Table Data - All Employees: Leisure and Hospitality in Niles-Benton Harbor, MI (MSA)
| Title | All Employees: Leisure and Hospitality in Niles-Benton Harbor, MI (MSA) |
|---|---|
| Series ID | NILE626LEIH |
| 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 2024-12-01 |
| Last Updated | 2025-01-29 7:03 AM CST |
| 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. More information on X-13ARIMA-SEATS can be found here. 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. 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 | 5.5904790745737100 |
| 1990-02-01 | 5.6017543104414900 |
| 1990-03-01 | 5.5948064471817700 |
| 1990-04-01 | 5.6607712162601600 |
| 1990-05-01 | 5.6674508266936700 |
| 1990-06-01 | 5.5815673292635095 |
| 1990-07-01 | 5.5789516374402500 |
| 1990-08-01 | 5.6792252409316200 |
| 1990-09-01 | 5.7085139545237800 |
| 1990-10-01 | 5.6731098476756700 |
| 1990-11-01 | 5.7002415950423100 |
| 1990-12-01 | 5.6660873433343210 |
| 1991-01-01 | 5.4878980662425400 |
| 1991-02-01 | 5.4935402510510190 |
| 1991-03-01 | 5.5917376495670900 |
| 1991-04-01 | 5.6682746811915810 |
| 1991-05-01 | 5.5759455310164200 |
| 1991-06-01 | 5.6854263463122905 |
| 1991-07-01 | 5.6779306892563800 |
| 1991-08-01 | 5.5711029878684100 |
| 1991-09-01 | 5.6070008945366910 |
| 1991-10-01 | 5.5782420654115900 |
| 1991-11-01 | 5.5970293335656000 |
| 1991-12-01 | 5.5632328295986410 |
| 1992-01-01 | 5.6870858935228300 |
| 1992-02-01 | 5.6873852598539605 |
| 1992-03-01 | 5.6911423311258210 |
| 1992-04-01 | 5.6769605837932500 |
| 1992-05-01 | 5.7911979421625310 |
| 1992-06-01 | 5.7856206553947700 |
| 1992-07-01 | 5.7684693573045000 |
| 1992-08-01 | 5.6590208669447400 |
| 1992-09-01 | 5.7058791978889090 |
| 1992-10-01 | 5.8881827198543390 |
| 1992-11-01 | 5.7923502874356510 |
| 1992-12-01 | 5.8669863103446400 |
| 1993-01-01 | 5.8869416776024810 |
| 1993-02-01 | 5.9816103331482100 |
| 1993-03-01 | 5.8984520896779690 |
| 1993-04-01 | 5.7826521711859500 |
| 1993-05-01 | 5.7983350454381390 |
| 1993-06-01 | 5.6810088401976100 |
| 1993-07-01 | 5.7558385612729800 |
| 1993-08-01 | 5.8452171901536300 |
| 1993-09-01 | 5.9078598506130495 |
| 1993-10-01 | 5.9021493005283090 |
| 1993-11-01 | 5.8887507626280100 |
| 1993-12-01 | 5.9699334037023790 |
| 1994-01-01 | 6.1883398899300710 |
| 1994-02-01 | 6.0817185137219910 |
| 1994-03-01 | 6.1109899625471800 |
| 1994-04-01 | 6.0864537787626505 |
| 1994-05-01 | 6.0994499308254600 |
| 1994-06-01 | 5.9703620275991610 |
| 1994-07-01 | 6.4386721682089805 |
| 1994-08-01 | 6.3290046978465000 |
| 1994-09-01 | 6.3038633208753600 |
| 1994-10-01 | 6.3232582902120200 |
