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 2024-10-01 |
| Last Updated | 2024-11-20 6:37 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 | 4.9916343521989410 |
| 1990-02-01 | 4.9587168205431000 |
| 1990-03-01 | 5.0496299966086300 |
| 1990-04-01 | 5.0557792017353500 |
| 1990-05-01 | 5.0597538363166500 |
| 1990-06-01 | 5.0684096182673210 |
| 1990-07-01 | 5.4143401153838490 |
| 1990-08-01 | 5.3944590276024990 |
| 1990-09-01 | 5.5970512286553300 |
| 1990-10-01 | 5.2238887824951700 |
| 1990-11-01 | 5.4087152710898490 |
| 1990-12-01 | 5.3873110663063090 |
| 1991-01-01 | 5.2879894516952195 |
| 1991-02-01 | 5.2516330094443710 |
| 1991-03-01 | 5.2371575698724410 |
| 1991-04-01 | 5.3574130357785800 |
| 1991-05-01 | 5.4586382552245800 |
| 1991-06-01 | 5.4715075296495900 |
| 1991-07-01 | 5.5169023278567100 |
| 1991-08-01 | 5.6018968966832600 |
| 1991-09-01 | 5.6075216764907000 |
| 1991-10-01 | 5.6280672130997695 |
| 1991-11-01 | 5.6119428155698000 |
| 1991-12-01 | 5.6967284653208900 |
| 1992-01-01 | 6.1793934815817690 |
| 1992-02-01 | 6.1296694561274405 |
| 1992-03-01 | 6.1139495147283895 |
| 1992-04-01 | 6.2612120496625400 |
| 1992-05-01 | 6.2528022716714200 |
| 1992-06-01 | 6.3746004328051790 |
| 1992-07-01 | 6.3269812750012190 |
| 1992-08-01 | 6.2200375294981205 |
| 1992-09-01 | 6.3197395102006610 |
| 1992-10-01 | 5.5359037927527690 |
| 1992-11-01 | 5.5181596093711400 |
| 1992-12-01 | 5.5140154799170600 |
| 1993-01-01 | 5.1621780221693000 |
| 1993-02-01 | 5.1977340309622200 |
| 1993-03-01 | 5.2841823138648790 |
| 1993-04-01 | 5.0628223543250600 |
| 1993-05-01 | 5.0523868415194500 |
| 1993-06-01 | 5.0752290363099000 |
| 1993-07-01 | 5.0345908338480500 |
| 1993-08-01 | 5.1424285357647905 |
| 1993-09-01 | 5.2376091340602200 |
| 1993-10-01 | 5.3460514220458295 |
| 1993-11-01 | 5.4175360811328210 |
| 1993-12-01 | 5.4269794205925300 |
| 1994-01-01 | 5.4416017102962600 |
| 1994-02-01 | 5.4766479459864900 |
| 1994-03-01 | 5.4604942580164800 |
| 1994-04-01 | 5.4717773563895400 |
| 1994-05-01 | 5.4494194707496390 |
| 1994-06-01 | 5.3746815812001110 |
| 1994-07-01 | 5.4344347631064010 |
| 1994-08-01 | 5.3529357317560700 |
| 1994-09-01 | 5.2534102354289100 |
| 1994-10-01 | 5.0593654392546600 |
| 1994-11-01 | 5.2107442042075500 |
| 1994-12-01 | 5.2324468939286510 |
| 1995-01-01 | 5.5344475514194700 |
| 1995-02-01 | 5.4784411629025100 |
| 1995-03-01 | 5.5494279338148790 |
| 1995-04-01 | 5.4764030028063200 |
| 1995-05-01 | 5.5470350011203800 |
| 1995-06-01 | 5.4657427597366610 |
