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: Trade, Transportation, and Utilities in South Bend-Mishawaka, IN-MI (MSA) Series ID: SOUT718TRAD Source: U.S. Bureau of Labor Statistics Release: State Employment and Unemployment Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-03-01 Last Updated: 2024-04-20 5:01 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/SOUT718TRADN). 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 27.731174452809896 1990-02-01 27.834059434563304 1990-03-01 27.773037697691100 1990-04-01 27.843848005823602 1990-05-01 27.637694624387898 1990-06-01 27.575381368009600 1990-07-01 27.592546021702300 1990-08-01 27.564184034770400 1990-09-01 27.756269812187100 1990-10-01 27.289886112016603 1990-11-01 27.118253291732398 1990-12-01 27.179434145486802 1991-01-01 27.145398010423400 1991-02-01 27.246923298298697 1991-03-01 27.182225990474200 1991-04-01 27.135952998617302 1991-05-01 27.121095225870900 1991-06-01 26.928956355214300 1991-07-01 26.983989336383700 1991-08-01 26.959766264482300 1991-09-01 27.083969128240600 1991-10-01 26.810364577495200 1991-11-01 26.834205010618100 1991-12-01 26.793808777616000 1992-01-01 26.652018825993700 1992-02-01 26.356532072076998 1992-03-01 26.788102295529598 1992-04-01 26.239718174439100 1992-05-01 25.998898232502604 1992-06-01 26.332179553897300 1992-07-01 26.364917332080900 1992-08-01 26.453586229723502 1992-09-01 26.624833529246500 1992-10-01 27.055066192758400 1992-11-01 26.757449222378500 1992-12-01 26.691481329150400 1993-01-01 26.971266455246703 1993-02-01 26.987872665126800 1993-03-01 26.904224330207800 1993-04-01 26.848345020001800 1993-05-01 26.787714038781600 1993-06-01 26.594325254738003 1993-07-01 26.814160152558397 1993-08-01 26.812582649979900 1993-09-01 27.088340698564500 1993-10-01 27.723307021145395 1993-11-01 27.897770723108202 1993-12-01 27.890488265460400 1994-01-01 27.900876856004200 1994-02-01 28.110602697020700 1994-03-01 28.301411723627602 1994-04-01 28.667538921587802 1994-05-01 28.786703890422803 1994-06-01 28.875432304441198 1994-07-01 28.547460770331398 1994-08-01 28.567803557381502 1994-09-01 28.369141678069400 1994-10-01 28.064372596254500 1994-11-01 28.010631165524000 1994-12-01 28.154712183864900 1995-01-01 28.663935753404104 1995-02-01 28.867360100118000 1995-03-01 29.409005547406398 1995-04-01 28.872854239275604 1995-05-01 28.998878823195100 1995-06-01 29.388637092782897 1995-07-01 29.177432329156105 1995-08-01 29.177604806769900 1995-09-01 29.345940246005302 1995-10-01 28.996333041261398 1995-11-01 29.124588360360303 1995-12-01 29.436372433161804 1996-01-01 29.119826989301800 1996-02-01 29.018939287628697 1996-03-01 28.888165284362003 1996-04-01 28.972625506029500 1996-05-01 28.927363679091200 1996-06-01 29.171522355162800 1996-07-01 29.325747303871500 1996-08-01 29.491434267196002 1996-09-01 29.087645634456898 1996-10-01 29.096346217680896 1996-11-01 29.225546574065600 1996-12-01 29.309049244478000 1997-01-01 29.256014390391897 1997-02-01 29.492717097598500 1997-03-01 29.685208709657196 1997-04-01 29.354715626339400 1997-05-01 29.755837855550197 1997-06-01 29.691307520750800 1997-07-01 29.795522030257600 1997-08-01 29.693498455266000 