Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Minnesota
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Minnesota |
|---|---|
| Series ID | SMU27000006054150001SA |
| 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 2024-12-01 |
| Last Updated | 2025-01-29 5:43 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 | 9.480943044623500 |
| 1990-02-01 | 9.523028428561710 |
| 1990-03-01 | 9.530189268518301 |
| 1990-04-01 | 9.521811889330381 |
| 1990-05-01 | 9.532578839990500 |
| 1990-06-01 | 9.522477664465320 |
| 1990-07-01 | 9.639745207851610 |
| 1990-08-01 | 9.577915958762060 |
| 1990-09-01 | 9.660372689905039 |
| 1990-10-01 | 9.395693826767358 |
| 1990-11-01 | 9.399379829420930 |
| 1990-12-01 | 9.514670538115821 |
| 1991-01-01 | 9.987831815508970 |
| 1991-02-01 | 9.825489004120030 |
| 1991-03-01 | 9.932182507662330 |
| 1991-04-01 | 9.917503388953971 |
| 1991-05-01 | 9.920714821733330 |
| 1991-06-01 | 9.911684434832870 |
| 1991-07-01 | 9.842124035716610 |
| 1991-08-01 | 9.780585115692500 |
| 1991-09-01 | 9.862891136879180 |
| 1991-10-01 | 9.998903146290190 |
| 1991-11-01 | 10.008744661350100 |
| 1991-12-01 | 10.027803916605600 |
| 1992-01-01 | 9.893669267971190 |
| 1992-02-01 | 9.826841450705720 |
| 1992-03-01 | 9.833559933088061 |
| 1992-04-01 | 9.905139537101910 |
| 1992-05-01 | 9.890271488086490 |
| 1992-06-01 | 9.984818636323071 |
| 1992-07-01 | 10.653446889432200 |
| 1992-08-01 | 11.891817499820302 |
| 1992-09-01 | 12.081575160843402 |
| 1992-10-01 | 12.201819877860501 |
| 1992-11-01 | 12.519191850431001 |
| 1992-12-01 | 12.543100219661698 |
| 1993-01-01 | 12.699294982841101 |
| 1993-02-01 | 12.829092517717600 |
| 1993-03-01 | 12.933054036618099 |
| 1993-04-01 | 13.086187528011598 |
| 1993-05-01 | 13.154499997136900 |
| 1993-06-01 | 13.143439055202599 |
| 1993-07-01 | 13.264382723696801 |
| 1993-08-01 | 13.410125277788598 |
| 1993-09-01 | 13.515951432507300 |
| 1993-10-01 | 13.606406326047500 |
| 1993-11-01 | 13.735468277392100 |
| 1993-12-01 | 13.968072299354501 |
| 1994-01-01 | 13.793175759522601 |
| 1994-02-01 | 13.925316008879001 |
| 1994-03-01 | 14.033877955719900 |
| 1994-04-01 | 15.057971452356801 |
| 1994-05-01 | 15.205345075196000 |
| 1994-06-01 | 15.401742323269200 |
| 1994-07-01 | 15.584942237402501 |
| 1994-08-01 | 15.739682348191199 |
| 1994-09-01 | 15.967555096443300 |
| 1994-10-01 | 16.009916050768098 |
| 1994-11-01 | 16.139275633909700 |
| 1994-12-01 | 16.383640784235197 |
| 1995-01-01 | 16.984327410940498 |
| 1995-02-01 | 17.217912238797100 |
| 1995-03-01 | 17.527624211702800 |
| 1995-04-01 | 17.838768355816000 |
| 1995-05-01 | 18.266318933787800 |
| 1995-06-01 | 18.662207770928400 |
| 1995-07-01 | 18.310575171280103 |
| 1995-08-01 | 18.770162823155502 |
| 1995-09-01 | 18.918755447811900 |
| 1995-10-01 | 19.209556246483700 |
| 1995-11-01 | 19.446006589558700 |
| 1995-12-01 | 19.683944995028998 |
| 1996-01-01 | 19.870133028412603 |
| 1996-02-01 | 20.008378636666396 |
| 1996-03-01 | 20.225080545850602 |
| 1996-04-01 | 20.418930161275497 |
| 1996-05-01 | 20.529030152890602 |
| 1996-06-01 | 21.040030716616602 |
