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 2026-07-01 |
| Last Updated | 2026-08-21 6:59 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 | 64.4225164774599 |
| 1990-02-01 | 64.3802966192129 |
| 1990-03-01 | 64.6665043080443 |
| 1990-04-01 | 64.8767880578761 |
| 1990-05-01 | 64.8505276064070 |
| 1990-06-01 | 64.9069620290055 |
| 1990-07-01 | 65.2789801116910 |
| 1990-08-01 | 65.7323630902791 |
| 1990-09-01 | 65.6935455333424 |
| 1990-10-01 | 65.8307719622269 |
| 1990-11-01 | 66.1819873429693 |
| 1990-12-01 | 66.1652474103992 |
| 1991-01-01 | 66.1453738705776 |
| 1991-02-01 | 66.4711486856377 |
| 1991-03-01 | 66.5761776489719 |
| 1991-04-01 | 66.2464766592404 |
| 1991-05-01 | 66.6645922320754 |
| 1991-06-01 | 66.6199717320315 |
| 1991-07-01 | 66.8664394366927 |
| 1991-08-01 | 67.6596101595538 |
| 1991-09-01 | 67.4216504920497 |
| 1991-10-01 | 67.4868171073721 |
| 1991-11-01 | 67.4602273753276 |
| 1991-12-01 | 67.9297445290048 |
| 1992-01-01 | 68.2866965033579 |
| 1992-02-01 | 68.1528564866704 |
| 1992-03-01 | 68.0063814943936 |
| 1992-04-01 | 68.5318116558508 |
| 1992-05-01 | 69.3017061149257 |
| 1992-06-01 | 69.2239709792448 |
| 1992-07-01 | 68.8463945101102 |
| 1992-08-01 | 68.7092724069253 |
| 1992-09-01 | 68.6458529633569 |
| 1992-10-01 | 68.0912222445980 |
| 1992-11-01 | 67.5231294637649 |
| 1992-12-01 | 68.2570877614286 |
| 1993-01-01 | 68.5533389853433 |
| 1993-02-01 | 68.5717019133550 |
| 1993-03-01 | 68.5779956370225 |
| 1993-04-01 | 69.1290401533613 |
| 1993-05-01 | 68.6415272491856 |
| 1993-06-01 | 68.7039479161873 |
| 1993-07-01 | 68.6193582585806 |
| 1993-08-01 | 68.8273310380054 |
| 1993-09-01 | 69.1853217546746 |
| 1993-10-01 | 69.6916738677479 |
| 1993-11-01 | 69.7601198038726 |
| 1993-12-01 | 69.5613518168532 |
| 1994-01-01 | 69.8419703822783 |
| 1994-02-01 | 70.2219807194100 |
| 1994-03-01 | 70.3593044512729 |
| 1994-04-01 | 70.7459806392435 |
| 1994-05-01 | 70.5967983135366 |
| 1994-06-01 | 70.2776239120757 |
| 1994-07-01 | 70.9859384504802 |
| 1994-08-01 | 70.7102933910699 |
| 1994-09-01 | 70.7088720346352 |
| 1994-10-01 | 70.9685615764480 |
| 1994-11-01 | 71.1769498471204 |
| 1994-12-01 | 71.7764505917790 |
| 1995-01-01 | 71.8728506357412 |
| 1995-02-01 | 72.2444484445420 |
| 1995-03-01 | 72.3466658288029 |
| 1995-04-01 | 72.4506840234940 |
| 1995-05-01 | 72.6207950565060 |
| 1995-06-01 | 73.0316289274418 |
| 1995-07-01 | 73.4158085463338 |
| 1995-08-01 | 73.6232415169004 |
| 1995-09-01 | 74.1525599301908 |
| 1995-10-01 | 74.4356452504048 |
