Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227PBSV |
| 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 2025-11-01 |
| Last Updated | 2026-01-07 10:00 PM 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 | 4.99180295807821 |
| 1990-02-01 | 4.95888088810187 |
| 1990-03-01 | 5.04979503083292 |
| 1990-04-01 | 5.05577436522956 |
| 1990-05-01 | 5.05966424471054 |
| 1990-06-01 | 5.06823494215211 |
| 1990-07-01 | 5.41405499812387 |
| 1990-08-01 | 5.39411010659084 |
| 1990-09-01 | 5.59643968054510 |
| 1990-10-01 | 5.22459383103278 |
| 1990-11-01 | 5.40914163240129 |
| 1990-12-01 | 5.38720619844603 |
| 1991-01-01 | 5.28815609095116 |
| 1991-02-01 | 5.25178314878173 |
| 1991-03-01 | 5.23732647861522 |
| 1991-04-01 | 5.35739626101745 |
| 1991-05-01 | 5.45854307004498 |
| 1991-06-01 | 5.47133232801231 |
| 1991-07-01 | 5.51662806274285 |
| 1991-08-01 | 5.60157148143181 |
| 1991-09-01 | 5.60697364334484 |
| 1991-10-01 | 5.62871452802410 |
| 1991-11-01 | 5.61233061579707 |
| 1991-12-01 | 5.69665250643249 |
| 1992-01-01 | 6.17955059925924 |
| 1992-02-01 | 6.12980072602400 |
| 1992-03-01 | 6.11411941314229 |
| 1992-04-01 | 6.26118509670388 |
| 1992-05-01 | 6.25270550769298 |
| 1992-06-01 | 6.37442522764769 |
| 1992-07-01 | 6.32672530171486 |
| 1992-08-01 | 6.21974155305090 |
| 1992-09-01 | 6.31929646884182 |
| 1992-10-01 | 5.53645009604679 |
| 1992-11-01 | 5.51850186078044 |
| 1992-12-01 | 5.51397615542984 |
| 1993-01-01 | 5.16231717225094 |
| 1993-02-01 | 5.19784651341477 |
| 1993-03-01 | 5.28432849256439 |
| 1993-04-01 | 5.06279219552200 |
| 1993-05-01 | 5.05230032153006 |
| 1993-06-01 | 5.07507024678766 |
| 1993-07-01 | 5.03436566244612 |
| 1993-08-01 | 5.14216420726734 |
| 1993-09-01 | 5.23724112257720 |
| 1993-10-01 | 5.34652277979783 |
| 1993-11-01 | 5.41782379927124 |
| 1993-12-01 | 5.42699986499372 |
| 1994-01-01 | 5.44170678162659 |
| 1994-02-01 | 5.47671689719196 |
| 1994-03-01 | 5.46060567335359 |
| 1994-04-01 | 5.47173062490779 |
| 1994-05-01 | 5.44933745758739 |
| 1994-06-01 | 5.37454155590664 |
| 1994-07-01 | 5.43425551564827 |
| 1994-08-01 | 5.35276489784238 |
| 1994-09-01 | 5.25318158274570 |
| 1994-10-01 | 5.05969739873651 |
| 1994-11-01 | 5.21093621453393 |
| 1994-12-01 | 5.23251741942278 |
| 1995-01-01 | 5.53452155829006 |
| 1995-02-01 | 5.47846264812439 |
| 1995-03-01 | 5.54947982626040 |
| 1995-04-01 | 5.47635976680931 |
| 1995-05-01 | 5.54696153105134 |
| 1995-06-01 | 5.46562867021903 |
| 1995-07-01 | 5.51192046419774 |
| 1995-08-01 | 5.65038830300092 |
| 1995-09-01 | 5.77067381599328 |
| 1995-10-01 | 5.77768326481855 |
| 1995-11-01 | 5.80914992309413 |
| 1995-12-01 | 5.82014837289226 |
| 1996-01-01 | 6.04523795948483 |
| 1996-02-01 | 6.09794021127532 |
| 1996-03-01 | 6.15348728018112 |
| 1996-04-01 | 6.17724492534384 |
| 1996-05-01 | 6.13755533441992 |
| 1996-06-01 | 6.24702646236329 |
| 1996-07-01 | 6.18385591338196 |
| 1996-08-01 | 6.24590909279481 |
| 1996-09-01 | 6.28388797825552 |
