Table Data - All Employees: Service-Providing in Niles-Benton Harbor, MI (MSA)
| Title | All Employees: Service-Providing in Niles-Benton Harbor, MI (MSA) |
|---|---|
| Series ID | SMU26356600700000001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 5:38 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 | 44.308115393244200 |
| 1990-02-01 | 44.605521936050394 |
| 1990-03-01 | 44.010272095757500 |
| 1990-04-01 | 44.711059326901704 |
| 1990-05-01 | 44.881857143927500 |
| 1990-06-01 | 44.991465952176290 |
| 1990-07-01 | 45.291468541978800 |
| 1990-08-01 | 45.582384871968000 |
| 1990-09-01 | 45.722078149120400 |
| 1990-10-01 | 45.488802184157200 |
| 1990-11-01 | 45.440917192704600 |
| 1990-12-01 | 45.467936594227105 |
| 1991-01-01 | 43.698905632768600 |
| 1991-02-01 | 43.472329032717600 |
| 1991-03-01 | 43.484899577068994 |
| 1991-04-01 | 43.942349431589700 |
| 1991-05-01 | 43.925744143830700 |
| 1991-06-01 | 44.029453102670790 |
| 1991-07-01 | 44.404760786375896 |
| 1991-08-01 | 43.769687240650704 |
| 1991-09-01 | 43.937544346955800 |
| 1991-10-01 | 43.779448134715200 |
| 1991-11-01 | 43.780856253240096 |
| 1991-12-01 | 43.921286241388906 |
| 1992-01-01 | 44.285837948121600 |
| 1992-02-01 | 44.247162487645400 |
| 1992-03-01 | 44.858815945551100 |
| 1992-04-01 | 44.597541572984200 |
| 1992-05-01 | 44.817270426814794 |
| 1992-06-01 | 45.178622287751210 |
| 1992-07-01 | 44.638190665524704 |
| 1992-08-01 | 44.549248191872394 |
| 1992-09-01 | 44.640088941416700 |
| 1992-10-01 | 44.868260662384900 |
| 1992-11-01 | 44.775177084477900 |
| 1992-12-01 | 44.728846572620300 |
| 1993-01-01 | 45.106974387225100 |
| 1993-02-01 | 45.334398515725795 |
| 1993-03-01 | 45.224689733135210 |
| 1993-04-01 | 45.473421911009396 |
| 1993-05-01 | 45.625396632760705 |
| 1993-06-01 | 45.831489583186500 |
| 1993-07-01 | 46.096218697827794 |
| 1993-08-01 | 46.111228652758896 |
| 1993-09-01 | 46.030895262761000 |
| 1993-10-01 | 46.542784134240400 |
| 1993-11-01 | 46.540328161797895 |
| 1993-12-01 | 46.821587022313004 |
| 1994-01-01 | 46.856090865430495 |
| 1994-02-01 | 47.039166085538300 |
| 1994-03-01 | 47.121470358971300 |
| 1994-04-01 | 46.742557002780710 |
| 1994-05-01 | 46.831018947665900 |
| 1994-06-01 | 46.751338759363390 |
| 1994-07-01 | 47.165205200376704 |
| 1994-08-01 | 47.358168435422200 |
| 1994-09-01 | 47.398334515644706 |
| 1994-10-01 | 47.021508470761900 |
| 1994-11-01 | 47.851339887451900 |
| 1994-12-01 | 48.213892158785896 |
| 1995-01-01 | 47.627450160303205 |
| 1995-02-01 | 47.447429412312296 |
| 1995-03-01 | 47.335677316478600 |
| 1995-04-01 | 47.389118587588400 |
| 1995-05-01 | 47.179257301877800 |
| 1995-06-01 | 47.050651397500800 |
| 1995-07-01 | 48.337536495137100 |
| 1995-08-01 | 47.732713093994210 |
| 1995-09-01 | 47.955639548269000 |
| 1995-10-01 | 47.489862689119100 |
| 1995-11-01 | 47.785289497254200 |
| 1995-12-01 | 47.950497226549395 |
| 1996-01-01 | 47.509351521038400 |
| 1996-02-01 | 47.667164456005200 |
| 1996-03-01 | 47.864710160574800 |
| 1996-04-01 | 48.098362003535605 |
| 1996-05-01 | 48.177939850723300 |
