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 2024-11-01 |
| Last Updated | 2024-12-21 5:32 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 | 9.480967835386831 |
| 1990-02-01 | 9.523037147094980 |
| 1990-03-01 | 9.530183353688580 |
| 1990-04-01 | 9.521788260709910 |
| 1990-05-01 | 9.532526038957831 |
| 1990-06-01 | 9.522443115709850 |
| 1990-07-01 | 9.639730280649240 |
| 1990-08-01 | 9.577933751184670 |
| 1990-09-01 | 9.660387423005680 |
| 1990-10-01 | 9.395707195428368 |
| 1990-11-01 | 9.399413478436920 |
| 1990-12-01 | 9.514684979260220 |
| 1991-01-01 | 9.987856831100698 |
| 1991-02-01 | 9.825505531088230 |
| 1991-03-01 | 9.932194583103652 |
| 1991-04-01 | 9.917463492284940 |
| 1991-05-01 | 9.920656563986052 |
| 1991-06-01 | 9.911647576550000 |
| 1991-07-01 | 9.842108090223000 |
| 1991-08-01 | 9.780600286111890 |
| 1991-09-01 | 9.862905790062910 |
| 1991-10-01 | 9.998919650396370 |
| 1991-11-01 | 10.008779381460500 |
| 1991-12-01 | 10.027815198116802 |
| 1992-01-01 | 9.893688572748620 |
| 1992-02-01 | 9.826874341466320 |
| 1992-03-01 | 9.833593909192090 |
| 1992-04-01 | 9.905083043586279 |
| 1992-05-01 | 9.890203729584660 |
| 1992-06-01 | 9.984774562867670 |
| 1992-07-01 | 10.653431708371802 |
| 1992-08-01 | 11.891829302684199 |
| 1992-09-01 | 12.081590641172000 |
| 1992-10-01 | 12.201840073883900 |
| 1992-11-01 | 12.519227777674699 |
| 1992-12-01 | 12.543109569043400 |
| 1993-01-01 | 12.699308560090302 |
| 1993-02-01 | 12.829142343224600 |
| 1993-03-01 | 12.933111307711501 |
| 1993-04-01 | 13.086118278450199 |
| 1993-05-01 | 13.154417887070400 |
| 1993-06-01 | 13.143374247650302 |
| 1993-07-01 | 13.264375643332802 |
| 1993-08-01 | 13.410140188927300 |
| 1993-09-01 | 13.515968359935000 |
| 1993-10-01 | 13.606432580210500 |
| 1993-11-01 | 13.735506778716701 |
| 1993-12-01 | 13.968079731097500 |
| 1994-01-01 | 13.793183056790200 |
| 1994-02-01 | 13.925376233251300 |
| 1994-03-01 | 14.033941631233402 |
| 1994-04-01 | 15.057903794326801 |
| 1994-05-01 | 15.205251925064099 |
| 1994-06-01 | 15.401644998859599 |
| 1994-07-01 | 15.584958619516803 |
| 1994-08-01 | 15.739704518423700 |
| 1994-09-01 | 15.967573006322300 |
| 1994-10-01 | 16.009946717650198 |
| 1994-11-01 | 16.139311474033800 |
| 1994-12-01 | 16.383645383147900 |
| 1995-01-01 | 16.984325744851102 |
| 1995-02-01 | 17.218002009112400 |
| 1995-03-01 | 17.527679379669700 |
| 1995-04-01 | 17.838694092421200 |
| 1995-05-01 | 18.266212001992300 |
| 1995-06-01 | 18.662076648290500 |
| 1995-07-01 | 18.310611922258197 |
| 1995-08-01 | 18.770199841551303 |
| 1995-09-01 | 18.918786859798800 |
| 1995-10-01 | 19.209602095242600 |
| 1995-11-01 | 19.446043808852803 |
| 1995-12-01 | 19.683944740797000 |
| 1996-01-01 | 19.870117983330000 |
| 1996-02-01 | 20.008486554192103 |
| 1996-03-01 | 20.225103730730300 |
| 1996-04-01 | 20.418853735377102 |
| 1996-05-01 | 20.528912388267802 |
| 1996-06-01 | 21.039869415876300 |
| 1996-07-01 | 21.144016522619600 |
| 1996-08-01 | 21.310488342064396 |
| 1996-09-01 | 21.471716774302003 |
