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: Service-Providing in Duluth, MN-WI (MSA) Series ID: SMU27202600700000001SA 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/SMU27202600700000001). 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 89.97114961556970 1990-02-01 89.98207922723840 1990-03-01 90.08116481242360 1990-04-01 90.44073369372930 1990-05-01 90.59189578924610 1990-06-01 89.87354072314270 1990-07-01 90.58612964820030 1990-08-01 91.82181093740842 1990-09-01 91.62506523070910 1990-10-01 91.39465277082421 1990-11-01 92.05599815567930 1990-12-01 91.56781738585458 1991-01-01 91.58794572442949 1991-02-01 91.85524945905960 1991-03-01 91.88178958180320 1991-04-01 90.94577931371750 1991-05-01 91.92473200528521 1991-06-01 91.67763302459859 1991-07-01 92.14986192874470 1991-08-01 93.01725004629449 1991-09-01 92.89721709017809 1991-10-01 93.06870887716980 1991-11-01 93.01556617140041 1991-12-01 93.64419718368510 1992-01-01 94.02265556347851 1992-02-01 93.89924001641040 1992-03-01 93.57228894301420 1992-04-01 94.40772474685079 1992-05-01 94.68976764953770 1992-06-01 95.07319745050150 1992-07-01 94.77958575970491 1992-08-01 94.21668781907829 1992-09-01 94.31957851198290 1992-10-01 93.89539749846409 1992-11-01 93.55342339925379 1992-12-01 93.87073228461941 1993-01-01 94.10172173835609 1993-02-01 93.93670774014950 1993-03-01 94.18589165312940 1993-04-01 94.79911499168850 1993-05-01 94.34482319493930 1993-06-01 94.75994304153510 1993-07-01 94.62303264905071 1993-08-01 94.71868786657791 1993-09-01 95.06774932464609 1993-10-01 95.50098616581540 1993-11-01 95.72358577426658 1993-12-01 95.67776282329710 1994-01-01 96.00599304296681 1994-02-01 96.39109944549040 1994-03-01 96.29462542644150 1994-04-01 96.52666706272600 1994-05-01 96.50969289011900 1994-06-01 96.52867949469730 1994-07-01 97.40634284493160 1994-08-01 97.31464833820878 1994-09-01 97.01995483157330 1994-10-01 97.26734980083540 1994-11-01 97.52961952605641 1994-12-01 97.87002887795641 1995-01-01 98.25374292406009 1995-02-01 98.59905423224458 1995-03-01 98.82554203407620 1995-04-01 98.74689644267960 1995-05-01 98.83604956163960 1995-06-01 99.89651887309660 1995-07-01 100.30130449913000 1995-08-01 99.97128722051430 1995-09-01 101.07966700834801 1995-10-01 101.27101322790900 1995-11-01 101.91470466597201 1995-12-01 101.65349824719200 1996-01-01 101.30708426064200 1996-02-01 101.85614546807100 1996-03-01 101.74589412876699 1996-04-01 102.14470716578600 1996-05-01 102.34180445540899 1996-06-01 102.05831870721100 1996-07-01 101.80724597352100 1996-08-01 102.32354094788799 1996-09-01 102.62659488172200 1996-10-01 102.88443180078100 1996-11-01 103.25718540605000 1996-12-01 103.09950090202899 1997-01-01 103.68852313460500 1997-02-01 103.65141598114900 1997-03-01 103.86560145896200 1997-04-01 103.53538238838000 1997-05-01 103.92049487904200 1997-06-01 104.50675628840400 1997-07-01 104.75071156544200 1997-08-01 105.01348147521700 1997-09-01 105.35541077093000 1997-10-01 107.04795028195700 1997-11-01 105.93867330606700 1997-12-01 105.93976262078500 1998-01-01 106.23073685426300 1998-02-01 106.23468188001301 1998-03-01 