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 2026-06-01 |
| Last Updated | 2026-07-22 10:16 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 | 64.4225189936429 |
| 1990-02-01 | 64.3802988736941 |
| 1990-03-01 | 64.6664992961333 |
| 1990-04-01 | 64.8767814409947 |
| 1990-05-01 | 64.8505258794192 |
| 1990-06-01 | 64.9069587184133 |
| 1990-07-01 | 65.2789799771230 |
| 1990-08-01 | 65.7323649898762 |
| 1990-09-01 | 65.6935467333977 |
| 1990-10-01 | 65.8307748638270 |
| 1990-11-01 | 66.1819894447085 |
| 1990-12-01 | 66.1652505560980 |
| 1991-01-01 | 66.1453765882839 |
| 1991-02-01 | 66.4711514228637 |
| 1991-03-01 | 66.5761742648892 |
| 1991-04-01 | 66.2464697885730 |
| 1991-05-01 | 66.6645926100354 |
| 1991-06-01 | 66.6199650122552 |
| 1991-07-01 | 66.8664360073732 |
| 1991-08-01 | 67.6596134999494 |
| 1991-09-01 | 67.4216527512151 |
| 1991-10-01 | 67.4868205751017 |
| 1991-11-01 | 67.4602300900853 |
| 1991-12-01 | 67.9297481851188 |
| 1992-01-01 | 68.2867000768360 |
| 1992-02-01 | 68.1528595646759 |
| 1992-03-01 | 68.0063785850910 |
| 1992-04-01 | 68.5318022414826 |
| 1992-05-01 | 69.3017060708223 |
| 1992-06-01 | 69.2239592997436 |
| 1992-07-01 | 68.8463880842270 |
| 1992-08-01 | 68.7092797730971 |
| 1992-09-01 | 68.6458606769022 |
| 1992-10-01 | 68.0912311968524 |
| 1992-11-01 | 67.5231299469694 |
| 1992-12-01 | 68.2570941866571 |
| 1993-01-01 | 68.5533432343828 |
| 1993-02-01 | 68.5717026010672 |
| 1993-03-01 | 68.5779883831617 |
| 1993-04-01 | 69.1290253307820 |
| 1993-05-01 | 68.6415220846110 |
| 1993-06-01 | 68.7039289071836 |
| 1993-07-01 | 68.6193504273216 |
| 1993-08-01 | 68.8273472433702 |
| 1993-09-01 | 69.1853417063520 |
| 1993-10-01 | 69.6916946653417 |
| 1993-11-01 | 69.7601220792414 |
| 1993-12-01 | 69.5613621652055 |
| 1994-01-01 | 69.8419746506341 |
| 1994-02-01 | 70.2219758002674 |
| 1994-03-01 | 70.3592894607416 |
| 1994-04-01 | 70.7459526015122 |
| 1994-05-01 | 70.5967740801297 |
| 1994-06-01 | 70.2775830437679 |
| 1994-07-01 | 70.9859038329988 |
| 1994-08-01 | 70.7103879096206 |
| 1994-09-01 | 70.7088608753095 |
| 1994-10-01 | 70.9686931040339 |
| 1994-11-01 | 71.1769210216323 |
| 1994-12-01 | 71.7764419343762 |
| 1995-01-01 | 71.8728398573520 |
| 1995-02-01 | 72.2444303953262 |
| 1995-03-01 | 72.3466386191314 |
| 1995-04-01 | 72.4506448662971 |
| 1995-05-01 | 72.6207556079389 |
| 1995-06-01 | 73.0315677456775 |
| 1995-07-01 | 73.4157499834442 |
| 1995-08-01 | 73.6234175209785 |
| 1995-09-01 | 74.1525199032631 |
| 1995-10-01 | 74.4358880081722 |