| 1996-10-01 | 6.40049481628526 |
| 1996-11-01 | 6.51229403122798 |
| 1996-12-01 | 6.49466982382718 |
| 1997-01-01 | 6.66742064910616 |
| 1997-02-01 | 6.62384560064464 |
| 1997-03-01 | 6.55188855563404 |
| 1997-04-01 | 6.66748121144246 |
| 1997-05-01 | 6.83826726712286 |
| 1997-06-01 | 6.91966354464884 |
| 1997-07-01 | 7.16671331833374 |
| 1997-08-01 | 7.35254745882931 |
| 1997-09-01 | 7.30276284176641 |
| 1997-10-01 | 8.52125913022755 |
| 1997-11-01 | 7.50756598710156 |
| 1997-12-01 | 7.55693448556196 |
| 1998-01-01 | 7.47527684219794 |
| 1998-02-01 | 7.54726222206885 |
| 1998-03-01 | 7.45169064025907 |
| 1998-04-01 | 7.86129794866228 |
| 1998-05-01 | 8.24305066774710 |
| 1998-06-01 | 8.29973274394609 |
| 1998-07-01 | 8.26958801517087 |
| 1998-08-01 | 8.06751381853369 |
| 1998-09-01 | 8.01842433029306 |
| 1998-10-01 | 7.73417266711001 |
| 1998-11-01 | 7.78940943653474 |
| 1998-12-01 | 7.92543360663839 |
| 1999-01-01 | 7.77517898414493 |
| 1999-02-01 | 7.85526956663293 |
| 1999-03-01 | 7.84854655404411 |
| 1999-04-01 | 7.95744425436657 |
| 1999-05-01 | 7.95828707078065 |
| 1999-06-01 | 7.98847089840038 |
| 1999-07-01 | 7.98254738224994 |
| 1999-08-01 | 7.88117676376211 |
| 1999-09-01 | 7.52602427649493 |
| 1999-10-01 | 7.94390628155312 |
| 1999-11-01 | 7.97531875910753 |
| 1999-12-01 | 8.11984520086153 |
| 2000-01-01 | 8.05107890927681 |
| 2000-02-01 | 8.13829833515270 |
| 2000-03-01 | 8.35148259722964 |
| 2000-04-01 | 8.55857920103029 |
| 2000-05-01 | 8.17115539589390 |
| 2000-06-01 | 8.18973756691708 |
| 2000-07-01 | 8.20142301829103 |
| 2000-08-01 | 8.39136964701352 |
| 2000-09-01 | 8.42731049378168 |
| 2000-10-01 | 8.55467884886898 |
| 2000-11-01 | 8.66618856660614 |
| 2000-12-01 | 8.62504087832683 |
| 2001-01-01 | 7.61849810034942 |
| 2001-02-01 | 7.40866221585108 |
| 2001-03-01 | 7.34917492067350 |
| 2001-04-01 | 7.26699555892356 |
| 2001-05-01 | 7.19031603504430 |
| 2001-06-01 | 7.10357646159663 |
| 2001-07-01 | 6.91962470459505 |
| 2001-08-01 | 6.88729079618467 |
| 2001-09-01 | 6.92527306863187 |
| 2001-10-01 | 6.96033635543950 |
| 2001-11-01 | 6.95411349055181 |
| 2001-12-01 | 6.83466068685089 |
| 2002-01-01 | 6.88246767428968 |
| 2002-02-01 | 6.98719717084984 |
| 2002-03-01 | 6.86952367815632 |
| 2002-04-01 | 6.97770308351321 |
| 2002-05-01 | 6.89621910438667 |
| 2002-06-01 | 7.21497463035231 |
| 2002-07-01 | 7.32769122069578 |
| 2002-08-01 | 7.57636992673786 |
| 2002-09-01 | 7.52749262525414 |
| 2002-10-01 | 7.15939385385523 |
| 2002-11-01 | 7.14372167523213 |
| 2002-12-01 | 7.23667568315021 |
| 2003-01-01 | 7.56859015945289 |
| 2003-02-01 | 7.47558115862232 |
| 2003-03-01 | 7.49052530951176 |
| 2003-04-01 | 7.49011134224269 |
| 2003-05-01 | 7.50295466251759 |
| 2003-06-01 | 7.42777781067681 |
| 2003-07-01 | 7.41918830594281 |
| 2003-08-01 | 7.35137821410211 |
| 2003-09-01 | 7.22392863244669 |
| 2003-10-01 | 7.15149322658497 |
| 2003-11-01 | 7.14371351004414 |
| 2003-12-01 | 7.34681452264631 |
| 2004-01-01 | 7.27443811128891 |
