NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Minnesota Series ID: SMU27000006054120001SA 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 2024-04-01 Last Updated: 2024-05-18 4:57 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU27000006054120001). 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 15.530895795501301 1990-02-01 15.570351998058900 1990-03-01 15.728573228906100 1990-04-01 16.067161425017800 1990-05-01 16.278803845386200 1990-06-01 16.265541722998300 1990-07-01 16.343678653019500 1990-08-01 16.417740622092800 1990-09-01 16.535108875410700 1990-10-01 16.420592043194400 1990-11-01 16.432330073322600 1990-12-01 16.103751530280302 1991-01-01 17.033241398391300 1991-02-01 16.770068527011600 1991-03-01 16.630846783792300 1991-04-01 16.669114227269198 1991-05-01 16.691080459077803 1991-06-01 16.655091328545300 1991-07-01 16.846667945965800 1991-08-01 16.819790387382700 1991-09-01 16.747069398150000 1991-10-01 16.397107094106698 1991-11-01 16.306399526860900 1991-12-01 15.911260535636899 1992-01-01 14.851523310975500 1992-02-01 14.968467685434700 1992-03-01 14.820377396665700 1992-04-01 14.492659825606802 1992-05-01 14.411160162698200 1992-06-01 14.640126976096900 1992-07-01 14.046960440219200 1992-08-01 14.023170752629400 1992-09-01 13.975683026632100 1992-10-01 14.057239434993901 1992-11-01 14.043943071858802 1992-12-01 14.117860543605302 1993-01-01 13.985411489753302 1993-02-01 13.877482818850801 1993-03-01 13.916206310470299 1993-04-01 14.027196806462600 1993-05-01 13.921106947609400 1993-06-01 14.006481957256300 1993-07-01 14.061430774283302 1993-08-01 13.936367943720400 1993-09-01 13.826173779500301 1993-10-01 14.202354472592600 1993-11-01 14.256870267772400 1993-12-01 14.203500326781900 1994-01-01 14.522671286963801 1994-02-01 14.594644855582300 1994-03-01 14.532561376409399 1994-04-01 14.673929162359300 1994-05-01 14.620629715790000 1994-06-01 14.781157388677800 1994-07-01 14.755015316434500 1994-08-01 14.949824807996800 1994-09-01 14.979063686826999 1994-10-01 14.960830568341600 1994-11-01 14.871579786297099 1994-12-01 14.898357365862200 1995-01-01 14.837484246102099 1995-02-01 15.006937634408500 1995-03-01 15.257478688865600 1995-04-01 15.117112555185900 1995-05-01 15.310219563219500 1995-06-01 15.055921854366801 1995-07-01 15.463733824829900 1995-08-01 15.450599118661401 1995-09-01 15.418962934711699 1995-10-01 15.342819634363599 1995-11-01 15.419036261475199 1995-12-01 15.586048629682699 1996-01-01 15.037130223839900 1996-02-01 15.115140562829100 1996-03-01 15.077407709287500 1996-04-01 15.243197728812700 1996-05-01 15.799557529639799 1996-06-01 15.448268608157000 1996-07-01 15.264451310348400 1996-08-01 15.232780258321900 1996-09-01 15.237447908592598 1996-10-01 15.569850390712100 1996-11-01 15.697460375113002 1996-12-01 15.694660294694200 1997-01-01 15.523411472072100 1997-02-01 15.409861528321100 1997-03-01 15.174210867991400 1997-04-01 15.131614980172401 1997-05-01 15.292248332978598 1997-06-01 15.126986712433501 1997-07-01 15.494079093280599 1997-08-01 15.424092963748802 1997-09-01 15.571806010759600 1997-10-01 15.610335946227900 1997-11-01 15.690284639890500 1997-12-01 