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 2024-03-01 Last Updated: 2024-04-20 5:27 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 15.530959124082802 1990-02-01 15.570315349901199 1990-03-01 15.728592067639301 1990-04-01 16.067182787997000 1990-05-01 16.278822464309500 1990-06-01 16.265548679259500 1990-07-01 16.343677364975400 1990-08-01 16.417731706731100 1990-09-01 16.535081120485900 1990-10-01 16.420574433653600 1990-11-01 16.432299699356800 1990-12-01 16.103749429903100 1991-01-01 17.033297719409400 1991-02-01 16.770036852742802 1991-03-01 16.630864245522197 1991-04-01 16.669133928833500 1991-05-01 16.691097451339600 1991-06-01 16.655097776393700 1991-07-01 16.846667343008498 1991-08-01 16.819783001596000 1991-09-01 16.747041498932000 1991-10-01 16.397091906192900 1991-11-01 16.306373155040700 1991-12-01 15.911259210656400 1992-01-01 14.851571248093500 1992-02-01 14.968440050783801 1992-03-01 14.820392829509098 1992-04-01 14.492677405888000 1992-05-01 14.411174238907401 1992-06-01 14.640132972281402 1992-07-01 14.046960747014001 1992-08-01 14.023165596608100 1992-09-01 13.975656162568100 1992-10-01 14.057227973021400 1992-11-01 14.043921906229501 1992-12-01 14.117860436231000 1993-01-01 13.985451306519101 1993-02-01 13.877456539635400 1993-03-01 13.916220133945000 1993-04-01 14.027211746282900 1993-05-01 13.921117826612000 1993-06-01 14.006486303869500 1993-07-01 14.061431036393800 1993-08-01 13.936364352317400 1993-09-01 13.826151530355801 1993-10-01 14.202346888735000 1993-11-01 14.256857169747500 1993-12-01 14.203500511843400 1994-01-01 14.522696205367902 1994-02-01 14.594627468758302 1994-03-01 14.532571800341900 1994-04-01 14.673939523643300 1994-05-01 14.620637126367200 1994-06-01 14.781160385210200 1994-07-01 14.755016080717500 1994-08-01 14.949823283143802 1994-09-01 14.979045088938902 1994-10-01 14.960826785178800 1994-11-01 14.871573459396400 1994-12-01 14.898357735474699 1995-01-01 14.837495263551302 1995-02-01 15.006930075191800 1995-03-01 15.257486284661500 1995-04-01 15.117118505824699 1995-05-01 15.310225054721698 1995-06-01 15.055923268061800 1995-07-01 15.463733955446200 1995-08-01 15.450597800469000 1995-09-01 15.418950642603700 1995-10-01 15.342817310914100 1995-11-01 15.419034594418200 1995-12-01 15.586047931112800 1996-01-01 15.037130053248902 1996-02-01 15.115142530265600 1996-03-01 15.077412497829100 1996-04-01 15.243200965328800 1996-05-01 15.799563474855098 1996-06-01 15.448272444550000 1996-07-01 15.264448080165801 1996-08-01 15.232777104636199 1996-09-01 15.237439997861301 1996-10-01 15.569847913095300 1996-11-01 15.697458604084000 1996-12-01 15.694659412551400 1997-01-01 15.523410481791698 1997-02-01 15.409863317259500 1997-03-01 15.174215812960300 1997-04-01 15.131618844651600 1997-05-01 15.292256210490100 1997-06-01 15.126993289319598 1997-07-01 15.494072028991100 1997-08-01 15.424086276599901 1997-09-01 15.571801196399400 1997-10-01 15.610332531288600 1997-11-01 15.690282235702200 1997-12-01 15.794765821085500 1998-01-01 16.105732911053100 1998-02-01 16.002380351589700 1998-03-01 16.054342801706902 1998-04-01 