Table Data - All Employees: Professional and Business Services: Employment Services in Minnesota
| Title | All Employees: Professional and Business Services: Employment Services in Minnesota |
|---|---|
| Series ID | SMU27000006056130001SA |
| 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 | 29.517044838784500 |
| 1990-02-01 | 29.741882586034304 |
| 1990-03-01 | 29.219842673579397 |
| 1990-04-01 | 28.490714798576400 |
| 1990-05-01 | 28.397594211379598 |
| 1990-06-01 | 27.961986853501102 |
| 1990-07-01 | 27.936251830160497 |
| 1990-08-01 | 27.819436964949197 |
| 1990-09-01 | 27.832376323158100 |
| 1990-10-01 | 27.279041423570900 |
| 1990-11-01 | 27.323107865194500 |
| 1990-12-01 | 26.663862495927100 |
| 1991-01-01 | 26.443155720581004 |
| 1991-02-01 | 26.076785995700302 |
| 1991-03-01 | 25.882680820754300 |
| 1991-04-01 | 25.827539727892898 |
| 1991-05-01 | 25.747403020198497 |
| 1991-06-01 | 26.187821759839000 |
| 1991-07-01 | 26.604365423507500 |
| 1991-08-01 | 27.208295967369498 |
| 1991-09-01 | 27.755196357067298 |
| 1991-10-01 | 28.326666237974703 |
| 1991-11-01 | 28.774193550189300 |
| 1991-12-01 | 28.537640752947897 |
| 1992-01-01 | 30.455099683669200 |
| 1992-02-01 | 30.858100811820897 |
| 1992-03-01 | 31.553900128489400 |
| 1992-04-01 | 32.845748211013800 |
| 1992-05-01 | 33.161571946484400 |
| 1992-06-01 | 33.658466049641000 |
| 1992-07-01 | 34.759286203608696 |
| 1992-08-01 | 35.081812762123300 |
| 1992-09-01 | 35.131512039713200 |
| 1992-10-01 | 35.694180856373600 |
| 1992-11-01 | 35.381599617753700 |
| 1992-12-01 | 36.472409226958000 |
| 1993-01-01 | 35.981006294436300 |
| 1993-02-01 | 36.126256975201200 |
| 1993-03-01 | 35.371653225629100 |
| 1993-04-01 | 36.360594444137300 |
| 1993-05-01 | 37.122382256055900 |
| 1993-06-01 | 37.375526484574500 |
| 1993-07-01 | 37.398186435982105 |
| 1993-08-01 | 37.889304306831896 |
| 1993-09-01 | 38.663397682152600 |
| 1993-10-01 | 39.531175435209000 |
| 1993-11-01 | 40.446892551131796 |
| 1993-12-01 | 42.120082279825894 |
| 1994-01-01 | 41.439579878123105 |
| 1994-02-01 | 42.092525742623600 |
| 1994-03-01 | 42.743852317119900 |
| 1994-04-01 | 43.380116902802400 |
| 1994-05-01 | 43.830882774779795 |
| 1994-06-01 | 44.069521474356900 |
| 1994-07-01 | 43.849735393614104 |
| 1994-08-01 | 44.176766443071790 |
| 1994-09-01 | 44.584494974693200 |
| 1994-10-01 | 44.662710913161000 |
| 1994-11-01 | 45.622314958979594 |
| 1994-12-01 | 45.890438889026500 |
| 1995-01-01 | 46.060058303507795 |
| 1995-02-01 | 46.131262329886500 |
| 1995-03-01 | 46.490357890410610 |
| 1995-04-01 | 46.383912685768610 |
| 1995-05-01 | 46.529956369846790 |
| 1995-06-01 | 46.077153534134595 |
| 1995-07-01 | 47.396200275909610 |
| 1995-08-01 | 47.948113771499000 |
| 1995-09-01 | 47.924102960462290 |
| 1995-10-01 | 48.127424690116500 |
| 1995-11-01 | 47.093001513198790 |
| 1995-12-01 | 47.870252616358500 |
| 1996-01-01 | 48.257184185924900 |
| 1996-02-01 | 48.867278535744400 |
| 1996-03-01 | 49.142402692345506 |
| 1996-04-01 | 49.222466413604710 |
| 1996-05-01 | 48.919988802234790 |
