Title: All Employees: Leisure and Hospitality in South Bend-Mishawaka, IN-MI (MSA) Series ID: SOUT718LEIH 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/SOUT718LEIHN). 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 11.006688797362900 1990-02-01 10.956087175437400 1990-03-01 10.914818735997901 1990-04-01 10.784362327540500 1990-05-01 10.921018234263101 1990-06-01 10.924994464867499 1990-07-01 11.023441864138801 1990-08-01 11.008487776448900 1990-09-01 10.737844298706200 1990-10-01 11.002307424878700 1990-11-01 10.955666413759301 1990-12-01 10.960380006214600 1991-01-01 10.708830356852301 1991-02-01 10.652622881236699 1991-03-01 10.728091293397400 1991-04-01 10.778392195019500 1991-05-01 10.730432816786700 1991-06-01 10.614515650872000 1991-07-01 10.520271329345501 1991-08-01 10.402552173881300 1991-09-01 10.548790171904700 1991-10-01 10.394602850897600 1991-11-01 10.355369786050401 1991-12-01 10.258359037681402 1992-01-01 10.411054699385400 1992-02-01 10.556176801040000 1992-03-01 10.348538183456200 1992-04-01 10.165034745240801 1992-05-01 10.142484817888802 1992-06-01 10.095187394209301 1992-07-01 10.115359823542400 1992-08-01 10.195099012979400 1992-09-01 10.159842225155500 1992-10-01 10.092978295193300 1992-11-01 10.155300817874500 1992-12-01 10.057937997475400 1993-01-01 10.310741384897302 1993-02-01 10.452574273776401 1993-03-01 10.274412987148400 1993-04-01 10.660713280981000 1993-05-01 10.864518425966198 1993-06-01 10.668899420907600 1993-07-01 10.692623280891300 1993-08-01 10.774533506452801 1993-09-01 10.886094741662399 1993-10-01 10.998562688259302 1993-11-01 11.057203790096200 1993-12-01 11.258277249865198 1994-01-01 11.013809659337198 1994-02-01 11.047978164394900 1994-03-01 10.998787753335600 1994-04-01 11.050424136026000 1994-05-01 11.080467176871500 1994-06-01 11.242982305618401 1994-07-01 11.268825616481900 1994-08-01 11.362126953119800 1994-09-01 11.325208001772001 1994-10-01 11.501494059112000 1994-11-01 11.447763911519301 1994-12-01 11.554926990211100 1995-01-01 11.715698860347700 1995-02-01 11.643600476154600 1995-03-01 11.819531377535400 1995-04-01 11.855310847287200 1995-05-01 11.992680466893301 1995-06-01 12.314491401371601 1995-07-01 12.037976579431099 1995-08-01 12.045841528509900 1995-09-01 12.183156664550099 1995-10-01 12.002588214438200 1995-11-01 12.035137306823401 1995-12-01 12.047644917798600 1996-01-01 11.822804299345300 1996-02-01 12.051880056779499 1996-03-01 11.831419986258900 1996-04-01 11.849272643450401 1996-05-01 11.685540528134998 1996-06-01 11.795120147445900 1996-07-01 11.917567093627401 1996-08-01 11.938061030546000 1996-09-01 11.733804229620500 1996-10-01 11.710180579127600 1996-11-01 11.525573321692299 1996-12-01 11.635959150762401 1997-01-01 12.129017939320700 1997-02-01 12.156476508133900 1997-03-01 12.240160354518700 1997-04-01 12.247576908102200 1997-05-01 12.277780150876401 1997-06-01 12.284984660653699 1997-07-01 12.291276486771600 1997-08-01 12.317261256190300 1997-09-01 12.272292391227100 1997-10-01 12.428144102844401 1997-11-01 12.330057154783699 1997-12-01 12.132960854648600 1998-01-01 12.136744378230400 1998-02-01 