| 1996-06-01 | 48.314465473225100 |
| 1996-07-01 | 48.175214853465300 |
| 1996-08-01 | 48.964339897453390 |
| 1996-09-01 | 48.100372141163400 |
| 1996-10-01 | 48.357782283549400 |
| 1996-11-01 | 48.404297396116290 |
| 1996-12-01 | 48.335070858986704 |
| 1997-01-01 | 48.270939198305900 |
| 1997-02-01 | 48.168860504877700 |
| 1997-03-01 | 48.384623428466995 |
| 1997-04-01 | 48.152282225352600 |
| 1997-05-01 | 48.244855009579496 |
| 1997-06-01 | 48.370737912338290 |
| 1997-07-01 | 48.183095512393294 |
| 1997-08-01 | 48.872722821812710 |
| 1997-09-01 | 48.595979460936000 |
| 1997-10-01 | 48.389550106949100 |
| 1997-11-01 | 48.210100446439505 |
| 1997-12-01 | 47.942906370719300 |
| 1998-01-01 | 49.037586533742200 |
| 1998-02-01 | 49.067009953614500 |
| 1998-03-01 | 48.870440684532010 |
| 1998-04-01 | 49.311210324908800 |
| 1998-05-01 | 49.642278062946300 |
| 1998-06-01 | 49.513162719317900 |
| 1998-07-01 | 48.765387140598094 |
| 1998-08-01 | 49.479449281903400 |
| 1998-09-01 | 49.681918290548296 |
| 1998-10-01 | 49.946329346956700 |
| 1998-11-01 | 50.143952113707400 |
| 1998-12-01 | 49.943765080572400 |
| 1999-01-01 | 49.797007546043304 |
| 1999-02-01 | 50.067043896190500 |
| 1999-03-01 | 50.146871391112796 |
| 1999-04-01 | 49.865396252826900 |
| 1999-05-01 | 50.138420993586500 |
| 1999-06-01 | 49.860929570775400 |
| 1999-07-01 | 50.255975941645296 |
| 1999-08-01 | 49.871280454234400 |
| 1999-09-01 | 50.076708003225406 |
| 1999-10-01 | 50.331216117620706 |
| 1999-11-01 | 49.929029459609900 |
| 1999-12-01 | 50.336920975468800 |
| 2000-01-01 | 51.258125956070096 |
| 2000-02-01 | 51.187000203337200 |
| 2000-03-01 | 50.895916025026700 |
| 2000-04-01 | 51.477403334791600 |
| 2000-05-01 | 50.840030195579500 |
| 2000-06-01 | 50.402110030136210 |
| 2000-07-01 | 51.445474953743705 |
| 2000-08-01 | 50.721027506183994 |
| 2000-09-01 | 50.730763787623790 |
| 2000-10-01 | 51.081344657386890 |
| 2000-11-01 | 51.021027236737500 |
| 2000-12-01 | 51.044710641317394 |
| 2001-01-01 | 49.979046056792406 |
| 2001-02-01 | 49.808965912786206 |
| 2001-03-01 | 49.959655167750796 |
| 2001-04-01 | 49.574104288991200 |
| 2001-05-01 | 49.338551337816200 |
| 2001-06-01 | 49.866140250920600 |
| 2001-07-01 | 49.653946607049896 |
| 2001-08-01 | 49.951215412770300 |
| 2001-09-01 | 49.984099023602504 |
| 2001-10-01 | 49.624675945471495 |
| 2001-11-01 | 49.797638648905604 |
| 2001-12-01 | 49.973425656240100 |
| 2002-01-01 | 49.470390464093505 |
| 2002-02-01 | 49.626918280610800 |
| 2002-03-01 | 49.920002455432396 |
| 2002-04-01 | 49.991212602309396 |
| 2002-05-01 | 50.264840555868396 |
| 2002-06-01 | 50.068290350607796 |
| 2002-07-01 | 49.249700502373800 |
| 2002-08-01 | 49.851332836516200 |
| 2002-09-01 | 49.393050489338400 |
| 2002-10-01 | 49.172925113499204 |
| 2002-11-01 | 48.895778625206400 |
| 2002-12-01 | 48.903596917518210 |
| 2003-01-01 | 49.043836890853210 |
| 2003-02-01 | 48.838480524886705 |
| 2003-03-01 | 48.636218837592200 |
| 2003-04-01 | 48.091017269037400 |
| 2003-05-01 | 48.678441271678710 |
| 2003-06-01 | 48.308803598036000 |
| 2003-07-01 | 47.931436546972506 |