| 1995-11-01 | 75.0128664924178 |
| 1995-12-01 | 74.4956857454515 |
| 1996-01-01 | 74.3050435730118 |
| 1996-02-01 | 74.3723446014272 |
| 1996-03-01 | 74.3108538566407 |
| 1996-04-01 | 74.2542982011440 |
| 1996-05-01 | 74.7183173769513 |
| 1996-06-01 | 74.7777902722938 |
| 1996-07-01 | 74.4183949249394 |
| 1996-08-01 | 74.9296608828014 |
| 1996-09-01 | 74.9146029851680 |
| 1996-10-01 | 75.2514790478366 |
| 1996-11-01 | 75.3816984408065 |
| 1996-12-01 | 75.4158229810358 |
| 1997-01-01 | 75.7461669829759 |
| 1997-02-01 | 75.6882288121351 |
| 1997-03-01 | 75.8462383708780 |
| 1997-04-01 | 75.2213985365455 |
| 1997-05-01 | 75.9781778682303 |
| 1997-06-01 | 76.4068813701220 |
| 1997-07-01 | 76.8370515071974 |
| 1997-08-01 | 77.4500833507152 |
| 1997-09-01 | 77.4229564759429 |
| 1997-10-01 | 78.7264718424447 |
| 1997-11-01 | 77.6693186886961 |
| 1997-12-01 | 77.6471810213680 |
| 1998-01-01 | 77.8452883040645 |
| 1998-02-01 | 77.9465811124236 |
| 1998-03-01 | 77.3345838643212 |
| 1998-04-01 | 78.8720181429610 |
| 1998-05-01 | 80.3481291339179 |
| 1998-06-01 | 80.4638690834646 |
| 1998-07-01 | 79.4783612023818 |
| 1998-08-01 | 79.6072943889948 |
| 1998-09-01 | 79.4504768947341 |
| 1998-10-01 | 78.9928106528508 |
| 1998-11-01 | 79.1493887510302 |
| 1998-12-01 | 79.2152972400085 |
| 1999-01-01 | 79.4227625484661 |
| 1999-02-01 | 79.4458274108652 |
| 1999-03-01 | 79.4950043927563 |
| 1999-04-01 | 80.4098934160057 |
| 1999-05-01 | 80.2249070698218 |
| 1999-06-01 | 80.2342758556037 |
| 1999-07-01 | 80.6601155246104 |
| 1999-08-01 | 80.4799936752836 |
| 1999-09-01 | 80.4719054320646 |
| 1999-10-01 | 81.0671640510160 |
| 1999-11-01 | 81.4547055469110 |
| 1999-12-01 | 82.2168121605646 |
| 2000-01-01 | 81.9320571342486 |
| 2000-02-01 | 82.5654119852930 |
| 2000-03-01 | 82.7690168591702 |
| 2000-04-01 | 82.8904458647595 |
| 2000-05-01 | 82.5009371079373 |
| 2000-06-01 | 82.4994768653073 |
| 2000-07-01 | 81.9743411246265 |
| 2000-08-01 | 82.6846170233570 |
| 2000-09-01 | 82.9531582643014 |
| 2000-10-01 | 83.4212999362727 |
| 2000-11-01 | 83.3715805338860 |
| 2000-12-01 | 83.4605982510654 |
| 2001-01-01 | 83.1118314524098 |
| 2001-02-01 | 82.9498865546564 |
| 2001-03-01 | 83.1526887838308 |
| 2001-04-01 | 82.7905673412020 |
| 2001-05-01 | 82.9629657917627 |
| 2001-06-01 | 82.9533413164217 |
| 2001-07-01 | 83.0461760262845 |
| 2001-08-01 | 83.3015176393328 |
| 2001-09-01 | 83.0713615266759 |
| 2001-10-01 | 83.1461853246843 |
| 2001-11-01 | 83.3008108722549 |
| 2001-12-01 | 83.0293305064296 |