| 1994-11-01 | 6.3942600815069600 |
| 1994-12-01 | 6.3838578599974000 |
| 1995-01-01 | 6.2909387081291110 |
| 1995-02-01 | 6.2817222786369500 |
| 1995-03-01 | 6.3197703973782895 |
| 1995-04-01 | 6.4883145743349000 |
| 1995-05-01 | 6.3898753663830700 |
| 1995-06-01 | 6.4523485554121510 |
| 1995-07-01 | 6.4203805524882810 |
| 1995-08-01 | 6.6184375295024300 |
| 1995-09-01 | 6.8980873421032910 |
| 1995-10-01 | 6.7490933815887795 |
| 1995-11-01 | 6.9094883771483400 |
| 1995-12-01 | 6.8987453232078200 |
| 1996-01-01 | 6.9959420026176500 |
| 1996-02-01 | 7.0843861688521805 |
| 1996-03-01 | 7.1185837281304600 |
| 1996-04-01 | 7.2863112520078900 |
| 1996-05-01 | 7.2761885017222600 |
| 1996-06-01 | 7.2318657394138800 |
| 1996-07-01 | 6.6981354813939500 |
| 1996-08-01 | 7.1187760517338490 |
| 1996-09-01 | 7.0930883600221400 |
| 1996-10-01 | 7.0743773149639500 |
| 1996-11-01 | 7.0319986325990090 |
| 1996-12-01 | 7.0173336872458100 |
| 1997-01-01 | 6.9997576827063100 |
| 1997-02-01 | 6.8829445205872695 |
| 1997-03-01 | 6.8088893116604600 |
| 1997-04-01 | 6.7836592131933795 |
| 1997-05-01 | 6.8595499912891200 |
| 1997-06-01 | 6.9168489206676790 |
| 1997-07-01 | 7.0753281880070900 |
| 1997-08-01 | 7.4338607738589690 |
| 1997-09-01 | 6.8876095167500310 |
| 1997-10-01 | 6.8881156944271600 |
| 1997-11-01 | 6.8503328842543500 |
| 1997-12-01 | 6.8232286550408900 |
| 1998-01-01 | 7.1125656381563500 |
| 1998-02-01 | 6.8853782005015100 |
| 1998-03-01 | 6.9014491588851700 |
| 1998-04-01 | 6.7843461876408300 |
| 1998-05-01 | 6.9468785980334300 |
| 1998-06-01 | 6.8051326839599200 |
| 1998-07-01 | 6.5589479920899500 |
| 1998-08-01 | 6.7433606897494700 |
| 1998-09-01 | 6.7757365769116300 |
| 1998-10-01 | 6.6933962174697010 |
| 1998-11-01 | 6.6631476956664400 |
| 1998-12-01 | 6.7141070909132600 |
| 1999-01-01 | 6.8408597429453000 |
| 1999-02-01 | 6.8981220992849800 |
| 1999-03-01 | 6.8992755406890500 |
| 1999-04-01 | 6.7795471261335490 |
| 1999-05-01 | 6.7454807349470310 |
| 1999-06-01 | 6.5927478692205800 |
| 1999-07-01 | 6.5533204439609700 |
| 1999-08-01 | 6.4447221836617400 |
| 1999-09-01 | 6.3530043441432590 |
| 1999-10-01 | 6.3900377110501600 |
| 1999-11-01 | 6.3617391269115810 |
| 1999-12-01 | 6.3970257511339810 |
| 2000-01-01 | 6.8866705055542800 |
| 2000-02-01 | 6.8244058453881395 |
| 2000-03-01 | 6.8049174349419200 |
| 2000-04-01 | 7.0698257856178800 |
| 2000-05-01 | 6.7386555274927495 |
| 2000-06-01 | 6.6817436286842500 |
| 2000-07-01 | 6.8633876447202200 |
| 2000-08-01 | 6.7340701821955990 |
| 2000-09-01 | 6.8317581727567100 |
| 2000-10-01 | 7.0773775695224110 |
