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 2024-08-01 |
| Last Updated | 2024-09-21 5:28 AM 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 | 9.481009958726710 |
| 1990-02-01 | 9.523002704722960 |
| 1990-03-01 | 9.530052179194339 |
| 1990-04-01 | 9.521553809525680 |
| 1990-05-01 | 9.532202863316740 |
| 1990-06-01 | 9.522211168626571 |
| 1990-07-01 | 9.639647777692820 |
| 1990-08-01 | 9.578235331070620 |
| 1990-09-01 | 9.660642970881020 |
| 1990-10-01 | 9.395889139258529 |
| 1990-11-01 | 9.399598157977160 |
| 1990-12-01 | 9.514743132839650 |
| 1991-01-01 | 9.987892526331490 |
| 1991-02-01 | 9.825482150860100 |
| 1991-03-01 | 9.932106921003880 |
| 1991-04-01 | 9.917200076956450 |
| 1991-05-01 | 9.920338219356660 |
| 1991-06-01 | 9.911429475769670 |
| 1991-07-01 | 9.842036864600010 |
| 1991-08-01 | 9.780877032511698 |
| 1991-09-01 | 9.863148459291770 |
| 1991-10-01 | 9.999102679576570 |
| 1991-11-01 | 10.008952043178400 |
| 1991-12-01 | 10.027839646633900 |
| 1992-01-01 | 9.893695888832320 |
| 1992-02-01 | 9.826881345491870 |
| 1992-03-01 | 9.833565285921132 |
| 1992-04-01 | 9.904808630596369 |
| 1992-05-01 | 9.889915551119179 |
| 1992-06-01 | 9.984612445742710 |
| 1992-07-01 | 10.653351515247900 |
| 1992-08-01 | 11.892071219793301 |
| 1992-09-01 | 12.081799866544800 |
| 1992-10-01 | 12.202003248742399 |
| 1992-11-01 | 12.519369167619699 |
| 1992-12-01 | 12.543082043348901 |
| 1993-01-01 | 12.699276391134902 |
| 1993-02-01 | 12.829185657962100 |
| 1993-03-01 | 12.933160346014600 |
| 1993-04-01 | 13.085850050568100 |
| 1993-05-01 | 13.154170240049500 |
| 1993-06-01 | 13.143400024345500 |
| 1993-07-01 | 13.264238216308401 |
| 1993-08-01 | 13.410303006691198 |
| 1993-09-01 | 13.516141141944301 |
| 1993-10-01 | 13.606533787479300 |
| 1993-11-01 | 13.735582974327800 |
| 1993-12-01 | 13.967984547331200 |
| 1994-01-01 | 13.793103471067400 |
| 1994-02-01 | 13.925448545974500 |
| 1994-03-01 | 14.034050911786700 |
| 1994-04-01 | 15.057720202074801 |
| 1994-05-01 | 15.205127706016600 |
| 1994-06-01 | 15.401950178071400 |
| 1994-07-01 | 15.584713502793301 |
| 1994-08-01 | 15.739712760191400 |
| 1994-09-01 | 15.967663321457600 |
| 1994-10-01 | 16.009951490759900 |
| 1994-11-01 | 16.139296321341800 |
| 1994-12-01 | 16.383490784913302 |
| 1995-01-01 | 16.984216842484802 |
| 1995-02-01 | 17.218131313338400 |
| 1995-03-01 | 17.527848961700500 |
| 1995-04-01 | 17.838611465140300 |
| 1995-05-01 | 18.266249083770500 |
| 1995-06-01 | 18.662720072645400 |
| 1995-07-01 | 18.310181996482697 |
| 1995-08-01 | 18.770011939120200 |
| 1995-09-01 | 18.918794574269800 |
| 1995-10-01 | 19.209518896400198 |
| 1995-11-01 | 19.445942922846900 |
| 1995-12-01 | 19.683754788588000 |
| 1996-01-01 | 19.869996199593302 |
| 1996-02-01 | 20.008663459223000 |
| 1996-03-01 | 20.225290046530002 |
| 1996-04-01 | 20.418905610381000 |
| 1996-05-01 | 20.529139541875800 |
| 1996-06-01 | 21.040698743941500 |
| 1996-07-01 | 21.143423978456700 |
| 1996-08-01 | 21.310146419751700 |
| 1996-09-01 | 21.471652681800002 |