| 1996-10-01 | 21.894969006315197 |
| 1996-11-01 | 22.136546279899303 |
| 1996-12-01 | 22.351318500707503 |
| 1997-01-01 | 22.759408673601500 |
| 1997-02-01 | 23.011165514421100 |
| 1997-03-01 | 23.221038535312100 |
| 1997-04-01 | 23.605742173381800 |
| 1997-05-01 | 23.928128681301605 |
| 1997-06-01 | 24.128417187510600 |
| 1997-07-01 | 25.471238944991800 |
| 1997-08-01 | 25.752909476747103 |
| 1997-09-01 | 26.010291040979200 |
| 1997-10-01 | 26.168716481721200 |
| 1997-11-01 | 26.520435571897398 |
| 1997-12-01 | 26.588682710978603 |
| 1998-01-01 | 26.862012715928103 |
| 1998-02-01 | 27.215919407991700 |
| 1998-03-01 | 27.222132682591300 |
| 1998-04-01 | 27.194749451848600 |
| 1998-05-01 | 27.447615220043300 |
| 1998-06-01 | 27.636633257569400 |
| 1998-07-01 | 28.799856377364996 |
| 1998-08-01 | 29.190081882011000 |
| 1998-09-01 | 29.329670685457803 |
| 1998-10-01 | 29.528558206945100 |
| 1998-11-01 | 29.695149026716600 |
| 1998-12-01 | 30.011978465886198 |
| 1999-01-01 | 30.173514219618102 |
| 1999-02-01 | 30.428162109278396 |
| 1999-03-01 | 30.632388802075702 |
| 1999-04-01 | 30.995534545931300 |
| 1999-05-01 | 31.286028771211400 |
| 1999-06-01 | 31.258628988366297 |
| 1999-07-01 | 31.418397046102800 |
| 1999-08-01 | 31.414779228632900 |
| 1999-09-01 | 31.526973814540600 |
| 1999-10-01 | 31.971923873701897 |
| 1999-11-01 | 31.767301099961000 |
| 1999-12-01 | 31.733809277508200 |
| 2000-01-01 | 32.099261086296800 |
| 2000-02-01 | 32.142061369402200 |
| 2000-03-01 | 32.458254672841000 |
| 2000-04-01 | 32.709581471980400 |
| 2000-05-01 | 32.725036079341500 |
| 2000-06-01 | 33.299181864300700 |
| 2000-07-01 | 33.522242379459400 |
| 2000-08-01 | 33.523891916578500 |
| 2000-09-01 | 33.106347023024300 |
| 2000-10-01 | 33.604297429448600 |
| 2000-11-01 | 33.822178817498400 |
| 2000-12-01 | 33.861383733350100 |
| 2001-01-01 | 33.435092779408900 |
| 2001-02-01 | 33.279687966714000 |
| 2001-03-01 | 32.904479591752800 |
| 2001-04-01 | 32.223848450921395 |
| 2001-05-01 | 31.575118485677900 |
| 2001-06-01 | 31.144483376777202 |
| 2001-07-01 | 30.404836929310303 |
| 2001-08-01 | 30.017946199407500 |
| 2001-09-01 | 29.476222831443100 |
| 2001-10-01 | 29.033495168270600 |
| 2001-11-01 | 28.453635301515800 |
| 2001-12-01 | 28.193383220274402 |
| 2002-01-01 | 28.101482333857398 |
| 2002-02-01 | 27.821612821284600 |
| 2002-03-01 | 27.558792585436200 |
| 2002-04-01 | 27.651305700057200 |
| 2002-05-01 | 27.614712385123100 |
| 2002-06-01 | 27.281923750899800 |
| 2002-07-01 | 27.184667420137100 |
| 2002-08-01 | 26.997109016165300 |
| 2002-09-01 | 26.833272595345200 |
| 2002-10-01 | 26.779701504288997 |
| 2002-11-01 | 26.577165804884800 |
| 2002-12-01 | 26.344780853721700 |
| 2003-01-01 | 26.375082068081300 |
| 2003-02-01 | 26.266744341338395 |
| 2003-03-01 | 26.113833664643200 |
| 2003-04-01 | 25.781336969640500 |
| 2003-05-01 | 25.830130134759003 |
| 2003-06-01 | 25.810935280387900 |
| 2003-07-01 | 25.961842921839800 |
| 2003-08-01 | 25.961752294594003 |
| 2003-09-01 | 26.011296654400200 |
| 2003-10-01 | 25.947906732060800 |