15.794766874262900 1998-01-01 16.105734063543100 1998-02-01 16.002378277168100 1998-03-01 16.054337725419100 1998-04-01 15.581486110385600 1998-05-01 15.394797863439300 1998-06-01 15.817169948382800 1998-07-01 15.720505509633000 1998-08-01 15.812194822746001 1998-09-01 15.814865156836300 1998-10-01 15.760583146070699 1998-11-01 15.707309614441000 1998-12-01 15.816920623878500 1999-01-01 15.882680613596401 1999-02-01 15.865409301620100 1999-03-01 16.013220596528303 1999-04-01 16.315819499633200 1999-05-01 16.312667717701900 1999-06-01 16.399197583985400 1999-07-01 17.567140345726400 1999-08-01 17.580130890238200 1999-09-01 17.578254440081100 1999-10-01 17.213157951735898 1999-11-01 17.138240352904000 1999-12-01 16.827154901649000 2000-01-01 16.371015723203403 2000-02-01 16.620997543627000 2000-03-01 16.451102274687198 2000-04-01 16.349448356201600 2000-05-01 16.240072576424000 2000-06-01 16.210580637576000 2000-07-01 16.100332191491500 2000-08-01 15.934548645234400 2000-09-01 16.137542040189200 2000-10-01 16.662715024311098 2000-11-01 16.570623839012900 2000-12-01 16.525728150373300 2001-01-01 16.466941626004600 2001-02-01 16.468309602657700 2001-03-01 16.601882612555300 2001-04-01 16.596357726148902 2001-05-01 16.475023262114600 2001-06-01 16.429767674170600 2001-07-01 16.336297143461100 2001-08-01 15.770915989102600 2001-09-01 16.209463930449900 2001-10-01 16.402075459505100 2001-11-01 16.091032197754400 2001-12-01 15.886721897638099 2002-01-01 16.158220371596900 2002-02-01 16.226396240818900 2002-03-01 16.068978032547700 2002-04-01 16.067963629775200 2002-05-01 16.124781806096898 2002-06-01 16.189994595351000 2002-07-01 15.947545971220000 2002-08-01 15.986199169602699 2002-09-01 15.654551096235800 2002-10-01 15.527184756632100 2002-11-01 15.523847576300400 2002-12-01 15.451319081676800 2003-01-01 15.426767376858198 2003-02-01 15.381078219547200 2003-03-01 15.350385694910901 2003-04-01 14.962456411390800 2003-05-01 14.794175596553700 2003-06-01 14.463998353992698 2003-07-01 14.659423376650300 2003-08-01 14.072773698933899 2003-09-01 14.283168709526999 2003-10-01 14.163096849866300 2003-11-01 14.052020146331301 2003-12-01 14.006134593150401 2004-01-01 13.381879352596100 2004-02-01 13.440933384408000 2004-03-01 13.738913490945102 2004-04-01 13.953911858404900 2004-05-01 13.983211688838999 2004-06-01 14.065789195330998 2004-07-01 13.962502054221599 2004-08-01 14.260092249523801 2004-09-01 14.094823548674800 2004-10-01 14.091799451961400 2004-11-01 14.062405172239302 2004-12-01 14.274122429331902 2005-01-01 13.831830715843100 2005-02-01 13.794362790024400 2005-03-01 13.836857273628400 2005-04-01 13.845663146910400 2005-05-01 14.383952884899900 2005-06-01 14.057088792664200 2005-07-01 14.173897155886300 2005-08-01 14.155364193378400 2005-09-01 14.218632395543600 2005-10-01 14.213952567772200 2005-11-01 13.851944116934499 2005-12-01 14.040745008289699 2006-01-01 14.287480827845100 2006-02-01 14.251401067233300 2006-03-01 14.331989602366700 2006-04-01 14.235962569855198 2006-05-01 14.176174491778400 2006-06-01 14.143925513156100 2006-07-01 14.177580924533400 2006-08-01 14.178931286195400 2006-09-01 14.248398664438698 