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 2025-12-01 |
| Last Updated | 2026-01-28 2:46 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 | 9.48103622510627 |
| 1990-02-01 | 9.52250473740611 |
| 1990-03-01 | 9.52896051908174 |
| 1990-04-01 | 9.51993479862222 |
| 1990-05-01 | 9.52981665151615 |
| 1990-06-01 | 9.52079750057292 |
| 1990-07-01 | 9.63926303392730 |
| 1990-08-01 | 9.57994006506452 |
| 1990-09-01 | 9.66050709346242 |
| 1990-10-01 | 9.39687189850684 |
| 1990-11-01 | 9.40382037519731 |
| 1990-12-01 | 9.51536790142471 |
| 1991-01-01 | 9.98786598048480 |
| 1991-02-01 | 9.82492416468386 |
| 1991-03-01 | 9.93089366850358 |
| 1991-04-01 | 9.91574306883083 |
| 1991-05-01 | 9.91816326986361 |
| 1991-06-01 | 9.91011301142811 |
| 1991-07-01 | 9.84163064807852 |
| 1991-08-01 | 9.78235540652656 |
| 1991-09-01 | 9.86301660124890 |
| 1991-10-01 | 9.99987778532472 |
| 1991-11-01 | 10.01286204128290 |
| 1991-12-01 | 10.02886269408300 |
| 1992-01-01 | 9.89393721732660 |
| 1992-02-01 | 9.82606078069467 |
| 1992-03-01 | 9.83223842594072 |
| 1992-04-01 | 9.90366630518284 |
| 1992-05-01 | 9.88790982432940 |
| 1992-06-01 | 9.98335660016637 |
| 1992-07-01 | 10.65305407424100 |
| 1992-08-01 | 11.89309639808640 |
| 1992-09-01 | 12.08172129460880 |
| 1992-10-01 | 12.20235789878000 |
| 1992-11-01 | 12.52289321134730 |
| 1992-12-01 | 12.54456230790230 |
| 1993-01-01 | 12.69997945841760 |
| 1993-02-01 | 12.82812335087780 |
| 1993-03-01 | 12.93173767379690 |
| 1993-04-01 | 13.08513841923080 |
| 1993-05-01 | 13.15252854016570 |
| 1993-06-01 | 13.14161930226470 |
| 1993-07-01 | 13.26445941768060 |
| 1993-08-01 | 13.41150478938980 |
| 1993-09-01 | 13.51460616104790 |
| 1993-10-01 | 13.60684241446060 |
| 1993-11-01 | 13.73911832236630 |
| 1993-12-01 | 13.96985708063130 |
| 1994-01-01 | 13.79427101977510 |
| 1994-02-01 | 13.92428262955750 |
| 1994-03-01 | 14.03265264351340 |
| 1994-04-01 | 15.05714468377100 |
| 1994-05-01 | 15.20372427307180 |
| 1994-06-01 | 15.39944574923900 |
| 1994-07-01 | 15.58575739689780 |
| 1994-08-01 | 15.74112628889440 |
| 1994-09-01 | 15.96480713894930 |
| 1994-10-01 | 16.01062942438810 |
| 1994-11-01 | 16.14239322246170 |
| 1994-12-01 | 16.38575982242950 |
| 1995-01-01 | 16.98574850506340 |
| 1995-02-01 | 17.21687126239720 |
| 1995-03-01 | 17.52653991519410 |
| 1995-04-01 | 17.83805985790560 |
| 1995-05-01 | 18.26495395266630 |
| 1995-06-01 | 18.65901083664180 |
| 1995-07-01 | 18.31252370180020 |
| 1995-08-01 | 18.77207670100380 |
| 1995-09-01 | 18.91453928295370 |
| 1995-10-01 | 19.21070278776680 |
| 1995-11-01 | 19.44863773150020 |
| 1995-12-01 | 19.68619831036730 |
| 1996-01-01 | 19.87174556874420 |
| 1996-02-01 | 20.00734040177800 |
| 1996-03-01 | 20.22415937751230 |
| 1996-04-01 | 20.41810592920270 |
| 1996-05-01 | 20.52757318419330 |
| 1996-06-01 | 21.03639862483610 |
| 1996-07-01 | 21.14678155256720 |
| 1996-08-01 | 21.31245368217950 |
| 1996-09-01 | 21.46754723507640 |
| 1996-10-01 | 21.89625121319570 |
| 1996-11-01 | 22.13827825801800 |
| 1996-12-01 | 22.35359000153430 |
