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: Leisure and Hospitality: Accommodation and Food Services in Kalamazoo-Portage, MI (MSA) Series ID: SMU26280207072000001SA 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 2024-03-01 Last Updated: 2024-04-20 5:28 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/SMU26280207072000001). 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 9.593925680271560 1990-02-01 9.661909670093360 1990-03-01 9.556523610959552 1990-04-01 9.606318706408740 1990-05-01 9.740390643746698 1990-06-01 9.785057299914289 1990-07-01 9.622685003833901 1990-08-01 9.489003482659250 1990-09-01 9.494044143320720 1990-10-01 9.369340635128260 1990-11-01 9.547077128771100 1990-12-01 9.422028950269329 1991-01-01 9.407850341285290 1991-02-01 9.370802215759449 1991-03-01 9.461532865825410 1991-04-01 9.399999915335860 1991-05-01 9.441404765152160 1991-06-01 9.383619316426490 1991-07-01 9.414342214013080 1991-08-01 9.374088989663840 1991-09-01 9.573405708747510 1991-10-01 9.774416696740120 1991-11-01 9.760186920979390 1991-12-01 10.020594703888301 1992-01-01 9.837663807639249 1992-02-01 9.689833009611970 1992-03-01 9.664499647431601 1992-04-01 9.593378264050470 1992-05-01 9.438349872899561 1992-06-01 9.476084094400340 1992-07-01 9.494124195440120 1992-08-01 9.455793504811740 1992-09-01 9.344633661589429 1992-10-01 9.486467761419650 1992-11-01 9.579510461118382 1992-12-01 9.507666878968920 1993-01-01 9.570511071051529 1993-02-01 9.824668112562971 1993-03-01 9.878142522911200 1993-04-01 9.991099666930010 1993-05-01 10.024397372876800 1993-06-01 9.951254424727510 1993-07-01 10.075188105006700 1993-08-01 10.143638729942198 1993-09-01 10.126478646990401 1993-10-01 9.996369686911962 1993-11-01 9.885808022238640 1993-12-01 9.875339769948061 1994-01-01 10.021890488834000 1994-02-01 9.965815429992990 1994-03-01 10.002936144532600 1994-04-01 10.089638031161700 1994-05-01 9.993938015709380 1994-06-01 10.131882968738500 1994-07-01 10.160182014946200 1994-08-01 10.227309788217198 1994-09-01 10.407267144065301 1994-10-01 10.213995947134599 1994-11-01 10.198181841290700 1994-12-01 10.244581449478100 1995-01-01 10.247679108792300 1995-02-01 10.394818740808300 1995-03-01 10.435189344029000 1995-04-01 10.389467013282800 1995-05-01 10.569267176457700 1995-06-01 10.717287470658698 1995-07-01 10.756603144059800 1995-08-01 10.617845323022800 1995-09-01 10.799850821566300 1995-10-01 10.716422542165999 1995-11-01 10.898494381171400 1995-12-01 11.116417283233900 1996-01-01 11.074166545277100 1996-02-01 11.011396845239402 1996-03-01 11.162945398224500 1996-04-01 10.890299438702700 1996-05-01 11.345933398690601 1996-06-01 11.309017362132199 1996-07-01 11.164547448567500 1996-08-01 11.216861244953598 1996-09-01 11.197742355618999 1996-10-01 11.506444443606698 1996-11-01 11.596333463132801 1996-12-01 11.597329041477899 1997-01-01 11.176671345006499 1997-02-01 11.319110525506401 1997-03-01 11.390697387291600 1997-04-01 11.606101290637200 1997-05-01 11.633209597145902 1997-06-01 11.594163670948700 1997-07-01 11.775075605711400 1997-08-01 11.922052844489100 1997-09-01 11.807418771082200 1997-10-01 11.475245147949600 