| 2003-08-01 | 47.646928997679900 |
| 2003-09-01 | 47.496524179478210 |
| 2003-10-01 | 47.269467345312390 |
| 2003-11-01 | 47.695557904533610 |
| 2003-12-01 | 47.235726148615210 |
| 2004-01-01 | 47.425932650059200 |
| 2004-02-01 | 47.243911706899400 |
| 2004-03-01 | 47.302720612679394 |
| 2004-04-01 | 47.110582105515604 |
| 2004-05-01 | 46.916541130810000 |
| 2004-06-01 | 46.767720113118000 |
| 2004-07-01 | 46.446694210231200 |
| 2004-08-01 | 46.803138866728600 |
| 2004-09-01 | 47.099939637716396 |
| 2004-10-01 | 47.242845335543100 |
| 2004-11-01 | 47.006600341652000 |
| 2004-12-01 | 47.046345401868706 |
| 2005-01-01 | 47.837090713048200 |
| 2005-02-01 | 47.881673230721596 |
| 2005-03-01 | 47.834023711735700 |
| 2005-04-01 | 48.117591226246700 |
| 2005-05-01 | 47.566018896602110 |
| 2005-06-01 | 47.510280587470895 |
| 2005-07-01 | 47.929140889071100 |
| 2005-08-01 | 47.400050334784495 |
| 2005-09-01 | 47.821825927848394 |
| 2005-10-01 | 47.763985311993710 |
| 2005-11-01 | 47.727309315283300 |
| 2005-12-01 | 47.862275486017800 |
| 2006-01-01 | 47.201127503539894 |
| 2006-02-01 | 47.170697063351000 |
| 2006-03-01 | 47.094932877113200 |
| 2006-04-01 | 46.828781235604104 |
| 2006-05-01 | 46.913985387298700 |
| 2006-06-01 | 46.789044318603900 |
| 2006-07-01 | 46.580091103352790 |
| 2006-08-01 | 46.435720126476300 |
| 2006-09-01 | 46.681085358935796 |
| 2006-10-01 | 46.605312733746790 |
| 2006-11-01 | 46.748736767816600 |
| 2006-12-01 | 46.751389187582205 |
| 2007-01-01 | 46.822123491237500 |
| 2007-02-01 | 47.012697426147900 |
| 2007-03-01 | 46.967419376219596 |
| 2007-04-01 | 47.161815632027400 |
| 2007-05-01 | 47.102636638318300 |
| 2007-06-01 | 47.280484943523100 |
| 2007-07-01 | 48.225043012813100 |
| 2007-08-01 | 49.644778050369396 |
| 2007-09-01 | 49.285327104392394 |
| 2007-10-01 | 48.774289275152796 |
| 2007-11-01 | 49.008883353992790 |
| 2007-12-01 | 49.283236812721206 |
| 2008-01-01 | 49.126541683616400 |
| 2008-02-01 | 49.032970029995006 |
| 2008-03-01 | 48.898647139005500 |
| 2008-04-01 | 48.906936930638710 |
| 2008-05-01 | 48.975570061352500 |
| 2008-06-01 | 48.739373851015700 |
| 2008-07-01 | 48.663140455540294 |
| 2008-08-01 | 48.672802267068604 |
| 2008-09-01 | 48.323309399974500 |
| 2008-10-01 | 48.196418998721600 |
| 2008-11-01 | 48.268028572656300 |
| 2008-12-01 | 47.235118078474294 |
| 2009-01-01 | 46.797418176395500 |
| 2009-02-01 | 46.624081084752290 |
| 2009-03-01 | 46.674596129513795 |
| 2009-04-01 | 47.048987263479795 |
| 2009-05-01 | 46.447297698111110 |
| 2009-06-01 | 46.593754489138206 |
| 2009-07-01 | 45.826295392595900 |
| 2009-08-01 | 45.765597192328100 |
| 2009-09-01 | 45.551200476736500 |
| 2009-10-01 | 45.840177981390106 |
| 2009-11-01 | 45.935192171765300 |
| 2009-12-01 | 46.025363855184100 |
| 2010-01-01 | 46.022315335602100 |
| 2010-02-01 | 46.052968983768100 |
| 2010-03-01 | 45.879976145862210 |
| 2010-04-01 | 46.377838265870500 |
| 2010-05-01 | 46.452536360131290 |
| 2010-06-01 | 46.680680692948100 |
| 2010-07-01 | 46.812259813515304 |
| 2010-08-01 | 46.528202512387400 |