| 2003-11-01 | 26.009344600846894 |
| 2003-12-01 | 26.207109418177900 |
| 2004-01-01 | 25.951382364430700 |
| 2004-02-01 | 25.888931767726300 |
| 2004-03-01 | 26.053358113763200 |
| 2004-04-01 | 26.411767331342700 |
| 2004-05-01 | 26.325363235275603 |
| 2004-06-01 | 26.529752107755500 |
| 2004-07-01 | 27.138847934887100 |
| 2004-08-01 | 26.632529570426000 |
| 2004-09-01 | 27.118212545333900 |
| 2004-10-01 | 27.334241517102400 |
| 2004-11-01 | 27.463667262629500 |
| 2004-12-01 | 27.482090970053000 |
| 2005-01-01 | 27.298628971789398 |
| 2005-02-01 | 27.096805899356000 |
| 2005-03-01 | 27.576636784123398 |
| 2005-04-01 | 27.718947862457500 |
| 2005-05-01 | 27.924326790326000 |
| 2005-06-01 | 28.246233826992697 |
| 2005-07-01 | 27.818106200361300 |
| 2005-08-01 | 28.106498718771400 |
| 2005-09-01 | 28.357365541837200 |
| 2005-10-01 | 28.139164752485300 |
| 2005-11-01 | 28.231378013508500 |
| 2005-12-01 | 28.164914875551800 |
| 2006-01-01 | 29.115927921947197 |
| 2006-02-01 | 29.179997520686600 |
| 2006-03-01 | 29.381579064454602 |
| 2006-04-01 | 28.920224809056300 |
| 2006-05-01 | 29.032013974242300 |
| 2006-06-01 | 28.959383261220400 |
| 2006-07-01 | 28.913876755354200 |
| 2006-08-01 | 28.985584405862397 |
| 2006-09-01 | 28.800966110193400 |
| 2006-10-01 | 28.847612471512498 |
| 2006-11-01 | 28.920750449322400 |
| 2006-12-01 | 29.166904601076100 |
| 2007-01-01 | 29.282670114648600 |
| 2007-02-01 | 29.557768612393698 |
| 2007-03-01 | 29.589778424977002 |
| 2007-04-01 | 29.818429006845100 |
| 2007-05-01 | 29.941139991752300 |
| 2007-06-01 | 29.883601568659300 |
| 2007-07-01 | 29.909635706422300 |
| 2007-08-01 | 29.852741970968800 |
| 2007-09-01 | 29.853581079403700 |
| 2007-10-01 | 30.250284889413198 |
| 2007-11-01 | 30.116731046796197 |
| 2007-12-01 | 29.891851524153600 |
| 2008-01-01 | 30.418017796351200 |
| 2008-02-01 | 30.234346355551000 |
| 2008-03-01 | 30.205932428702802 |
| 2008-04-01 | 30.124427908932400 |
| 2008-05-01 | 29.952605511727300 |
| 2008-06-01 | 29.904006372587800 |
| 2008-07-01 | 29.900804032388300 |
| 2008-08-01 | 29.827913059700400 |
| 2008-09-01 | 29.695804485195698 |
| 2008-10-01 | 29.337367284085303 |
| 2008-11-01 | 29.315222676293203 |
| 2008-12-01 | 29.228128371573803 |
| 2009-01-01 | 28.747445907434500 |
| 2009-02-01 | 28.426465340240398 |
| 2009-03-01 | 28.229354587173900 |
| 2009-04-01 | 28.030941670431200 |
| 2009-05-01 | 27.660132246774100 |
| 2009-06-01 | 27.524054320773896 |
| 2009-07-01 | 27.381474033934900 |
| 2009-08-01 | 27.396577777435700 |
| 2009-09-01 | 27.429846088873400 |
| 2009-10-01 | 27.328538185230197 |
| 2009-11-01 | 27.310697287343196 |
| 2009-12-01 | 27.381872572368700 |
| 2010-01-01 | 27.384686338669100 |
| 2010-02-01 | 27.322531703499102 |
| 2010-03-01 | 27.355444596836300 |
| 2010-04-01 | 27.431140127475100 |
| 2010-05-01 | 27.354132548862700 |
| 2010-06-01 | 27.731627453574600 |
| 2010-07-01 | 27.860476757762104 |
| 2010-08-01 | 27.977293119666400 |
| 2010-09-01 | 27.953786281341200 |
| 2010-10-01 | 28.125512436871300 |
