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 Niles-Benton Harbor, MI (MSA) Series ID: NILE626TRAD 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 6:08 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/NILE626TRADN). 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 12.555358848825100 1990-02-01 12.628983676442400 1990-03-01 12.578875396417802 1990-04-01 12.719299257634402 1990-05-01 12.883307779695102 1990-06-01 12.776682575591000 1990-07-01 12.742772090497400 1990-08-01 12.758216671880600 1990-09-01 12.931188712321301 1990-10-01 12.841973437296100 1990-11-01 12.890777405369501 1990-12-01 12.782963624615900 1991-01-01 12.026833408761599 1991-02-01 11.885523774692901 1991-03-01 11.845369287109499 1991-04-01 12.214240893008899 1991-05-01 12.111238176387000 1991-06-01 12.203796022539999 1991-07-01 12.347563272466900 1991-08-01 12.069881217281000 1991-09-01 12.159981869432900 1991-10-01 12.059209119618002 1991-11-01 12.089528736860400 1991-12-01 12.074472121299800 1992-01-01 12.006936875807199 1992-02-01 12.073040329605300 1992-03-01 12.139342231896801 1992-04-01 11.914917742729099 1992-05-01 12.143641191255600 1992-06-01 12.130191410124700 1992-07-01 12.046883484495100 1992-08-01 12.162034844367199 1992-09-01 12.078098348889300 1992-10-01 12.173001165939000 1992-11-01 11.981916360327599 1992-12-01 11.947902040103700 1993-01-01 12.303505811113801 1993-02-01 12.360420288935199 1993-03-01 12.323262422190199 1993-04-01 12.437453940585000 1993-05-01 12.271162574920700 1993-06-01 12.451576158794198 1993-07-01 12.643229974337700 1993-08-01 12.742862243950300 1993-09-01 12.682431118413000 1993-10-01 12.876128681354000 1993-11-01 12.965073400034600 1993-12-01 12.906842785308900 1994-01-01 13.014059478319500 1994-02-01 12.959960719152100 1994-03-01 13.025217162045100 1994-04-01 12.848271171517698 1994-05-01 12.901174322487302 1994-06-01 12.876800654452000 1994-07-01 12.840669978147199 1994-08-01 12.838382456255300 1994-09-01 12.770296624855002 1994-10-01 12.880012829587601 1994-11-01 13.243135106028198 1994-12-01 13.182602894882200 1995-01-01 13.032749620322800 1995-02-01 13.062713465410600 1995-03-01 12.913241932386600 1995-04-01 13.055932022372199 1995-05-01 13.004445241808500 1995-06-01 12.895511019680700 1995-07-01 13.336714734339699 1995-08-01 13.044054110507100 1995-09-01 13.144089381230499 1995-10-01 12.866492955761900 1995-11-01 12.930322356453700 1995-12-01 12.981117210789800 1996-01-01 12.860677561249199 1996-02-01 12.873960860668600 1996-03-01 12.924710393200000 1996-04-01 12.933953571799700 1996-05-01 12.893608143018800 1996-06-01 12.907702132626200 1996-07-01 12.830444725573699 1996-08-01 13.061650368516801 1996-09-01 12.810790815340800 1996-10-01 12.857410148395300 1996-11-01 12.827970675841598 1996-12-01 12.789847087109198 1997-01-01 12.910188031421600 1997-02-01 12.897958449944000 1997-03-01 12.927949347210200 1997-04-01 12.703335245213498 1997-05-01 12.670193041881499 1997-06-01 12.709976498013699 1997-07-01 12.221368399589400 1997-08-01 12.490046589041600 1997-09-01 12.800521744288002 1997-10-01 12.944664343809400 1997-11-01 12.944172149967699 1997-12-01 12.704428971891300 