Title: All Employees: Retail Trade: General Merchandise Stores in Duluth, MN-WI (MSA) Series ID: SMU27202604245200001SA 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 2022-12-01 Last Updated: 2023-01-25 3:15 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 (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/SMU27202604245200001). 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 2.7281583804015100 1990-02-01 2.6398765937545700 1990-03-01 2.6525897180438700 1990-04-01 2.6687876808380800 1990-05-01 2.6927884796794097 1990-06-01 2.7655023899696296 1990-07-01 2.7240667866532600 1990-08-01 2.7802789429642005 1990-09-01 2.7656549674548800 1990-10-01 2.7714726433441500 1990-11-01 2.7616539094800700 1990-12-01 2.7374790359184598 1991-01-01 2.7329903457362996 1991-02-01 2.7390375017675495 1991-03-01 2.7574636054097000 1991-04-01 2.7729235180326700 1991-05-01 2.8000354232546400 1991-06-01 2.7681208481036400 1991-07-01 2.7193986605696296 1991-08-01 2.6728395293637100 1991-09-01 2.8653953238353700 1991-10-01 2.8666686324423902 1991-11-01 2.9454994109287100 1991-12-01 2.9188439960002404 1992-01-01 3.0318772051698600 1992-02-01 3.0441064408644403 1992-03-01 3.0697312555132500 1992-04-01 2.9822370365760200 1992-05-01 3.1176331461985405 1992-06-01 3.0825719809562004 1992-07-01 3.1242370455192994 1992-08-01 3.0742829306542903 1992-09-01 3.0606451016924705 1992-10-01 3.0607031821601005 1992-11-01 3.0399886998918904 1992-12-01 3.1031753890420197 1993-01-01 3.0367230558011205 1993-02-01 3.0434634440154000 1993-03-01 3.0807476902831104 1993-04-01 3.0946035481211003 1993-05-01 3.0202642965184600 1993-06-01 3.0866258767713100 1993-07-01 3.1048846489687300 1993-08-01 3.0635572438825296 1993-09-01 3.0500330018317903 1993-10-01 3.2545943303863902 1993-11-01 3.1344804072446300 1993-12-01 3.1966723723745400 1994-01-01 3.1427358017623903 1994-02-01 3.2532302700789400 1994-03-01 3.1932143108084600 1994-04-01 3.2032752640372800 1994-05-01 3.2318410583808100 1994-06-01 3.1914624341423800 1994-07-01 3.1888797149984995 1994-08-01 3.2598960710578000 1994-09-01 3.2450343635024600 1994-10-01 3.2538075227815098 1994-11-01 3.2246240709094800 1994-12-01 3.2004117704483800 1995-01-01 3.2536377301333700 1995-02-01 3.1532097334758995 1995-03-01 3.2048307492054597 1995-04-01 3.2109202026886500 1995-05-01 3.2233268741364300 1995-06-01 3.2885999207052405 1995-07-01 3.4845870661467404 1995-08-01 3.4596159766596903 1995-09-01 3.4451553507515300 1995-10-01 3.3539010613640500 1995-11-01 3.3162177499905496 1995-12-01 3.2954598841388100 1996-01-01 3.3639096066091700 1996-02-01 3.3631509717133600 1996-03-01 3.3118523584594500 1996-04-01 3.3150472495276900 1996-05-01 3.3123243830589700 1996-06-01 3.3805363382033096 1996-07-01 3.3791709259398700 1996-08-01 3.2596083496643300 1996-09-01 3.3478821517464600 1996-10-01 3.3569730034583998 1996-11-01 3.4093281430339504 1996-12-01 3.3882463224660400 1997-01-01 3.3750679206046500 1997-02-01 3.3640881245604500 1997-03-01 3.4144510740609597 1997-04-01 3.4163433547359300 1997-05-01 3.3974561928286295 1997-06-01 