| 1996-07-01 | 21.143968609705800 |
| 1996-08-01 | 21.310431647357500 |
| 1996-09-01 | 21.471652896759500 |
| 1996-10-01 | 21.894891910286700 |
| 1996-11-01 | 22.136496797404500 |
| 1996-12-01 | 22.351341826571804 |
| 1997-01-01 | 22.759434736681300 |
| 1997-02-01 | 23.011049130654000 |
| 1997-03-01 | 23.221049926609300 |
| 1997-04-01 | 23.605822526406600 |
| 1997-05-01 | 23.928283406775698 |
| 1997-06-01 | 24.128587847462600 |
| 1997-07-01 | 25.471215246351300 |
| 1997-08-01 | 25.752890845628600 |
| 1997-09-01 | 26.010112761771500 |
| 1997-10-01 | 26.168484505791300 |
| 1997-11-01 | 26.520431883351500 |
| 1997-12-01 | 26.588750529667300 |
| 1998-01-01 | 26.862069501559702 |
| 1998-02-01 | 27.215827143330102 |
| 1998-03-01 | 27.222179308053004 |
| 1998-04-01 | 27.194831681409603 |
| 1998-05-01 | 27.447797135801398 |
| 1998-06-01 | 27.636797445396900 |
| 1998-07-01 | 28.799863206903700 |
| 1998-08-01 | 29.190103316904500 |
| 1998-09-01 | 29.329370195813400 |
| 1998-10-01 | 29.528162663112198 |
| 1998-11-01 | 29.695200233119500 |
| 1998-12-01 | 30.012093013760600 |
| 1999-01-01 | 30.173610259150200 |
| 1999-02-01 | 30.428097066485100 |
| 1999-03-01 | 30.632456740181700 |
| 1999-04-01 | 30.995627284889398 |
| 1999-05-01 | 31.286229822915600 |
| 1999-06-01 | 31.258761828669897 |
| 1999-07-01 | 31.418444283250498 |
| 1999-08-01 | 31.414850525925196 |
| 1999-09-01 | 31.526561373495603 |
| 1999-10-01 | 31.971375796939600 |
| 1999-11-01 | 31.767416388689497 |
| 1999-12-01 | 31.733952283867396 |
| 2000-01-01 | 32.099398513284400 |
| 2000-02-01 | 32.142049713801896 |
| 2000-03-01 | 32.458334244199300 |
| 2000-04-01 | 32.709671916583900 |
| 2000-05-01 | 32.725216351289300 |
| 2000-06-01 | 33.299279963460805 |
| 2000-07-01 | 33.522305455127395 |
| 2000-08-01 | 33.523963533355900 |
| 2000-09-01 | 33.105917172277900 |
| 2000-10-01 | 33.603733549713304 |
| 2000-11-01 | 33.822302945981400 |
| 2000-12-01 | 33.861521409070896 |
| 2001-01-01 | 33.435243732102400 |
| 2001-02-01 | 33.279725875853700 |
| 2001-03-01 | 32.904557768536500 |
| 2001-04-01 | 32.223922875702000 |
| 2001-05-01 | 31.575272520862900 |
| 2001-06-01 | 31.144544194932500 |
| 2001-07-01 | 30.404905583667997 |
| 2001-08-01 | 30.018026770095002 |
| 2001-09-01 | 29.475816075385500 |
| 2001-10-01 | 29.032953906235800 |
| 2001-11-01 | 28.453773866035500 |
| 2001-12-01 | 28.193489405534300 |
| 2002-01-01 | 28.101632378865197 |
| 2002-02-01 | 27.821691067204200 |
| 2002-03-01 | 27.558868162137102 |
| 2002-04-01 | 27.651362362169400 |
| 2002-05-01 | 27.614814890783200 |
| 2002-06-01 | 27.281965572160395 |
| 2002-07-01 | 27.184710035506300 |
| 2002-08-01 | 26.997141309027900 |
| 2002-09-01 | 26.832979581248303 |
| 2002-10-01 | 26.779312725875698 |
| 2002-11-01 | 26.577248888513500 |
| 2002-12-01 | 26.344805866949300 |
| 2003-01-01 | 26.375230412177896 |
| 2003-02-01 | 26.266835283987300 |
| 2003-03-01 | 26.113908213406102 |
| 2003-04-01 | 25.781383734087896 |
| 2003-05-01 | 25.830191458152800 |
| 2003-06-01 | 25.810962074766300 |
| 2003-07-01 | 25.961859687383900 |