| 1996-10-01 | 21.894857686395003 |
| 1996-11-01 | 22.136422346569000 |
| 1996-12-01 | 22.351079247540497 |
| 1997-01-01 | 22.759313241086602 |
| 1997-02-01 | 23.011380523882398 |
| 1997-03-01 | 23.221217284720300 |
| 1997-04-01 | 23.605865972628003 |
| 1997-05-01 | 23.928444567357100 |
| 1997-06-01 | 24.129291855443302 |
| 1997-07-01 | 25.470495888831703 |
| 1997-08-01 | 25.752381048240300 |
| 1997-09-01 | 26.010381551908100 |
| 1997-10-01 | 26.168847200054397 |
| 1997-11-01 | 26.520209244076200 |
| 1997-12-01 | 26.588373845696395 |
| 1998-01-01 | 26.861923036581500 |
| 1998-02-01 | 27.216114623103500 |
| 1998-03-01 | 27.222260420395397 |
| 1998-04-01 | 27.194905393122898 |
| 1998-05-01 | 27.447957375991002 |
| 1998-06-01 | 27.637317996929497 |
| 1998-07-01 | 28.799100894611300 |
| 1998-08-01 | 29.189479438036500 |
| 1998-09-01 | 29.329966496727000 |
| 1998-10-01 | 29.529013852741500 |
| 1998-11-01 | 29.694861169655900 |
| 1998-12-01 | 30.011611027432497 |
| 1999-01-01 | 30.173411718614002 |
| 1999-02-01 | 30.428314369322300 |
| 1999-03-01 | 30.632457463559604 |
| 1999-04-01 | 30.995630101377600 |
| 1999-05-01 | 31.286296441421900 |
| 1999-06-01 | 31.259058019993000 |
| 1999-07-01 | 31.417710744911000 |
| 1999-08-01 | 31.414164473455500 |
| 1999-09-01 | 31.527519721095700 |
| 1999-10-01 | 31.972730989632897 |
| 1999-11-01 | 31.766958549885500 |
| 1999-12-01 | 31.733439723871900 |
| 2000-01-01 | 32.099117906526800 |
| 2000-02-01 | 32.142123192382500 |
| 2000-03-01 | 32.458246276428300 |
| 2000-04-01 | 32.709596842282700 |
| 2000-05-01 | 32.725197713199500 |
| 2000-06-01 | 33.299297353542900 |
| 2000-07-01 | 33.521745498304300 |
| 2000-08-01 | 33.523432914139500 |
| 2000-09-01 | 33.106989524579100 |
| 2000-10-01 | 33.605223013807100 |
| 2000-11-01 | 33.821886448344100 |
| 2000-12-01 | 33.861187906013306 |
| 2001-01-01 | 33.434890207052800 |
| 2001-02-01 | 33.279625632289100 |
| 2001-03-01 | 32.904382386399895 |
| 2001-04-01 | 32.223759413084900 |
| 2001-05-01 | 31.575124979518400 |
| 2001-06-01 | 31.144422766997800 |
| 2001-07-01 | 30.404503809276100 |
| 2001-08-01 | 30.017611099338900 |
| 2001-09-01 | 29.476942138875298 |
| 2001-10-01 | 29.034483360246895 |
| 2001-11-01 | 28.453387829643003 |
| 2001-12-01 | 28.193433184942602 |
| 2002-01-01 | 28.101218273368897 |
| 2002-02-01 | 27.821406336758500 |
| 2002-03-01 | 27.558579264392300 |
| 2002-04-01 | 27.651122431245998 |
| 2002-05-01 | 27.614602366191804 |
| 2002-06-01 | 27.281754694790500 |
| 2002-07-01 | 27.184487151056498 |
| 2002-08-01 | 26.996991521804198 |
| 2002-09-01 | 26.833869172220503 |
| 2002-10-01 | 26.780520860965100 |
| 2002-11-01 | 26.577166408769898 |
| 2002-12-01 | 26.345350733660500 |
| 2003-01-01 | 26.374556443036500 |
| 2003-02-01 | 26.266346038566297 |
| 2003-03-01 | 26.113503890661697 |
| 2003-04-01 | 25.781067081869000 |
| 2003-05-01 | 25.829931923935900 |
| 2003-06-01 | 25.810771539106497 |
| 2003-07-01 | 25.961752255879503 |
| 2003-08-01 | 25.961810859685002 |