2006-10-01 14.116197677541802 2006-11-01 14.233411803398900 2006-12-01 14.435264609803900 2007-01-01 14.457132289943099 2007-02-01 14.506960635922400 2007-03-01 14.417845934489200 2007-04-01 14.621998316162600 2007-05-01 14.147001529388900 2007-06-01 14.303076724668800 2007-07-01 14.676873114572402 2007-08-01 15.033334361795600 2007-09-01 14.781960081704100 2007-10-01 14.920674902659500 2007-11-01 15.227192374700302 2007-12-01 15.040816438855400 2008-01-01 15.042011265165698 2008-02-01 15.068934545633200 2008-03-01 14.992472632203600 2008-04-01 14.789800246521600 2008-05-01 14.678260526751899 2008-06-01 14.853951957026300 2008-07-01 14.573349961472600 2008-08-01 15.136226655658200 2008-09-01 14.800590442524600 2008-10-01 14.912129292395900 2008-11-01 14.825468067711599 2008-12-01 14.864942626443801 2009-01-01 14.852009901740000 2009-02-01 14.743226492663600 2009-03-01 14.658392914543299 2009-04-01 14.648794562581699 2009-05-01 14.674870948144500 2009-06-01 14.578801469183400 2009-07-01 14.570452279810699 2009-08-01 15.082823886230900 2009-09-01 14.402168297616802 2009-10-01 14.299154374734600 2009-11-01 14.338166240906201 2009-12-01 14.091189921689100 2010-01-01 13.870787764604001 2010-02-01 13.831529858732600 2010-03-01 13.824102281744098 2010-04-01 13.799372622470301 2010-05-01 13.749086040720300 2010-06-01 13.788116939016000 2010-07-01 13.866754748929200 2010-08-01 14.275914523117900 2010-09-01 13.776759716315599 2010-10-01 13.882022997855302 2010-11-01 13.843912366937401 2010-12-01 13.820153848960599 2011-01-01 14.200243021607498 2011-02-01 14.227147084823100 2011-03-01 14.282723753069698 2011-04-01 14.357689264102099 2011-05-01 14.328787096295200 2011-06-01 14.181121685620301 2011-07-01 14.048140207228801 2011-08-01 14.612889316126400 2011-09-01 14.032149149757302 2011-10-01 13.667952114927198 2011-11-01 13.747429792110300 2011-12-01 13.732706988178300 2012-01-01 13.717301014598501 2012-02-01 13.725836368963499 2012-03-01 13.656657824227800 2012-04-01 13.620120820781800 2012-05-01 13.720900137314999 2012-06-01 13.567574408647499 2012-07-01 13.629176075711700 2012-08-01 14.670895118295698 2012-09-01 13.668727265002500 2012-10-01 13.752143079092400 2012-11-01 13.932450880176900 2012-12-01 13.533505467861099 2013-01-01 14.132345117941801 2013-02-01 14.229329153482500 2013-03-01 14.335448917221100 2013-04-01 14.416250014750800 2013-05-01 14.323392667035199 2013-06-01 14.441538593291499 2013-07-01 14.398891315112800 2013-08-01 13.929464084639400 2013-09-01 14.512172955290302 2013-10-01 14.527229860495900 2013-11-01 14.504082936778000 2013-12-01 14.631571648020700 2014-01-01 14.238521412555599 2014-02-01 14.344296372592401 2014-03-01 14.325024498354900 2014-04-01 14.333377507836401 2014-05-01 14.320164055164600 2014-06-01 14.709340838976901 2014-07-01 14.576530910406499 2014-08-01 14.360966715648000 2014-09-01 14.667290350316500 2014-10-01 14.696605246285000 2014-11-01 14.758625732415199 2014-12-01 14.824145003710301 2015-01-01 14.859014161879400 2015-02-01 14.871306352457099 2015-03-01 14.822028023565800 2015-04-01 14.974264763602600 2015-05-01 14.906980522469098 2015-06-01 14.974787625590100 2015-07-01 