| 1995-07-01 | 5.5120482653810505 |
| 1995-08-01 | 5.6504592275230200 |
| 1995-09-01 | 5.7707976278041600 |
| 1995-10-01 | 5.7774233015844810 |
| 1995-11-01 | 5.8090539302013490 |
| 1995-12-01 | 5.8200495679818790 |
| 1996-01-01 | 6.0451996781504000 |
| 1996-02-01 | 6.0979719681789010 |
| 1996-03-01 | 6.1535026838333495 |
| 1996-04-01 | 6.1772928441172190 |
| 1996-05-01 | 6.1376287011656700 |
| 1996-06-01 | 6.2471216060090600 |
| 1996-07-01 | 6.1839310766521600 |
| 1996-08-01 | 6.2458660427993500 |
| 1996-09-01 | 6.2839122864344095 |
| 1996-10-01 | 6.4002894546274100 |
| 1996-11-01 | 6.5122504891367300 |
| 1996-12-01 | 6.4945800838895190 |
| 1997-01-01 | 6.6674145947426000 |
| 1997-02-01 | 6.6239263765740710 |
| 1997-03-01 | 6.5519592549407495 |
| 1997-04-01 | 6.6675292821392800 |
| 1997-05-01 | 6.8383553895008395 |
| 1997-06-01 | 6.9197562908023500 |
| 1997-07-01 | 7.1667640670101200 |
| 1997-08-01 | 7.3524662606801700 |
| 1997-09-01 | 7.3027701688119695 |
| 1997-10-01 | 8.5209837506631790 |
| 1997-11-01 | 7.5074250242763800 |
| 1997-12-01 | 7.5567266776091095 |
| 1998-01-01 | 7.4754415470648890 |
| 1998-02-01 | 7.5474642955844900 |
| 1998-03-01 | 7.4518229971523500 |
| 1998-04-01 | 7.8613750349969510 |
| 1998-05-01 | 8.2431570020863900 |
| 1998-06-01 | 8.2998164014230990 |
| 1998-07-01 | 8.2696096262344300 |
| 1998-08-01 | 8.0673912819924020 |
| 1998-09-01 | 8.0184051084796100 |
| 1998-10-01 | 7.7338356476973700 |
| 1998-11-01 | 7.7891546465921510 |
| 1998-12-01 | 7.9250952400642700 |
| 1999-01-01 | 7.7755091504729500 |
| 1999-02-01 | 7.8555943902820800 |
| 1999-03-01 | 7.8487461621386910 |
| 1999-04-01 | 7.9575566514222690 |
| 1999-05-01 | 7.9583994004566300 |
| 1999-06-01 | 7.9885490615548800 |
| 1999-07-01 | 7.9825423785802490 |
| 1999-08-01 | 7.8810420201624300 |
| 1999-09-01 | 7.5259574982746900 |
| 1999-10-01 | 7.9435356983162700 |
| 1999-11-01 | 7.9749286598994200 |
| 1999-12-01 | 8.1193473017411600 |
| 2000-01-01 | 8.0516639652128210 |
| 2000-02-01 | 8.1387027674411300 |
| 2000-03-01 | 8.3517316531620300 |
| 2000-04-01 | 8.5587208217801000 |
| 2000-05-01 | 8.1712457738508490 |
| 2000-06-01 | 8.1897852319470400 |
| 2000-07-01 | 8.2013775300265890 |
| 2000-08-01 | 8.3912184182301400 |
| 2000-09-01 | 8.4272080184933500 |
| 2000-10-01 | 8.5543411596719900 |
| 2000-11-01 | 8.6657530669957800 |
| 2000-12-01 | 8.6245145200334300 |
| 2001-01-01 | 7.6191955991402100 |
| 2001-02-01 | 7.4090594986818500 |
| 2001-03-01 | 7.3494270576566100 |
| 2001-04-01 | 7.2671449673860500 |
| 2001-05-01 | 7.1903776944852190 |