1997-11-01 11.574654608866300 1997-12-01 11.488270499786001 1998-01-01 11.792502274937501 1998-02-01 11.723614532074500 1998-03-01 11.817485170186698 1998-04-01 11.326085792341500 1998-05-01 11.028707731647500 1998-06-01 10.876039921128699 1998-07-01 10.991656399220900 1998-08-01 10.910379884958400 1998-09-01 10.907222224793902 1998-10-01 10.950560839553000 1998-11-01 10.852977850052199 1998-12-01 10.896557104876600 1999-01-01 10.890350065251901 1999-02-01 11.025396074639700 1999-03-01 11.136082233339800 1999-04-01 11.265996668261302 1999-05-01 11.233470766147699 1999-06-01 11.259902892753400 1999-07-01 11.104339947135100 1999-08-01 11.095738983314100 1999-09-01 10.898214624276900 1999-10-01 11.430563057000300 1999-11-01 11.225198645156300 1999-12-01 11.291590131064200 2000-01-01 11.299257110293600 2000-02-01 11.336839014789100 2000-03-01 11.347145022059500 2000-04-01 11.408790371787902 2000-05-01 11.743688835884099 2000-06-01 11.938610444281500 2000-07-01 12.014313054537200 2000-08-01 11.879790329673900 2000-09-01 11.994823049885700 2000-10-01 11.929624129529500 2000-11-01 12.002746026029500 2000-12-01 11.969131118646601 2001-01-01 11.695326248828401 2001-02-01 12.045310066426302 2001-03-01 12.050316238813600 2001-04-01 12.046796519013400 2001-05-01 11.955960134342599 2001-06-01 12.027627520027100 2001-07-01 11.825720480101500 2001-08-01 12.177196907240601 2001-09-01 11.998835879219302 2001-10-01 12.132869897505698 2001-11-01 12.185438198110399 2001-12-01 12.032355159846300 2002-01-01 11.790930661711302 2002-02-01 11.955466669174800 2002-03-01 12.043620645223200 2002-04-01 11.948759647528000 2002-05-01 12.178169196493899 2002-06-01 12.024336315720598 2002-07-01 12.149548461240098 2002-08-01 12.173535717429500 2002-09-01 12.208452075073700 2002-10-01 12.049821662739802 2002-11-01 12.084327484787801 2002-12-01 12.108236899517600 2003-01-01 12.264789353965100 2003-02-01 11.944322062692699 2003-03-01 11.926648766990800 2003-04-01 11.938319515965800 2003-05-01 12.002372758525000 2003-06-01 12.137782293292402 2003-07-01 12.362557879307401 2003-08-01 12.388508306238801 2003-09-01 12.307937784180600 2003-10-01 12.365412011143698 2003-11-01 12.393349712570900 2003-12-01 12.497308259714902 2004-01-01 13.243759268224700 2004-02-01 13.332723282549601 2004-03-01 13.514614696774002 2004-04-01 13.212104186926000 2004-05-01 12.922028164746699 2004-06-01 12.829825156086700 2004-07-01 12.672796676370000 2004-08-01 12.615381652979500 2004-09-01 12.806279288961802 2004-10-01 12.973522018240500 2004-11-01 12.906460007214902 2004-12-01 12.997353935560200 2005-01-01 13.035639702792698 2005-02-01 13.025424740714400 2005-03-01 13.205785406257900 2005-04-01 13.293361055323802 2005-05-01 13.333099191928198 2005-06-01 13.420922030684400 2005-07-01 13.259800222568500 2005-08-01 13.336869264336801 2005-09-01 13.195065752455001 2005-10-01 13.376955744733000 2005-11-01 13.507171551384700 2005-12-01 13.612402436906901 2006-01-01 13.748470307545600 2006-02-01 13.740449392177998 2006-03-01 13.913329738363302 2006-04-01 13.584626133361700 2006-05-01 13.630523648620802 2006-06-01 13.596296734465302 2006-07-01 13.731650447525102 2006-08-01 