3.2650724521722400 1997-07-01 3.2766951186828397 1997-08-01 3.2707209369387300 1997-09-01 3.2600957406657005 1997-10-01 3.2588319122637897 1997-11-01 3.3226792353595602 1997-12-01 3.3822347111235300 1998-01-01 3.1876086480493200 1998-02-01 3.2646528933855294 1998-03-01 3.1960032506049103 1998-04-01 3.1979971380259200 1998-05-01 3.2824788659157096 1998-06-01 3.3608582771594304 1998-07-01 3.2811407434617696 1998-08-01 3.2834512577304500 1998-09-01 3.2778995848453000 1998-10-01 3.2582622389321300 1998-11-01 3.2315398880653000 1998-12-01 3.1888857536313497 1999-01-01 3.4002093472413395 1999-02-01 3.3636327395901700 1999-03-01 3.3897180386000800 1999-04-01 3.3974977665066600 1999-05-01 3.3767816778981600 1999-06-01 3.4596134670718900 1999-07-01 3.3917832970685100 1999-08-01 3.3955506633599297 1999-09-01 3.3911800968232995 1999-10-01 3.4574041533486004 1999-11-01 3.4196446739688100 1999-12-01 3.4528698230058100 2000-01-01 3.4014594763140900 2000-02-01 3.3636508852431000 2000-03-01 3.3759417515653394 2000-04-01 3.3921682116505400 2000-05-01 3.3803145775851000 2000-06-01 3.3603610316083103 2000-07-01 3.3994477213065695 2000-08-01 3.4013898014384707 2000-09-01 3.3900113383792903 2000-10-01 3.4591241752032205 2000-11-01 3.4209698043035800 2000-12-01 3.3544736604088200 2001-01-01 3.3995522702924400 2001-02-01 3.5700051280184100 2001-03-01 3.5732438087822100 2001-04-01 3.5958299628530197 2001-05-01 3.5899699517361303 2001-06-01 3.5653145275654703 2001-07-01 3.6101846017585400 2001-08-01 3.6126946776952700 2001-09-01 3.5902401377268000 2001-10-01 3.5644383304334504 2001-11-01 3.6021824417798705 2001-12-01 3.5331051390560800 2002-01-01 3.4949550970666400 2002-02-01 3.4716653078065898 2002-03-01 3.4675559317436700 2002-04-01 3.3865503812325900 2002-05-01 3.3865125835920695 2002-06-01 3.3674366457541605 2002-07-01 3.3045432415886200 2002-08-01 3.3049509577986300 2002-09-01 3.3791899008535200 2002-10-01 3.2746202653231400 2002-11-01 3.3137860960696100 2002-12-01 3.3508405552385300 2003-01-01 3.3950226703579505 2003-02-01 3.3756887584132600 2003-03-01 3.3703741731491400 2003-04-01 3.3870846359074505 2003-05-01 3.3803316059329998 2003-06-01 3.3672362277954500 2003-07-01 3.5116313567010202 2003-08-01 3.5090046418158902 2003-09-01 3.5795741545316404 2003-10-01 3.5826001143215000 2003-11-01 3.4901827282991200 2003-12-01 3.5372558113548900 2004-01-01 3.4910924957528300 2004-02-01 3.4833936880702800 2004-03-01 3.4782273202901300 2004-04-01 3.4920885262139400 2004-05-01 3.4761717807400900 2004-06-01 3.4658666836543700 2004-07-01 3.4085433779194303 2004-08-01 3.3994066057038200 2004-09-01 3.3718964688487900 2004-10-01 3.3852631959097303 2004-11-01 3.4873423575941200 2004-12-01 3.4543939125804903 2005-01-01 3.4922439789449900 2005-02-01 3.4910792939832400 2005-03-01 3.4843423779805600 2005-04-01 3.8008203142402900 2005-05-01 3.7728783547500497 2005-06-01 3.6657798280995095 2005-07-01 3.7159223749197200 2005-08-01 3.8028157835742200 2005-09-01 3.6754180446044700 2005-10-01 3.5842194616527200 2005-11-01 3.6713652399004500 2005-12-01 