| 2000-11-01 | 6.8560448802367810 |
| 2000-12-01 | 6.6777589856308300 |
| 2001-01-01 | 6.5316353407912900 |
| 2001-02-01 | 6.3605149115937800 |
| 2001-03-01 | 6.4177755446115805 |
| 2001-04-01 | 6.4537185776627000 |
| 2001-05-01 | 6.4247968010878305 |
| 2001-06-01 | 6.4762338466088300 |
| 2001-07-01 | 6.3795860430557900 |
| 2001-08-01 | 6.3226571429175100 |
| 2001-09-01 | 6.4124524603872890 |
| 2001-10-01 | 6.1627016788455000 |
| 2001-11-01 | 6.1440510019950700 |
| 2001-12-01 | 6.2655942592981600 |
| 2002-01-01 | 6.1704984151646190 |
| 2002-02-01 | 6.1937513224539290 |
| 2002-03-01 | 6.2300654679994105 |
| 2002-04-01 | 6.3424293170766000 |
| 2002-05-01 | 6.3055394404807200 |
| 2002-06-01 | 6.4729166031296910 |
| 2002-07-01 | 6.3915092201597090 |
| 2002-08-01 | 6.5053592475493300 |
| 2002-09-01 | 6.4998475850541610 |
| 2002-10-01 | 6.6573001513527200 |
| 2002-11-01 | 6.4468653486962200 |
| 2002-12-01 | 6.3670641847855310 |
| 2003-01-01 | 6.2856609513780900 |
| 2003-02-01 | 6.3169836760281500 |
| 2003-03-01 | 6.3354684459704105 |
| 2003-04-01 | 6.2293338271434100 |
| 2003-05-01 | 6.2917116697297890 |
| 2003-06-01 | 6.1697870326768700 |
| 2003-07-01 | 6.0992828816616500 |
| 2003-08-01 | 6.1912408930528610 |
| 2003-09-01 | 6.1869060310296495 |
| 2003-10-01 | 6.2593027135342805 |
| 2003-11-01 | 6.1585506121850890 |
| 2003-12-01 | 6.1896139247902690 |
| 2004-01-01 | 6.4849230101327800 |
| 2004-02-01 | 6.1251424639163210 |
| 2004-03-01 | 6.1300027919119800 |
| 2004-04-01 | 6.1199207736249500 |
| 2004-05-01 | 6.1802701165580410 |
| 2004-06-01 | 6.0737048911377000 |
| 2004-07-01 | 6.0921176269432490 |
| 2004-08-01 | 6.0803429726143490 |
| 2004-09-01 | 6.0762922596570990 |
| 2004-10-01 | 6.1648920180901910 |
| 2004-11-01 | 6.2833867194760000 |
| 2004-12-01 | 6.3166882421833800 |
| 2005-01-01 | 6.2722654553012100 |
| 2005-02-01 | 6.3280051694189910 |
| 2005-03-01 | 6.3336557134164700 |
| 2005-04-01 | 6.4122938312760995 |
| 2005-05-01 | 6.1697420497798490 |
| 2005-06-01 | 6.1764462671267000 |
| 2005-07-01 | 6.2695121533053810 |
| 2005-08-01 | 6.1699718439225900 |
| 2005-09-01 | 6.1680476978099295 |
| 2005-10-01 | 6.0700082112606800 |
| 2005-11-01 | 6.1012564239116300 |
| 2005-12-01 | 6.0447911969824695 |
| 2006-01-01 | 6.1741149822136100 |
| 2006-02-01 | 6.1312194274356000 |
| 2006-03-01 | 6.1482507918532800 |
| 2006-04-01 | 6.2093549030296300 |
| 2006-05-01 | 6.1582391301747315 |
| 2006-06-01 | 6.2665307445537810 |
| 2006-07-01 | 6.1336522984790000 |
| 2006-08-01 | 6.0510560446289094 |
| 2006-09-01 | 6.2606557612674200 |
| 2006-10-01 | 6.2790810665166290 |
| 2006-11-01 | 6.1298308143727900 |