| 2001-06-01 | 7.1036020571597800 |
| 2001-07-01 | 6.9195605582135995 |
| 2001-08-01 | 6.8871552501765590 |
| 2001-09-01 | 6.9251424215687100 |
| 2001-10-01 | 6.9600746535844800 |
| 2001-11-01 | 6.9536623508211890 |
| 2001-12-01 | 6.8340960856657800 |
| 2002-01-01 | 6.8832685352589300 |
| 2002-02-01 | 6.9875745754777190 |
| 2002-03-01 | 6.8697538007283905 |
| 2002-04-01 | 6.9778233425969100 |
| 2002-05-01 | 6.8962336512711400 |
| 2002-06-01 | 7.2149573633170590 |
| 2002-07-01 | 7.3276078500247800 |
| 2002-08-01 | 7.5762463359417405 |
| 2002-09-01 | 7.5273655394445100 |
| 2002-10-01 | 7.1592260961565810 |
| 2002-11-01 | 7.1433792305295990 |
| 2002-12-01 | 7.2362496562472500 |
| 2003-01-01 | 7.5692487718795590 |
| 2003-02-01 | 7.4758765207246700 |
| 2003-03-01 | 7.4907038706264295 |
| 2003-04-01 | 7.4901876817948090 |
| 2003-05-01 | 7.5029317349026300 |
| 2003-06-01 | 7.4277428147995900 |
| 2003-07-01 | 7.4191099186621905 |
| 2003-08-01 | 7.3512851426463000 |
| 2003-09-01 | 7.2238237255449110 |
| 2003-10-01 | 7.1514107145243090 |
| 2003-11-01 | 7.1434873438662505 |
| 2003-12-01 | 7.3465251400471905 |
| 2004-01-01 | 7.2749443972622005 |
| 2004-02-01 | 7.2755826469097810 |
| 2004-03-01 | 7.3077307492407100 |
| 2004-04-01 | 7.1946481831677310 |
| 2004-05-01 | 7.1973433855215900 |
| 2004-06-01 | 7.1291534940698496 |
| 2004-07-01 | 7.2076552527406800 |
| 2004-08-01 | 7.2303975702126600 |
| 2004-09-01 | 7.2288026973916795 |
| 2004-10-01 | 7.2445302452294410 |
| 2004-11-01 | 7.2461171748473100 |
| 2004-12-01 | 7.2518779830268590 |
| 2005-01-01 | 6.8939270954172600 |
| 2005-02-01 | 6.8784413103274200 |
| 2005-03-01 | 6.9069964497782990 |
| 2005-04-01 | 7.0956472514188205 |
| 2005-05-01 | 7.0952048042021600 |
| 2005-06-01 | 7.1434478795867090 |
| 2005-07-01 | 7.0035160493918100 |
| 2005-08-01 | 7.0048417399804700 |
| 2005-09-01 | 7.0224689415767100 |
| 2005-10-01 | 7.1306003567283200 |
| 2005-11-01 | 7.1370083003313400 |
| 2005-12-01 | 7.1630684745036790 |
| 2006-01-01 | 7.2238184096753800 |
| 2006-02-01 | 7.1925576178762300 |
| 2006-03-01 | 7.2126999204222090 |
| 2006-04-01 | 7.1893115719453300 |
| 2006-05-01 | 7.1833453348004110 |
| 2006-06-01 | 7.2514526668601595 |
| 2006-07-01 | 7.4028425778027690 |
| 2006-08-01 | 7.4862416068118090 |
| 2006-09-01 | 7.5143896418574000 |
| 2006-10-01 | 7.6146892857678090 |
| 2006-11-01 | 7.6279074041385500 |
| 2006-12-01 | 7.6835951494150500 |
| 2007-01-01 | 7.8483351647872700 |
| 2007-02-01 | 7.9995852046218900 |
| 2007-03-01 | 8.1125338850632800 |
