Table Data - All Employees: Other Services in Niles-Benton Harbor, MI (MSA)
| Title | All Employees: Other Services in Niles-Benton Harbor, MI (MSA) |
|---|---|
| Series ID | NILE626SRVO |
| 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 5:46 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 | 2.4703416372136604 |
| 1990-02-01 | 2.4381010328532900 |
| 1990-03-01 | 2.4134337128031200 |
| 1990-04-01 | 2.4684227372700400 |
| 1990-05-01 | 2.4710295199466700 |
| 1990-06-01 | 2.4726468325355700 |
| 1990-07-01 | 2.3913673983805400 |
| 1990-08-01 | 2.4577201747329904 |
| 1990-09-01 | 2.4319759894306500 |
| 1990-10-01 | 2.3952078140559903 |
| 1990-11-01 | 2.3912058004073900 |
| 1990-12-01 | 2.4002421439407100 |
| 1991-01-01 | 2.2730116723915200 |
| 1991-02-01 | 2.2320239218469800 |
| 1991-03-01 | 2.3098417202812300 |
| 1991-04-01 | 2.2693512185204600 |
| 1991-05-01 | 2.2714784408074800 |
| 1991-06-01 | 2.2728813656030600 |
| 1991-07-01 | 2.2961937810102100 |
| 1991-08-01 | 2.2552042029180500 |
| 1991-09-01 | 2.2328884354179200 |
| 1991-10-01 | 2.3004150591784000 |
| 1991-11-01 | 2.2964196978887600 |
| 1991-12-01 | 2.2972391990979504 |
| 1992-01-01 | 2.3759092178338600 |
| 1992-02-01 | 2.3199048769464503 |
| 1992-03-01 | 2.3004472994153904 |
| 1992-04-01 | 2.3710698335018500 |
| 1992-05-01 | 2.3731118588298200 |
| 1992-06-01 | 2.3746725077668800 |
| 1992-07-01 | 2.3994041666328600 |
| 1992-08-01 | 2.3567620423106500 |
| 1992-09-01 | 2.4378792630165800 |
| 1992-10-01 | 2.4070031532665803 |
| 1992-11-01 | 2.4060563277788702 |
| 1992-12-01 | 2.2920687842867498 |
| 1993-01-01 | 2.3706066485389200 |
| 1993-02-01 | 2.4054967193018704 |
| 1993-03-01 | 2.3914925751592597 |
| 1993-04-01 | 2.2714378102701600 |
| 1993-05-01 | 2.3734431679887202 |
| 1993-06-01 | 2.3751728364593903 |
| 1993-07-01 | 2.4085766814641603 |
| 1993-08-01 | 2.4609867438713797 |
| 1993-09-01 | 2.4441201711214700 |
| 1993-10-01 | 2.4146188033338800 |
| 1993-11-01 | 2.4149736569922204 |
| 1993-12-01 | 2.3870127760639300 |
| 1994-01-01 | 2.3634366169553000 |
| 1994-02-01 | 2.3875045517594997 |
| 1994-03-01 | 2.3796080551225100 |
| 1994-04-01 | 2.3740562738609903 |
| 1994-05-01 | 2.3722526504240100 |
| 1994-06-01 | 2.3806754711733200 |
| 1994-07-01 | 2.3174233746405800 |
| 1994-08-01 | 2.3689671704394906 |
| 1994-09-01 | 2.3507927030738000 |
| 1994-10-01 | 2.3145027811745200 |
| 1994-11-01 | 2.3218997699467203 |
| 1994-12-01 | 2.3861291359851404 |
| 1995-01-01 | 2.3502768979651400 |
| 1995-02-01 | 2.3767587774511700 |
| 1995-03-01 | 2.3755380161612000 |
| 1995-04-01 | 2.3728099649639502 |
