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 in Muskegon, MI (MSA) Series ID: MUSK726LEIH 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 6:58 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/MUSK726LEIHN). 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 5.4122588482164300 1990-02-01 5.4728022931934000 1990-03-01 5.4181340470464410 1990-04-01 5.3083614515997400 1990-05-01 5.2688703549871300 1990-06-01 5.2580537934351600 1990-07-01 5.1370858451519500 1990-08-01 5.0250159432528900 1990-09-01 5.2588287105618500 1990-10-01 5.2703914105288490 1990-11-01 5.3105881002027500 1990-12-01 5.2635446197411800 1991-01-01 5.3110956003281300 1991-02-01 5.1779233348662310 1991-03-01 5.1196616664264500 1991-04-01 5.0008401601579600 1991-05-01 5.1717666955247600 1991-06-01 5.0406457725792695 1991-07-01 5.1323470704038490 1991-08-01 5.0277734113997400 1991-09-01 5.3635728860081295 1991-10-01 5.0822688190995000 1991-11-01 5.1137568325885190 1991-12-01 5.0657122536045300 1992-01-01 4.9095019223726600 1992-02-01 4.9942874894440400 1992-03-01 5.0244830360769200 1992-04-01 4.9827978891099010 1992-05-01 4.9711110829706000 1992-06-01 4.9175454202203400 1992-07-01 5.0122718652516390 1992-08-01 5.1282113630015500 1992-09-01 5.0746809007602700 1992-10-01 5.2017362358302200 1992-11-01 5.1178462016441500 1992-12-01 5.1699092341249900 1993-01-01 5.4291400533981110 1993-02-01 5.4108979854919600 1993-03-01 5.4194433393076510 1993-04-01 5.5594568301736510 1993-05-01 5.5641838990254495 1993-06-01 5.6934546684769300 1993-07-01 5.6978935066699100 1993-08-01 5.7212607314334700 1993-09-01 5.6837830150813000 1993-10-01 5.6277387702359105 1993-11-01 5.6192552730086400 1993-12-01 5.7726293848730705 1994-01-01 5.7510573594302800 1994-02-01 5.7351853233179600 1994-03-01 5.7218148635227095 1994-04-01 5.6329864970884300 1994-05-01 5.5436419954729300 1994-06-01 5.6766480559268500 1994-07-01 5.4800220994960700 1994-08-01 5.4106712050286510 1994-09-01 5.4920920154058400 1994-10-01 5.7696189941567900 1994-11-01 5.6158334794449900 1994-12-01 5.5610759051524500 1995-01-01 5.6824860515258800 1995-02-01 5.6521349039385900 1995-03-01 5.7155080691775900 1995-04-01 5.8158744403568400 1995-05-01 5.6234427765554500 1995-06-01 6.0671471517543500 1995-07-01 5.9724281248223905 1995-08-01 5.9097869585531400 1995-09-01 6.3948454127945010 1995-10-01 5.9991927816259800 1995-11-01 6.0008223691390890 1995-12-01 5.9454819693284900 1996-01-01 5.9046908383989300 1996-02-01 6.0747446744707800 1996-03-01 6.1242667446558094 1996-04-01 6.1070524950627190 1996-05-01 6.1993627715802890 1996-06-01 6.1611294228256700 1996-07-01 6.1662772655855700 1996-08-01 6.3121827181108700 1996-09-01 6.2970064054330805 1996-10-01 6.1189257866917100 1996-11-01 6.1731359752199810 1996-12-01 6.2231063913987400 1997-01-01 6.1320313476080800 1997-02-01 6.0958267833000190 1997-03-01 6.1372334172957100 1997-04-01 6.2077648553793505 1997-05-01 6.2891966469359600 1997-06-01 6.1534763320365190 1997-07-01 6.2718939597663800 1997-08-01 6.3061703995887810 1997-09-01 5.9900152131395310 1997-10-01 6.2137105109464500 1997-11-01 6.3450188902904600 1997-12-01 6.4060442327888090 