| 1995-11-01 | 75.0128118981232 |
| 1995-12-01 | 74.4956546682205 |
| 1996-01-01 | 74.3050139510296 |
| 1996-02-01 | 74.3723112487952 |
| 1996-03-01 | 74.3108149282796 |
| 1996-04-01 | 74.2542410211475 |
| 1996-05-01 | 74.7182660133082 |
| 1996-06-01 | 74.7777172756518 |
| 1996-07-01 | 74.4183187489982 |
| 1996-08-01 | 74.9299180573111 |
| 1996-09-01 | 74.9145230854852 |
| 1996-10-01 | 75.2518324807905 |
| 1996-11-01 | 75.3816182548193 |
| 1996-12-01 | 75.4157539447264 |
| 1997-01-01 | 75.7461193662872 |
| 1997-02-01 | 75.6881832911356 |
| 1997-03-01 | 75.8461911676603 |
| 1997-04-01 | 75.2213320200175 |
| 1997-05-01 | 75.9781311410044 |
| 1997-06-01 | 76.4068185297148 |
| 1997-07-01 | 76.8369824763976 |
| 1997-08-01 | 77.4503497061979 |
| 1997-09-01 | 77.4228754134155 |
| 1997-10-01 | 78.7268314005687 |
| 1997-11-01 | 77.6692472229790 |
| 1997-12-01 | 77.6470932959161 |
| 1998-01-01 | 77.8452365115894 |
| 1998-02-01 | 77.9465332276019 |
| 1998-03-01 | 77.3345382397419 |
| 1998-04-01 | 78.8719478747878 |
| 1998-05-01 | 80.3480905098906 |
| 1998-06-01 | 80.4638187048784 |
| 1998-07-01 | 79.4782947248172 |
| 1998-08-01 | 79.6075593605538 |
| 1998-09-01 | 79.4503814906404 |
| 1998-10-01 | 78.9931650933755 |
| 1998-11-01 | 79.1493204136735 |
| 1998-12-01 | 79.2151921073810 |
| 1999-01-01 | 79.4227040078344 |
| 1999-02-01 | 79.4457858890435 |
| 1999-03-01 | 79.4949688109977 |
| 1999-04-01 | 80.4098377184514 |
| 1999-05-01 | 80.2248904359090 |
| 1999-06-01 | 80.2342505661331 |
| 1999-07-01 | 80.6600722384808 |
| 1999-08-01 | 80.4801816001974 |
| 1999-09-01 | 80.4718419663415 |
| 1999-10-01 | 81.0674075964520 |
| 1999-11-01 | 81.4546680829037 |
| 1999-12-01 | 82.2167273216705 |
| 2000-01-01 | 81.9320047218644 |
| 2000-02-01 | 82.5653836133500 |
| 2000-03-01 | 82.7689953803470 |
| 2000-04-01 | 82.8904050516652 |
| 2000-05-01 | 82.5009366106979 |
| 2000-06-01 | 82.4994729701027 |
| 2000-07-01 | 81.9743219328142 |
| 2000-08-01 | 82.6847231465683 |
| 2000-09-01 | 82.9531236870999 |
| 2000-10-01 | 83.4214320251898 |
| 2000-11-01 | 83.3715692879486 |
| 2000-12-01 | 83.4605380590018 |
| 2001-01-01 | 83.1117891864108 |
| 2001-02-01 | 82.9498732497582 |
| 2001-03-01 | 83.1526799560574 |
| 2001-04-01 | 82.7905467163357 |
| 2001-05-01 | 82.9629758925362 |
| 2001-06-01 | 82.9533538790836 |
| 2001-07-01 | 83.0461776609118 |
| 2001-08-01 | 83.3015406285632 |
| 2001-09-01 | 83.0713654589798 |
| 2001-10-01 | 83.1462054483705 |
| 2001-11-01 | 83.3008244062047 |