| 2002-01-01 | 83.6758568053602 |
| 2002-02-01 | 83.1491560015060 |
| 2002-03-01 | 83.1610478009760 |
| 2002-04-01 | 83.3246157839764 |
| 2002-05-01 | 83.2061793957915 |
| 2002-06-01 | 83.5983277595447 |
| 2002-07-01 | 83.6999282721394 |
| 2002-08-01 | 84.0180960333463 |
| 2002-09-01 | 84.0343456872376 |
| 2002-10-01 | 84.0905173517439 |
| 2002-11-01 | 84.1378551075576 |
| 2002-12-01 | 84.0033817462335 |
| 2003-01-01 | 85.1383669801527 |
| 2003-02-01 | 84.8838002127262 |
| 2003-03-01 | 84.5691587863110 |
| 2003-04-01 | 84.6627367663874 |
| 2003-05-01 | 84.8520277351496 |
| 2003-06-01 | 84.8686906075243 |
| 2003-07-01 | 84.5398881180583 |
| 2003-08-01 | 84.4040588502583 |
| 2003-09-01 | 85.0575528359769 |
| 2003-10-01 | 84.4400882451571 |
| 2003-11-01 | 84.0796191597295 |
| 2003-12-01 | 84.3475612536229 |
| 2004-01-01 | 84.9330133986717 |
| 2004-02-01 | 84.9463994230593 |
| 2004-03-01 | 85.0817857108086 |
| 2004-04-01 | 85.6109727538479 |
| 2004-05-01 | 85.2970700953034 |
| 2004-06-01 | 85.1651240101246 |
| 2004-07-01 | 85.0524841324587 |
| 2004-08-01 | 84.9982558137614 |
| 2004-09-01 | 85.0797838488289 |
| 2004-10-01 | 85.1680517449688 |
| 2004-11-01 | 84.9889149167494 |
| 2004-12-01 | 85.1592829813253 |
| 2005-01-01 | 84.8589069168338 |
| 2005-02-01 | 85.0401438301267 |
| 2005-03-01 | 85.1813202873968 |
| 2005-04-01 | 85.9375748285091 |
| 2005-05-01 | 85.6650025138257 |
| 2005-06-01 | 85.9394289839489 |
| 2005-07-01 | 86.0769614336911 |
| 2005-08-01 | 85.9603837341469 |
| 2005-09-01 | 86.1951306479147 |
| 2005-10-01 | 86.1355029037257 |
| 2005-11-01 | 86.4610019517090 |
| 2005-12-01 | 86.9597425532435 |
| 2006-01-01 | 87.3104440618276 |
| 2006-02-01 | 87.1719643800141 |
| 2006-03-01 | 87.2957042197842 |
| 2006-04-01 | 86.8624393345682 |
| 2006-05-01 | 86.7399465593072 |
| 2006-06-01 | 87.3387056198597 |
| 2006-07-01 | 87.5923558199493 |
| 2006-08-01 | 87.8862743589210 |
| 2006-09-01 | 87.8122474822584 |
| 2006-10-01 | 87.8886410774881 |
| 2006-11-01 | 88.1393047781334 |
| 2006-12-01 | 88.3174514770162 |
| 2007-01-01 | 88.2233866766072 |
| 2007-02-01 | 88.5047266779832 |
| 2007-03-01 | 88.8040896314500 |
| 2007-04-01 | 88.4574886627741 |
| 2007-05-01 | 88.8262744347966 |
| 2007-06-01 | 89.2389197013985 |
| 2007-07-01 | 89.3265515362505 |
| 2007-08-01 | 89.2920877029381 |
| 2007-09-01 | 89.7517599918462 |
| 2007-10-01 | 90.0146529390323 |
| 2007-11-01 | 90.1376542331682 |
| 2007-12-01 | 90.0375904219686 |
| 2008-01-01 | 89.7199542715633 |