1998-01-01 6.4556074453705410 1998-02-01 6.4220200093747010 1998-03-01 6.3688616378968295 1998-04-01 6.2147048529951100 1998-05-01 6.0835879735098600 1998-06-01 6.0396302330976600 1998-07-01 6.0768202246372200 1998-08-01 5.7951926104423610 1998-09-01 5.5821597782871300 1998-10-01 6.0007398448842000 1998-11-01 5.9115579032313400 1998-12-01 5.9840398381758000 1999-01-01 6.0794983435950100 1999-02-01 6.1429854741832010 1999-03-01 6.2072689657982700 1999-04-01 6.5372286444212310 1999-05-01 6.4065857426600990 1999-06-01 6.5157676580443000 1999-07-01 6.3699133750120100 1999-08-01 6.2768682017900390 1999-09-01 6.4538543623249600 1999-10-01 6.4804381187310900 1999-11-01 6.5890419955405095 1999-12-01 6.5807530983402690 2000-01-01 6.5978390290832000 2000-02-01 6.5623537121201500 2000-03-01 6.6492034042475305 2000-04-01 6.7685130280751595 2000-05-01 6.7372471709335490 2000-06-01 6.7847609859559910 2000-07-01 6.7538656551852500 2000-08-01 6.8558074426647110 2000-09-01 6.5004125445291600 2000-10-01 6.8685497328141200 2000-11-01 6.7802543196427400 2000-12-01 6.6870669439249300 2001-01-01 6.6185692716906300 2001-02-01 6.6828629371245600 2001-03-01 6.6893074531491505 2001-04-01 6.6983004757759210 2001-05-01 6.8735444911169900 2001-06-01 6.6528270836936600 2001-07-01 6.7292468441673210 2001-08-01 6.7118180509949410 2001-09-01 6.7193364901201200 2001-10-01 6.9761370916592000 2001-11-01 7.1034225264437590 2001-12-01 7.1200545012036910 2002-01-01 6.9351749547207495 2002-02-01 7.0039103106663300 2002-03-01 6.9219233219285500 2002-04-01 6.9196274410819100 2002-05-01 6.8820948610936790 2002-06-01 7.0169873363623205 2002-07-01 7.1062043272042410 2002-08-01 7.1731552870664400 2002-09-01 7.0347070472890305 2002-10-01 6.8999975642287690 2002-11-01 6.9423679061064900 2002-12-01 6.9610541484050190 2003-01-01 7.1497289638739800 2003-02-01 7.1235196557849000 2003-03-01 7.1449373415163210 2003-04-01 7.0401880305679000 2003-05-01 6.9718462426590190 2003-06-01 7.0661639121264805 2003-07-01 7.3892410776452500 2003-08-01 7.0340751118116000 2003-09-01 7.3576489373043295 2003-10-01 7.3372028042826110 2003-11-01 7.2947608719670090 2003-12-01 7.4133808078644700 2004-01-01 7.3540154510871100 2004-02-01 7.3457249771130390 2004-03-01 7.3575464662901400 2004-04-01 7.4545642451277500 2004-05-01 7.3302151445077595 2004-06-01 7.3083915865203610 2004-07-01 7.5937921085484800 2004-08-01 7.4206755588885200 2004-09-01 7.1971404610524590 2004-10-01 7.0641373156028700 2004-11-01 7.0388832337508000 2004-12-01 6.9490850470933790 2005-01-01 7.0650008332453200 2005-02-01 7.0790373908458800 2005-03-01 7.0663933940354700 2005-04-01 7.1642218078079810 2005-05-01 7.4626451583457700 2005-06-01 7.1522338098540100 2005-07-01 7.1124246253852100 2005-08-01 7.1066659458908200 2005-09-01 7.4769514235560000 2005-10-01 7.0927664942121400 2005-11-01 7.0680454048187400 2005-12-01 7.0668023969505190 2006-01-01 7.1768147644851900 2006-02-01 7.3058036922648210 2006-03-01 7.3690662660187005 2006-04-01 7.2680450697616300 2006-05-01 7.4837027242499800 2006-06-01 7.6048765851532200 2006-07-01 7.4390409957945005 2006-08-01 7.5243112401300890 2006-09-01 7.7895265156680700 