| 2007-04-01 | 8.0891140314607200 |
| 2007-05-01 | 8.1833856880247100 |
| 2007-06-01 | 8.2639206364273610 |
| 2007-07-01 | 8.1972705968621200 |
| 2007-08-01 | 8.1674045024517200 |
| 2007-09-01 | 8.1949972943415800 |
| 2007-10-01 | 8.1946705660850100 |
| 2007-11-01 | 8.3216792552394100 |
| 2007-12-01 | 8.3094527103424590 |
| 2008-01-01 | 8.3714945886710200 |
| 2008-02-01 | 8.4105791260177800 |
| 2008-03-01 | 8.4117995913506900 |
| 2008-04-01 | 8.4895232401287490 |
| 2008-05-01 | 8.4841986741048700 |
| 2008-06-01 | 8.3646206301052110 |
| 2008-07-01 | 8.3908463601797000 |
| 2008-08-01 | 8.5533816885605600 |
| 2008-09-01 | 8.4868510103236100 |
| 2008-10-01 | 8.2798489790957400 |
| 2008-11-01 | 8.2212401068906600 |
| 2008-12-01 | 8.1231710053815310 |
| 2009-01-01 | 7.8841438908672306 |
| 2009-02-01 | 7.6151660231037000 |
| 2009-03-01 | 7.6085895110183300 |
| 2009-04-01 | 7.7972143926021210 |
| 2009-05-01 | 7.7939502262208500 |
| 2009-06-01 | 7.6642944692295190 |
| 2009-07-01 | 7.7881465845932105 |
| 2009-08-01 | 7.7410859784087505 |
| 2009-09-01 | 7.6835140094373300 |
| 2009-10-01 | 7.6630291313368290 |
| 2009-11-01 | 7.6147043333047400 |
| 2009-12-01 | 7.6183123520829200 |
| 2010-01-01 | 7.8037435162406910 |
| 2010-02-01 | 7.8278816845844100 |
| 2010-03-01 | 7.9148308895730700 |
| 2010-04-01 | 7.8017624315640000 |
| 2010-05-01 | 7.7945107479454410 |
| 2010-06-01 | 7.8496545987879500 |
| 2010-07-01 | 7.7838065797427910 |
| 2010-08-01 | 7.7353628606793094 |
| 2010-09-01 | 7.7957460890015400 |
| 2010-10-01 | 7.8589018781249700 |
| 2010-11-01 | 7.8188878591328500 |
| 2010-12-01 | 7.8114668275755410 |
| 2011-01-01 | 7.9085615766004300 |
| 2011-02-01 | 7.6266604333956100 |
| 2011-03-01 | 7.6106369794493000 |
| 2011-04-01 | 7.6072231848861500 |
| 2011-05-01 | 7.5010729849947410 |
| 2011-06-01 | 7.5330558779123695 |
| 2011-07-01 | 7.4769376605365805 |
| 2011-08-01 | 7.5406081140797200 |
| 2011-09-01 | 7.5126139738061800 |
| 2011-10-01 | 7.5594601956192100 |
| 2011-11-01 | 7.7255048963310395 |
| 2011-12-01 | 7.4991356361245405 |
| 2012-01-01 | 7.5167283143017190 |
| 2012-02-01 | 7.6287005312750200 |
| 2012-03-01 | 7.5089083864743400 |
| 2012-04-01 | 7.4984043560898100 |
| 2012-05-01 | 7.5931435740468505 |
| 2012-06-01 | 7.7126705740479690 |
| 2012-07-01 | 7.7690051689826300 |
| 2012-08-01 | 7.8541873131879900 |
| 2012-09-01 | 7.8278892588828395 |
| 2012-10-01 | 8.0772843043577300 |
| 2012-11-01 | 7.9444193686414195 |
| 2012-12-01 | 7.8960124296344190 |
| 2013-01-01 | 7.8150002164368795 |