| 2004-02-01 | 7.27538309545411 |
| 2004-03-01 | 7.30761592970433 |
| 2004-04-01 | 7.19462194792299 |
| 2004-05-01 | 7.19738652753504 |
| 2004-06-01 | 7.12920273071571 |
| 2004-07-01 | 7.20772520680687 |
| 2004-08-01 | 7.23046389129974 |
| 2004-09-01 | 7.22886409956499 |
| 2004-10-01 | 7.24455609027666 |
| 2004-11-01 | 7.24620870483756 |
| 2004-12-01 | 7.25198731464957 |
| 2005-01-01 | 6.89367237271704 |
| 2005-02-01 | 6.87833614940680 |
| 2005-03-01 | 6.90693892142000 |
| 2005-04-01 | 7.09565067418062 |
| 2005-05-01 | 7.09523912617084 |
| 2005-06-01 | 7.14348210718964 |
| 2005-07-01 | 7.00355590171505 |
| 2005-08-01 | 7.00487649167178 |
| 2005-09-01 | 7.02249622430483 |
| 2005-10-01 | 7.13060662914117 |
| 2005-11-01 | 7.13704953950791 |
| 2005-12-01 | 7.16314539519741 |
| 2006-01-01 | 7.22367567441519 |
| 2006-02-01 | 7.19246840655179 |
| 2006-03-01 | 7.21266492760924 |
| 2006-04-01 | 7.18933391011661 |
| 2006-05-01 | 7.18337082971428 |
| 2006-06-01 | 7.25148135957465 |
| 2006-07-01 | 7.40286681970111 |
| 2006-08-01 | 7.48626007221333 |
| 2006-09-01 | 7.51440082005347 |
| 2006-10-01 | 7.61469406736158 |
| 2006-11-01 | 7.62790940093667 |
| 2006-12-01 | 7.68362368516151 |
| 2007-01-01 | 7.84830377314345 |
| 2007-02-01 | 7.99951865745879 |
| 2007-03-01 | 8.11250661573976 |
| 2007-04-01 | 8.08912747487188 |
| 2007-05-01 | 8.18340138486585 |
| 2007-06-01 | 8.26393657214648 |
| 2007-07-01 | 8.19728394413055 |
| 2007-08-01 | 8.16741760005660 |
| 2007-09-01 | 8.19500378568219 |
| 2007-10-01 | 8.19467209300355 |
| 2007-11-01 | 8.32167985850917 |
| 2007-12-01 | 8.30946693426971 |
| 2008-01-01 | 8.37147902950355 |
| 2008-02-01 | 8.41054477944582 |
| 2008-03-01 | 8.41178447668111 |
| 2008-04-01 | 8.48952874093104 |
| 2008-05-01 | 8.48420565400906 |
| 2008-06-01 | 8.36462858132492 |
| 2008-07-01 | 8.39085368013386 |
| 2008-08-01 | 8.55339112349090 |
| 2008-09-01 | 8.48685529114884 |
| 2008-10-01 | 8.27984898849441 |
| 2008-11-01 | 8.22123905296933 |
| 2008-12-01 | 8.12316832449504 |
| 2009-01-01 | 7.88414060973584 |
| 2009-02-01 | 7.61515964718861 |
| 2009-03-01 | 7.60858509883417 |
| 2009-04-01 | 7.79721257492804 |
| 2009-05-01 | 7.79395047076387 |
| 2009-06-01 | 7.66429620327766 |
| 2009-07-01 | 7.78814857461043 |
| 2009-08-01 | 7.74109212175397 |
| 2009-09-01 | 7.68351669518298 |
| 2009-10-01 | 7.66302848374630 |
| 2009-11-01 | 7.61470408141809 |
| 2009-12-01 | 7.61831164598841 |
| 2010-01-01 | 7.80374396924518 |
| 2010-02-01 | 7.82787783103229 |
| 2010-03-01 | 7.91482971580026 |
| 2010-04-01 | 7.80176239788018 |
| 2010-05-01 | 7.79451010700194 |
| 2010-06-01 | 7.84965459524262 |
| 2010-07-01 | 7.78380611149815 |
| 2010-08-01 | 7.73536509568517 |
| 2010-09-01 | 7.79574644552586 |
| 2010-10-01 | 7.85890036764058 |
| 2010-11-01 | 7.81888761175657 |
| 2010-12-01 | 7.81146630109999 |
| 2011-01-01 | 7.90857120112906 |
| 2011-02-01 | 7.62665628980543 |
| 2011-03-01 | 7.61063669469066 |
| 2011-04-01 | 7.60722368938411 |