| 1997-01-01 | 22.76085769830830 |
| 1997-02-01 | 23.01007326972430 |
| 1997-03-01 | 23.22029285510220 |
| 1997-04-01 | 23.60492892009970 |
| 1997-05-01 | 23.92672520866330 |
| 1997-06-01 | 24.12467908353660 |
| 1997-07-01 | 25.47460568784540 |
| 1997-08-01 | 25.75551983039870 |
| 1997-09-01 | 26.00599380770340 |
| 1997-10-01 | 26.16961923597340 |
| 1997-11-01 | 26.52211077319310 |
| 1997-12-01 | 26.59067389012430 |
| 1998-01-01 | 26.86300297682230 |
| 1998-02-01 | 27.21503826517450 |
| 1998-03-01 | 27.22156964801190 |
| 1998-04-01 | 27.19381259585870 |
| 1998-05-01 | 27.44613539168640 |
| 1998-06-01 | 27.63357489760060 |
| 1998-07-01 | 28.80299148595030 |
| 1998-08-01 | 29.19261087759170 |
| 1998-09-01 | 29.32657110427820 |
| 1998-10-01 | 29.52860265598660 |
| 1998-11-01 | 29.69648708841240 |
| 1998-12-01 | 30.01371002166280 |
| 1999-01-01 | 30.17405347699870 |
| 1999-02-01 | 30.42743372620490 |
| 1999-03-01 | 30.63199663594170 |
| 1999-04-01 | 30.99475181416710 |
| 1999-05-01 | 31.28473003729610 |
| 1999-06-01 | 31.25642574763060 |
| 1999-07-01 | 31.42105051579150 |
| 1999-08-01 | 31.41702265502890 |
| 1999-09-01 | 31.52490190833220 |
| 1999-10-01 | 31.97092079450840 |
| 1999-11-01 | 31.76837830074400 |
| 1999-12-01 | 31.73521209189720 |
| 2000-01-01 | 32.09960000899910 |
| 2000-02-01 | 32.14154305656100 |
| 2000-03-01 | 32.45802476823350 |
| 2000-04-01 | 32.70909353251830 |
| 2000-05-01 | 32.72402717866000 |
| 2000-06-01 | 33.29823709440010 |
| 2000-07-01 | 33.52398227310000 |
| 2000-08-01 | 33.52529872912770 |
| 2000-09-01 | 33.10543104077330 |
| 2000-10-01 | 33.60263035807700 |
| 2000-11-01 | 33.82281649576620 |
| 2000-12-01 | 33.86200108029270 |
| 2001-01-01 | 33.43544438364130 |
| 2001-02-01 | 33.27953336392980 |
| 2001-03-01 | 32.90451155045760 |
| 2001-04-01 | 32.22380970673750 |
| 2001-05-01 | 31.57470441612660 |
| 2001-06-01 | 31.14430952227960 |
| 2001-07-01 | 30.40594117466290 |
| 2001-08-01 | 30.01894770544720 |
| 2001-09-01 | 29.47505881255060 |
| 2001-10-01 | 29.03161110262330 |
| 2001-11-01 | 28.45406272106350 |
| 2001-12-01 | 28.19303447966360 |
| 2002-01-01 | 28.10195015153730 |
| 2002-02-01 | 27.82202221358810 |
| 2002-03-01 | 27.55922088429410 |
| 2002-04-01 | 27.65168079366500 |
| 2002-05-01 | 27.61485642304550 |
| 2002-06-01 | 27.28234577952500 |
| 2002-07-01 | 27.18518043269850 |
| 2002-08-01 | 26.99746702097770 |
| 2002-09-01 | 26.83216795996400 |
| 2002-10-01 | 26.77797504311310 |
| 2002-11-01 | 26.57688233741160 |
| 2002-12-01 | 26.34272993286990 |
| 2003-01-01 | 26.37649669623720 |
| 2003-02-01 | 26.26784486947070 |
| 2003-03-01 | 26.11472086274140 |
| 2003-04-01 | 25.78211909883430 |
| 2003-05-01 | 25.83067713035040 |
| 2003-06-01 | 25.81140808550590 |
| 2003-07-01 | 25.96212394870630 |
| 2003-08-01 | 25.96161558139980 |
| 2003-09-01 | 26.01026002741300 |
| 2003-10-01 | 25.94627984663590 |
| 2003-11-01 | 26.00821503247640 |
| 2003-12-01 | 26.20379638964940 |
| 2004-01-01 | 25.95362628612890 |
| 2004-02-01 | 25.89067190926200 |
| 2004-03-01 | 26.05466930271580 |