| 2013-02-01 | 7.8161828871374200 |
| 2013-03-01 | 7.9096517454047900 |
| 2013-04-01 | 7.8746438284489910 |
| 2013-05-01 | 7.9853415978113790 |
| 2013-06-01 | 7.9017401486111100 |
| 2013-07-01 | 7.8641234458252100 |
| 2013-08-01 | 7.8697589060318100 |
| 2013-09-01 | 7.8299356966287000 |
| 2013-10-01 | 7.7986319459218900 |
| 2013-11-01 | 7.8627862940336300 |
| 2013-12-01 | 7.9928186840444100 |
| 2014-01-01 | 8.1234829453541800 |
| 2014-02-01 | 8.1168045951692310 |
| 2014-03-01 | 8.1114134606681390 |
| 2014-04-01 | 8.0358885320097800 |
| 2014-05-01 | 7.9634397150624800 |
| 2014-06-01 | 7.9970592308476800 |
| 2014-07-01 | 8.0649643721385700 |
| 2014-08-01 | 7.9836675007493790 |
| 2014-09-01 | 8.0232192141880090 |
| 2014-10-01 | 8.1251354146250200 |
| 2014-11-01 | 8.2911446642885600 |
| 2014-12-01 | 8.2977205861426000 |
| 2015-01-01 | 8.0224205266950190 |
| 2015-02-01 | 8.0096182326603700 |
| 2015-03-01 | 8.0056631287688400 |
| 2015-04-01 | 8.0957564138110010 |
| 2015-05-01 | 8.1530648593264100 |
| 2015-06-01 | 8.0986243468154000 |
| 2015-07-01 | 8.0735996894146000 |
| 2015-08-01 | 8.0043398062902900 |
| 2015-09-01 | 8.0140803873768900 |
| 2015-10-01 | 7.9351312587543100 |
| 2015-11-01 | 7.9064079549696690 |
| 2015-12-01 | 7.8976051424773010 |
| 2016-01-01 | 8.0239469394101910 |
| 2016-02-01 | 8.0125073393263300 |
| 2016-03-01 | 7.9003271770615310 |
| 2016-04-01 | 7.9609636525431110 |
| 2016-05-01 | 7.8409989409038700 |
| 2016-06-01 | 7.7028131765115590 |
| 2016-07-01 | 7.8931053771834000 |
| 2016-08-01 | 7.9229536863141200 |
| 2016-09-01 | 7.9103454987788000 |
| 2016-10-01 | 7.8384949117645390 |
| 2016-11-01 | 7.8124343026001800 |
| 2016-12-01 | 7.7980252469979910 |
| 2017-01-01 | 7.7112376284967100 |
| 2017-02-01 | 7.7013923074571510 |
| 2017-03-01 | 7.7953878961599505 |
| 2017-04-01 | 7.7474812237347200 |
| 2017-05-01 | 7.7441873989863100 |
| 2017-06-01 | 7.7121050312455410 |
| 2017-07-01 | 7.6159564089626210 |
| 2017-08-01 | 7.6372684488550195 |
| 2017-09-01 | 7.6147897888481100 |
| 2017-10-01 | 7.4283958626993710 |
| 2017-11-01 | 7.5007959820671495 |
| 2017-12-01 | 7.4956477643813490 |
| 2018-01-01 | 7.3957268053367300 |
| 2018-02-01 | 7.3931479343176605 |
| 2018-03-01 | 7.3847736845067210 |
| 2018-04-01 | 7.4583791389373100 |
| 2018-05-01 | 7.4469438958474194 |
| 2018-06-01 | 7.4191594348521310 |
| 2018-07-01 | 7.4385873172275800 |
| 2018-08-01 | 7.3480051069915000 |
| 2018-09-01 | 7.4316549641606510 |
| 2018-10-01 | 7.4158124561834210 |
| 2018-11-01 | 7.3840576322977010 |
| 2018-12-01 | 7.3896117114452800 |