1998-01-01 12.630341583253400 1998-02-01 12.589571345752098 1998-03-01 12.619673364644699 1998-04-01 12.673087125363601 1998-05-01 12.856068943697600 1998-06-01 12.804547062051500 1998-07-01 12.393217732806500 1998-08-01 12.798932673930098 1998-09-01 12.810553382071500 1998-10-01 12.949714112223600 1998-11-01 12.860080067941698 1998-12-01 12.818576676785900 1999-01-01 12.852727199596400 1999-02-01 12.898551152848599 1999-03-01 12.916753547053402 1999-04-01 13.256675283911099 1999-05-01 13.335417846205600 1999-06-01 13.279413518926600 1999-07-01 13.448306056279600 1999-08-01 13.506019263561900 1999-09-01 13.642636719435401 1999-10-01 13.562131445267198 1999-11-01 13.561218240134599 1999-12-01 13.718609870359800 2000-01-01 13.674299042281001 2000-02-01 13.818673376557600 2000-03-01 13.930390225232400 2000-04-01 13.847408979015999 2000-05-01 13.623763920818698 2000-06-01 13.560359624621901 2000-07-01 13.820580625525801 2000-08-01 13.814012207335802 2000-09-01 13.869839349222600 2000-10-01 13.995219329012300 2000-11-01 14.058407718489500 2000-12-01 14.314034463974500 2001-01-01 13.149935996437499 2001-02-01 13.189914038815598 2001-03-01 13.092145330763302 2001-04-01 13.027743426370199 2001-05-01 13.034866298916400 2001-06-01 13.150496209263101 2001-07-01 13.125396555237900 2001-08-01 13.126834739172500 2001-09-01 13.000918164976600 2001-10-01 13.025999970477800 2001-11-01 13.068864152102801 2001-12-01 12.930953882254501 2002-01-01 13.033226129037600 2002-02-01 12.981545539366698 2002-03-01 12.979975904680900 2002-04-01 12.933031138289302 2002-05-01 12.951450414484901 2002-06-01 12.844670798619498 2002-07-01 12.438151955279400 2002-08-01 12.522381904373100 2002-09-01 12.406322766142699 2002-10-01 12.330416744337402 2002-11-01 12.369465963108500 2002-12-01 12.238158387360500 2003-01-01 12.311197715290199 2003-02-01 12.277824342527001 2003-03-01 12.272808824538900 2003-04-01 12.030413729906800 2003-05-01 12.165759916754698 2003-06-01 12.048227189043699 2003-07-01 12.043010739463599 2003-08-01 12.012873434742598 2003-09-01 12.107303349800100 2003-10-01 12.012797621635402 2003-11-01 12.165490463249700 2003-12-01 12.045770049961100 2004-01-01 11.898198895770800 2004-02-01 11.889757612771199 2004-03-01 11.989658382766500 2004-04-01 12.035610532880400 2004-05-01 11.971621589485600 2004-06-01 12.048785748663600 2004-07-01 12.032923295191601 2004-08-01 12.081869723373499 2004-09-01 12.098324004058900 2004-10-01 12.190140021500799 2004-11-01 11.970564949310601 2004-12-01 12.049281784010502 2005-01-01 12.004658769380500 2005-02-01 12.023948167848802 2005-03-01 11.911035052797802 2005-04-01 11.937516508751399 2005-05-01 11.880936311387998 2005-06-01 11.755840411056301 2005-07-01 11.915119099516302 2005-08-01 11.952716082693600 2005-09-01 12.093866366466699 2005-10-01 11.977780711403300 2005-11-01 11.883927801912698 2005-12-01 11.855449397555000 2006-01-01 11.686781200442901 2006-02-01 11.723437400730500 2006-03-01 11.736466071876200 2006-04-01 11.746674005562100 2006-05-01 11.795986557758000 2006-06-01 11.749755613231800 2006-07-01 11.690427520500501 2006-08-01 11.624389747785802 2006-09-01 11.595696766064900 