13.634107604643500 2006-09-01 13.687279562437599 2006-10-01 13.682036707841000 2006-11-01 13.696863824706400 2006-12-01 13.627883191609800 2007-01-01 13.782689012595000 2007-02-01 13.866506210817600 2007-03-01 13.825322685040600 2007-04-01 14.001147796542499 2007-05-01 14.022673484263999 2007-06-01 14.190109307879900 2007-07-01 13.971851545559002 2007-08-01 13.995984632519200 2007-09-01 14.170620860535600 2007-10-01 14.190233979570500 2007-11-01 14.087782467021402 2007-12-01 14.150596137004499 2008-01-01 14.030383215863099 2008-02-01 13.999051305412600 2008-03-01 14.150447964122500 2008-04-01 14.027772073230200 2008-05-01 13.918462282642801 2008-06-01 13.771913955308301 2008-07-01 13.895716189108500 2008-08-01 13.939102158492200 2008-09-01 13.755336494981000 2008-10-01 13.698314256873200 2008-11-01 13.801451119123700 2008-12-01 13.675513182629098 2009-01-01 13.684580165374200 2009-02-01 13.623777858865900 2009-03-01 13.556575086341100 2009-04-01 13.647268390330401 2009-05-01 13.819646384289100 2009-06-01 13.668351352503200 2009-07-01 13.630035087680302 2009-08-01 13.270782421535499 2009-09-01 13.445720118980300 2009-10-01 13.704049586045999 2009-11-01 13.521540164469400 2009-12-01 13.508283005523100 2010-01-01 13.322803286517000 2010-02-01 13.347569348317500 2010-03-01 13.258965702405698 2010-04-01 13.162034860832500 2010-05-01 13.114896863584098 2010-06-01 13.046112748411200 2010-07-01 13.086652672022700 2010-08-01 13.122354377752900 2010-09-01 13.043288522443198 2010-10-01 12.913888225213098 2010-11-01 12.848076619419802 2010-12-01 12.833951379363198 2011-01-01 12.844178979746198 2011-02-01 12.862370837986600 2011-03-01 12.847094485111300 2011-04-01 12.871031779853200 2011-05-01 12.810259397384100 2011-06-01 13.027568348399198 2011-07-01 13.165645668250900 2011-08-01 13.286555539007999 2011-09-01 13.348015495317500 2011-10-01 13.120348554012802 2011-11-01 12.972506525502100 2011-12-01 12.970656607174899 2012-01-01 13.141838212714000 2012-02-01 13.265798341764800 2012-03-01 13.329646098952198 2012-04-01 13.375419080319800 2012-05-01 13.408397058786600 2012-06-01 13.300616153315499 2012-07-01 13.260554915215400 2012-08-01 13.384073505486300 2012-09-01 13.358203844270001 2012-10-01 13.409585301139600 2012-11-01 13.495989908368498 2012-12-01 13.808356616953800 2013-01-01 13.526739211000200 2013-02-01 13.463962323817999 2013-03-01 13.506115215585899 2013-04-01 13.469928587713001 2013-05-01 13.502248025609200 2013-06-01 13.590071448263400 2013-07-01 13.568766101769400 2013-08-01 13.587354163975698 2013-09-01 13.682944858736600 2013-10-01 13.596431042326099 2013-11-01 13.701601953908200 2013-12-01 13.748554750603800 2014-01-01 13.598849915949400 2014-02-01 13.554534899349900 2014-03-01 13.587336814428900 2014-04-01 13.659770303504100 2014-05-01 13.804365238218000 2014-06-01 13.685184952936302 2014-07-01 13.575380138117799 2014-08-01 13.605108913648300 2014-09-01 13.510849002356000 2014-10-01 13.683147511719000 2014-11-01 13.493805104749100 2014-12-01 13.473718463302100 2015-01-01 13.577967794273300 2015-02-01 13.743012554666100 2015-03-01 13.679417637539899 2015-04-01 13.538927806942699 2015-05-01 13.606585680123802 2015-06-01 