| 2001-12-01 | 83.0293089461735 |
| 2002-01-01 | 83.6758305004526 |
| 2002-02-01 | 83.1491537447226 |
| 2002-03-01 | 83.1610467449481 |
| 2002-04-01 | 83.3246077107120 |
| 2002-05-01 | 83.2061850558670 |
| 2002-06-01 | 83.5983353205357 |
| 2002-07-01 | 83.6999257963719 |
| 2002-08-01 | 84.0181057647218 |
| 2002-09-01 | 84.0343455811282 |
| 2002-10-01 | 84.0905261448105 |
| 2002-11-01 | 84.1378628299073 |
| 2002-12-01 | 84.0033766946764 |
| 2003-01-01 | 85.1383444908710 |
| 2003-02-01 | 84.8838023449932 |
| 2003-03-01 | 84.5691604528894 |
| 2003-04-01 | 84.6627334821848 |
| 2003-05-01 | 84.8520300270748 |
| 2003-06-01 | 84.8686940751542 |
| 2003-07-01 | 84.5398857416319 |
| 2003-08-01 | 84.4040620339203 |
| 2003-09-01 | 85.0575558273152 |
| 2003-10-01 | 84.4400913064527 |
| 2003-11-01 | 84.0796229918645 |
| 2003-12-01 | 84.3475695988600 |
| 2004-01-01 | 84.9329976613068 |
| 2004-02-01 | 84.9464012331310 |
| 2004-03-01 | 85.0817888926051 |
| 2004-04-01 | 85.6109441500069 |
| 2004-05-01 | 85.2970751168365 |
| 2004-06-01 | 85.1651314006163 |
| 2004-07-01 | 85.0524909493930 |
| 2004-08-01 | 84.9982613766075 |
| 2004-09-01 | 85.0797882897523 |
| 2004-10-01 | 85.1680555182056 |
| 2004-11-01 | 84.9889189234261 |
| 2004-12-01 | 85.1592876295744 |
| 2005-01-01 | 84.8588960518031 |
| 2005-02-01 | 85.0401412809337 |
| 2005-03-01 | 85.1813199568822 |
| 2005-04-01 | 85.9375164565522 |
| 2005-05-01 | 85.6650070006047 |
| 2005-06-01 | 85.9394750725627 |
| 2005-07-01 | 86.0769711405925 |
| 2005-08-01 | 85.9603922831303 |
| 2005-09-01 | 86.1951373991126 |
| 2005-10-01 | 86.1355077545059 |
| 2005-11-01 | 86.4610051070314 |
| 2005-12-01 | 86.9597389597167 |
| 2006-01-01 | 87.3104293214831 |
| 2006-02-01 | 87.1719466766651 |
| 2006-03-01 | 87.2956879523874 |
| 2006-04-01 | 86.8623425565625 |
| 2006-05-01 | 86.7399387682959 |
| 2006-06-01 | 87.3388627374879 |
| 2006-07-01 | 87.5923774509740 |
| 2006-08-01 | 87.8862791793744 |
| 2006-09-01 | 87.8122556838038 |
| 2006-10-01 | 87.8886438523580 |
| 2006-11-01 | 88.1392989375310 |
| 2006-12-01 | 88.3174271309149 |
| 2007-01-01 | 88.2233456985827 |
| 2007-02-01 | 88.5046805307877 |
| 2007-03-01 | 88.8040507257788 |
| 2007-04-01 | 88.4573523836511 |
| 2007-05-01 | 88.8262685930767 |
| 2007-06-01 | 89.2392089147468 |
| 2007-07-01 | 89.3266088645916 |
| 2007-08-01 | 89.2921100075448 |
| 2007-09-01 | 89.7517838355760 |
| 2007-10-01 | 90.0146573089623 |
| 2007-11-01 | 90.1376333664593 |
| 2007-12-01 | 90.0375222031655 |
| 2008-01-01 | 89.7198456771239 |