| 2008-02-01 | 89.8139110208350 |
| 2008-03-01 | 89.7281632741816 |
| 2008-04-01 | 89.8001285506644 |
| 2008-05-01 | 89.9087145490239 |
| 2008-06-01 | 89.3748903138437 |
| 2008-07-01 | 89.4777182260099 |
| 2008-08-01 | 89.5637835300383 |
| 2008-09-01 | 89.1942055615419 |
| 2008-10-01 | 88.8500404606355 |
| 2008-11-01 | 88.6555414336406 |
| 2008-12-01 | 88.2042458642119 |
| 2009-01-01 | 87.8976888900869 |
| 2009-02-01 | 87.3887254201523 |
| 2009-03-01 | 87.0332187202578 |
| 2009-04-01 | 86.9162527076857 |
| 2009-05-01 | 86.9761977273255 |
| 2009-06-01 | 86.5893646382918 |
| 2009-07-01 | 87.5216143014448 |
| 2009-08-01 | 87.1734398953098 |
| 2009-09-01 | 86.8773717203519 |
| 2009-10-01 | 86.8028879516207 |
| 2009-11-01 | 86.6997026159918 |
| 2009-12-01 | 86.9672044004883 |
| 2010-01-01 | 87.4595261214553 |
| 2010-02-01 | 87.5277795985970 |
| 2010-03-01 | 87.9170877299270 |
| 2010-04-01 | 88.3193888163738 |
| 2010-05-01 | 87.7519931260389 |
| 2010-06-01 | 87.8987659606346 |
| 2010-07-01 | 87.5406119712961 |
| 2010-08-01 | 87.5282086229366 |
| 2010-09-01 | 87.4662238805264 |
| 2010-10-01 | 87.9191195794813 |
| 2010-11-01 | 87.7698942687114 |
| 2010-12-01 | 87.6958618629772 |
| 2011-01-01 | 87.8110832484155 |
| 2011-02-01 | 87.7098454417770 |
| 2011-03-01 | 87.5290549247413 |
| 2011-04-01 | 88.0529533832078 |
| 2011-05-01 | 87.7467000682600 |
| 2011-06-01 | 88.0255659161945 |
| 2011-07-01 | 87.4481450887474 |
| 2011-08-01 | 87.5347737059300 |
| 2011-09-01 | 87.9997946588476 |
| 2011-10-01 | 87.6444848433080 |
| 2011-11-01 | 87.8323560782873 |
| 2011-12-01 | 87.5626620966383 |
| 2012-01-01 | 87.0617985744834 |
| 2012-02-01 | 87.4556094261016 |
| 2012-03-01 | 87.4207820060847 |
| 2012-04-01 | 87.3794752159123 |
| 2012-05-01 | 87.7707742802423 |
| 2012-06-01 | 87.9757744386678 |
| 2012-07-01 | 88.4644279906527 |
| 2012-08-01 | 88.5999930382667 |
| 2012-09-01 | 88.4048005405614 |
| 2012-10-01 | 88.7822073192628 |
| 2012-11-01 | 88.7776314876459 |
| 2012-12-01 | 88.9948170426022 |
| 2013-01-01 | 89.4209381691394 |
| 2013-02-01 | 89.4787093479740 |
| 2013-03-01 | 89.8049858825461 |
| 2013-04-01 | 89.9132829459736 |
| 2013-05-01 | 90.0781611981913 |
| 2013-06-01 | 89.8672298987319 |
| 2013-07-01 | 90.3836972530468 |
| 2013-08-01 | 90.6769814953061 |
| 2013-09-01 | 90.9380586155572 |
| 2013-10-01 | 90.3872906793459 |
| 2013-11-01 | 90.6253698096901 |
| 2013-12-01 | 90.6205313453089 |
| 2014-01-01 | 90.4521133666396 |
| 2014-02-01 | 90.6210922945605 |
| 2014-03-01 | 90.7095572976545 |