2006-10-01 11.677128106636902 2006-11-01 11.703938495769998 2006-12-01 11.569434136341199 2007-01-01 11.682022412650001 2007-02-01 11.626377312097300 2007-03-01 11.664876985256100 2007-04-01 11.656282910215001 2007-05-01 11.594904919810698 2007-06-01 11.535448316268000 2007-07-01 11.562847604576400 2007-08-01 11.603006662546000 2007-09-01 11.496854642469900 2007-10-01 11.483631731562200 2007-11-01 11.523212139681899 2007-12-01 11.591049506647101 2008-01-01 11.680039190273199 2008-02-01 11.628770052005400 2008-03-01 11.690026200672900 2008-04-01 11.460525411420901 2008-05-01 11.481265977483098 2008-06-01 11.416226250444100 2008-07-01 11.442566845945500 2008-08-01 11.392273267609700 2008-09-01 11.390682855635800 2008-10-01 11.303987043397100 2008-11-01 11.240483174416301 2008-12-01 11.213504427013400 2009-01-01 11.069683020935200 2009-02-01 11.004616109617600 2009-03-01 10.870713121201401 2009-04-01 10.851935657402300 2009-05-01 10.767012843522900 2009-06-01 10.908150109541198 2009-07-01 10.850059234755001 2009-08-01 10.807561353846600 2009-09-01 10.885752119830501 2009-10-01 10.728743079063600 2009-11-01 10.650720927378499 2009-12-01 10.531963008110301 2010-01-01 10.668246312654300 2010-02-01 10.691794087870800 2010-03-01 10.557569038250900 2010-04-01 10.646789092464500 2010-05-01 10.653007019178100 2010-06-01 10.598042269865001 2010-07-01 10.559889070138400 2010-08-01 10.519157918973700 2010-09-01 10.486980134503000 2010-10-01 10.550263853950300 2010-11-01 10.449384891040902 2010-12-01 10.439283910964699 2011-01-01 10.469352198704500 2011-02-01 10.477523769269900 2011-03-01 10.543988840614500 2011-04-01 10.747819397209598 2011-05-01 10.739674051684698 2011-06-01 10.685747268880000 2011-07-01 10.667735115138600 2011-08-01 10.824132001990900 2011-09-01 10.694161820544700 2011-10-01 10.562453612522500 2011-11-01 10.634839136671000 2011-12-01 10.540955808891500 2012-01-01 10.465060794588900 2012-02-01 10.467774683529802 2012-03-01 10.523770722016598 2012-04-01 10.548648685093800 2012-05-01 10.446684115619199 2012-06-01 10.391579176073300 2012-07-01 10.395730270479302 2012-08-01 10.343202772379800 2012-09-01 10.409364603651200 2012-10-01 10.376021083545300 2012-11-01 10.417456888364600 2012-12-01 10.438703043196801 2013-01-01 10.452183735061500 2013-02-01 10.452796947143700 2013-03-01 10.506223245338802 2013-04-01 10.349472639819000 2013-05-01 10.457997684021100 2013-06-01 10.495091165258500 2013-07-01 10.511059537640800 2013-08-01 10.544182531894599 2013-09-01 10.519531926666199 2013-10-01 10.579750895490301 2013-11-01 10.599930012604300 2013-12-01 10.630951553595500 2014-01-01 10.647146234534200 2014-02-01 10.641568468793900 2014-03-01 10.604153452233600 2014-04-01 10.557810129544901 2014-05-01 10.575155611647402 2014-06-01 10.594702341282000 2014-07-01 10.625092230413099 2014-08-01 10.635843980658800 2014-09-01 10.626271418815900 2014-10-01 10.672763370891000 2014-11-01 10.692278541376400 2014-12-01 10.730154189315400 2015-01-01 10.749356738171100 2015-02-01 10.725345991119902 2015-03-01 10.711274701725600 2015-04-01 10.659361418090000 2015-05-01 10.588685692234100 2015-06-01 10.696649987830600 