1997-09-01 29.804446555960700 1997-10-01 30.201941658333503 1997-11-01 30.328459311757000 1997-12-01 30.224797905289197 1998-01-01 29.954328697649200 1998-02-01 29.929314321629000 1998-03-01 29.963928579465900 1998-04-01 30.141562568464200 1998-05-01 30.093701004823700 1998-06-01 30.035954744921497 1998-07-01 30.076161728052696 1998-08-01 30.329481261320800 1998-09-01 30.205859128939300 1998-10-01 30.386061383546000 1998-11-01 30.423625384249500 1998-12-01 30.353690634626304 1999-01-01 29.939879283137900 1999-02-01 30.449697858193396 1999-03-01 30.769793177977398 1999-04-01 30.829586512452302 1999-05-01 30.735666949276400 1999-06-01 30.662266915649100 1999-07-01 30.954369726838397 1999-08-01 31.058967075486002 1999-09-01 31.175834718800100 1999-10-01 31.208431928090300 1999-11-01 31.039872710523895 1999-12-01 31.206779821737700 2000-01-01 31.413248449136898 2000-02-01 31.334422997994200 2000-03-01 31.370487168209400 2000-04-01 31.645065601487600 2000-05-01 31.784118068175395 2000-06-01 31.669878123684100 2000-07-01 31.425177020529798 2000-08-01 31.615687624954700 2000-09-01 31.613027349871100 2000-10-01 31.430306696722198 2000-11-01 31.657224746524800 2000-12-01 31.648617965673400 2001-01-01 31.794310536985800 2001-02-01 31.724923723322600 2001-03-01 31.493041026924800 2001-04-01 30.881610214408198 2001-05-01 30.920295106110200 2001-06-01 30.968501755907700 2001-07-01 30.779989690852197 2001-08-01 30.482588123766302 2001-09-01 30.151704893445200 2001-10-01 30.147197501995700 2001-11-01 29.955714264432803 2001-12-01 29.789925157267800 2002-01-01 29.690927663011898 2002-02-01 29.711122380528604 2002-03-01 29.602254202063197 2002-04-01 29.138488147721500 2002-05-01 29.354461594489700 2002-06-01 29.477878394698200 2002-07-01 29.629139292860300 2002-08-01 29.579357591256300 2002-09-01 29.603559189930300 2002-10-01 29.307908401699900 2002-11-01 29.332989324085002 2002-12-01 29.537264864458400 2003-01-01 28.305670265685100 2003-02-01 28.409449969581498 2003-03-01 28.408000140082700 2003-04-01 28.581159512892103 2003-05-01 28.780344031123900 2003-06-01 28.698552623209800 2003-07-01 28.492609913562003 2003-08-01 28.582588711334300 2003-09-01 28.669292086626600 2003-10-01 28.450208112913398 2003-11-01 28.509722936226800 2003-12-01 28.582538996399500 2004-01-01 27.728791969427800 2004-02-01 28.006952297577400 2004-03-01 28.100120151878000 2004-04-01 28.006852514090400 2004-05-01 28.090126856060200 2004-06-01 28.017945664493100 2004-07-01 28.185085576122102 2004-08-01 28.100079456446200 2004-09-01 28.042868881797400 2004-10-01 28.284411426902800 2004-11-01 28.290692603824702 2004-12-01 28.231224349023900 2005-01-01 28.352275649867100 2005-02-01 28.310184701182603 2005-03-01 28.281604570411200 2005-04-01 28.314295600658898 2005-05-01 28.283425489853396 2005-06-01 28.321005157277302 2005-07-01 28.605201782111397 2005-08-01 28.612213149572300 2005-09-01 28.730783009441200 2005-10-01 28.838493029631600 2005-11-01 28.687984510200803 2005-12-01 28.562826036149502 2006-01-01 28.770066036001800 2006-02-01 28.804841012420802 2006-03-01 28.767747874559003 2006-04-01 28.821459846123800 2006-05-01 28.680022395066700 2006-06-01 28.702177066322303 2006-07-01 