| 2006-12-01 | 6.2666053773583600 |
| 2007-01-01 | 6.3835351378683700 |
| 2007-02-01 | 6.3377378316607400 |
| 2007-03-01 | 6.3700960877050810 |
| 2007-04-01 | 6.3109086246677300 |
| 2007-05-01 | 6.2477361172569905 |
| 2007-06-01 | 6.2406579262890300 |
| 2007-07-01 | 6.3003416110939210 |
| 2007-08-01 | 6.2191849435460900 |
| 2007-09-01 | 6.2640144895550005 |
| 2007-10-01 | 6.1804212344294910 |
| 2007-11-01 | 6.1572521797887800 |
| 2007-12-01 | 6.1848630578615500 |
| 2008-01-01 | 6.1055532419646300 |
| 2008-02-01 | 6.1454802208121390 |
| 2008-03-01 | 6.0878237845817200 |
| 2008-04-01 | 6.1228702284535900 |
| 2008-05-01 | 6.2333753293634700 |
| 2008-06-01 | 6.1149320997560090 |
| 2008-07-01 | 6.1650606078351910 |
| 2008-08-01 | 6.1806288936520400 |
| 2008-09-01 | 6.1755676601651800 |
| 2008-10-01 | 6.1761301153947010 |
| 2008-11-01 | 6.1877826783396195 |
| 2008-12-01 | 6.0960804155907910 |
| 2009-01-01 | 6.0254735381851190 |
| 2009-02-01 | 6.0600755510262690 |
| 2009-03-01 | 6.0032698533582200 |
| 2009-04-01 | 6.1420864013275300 |
| 2009-05-01 | 6.1138344802423800 |
| 2009-06-01 | 6.0891102336453700 |
| 2009-07-01 | 5.9298158809803400 |
| 2009-08-01 | 5.9455691084083090 |
| 2009-09-01 | 6.0998041152492800 |
| 2009-10-01 | 5.8696792158805590 |
| 2009-11-01 | 5.9052720580136700 |
| 2009-12-01 | 6.0041704638067110 |
| 2010-01-01 | 6.0372736562205100 |
| 2010-02-01 | 6.0749929283076000 |
| 2010-03-01 | 6.1161408043804600 |
| 2010-04-01 | 6.0715198092399600 |
| 2010-05-01 | 6.0022775880309290 |
| 2010-06-01 | 6.0663070775716790 |
| 2010-07-01 | 6.0875736295676100 |
| 2010-08-01 | 6.1183892652399100 |
| 2010-09-01 | 6.0153077727902700 |
| 2010-10-01 | 6.0658327429506800 |
| 2010-11-01 | 6.0246572489117090 |
| 2010-12-01 | 6.0145437601578500 |
| 2011-01-01 | 5.9328940226888890 |
| 2011-02-01 | 5.9931644586950600 |
| 2011-03-01 | 5.9268732240332310 |
| 2011-04-01 | 5.9073440067678800 |
| 2011-05-01 | 5.8971562091330990 |
| 2011-06-01 | 5.8409646109092600 |
| 2011-07-01 | 5.8471035303052400 |
| 2011-08-01 | 5.8963129601619295 |
| 2011-09-01 | 5.8251494166682400 |
| 2011-10-01 | 5.8570360209077500 |
| 2011-11-01 | 5.8419085906811300 |
| 2011-12-01 | 5.7262255055602900 |
| 2012-01-01 | 5.9256380979733000 |
| 2012-02-01 | 5.9129037201720890 |
| 2012-03-01 | 6.1386471351075810 |
| 2012-04-01 | 6.1477645643836500 |
| 2012-05-01 | 6.1956107569909090 |
| 2012-06-01 | 6.2186802423603300 |
| 2012-07-01 | 6.2022404537670710 |
| 2012-08-01 | 6.1750954979980100 |
| 2012-09-01 | 6.2218374989832000 |
| 2012-10-01 | 6.2466952662222990 |
| 2012-11-01 | 6.3608161050680000 |