2015-07-01 10.630748028553300 2015-08-01 10.528171721403499 2015-09-01 10.731892225578800 2015-10-01 10.658326868435200 2015-11-01 10.696429960513000 2015-12-01 10.634427305503300 2016-01-01 10.656364904339500 2016-02-01 10.606514558131000 2016-03-01 10.613075200691000 2016-04-01 10.756250981389700 2016-05-01 10.791880280757600 2016-06-01 10.697385780838600 2016-07-01 10.728891491678500 2016-08-01 10.714941998108198 2016-09-01 10.734656144621200 2016-10-01 10.748856885209400 2016-11-01 10.801122493603900 2016-12-01 10.839381050625901 2017-01-01 10.879465906506800 2017-02-01 11.014639523452699 2017-03-01 10.920259626135800 2017-04-01 10.947120611003001 2017-05-01 10.988878737874200 2017-06-01 10.997501076759800 2017-07-01 10.914472752993401 2017-08-01 11.007915613081698 2017-09-01 10.938343640178400 2017-10-01 10.944461490606999 2017-11-01 10.811480202736900 2017-12-01 10.741159272129100 2018-01-01 10.685910161132700 2018-02-01 10.689744280576699 2018-03-01 10.702589356189302 2018-04-01 10.634506515643698 2018-05-01 10.593801378588200 2018-06-01 10.615229926454301 2018-07-01 10.714821763591301 2018-08-01 10.721224144932599 2018-09-01 10.648705807277200 2018-10-01 10.648040732928000 2018-11-01 10.623268195363700 2018-12-01 10.637285999792000 2019-01-01 10.585370469670698 2019-02-01 10.568077866299000 2019-03-01 10.581361689161500 2019-04-01 10.628514755208900 2019-05-01 10.702083627070600 2019-06-01 10.630654281481600 2019-07-01 10.610066616664800 2019-08-01 10.534433540912300 2019-09-01 10.558727149185900 2019-10-01 10.555225495658801 2019-11-01 10.635023318440801 2019-12-01 10.728209998480999 2020-01-01 10.679722328857700 2020-02-01 10.648339158887199 2020-03-01 10.662103238143699 2020-04-01 9.210881210729962 2020-05-01 9.624659187884270 2020-06-01 10.057080685070302 2020-07-01 10.122128623953301 2020-08-01 10.159627171440999 2020-09-01 10.366858887055802 2020-10-01 10.269905809775699 2020-11-01 10.239396391272301 2020-12-01 10.125426201897800 2021-01-01 10.241949654640600 2021-02-01 10.316550546908800 2021-03-01 10.337139447443300 2021-04-01 10.326091083405199 2021-05-01 10.332641769863900 2021-06-01 10.366954114986600 2021-07-01 10.318521854393400 2021-08-01 10.369578035985699 2021-09-01 10.370861690891301 2021-10-01 10.379724587404500 2021-11-01 10.438200117819200 2021-12-01 10.519123458925700 2022-01-01 10.528297275747300 2022-02-01 10.604225956046200 2022-03-01 10.627920931646000 2022-04-01 10.737788768720100 2022-05-01 10.741659025136800 2022-06-01 10.768318104586100 2022-07-01 10.910907383383200 2022-08-01 10.968702195010000 2022-09-01 10.971703542872401 2022-10-01 10.987813520827801 2022-11-01 10.930929453283200 2022-12-01 10.815250107213500 2023-01-01 11.022249973648600 2023-02-01 11.000460431273199 2023-03-01 11.025116487466400 2023-04-01 10.946909162349801 2023-05-01 10.951641839571900 2023-06-01 10.974124868043301 2023-07-01 11.013541375706700 2023-08-01 10.973599713164502 2023-09-01 10.971442187761200 2023-10-01 11.090948749995198 2023-11-01 11.227588314647601 2023-12-01 11.311865358046800 2024-01-01 11.317159183043900 2024-02-01 11.302343948420000 2024-03-01 11.221567542971500