| 1996-06-01 | 49.217244843634400 |
| 1996-07-01 | 49.390669214466600 |
| 1996-08-01 | 48.963692540461600 |
| 1996-09-01 | 49.608331992681400 |
| 1996-10-01 | 49.729292935846500 |
| 1996-11-01 | 50.169016474230396 |
| 1996-12-01 | 50.531023752352500 |
| 1997-01-01 | 50.866401147606496 |
| 1997-02-01 | 51.432667045127104 |
| 1997-03-01 | 51.490942133634400 |
| 1997-04-01 | 51.485451510537500 |
| 1997-05-01 | 52.293324536317800 |
| 1997-06-01 | 52.450174589073896 |
| 1997-07-01 | 53.115409400607400 |
| 1997-08-01 | 53.677579052986710 |
| 1997-09-01 | 53.673530416653000 |
| 1997-10-01 | 52.517101494888490 |
| 1997-11-01 | 53.869651631186600 |
| 1997-12-01 | 54.232543749882400 |
| 1998-01-01 | 53.863149939802700 |
| 1998-02-01 | 53.853838915156200 |
| 1998-03-01 | 54.028636079454400 |
| 1998-04-01 | 54.322407226641700 |
| 1998-05-01 | 55.140560757152606 |
| 1998-06-01 | 54.606999591212904 |
| 1998-07-01 | 53.937594871327200 |
| 1998-08-01 | 54.075130634759596 |
| 1998-09-01 | 52.891035295074790 |
| 1998-10-01 | 53.521522237848000 |
| 1998-11-01 | 53.910913562400104 |
| 1998-12-01 | 54.166260737203700 |
| 1999-01-01 | 55.393677095148110 |
| 1999-02-01 | 56.179175628123204 |
| 1999-03-01 | 56.315920500813796 |
| 1999-04-01 | 57.159503634867300 |
| 1999-05-01 | 57.519602110908900 |
| 1999-06-01 | 56.869450085678610 |
| 1999-07-01 | 58.071978072063000 |
| 1999-08-01 | 58.225630055957495 |
| 1999-09-01 | 57.536683154041704 |
| 1999-10-01 | 59.666475413995900 |
| 1999-11-01 | 60.255818728631600 |
| 1999-12-01 | 60.901143186645000 |
| 2000-01-01 | 57.577463630057200 |
| 2000-02-01 | 57.086838525097100 |
| 2000-03-01 | 57.825605582421600 |
| 2000-04-01 | 57.597492447648110 |
| 2000-05-01 | 57.384874182261400 |
| 2000-06-01 | 58.409929230390304 |
| 2000-07-01 | 57.921269128491105 |
| 2000-08-01 | 57.761692297944900 |
| 2000-09-01 | 56.805839091246400 |
| 2000-10-01 | 56.457581400587300 |
| 2000-11-01 | 55.616182234000796 |
| 2000-12-01 | 54.527999707062996 |
| 2001-01-01 | 54.996770937020700 |
| 2001-02-01 | 53.000132045217000 |
| 2001-03-01 | 52.362217611053000 |
| 2001-04-01 | 51.532378150588900 |
| 2001-05-01 | 50.519984465074610 |
| 2001-06-01 | 49.511529858952800 |
| 2001-07-01 | 48.617319226716205 |
| 2001-08-01 | 47.744663060054210 |
| 2001-09-01 | 47.383417500264905 |
| 2001-10-01 | 46.001318000130300 |
| 2001-11-01 | 45.607022528601100 |
| 2001-12-01 | 45.140993266626790 |
| 2002-01-01 | 43.977757622606404 |
| 2002-02-01 | 43.836675746987890 |
| 2002-03-01 | 43.281948518492900 |
| 2002-04-01 | 43.282412206139500 |
| 2002-05-01 | 43.881450156287900 |
| 2002-06-01 | 44.639480013594600 |
| 2002-07-01 | 45.682480971820300 |
| 2002-08-01 | 46.684108691938704 |
| 2002-09-01 | 46.379513323803610 |
| 2002-10-01 | 46.157625383214906 |
| 2002-11-01 | 45.896754842243900 |
| 2002-12-01 | 45.725915159818110 |
| 2003-01-01 | 45.329146469918100 |
| 2003-02-01 | 45.575446520062800 |
| 2003-03-01 | 45.211222176774704 |
| 2003-04-01 | 44.273774373784400 |
| 2003-05-01 | 44.490212179580300 |
| 2003-06-01 | 44.234709999107600 |
| 2003-07-01 | 43.798085715520490 |