2006-10-01 7.5096971411171700 2006-11-01 7.5795617211573690 2006-12-01 7.5574226179657300 2007-01-01 7.4923935913000000 2007-02-01 7.3132822773278800 2007-03-01 7.2623164647508800 2007-04-01 7.2716950848061210 2007-05-01 6.9187137134050400 2007-06-01 7.1695119201065305 2007-07-01 7.2672822280772200 2007-08-01 7.2489200709463395 2007-09-01 7.4301651190336200 2007-10-01 7.3319394786209300 2007-11-01 7.1836938484754000 2007-12-01 7.1346455598027690 2008-01-01 7.0888704481806695 2008-02-01 7.0010672490690300 2008-03-01 7.0405632950797500 2008-04-01 6.9671211208545000 2008-05-01 7.0763506271975810 2008-06-01 6.9577164351210910 2008-07-01 6.8953079887961195 2008-08-01 6.9012769373543900 2008-09-01 6.6776410105365300 2008-10-01 6.6363773669926200 2008-11-01 6.6828888346921800 2008-12-01 6.7131237083109110 2009-01-01 6.5730148723740200 2009-02-01 6.5711660561313300 2009-03-01 6.5091868185017800 2009-04-01 6.3600395951961195 2009-05-01 6.6507396642512400 2009-06-01 6.5611471884205100 2009-07-01 6.4223371974453310 2009-08-01 6.3503082395972590 2009-09-01 6.4452946694228600 2009-10-01 6.3374401454933600 2009-11-01 6.3794757272060405 2009-12-01 6.3922310487046100 2010-01-01 6.3422027152393605 2010-02-01 6.4235569651522500 2010-03-01 6.3706126841393600 2010-04-01 6.4623541344313600 2010-05-01 6.3451631204904700 2010-06-01 6.3713319665323900 2010-07-01 6.4444349826993300 2010-08-01 6.5031191829203800 2010-09-01 6.5106413650274690 2010-10-01 6.5290812466552195 2010-11-01 6.4727644172549490 2010-12-01 6.4827599086840095 2011-01-01 6.5037827413277010 2011-02-01 6.4644297311077900 2011-03-01 6.5299887875044410 2011-04-01 6.4825040304716200 2011-05-01 6.5542444141890300 2011-06-01 6.3839952768647500 2011-07-01 6.3630999641623700 2011-08-01 6.3396675157492100 2011-09-01 5.9722599858942400 2011-10-01 6.4120318007556390 2011-11-01 6.4591218087663190 2011-12-01 6.3723428559080200 2012-01-01 6.4686637036267700 2012-02-01 6.4250744904517200 2012-03-01 6.3989454557586510 2012-04-01 6.6122249799409200 2012-05-01 6.2727700777327000 2012-06-01 6.4902874964282000 2012-07-01 6.4653113654829095 2012-08-01 6.4563819947815900 2012-09-01 6.0215500204743400 2012-10-01 6.5886665492265410 2012-11-01 6.5439221058052900 2012-12-01 6.6762146130181600 2013-01-01 6.6450186252268900 2013-02-01 6.7060710841684905 2013-03-01 6.6846264065572600 2013-04-01 6.5412674292811000 2013-05-01 6.5969488403038300 2013-06-01 6.5845435808999600 2013-07-01 6.6472022119363800 2013-08-01 6.6420433276017800 2013-09-01 6.6616120789780995 2013-10-01 6.6702255789149810 2013-11-01 6.7346738325332900 2013-12-01 6.7807405093135400 2014-01-01 6.9451180850163900 2014-02-01 6.9114562671617810 2014-03-01 6.9855734013012190 2014-04-01 6.7647937214104700 2014-05-01 6.8205466743801100 2014-06-01 6.7619945859070600 2014-07-01 6.7055428134186700 2014-08-01 6.8108951961769700 2014-09-01 6.8859888033581610 2014-10-01 6.9665993017101510 2014-11-01 7.0377695505020790 2014-12-01 6.9939298862720800 2015-01-01 6.9542813884246300 2015-02-01 6.9242778494484100 2015-03-01 6.9984595552821200 2015-04-01 7.0787882216333795 2015-05-01 7.0473586944127900 2015-06-01 7.1386278895489000 