| 2003-08-01 | 25.961738881859304 |
| 2003-09-01 | 26.011122984726700 |
| 2003-10-01 | 25.947676824219500 |
| 2003-11-01 | 26.009358157868600 |
| 2003-12-01 | 26.207058545459500 |
| 2004-01-01 | 25.951519352129196 |
| 2004-02-01 | 25.889028119693100 |
| 2004-03-01 | 26.053431614116600 |
| 2004-04-01 | 26.411811612997305 |
| 2004-05-01 | 26.325390338856398 |
| 2004-06-01 | 26.529773602361303 |
| 2004-07-01 | 27.138841432160500 |
| 2004-08-01 | 26.632470426264500 |
| 2004-09-01 | 27.118146565692395 |
| 2004-10-01 | 27.334159860509100 |
| 2004-11-01 | 27.463601536262600 |
| 2004-12-01 | 27.481976571546898 |
| 2005-01-01 | 27.298755308131000 |
| 2005-02-01 | 27.096900490302502 |
| 2005-03-01 | 27.576702290592900 |
| 2005-04-01 | 27.718991157262998 |
| 2005-05-01 | 27.924352721126000 |
| 2005-06-01 | 28.246246386289897 |
| 2005-07-01 | 27.818096056004702 |
| 2005-08-01 | 28.106452916622200 |
| 2005-09-01 | 28.357327963819397 |
| 2005-10-01 | 28.139104140163198 |
| 2005-11-01 | 28.231308198696603 |
| 2005-12-01 | 28.164788499093800 |
| 2006-01-01 | 29.116043372015800 |
| 2006-02-01 | 29.180079951960900 |
| 2006-03-01 | 29.381640084708000 |
| 2006-04-01 | 28.920266826994000 |
| 2006-05-01 | 29.032038293095800 |
| 2006-06-01 | 28.959392113897400 |
| 2006-07-01 | 28.913865923147803 |
| 2006-08-01 | 28.985550156344300 |
| 2006-09-01 | 28.800940557842303 |
| 2006-10-01 | 28.847559340373300 |
| 2006-11-01 | 28.920688722550697 |
| 2006-12-01 | 29.166771742090200 |
| 2007-01-01 | 29.282782033487000 |
| 2007-02-01 | 29.557840836319100 |
| 2007-03-01 | 29.589831448213000 |
| 2007-04-01 | 29.818465585993400 |
| 2007-05-01 | 29.941161642425605 |
| 2007-06-01 | 29.883606420788897 |
| 2007-07-01 | 29.909624668008103 |
| 2007-08-01 | 29.852717976518100 |
| 2007-09-01 | 29.853561678268800 |
| 2007-10-01 | 30.250235550208500 |
| 2007-11-01 | 30.116687867007100 |
| 2007-12-01 | 29.891748030198700 |
| 2008-01-01 | 30.418100615901604 |
| 2008-02-01 | 30.234403209408600 |
| 2008-03-01 | 30.205973539448500 |
| 2008-04-01 | 30.124455522712697 |
| 2008-05-01 | 29.952620432907300 |
| 2008-06-01 | 29.904007338644900 |
| 2008-07-01 | 29.900794532888900 |
| 2008-08-01 | 29.827899903370298 |
| 2008-09-01 | 29.695792566189500 |
| 2008-10-01 | 29.337331172494302 |
| 2008-11-01 | 29.315199841683000 |
| 2008-12-01 | 29.228053187523603 |
| 2009-01-01 | 28.747498281674900 |
| 2009-02-01 | 28.426503792782900 |
| 2009-03-01 | 28.229380748753200 |
| 2009-04-01 | 28.030959331241800 |
| 2009-05-01 | 27.660141968623900 |
| 2009-06-01 | 27.524053648588400 |
| 2009-07-01 | 27.381468070266500 |
| 2009-08-01 | 27.396571109749200 |
| 2009-09-01 | 27.429842131207500 |
| 2009-10-01 | 27.328512733823104 |
| 2009-11-01 | 27.310693524239102 |
| 2009-12-01 | 27.381831184062900 |
| 2010-01-01 | 27.384704165519700 |
| 2010-02-01 | 27.322553374853396 |
| 2010-03-01 | 27.355456748407900 |
| 2010-04-01 | 27.431147182531000 |
| 2010-05-01 | 27.354145555250300 |
| 2010-06-01 | 27.731626206141800 |
| 2010-07-01 | 27.860473524577998 |
| 2010-08-01 | 27.977290251862897 |
| 2010-09-01 | 27.953787281725603 |