11.955190035811802 1998-03-01 11.949983513157802 1998-04-01 11.841303801753199 1998-05-01 11.861993058819198 1998-06-01 11.882852776593799 1998-07-01 11.775802003794198 1998-08-01 11.790459694726900 1998-09-01 11.793756641641900 1998-10-01 11.940923279254100 1998-11-01 12.040891181841301 1998-12-01 12.026893883285300 1999-01-01 11.938014265551300 1999-02-01 11.961196856724200 1999-03-01 11.975380318140301 1999-04-01 12.042669281480100 1999-05-01 11.956668541891197 1999-06-01 11.876196479808302 1999-07-01 11.854505171025400 1999-08-01 11.855857943020000 1999-09-01 11.598987086247302 1999-10-01 11.649057996511900 1999-11-01 11.851999525345500 1999-12-01 12.028491845347900 2000-01-01 12.035553967633500 2000-02-01 12.075406733008000 2000-03-01 12.108127653687001 2000-04-01 12.044945288401400 2000-05-01 12.052917731435200 2000-06-01 11.971598558916700 2000-07-01 12.035516792566700 2000-08-01 11.923994072551698 2000-09-01 11.894248654690400 2000-10-01 11.654117926922900 2000-11-01 11.559039354638000 2000-12-01 11.531160216574301 2001-01-01 11.517327986787200 2001-02-01 11.692248726247302 2001-03-01 11.643014950369801 2001-04-01 11.653997871425900 2001-05-01 11.765419434743100 2001-06-01 11.768251830609000 2001-07-01 11.709413061991699 2001-08-01 11.801366177368400 2001-09-01 11.885446260023501 2001-10-01 11.554878634705900 2001-11-01 11.649373268840199 2001-12-01 11.753173297172301 2002-01-01 11.703207679369800 2002-02-01 11.593628517454698 2002-03-01 11.563903026341500 2002-04-01 11.669223506205500 2002-05-01 11.575518832975600 2002-06-01 11.666360854026802 2002-07-01 11.702917528328301 2002-08-01 11.690157088777001 2002-09-01 11.674723321385601 2002-10-01 11.646941454019500 2002-11-01 11.635527514986801 2002-12-01 11.485822615056300 2003-01-01 11.074591502982500 2003-02-01 11.291902256448697 2003-03-01 11.267200102335200 2003-04-01 11.291536952229700 2003-05-01 11.294281282790301 2003-06-01 11.262920350454399 2003-07-01 11.305257478362698 2003-08-01 11.291965492240100 2003-09-01 11.252141691356100 2003-10-01 11.432400085786500 2003-11-01 11.522714370387800 2003-12-01 11.822206691124698 2004-01-01 11.760644230738300 2004-02-01 11.588024309073100 2004-03-01 11.661422899603501 2004-04-01 11.708714351317900 2004-05-01 11.697579106485200 2004-06-01 11.759368042696900 2004-07-01 11.821330946959200 2004-08-01 11.688035742161000 2004-09-01 11.827931524674199 2004-10-01 12.225934659817400 2004-11-01 12.125746306296700 2004-12-01 12.049631953774900 2005-01-01 12.046304087116301 2005-02-01 12.294582753518300 2005-03-01 12.241040177876199 2005-04-01 12.230150738078000 2005-05-01 12.305885434572401 2005-06-01 12.252862409100500 2005-07-01 12.223808222757300 2005-08-01 12.276698460416801 2005-09-01 12.397017559061000 2005-10-01 12.218054316449098 2005-11-01 12.041155946624100 2005-12-01 12.172359108651000 2006-01-01 12.364922995018999 2006-02-01 12.505814756060000 2006-03-01 12.529643251899200 2006-04-01 12.241171132817600 2006-05-01 12.195142061402500 2006-06-01 12.230826468388300 2006-07-01 12.218358496004901 2006-08-01 12.161012118968900 2006-09-01 12.277125359255400 2006-10-01 12.218843181298900 