3.6511701791235200 2006-01-01 3.5936252857648100 2006-02-01 3.5966007289789506 2006-03-01 3.5880117884148900 2006-04-01 3.7010407619951100 2006-05-01 3.6632153855637903 2006-06-01 3.6632769133635300 2006-07-01 3.7140807355532300 2006-08-01 3.6890781552523797 2006-09-01 3.6694749298911100 2006-10-01 3.6831672731241203 2006-11-01 3.6752738916260100 2006-12-01 3.6671819847501200 2007-01-01 3.6943225853012502 2007-02-01 3.6993847465935400 2007-03-01 3.7927219724423904 2007-04-01 3.7039438737976402 2007-05-01 3.7630236207765400 2007-06-01 3.7633488498428400 2007-07-01 3.7120241768316697 2007-08-01 3.7797076675347596 2007-09-01 3.7606723743356496 2007-10-01 3.7864401871966202 2007-11-01 3.7736760159376495 2007-12-01 3.7734294185220403 2008-01-01 3.4926030090459400 2008-02-01 3.4881727690644597 2008-03-01 3.4825484871491100 2008-04-01 3.5045762952763795 2008-05-01 3.4607158505025900 2008-06-01 3.4598316945963600 2008-07-01 3.5087386547877997 2008-08-01 3.4631907721321404 2008-09-01 3.5425251998816500 2008-10-01 3.5888687297315096 2008-11-01 3.5048253918212997 2008-12-01 3.5041478485964100 2009-01-01 3.4876370322343600 2009-02-01 3.4835289413483594 2009-03-01 3.4811308840070803 2009-04-01 3.4051730058169500 2009-05-01 3.4687587522363300 2009-06-01 3.4671176401287203 2009-07-01 3.4103362256391400 2009-08-01 3.4558915120589400 2009-09-01 3.3282812009286498 2009-10-01 3.2899654163955896 2009-11-01 3.3199054939636703 2009-12-01 3.3198469204843700 2010-01-01 3.3834661162582700 2010-02-01 3.3756428865064500 2010-03-01 3.3809048935487400 2010-04-01 3.4135272786301600 2010-05-01 3.3720889674772400 2010-06-01 3.4792061658249303 2010-07-01 3.4177126195074400 2010-08-01 3.4471036586104100 2010-09-01 3.4187413157864905 2010-10-01 3.3863635977988302 2010-11-01 3.4084712845518000 2010-12-01 3.4070870631226198 2011-01-01 3.3783942170736700 2011-02-01 3.4775955229321700 2011-03-01 3.4909091768894602 2011-04-01 3.5259627149890000 2011-05-01 3.5847861402039904 2011-06-01 3.5927922452052496 2011-07-01 3.6278071951257700 2011-08-01 3.6384695793218400 2011-09-01 3.7139086607361800 2011-10-01 3.6754661544682000 2011-11-01 3.6809331488836200 2011-12-01 3.6787756060607200 2012-01-01 3.6773734504085200 2012-02-01 3.5802819681332600 2012-03-01 3.6029817592432303 2012-04-01 3.5349470891745400 2012-05-01 3.4846691005248100 2012-06-01 3.3920138938746804 2012-07-01 3.4221073745007002 2012-08-01 3.4302779196482795 2012-09-01 3.4097252767630200 2012-10-01 3.4629527698233700 2012-11-01 3.5015538484321700 2012-12-01 3.4972613363229503 2013-01-01 3.4729801347243603 2013-02-01 3.4773453718147500 2013-03-01 3.4026853000152797 2013-04-01 3.3267241599343995 2013-05-01 3.3912631630016805 2013-06-01 3.2923610493222100 2013-07-01 3.3146777837198700 2013-08-01 3.3269968472412903 2013-09-01 3.3135431380948400 2013-10-01 3.2471489232599904 2013-11-01 3.2344502051622097 2013-12-01 3.3218927002758503 2014-01-01 3.1716430503662996 2014-02-01 3.1651017989485597 2014-03-01 3.1957030191444997 2014-04-01 3.2188287863423700 2014-05-01 3.2937993228871600 2014-06-01 3.3957286223042900 