| 2003-08-01 | 44.383595293482200 |
| 2003-09-01 | 44.720549816922500 |
| 2003-10-01 | 45.174546251352304 |
| 2003-11-01 | 45.357072567002895 |
| 2003-12-01 | 46.064974861441605 |
| 2004-01-01 | 46.870811829427296 |
| 2004-02-01 | 46.950824402985106 |
| 2004-03-01 | 47.361715447771300 |
| 2004-04-01 | 48.632475881352100 |
| 2004-05-01 | 49.258205047151800 |
| 2004-06-01 | 49.289831451236495 |
| 2004-07-01 | 49.235782736531604 |
| 2004-08-01 | 49.278870889818110 |
| 2004-09-01 | 48.325341897009600 |
| 2004-10-01 | 48.418874106240700 |
| 2004-11-01 | 48.754172670594600 |
| 2004-12-01 | 48.816203459951710 |
| 2005-01-01 | 49.267408960447290 |
| 2005-02-01 | 49.740677168334210 |
| 2005-03-01 | 50.482502559248800 |
| 2005-04-01 | 50.876306485676400 |
| 2005-05-01 | 51.716645389891400 |
| 2005-06-01 | 50.986413257981400 |
| 2005-07-01 | 50.194228183584700 |
| 2005-08-01 | 51.328134544701500 |
| 2005-09-01 | 51.979928935316400 |
| 2005-10-01 | 53.115679643405510 |
| 2005-11-01 | 53.584244106527800 |
| 2005-12-01 | 53.990722112594900 |
| 2006-01-01 | 56.658482200641700 |
| 2006-02-01 | 56.331689979609610 |
| 2006-03-01 | 55.345634265674600 |
| 2006-04-01 | 55.451321878497296 |
| 2006-05-01 | 55.814128778306895 |
| 2006-06-01 | 56.480199687721790 |
| 2006-07-01 | 57.595358628414004 |
| 2006-08-01 | 57.626501280810790 |
| 2006-09-01 | 58.519921645449490 |
| 2006-10-01 | 58.429770120771600 |
| 2006-11-01 | 58.528622852899800 |
| 2006-12-01 | 58.190159883083710 |
| 2007-01-01 | 57.258666524667795 |
| 2007-02-01 | 57.236485043504200 |
| 2007-03-01 | 57.887466004525200 |
| 2007-04-01 | 58.299324999912800 |
| 2007-05-01 | 58.109691643149100 |
| 2007-06-01 | 57.953321722681800 |
| 2007-07-01 | 56.020021565753300 |
| 2007-08-01 | 57.455067671286110 |
| 2007-09-01 | 57.066010785634006 |
| 2007-10-01 | 53.467039949865700 |
| 2007-11-01 | 53.707042127914500 |
| 2007-12-01 | 54.145501755620790 |
| 2008-01-01 | 54.531695517689000 |
| 2008-02-01 | 54.492689397966790 |
| 2008-03-01 | 54.376600756508210 |
| 2008-04-01 | 52.683227750140300 |
| 2008-05-01 | 53.167933852015900 |
| 2008-06-01 | 52.874134232324494 |
| 2008-07-01 | 52.260139678367004 |
| 2008-08-01 | 51.682911528936500 |
| 2008-09-01 | 50.900197871540100 |
| 2008-10-01 | 49.576427536269506 |
| 2008-11-01 | 47.912337980233900 |
| 2008-12-01 | 46.355863126743790 |
| 2009-01-01 | 44.785978277337506 |
| 2009-02-01 | 43.610298796684000 |
| 2009-03-01 | 42.054260208996600 |
| 2009-04-01 | 40.721033564133800 |
| 2009-05-01 | 40.804836462792295 |
| 2009-06-01 | 40.570822859312700 |
| 2009-07-01 | 40.330367280108900 |
| 2009-08-01 | 41.015316215409500 |
| 2009-09-01 | 39.674531224703200 |
| 2009-10-01 | 42.763754374121596 |
| 2009-11-01 | 44.127973763979600 |
| 2009-12-01 | 45.130491947861394 |
| 2010-01-01 | 45.586058431334200 |
| 2010-02-01 | 46.104250540388200 |
| 2010-03-01 | 47.265870434443290 |
| 2010-04-01 | 49.112688753162004 |
| 2010-05-01 | 50.197696554314000 |
| 2010-06-01 | 50.718454101520900 |
| 2010-07-01 | 51.344958613950600 |
| 2010-08-01 | 52.804725642989700 |