| 2010-09-01 | 46.267820766481200 |
| 2010-10-01 | 46.196224486795600 |
| 2010-11-01 | 46.003043133126205 |
| 2010-12-01 | 46.212745947236500 |
| 2011-01-01 | 46.105075041961700 |
| 2011-02-01 | 46.235799484351000 |
| 2011-03-01 | 46.259141887089605 |
| 2011-04-01 | 46.011849224048010 |
| 2011-05-01 | 45.951603137172700 |
| 2011-06-01 | 45.895146064413396 |
| 2011-07-01 | 46.115403212912206 |
| 2011-08-01 | 46.621267090312100 |
| 2011-09-01 | 46.282714076365394 |
| 2011-10-01 | 46.282024176669500 |
| 2011-11-01 | 46.384362209170504 |
| 2011-12-01 | 46.208966058245200 |
| 2012-01-01 | 46.249081924077700 |
| 2012-02-01 | 45.975513043097600 |
| 2012-03-01 | 46.306876305760100 |
| 2012-04-01 | 46.432266349882600 |
| 2012-05-01 | 46.353241939281396 |
| 2012-06-01 | 46.449169221604100 |
| 2012-07-01 | 46.236948312415800 |
| 2012-08-01 | 46.219275517396795 |
| 2012-09-01 | 46.606794866783300 |
| 2012-10-01 | 46.280938054866200 |
| 2012-11-01 | 46.467216162311600 |
| 2012-12-01 | 46.416086109087900 |
| 2013-01-01 | 46.060949380739790 |
| 2013-02-01 | 46.020983040055896 |
| 2013-03-01 | 45.857183327424200 |
| 2013-04-01 | 45.511889637606400 |
| 2013-05-01 | 45.419971606148700 |
| 2013-06-01 | 45.720324982587200 |
| 2013-07-01 | 45.693861041791600 |
| 2013-08-01 | 45.722701478365900 |
| 2013-09-01 | 45.959594230189296 |
| 2013-10-01 | 46.078520876734400 |
| 2013-11-01 | 45.723640083608890 |
| 2013-12-01 | 45.825414306723005 |
| 2014-01-01 | 46.088349370142710 |
| 2014-02-01 | 46.173122508929700 |
| 2014-03-01 | 46.084827322046095 |
| 2014-04-01 | 46.073159523749500 |
| 2014-05-01 | 46.281985166153710 |
| 2014-06-01 | 45.973127217142896 |
| 2014-07-01 | 46.287229911902800 |
| 2014-08-01 | 46.428030325217200 |
| 2014-09-01 | 46.065132710800600 |
| 2014-10-01 | 46.044674556301295 |
| 2014-11-01 | 45.949935338109896 |
| 2014-12-01 | 46.311779793246700 |
| 2015-01-01 | 46.747446126793000 |
| 2015-02-01 | 46.541528276468700 |
| 2015-03-01 | 46.514294578735296 |
| 2015-04-01 | 46.718505354892300 |
| 2015-05-01 | 46.740947208827900 |
| 2015-06-01 | 46.706215961368900 |
| 2015-07-01 | 46.808566433176004 |
| 2015-08-01 | 46.527379565978094 |
| 2015-09-01 | 46.607396383522605 |
| 2015-10-01 | 46.386784363409500 |
| 2015-11-01 | 46.568602608658104 |
| 2015-12-01 | 46.557030701221100 |
| 2016-01-01 | 46.830692380248300 |
| 2016-02-01 | 46.615473281780600 |
| 2016-03-01 | 46.725640543807295 |
| 2016-04-01 | 47.172799156626795 |
| 2016-05-01 | 47.317941409439000 |
| 2016-06-01 | 46.634417038000095 |
| 2016-07-01 | 46.858109958935300 |
| 2016-08-01 | 46.944427773914210 |
| 2016-09-01 | 47.273533006051295 |
| 2016-10-01 | 47.293362210692905 |
| 2016-11-01 | 47.455721645054204 |
| 2016-12-01 | 47.248087645339496 |
| 2017-01-01 | 47.412875460403800 |
| 2017-02-01 | 47.591078450144800 |
| 2017-03-01 | 47.758494216391200 |
| 2017-04-01 | 47.028540774492505 |
| 2017-05-01 | 47.431674116698000 |
| 2017-06-01 | 47.597574215965200 |
| 2017-07-01 | 47.428124230163405 |
| 2017-08-01 | 47.570902504308210 |
| 2017-09-01 | 47.214323452426000 |
| 2017-10-01 | 47.264411231459704 |