105.85927322818700 1998-04-01 106.56823652180901 1998-05-01 108.03172493147301 1998-06-01 108.43514126682301 1998-07-01 107.94585128466100 1998-08-01 107.88004151106001 1998-09-01 107.23969673968700 1998-10-01 107.29518777580601 1998-11-01 107.34513145406099 1998-12-01 107.40660089103599 1999-01-01 107.35331677318500 1999-02-01 106.96412724086700 1999-03-01 107.34391928088300 1999-04-01 108.44132998180500 1999-05-01 108.06101876185000 1999-06-01 108.01630969403900 1999-07-01 108.56121829226900 1999-08-01 108.69693605570100 1999-09-01 108.55803375856300 1999-10-01 109.16981040447000 1999-11-01 109.26060286509501 1999-12-01 110.21508862306000 2000-01-01 110.14050063933901 2000-02-01 110.70616279218201 2000-03-01 111.23254201685900 2000-04-01 111.63462378179199 2000-05-01 111.37625938568199 2000-06-01 111.71671965556500 2000-07-01 111.51146110149200 2000-08-01 111.87274924503001 2000-09-01 111.98894511073900 2000-10-01 111.92892204358601 2000-11-01 112.31744718547100 2000-12-01 112.28509339400900 2001-01-01 111.19806007241800 2001-02-01 111.80139086971400 2001-03-01 111.84033299439301 2001-04-01 111.60802662161899 2001-05-01 111.65374697331700 2001-06-01 112.04236835810500 2001-07-01 111.69012139961000 2001-08-01 111.84659826053199 2001-09-01 111.94278351460400 2001-10-01 112.44011219334801 2001-11-01 112.69118316735100 2001-12-01 112.01008863562800 2002-01-01 112.21488740669800 2002-02-01 111.98195967706700 2002-03-01 111.96039290904200 2002-04-01 111.93368246953100 2002-05-01 111.70315599597700 2002-06-01 111.63515781230801 2002-07-01 112.33768077102600 2002-08-01 112.19375990317100 2002-09-01 112.77599528333100 2002-10-01 112.76685827538500 2002-11-01 113.03913952248900 2002-12-01 112.87791393237801 2003-01-01 112.58170396934300 2003-02-01 113.09780587288100 2003-03-01 112.65704859459400 2003-04-01 112.50651489159901 2003-05-01 112.52887437714300 2003-06-01 112.12754920018300 2003-07-01 111.52388406703100 2003-08-01 111.55881631298000 2003-09-01 112.33097857673900 2003-10-01 111.64955933951799 2003-11-01 110.81647529242800 2003-12-01 111.42897322438299 2004-01-01 111.96895134621401 2004-02-01 111.84630965958200 2004-03-01 111.83400686217100 2004-04-01 112.51769998690399 2004-05-01 112.42024717297899 2004-06-01 111.68567385978500 2004-07-01 112.40310256210900 2004-08-01 112.50449828029801 2004-09-01 112.33366991955799 2004-10-01 111.78930715982500 2004-11-01 112.01713263762100 2004-12-01 112.16457140281200 2005-01-01 112.07516988006300 2005-02-01 112.13121872824000 2005-03-01 112.07661694129801 2005-04-01 112.53176301818900 2005-05-01 112.31498220946600 2005-06-01 112.65004637063100 2005-07-01 112.91244866273100 2005-08-01 112.82271163324499 2005-09-01 113.15562468962798 2005-10-01 113.09292647011699 2005-11-01 113.17710828512399 2005-12-01 113.79281194601000 2006-01-01 114.50410249962700 2006-02-01 114.14563432508400 2006-03-01 114.51877194681400 2006-04-01 113.94071385117701 2006-05-01 113.81469362068300 2006-06-01 114.61867077763000 2006-07-01 114.73273976582700 2006-08-01 115.05235401733299 2006-09-01 114.72207903801800 2006-10-01 114.69943468220700 2006-11-01 115.13026491589399 