| 2010-09-01 | 51.543643684789200 |
| 2010-10-01 | 51.387096765891506 |
| 2010-11-01 | 52.927362376483600 |
| 2010-12-01 | 52.722440381202710 |
| 2011-01-01 | 54.944881430578604 |
| 2011-02-01 | 55.293846309064800 |
| 2011-03-01 | 55.458805414969000 |
| 2011-04-01 | 56.462367745524900 |
| 2011-05-01 | 56.464453341651900 |
| 2011-06-01 | 56.819135149379400 |
| 2011-07-01 | 57.468777498712300 |
| 2011-08-01 | 58.060591089797110 |
| 2011-09-01 | 58.358080740961400 |
| 2011-10-01 | 58.597722507218200 |
| 2011-11-01 | 58.562290223731200 |
| 2011-12-01 | 58.380755354320400 |
| 2012-01-01 | 58.909107352192000 |
| 2012-02-01 | 59.103958832527400 |
| 2012-03-01 | 59.692486837356604 |
| 2012-04-01 | 59.869718773840500 |
| 2012-05-01 | 59.779872126292800 |
| 2012-06-01 | 59.884096281172600 |
| 2012-07-01 | 60.500316581255596 |
| 2012-08-01 | 60.520380703679600 |
| 2012-09-01 | 60.769881929671900 |
| 2012-10-01 | 60.345871592476600 |
| 2012-11-01 | 60.357201779096300 |
| 2012-12-01 | 60.509896620446604 |
| 2013-01-01 | 61.093797101945896 |
| 2013-02-01 | 61.885772135276900 |
| 2013-03-01 | 61.930589456942800 |
| 2013-04-01 | 61.428318835254494 |
| 2013-05-01 | 60.827301302812700 |
| 2013-06-01 | 62.251130802522404 |
| 2013-07-01 | 61.017263324922700 |
| 2013-08-01 | 63.288632452372205 |
| 2013-09-01 | 61.725489863905400 |
| 2013-10-01 | 62.846462407415200 |
| 2013-11-01 | 61.424157897567600 |
| 2013-12-01 | 61.783385276405300 |
| 2014-01-01 | 61.184507890354205 |
| 2014-02-01 | 60.962254171814500 |
| 2014-03-01 | 61.226751477399795 |
| 2014-04-01 | 61.120577130339800 |
| 2014-05-01 | 61.253102146785004 |
| 2014-06-01 | 61.578116360201900 |
| 2014-07-01 | 61.497175560283700 |
| 2014-08-01 | 63.771728123105895 |
| 2014-09-01 | 61.456480927342100 |
| 2014-10-01 | 61.812154954469100 |
| 2014-11-01 | 63.632956336602405 |
| 2014-12-01 | 61.948300214055200 |
| 2015-01-01 | 61.147268436834790 |
| 2015-02-01 | 60.916639743803100 |
| 2015-03-01 | 60.918702046848004 |
| 2015-04-01 | 60.988915798040710 |
| 2015-05-01 | 61.852186855432606 |
| 2015-06-01 | 61.721382782275500 |
| 2015-07-01 | 61.904296832054605 |
| 2015-08-01 | 62.258659918479005 |
| 2015-09-01 | 59.293063735177796 |
| 2015-10-01 | 62.657817325526890 |
| 2015-11-01 | 63.050818317515790 |
| 2015-12-01 | 61.855543761376000 |
| 2016-01-01 | 61.581378264051710 |
| 2016-02-01 | 61.345802043198900 |
| 2016-03-01 | 60.314956690081300 |
| 2016-04-01 | 60.637508650417600 |
| 2016-05-01 | 60.034817440605710 |
| 2016-06-01 | 60.238942687852200 |
| 2016-07-01 | 60.611268526322300 |
| 2016-08-01 | 59.897802477665000 |
| 2016-09-01 | 61.519486291032294 |
| 2016-10-01 | 61.731313647229500 |
| 2016-11-01 | 59.954131599859295 |
| 2016-12-01 | 60.241119342558300 |
| 2017-01-01 | 59.897474969422100 |
| 2017-02-01 | 59.625564927750900 |
| 2017-03-01 | 59.347660441972295 |
| 2017-04-01 | 59.435718212317106 |
| 2017-05-01 | 58.685368619994500 |
| 2017-06-01 | 58.888731361516400 |
| 2017-07-01 | 58.793568137385210 |
| 2017-08-01 | 58.921618829950800 |
| 2017-09-01 | 59.114148184330000 |
| 2017-10-01 | 58.518410079902600 |