| 2017-11-01 | 47.315910231285200 |
| 2017-12-01 | 47.209166134970000 |
| 2018-01-01 | 46.696219247132300 |
| 2018-02-01 | 46.846666836084790 |
| 2018-03-01 | 46.913423091664400 |
| 2018-04-01 | 46.819480494105900 |
| 2018-05-01 | 46.881964301527006 |
| 2018-06-01 | 47.188972549341900 |
| 2018-07-01 | 46.873976060886300 |
| 2018-08-01 | 46.903021010128200 |
| 2018-09-01 | 46.943002885644106 |
| 2018-10-01 | 46.920966776053500 |
| 2018-11-01 | 46.570649411316700 |
| 2018-12-01 | 46.738791375876500 |
| 2019-01-01 | 46.959360580549500 |
| 2019-02-01 | 46.879427475486100 |
| 2019-03-01 | 47.321772228532710 |
| 2019-04-01 | 47.317761129599600 |
| 2019-05-01 | 47.655939021855204 |
| 2019-06-01 | 47.530138315129996 |
| 2019-07-01 | 47.395977900673400 |
| 2019-08-01 | 46.911849622390100 |
| 2019-09-01 | 47.409532192811300 |
| 2019-10-01 | 47.804359179833200 |
| 2019-11-01 | 47.938713189494706 |
| 2019-12-01 | 48.190337554681800 |
| 2020-01-01 | 48.201207638537700 |
| 2020-02-01 | 48.098597089307900 |
| 2020-03-01 | 47.844682763042900 |
| 2020-04-01 | 38.923194448367795 |
| 2020-05-01 | 38.126885453700396 |
| 2020-06-01 | 40.686350008777500 |
| 2020-07-01 | 42.890836154900300 |
| 2020-08-01 | 43.623143137069206 |
| 2020-09-01 | 44.648599640294506 |
| 2020-10-01 | 43.944869891623200 |
| 2020-11-01 | 44.128952559503600 |
| 2020-12-01 | 43.021963746628100 |
| 2021-01-01 | 43.210344150840600 |
| 2021-02-01 | 44.200900859922200 |
| 2021-03-01 | 44.375119187801104 |
| 2021-04-01 | 44.527245709904200 |
| 2021-05-01 | 44.799741236613100 |
| 2021-06-01 | 44.976753787697200 |
| 2021-07-01 | 45.299933993162000 |
| 2021-08-01 | 45.131708534985400 |
| 2021-09-01 | 45.325345981027006 |
| 2021-10-01 | 45.693380162911500 |
| 2021-11-01 | 45.819101312268800 |
| 2021-12-01 | 45.988464399197795 |
| 2022-01-01 | 46.143054699329700 |
| 2022-02-01 | 46.207952236949500 |
| 2022-03-01 | 46.171145806544295 |
| 2022-04-01 | 46.651440814021600 |
| 2022-05-01 | 46.642642665756700 |
| 2022-06-01 | 46.839200725908604 |
| 2022-07-01 | 46.920404004938000 |
| 2022-08-01 | 47.257449194032496 |
| 2022-09-01 | 47.300850644550800 |
| 2022-10-01 | 47.042248489355710 |
| 2022-11-01 | 47.323926461560000 |
| 2022-12-01 | 47.139324870635605 |
| 2023-01-01 | 47.290125436246900 |
| 2023-02-01 | 47.535638984848205 |
| 2023-03-01 | 47.662347851578700 |
| 2023-04-01 | 47.074284539751794 |
| 2023-05-01 | 47.764702793798705 |
| 2023-06-01 | 48.180779152620104 |
| 2023-07-01 | 48.367059232977600 |
| 2023-08-01 | 48.479205192322596 |
| 2023-09-01 | 48.452809946144000 |
| 2023-10-01 | 48.373061422740896 |
| 2023-11-01 | 48.432934340113704 |
| 2023-12-01 | 49.021793771969210 |
| 2024-01-01 | 49.062772494762200 |
| 2024-02-01 | 48.997024711212400 |
| 2024-03-01 | 48.932453899689800 |
| 2024-04-01 | 48.695725869093800 |
| 2024-05-01 | 48.760468820092790 |
| 2024-06-01 | 48.390219069153005 |
| 2024-07-01 | 47.908301450987300 |
| 2024-08-01 | 48.005240628092790 |
| 2024-09-01 | 48.729962561330300 |
| 2024-10-01 | 49.092802670823400 |
| 2024-11-01 | 49.053921691493210 |