| 2019-01-01 | 7.3671387739275600 |
| 2019-02-01 | 7.3782697191458295 |
| 2019-03-01 | 7.4768709664212590 |
| 2019-04-01 | 7.3886141836282695 |
| 2019-05-01 | 7.3593951252163805 |
| 2019-06-01 | 7.3270651266991200 |
| 2019-07-01 | 7.3472092453220790 |
| 2019-08-01 | 7.3542074878742600 |
| 2019-09-01 | 7.3525660128675590 |
| 2019-10-01 | 7.4019859855334300 |
| 2019-11-01 | 7.4681806829652310 |
| 2019-12-01 | 7.4872041182502600 |
| 2020-01-01 | 7.5348050479441390 |
| 2020-02-01 | 7.5647912770598490 |
| 2020-03-01 | 7.5688655234519600 |
| 2020-04-01 | 6.8254470302472010 |
| 2020-05-01 | 6.8672411518669300 |
| 2020-06-01 | 6.9303314989956390 |
| 2020-07-01 | 6.9499603848038305 |
| 2020-08-01 | 7.0554274374245100 |
| 2020-09-01 | 7.1779108515650090 |
| 2020-10-01 | 7.2992082627357700 |
| 2020-11-01 | 7.3605964610993300 |
| 2020-12-01 | 7.3830917017687600 |
| 2021-01-01 | 7.4975149153037695 |
| 2021-02-01 | 7.5489668571835300 |
| 2021-03-01 | 7.5605161049172810 |
| 2021-04-01 | 7.5573282577656600 |
| 2021-05-01 | 7.5790866655418400 |
| 2021-06-01 | 7.6344131036185300 |
| 2021-07-01 | 7.6515413012032110 |
| 2021-08-01 | 7.6519006599122100 |
| 2021-09-01 | 7.5946120048798300 |
| 2021-10-01 | 7.7037524738487100 |
| 2021-11-01 | 7.6599438719995305 |
| 2021-12-01 | 7.7788152578513900 |
| 2022-01-01 | 7.5714179464855400 |
| 2022-02-01 | 7.5387594429415400 |
| 2022-03-01 | 7.5469636488923200 |
| 2022-04-01 | 7.5741060244242900 |
| 2022-05-01 | 7.6855308805824190 |
| 2022-06-01 | 7.7378107336707010 |
| 2022-07-01 | 7.8552916620759400 |
| 2022-08-01 | 7.8508382941854205 |
| 2022-09-01 | 7.9067299512653600 |
| 2022-10-01 | 7.7153217531661396 |
| 2022-11-01 | 7.6615363900049610 |
| 2022-12-01 | 7.6670136514842590 |
| 2023-01-01 | 7.7576225465825800 |
| 2023-02-01 | 7.7352233869958900 |
| 2023-03-01 | 7.7372407672780100 |
| 2023-04-01 | 7.6775755046058390 |
| 2023-05-01 | 7.6876409768025800 |
| 2023-06-01 | 7.6429804400442900 |
| 2023-07-01 | 7.5560797855338800 |
| 2023-08-01 | 7.5513697433632400 |
| 2023-09-01 | 7.5092514957912510 |
| 2023-10-01 | 7.4310340791075190 |
| 2023-11-01 | 7.5658180484274690 |
| 2023-12-01 | 7.6595302070317200 |
| 2024-01-01 | 7.6519882611380900 |
| 2024-02-01 | 7.6326236878486595 |
| 2024-03-01 | 7.6282785696354810 |
| 2024-04-01 | 7.5706184366104905 |
| 2024-05-01 | 7.4852665506656210 |
| 2024-06-01 | 7.3477365115770100 |
| 2024-07-01 | 7.4587899636605295 |
| 2024-08-01 | 7.3553730442854110 |
| 2024-09-01 | 7.5116987440150190 |
| 2024-10-01 | 7.5450668992587190 |