28.628061822241600 2006-08-01 28.605184078195100 2006-09-01 28.619720252065395 2006-10-01 28.507978324317500 2006-11-01 29.011489058719200 2006-12-01 28.893668526248398 2007-01-01 28.895349239409498 2007-02-01 28.995384373404196 2007-03-01 28.954803775962400 2007-04-01 28.817628888000197 2007-05-01 28.879108294795700 2007-06-01 28.777527914460200 2007-07-01 28.645693383074697 2007-08-01 28.474732064532900 2007-09-01 28.304141561947397 2007-10-01 28.400994666783102 2007-11-01 28.558956010993600 2007-12-01 28.404717999885100 2008-01-01 28.322232890091200 2008-02-01 28.285012167774200 2008-03-01 28.363858064853800 2008-04-01 28.216211850735000 2008-05-01 28.063495639597395 2008-06-01 27.949792216048102 2008-07-01 27.653037401230502 2008-08-01 27.636181733173300 2008-09-01 27.482759411622300 2008-10-01 27.212192062270304 2008-11-01 26.905198407066198 2008-12-01 26.727777374051900 2009-01-01 26.343528817370500 2009-02-01 25.978503725561700 2009-03-01 25.773149337598000 2009-04-01 25.499621662832798 2009-05-01 25.548994586650800 2009-06-01 25.638733118608304 2009-07-01 25.342941046680604 2009-08-01 25.303045538881502 2009-09-01 25.474619095822803 2009-10-01 25.023080452101002 2009-11-01 24.842440387967200 2009-12-01 24.655350846686300 2010-01-01 24.949135640580202 2010-02-01 25.066988878999000 2010-03-01 25.090274278717104 2010-04-01 25.386036280050600 2010-05-01 25.135623800740800 2010-06-01 25.033257183029104 2010-07-01 25.215904739566497 2010-08-01 25.275733968348300 2010-09-01 25.282647062515803 2010-10-01 25.341511286986698 2010-11-01 25.273675988845100 2010-12-01 25.297451758176898 2011-01-01 25.252471875664000 2011-02-01 25.539923568147696 2011-03-01 25.089156229650600 2011-04-01 25.053330731807500 2011-05-01 25.022197855099000 2011-06-01 24.734516624859400 2011-07-01 24.997444366819895 2011-08-01 24.971052260212197 2011-09-01 25.014369376500000 2011-10-01 24.970637606860798 2011-11-01 24.983663168658500 2011-12-01 24.920487604182803 2012-01-01 25.054322086419200 2012-02-01 25.004471564816800 2012-03-01 24.978170248978200 2012-04-01 25.032298079778000 2012-05-01 24.901373235631198 2012-06-01 24.829923186275703 2012-07-01 24.885833421868400 2012-08-01 24.679234230909700 2012-09-01 24.963470451177102 2012-10-01 24.709675487360897 2012-11-01 24.679067064645402 2012-12-01 24.538724312503600 2013-01-01 24.555771216421900 2013-02-01 24.471013183482400 2013-03-01 24.446329035633603 2013-04-01 24.302465852407800 2013-05-01 24.488394993082398 2013-06-01 24.530547319503103 2013-07-01 24.480269975521600 2013-08-01 24.603209858218698 2013-09-01 24.508754604385900 2013-10-01 24.548596977406900 2013-11-01 24.568993156537500 2013-12-01 24.642953129440897 2014-01-01 24.551082087738800 2014-02-01 24.746659720600800 2014-03-01 24.811997147175603 2014-04-01 24.887942657104603 2014-05-01 24.880857745821600 2014-06-01 24.929242829080803 2014-07-01 24.768197875110303 2014-08-01 24.921937719818100 2014-09-01 24.947023327416000 2014-10-01 24.988367243896800 2014-11-01 25.265379010950300 2014-12-01 25.249869999591500 2015-01-01 25.145664005935696 2015-02-01 25.229181751386104 2015-03-01 25.166860112128703 2015-04-01 25.166704556184502 2015-05-01 