| 2017-11-01 | 59.618136252843506 |
| 2017-12-01 | 59.383965585294504 |
| 2018-01-01 | 59.863296259424400 |
| 2018-02-01 | 59.866309387456000 |
| 2018-03-01 | 59.995542730543900 |
| 2018-04-01 | 60.335952021033000 |
| 2018-05-01 | 60.605381733675000 |
| 2018-06-01 | 60.025123916943100 |
| 2018-07-01 | 60.194028703023000 |
| 2018-08-01 | 60.145810003612795 |
| 2018-09-01 | 60.173292955979210 |
| 2018-10-01 | 60.593339603307100 |
| 2018-11-01 | 60.599846153787700 |
| 2018-12-01 | 61.003305653579105 |
| 2019-01-01 | 61.912867122463894 |
| 2019-02-01 | 61.011271697494600 |
| 2019-03-01 | 61.063149600566700 |
| 2019-04-01 | 60.543392700044400 |
| 2019-05-01 | 60.891734312747495 |
| 2019-06-01 | 60.520287291963996 |
| 2019-07-01 | 59.766129138712500 |
| 2019-08-01 | 59.628102233571100 |
| 2019-09-01 | 58.863873541824700 |
| 2019-10-01 | 59.627461478514300 |
| 2019-11-01 | 60.062530489292605 |
| 2019-12-01 | 58.791250720026700 |
| 2020-01-01 | 58.545525427738700 |
| 2020-02-01 | 59.219811899333294 |
| 2020-03-01 | 57.766051858047504 |
| 2020-04-01 | 43.219609160879294 |
| 2020-05-01 | 41.293748963657200 |
| 2020-06-01 | 44.500348667606296 |
| 2020-07-01 | 46.293878948805800 |
| 2020-08-01 | 48.248886554296400 |
| 2020-09-01 | 46.598045313832294 |
| 2020-10-01 | 50.673214124491900 |
| 2020-11-01 | 53.070748653425504 |
| 2020-12-01 | 53.399396666885700 |
| 2021-01-01 | 54.715957531181296 |
| 2021-02-01 | 55.589711488360500 |
| 2021-03-01 | 56.400269233240700 |
| 2021-04-01 | 56.529190829720400 |
| 2021-05-01 | 56.987735984114710 |
| 2021-06-01 | 57.343809184744100 |
| 2021-07-01 | 57.096221292792500 |
| 2021-08-01 | 57.209177429167205 |
| 2021-09-01 | 55.043358381910200 |
| 2021-10-01 | 58.330674645442400 |
| 2021-11-01 | 58.435899213664290 |
| 2021-12-01 | 59.865050395394400 |
| 2022-01-01 | 59.699310737335300 |
| 2022-02-01 | 61.269443426087996 |
| 2022-03-01 | 60.434686305069100 |
| 2022-04-01 | 61.065859834028300 |
| 2022-05-01 | 61.021445906661995 |
| 2022-06-01 | 60.871727381499400 |
| 2022-07-01 | 61.095320800240710 |
| 2022-08-01 | 60.633628120831496 |
| 2022-09-01 | 62.665860340080100 |
| 2022-10-01 | 60.292112363960800 |
| 2022-11-01 | 59.511008965075000 |
| 2022-12-01 | 59.088298955615700 |
| 2023-01-01 | 59.689367294901600 |
| 2023-02-01 | 59.032149633950500 |
| 2023-03-01 | 58.521556038049496 |
| 2023-04-01 | 57.565562594980705 |
| 2023-05-01 | 56.653491894382704 |
| 2023-06-01 | 57.418434773559000 |
| 2023-07-01 | 54.875272112650606 |
| 2023-08-01 | 53.848445414447500 |
| 2023-09-01 | 53.199287410078700 |
| 2023-10-01 | 52.530571603320894 |
| 2023-11-01 | 52.442094137892000 |
| 2023-12-01 | 51.134587293613000 |
| 2024-01-01 | 51.252663339081100 |
| 2024-02-01 | 50.902515313101400 |
| 2024-03-01 | 50.667575673594290 |
| 2024-04-01 | 50.351381354773000 |
| 2024-05-01 | 49.947322092579405 |
| 2024-06-01 | 49.029371836231604 |
| 2024-07-01 | 48.882363518899710 |
| 2024-08-01 | 49.434737813975710 |
| 2024-09-01 | 48.290755969858210 |
| 2024-10-01 | 47.221404513375000 |
| 2024-11-01 | 46.291396405528495 |