15.245359664993300 2015-08-01 14.849254396934901 2015-09-01 15.251971079537899 2015-10-01 15.054258385632400 2015-11-01 15.115112173422599 2015-12-01 15.225087813876200 2016-01-01 15.581428580924600 2016-02-01 15.403970375274100 2016-03-01 15.533969940423301 2016-04-01 15.525786791371800 2016-05-01 15.580094379469800 2016-06-01 15.645039144598100 2016-07-01 15.616424909045902 2016-08-01 15.582916492008100 2016-09-01 15.646388182189100 2016-10-01 15.700893421473500 2016-11-01 15.683449608064599 2016-12-01 15.432173990603500 2017-01-01 15.719794724893800 2017-02-01 15.943437924152999 2017-03-01 15.770273449222401 2017-04-01 15.697966535917500 2017-05-01 15.734645014841002 2017-06-01 15.606862110160500 2017-07-01 15.361922994304098 2017-08-01 15.471213364481200 2017-09-01 15.361113339722099 2017-10-01 15.346112769541000 2017-11-01 15.462371487591400 2017-12-01 15.439487518877900 2018-01-01 15.368575071106500 2018-02-01 15.799412296986599 2018-03-01 15.433405982984800 2018-04-01 15.774116602521200 2018-05-01 15.281424898909199 2018-06-01 15.255316486035301 2018-07-01 15.295055107404302 2018-08-01 15.321162607431300 2018-09-01 15.379889055064600 2018-10-01 15.487301431285100 2018-11-01 15.545649299209900 2018-12-01 15.544706269373698 2019-01-01 15.631026059206100 2019-02-01 15.678694407123402 2019-03-01 15.827346385682700 2019-04-01 15.957385258190800 2019-05-01 15.428758059709999 2019-06-01 15.588852962747000 2019-07-01 15.287444205831498 2019-08-01 15.746273835933600 2019-09-01 15.789236479567302 2019-10-01 15.845772252232900 2019-11-01 15.745685850565800 2019-12-01 15.758598728233800 2020-01-01 15.792221988344199 2020-02-01 15.966155300259400 2020-03-01 15.935593591439700 2020-04-01 14.737725164295302 2020-05-01 15.181188743545802 2020-06-01 15.114896616862302 2020-07-01 15.168759494892699 2020-08-01 14.956560522375698 2020-09-01 14.976035958189001 2020-10-01 14.917551608101402 2020-11-01 14.953489862395699 2020-12-01 15.193922973770700 2021-01-01 15.148741826804800 2021-02-01 15.159378680959401 2021-03-01 15.244533065358699 2021-04-01 15.310178874623000 2021-05-01 16.234918359998698 2021-06-01 15.335391063556900 2021-07-01 15.246632132245400 2021-08-01 15.364802062913200 2021-09-01 15.351050112381598 2021-10-01 15.716249937857802 2021-11-01 15.671462353692900 2021-12-01 15.637097431190000 2022-01-01 15.692032194964499 2022-02-01 15.637820277688698 2022-03-01 15.534699117026902 2022-04-01 15.857877842451101 2022-05-01 15.995343514797401 2022-06-01 16.069617659226100 2022-07-01 16.266134702419500 2022-08-01 16.285184533308800 2022-09-01 16.528399650349200 2022-10-01 16.115478482028500 2022-11-01 16.175749759003402 2022-12-01 16.282195456228400 2023-01-01 16.322301780318302 2023-02-01 16.498645651880402 2023-03-01 16.500933378420400 2023-04-01 16.384436034073900 2023-05-01 16.570509194751402 2023-06-01 16.628274202658300 2023-07-01 16.610083709161200 2023-08-01 16.724664224344100 2023-09-01 16.505935688508000 2023-10-01 16.426029937891600 2023-11-01 16.382133761791300 2023-12-01 16.216290831812902 2024-01-01 16.238497714695402 2024-02-01 16.125349754618700 2024-03-01 15.937615810976400 2024-04-01 16.195086704167000