25.283870261584898 2015-06-01 25.232118634145397 2015-07-01 25.253043685142497 2015-08-01 25.359842746305500 2015-09-01 25.273182005991696 2015-10-01 25.424044170350800 2015-11-01 25.358727389667898 2015-12-01 25.346327331594896 2016-01-01 25.429088941636400 2016-02-01 25.411969746767802 2016-03-01 25.426178988818500 2016-04-01 25.462396244082697 2016-05-01 25.390912601691200 2016-06-01 25.442434085169396 2016-07-01 25.541047964952103 2016-08-01 25.502768840802500 2016-09-01 25.589299920543100 2016-10-01 25.542377910276700 2016-11-01 25.448149383166900 2016-12-01 25.547565212691303 2017-01-01 25.602626446080100 2017-02-01 25.602842375769300 2017-03-01 25.586642005766200 2017-04-01 25.549975575985500 2017-05-01 25.505613598425800 2017-06-01 25.465680720947000 2017-07-01 25.540670092949400 2017-08-01 25.456966086144800 2017-09-01 25.394160018938603 2017-10-01 25.243392314186000 2017-11-01 25.337610774223900 2017-12-01 25.236025594047497 2018-01-01 25.272003420917700 2018-02-01 25.290472266344104 2018-03-01 25.461961953715300 2018-04-01 25.543761654043898 2018-05-01 25.617080753845897 2018-06-01 25.797204465666900 2018-07-01 25.742178368508100 2018-08-01 25.700318269966804 2018-09-01 25.801019658505002 2018-10-01 25.839986740166200 2018-11-01 25.928940073491700 2018-12-01 26.030031477472402 2019-01-01 26.049990876128900 2019-02-01 26.072671008173103 2019-03-01 26.043766194006600 2019-04-01 25.917612888469300 2019-05-01 26.029500174974498 2019-06-01 26.028803267950398 2019-07-01 25.648616581433895 2019-08-01 25.730462724900900 2019-09-01 26.012884954982700 2019-10-01 26.146045315380398 2019-11-01 26.032307081647800 2019-12-01 26.223681765799200 2020-01-01 25.929520506244000 2020-02-01 25.840302239933200 2020-03-01 25.943399685807600 2020-04-01 22.686769076871098 2020-05-01 23.728527785963500 2020-06-01 24.754934829528302 2020-07-01 24.852238165153800 2020-08-01 25.138546038303300 2020-09-01 25.330604409431896 2020-10-01 25.567641234244600 2020-11-01 25.542452178338900 2020-12-01 25.738911068810502 2021-01-01 25.916875270735197 2021-02-01 25.609939709722500 2021-03-01 25.535513142716198 2021-04-01 25.541214849009000 2021-05-01 25.522670636865602 2021-06-01 25.472882345092103 2021-07-01 25.555995991241897 2021-08-01 25.330710709633003 2021-09-01 25.047963717689900 2021-10-01 25.400525647892000 2021-11-01 25.464852301090900 2021-12-01 25.460076596512700 2022-01-01 25.608709360782500 2022-02-01 25.783299116957900 2022-03-01 26.130134429730500 2022-04-01 25.901053516639800 2022-05-01 25.808066896157197 2022-06-01 25.775420303674696 2022-07-01 26.046890726184500 2022-08-01 26.119513491717700 2022-09-01 26.064253382533103 2022-10-01 26.045578967179300 2022-11-01 26.082735206653900 2022-12-01 25.992259846762200 2023-01-01 26.408636448823200 2023-02-01 26.465258539870100 2023-03-01 26.112871489460200 2023-04-01 26.267365680798697 2023-05-01 26.296709204507800 2023-06-01 26.267966471759802 2023-07-01 26.138858534007802 2023-08-01 26.208502030580696 2023-09-01 26.178768803049998 2023-10-01 26.082215614953200 2023-11-01 26.198933347176197 2023-12-01 26.214905137955900 2024-01-01 26.205236369516100 2024-02-01 26.253141903112002 2024-03-01 26.402644716495900