| 2008-02-01 | 89.8137950837957 |
| 2008-03-01 | 89.7280584374927 |
| 2008-04-01 | 89.7999098102448 |
| 2008-05-01 | 89.9086587501085 |
| 2008-06-01 | 89.3756212908982 |
| 2008-07-01 | 89.4778043100532 |
| 2008-08-01 | 89.5637834620124 |
| 2008-09-01 | 89.1942752616290 |
| 2008-10-01 | 88.8500337511284 |
| 2008-11-01 | 88.6555068230547 |
| 2008-12-01 | 88.2041510335129 |
| 2009-01-01 | 87.8972172234303 |
| 2009-02-01 | 87.3885624433385 |
| 2009-03-01 | 87.0330770514875 |
| 2009-04-01 | 86.9160210509014 |
| 2009-05-01 | 86.9761584231498 |
| 2009-06-01 | 86.5905379893963 |
| 2009-07-01 | 87.5217866421527 |
| 2009-08-01 | 87.1734647108995 |
| 2009-09-01 | 86.8774989230000 |
| 2009-10-01 | 86.8028574767086 |
| 2009-11-01 | 86.6996371432196 |
| 2009-12-01 | 86.9670428648593 |
| 2010-01-01 | 87.4586289418198 |
| 2010-02-01 | 87.5275054979086 |
| 2010-03-01 | 87.9168021794908 |
| 2010-04-01 | 88.3189995484474 |
| 2010-05-01 | 87.7517400245920 |
| 2010-06-01 | 87.9014967431049 |
| 2010-07-01 | 87.5406395158221 |
| 2010-08-01 | 87.5280805674810 |
| 2010-09-01 | 87.4663779977634 |
| 2010-10-01 | 87.9189807558387 |
| 2010-11-01 | 87.7697115655502 |
| 2010-12-01 | 87.6955836604228 |
| 2011-01-01 | 87.8097547528084 |
| 2011-02-01 | 87.7094669206224 |
| 2011-03-01 | 87.5286707937650 |
| 2011-04-01 | 88.0524974020986 |
| 2011-05-01 | 87.7463681687296 |
| 2011-06-01 | 88.0295366890652 |
| 2011-07-01 | 87.4481387365512 |
| 2011-08-01 | 87.5346425315882 |
| 2011-09-01 | 88.0000551761048 |
| 2011-10-01 | 87.6442317210404 |
| 2011-11-01 | 87.8320121115859 |
| 2011-12-01 | 87.5616617175743 |
| 2012-01-01 | 87.0603615567163 |
| 2012-02-01 | 87.4551726021657 |
| 2012-03-01 | 87.4203748857833 |
| 2012-04-01 | 87.3790394580659 |
| 2012-05-01 | 87.7704311504268 |
| 2012-06-01 | 87.9810075085108 |
| 2012-07-01 | 88.4643695235680 |
| 2012-08-01 | 88.5998198610666 |
| 2012-09-01 | 88.4051105054679 |
| 2012-10-01 | 88.7817520152288 |
| 2012-11-01 | 88.7770142296925 |
| 2012-12-01 | 88.9930062866765 |
| 2013-01-01 | 89.4193808473695 |
| 2013-02-01 | 89.4782537624948 |
| 2013-03-01 | 89.8046611662786 |
| 2013-04-01 | 89.9135236789896 |
| 2013-05-01 | 90.0779792337863 |
| 2013-06-01 | 89.8728503601081 |
| 2013-07-01 | 90.3836743024327 |
| 2013-08-01 | 90.6768597852198 |
| 2013-09-01 | 90.9383632155774 |
| 2013-10-01 | 90.3866996785871 |
| 2013-11-01 | 90.6245195357174 |
| 2013-12-01 | 90.6173820076548 |
| 2014-01-01 | 90.4506632272117 |
| 2014-02-01 | 90.6204040913999 |
| 2014-03-01 | 90.7089918045591 |