| 2004-04-01 | 26.41287923717930 |
| 2004-05-01 | 26.32614820616140 |
| 2004-06-01 | 26.53021873393790 |
| 2004-07-01 | 27.13890586263430 |
| 2004-08-01 | 26.63196152886120 |
| 2004-09-01 | 27.11732802992500 |
| 2004-10-01 | 27.33282815070110 |
| 2004-11-01 | 27.46174726977470 |
| 2004-12-01 | 27.47763302067360 |
| 2005-01-01 | 27.30179272595650 |
| 2005-02-01 | 27.09905921290130 |
| 2005-03-01 | 27.57820444353480 |
| 2005-04-01 | 27.72025823838350 |
| 2005-05-01 | 27.92521320642770 |
| 2005-06-01 | 28.24659631695900 |
| 2005-07-01 | 27.81799047555810 |
| 2005-08-01 | 28.10583768915420 |
| 2005-09-01 | 28.35647388977610 |
| 2005-10-01 | 28.13752876134740 |
| 2005-11-01 | 28.22933696747490 |
| 2005-12-01 | 28.16048231126410 |
| 2006-01-01 | 29.11922842930660 |
| 2006-02-01 | 29.18232347621660 |
| 2006-03-01 | 29.38325377670920 |
| 2006-04-01 | 28.92156270959760 |
| 2006-05-01 | 29.03285327684010 |
| 2006-06-01 | 28.95963851380030 |
| 2006-07-01 | 28.91366251086100 |
| 2006-08-01 | 28.98492618079220 |
| 2006-09-01 | 28.80019127397220 |
| 2006-10-01 | 28.84597590435240 |
| 2006-11-01 | 28.91886920527510 |
| 2006-12-01 | 29.16263267969810 |
| 2007-01-01 | 29.28604445502080 |
| 2007-02-01 | 29.55994810240230 |
| 2007-03-01 | 29.59127973251560 |
| 2007-04-01 | 29.81959905732520 |
| 2007-05-01 | 29.94177915481530 |
| 2007-06-01 | 29.88371304995610 |
| 2007-07-01 | 29.90934270552350 |
| 2007-08-01 | 29.85220107238650 |
| 2007-09-01 | 29.85299655733070 |
| 2007-10-01 | 30.24876638150750 |
| 2007-11-01 | 30.11541806319340 |
| 2007-12-01 | 29.88875365040720 |
| 2008-01-01 | 30.42055516548000 |
| 2008-02-01 | 30.23595189131210 |
| 2008-03-01 | 30.20720993618780 |
| 2008-04-01 | 30.12526700677850 |
| 2008-05-01 | 29.95288484624470 |
| 2008-06-01 | 29.90399124350670 |
| 2008-07-01 | 29.90054776846730 |
| 2008-08-01 | 29.82756046739200 |
| 2008-09-01 | 29.69542590504580 |
| 2008-10-01 | 29.33629232919920 |
| 2008-11-01 | 29.31460153434240 |
| 2008-12-01 | 29.22599505381330 |
| 2009-01-01 | 28.74924715737280 |
| 2009-02-01 | 28.42751963800130 |
| 2009-03-01 | 28.23032976400470 |
| 2009-04-01 | 28.03133677717990 |
| 2009-05-01 | 27.65997404971800 |
| 2009-06-01 | 27.52386462859150 |
| 2009-07-01 | 27.38127419522510 |
| 2009-08-01 | 27.39646802278710 |
| 2009-09-01 | 27.42968094553750 |
| 2009-10-01 | 27.32775986472010 |
| 2009-11-01 | 27.31069076630460 |
| 2009-12-01 | 27.38090703726950 |
| 2010-01-01 | 27.38563336626240 |
| 2010-02-01 | 27.32321595059260 |
| 2010-03-01 | 27.35657100382420 |
| 2010-04-01 | 27.43173132611090 |
| 2010-05-01 | 27.35183229457380 |
| 2010-06-01 | 27.73179523293010 |
| 2010-07-01 | 27.86058001461120 |
| 2010-08-01 | 27.97738986437610 |
| 2010-09-01 | 27.95370219532750 |
| 2010-10-01 | 28.12507039794750 |
| 2010-11-01 | 28.21460834670170 |
| 2010-12-01 | 28.34700866328880 |
| 2011-01-01 | 28.64016986593630 |
| 2011-02-01 | 28.91609717864220 |
| 2011-03-01 | 28.77106946394380 |
| 2011-04-01 | 29.22770738264870 |
| 2011-05-01 | 29.51891154845600 |
| 2011-06-01 | 29.83388144718100 |
