92.2619315177275 |
| 2019-03-01 | 92.4718534584657 |
| 2019-04-01 | 92.3839366346650 |
| 2019-05-01 | 92.3825180394932 |
| 2019-06-01 | 92.1803908895322 |
| 2019-07-01 | 92.2975882080420 |
| 2019-08-01 | 92.0343628967637 |
| 2019-09-01 | 92.0082796768979 |
| 2019-10-01 | 92.0126888342218 |
| 2019-11-01 | 92.1401945120928 |
| 2019-12-01 | 92.0002709274925 |
| 2020-01-01 | 92.1145418051380 |
| 2020-02-01 | 92.2917231060099 |
| 2020-03-01 | 91.5124311204806 |
| 2020-04-01 | 76.7861211692712 |
| 2020-05-01 | 76.6299501016801 |
| 2020-06-01 | 81.1154013905925 |
| 2020-07-01 | 82.6984359173555 |
| 2020-08-01 | 83.6206923391321 |
| 2020-09-01 | 84.6712276784356 |
| 2020-10-01 | 85.7235235378187 |
| 2020-11-01 | 85.3461132306034 |
| 2020-12-01 | 83.0751581567950 |
| 2021-01-01 | 84.8983051270203 |
| 2021-02-01 | 85.7065401469747 |
| 2021-03-01 | 86.0410091338682 |
| 2021-04-01 | 86.3747339932789 |
| 2021-05-01 | 86.3201513410613 |
| 2021-06-01 | 86.4662893427271 |
| 2021-07-01 | 86.9266841227080 |
| 2021-08-01 | 87.0012244084870 |
| 2021-09-01 | 86.8119444369763 |
| 2021-10-01 | 87.6886511160605 |
| 2021-11-01 | 87.8440895528523 |
| 2021-12-01 | 87.7827874149336 |
| 2022-01-01 | 87.4999733765158 |
| 2022-02-01 | 87.7593235423135 |
| 2022-03-01 | 87.6324607395139 |
| 2022-04-01 | 87.4968144661096 |
| 2022-05-01 | 87.5503079166406 |
| 2022-06-01 | 87.5440833085433 |
| 2022-07-01 | 87.9596628591418 |
| 2022-08-01 | 87.8786372819332 |
| 2022-09-01 | 88.4069654525974 |
| 2022-10-01 | 87.9763947852540 |
| 2022-11-01 | 88.0165827848331 |
| 2022-12-01 | 88.1703605877704 |
| 2023-01-01 | 88.3917667385295 |
| 2023-02-01 | 88.6509409653706 |
| 2023-03-01 | 89.1604013929277 |
| 2023-04-01 | 88.2837189069004 |
| 2023-05-01 | 88.7178846434633 |
| 2023-06-01 | 89.6683436431611 |
| 2023-07-01 | 88.8995455535447 |
| 2023-08-01 | 88.9654846595607 |
| 2023-09-01 | 89.1191767206191 |
| 2023-10-01 | 88.7679668136149 |
| 2023-11-01 | 88.8177986409355 |
| 2023-12-01 | 88.9327727348499 |
| 2024-01-01 | 89.5794477322209 |
| 2024-02-01 | 89.7884218347020 |
| 2024-03-01 | 90.5061556754234 |
| 2024-04-01 | 90.0550302384508 |
| 2024-05-01 | 90.1719509518870 |
| 2024-06-01 | 89.9872550726016 |
| 2024-07-01 | 89.3246599966455 |
| 2024-08-01 | 89.2475759273893 |
| 2024-09-01 | 89.2625406028869 |
| 2024-10-01 | 89.2371894717287 |
| 2024-11-01 | 89.4028283346391 |
| 2024-12-01 | 89.4860700807685 |
| 2025-01-01 | 89.1279306834125 |
| 2025-02-01 | 89.3400056620913 |
| 2025-03-01 | 89.4107792021121 |
| 2025-04-01 | 89.2437314302455 |
| 2025-05-01 | 89.1271282429933 |
| 2025-06-01 | 89.1201464082369 |
| 2025-07-01 | 89.1562797502583 |
| 2025-08-01 | 89.2338532309399 |
| 2025-09-01 | 88.7921792867076 |
| 2025-10-01 | 88.8688328246922 |
| 2025-11-01 | 88.6341450013797 |
| 2025-12-01 | 88.7398544771852 |
| 2026-01-01 | 88.5008643033137 |
| 2026-02-01 | 87.6944516531027 |
| 2026-03-01 | 87.5266560765818 |
| 2026-04-01 | 87.5352511289970 |