2006-11-01 12.075761804238999 2006-12-01 12.191404684714000 2007-01-01 12.183307719128000 2007-02-01 12.115814528534200 2007-03-01 12.118644208913500 2007-04-01 12.435893744644899 2007-05-01 12.292493727139599 2007-06-01 12.203553332323600 2007-07-01 12.098040959055900 2007-08-01 12.357020676977598 2007-09-01 12.276078434971799 2007-10-01 12.312654623290000 2007-11-01 12.514383104839801 2007-12-01 12.498436527591100 2008-01-01 12.510606232967401 2008-02-01 12.424622645637697 2008-03-01 12.623156014727800 2008-04-01 12.405871706183900 2008-05-01 12.473712799776301 2008-06-01 12.570029801450300 2008-07-01 12.682018603379300 2008-08-01 12.667314473268100 2008-09-01 12.608363496894698 2008-10-01 12.512516141084099 2008-11-01 12.344702065784500 2008-12-01 12.206275708499200 2009-01-01 11.925541376480100 2009-02-01 11.816083901685300 2009-03-01 11.712303339244000 2009-04-01 11.767301545971902 2009-05-01 11.764577848942500 2009-06-01 11.745686150286200 2009-07-01 11.773120756961400 2009-08-01 11.487965245774300 2009-09-01 11.459596749576800 2009-10-01 11.413682404931100 2009-11-01 11.363876216376000 2009-12-01 11.405887025422500 2010-01-01 11.735222496026001 2010-02-01 11.695186072156100 2010-03-01 11.605877727008900 2010-04-01 11.626000274956901 2010-05-01 11.548572089131000 2010-06-01 11.518990407263999 2010-07-01 11.578692288268100 2010-08-01 11.619470804484902 2010-09-01 11.706969029908599 2010-10-01 11.830076988430500 2010-11-01 11.882898358107300 2010-12-01 12.008383124861100 2011-01-01 12.020895375742700 2011-02-01 12.064620678970100 2011-03-01 12.090207636775300 2011-04-01 12.193572392790198 2011-05-01 12.242521181077000 2011-06-01 12.310998606223500 2011-07-01 12.287265600576001 2011-08-01 12.238094513004802 2011-09-01 12.341232897505900 2011-10-01 12.554752238339699 2011-11-01 12.598683962353698 2011-12-01 12.301845993504300 2012-01-01 12.299290146604900 2012-02-01 12.450707473726700 2012-03-01 12.476726719876401 2012-04-01 12.478589324660803 2012-05-01 12.433201561094402 2012-06-01 12.408480119632198 2012-07-01 12.387060036880800 2012-08-01 12.542063519441399 2012-09-01 12.465807642890999 2012-10-01 12.573783996829200 2012-11-01 12.711987882016698 2012-12-01 12.809479544408300 2013-01-01 12.883277148600900 2013-02-01 12.848673281406699 2013-03-01 12.856129579703000 2013-04-01 12.670859348616700 2013-05-01 12.827130098663100 2013-06-01 12.916825738094600 2013-07-01 12.777018326036300 2013-08-01 12.729947339061198 2013-09-01 12.875235767471600 2013-10-01 12.784680201852500 2013-11-01 12.826541296545301 2013-12-01 12.933130305533400 2014-01-01 12.881147388751900 2014-02-01 12.748408351006502 2014-03-01 12.736049411768201 2014-04-01 12.864817929856699 2014-05-01 12.918220057076600 2014-06-01 12.922771634955803 2014-07-01 13.058171323731802 2014-08-01 13.126622271657000 2014-09-01 13.070828787222199 2014-10-01 12.988199268234998 2014-11-01 13.156729194956300 2014-12-01 13.170448038781500 2015-01-01 13.179933883729902 2015-02-01 13.226778935090598 2015-03-01 13.416782627727198 2015-04-01 13.148728769837101 2015-05-01 13.317093540621100 2015-06-01 13.347610683405799 2015-07-01 