15.581491402581001 1998-05-01 15.394807523424099 1998-06-01 15.817179933291900 1998-07-01 15.720495385071398 1998-08-01 15.812185003857698 1998-09-01 15.814859336353500 1998-10-01 15.760579545245200 1998-11-01 15.707307243325200 1998-12-01 15.816920579283302 1999-01-01 15.882679821362801 1999-02-01 15.865411956879600 1999-03-01 16.013225670799400 1999-04-01 16.315825381739100 1999-05-01 16.312677345021000 1999-06-01 16.399207874618400 1999-07-01 17.567130164954100 1999-08-01 17.580119656009700 1999-09-01 17.578248399114400 1999-10-01 17.213154447971900 1999-11-01 17.138238063648800 1999-12-01 16.827155697204500 2000-01-01 16.371015506079400 2000-02-01 16.621000273667500 2000-03-01 16.451106663085900 2000-04-01 16.349454168418300 2000-05-01 16.240081257871200 2000-06-01 16.210590906686900 2000-07-01 16.100321970584600 2000-08-01 15.934536959180601 2000-09-01 16.137536613541698 2000-10-01 16.662712193823200 2000-11-01 16.570622213322302 2000-12-01 16.525730106348000 2001-01-01 16.466942073287200 2001-02-01 16.468312112977500 2001-03-01 16.601886199260303 2001-04-01 16.596362133176402 2001-05-01 16.475029260459300 2001-06-01 16.429774641460800 2001-07-01 16.336289917597100 2001-08-01 15.770906181502700 2001-09-01 16.209460136127802 2001-10-01 16.402073720550000 2001-11-01 16.091031252388998 2001-12-01 15.886724097109600 2002-01-01 16.158221262075300 2002-02-01 16.226398112455800 2002-03-01 16.068980426465900 2002-04-01 16.067966327427700 2002-05-01 16.124784902190402 2002-06-01 16.189998253063600 2002-07-01 15.947541887377800 2002-08-01 15.986192219316500 2002-09-01 15.654549132656500 2002-10-01 15.527183984729500 2002-11-01 15.523847471021700 2002-12-01 15.451321311183900 2003-01-01 15.426768151993599 2003-02-01 15.381079278357700 2003-03-01 15.350386782659301 2003-04-01 14.962457288152098 2003-05-01 14.794176181931000 2003-06-01 14.463998807444700 2003-07-01 14.659422750917000 2003-08-01 14.072770473252600 2003-09-01 14.283168429801801 2003-10-01 14.163096792447600 2003-11-01 14.052020526295600 2003-12-01 14.006135755890801 2004-01-01 13.381879556612000 2004-02-01 13.440933338239699 2004-03-01 13.738913261219098 2004-04-01 13.953911528703198 2004-05-01 13.983211204546098 2004-06-01 14.065789204713301 2004-07-01 13.962501602045501 2004-08-01 14.260094612195600 2004-09-01 14.094823902789200 2004-10-01 14.091799706065100 2004-11-01 14.062404534618098 2004-12-01 14.274122809782500 2005-01-01 13.831830387279698 2005-02-01 13.794361769559801 2005-03-01 13.836855729129200 2005-04-01 13.845661457724800 2005-05-01 14.383951839101801 2005-06-01 14.057087437852399 2005-07-01 14.173898644568400 2005-08-01 14.155374150889301 2005-09-01 14.218632150843801 2005-10-01 14.213952388902800 2005-11-01 13.851941641997900 2005-12-01 14.040744334967501 2006-01-01 14.287479937699600 2006-02-01 14.251399194996100 2006-03-01 14.331986883892801 2006-04-01 14.235959590171900 2006-05-01 14.176172757784400 2006-06-01 14.143922350961300 2006-07-01 14.177583611385698 2006-08-01 14.178952168070600 2006-09-01 14.248396937983802 2006-10-01 14.116196383660300 2006-11-01 14.233407086802401 