| 2012-12-01 | 6.3450224035137400 |
| 2013-01-01 | 6.4252169842578600 |
| 2013-02-01 | 6.4385558810598000 |
| 2013-03-01 | 6.3465870070149410 |
| 2013-04-01 | 6.2791458567855410 |
| 2013-05-01 | 6.2888876715907800 |
| 2013-06-01 | 6.3972008385826600 |
| 2013-07-01 | 6.5663746607556200 |
| 2013-08-01 | 6.5539908245311110 |
| 2013-09-01 | 6.7154234381301390 |
| 2013-10-01 | 6.7358995226201000 |
| 2013-11-01 | 6.7673771402338100 |
| 2013-12-01 | 6.8732985879015710 |
| 2014-01-01 | 6.9386824791454810 |
| 2014-02-01 | 6.9586233688328000 |
| 2014-03-01 | 6.9488470191262400 |
| 2014-04-01 | 7.0076258957619700 |
| 2014-05-01 | 7.0853862650491900 |
| 2014-06-01 | 7.0707920114988400 |
| 2014-07-01 | 7.0384769399651300 |
| 2014-08-01 | 7.0274157263476390 |
| 2014-09-01 | 7.0083349839510090 |
| 2014-10-01 | 7.0264188128277900 |
| 2014-11-01 | 6.9759999083639700 |
| 2014-12-01 | 7.1091856696388795 |
| 2015-01-01 | 7.0590340266456400 |
| 2015-02-01 | 7.0685941962010190 |
| 2015-03-01 | 7.1402266733813800 |
| 2015-04-01 | 7.2291546238080295 |
| 2015-05-01 | 7.2928104512811400 |
| 2015-06-01 | 7.3355555106544290 |
| 2015-07-01 | 7.4213370083569500 |
| 2015-08-01 | 7.4009651175988490 |
| 2015-09-01 | 7.5139655547042200 |
| 2015-10-01 | 7.2094623350134100 |
| 2015-11-01 | 7.3859097497525590 |
| 2015-12-01 | 7.3400502397144810 |
| 2016-01-01 | 7.3822813930819400 |
| 2016-02-01 | 7.3688449544370590 |
| 2016-03-01 | 7.4341713325013400 |
| 2016-04-01 | 7.4394842443889900 |
| 2016-05-01 | 7.4073893390327590 |
| 2016-06-01 | 7.3001402616571900 |
| 2016-07-01 | 7.3094440785219410 |
| 2016-08-01 | 7.3839000153047890 |
| 2016-09-01 | 7.4253861264050105 |
| 2016-10-01 | 7.3946342524483610 |
| 2016-11-01 | 7.4952733480760200 |
| 2016-12-01 | 7.3639468003644300 |
| 2017-01-01 | 7.3948807288748300 |
| 2017-02-01 | 7.4574341514556100 |
| 2017-03-01 | 7.5281834740868090 |
| 2017-04-01 | 7.4423489079859810 |
| 2017-05-01 | 7.5231457665247310 |
| 2017-06-01 | 7.6759572814573600 |
| 2017-07-01 | 7.5108605644993500 |
| 2017-08-01 | 7.5886723502037800 |
| 2017-09-01 | 7.3389648220860300 |
| 2017-10-01 | 7.4761906668255405 |
| 2017-11-01 | 7.4953626986656605 |
| 2017-12-01 | 7.4729607214885405 |
| 2018-01-01 | 7.4906238329958490 |
| 2018-02-01 | 7.5417871102399000 |
| 2018-03-01 | 7.5272303625105000 |
| 2018-04-01 | 7.4414664327499200 |
| 2018-05-01 | 7.4402974848729900 |
| 2018-06-01 | 7.6709176250867990 |
| 2018-07-01 | 7.6173632939890600 |
| 2018-08-01 | 7.6077678457656910 |
| 2018-09-01 | 7.5507936214450900 |
| 2018-10-01 | 7.6658792653680194 |
| 2018-11-01 | 7.4856071477991700 |
| 2018-12-01 | 7.5668536874126300 |