2015-07-01 7.0504931578434900 2015-08-01 7.0679489530139800 2015-09-01 6.9990949050818490 2015-10-01 7.0630397514332400 2015-11-01 7.0494946162224700 2015-12-01 7.0057099150185890 2016-01-01 7.1721709685451600 2016-02-01 7.2518227434628700 2016-03-01 7.3200758569841910 2016-04-01 7.3806094842071400 2016-05-01 7.3681058150872600 2016-06-01 7.4111378042736600 2016-07-01 7.4972377752214900 2016-08-01 7.5281909118878090 2016-09-01 7.5058920059939190 2016-10-01 7.4646994919452500 2016-11-01 7.4725611072077000 2016-12-01 7.4156272198792690 2017-01-01 7.3747718118381900 2017-02-01 7.3653502974320695 2017-03-01 7.4509442098120795 2017-04-01 7.4780852102842200 2017-05-01 7.5900717304961690 2017-06-01 7.6934260711619010 2017-07-01 7.5590697642344500 2017-08-01 7.4960879202594200 2017-09-01 7.5141862122510100 2017-10-01 7.4575394871913900 2017-11-01 7.4947788847907200 2017-12-01 7.4143232576500090 2018-01-01 7.5719543587686700 2018-02-01 7.5683750252881910 2018-03-01 7.5754387590035090 2018-04-01 7.4741798343652400 2018-05-01 7.5139437215955200 2018-06-01 7.7850534492267310 2018-07-01 7.6401421013062800 2018-08-01 7.5778248286010800 2018-09-01 7.5255094551349600 2018-10-01 7.5516319015394600 2018-11-01 7.5104482450003700 2018-12-01 7.5122696969512806 2019-01-01 7.4499432283946210 2019-02-01 7.4542633748987900 2019-03-01 7.4917130578820395 2019-04-01 7.5727044092206300 2019-05-01 7.5366113502051695 2019-06-01 7.5896816629817305 2019-07-01 7.5349279440644010 2019-08-01 7.5755166388594700 2019-09-01 7.6461032673164110 2019-10-01 7.5415884382096300 2019-11-01 7.5064080136738704 2019-12-01 7.6033138188731400 2020-01-01 7.6302043274948210 2020-02-01 7.6473098646767310 2020-03-01 7.5020509994210100 2020-04-01 3.9613537688942904 2020-05-01 4.3591221778171600 2020-06-01 5.1935680389364410 2020-07-01 5.8361719547053300 2020-08-01 5.9745312827864800 2020-09-01 6.8727640531351400 2020-10-01 7.0357542042473300 2020-11-01 6.9939520749942900 2020-12-01 5.9999156100490705 2021-01-01 6.0164576018410600 2021-02-01 6.9399272182365100 2021-03-01 7.0096516430026510 2021-04-01 6.9498072485535100 2021-05-01 6.8690647782450200 2021-06-01 6.8016233118559190 2021-07-01 7.1313732495377300 2021-08-01 7.2696998286728505 2021-09-01 7.7067173701978600 2021-10-01 7.5309122448810990 2021-11-01 7.6743289802065400 2021-12-01 7.5981101287751700 2022-01-01 7.9205651770043800 2022-02-01 7.9417027401466500 2022-03-01 8.0076367578893000 2022-04-01 8.0391149353272900 2022-05-01 8.2737424592241400 2022-06-01 8.0066338936296600 2022-07-01 8.0215045763579200 2022-08-01 7.8611250200060200 2022-09-01 7.7351052306202400 2022-10-01 7.9323148393041100 2022-11-01 8.0558113728240390 2022-12-01 8.2028559311819010 2023-01-01 8.2296621670580900 2023-02-01 8.2455357455026110 2023-03-01 8.3043450464279990 2023-04-01 8.4348115762280800 2023-05-01 8.4689268859040400 2023-06-01 8.6088669783411800 2023-07-01 8.7056124720964600 2023-08-01 8.8563871404101900 2023-09-01 8.6568955261003000 2023-10-01 8.8363040640933010 2023-11-01 8.8436880697788100 2023-12-01 8.8023311086585800 2024-01-01 8.7414992198128500 2024-02-01 8.8525722173743000 2024-03-01 8.9021970202195890