| 2014-04-01 | 90.4067959164884 |
| 2014-05-01 | 90.6706981653052 |
| 2014-06-01 | 90.8921999081934 |
| 2014-07-01 | 91.0351465379418 |
| 2014-08-01 | 91.1439080347067 |
| 2014-09-01 | 91.5485382580362 |
| 2014-10-01 | 91.6827984372341 |
| 2014-11-01 | 93.2706230684502 |
| 2014-12-01 | 93.3496137414315 |
| 2015-01-01 | 91.0925061137667 |
| 2015-02-01 | 91.4810506709176 |
| 2015-03-01 | 91.6274503267865 |
| 2015-04-01 | 91.7730048534810 |
| 2015-05-01 | 91.7390838868579 |
| 2015-06-01 | 92.1089502819976 |
| 2015-07-01 | 92.2208514658319 |
| 2015-08-01 | 92.1289963263918 |
| 2015-09-01 | 92.4120951130787 |
| 2015-10-01 | 92.1229923240685 |
| 2015-11-01 | 92.0726520411573 |
| 2015-12-01 | 91.7450652428858 |
| 2016-01-01 | 92.2388587552280 |
| 2016-02-01 | 92.1765189756434 |
| 2016-03-01 | 91.9780052211501 |
| 2016-04-01 | 92.5267774903770 |
| 2016-05-01 | 92.1261074500127 |
| 2016-06-01 | 91.4400094253415 |
| 2016-07-01 | 92.0240429645006 |
| 2016-08-01 | 92.1007753953089 |
| 2016-09-01 | 92.1582682963199 |
| 2016-10-01 | 92.3615859702059 |
| 2016-11-01 | 92.1997897793634 |
| 2016-12-01 | 92.1155148319533 |
| 2017-01-01 | 92.5845994437270 |
| 2017-02-01 | 92.4740648853227 |
| 2017-03-01 | 92.7606486008197 |
| 2017-04-01 | 93.1451622058024 |
| 2017-05-01 | 93.0536873656039 |
| 2017-06-01 | 93.1154565828473 |
| 2017-07-01 | 93.0049357886375 |
| 2017-08-01 | 93.1301755425287 |
| 2017-09-01 | 93.1964386619473 |
| 2017-10-01 | 93.0804976148360 |
| 2017-11-01 | 92.8609233210676 |
| 2017-12-01 | 92.9611904322233 |
| 2018-01-01 | 92.8296234777860 |
| 2018-02-01 | 92.9975851094672 |
| 2018-03-01 | 92.9356881476636 |
| 2018-04-01 | 93.3277690894968 |
| 2018-05-01 | 93.3472452344494 |
| 2018-06-01 | 93.1272303887242 |
| 2018-07-01 | 92.7608722100389 |
| 2018-08-01 | 92.6009378581438 |
| 2018-09-01 | 92.3053795299996 |
| 2018-10-01 | 92.5128874988417 |
| 2018-11-01 | 92.3753628975119 |
| 2018-12-01 | 92.4833131220012 |
| 2019-01-01 | 92.2037835283158 |
| 2019-02-01 | 92.2076198517751 |
| 2019-03-01 | 92.4080512145217 |
| 2019-04-01 | 92.2874233842876 |
| 2019-05-01 | 92.3793963355854 |
| 2019-06-01 | 92.2253743009679 |
| 2019-07-01 | 92.2894188865141 |
| 2019-08-01 | 92.1388581151003 |
| 2019-09-01 | 91.9775490113416 |
| 2019-10-01 | 92.0726158408173 |
| 2019-11-01 | 92.2101916704406 |
| 2019-12-01 | 92.0068778101991 |
| 2020-01-01 | 92.1032134619365 |
| 2020-02-01 | 92.2320039562607 |
| 2020-03-01 | 91.4265340536851 |
| 2020-04-01 | 76.6867869749170 |
| 2020-05-01 | 76.6278501936705 |