2006-12-01 115.25132734751900 2007-01-01 115.23430998625500 2007-02-01 115.27162660497600 2007-03-01 115.54713459309600 2007-04-01 115.03767893158800 2007-05-01 115.80918423957100 2007-06-01 116.13698996637200 2007-07-01 115.53303655143000 2007-08-01 115.95368711641198 2007-09-01 116.50635891751000 2007-10-01 116.79866068912500 2007-11-01 116.86841571513500 2007-12-01 116.85865589331101 2008-01-01 116.28226063262899 2008-02-01 116.76565401752100 2008-03-01 116.58606373223600 2008-04-01 116.59078798122800 2008-05-01 116.47992062892800 2008-06-01 116.37851864991300 2008-07-01 116.02559527646500 2008-08-01 116.10448089398199 2008-09-01 116.29815422249001 2008-10-01 116.07972215343901 2008-11-01 115.79177242412399 2008-12-01 115.28685950934299 2009-01-01 115.34892039458299 2009-02-01 114.51406690348101 2009-03-01 114.14587418965401 2009-04-01 114.01036909981400 2009-05-01 113.75708024719600 2009-06-01 113.47186486892001 2009-07-01 114.49353504116800 2009-08-01 113.63166324013500 2009-09-01 113.08612568555999 2009-10-01 113.70866471126800 2009-11-01 113.50157018127700 2009-12-01 113.91141969320499 2010-01-01 114.10435701674700 2010-02-01 114.11292414454500 2010-03-01 114.71297304317700 2010-04-01 115.82332499694500 2010-05-01 115.19661103836599 2010-06-01 115.71482012115900 2010-07-01 115.21322848758100 2010-08-01 115.15631717436199 2010-09-01 114.06678693425400 2010-10-01 114.37641983834499 2010-11-01 114.20277025397199 2010-12-01 114.20270865229200 2011-01-01 114.52616883712500 2011-02-01 114.67828943156700 2011-03-01 114.76466257204399 2011-04-01 115.37317899448000 2011-05-01 114.81363518553300 2011-06-01 114.78231780497299 2011-07-01 112.91676095123199 2011-08-01 113.66100518093100 2011-09-01 114.43185364744000 2011-10-01 114.38420664557300 2011-11-01 114.47597630244900 2011-12-01 114.26896427085899 2012-01-01 113.60723823943400 2012-02-01 114.13670120229700 2012-03-01 113.92415436533001 2012-04-01 114.12307033106899 2012-05-01 114.38914169686899 2012-06-01 114.33898550618000 2012-07-01 114.72526425434600 2012-08-01 115.11931676154200 2012-09-01 115.08048620229499 2012-10-01 115.58213092520799 2012-11-01 115.73816290940000 2012-12-01 115.92418808689900 2013-01-01 115.54909091061200 2013-02-01 116.08955625898300 2013-03-01 116.20880773844300 2013-04-01 116.02942204134800 2013-05-01 116.18299712444099 2013-06-01 115.99201348927500 2013-07-01 116.77410950367400 2013-08-01 117.00002811837000 2013-09-01 116.94520859090400 2013-10-01 116.65343946192700 2013-11-01 116.92261430046400 2013-12-01 116.89802118868900 2014-01-01 117.42284031248501 2014-02-01 117.06533982112900 2014-03-01 117.08035367604799 2014-04-01 116.69490893855401 2014-05-01 116.86829886630301 2014-06-01 117.14272011145500 2014-07-01 117.24230063687500 2014-08-01 117.40331169752899 2014-09-01 117.73778634578400 2014-10-01 117.82026224739900 2014-11-01 119.24947915679300 2014-12-01 119.38818775566999 2015-01-01 117.65255548903900 2015-02-01 117.55422916291201 2015-03-01 117.62597126499399 2015-04-01 117.92907936689300 2015-05-01 118.00298630728600 2015-06-01 118.36847586328699 2015-07-01 118.45001449344600 2015-08-01 