| 2011-07-01 | 29.93016555961580 |
| 2011-08-01 | 30.06047144534670 |
| 2011-09-01 | 30.49764685836080 |
| 2011-10-01 | 30.53579704706240 |
| 2011-11-01 | 30.62830311413380 |
| 2011-12-01 | 31.01973672432300 |
| 2012-01-01 | 30.70562475194250 |
| 2012-02-01 | 30.79781166036740 |
| 2012-03-01 | 30.88280825696610 |
| 2012-04-01 | 30.89996250061440 |
| 2012-05-01 | 31.06631456392790 |
| 2012-06-01 | 31.03119605477240 |
| 2012-07-01 | 31.20418317516200 |
| 2012-08-01 | 31.36448491667250 |
| 2012-09-01 | 31.45619985095560 |
| 2012-10-01 | 31.54700262707750 |
| 2012-11-01 | 31.74462797145730 |
| 2012-12-01 | 31.87889872500830 |
| 2013-01-01 | 32.18655745369210 |
| 2013-02-01 | 32.27565703158270 |
| 2013-03-01 | 32.28887964553590 |
| 2013-04-01 | 32.35539808215280 |
| 2013-05-01 | 32.21153963009980 |
| 2013-06-01 | 32.44372739996110 |
| 2013-07-01 | 32.57048319149990 |
| 2013-08-01 | 32.76597265101160 |
| 2013-09-01 | 32.92507891721530 |
| 2013-10-01 | 32.96975071493430 |
| 2013-11-01 | 33.05514437495870 |
| 2013-12-01 | 33.12843852326180 |
| 2014-01-01 | 33.26343358331850 |
| 2014-02-01 | 33.45247098845740 |
| 2014-03-01 | 33.70327132856320 |
| 2014-04-01 | 33.80463394734660 |
| 2014-05-01 | 33.96694028709530 |
| 2014-06-01 | 34.15789066702670 |
| 2014-07-01 | 34.24024530738320 |
| 2014-08-01 | 34.26285528310390 |
| 2014-09-01 | 34.39524084830390 |
| 2014-10-01 | 34.58499663641850 |
| 2014-11-01 | 34.76237819502350 |
| 2014-12-01 | 34.97268087081920 |
| 2015-01-01 | 35.13549068985920 |
| 2015-02-01 | 35.32809838874650 |
| 2015-03-01 | 35.43038716133400 |
| 2015-04-01 | 36.06012822870890 |
| 2015-05-01 | 36.12960568579180 |
| 2015-06-01 | 36.17911920031820 |
| 2015-07-01 | 36.20240039024630 |
| 2015-08-01 | 36.35478483448030 |
| 2015-09-01 | 36.56181539986130 |
| 2015-10-01 | 36.69987717720550 |
| 2015-11-01 | 36.86474106313950 |
| 2015-12-01 | 37.01831746391140 |
| 2016-01-01 | 36.99568326603890 |
| 2016-02-01 | 37.09185799404130 |
| 2016-03-01 | 37.17337336220880 |
| 2016-04-01 | 37.42529820301040 |
| 2016-05-01 | 37.09909250101600 |
| 2016-06-01 | 37.10673616688390 |
| 2016-07-01 | 37.36860900437790 |
| 2016-08-01 | 37.34793047043220 |
| 2016-09-01 | 37.11943294368180 |
| 2016-10-01 | 37.30710412310330 |
| 2016-11-01 | 37.26403212955990 |
| 2016-12-01 | 37.26605548493730 |
| 2017-01-01 | 37.14844017299100 |
| 2017-02-01 | 37.04579473286390 |
| 2017-03-01 | 37.01159779781880 |
| 2017-04-01 | 36.88708295685130 |
| 2017-05-01 | 36.98188043819490 |
| 2017-06-01 | 37.06135114192840 |
| 2017-07-01 | 36.94368560892230 |
| 2017-08-01 | 36.94026690250620 |
| 2017-09-01 | 36.75766746544120 |
| 2017-10-01 | 36.91825848457480 |
| 2017-11-01 | 36.85919372243990 |
| 2017-12-01 | 36.81297857563720 |
| 2018-01-01 | 36.99633556875390 |
| 2018-02-01 | 36.99351882334970 |
| 2018-03-01 | 36.83476895067310 |
| 2018-04-01 | 37.05610264192420 |
| 2018-05-01 | 37.07726189554090 |
| 2018-06-01 | 37.02158276086640 |
| 2018-07-01 | 36.92735030661050 |
| 2018-08-01 | 36.83474978135700 |
| 2018-09-01 | 36.88213456807040 |