| 2003-09-01 | 26.011749048994897 |
| 2003-10-01 | 25.948560000216897 |
| 2003-11-01 | 26.009646615453700 |
| 2003-12-01 | 26.208078069196200 |
| 2004-01-01 | 25.950641682047500 |
| 2004-02-01 | 25.888362631992504 |
| 2004-03-01 | 26.052916449848600 |
| 2004-04-01 | 26.411416820298600 |
| 2004-05-01 | 26.325121728320898 |
| 2004-06-01 | 26.529596048454800 |
| 2004-07-01 | 27.138841525465804 |
| 2004-08-01 | 26.632749273131598 |
| 2004-09-01 | 27.118514982949602 |
| 2004-10-01 | 27.334705215387900 |
| 2004-11-01 | 27.464260344335898 |
| 2004-12-01 | 27.483435459543000 |
| 2005-01-01 | 27.297640047980998 |
| 2005-02-01 | 27.096100023099300 |
| 2005-03-01 | 27.576129425116800 |
| 2005-04-01 | 27.718544606409196 |
| 2005-05-01 | 27.924057627168900 |
| 2005-06-01 | 28.246113963389500 |
| 2005-07-01 | 27.818150917432300 |
| 2005-08-01 | 28.106732815547500 |
| 2005-09-01 | 28.357646482996696 |
| 2005-10-01 | 28.139670523600696 |
| 2005-11-01 | 28.232008386253200 |
| 2005-12-01 | 28.166263221795300 |
| 2006-01-01 | 29.114910656443700 |
| 2006-02-01 | 29.179281767533897 |
| 2006-03-01 | 29.381045703148700 |
| 2006-04-01 | 28.919815123724800 |
| 2006-05-01 | 29.031758763515800 |
| 2006-06-01 | 28.959296250240000 |
| 2006-07-01 | 28.913949366439900 |
| 2006-08-01 | 28.985805797963200 |
| 2006-09-01 | 28.801206525556697 |
| 2006-10-01 | 28.848111811850400 |
| 2006-11-01 | 28.921330891898304 |
| 2006-12-01 | 29.168214946530000 |
| 2007-01-01 | 29.281634589994198 |
| 2007-02-01 | 29.557100828017997 |
| 2007-03-01 | 29.589302045759700 |
| 2007-04-01 | 29.818075699408700 |
| 2007-05-01 | 29.940928904380000 |
| 2007-06-01 | 29.883564104709702 |
| 2007-07-01 | 29.909728688968500 |
| 2007-08-01 | 29.852917055702200 |
| 2007-09-01 | 29.853762623416500 |
| 2007-10-01 | 30.250747951927800 |
| 2007-11-01 | 30.117142558394498 |
| 2007-12-01 | 29.892822273185300 |
| 2008-01-01 | 30.417259711471800 |
| 2008-02-01 | 30.233818687678898 |
| 2008-03-01 | 30.205560343687600 |
| 2008-04-01 | 30.124166955117197 |
| 2008-05-01 | 29.952467121044300 |
| 2008-06-01 | 29.904000051806698 |
| 2008-07-01 | 29.900883452647000 |
| 2008-08-01 | 29.828028161508602 |
| 2008-09-01 | 29.695914225780200 |
| 2008-10-01 | 29.337701707224102 |
| 2008-11-01 | 29.315437037311696 |
| 2008-12-01 | 29.228829080128900 |
| 2009-01-01 | 28.746958766213400 |
| 2009-02-01 | 28.426093692325000 |
| 2009-03-01 | 28.229112985704300 |
| 2009-04-01 | 28.030784563485604 |
| 2009-05-01 | 27.660055017191898 |
| 2009-06-01 | 27.524065994851103 |
| 2009-07-01 | 27.381528154156697 |
| 2009-08-01 | 27.396634768825997 |
| 2009-09-01 | 27.429886309056396 |
| 2009-10-01 | 27.328776577413100 |
| 2009-11-01 | 27.310734201668300 |
| 2009-12-01 | 27.382258408967600 |
| 2010-01-01 | 27.384514852900100 |
| 2010-02-01 | 27.322301113844700 |
| 2010-03-01 | 27.355302245914000 |
| 2010-04-01 | 27.431059133087500 |
| 2010-05-01 | 27.354106781768103 |
| 2010-06-01 | 27.731628058472100 |
| 2010-07-01 | 27.860497991105600 |
| 2010-08-01 | 27.977314150026498 |