2014-07-01 3.5134842067587800 2014-08-01 3.4306527781296600 2014-09-01 3.4220821713689700 2014-10-01 3.4315543353241402 2014-11-01 3.4353314316662504 2014-12-01 3.4304896148930495 2015-01-01 3.2609503197897000 2015-02-01 3.2592046639342600 2015-03-01 3.3928247821208797 2015-04-01 3.4133493570575695 2015-05-01 3.4070502481339298 2015-06-01 3.3975089806851100 2015-07-01 3.2950569929791100 2015-08-01 3.2291341544620200 2015-09-01 3.2338005111174300 2015-10-01 3.2334147315005100 2015-11-01 3.1672561687528398 2015-12-01 3.1686778664350803 2016-01-01 3.2577677173971700 2016-02-01 3.2516943332391100 2016-03-01 3.1730407908447500 2016-04-01 3.1882842615934996 2016-05-01 3.1001490246638594 2016-06-01 3.0899854550445096 2016-07-01 3.1823199124959100 2016-08-01 3.2365621503597795 2016-09-01 3.2459979829419700 2016-10-01 3.3381710318754600 2016-11-01 3.2662292492410200 2016-12-01 3.2803160027578300 2017-01-01 3.2502811010568400 2017-02-01 3.2453048985839700 2017-03-01 3.2581819741950797 2017-04-01 3.1689156067397897 2017-05-01 3.2099674273928303 2017-06-01 3.1979206699164900 2017-07-01 3.1722954175928700 2017-08-01 3.1392428450551004 2017-09-01 3.1560079660675604 2017-10-01 3.1488755007135100 2017-11-01 3.1743464040176900 2017-12-01 3.2012140124234802 2018-01-01 3.2507143382025900 2018-02-01 3.2426802759478100 2018-03-01 3.2425702098831097 2018-04-01 3.2571372970434300 2018-05-01 3.2059914189970000 2018-06-01 3.0942919335789596 2018-07-01 3.1649207508791300 2018-08-01 3.1454518125378800 2018-09-01 2.9588296967736000 2018-10-01 2.9618073178754300 2018-11-01 2.9903976413786600 2018-12-01 2.9302530430591296 2019-01-01 2.8584126329015500 2019-02-01 2.8344369733593600 2019-03-01 2.8274799791395404 2019-04-01 2.8398465425606902 2019-05-01 2.8927194897839903 2019-06-01 2.7818511957962100 2019-07-01 2.7507202645851600 2019-08-01 2.7403184793728705 2019-09-01 2.7555912470290500 2019-10-01 2.7735822223132700 2019-11-01 2.8109378667885094 2019-12-01 2.7478466989537500 2020-01-01 2.7672989509282100 2020-02-01 2.7326580662523300 2020-03-01 2.7199042254595700 2020-04-01 2.5289571763990297 2020-05-01 2.6762815878368700 2020-06-01 2.7724720840120600 2020-07-01 2.7494695940385800 2020-08-01 2.7444391648297000 2020-09-01 2.7550446407511098 2020-10-01 2.7807901329372204 2020-11-01 2.7280192032453600 2020-12-01 2.7538208922019500 2021-01-01 2.7699620191141900 2021-02-01 2.7278823839785997 2021-03-01 2.8161117758291400 2021-04-01 2.8278759378197997 2021-05-01 2.8773912421802000 2021-06-01 2.8695499090855403 2021-07-01 2.8503631387761300 2021-08-01 2.8462477075925100 2021-09-01 2.8536658785078104 2021-10-01 2.8824380438184303 2021-11-01 2.8368839712292897 2021-12-01 2.9463870762090703 2022-01-01 2.9712341220443896 2022-02-01 3.0276935818984200 2022-03-01 3.0128778020380400 2022-04-01 3.0300182329001100 2022-05-01 2.9720342808963003 2022-06-01 2.9654418039753105 2022-07-01 2.9530214821274400 2022-08-01 2.9495226679867000 2022-09-01 2.9543448341111300 2022-10-01 2.8850800515625000 2022-11-01 2.8476980437143300 2022-12-01 2.8521628879296297