| 2011-05-01 | 7.50107136945679 |
| 2011-06-01 | 7.53305452449696 |
| 2011-07-01 | 7.47693499944873 |
| 2011-08-01 | 7.54060610401083 |
| 2011-09-01 | 7.51261107804214 |
| 2011-10-01 | 7.55945697478709 |
| 2011-11-01 | 7.72550805737166 |
| 2011-12-01 | 7.49913806357041 |
| 2012-01-01 | 7.51674757642263 |
| 2012-02-01 | 7.62869747290317 |
| 2012-03-01 | 7.50890812545812 |
| 2012-04-01 | 7.49840251708991 |
| 2012-05-01 | 7.59314089458179 |
| 2012-06-01 | 7.71266374015157 |
| 2012-07-01 | 7.76899708026477 |
| 2012-08-01 | 7.85417976014794 |
| 2012-09-01 | 7.82788448403601 |
| 2012-10-01 | 8.07728350697285 |
| 2012-11-01 | 7.94443170142447 |
| 2012-12-01 | 7.89602376121028 |
| 2013-01-01 | 7.81503257108604 |
| 2013-02-01 | 7.81617974745606 |
| 2013-03-01 | 7.90964571183161 |
| 2013-04-01 | 7.87463151117560 |
| 2013-05-01 | 7.98533203438233 |
| 2013-06-01 | 7.90170724159927 |
| 2013-07-01 | 7.86411515522680 |
| 2013-08-01 | 7.86975761999589 |
| 2013-09-01 | 7.82994378385082 |
| 2013-10-01 | 7.79864492960398 |
| 2013-11-01 | 7.86281025364663 |
| 2013-12-01 | 7.99282931395223 |
| 2014-01-01 | 8.12357760564269 |
| 2014-02-01 | 8.11677454773398 |
| 2014-03-01 | 8.11137350829761 |
| 2014-04-01 | 8.03584068161978 |
| 2014-05-01 | 7.96340661672411 |
| 2014-06-01 | 7.99699517899836 |
| 2014-07-01 | 8.06495694116973 |
| 2014-08-01 | 7.98367071709091 |
| 2014-09-01 | 8.02322997087590 |
| 2014-10-01 | 8.12530600081359 |
| 2014-11-01 | 8.29115822642006 |
| 2014-12-01 | 8.29771557649119 |
| 2015-01-01 | 8.02257782365361 |
| 2015-02-01 | 8.00955935765808 |
| 2015-03-01 | 8.00557281198047 |
| 2015-04-01 | 8.09564469097143 |
| 2015-05-01 | 8.15294981707037 |
| 2015-06-01 | 8.09844215370972 |
| 2015-07-01 | 8.07348615592328 |
| 2015-08-01 | 8.00473200677850 |
| 2015-09-01 | 8.01400917414786 |
| 2015-10-01 | 7.93541070178772 |
| 2015-11-01 | 7.90639341326137 |
| 2015-12-01 | 7.89760132834123 |
| 2016-01-01 | 8.02421176908623 |
| 2016-02-01 | 8.01251798994546 |
| 2016-03-01 | 7.89993376452112 |
| 2016-04-01 | 7.96091961225010 |
| 2016-05-01 | 7.84088526550039 |
| 2016-06-01 | 7.70253866455402 |
| 2016-07-01 | 7.89282328735320 |
| 2016-08-01 | 7.92364024201080 |
| 2016-09-01 | 7.91008925494299 |
| 2016-10-01 | 7.83880093650994 |
| 2016-11-01 | 7.81235002250939 |
| 2016-12-01 | 7.79802703150592 |
| 2017-01-01 | 7.71162000965573 |
| 2017-02-01 | 7.70165478031080 |
| 2017-03-01 | 7.79499329481120 |
| 2017-04-01 | 7.74772643179834 |
| 2017-05-01 | 7.74432492338450 |
| 2017-06-01 | 7.71191313633447 |
| 2017-07-01 | 7.61433786027989 |
| 2017-08-01 | 7.63806509397663 |
| 2017-09-01 | 7.61406192375460 |
| 2017-10-01 | 7.42903325983258 |
| 2017-11-01 | 7.50054286660728 |
| 2017-12-01 | 7.49579045497277 |
| 2018-01-01 | 7.39653053086649 |
| 2018-02-01 | 7.39402007562838 |
| 2018-03-01 | 7.38483112728550 |
| 2018-04-01 | 7.45931732892222 |
| 2018-05-01 | 7.44744951069145 |
| 2018-06-01 | 7.41892782577600 |
| 2018-07-01 | 7.43540924009290 |
| 2018-08-01 | 7.34839555332295 |