118.35451546695200 2015-09-01 118.28369732972400 2015-10-01 118.17148308589701 2015-11-01 118.07498509611000 2015-12-01 118.15587690883301 2016-01-01 119.09219785136101 2016-02-01 118.66033025035401 2016-03-01 118.43860103370100 2016-04-01 118.87468134432400 2016-05-01 118.68979466361200 2016-06-01 117.57401804149201 2016-07-01 118.45682593025500 2016-08-01 118.66669624855000 2016-09-01 118.77974716810600 2016-10-01 119.01812535340700 2016-11-01 118.95348164271100 2016-12-01 118.79035679280199 2017-01-01 119.64577150710899 2017-02-01 119.43204172461000 2017-03-01 119.67820743144300 2017-04-01 119.65764594053400 2017-05-01 118.98244286531799 2017-06-01 119.49818706891100 2017-07-01 119.64877200341299 2017-08-01 119.87261620536600 2017-09-01 120.10547449473499 2017-10-01 119.84392996996600 2017-11-01 119.64936738350401 2017-12-01 119.67093689750300 2018-01-01 119.45923528894801 2018-02-01 119.52619682361299 2018-03-01 119.50720587865000 2018-04-01 119.41853179040800 2018-05-01 119.53687589382400 2018-06-01 119.34334383687599 2018-07-01 118.95219378594601 2018-08-01 118.91757315088499 2018-09-01 118.84442376421100 2018-10-01 118.88077180897498 2018-11-01 118.68679787066601 2018-12-01 118.81511017927400 2019-01-01 118.71505504628700 2019-02-01 118.53239921100800 2019-03-01 118.76181452363501 2019-04-01 118.56312195433600 2019-05-01 118.74879645811501 2019-06-01 118.47331690245800 2019-07-01 118.19127096843201 2019-08-01 117.87703537220400 2019-09-01 117.65229213306401 2019-10-01 118.24432295832700 2019-11-01 118.41481226293101 2019-12-01 118.34223287112400 2020-01-01 118.72638631880800 2020-02-01 118.69265456223800 2020-03-01 117.88871195707199 2020-04-01 101.07904622044902 2020-05-01 99.89091794961180 2020-06-01 104.55479062488500 2020-07-01 106.44530366250200 2020-08-01 108.85781400261000 2020-09-01 109.35621870991200 2020-10-01 110.06671003306500 2020-11-01 109.50198040138599 2020-12-01 107.17731340376400 2021-01-01 109.23052731995700 2021-02-01 109.66774538144500 2021-03-01 110.00337042980000 2021-04-01 110.41971767807800 2021-05-01 110.44447236431600 2021-06-01 110.68666646880900 2021-07-01 111.29675685061100 2021-08-01 111.38366284257201 2021-09-01 111.19744625621700 2021-10-01 112.13682907819000 2021-11-01 112.37279621514999 2021-12-01 112.15357006619400 2022-01-01 111.91496966488800 2022-02-01 111.98738812391301 2022-03-01 111.86612123941299 2022-04-01 111.95224046574499 2022-05-01 112.07107776376800 2022-06-01 112.08793799822200 2022-07-01 112.35897024997900 2022-08-01 112.70081427920100 2022-09-01 113.23555101065901 2022-10-01 112.61613996522499 2022-11-01 112.79909683199499 2022-12-01 112.93381536435500 2023-01-01 113.18160158783900 2023-02-01 113.62163439547199 2023-03-01 113.84281099215099 2023-04-01 113.36133618567101 2023-05-01 113.74497102196800 2023-06-01 114.56200718279699 2023-07-01 113.98089922022400 2023-08-01 113.83387558130800 2023-09-01 113.63847850238301 2023-10-01 113.39178901551500 2023-11-01 113.55935596990300 2023-12-01 113.93651822698601 2024-01-01 114.93987224506200 2024-02-01 113.75291178182100 2024-03-01 114.23620824821200 2024-04-01 113.93422540031099