13.542504829763000 2015-08-01 13.526998871331902 2015-09-01 13.457773166701500 2015-10-01 13.684189210686700 2015-11-01 13.580392841136801 2015-12-01 13.602844341138900 2016-01-01 13.681231188148300 2016-02-01 13.698251645201399 2016-03-01 13.800236061920100 2016-04-01 14.046187708297700 2016-05-01 14.019404956065500 2016-06-01 14.075159801012500 2016-07-01 13.934892633491600 2016-08-01 13.936692559347700 2016-09-01 14.337467088739400 2016-10-01 13.960376170775900 2016-11-01 13.900913736043801 2016-12-01 13.722597576097400 2017-01-01 13.677325862648802 2017-02-01 13.862744498839400 2017-03-01 13.902177140351501 2017-04-01 13.958458676676200 2017-05-01 14.134038412023198 2017-06-01 13.904691942807900 2017-07-01 13.948077376640400 2017-08-01 14.034262141355500 2017-09-01 14.102083592116100 2017-10-01 14.124426994537599 2017-11-01 14.296544853778201 2017-12-01 14.532471555312900 2018-01-01 15.079407531055000 2018-02-01 15.037353652395101 2018-03-01 14.912776497329100 2018-04-01 14.902684277487399 2018-05-01 14.761873510642300 2018-06-01 14.720874455814500 2018-07-01 14.857011767466199 2018-08-01 14.723885574782200 2018-09-01 14.758733543814301 2018-10-01 14.788051734371901 2018-11-01 14.783374912606199 2018-12-01 14.830812660570500 2019-01-01 14.770728392621000 2019-02-01 14.631930659413200 2019-03-01 14.738842162121802 2019-04-01 14.855018726549401 2019-05-01 15.003001222957900 2019-06-01 14.930464191600300 2019-07-01 14.843769732841698 2019-08-01 14.802827542772000 2019-09-01 14.830193808755200 2019-10-01 14.754145886523800 2019-11-01 14.649617887850402 2019-12-01 14.735658410888199 2020-01-01 14.672485674672698 2020-02-01 14.640157165604501 2020-03-01 14.258785820943901 2020-04-01 8.415652750272820 2020-05-01 9.831595930871801 2020-06-01 11.329626142866500 2020-07-01 12.012616928044900 2020-08-01 12.387712350891599 2020-09-01 12.427433319438900 2020-10-01 12.419138718201499 2020-11-01 12.420992532395900 2020-12-01 12.141272181691301 2021-01-01 12.271424914808000 2021-02-01 12.454561215896600 2021-03-01 12.581131139422700 2021-04-01 12.452198216446302 2021-05-01 12.648004352232098 2021-06-01 12.921388608563499 2021-07-01 13.087808918716302 2021-08-01 13.178897793161600 2021-09-01 13.338807669845600 2021-10-01 13.395978611392900 2021-11-01 13.491784731992700 2021-12-01 13.554225144408100 2022-01-01 13.781486934890802 2022-02-01 13.661126104123400 2022-03-01 13.685865997982700 2022-04-01 14.171378341711000 2022-05-01 14.150915338484700 2022-06-01 14.512024419994800 2022-07-01 14.464604533790801 2022-08-01 14.384175737589100 2022-09-01 14.360011244152600 2022-10-01 14.291402036232200 2022-11-01 14.779393556027100 2022-12-01 14.858254999575400 2023-01-01 15.077069907988100 2023-02-01 15.366103124647500 2023-03-01 15.387474698777302 2023-04-01 15.365389843890500 2023-05-01 15.551150333804200 2023-06-01 15.508368915181698 2023-07-01 15.646053306300700 2023-08-01 15.696341006712899 2023-09-01 15.786119349066698 2023-10-01 15.998720150820802 2023-11-01 15.971860478064900 2023-12-01 16.056697677852000 2024-01-01 15.972668910600701 2024-02-01 15.963247085014999 2024-03-01 15.985350929587000