| 2020-06-01 | 81.1642649540420 |
| 2020-07-01 | 82.6959920679012 |
| 2020-08-01 | 83.7316926095607 |
| 2020-09-01 | 84.6247876857218 |
| 2020-10-01 | 85.7891381509297 |
| 2020-11-01 | 85.4227615507168 |
| 2020-12-01 | 83.0826740993729 |
| 2021-01-01 | 84.8933670830913 |
| 2021-02-01 | 85.6549010595611 |
| 2021-03-01 | 85.9292009321250 |
| 2021-04-01 | 86.2827788890627 |
| 2021-05-01 | 86.3228434072173 |
| 2021-06-01 | 86.5181482972606 |
| 2021-07-01 | 86.9244968397505 |
| 2021-08-01 | 87.1095659200905 |
| 2021-09-01 | 86.7566807186089 |
| 2021-10-01 | 87.7486352965213 |
| 2021-11-01 | 87.9163445385995 |
| 2021-12-01 | 87.7866495053223 |
| 2022-01-01 | 87.5009542706432 |
| 2022-02-01 | 87.7271791670533 |
| 2022-03-01 | 87.5093720365053 |
| 2022-04-01 | 87.4345756560953 |
| 2022-05-01 | 87.5552341071803 |
| 2022-06-01 | 87.5846616811025 |
| 2022-07-01 | 87.9654767937102 |
| 2022-08-01 | 87.9579289502565 |
| 2022-09-01 | 88.3549180316152 |
| 2022-10-01 | 88.0229682631859 |
| 2022-11-01 | 88.0730811008041 |
| 2022-12-01 | 88.1695416229606 |
| 2023-01-01 | 88.3993002139328 |
| 2023-02-01 | 88.6496003925443 |
| 2023-03-01 | 89.0269797677047 |
| 2023-04-01 | 88.2714561723997 |
| 2023-05-01 | 88.7270222589578 |
| 2023-06-01 | 89.6884234231975 |
| 2023-07-01 | 88.9042154340168 |
| 2023-08-01 | 89.0098631951897 |
| 2023-09-01 | 89.0829671216511 |
| 2023-10-01 | 88.7962970604738 |
| 2023-11-01 | 88.8520424650763 |
| 2023-12-01 | 88.9266288276555 |
| 2024-01-01 | 89.5892731451687 |
| 2024-02-01 | 89.8137762988558 |
| 2024-03-01 | 90.3793934997165 |
| 2024-04-01 | 90.0997979100022 |
| 2024-05-01 | 90.1903054822337 |
| 2024-06-01 | 89.9690231075318 |
| 2024-07-01 | 89.3244298945131 |
| 2024-08-01 | 89.2568426912921 |
| 2024-09-01 | 89.2478961738599 |
| 2024-10-01 | 89.2509359358129 |
| 2024-11-01 | 89.4195917619008 |
| 2024-12-01 | 89.4761428140371 |
| 2025-01-01 | 89.1404797208394 |
| 2025-02-01 | 89.3843172003984 |
| 2025-03-01 | 89.2878523788680 |
| 2025-04-01 | 89.3321252514519 |
| 2025-05-01 | 89.1571155656485 |
| 2025-06-01 | 89.0695347675030 |
| 2025-07-01 | 89.1405613349238 |
| 2025-08-01 | 89.2320901787818 |
| 2025-09-01 | 88.7892579850918 |
| 2025-10-01 | 88.8741417286697 |
| 2025-11-01 | 88.6425889033565 |
| 2025-12-01 | 88.7243131727916 |
| 2026-01-01 | 88.5089077765046 |
| 2026-02-01 | 87.7411832950781 |
| 2026-03-01 | 87.4253686885794 |
| 2026-04-01 | 87.6495109800246 |
| 2026-05-01 | 87.8502831823050 |
| 2026-06-01 | 88.5099334748459 |
| 2026-07-01 | 88.2368058729814 |