13.589976199899900 2015-07-01 13.693363197366901 2015-08-01 13.608531760704698 2015-09-01 13.735890471904900 2015-10-01 13.879272100874300 2015-11-01 13.788707171555900 2015-12-01 13.790499458479800 2016-01-01 13.953454351211699 2016-02-01 13.925981145295200 2016-03-01 13.870737706851699 2016-04-01 13.915765473494300 2016-05-01 14.024967903236101 2016-06-01 13.797834919499600 2016-07-01 14.114234675676698 2016-08-01 14.114792680672199 2016-09-01 14.047171879482699 2016-10-01 14.079168233081200 2016-11-01 14.090623446397900 2016-12-01 13.986119959108000 2017-01-01 13.927161497593200 2017-02-01 14.211214520666001 2017-03-01 14.071410009001100 2017-04-01 14.095488431355500 2017-05-01 13.938177846683400 2017-06-01 14.013468241535900 2017-07-01 14.045924509756501 2017-08-01 14.010808308252500 2017-09-01 14.057240807979698 2017-10-01 14.080480888889500 2017-11-01 14.192637534637699 2017-12-01 14.163855994689000 2018-01-01 14.104393537830699 2018-02-01 14.201934359475802 2018-03-01 14.265774951951700 2018-04-01 14.379725929301100 2018-05-01 14.462921965227300 2018-06-01 14.428308070072598 2018-07-01 14.374340085001800 2018-08-01 14.513283350696900 2018-09-01 14.472763797400000 2018-10-01 14.375952081847400 2018-11-01 14.387511342847400 2018-12-01 14.423817346734200 2019-01-01 14.493151594079300 2019-02-01 14.396639468856499 2019-03-01 14.365994006956301 2019-04-01 14.367441200843501 2019-05-01 14.278344022183399 2019-06-01 14.342687293854100 2019-07-01 14.193266539868600 2019-08-01 14.214822540028601 2019-09-01 14.305427171934200 2019-10-01 14.166416143863900 2019-11-01 14.186457026659300 2019-12-01 14.287444763427200 2020-01-01 14.286801312286100 2020-02-01 14.383920812537700 2020-03-01 13.967355253350801 2020-04-01 7.451179625567669 2020-05-01 8.290903231359170 2020-06-01 10.152302755400301 2020-07-01 11.297716253388100 2020-08-01 11.324414615887699 2020-09-01 11.545921307759500 2020-10-01 11.458154979555301 2020-11-01 11.391061019553700 2020-12-01 9.657748690203650 2021-01-01 9.683644862590080 2021-02-01 11.162727428669600 2021-03-01 11.376149049569500 2021-04-01 11.439026846854000 2021-05-01 11.587301343624100 2021-06-01 11.662322715590400 2021-07-01 12.287144339205101 2021-08-01 12.233859919993401 2021-09-01 12.283119489805700 2021-10-01 12.656414716726598 2021-11-01 12.797955395479300 2021-12-01 12.844371681006901 2022-01-01 12.691761976294998 2022-02-01 13.041778248544299 2022-03-01 13.080776468300801 2022-04-01 13.118529352878400 2022-05-01 13.081525565444501 2022-06-01 12.865032553428400 2022-07-01 13.173401598138600 2022-08-01 13.141998551087802 2022-09-01 13.114876432672801 2022-10-01 13.363992094701200 2022-11-01 13.502109538602900 2022-12-01 13.639491255335601 2023-01-01 13.704707144901700 2023-02-01 13.821887920248198 2023-03-01 13.783867762305698 2023-04-01 14.001640094076200 2023-05-01 13.968490744808000 2023-06-01 14.165083249950500 2023-07-01 13.863343839826300 2023-08-01 13.848623888134599 2023-09-01 13.732443952045800 2023-10-01 13.577637272925802 2023-11-01 13.507733197734401 2023-12-01 13.539327809167900 2024-01-01 13.511751760615000 2024-02-01 13.508096381832900 2024-03-01 13.487577863337400