| 2010-09-01 | 27.953785657805902 |
| 2010-10-01 | 28.125647475860600 |
| 2010-11-01 | 28.214518939872200 |
| 2010-12-01 | 28.347750957928300 |
| 2011-01-01 | 28.639280178809500 |
| 2011-02-01 | 28.915179962070898 |
| 2011-03-01 | 28.769072262955103 |
| 2011-04-01 | 29.226788736125500 |
| 2011-05-01 | 29.523415270852700 |
| 2011-06-01 | 29.833617934436496 |
| 2011-07-01 | 29.930083132677396 |
| 2011-08-01 | 30.060384601521303 |
| 2011-09-01 | 30.497798503851598 |
| 2011-10-01 | 30.536215920982000 |
| 2011-11-01 | 30.628203793098300 |
| 2011-12-01 | 31.019803135319600 |
| 2012-01-01 | 30.705012797810102 |
| 2012-02-01 | 30.797098402818104 |
| 2012-03-01 | 30.878006779635502 |
| 2012-04-01 | 30.898452109867897 |
| 2012-05-01 | 31.073984898820502 |
| 2012-06-01 | 31.031019753217603 |
| 2012-07-01 | 31.204392558094000 |
| 2012-08-01 | 31.364841274289198 |
| 2012-09-01 | 31.456707373509500 |
| 2012-10-01 | 31.547197872366600 |
| 2012-11-01 | 31.744626710278002 |
| 2012-12-01 | 31.878786807948300 |
| 2013-01-01 | 32.185727503028495 |
| 2013-02-01 | 32.274323685495894 |
| 2013-03-01 | 32.280719892552700 |
| 2013-04-01 | 32.354513969408000 |
| 2013-05-01 | 32.219470987884100 |
| 2013-06-01 | 32.442975138099200 |
| 2013-07-01 | 32.575693060022300 |
| 2013-08-01 | 32.765347460787000 |
| 2013-09-01 | 32.926454051979604 |
| 2013-10-01 | 32.969806583825600 |
| 2013-11-01 | 33.055550477637500 |
| 2013-12-01 | 33.128464458989605 |
| 2014-01-01 | 33.261972017776100 |
| 2014-02-01 | 33.449565488677000 |
| 2014-03-01 | 33.690737158954704 |
| 2014-04-01 | 33.803637445890196 |
| 2014-05-01 | 33.973704149900900 |
| 2014-06-01 | 34.159249835402300 |
| 2014-07-01 | 34.250619090919900 |
| 2014-08-01 | 34.261873592925100 |
| 2014-09-01 | 34.398653344798305 |
| 2014-10-01 | 34.585981889275900 |
| 2014-11-01 | 34.763352233357300 |
| 2014-12-01 | 34.972312756595805 |
| 2015-01-01 | 35.132516526515900 |
| 2015-02-01 | 35.323257464877700 |
| 2015-03-01 | 35.405169106984600 |
| 2015-04-01 | 36.062039267029500 |
| 2015-05-01 | 36.135214542173294 |
| 2015-06-01 | 36.185665275902900 |
| 2015-07-01 | 36.220373346674000 |
| 2015-08-01 | 36.355174378660100 |
| 2015-09-01 | 36.568687009018300 |
| 2015-10-01 | 36.702580282078800 |
| 2015-11-01 | 36.865475774226205 |
| 2015-12-01 | 37.015264682078500 |
| 2016-01-01 | 36.989301928289706 |
| 2016-02-01 | 37.085300084367600 |
| 2016-03-01 | 37.122440033340396 |
| 2016-04-01 | 37.433385180534000 |
| 2016-05-01 | 37.109463632552600 |
| 2016-06-01 | 37.124044551777200 |
| 2016-07-01 | 37.393076094201400 |
| 2016-08-01 | 37.354070239501500 |
| 2016-09-01 | 37.131597859031400 |
| 2016-10-01 | 37.312696906101800 |
| 2016-11-01 | 37.262177772791205 |
| 2016-12-01 | 37.258498448020300 |
| 2017-01-01 | 37.135125547135400 |
| 2017-02-01 | 37.027276294192700 |
| 2017-03-01 | 36.922448760012100 |
| 2017-04-01 | 36.915317154176500 |
| 2017-05-01 | 37.006449299348100 |
| 2017-06-01 | 37.091258574441206 |
| 2017-07-01 | 36.977600715024600 |
| 2017-08-01 | 36.953813182391290 |