| 2010-11-01 | 28.214517250401002 |
| 2010-12-01 | 28.347499117535100 |
| 2011-01-01 | 28.639360108198400 |
| 2011-02-01 | 28.915340145051303 |
| 2011-03-01 | 28.769147358848900 |
| 2011-04-01 | 29.226828570340600 |
| 2011-05-01 | 29.523413816714800 |
| 2011-06-01 | 29.833619662522697 |
| 2011-07-01 | 29.930072747782997 |
| 2011-08-01 | 30.060378309076400 |
| 2011-09-01 | 30.497801710299100 |
| 2011-10-01 | 30.536137614316200 |
| 2011-11-01 | 30.628198200034000 |
| 2011-12-01 | 31.019679204438100 |
| 2012-01-01 | 30.705010056845000 |
| 2012-02-01 | 30.797211561351900 |
| 2012-03-01 | 30.878088793761200 |
| 2012-04-01 | 30.898477390776100 |
| 2012-05-01 | 31.073970845242700 |
| 2012-06-01 | 31.031023747532398 |
| 2012-07-01 | 31.204384510833800 |
| 2012-08-01 | 31.364825075040997 |
| 2012-09-01 | 31.456689575125200 |
| 2012-10-01 | 31.547164920171700 |
| 2012-11-01 | 31.744592783196000 |
| 2012-12-01 | 31.878726302807998 |
| 2013-01-01 | 32.185707598738700 |
| 2013-02-01 | 32.274385648532500 |
| 2013-03-01 | 32.280838277496000 |
| 2013-04-01 | 32.354534909544505 |
| 2013-05-01 | 32.219475322392896 |
| 2013-06-01 | 32.442985009176500 |
| 2013-07-01 | 32.575688944214000 |
| 2013-08-01 | 32.765342437101300 |
| 2013-09-01 | 32.926358769539696 |
| 2013-10-01 | 32.969779123836700 |
| 2013-11-01 | 33.055515494389600 |
| 2013-12-01 | 33.128409449282300 |
| 2014-01-01 | 33.261953958105000 |
| 2014-02-01 | 33.449606420753400 |
| 2014-03-01 | 33.690921145498600 |
| 2014-04-01 | 33.803664680828100 |
| 2014-05-01 | 33.973715602320000 |
| 2014-06-01 | 34.159305859894100 |
| 2014-07-01 | 34.250580271133900 |
| 2014-08-01 | 34.261855152540000 |
| 2014-09-01 | 34.398470250631300 |
| 2014-10-01 | 34.585963646455600 |
| 2014-11-01 | 34.763338332540200 |
| 2014-12-01 | 34.972273934656400 |
| 2015-01-01 | 35.132465446649400 |
| 2015-02-01 | 35.323199476877800 |
| 2015-03-01 | 35.405504998526396 |
| 2015-04-01 | 36.062030670885300 |
| 2015-05-01 | 36.135270436136295 |
| 2015-06-01 | 36.185874444812200 |
| 2015-07-01 | 36.220387372930300 |
| 2015-08-01 | 36.355128812256496 |
| 2015-09-01 | 36.568291059352400 |
| 2015-10-01 | 36.702443549078005 |
| 2015-11-01 | 36.865436787318700 |
| 2015-12-01 | 37.015264173493210 |
| 2016-01-01 | 36.989215449404100 |
| 2016-02-01 | 37.085085160457500 |
| 2016-03-01 | 37.123109672280500 |
| 2016-04-01 | 37.433284434343600 |
| 2016-05-01 | 37.109618179776200 |
| 2016-06-01 | 37.124601128051204 |
| 2016-07-01 | 37.393315062249705 |
| 2016-08-01 | 37.353934405681900 |
| 2016-09-01 | 37.130807154370000 |
| 2016-10-01 | 37.312049612016200 |
| 2016-11-01 | 37.261980506478710 |
| 2016-12-01 | 37.258685779139796 |
| 2017-01-01 | 37.135160155869606 |
| 2017-02-01 | 37.027357641365900 |
| 2017-03-01 | 36.922259204967105 |
| 2017-04-01 | 36.915707528548396 |
| 2017-05-01 | 37.007231258747500 |
| 2017-06-01 | 37.092192862543000 |
| 2017-07-01 | 36.978154328727705 |
| 2017-08-01 | 36.954208301910300 |
| 2017-09-01 | 36.774483143366300 |
| 2017-10-01 | 36.917319896413495 |
| 2017-11-01 | 36.853968389020790 |