| 2010-10-01 | 28.125498581697997 |
| 2010-11-01 | 28.214518408974598 |
| 2010-12-01 | 28.347473552642000 |
| 2011-01-01 | 28.639368083182802 |
| 2011-02-01 | 28.915352266460300 |
| 2011-03-01 | 28.769148390444100 |
| 2011-04-01 | 29.226826577952700 |
| 2011-05-01 | 29.523431185947700 |
| 2011-06-01 | 29.833616403722000 |
| 2011-07-01 | 29.930070097008300 |
| 2011-08-01 | 30.060377098640497 |
| 2011-09-01 | 30.497804113035897 |
| 2011-10-01 | 30.536131740811600 |
| 2011-11-01 | 30.628200823601304 |
| 2011-12-01 | 31.019669883396897 |
| 2012-01-01 | 30.705013328859202 |
| 2012-02-01 | 30.797225830883498 |
| 2012-03-01 | 30.878070478817800 |
| 2012-04-01 | 30.898471492156500 |
| 2012-05-01 | 31.073986649343300 |
| 2012-06-01 | 31.031019325836102 |
| 2012-07-01 | 31.204381126902000 |
| 2012-08-01 | 31.364824875044103 |
| 2012-09-01 | 31.456694145779000 |
| 2012-10-01 | 31.547167849631400 |
| 2012-11-01 | 31.744594572088500 |
| 2012-12-01 | 31.878726107428000 |
| 2013-01-01 | 32.185712430866296 |
| 2013-02-01 | 32.274402223991000 |
| 2013-03-01 | 32.280803268043700 |
| 2013-04-01 | 32.354539835498900 |
| 2013-05-01 | 32.219482600725800 |
| 2013-06-01 | 32.442980586778305 |
| 2013-07-01 | 32.575676376090400 |
| 2013-08-01 | 32.765334807955000 |
| 2013-09-01 | 32.926378153697300 |
| 2013-10-01 | 32.969776315468300 |
| 2013-11-01 | 33.055513769102000 |
| 2013-12-01 | 33.128411888530500 |
| 2014-01-01 | 33.261963263700800 |
| 2014-02-01 | 33.449623342222700 |
| 2014-03-01 | 33.690874474993900 |
| 2014-04-01 | 33.803701699141300 |
| 2014-05-01 | 33.973760649555004 |
| 2014-06-01 | 34.159285586641500 |
| 2014-07-01 | 34.250609571020400 |
| 2014-08-01 | 34.261846011429604 |
| 2014-09-01 | 34.398451109351200 |
| 2014-10-01 | 34.585860743419800 |
| 2014-11-01 | 34.763206945745104 |
| 2014-12-01 | 34.972201651052900 |
| 2015-01-01 | 35.132531672961300 |
| 2015-02-01 | 35.323387939331000 |
| 2015-03-01 | 35.405667605488404 |
| 2015-04-01 | 36.062218530977400 |
| 2015-05-01 | 36.135309519525300 |
| 2015-06-01 | 36.185667135344204 |
| 2015-07-01 | 36.220324267381500 |
| 2015-08-01 | 36.355133851327900 |
| 2015-09-01 | 36.568051409950290 |
| 2015-10-01 | 36.702344329036800 |
| 2015-11-01 | 36.865133187025900 |
| 2015-12-01 | 37.015009288259290 |
| 2016-01-01 | 36.989361082179400 |
| 2016-02-01 | 37.085691679585790 |
| 2016-03-01 | 37.123822619461400 |
| 2016-04-01 | 37.433773790655300 |
| 2016-05-01 | 37.109547089725000 |
| 2016-06-01 | 37.123835433119600 |
| 2016-07-01 | 37.392829376338000 |
| 2016-08-01 | 37.353982184707604 |
| 2016-09-01 | 37.130457995097500 |
| 2016-10-01 | 37.312056113233600 |
| 2016-11-01 | 37.261637285076600 |
| 2016-12-01 | 37.258282761960100 |
| 2017-01-01 | 37.134620770754600 |
| 2017-02-01 | 37.026922522857596 |
| 2017-03-01 | 36.928436748184794 |
| 2017-04-01 | 36.915087717134290 |
| 2017-05-01 | 37.005663535431500 |
| 2017-06-01 | 37.090566636949895 |
| 2017-07-01 | 36.977138611318004 |
| 2017-08-01 | 36.953417327335295 |
| 2017-09-01 | 36.772656136854295 |
| 2017-10-01 | 36.922423243349600 |