| 2017-09-01 | 36.774480945586100 |
| 2017-10-01 | 36.923022296154300 |
| 2017-11-01 | 36.853093165295400 |
| 2017-12-01 | 36.798169066874600 |
| 2018-01-01 | 36.972838979570604 |
| 2018-02-01 | 36.960247460227500 |
| 2018-03-01 | 36.710173957228896 |
| 2018-04-01 | 37.103622893586600 |
| 2018-05-01 | 37.121555792849000 |
| 2018-06-01 | 37.068435013241100 |
| 2018-07-01 | 36.968798245303400 |
| 2018-08-01 | 36.858013548943300 |
| 2018-09-01 | 36.901852716090005 |
| 2018-10-01 | 36.627502595527000 |
| 2018-11-01 | 36.648065604134900 |
| 2018-12-01 | 36.528860859792790 |
| 2019-01-01 | 36.423874118875000 |
| 2019-02-01 | 36.397621078704000 |
| 2019-03-01 | 36.082931791275900 |
| 2019-04-01 | 36.397637130112900 |
| 2019-05-01 | 36.436747737801795 |
| 2019-06-01 | 36.442126127193300 |
| 2019-07-01 | 36.571192973230500 |
| 2019-08-01 | 36.464773418329600 |
| 2019-09-01 | 36.292995419156700 |
| 2019-10-01 | 36.340876387024200 |
| 2019-11-01 | 36.456846967405100 |
| 2019-12-01 | 36.039287883396504 |
| 2020-01-01 | 36.100968717951396 |
| 2020-02-01 | 35.955042398799210 |
| 2020-03-01 | 35.758750829139500 |
| 2020-04-01 | 35.295611242270800 |
| 2020-05-01 | 34.940161249460395 |
| 2020-06-01 | 34.788273693470000 |
| 2020-07-01 | 34.773304831292300 |
| 2020-08-01 | 34.973135075234000 |
| 2020-09-01 | 35.166263739969900 |
| 2020-10-01 | 35.649980377111200 |
| 2020-11-01 | 35.684856282654200 |
| 2020-12-01 | 35.730585193546700 |
| 2021-01-01 | 36.011835723043106 |
| 2021-02-01 | 36.142688940980900 |
| 2021-03-01 | 36.329734469300500 |
| 2021-04-01 | 36.497638785489400 |
| 2021-05-01 | 36.538617253670296 |
| 2021-06-01 | 36.598927011730300 |
| 2021-07-01 | 36.776445577491900 |
| 2021-08-01 | 36.784154026886000 |
| 2021-09-01 | 36.809742259847300 |
| 2021-10-01 | 36.958151551426500 |
| 2021-11-01 | 37.125377570182400 |
| 2021-12-01 | 37.317740667178100 |
| 2022-01-01 | 37.344202587930496 |
| 2022-02-01 | 37.561454340043100 |
| 2022-03-01 | 37.415499316388300 |
| 2022-04-01 | 38.298543123962800 |
| 2022-05-01 | 38.331848391903600 |
| 2022-06-01 | 38.363567363740100 |
| 2022-07-01 | 38.568576933739400 |
| 2022-08-01 | 38.798899380616500 |
| 2022-09-01 | 38.659527379676796 |
| 2022-10-01 | 38.461127000318200 |
| 2022-11-01 | 38.369608905663700 |
| 2022-12-01 | 38.104595685405500 |
| 2023-01-01 | 38.386629986203104 |
| 2023-02-01 | 38.296165972027204 |
| 2023-03-01 | 38.008300639399500 |
| 2023-04-01 | 37.799684791036604 |
| 2023-05-01 | 37.618611347192800 |
| 2023-06-01 | 37.411070495990400 |
| 2023-07-01 | 37.160601099447100 |
| 2023-08-01 | 37.013990859669796 |
| 2023-09-01 | 37.208195671543000 |
| 2023-10-01 | 36.870845327542604 |
| 2023-11-01 | 36.707326541911705 |
| 2023-12-01 | 36.700601060466700 |
| 2024-01-01 | 36.418740833728500 |
| 2024-02-01 | 36.324469235541500 |
| 2024-03-01 | 36.511576132317710 |
| 2024-04-01 | 36.396714035151000 |
| 2024-05-01 | 36.309676714509600 |
| 2024-06-01 | 36.859581052176000 |
| 2024-07-01 | 36.351325867471500 |
| 2024-08-01 | 36.127418885942700 |