| 2017-12-01 | 36.799193791692500 |
| 2018-01-01 | 36.973157615102100 |
| 2018-02-01 | 36.960769088465700 |
| 2018-03-01 | 36.709338064509900 |
| 2018-04-01 | 37.104836814217700 |
| 2018-05-01 | 37.123035414115000 |
| 2018-06-01 | 37.069764426844000 |
| 2018-07-01 | 36.969553152768704 |
| 2018-08-01 | 36.858705495116000 |
| 2018-09-01 | 36.902465055256500 |
| 2018-10-01 | 36.616442622499900 |
| 2018-11-01 | 36.649798341443400 |
| 2018-12-01 | 36.530695964334100 |
| 2019-01-01 | 36.424526775582000 |
| 2019-02-01 | 36.398745840046600 |
| 2019-03-01 | 36.081917103314700 |
| 2019-04-01 | 36.400845087796505 |
| 2019-05-01 | 36.438755206973400 |
| 2019-06-01 | 36.443849462594100 |
| 2019-07-01 | 36.572594397187500 |
| 2019-08-01 | 36.462495458564700 |
| 2019-09-01 | 36.294838139066100 |
| 2019-10-01 | 36.324945450793200 |
| 2019-11-01 | 36.459482413947200 |
| 2019-12-01 | 36.040976628552100 |
| 2020-01-01 | 36.102396181854296 |
| 2020-02-01 | 35.957291961541294 |
| 2020-03-01 | 35.759656721930900 |
| 2020-04-01 | 35.301482133748706 |
| 2020-05-01 | 34.942888131180500 |
| 2020-06-01 | 34.789934282930005 |
| 2020-07-01 | 34.773920976429400 |
| 2020-08-01 | 34.965603069319805 |
| 2020-09-01 | 35.167936388828004 |
| 2020-10-01 | 35.632912706293396 |
| 2020-11-01 | 35.686639737784900 |
| 2020-12-01 | 35.731245709360100 |
| 2021-01-01 | 36.014192025343704 |
| 2021-02-01 | 36.147473460545896 |
| 2021-03-01 | 36.333967519981100 |
| 2021-04-01 | 36.507479807211700 |
| 2021-05-01 | 36.544311556794100 |
| 2021-06-01 | 36.600465799038500 |
| 2021-07-01 | 36.775387801777896 |
| 2021-08-01 | 36.762157177386800 |
| 2021-09-01 | 36.817065597509700 |
| 2021-10-01 | 36.937181479544100 |
| 2021-11-01 | 37.127799007480505 |
| 2021-12-01 | 37.315105791268500 |
| 2022-01-01 | 37.348345854948896 |
| 2022-02-01 | 37.570440620083296 |
| 2022-03-01 | 37.425254565998700 |
| 2022-04-01 | 38.313761540579600 |
| 2022-05-01 | 38.342275430828400 |
| 2022-06-01 | 38.364964068665100 |
| 2022-07-01 | 38.564724508312800 |
| 2022-08-01 | 38.761941283210504 |
| 2022-09-01 | 38.661891379421000 |
| 2022-10-01 | 38.440522323705500 |
| 2022-11-01 | 38.375420252547800 |
| 2022-12-01 | 38.098571091449900 |
| 2023-01-01 | 38.392863727821200 |
| 2023-02-01 | 38.309990861024794 |
| 2023-03-01 | 38.023877844163400 |
| 2023-04-01 | 37.820409984583300 |
| 2023-05-01 | 37.634261266801600 |
| 2023-06-01 | 37.412767484772104 |
| 2023-07-01 | 37.154947793235200 |
| 2023-08-01 | 36.959633373555796 |
| 2023-09-01 | 37.202568415441206 |
| 2023-10-01 | 36.850813578696204 |
| 2023-11-01 | 36.720386967442295 |
| 2023-12-01 | 36.690904294849894 |
| 2024-01-01 | 36.427482041218300 |
| 2024-02-01 | 36.342940450919300 |
| 2024-03-01 | 36.531988745150800 |
| 2024-04-01 | 36.422103664151500 |
| 2024-05-01 | 36.330024197716100 |
| 2024-06-01 | 36.861939864451300 |
| 2024-07-01 | 36.344271029662400 |
| 2024-08-01 | 36.164588841866300 |
| 2024-09-01 | 36.364018481939900 |
| 2024-10-01 | 35.957298104574900 |
| 2024-11-01 | 35.751381786322100 |