2006-12-01 14.435263373264402 2007-01-01 14.457130753328700 2007-02-01 14.506957837817700 2007-03-01 14.417841902257500 2007-04-01 14.621993809520600 2007-05-01 14.146999072346300 2007-06-01 14.303071508358100 2007-07-01 14.676876536194198 2007-08-01 15.033367526142499 2007-09-01 14.781956099485900 2007-10-01 14.920671363362300 2007-11-01 15.227185227407801 2007-12-01 15.040818972620098 2008-01-01 15.042007889621000 2008-02-01 15.068930151480801 2008-03-01 14.992467103997400 2008-04-01 14.789794358871300 2008-05-01 14.678256834088400 2008-06-01 14.853945327427500 2008-07-01 14.573350481227699 2008-08-01 15.136272778643200 2008-09-01 14.800585247974801 2008-10-01 14.912122885614700 2008-11-01 14.825459709906399 2008-12-01 14.864950116726300 2009-01-01 14.852005716852400 2009-02-01 14.743221096733100 2009-03-01 14.658386010310302 2009-04-01 14.648786927759600 2009-05-01 14.674864884328900 2009-06-01 14.578790809293000 2009-07-01 14.570445997453598 2009-08-01 15.082890822829599 2009-09-01 14.402158057433100 2009-10-01 14.299142364959400 2009-11-01 14.338156729724900 2009-12-01 14.091206677789600 2010-01-01 13.870783057328000 2010-02-01 13.831524811261001 2010-03-01 13.824096054147400 2010-04-01 13.799365100188998 2010-05-01 13.749078151494698 2010-06-01 13.788102437695198 2010-07-01 13.866738224890002 2010-08-01 14.275991743288000 2010-09-01 13.776742089029801 2010-10-01 13.882001301630302 2010-11-01 13.843896683583200 2010-12-01 13.820220286672301 2011-01-01 14.200217267394303 2011-02-01 14.227142433596000 2011-03-01 14.282721313404100 2011-04-01 14.357685259691902 2011-05-01 14.328778886250800 2011-06-01 14.181108394977901 2011-07-01 14.048112606075700 2011-08-01 14.612943866593199 2011-09-01 14.032123483129801 2011-10-01 13.667924877978100 2011-11-01 13.747412418522199 2011-12-01 13.732827955480198 2012-01-01 13.717260178825601 2012-02-01 13.725838944354000 2012-03-01 13.656665979578099 2012-04-01 13.620129109160600 2012-05-01 13.720904054361900 2012-06-01 13.567578173816500 2012-07-01 13.629071261583800 2012-08-01 14.670895555353699 2012-09-01 13.668690139770401 2012-10-01 13.752138253184500 2012-11-01 13.932463759851197 2012-12-01 13.533708902475300 2013-01-01 14.132221555029500 2013-02-01 14.229368057939599 2013-03-01 14.335485569729700 2013-04-01 14.416278020568500 2013-05-01 14.323412148082099 2013-06-01 14.441556726869800 2013-07-01 14.398705110020700 2013-08-01 13.929399310117303 2013-09-01 14.512103451573400 2013-10-01 14.527208414898000 2013-11-01 14.504055483791802 2013-12-01 14.632050273406500 2014-01-01 14.238236897801800 2014-02-01 14.344374866918800 2014-03-01 14.325054358717900 2014-04-01 14.333432223582099 2014-05-01 14.320238951511700 2014-06-01 14.709433504541900 2014-07-01 14.576237535231400 2014-08-01 14.360896769680199 2014-09-01 14.667214026066999 2014-10-01 14.696544138320801 2014-11-01 14.758475485724900 2014-12-01 14.824777233177100 2015-01-01 14.858451964123800 2015-02-01 14.871352762250800 2015-03-01 14.822058184497001 2015-04-01 14.974568588453000 2015-05-01 14.907228985136301 2015-06-01 14.975064625303200 2015-07-01 15.245103092846300 