| 2017-11-01 | 36.852243486933600 |
| 2017-12-01 | 36.797873892711394 |
| 2018-01-01 | 36.971770912853300 |
| 2018-02-01 | 36.959321566066400 |
| 2018-03-01 | 36.720804440460206 |
| 2018-04-01 | 37.103034639519900 |
| 2018-05-01 | 37.120054325904100 |
| 2018-06-01 | 37.067203848443500 |
| 2018-07-01 | 36.967885335147800 |
| 2018-08-01 | 36.857026228485600 |
| 2018-09-01 | 36.899483175166296 |
| 2018-10-01 | 36.626842656833894 |
| 2018-11-01 | 36.646961725244700 |
| 2018-12-01 | 36.528584047738900 |
| 2019-01-01 | 36.422211195756500 |
| 2019-02-01 | 36.395989299089100 |
| 2019-03-01 | 36.098243668898895 |
| 2019-04-01 | 36.397019771072000 |
| 2019-05-01 | 36.434382257416395 |
| 2019-06-01 | 36.440465917669100 |
| 2019-07-01 | 36.570131827737300 |
| 2019-08-01 | 36.461334355391900 |
| 2019-09-01 | 36.290765687583600 |
| 2019-10-01 | 36.341178074254100 |
| 2019-11-01 | 36.456230836852400 |
| 2019-12-01 | 36.037884473473504 |
| 2020-01-01 | 36.099656093189600 |
| 2020-02-01 | 35.953773550025396 |
| 2020-03-01 | 35.774909949350295 |
| 2020-04-01 | 35.296057906949600 |
| 2020-05-01 | 34.937707568464800 |
| 2020-06-01 | 34.786019763204300 |
| 2020-07-01 | 34.771885590691106 |
| 2020-08-01 | 34.968383049801105 |
| 2020-09-01 | 35.161387750174400 |
| 2020-10-01 | 35.652686793303600 |
| 2020-11-01 | 35.686171116542600 |
| 2020-12-01 | 35.728764082739794 |
| 2021-01-01 | 36.010657282934105 |
| 2021-02-01 | 36.140071039491204 |
| 2021-03-01 | 36.348096446865700 |
| 2021-04-01 | 36.499751748234600 |
| 2021-05-01 | 36.533235815596400 |
| 2021-06-01 | 36.597033176417300 |
| 2021-07-01 | 36.775892271025500 |
| 2021-08-01 | 36.771731057861710 |
| 2021-09-01 | 36.803465030812100 |
| 2021-10-01 | 36.970115883463706 |
| 2021-11-01 | 37.131887104683300 |
| 2021-12-01 | 37.308768967815205 |
| 2022-01-01 | 37.345314320955890 |
| 2022-02-01 | 37.560057813914106 |
| 2022-03-01 | 37.430459802622900 |
| 2022-04-01 | 38.303870631782000 |
| 2022-05-01 | 38.325321900877704 |
| 2022-06-01 | 38.361374435992396 |
| 2022-07-01 | 38.568109732945500 |
| 2022-08-01 | 38.779062971985400 |
| 2022-09-01 | 38.645054694576600 |
| 2022-10-01 | 38.484790905297000 |
| 2022-11-01 | 38.383208022711000 |
| 2022-12-01 | 38.091780236422600 |
| 2023-01-01 | 38.390230609005800 |
| 2023-02-01 | 38.295847215791400 |
| 2023-03-01 | 38.019937090696500 |
| 2023-04-01 | 37.808159895615100 |
| 2023-05-01 | 37.610095174931395 |
| 2023-06-01 | 37.408786129404700 |
| 2023-07-01 | 37.160738764475500 |
| 2023-08-01 | 36.983765943208300 |
| 2023-09-01 | 37.183914859624295 |
| 2023-10-01 | 36.907653657415100 |
| 2023-11-01 | 36.730549608028500 |
| 2023-12-01 | 36.683000151504004 |
| 2024-01-01 | 36.425496465488294 |
| 2024-02-01 | 36.326774930355704 |
| 2024-03-01 | 36.517939962765300 |
| 2024-04-01 | 36.407713280542495 |
| 2024-05-01 | 36.301791357877300 |
| 2024-06-01 | 36.856778668853500 |
| 2024-07-01 | 36.351689945176700 |
| 2024-08-01 | 36.193655794256500 |
| 2024-09-01 | 36.346796760827600 |
| 2024-10-01 | 36.020562799921800 |
| 2024-11-01 | 35.961968919746596 |
| 2024-12-01 | 35.982618281998604 |