| 2014-04-01 | 90.4101372867051 |
| 2014-05-01 | 90.6703289279375 |
| 2014-06-01 | 90.8979258125840 |
| 2014-07-01 | 91.0347201989885 |
| 2014-08-01 | 91.1431790760422 |
| 2014-09-01 | 91.5478755195780 |
| 2014-10-01 | 91.6811074116030 |
| 2014-11-01 | 93.2687940163514 |
| 2014-12-01 | 93.3455309489951 |
| 2015-01-01 | 91.0918245419170 |
| 2015-02-01 | 91.4815923870125 |
| 2015-03-01 | 91.6285588076695 |
| 2015-04-01 | 91.7812350609156 |
| 2015-05-01 | 91.7401928240947 |
| 2015-06-01 | 92.1134931136612 |
| 2015-07-01 | 92.2189364882030 |
| 2015-08-01 | 92.1255154690135 |
| 2015-09-01 | 92.4077053698044 |
| 2015-10-01 | 92.1175594117568 |
| 2015-11-01 | 92.0681679243378 |
| 2015-12-01 | 91.7400640065680 |
| 2016-01-01 | 92.2408577401983 |
| 2016-02-01 | 92.1818472332932 |
| 2016-03-01 | 91.9849248985179 |
| 2016-04-01 | 92.5429379139928 |
| 2016-05-01 | 92.1307042401948 |
| 2016-06-01 | 91.4430915575095 |
| 2016-07-01 | 92.0189161573010 |
| 2016-08-01 | 92.0912629825090 |
| 2016-09-01 | 92.1458098857859 |
| 2016-10-01 | 92.3473155030882 |
| 2016-11-01 | 92.1875184579732 |
| 2016-12-01 | 92.1069145376511 |
| 2017-01-01 | 92.5872756952613 |
| 2017-02-01 | 92.4927639877714 |
| 2017-03-01 | 92.7846856171470 |
| 2017-04-01 | 93.1888300288259 |
| 2017-05-01 | 93.0577804925035 |
| 2017-06-01 | 93.1033797521802 |
| 2017-07-01 | 93.0062777969335 |
| 2017-08-01 | 93.0912448514839 |
| 2017-09-01 | 93.1859691310911 |
| 2017-10-01 | 93.0517220056052 |
| 2017-11-01 | 92.8303681725298 |
| 2017-12-01 | 92.9530624921848 |
| 2018-01-01 | 92.8364404690965 |
| 2018-02-01 | 93.0349311172139 |
| 2018-03-01 | 92.9808791624302 |
| 2018-04-01 | 93.4010354029931 |
| 2018-05-01 | 93.3508050806029 |
| 2018-06-01 | 93.0988237156400 |
| 2018-07-01 | 92.7649885891534 |
| 2018-08-01 | 92.5278741047886 |
| 2018-09-01 | 92.3101721514028 |
| 2018-10-01 | 92.4656204105117 |
| 2018-11-01 | 92.3215038321394 |
| 2018-12-01 | 92.4747917090237 |
| 2019-01-01 | 92.2144207663856 |
| 2019-02-01 | 92.2637092515324 |
| 2019-03-01 | 92.4748892355773 |
| 2019-04-01 | 92.3881044185356 |
| 2019-05-01 | 92.3825610409838 |
| 2019-06-01 | 92.1806165220664 |
| 2019-07-01 | 92.2967717205093 |
| 2019-08-01 | 92.0334494279466 |
| 2019-09-01 | 92.0026979863429 |
| 2019-10-01 | 92.0103750790987 |
| 2019-11-01 | 92.1365599021779 |
| 2019-12-01 | 91.9986202198779 |
| 2020-01-01 | 92.1149135586975 |
| 2020-02-01 | 92.2918342958489 |
| 2020-03-01 | 91.5229023434515 |
| 2020-04-01 | 76.7979708784220 |