2015-08-01 14.849202648725400 2015-09-01 15.251852892042699 2015-10-01 15.054059603521700 2015-11-01 15.114669733121400 2015-12-01 15.225620261965500 2016-01-01 15.580528756350999 2016-02-01 15.403822995247000 2016-03-01 15.533472333344900 2016-04-01 15.526544360221500 2016-05-01 15.582056631165600 2016-06-01 15.645304468821399 2016-07-01 15.616176282726700 2016-08-01 15.582775804573698 2016-09-01 15.646159496116500 2016-10-01 15.700496403443500 2016-11-01 15.682635297153801 2016-12-01 15.432156449557700 2017-01-01 15.718290908993099 2017-02-01 15.942465402305300 2017-03-01 15.768374839970699 2017-04-01 15.701023490718601 2017-05-01 15.740015798699200 2017-06-01 15.606304384528300 2017-07-01 15.361688693071500 2017-08-01 15.470601411673900 2017-09-01 15.360472367116600 2017-10-01 15.345273715813502 2017-11-01 15.461064692027900 2017-12-01 15.438851946770502 2018-01-01 15.366533080339000 2018-02-01 15.797645188095100 2018-03-01 15.430207303765500 2018-04-01 15.779500916300900 2018-05-01 15.290407242769101 2018-06-01 15.254155549870800 2018-07-01 15.295011420195301 2018-08-01 15.320161433403499 2018-09-01 15.378751628295698 2018-10-01 15.485781727228698 2018-11-01 15.543492137621698 2018-12-01 15.542856933769400 2019-01-01 15.628291176383100 2019-02-01 15.676221023013500 2019-03-01 15.823671856467900 2019-04-01 15.965489090903600 2019-05-01 15.440503033139999 2019-06-01 15.587895288853700 2019-07-01 15.288120610832800 2019-08-01 15.745144261420698 2019-09-01 15.787402234094902 2019-10-01 15.843052547838500 2019-11-01 15.741877944147100 2019-12-01 15.754769354705902 2020-01-01 15.788344144009600 2020-02-01 15.963026049298598 2020-03-01 15.932015743861600 2020-04-01 14.750863366209400 2020-05-01 15.193876963069900 2020-06-01 15.114764744194200 2020-07-01 15.170035439682099 2020-08-01 14.957741953668098 2020-09-01 14.973589892747200 2020-10-01 14.913288750281598 2020-11-01 14.947206400720699 2020-12-01 15.186303950002700 2021-01-01 15.140112727364700 2021-02-01 15.149963328007200 2021-03-01 15.249554384766700 2021-04-01 15.333287744011400 2021-05-01 16.247189984799302 2021-06-01 15.335961269627600 2021-07-01 15.248079280589600 2021-08-01 15.367778567384200 2021-09-01 15.347475331744599 2021-10-01 15.710110917280600 2021-11-01 15.662425708247099 2021-12-01 15.625741701572098 2022-01-01 15.678311124012401 2022-02-01 15.621605431579402 2022-03-01 15.547554338388801 2022-04-01 15.892232913017700 2022-05-01 16.005565106678800 2022-06-01 16.071612282651300 2022-07-01 16.267756264332200 2022-08-01 16.290909127992800 2022-09-01 16.524038285377500 2022-10-01 16.107793355349100 2022-11-01 16.164360332769400 2022-12-01 16.267227078437300 2023-01-01 16.303092686759600 2023-02-01 16.474499333503500 2023-03-01 16.523703418905598 2023-04-01 16.426933963593400 2023-05-01 16.579125365794898 2023-06-01 16.631995542073700 2023-07-01 16.612115338151000 2023-08-01 16.731615153466198 2023-09-01 16.500939041490700 2023-10-01 16.417402238398900 2023-11-01 16.369406629003198 2023-12-01 16.199392006990800 2024-01-01 16.216588642593802 2024-02-01 16.097337563835900 2024-03-01 15.963367301662700