| 2018-10-01 | 36.62576070495980 |
| 2018-11-01 | 36.66100577118750 |
| 2018-12-01 | 36.55270364941660 |
| 2019-01-01 | 36.45868955846160 |
| 2019-02-01 | 36.44657416769470 |
| 2019-03-01 | 36.23579238099630 |
| 2019-04-01 | 36.33145058871850 |
| 2019-05-01 | 36.37435114029730 |
| 2019-06-01 | 36.37386455444460 |
| 2019-07-01 | 36.52362455413240 |
| 2019-08-01 | 36.43044675100110 |
| 2019-09-01 | 36.27450299060610 |
| 2019-10-01 | 36.34627929569340 |
| 2019-11-01 | 36.47743368432370 |
| 2019-12-01 | 36.07512003230820 |
| 2020-01-01 | 36.14491695489390 |
| 2020-02-01 | 36.01305114866300 |
| 2020-03-01 | 35.92342326134870 |
| 2020-04-01 | 35.22357606023000 |
| 2020-05-01 | 34.86829489951570 |
| 2020-06-01 | 34.69434963449500 |
| 2020-07-01 | 34.72126925737660 |
| 2020-08-01 | 34.92238168943770 |
| 2020-09-01 | 35.15139131723680 |
| 2020-10-01 | 35.66778119538250 |
| 2020-11-01 | 35.71043866653690 |
| 2020-12-01 | 35.78870539430000 |
| 2021-01-01 | 36.05837433549730 |
| 2021-02-01 | 36.20140700436570 |
| 2021-03-01 | 36.49247231087940 |
| 2021-04-01 | 36.43308199519140 |
| 2021-05-01 | 36.46791691115460 |
| 2021-06-01 | 36.47523459914790 |
| 2021-07-01 | 36.71671027018860 |
| 2021-08-01 | 36.71601814128620 |
| 2021-09-01 | 36.80026220903380 |
| 2021-10-01 | 36.99355826788710 |
| 2021-11-01 | 37.16092875288270 |
| 2021-12-01 | 37.38443753420620 |
| 2022-01-01 | 37.40073922419060 |
| 2022-02-01 | 37.61907165144440 |
| 2022-03-01 | 37.54737302428200 |
| 2022-04-01 | 38.26534698481070 |
| 2022-05-01 | 38.27329809363820 |
| 2022-06-01 | 38.21153786618610 |
| 2022-07-01 | 38.50042295888970 |
| 2022-08-01 | 38.70518648346230 |
| 2022-09-01 | 38.63894976746370 |
| 2022-10-01 | 38.52394373242660 |
| 2022-11-01 | 38.42763940792520 |
| 2022-12-01 | 38.16518601786420 |
| 2023-01-01 | 38.45916789679100 |
| 2023-02-01 | 38.36081627991200 |
| 2023-03-01 | 38.10166630151290 |
| 2023-04-01 | 38.00226023990060 |
| 2023-05-01 | 37.77943006346280 |
| 2023-06-01 | 37.52373391977800 |
| 2023-07-01 | 37.18348418864760 |
| 2023-08-01 | 36.99622299541250 |
| 2023-09-01 | 37.36632419941960 |
| 2023-10-01 | 36.56083173067760 |
| 2023-11-01 | 36.39867771779200 |
| 2023-12-01 | 36.03854082732530 |
| 2024-01-01 | 36.01431336415410 |
| 2024-02-01 | 35.90723115616620 |
| 2024-03-01 | 35.76606258840080 |
| 2024-04-01 | 35.52958875956170 |
| 2024-05-01 | 35.48872507413370 |
| 2024-06-01 | 35.54252715535630 |
| 2024-07-01 | 35.46544694300190 |
| 2024-08-01 | 35.18768604279320 |
| 2024-09-01 | 35.31225744336790 |
| 2024-10-01 | 35.29155652265920 |
| 2024-11-01 | 35.15377056618730 |
| 2024-12-01 | 35.21768060705920 |
| 2025-01-01 | 34.95207895607440 |
| 2025-02-01 | 34.84621140391410 |
| 2025-03-01 | 35.13848456868450 |
| 2025-04-01 | 34.94401026299180 |
| 2025-05-01 | 34.90051320500460 |
| 2025-06-01 | 35.18497395296550 |
| 2025-07-01 | 34.85377152608420 |
| 2025-08-01 | 34.89097057826080 |
| 2025-09-01 | 34.87825596352020 |
| 2025-10-01 | 34.50824037796950 |
| 2025-11-01 | 34.38805002153570 |
| 2025-12-01 | 34.60065929108250 |