| 2020-05-01 | 76.6286384101466 |
| 2020-06-01 | 81.1128696297421 |
| 2020-07-01 | 82.6965300738977 |
| 2020-08-01 | 83.6187542984479 |
| 2020-09-01 | 84.6624366802532 |
| 2020-10-01 | 85.7197981574736 |
| 2020-11-01 | 85.3406112377853 |
| 2020-12-01 | 83.0709457118520 |
| 2021-01-01 | 84.8977980746320 |
| 2021-02-01 | 85.7061532401723 |
| 2021-03-01 | 86.0630971719353 |
| 2021-04-01 | 86.3955871873646 |
| 2021-05-01 | 86.3185389530758 |
| 2021-06-01 | 86.4611739477354 |
| 2021-07-01 | 86.9181752617677 |
| 2021-08-01 | 86.9970569959299 |
| 2021-09-01 | 86.7984905508258 |
| 2021-10-01 | 87.6822200966364 |
| 2021-11-01 | 87.8364186675582 |
| 2021-12-01 | 87.7764902742618 |
| 2022-01-01 | 87.5004220474014 |
| 2022-02-01 | 87.7614274208485 |
| 2022-03-01 | 87.6692777423653 |
| 2022-04-01 | 87.5288053302633 |
| 2022-05-01 | 87.5491562729202 |
| 2022-06-01 | 87.5349794649166 |
| 2022-07-01 | 87.9414880476397 |
| 2022-08-01 | 87.8680306753837 |
| 2022-09-01 | 88.3877014869141 |
| 2022-10-01 | 87.9647010508615 |
| 2022-11-01 | 88.0056135806867 |
| 2022-12-01 | 88.1571959217823 |
| 2023-01-01 | 88.3957927195030 |
| 2023-02-01 | 88.6643579487095 |
| 2023-03-01 | 89.2122556772148 |
| 2023-04-01 | 88.3400706413495 |
| 2023-05-01 | 88.7309348326092 |
| 2023-06-01 | 89.6375887882596 |
| 2023-07-01 | 88.8610235847604 |
| 2023-08-01 | 88.9438424540665 |
| 2023-09-01 | 89.0926116546645 |
| 2023-10-01 | 88.7503965516869 |
| 2023-11-01 | 88.8038708896886 |
| 2023-12-01 | 88.9142089544072 |
| 2024-01-01 | 89.5877665904641 |
| 2024-02-01 | 89.8156529098636 |
| 2024-03-01 | 90.5763752482472 |
| 2024-04-01 | 90.1462723919024 |
| 2024-05-01 | 90.2033021244638 |
| 2024-06-01 | 89.9189868845930 |
| 2024-07-01 | 89.2653921645803 |
| 2024-08-01 | 89.2127872128655 |
| 2024-09-01 | 89.2299375315162 |
| 2024-10-01 | 89.2140971286405 |
| 2024-11-01 | 89.3870791809086 |
| 2024-12-01 | 89.4615857231347 |
| 2025-01-01 | 89.1418575839523 |
| 2025-02-01 | 89.3842194479406 |
| 2025-03-01 | 89.4954411446736 |
| 2025-04-01 | 89.3701163399150 |
| 2025-05-01 | 89.1807737381321 |
| 2025-06-01 | 89.0075956894973 |
| 2025-07-01 | 89.0749238701684 |
| 2025-08-01 | 89.1879687713433 |
| 2025-09-01 | 88.7553832397449 |
| 2025-10-01 | 88.8422055720109 |
| 2025-11-01 | 88.6174003992793 |
| 2025-12-01 | 88.7135515069478 |
| 2026-01-01 | 88.5183815623529 |
| 2026-02-01 | 87.7499381460183 |
| 2026-03-01 | 87.6186439420087 |
| 2026-04-01 | 87.6826071430301 |
| 2026-05-01 | 87.8790232743634 |
| 2026-06-01 | 88.3445236021634 |