| 2019-01-01 | 7.5752928272232400 |
| 2019-02-01 | 7.4200606207252400 |
| 2019-03-01 | 7.5268874534456800 |
| 2019-04-01 | 7.7336287313334200 |
| 2019-05-01 | 7.6573562949620900 |
| 2019-06-01 | 7.6826487190785200 |
| 2019-07-01 | 7.6364922227115090 |
| 2019-08-01 | 7.5338454505787300 |
| 2019-09-01 | 7.5617467601264000 |
| 2019-10-01 | 7.4621896954333090 |
| 2019-11-01 | 7.4674092134803000 |
| 2019-12-01 | 7.6481674367030800 |
| 2020-01-01 | 7.4519360816097400 |
| 2020-02-01 | 7.5065372828527600 |
| 2020-03-01 | 7.2314125249804100 |
| 2020-04-01 | 3.7095124892799998 |
| 2020-05-01 | 3.8712431991329104 |
| 2020-06-01 | 4.9044243917313700 |
| 2020-07-01 | 5.6586644827352210 |
| 2020-08-01 | 5.8606519995622800 |
| 2020-09-01 | 6.2702482523464110 |
| 2020-10-01 | 6.1799314607530205 |
| 2020-11-01 | 6.1449059498436300 |
| 2020-12-01 | 5.1271947930203100 |
| 2021-01-01 | 5.2232318069580200 |
| 2021-02-01 | 5.9871954915605490 |
| 2021-03-01 | 6.1229980296679010 |
| 2021-04-01 | 6.1886183503901100 |
| 2021-05-01 | 6.2791379569006300 |
| 2021-06-01 | 6.3378880373175800 |
| 2021-07-01 | 6.4933304408427600 |
| 2021-08-01 | 6.5814628497328700 |
| 2021-09-01 | 6.6741924144204200 |
| 2021-10-01 | 6.8001281874345900 |
| 2021-11-01 | 6.9253553151210600 |
| 2021-12-01 | 6.9061040238851910 |
| 2022-01-01 | 6.8937681233166100 |
| 2022-02-01 | 6.9716210477499990 |
| 2022-03-01 | 7.0110414642604700 |
| 2022-04-01 | 7.0726182461351390 |
| 2022-05-01 | 6.9842555929003890 |
| 2022-06-01 | 6.9649032805190805 |
| 2022-07-01 | 6.9249631680934900 |
| 2022-08-01 | 6.9937347539722800 |
| 2022-09-01 | 6.9798013097450900 |
| 2022-10-01 | 6.9239431689108395 |
| 2022-11-01 | 7.1153088812611300 |
| 2022-12-01 | 7.0860628727930590 |
| 2023-01-01 | 7.1711519964154800 |
| 2023-02-01 | 7.2524822294488100 |
| 2023-03-01 | 7.2952068649513695 |
| 2023-04-01 | 7.4658845714918700 |
| 2023-05-01 | 7.4900026416862500 |
| 2023-06-01 | 7.6811454439622100 |
| 2023-07-01 | 7.7529757026469300 |
| 2023-08-01 | 7.8986531456189400 |
| 2023-09-01 | 7.6843614552176000 |
| 2023-10-01 | 7.7397663898400900 |
| 2023-11-01 | 7.8171261881366805 |
| 2023-12-01 | 7.8685068293892690 |
| 2024-01-01 | 7.9545388436076800 |
| 2024-02-01 | 8.0397736741367800 |
| 2024-03-01 | 7.8905380385802810 |
| 2024-04-01 | 7.7591240029829910 |
| 2024-05-01 | 7.7947641227245200 |
| 2024-06-01 | 7.6844386991499505 |
| 2024-07-01 | 7.6664005131890890 |
| 2024-08-01 | 7.6031025286647600 |
| 2024-09-01 | 7.7865515139359500 |
| 2024-10-01 | 7.8516539741680000 |
| 2024-11-01 | 7.8256681155556700 |
| 2024-12-01 | 7.9557269795057310 |