| 2018-09-01 | 7.42540511285535 |
| 2018-10-01 | 7.41785401507681 |
| 2018-11-01 | 7.38481458170293 |
| 2018-12-01 | 7.39268997586508 |
| 2019-01-01 | 7.36968894466660 |
| 2019-02-01 | 7.38082487806244 |
| 2019-03-01 | 7.47823718173766 |
| 2019-04-01 | 7.38994238863187 |
| 2019-05-01 | 7.35908551423116 |
| 2019-06-01 | 7.32512422199906 |
| 2019-07-01 | 7.34037754745403 |
| 2019-08-01 | 7.35354691977043 |
| 2019-09-01 | 7.33483655913454 |
| 2019-10-01 | 7.40700932168534 |
| 2019-11-01 | 7.47536401583903 |
| 2019-12-01 | 7.49649332188459 |
| 2020-01-01 | 7.54136133628700 |
| 2020-02-01 | 7.57043613579148 |
| 2020-03-01 | 7.57186443115180 |
| 2020-04-01 | 6.82641379231210 |
| 2020-05-01 | 6.86418380164776 |
| 2020-06-01 | 6.92375415914376 |
| 2020-07-01 | 6.93669454033648 |
| 2020-08-01 | 7.04801290339537 |
| 2020-09-01 | 7.14166861683510 |
| 2020-10-01 | 7.31154049634014 |
| 2020-11-01 | 7.38327214086637 |
| 2020-12-01 | 7.40564638997852 |
| 2021-01-01 | 7.51232470779936 |
| 2021-02-01 | 7.55619884755544 |
| 2021-03-01 | 7.56765252452632 |
| 2021-04-01 | 7.55758591567459 |
| 2021-05-01 | 7.56354615957444 |
| 2021-06-01 | 7.61845031272434 |
| 2021-07-01 | 7.62639550413842 |
| 2021-08-01 | 7.63397658640806 |
| 2021-09-01 | 7.54194716831812 |
| 2021-10-01 | 7.73049470644803 |
| 2021-11-01 | 7.71118996186649 |
| 2021-12-01 | 7.81485520670295 |
| 2022-01-01 | 7.59346849244772 |
| 2022-02-01 | 7.54366372009216 |
| 2022-03-01 | 7.55493109141423 |
| 2022-04-01 | 7.57135564896750 |
| 2022-05-01 | 7.65225914215488 |
| 2022-06-01 | 7.71488322491103 |
| 2022-07-01 | 7.82385290674186 |
| 2022-08-01 | 7.81954294827855 |
| 2022-09-01 | 7.84169489746146 |
| 2022-10-01 | 7.75469028544120 |
| 2022-11-01 | 7.74366413933729 |
| 2022-12-01 | 7.71484008570459 |
| 2023-01-01 | 7.78791666763333 |
| 2023-02-01 | 7.73647544915464 |
| 2023-03-01 | 7.74489238168903 |
| 2023-04-01 | 7.66713241892048 |
| 2023-05-01 | 7.63438481624090 |
| 2023-06-01 | 7.61421591987318 |
| 2023-07-01 | 7.52035077481795 |
| 2023-08-01 | 7.51193147700618 |
| 2023-09-01 | 7.44284706618943 |
| 2023-10-01 | 7.38063745129938 |
| 2023-11-01 | 7.37603318186051 |
| 2023-12-01 | 7.31263904225723 |
| 2024-01-01 | 7.58658334650078 |
| 2024-02-01 | 7.52908042497547 |
| 2024-03-01 | 7.53138829750170 |
| 2024-04-01 | 7.55006480817536 |
| 2024-05-01 | 7.61771253282759 |
| 2024-06-01 | 7.61814698838959 |
| 2024-07-01 | 7.62583835160962 |
| 2024-08-01 | 7.61023643211133 |
| 2024-09-01 | 7.45017015061709 |
| 2024-10-01 | 7.59930865881550 |
| 2024-11-01 | 7.59517499019441 |
| 2024-12-01 | 7.70566386324291 |
| 2025-01-01 | 7.68770312447183 |
| 2025-02-01 | 7.72249927104050 |
| 2025-03-01 | 7.72239231709474 |
| 2025-04-01 | 7.73405167211657 |
| 2025-05-01 | 7.70660245541181 |
| 2025-06-01 | 7.62178547702465 |
| 2025-07-01 | 7.63139601646636 |
| 2025-08-01 | 7.71432815153689 |
| 2025-09-01 | 7.75904482602315 |
| 2025-10-01 | 7.80881521100756 |
| 2025-11-01 | 7.90338118754626 |