| 1995-05-01 | 2.3683967990168600 |
| 1995-06-01 | 2.3827070142388997 |
| 1995-07-01 | 2.4290166038547100 |
| 1995-08-01 | 2.3765661953527700 |
| 1995-09-01 | 2.3569586753674905 |
| 1995-10-01 | 2.4106430422526700 |
| 1995-11-01 | 2.4236762865527903 |
| 1995-12-01 | 2.4886860624122598 |
| 1996-01-01 | 2.5409758004845600 |
| 1996-02-01 | 2.4703655145121100 |
| 1996-03-01 | 2.4734484784400600 |
| 1996-04-01 | 2.4679507063283900 |
| 1996-05-01 | 2.4685228907051298 |
| 1996-06-01 | 2.4897962561721200 |
| 1996-07-01 | 2.4275591351960800 |
| 1996-08-01 | 2.4896240863080000 |
| 1996-09-01 | 2.4604441389265600 |
| 1996-10-01 | 2.3974997013133503 |
| 1996-11-01 | 2.5260742398534797 |
| 1996-12-01 | 2.4926898995991000 |
| 1997-01-01 | 2.5273147562435400 |
| 1997-02-01 | 2.5790228848845000 |
| 1997-03-01 | 2.5809262185179400 |
| 1997-04-01 | 2.4569730177372002 |
| 1997-05-01 | 2.5720410005169500 |
| 1997-06-01 | 2.4943130285473600 |
| 1997-07-01 | 2.5169289553536500 |
| 1997-08-01 | 2.4996960323424400 |
| 1997-09-01 | 2.6573609940703000 |
| 1997-10-01 | 2.5884308229985900 |
| 1997-11-01 | 2.5264788459454500 |
| 1997-12-01 | 2.5027576869105900 |
| 1998-01-01 | 2.5189009177201096 |
| 1998-02-01 | 2.4903907870956097 |
| 1998-03-01 | 2.4852366714011500 |
| 1998-04-01 | 2.5489789616881500 |
| 1998-05-01 | 2.6772236969486203 |
| 1998-06-01 | 2.6022182149530900 |
| 1998-07-01 | 2.4989169130778900 |
| 1998-08-01 | 2.6057775566697300 |
| 1998-09-01 | 2.5427647446985002 |
| 1998-10-01 | 2.5843204785077900 |
| 1998-11-01 | 2.6310354734535900 |
| 1998-12-01 | 2.6075321678970500 |
| 1999-01-01 | 2.6153799741268600 |
| 1999-02-01 | 2.7111203452890200 |
| 1999-03-01 | 2.6914497384720804 |
| 1999-04-01 | 2.7458382895307100 |
| 1999-05-01 | 2.6792966229302400 |
| 1999-06-01 | 2.7020656543489200 |
| 1999-07-01 | 2.7812441831451300 |
| 1999-08-01 | 2.6982468647034503 |
| 1999-09-01 | 2.8282206784430600 |
| 1999-10-01 | 2.8932127227916100 |
| 1999-11-01 | 2.8353282715328600 |
| 1999-12-01 | 2.9125595616325497 |
| 2000-01-01 | 2.9192879348865897 |
| 2000-02-01 | 2.8257860808305200 |
| 2000-03-01 | 2.7940565127570802 |
| 2000-04-01 | 2.9480662024902897 |
| 2000-05-01 | 2.8752434860432900 |
| 2000-06-01 | 2.8998270696800095 |
| 2000-07-01 | 2.9681140435946500 |
| 2000-08-01 | 2.8890832648306400 |
| 2000-09-01 | 2.9141185768100400 |
| 2000-10-01 | 2.9077726420970300 |
| 2000-11-01 | 2.9417177603799800 |
| 2000-12-01 | 2.9088617266211800 |
| 2001-01-01 | 3.0221628122293596 |
| 2001-02-01 | 3.0397645977306000 |
| 2001-03-01 | 3.0970830729709000 |
| 2001-04-01 | 3.0594895160863103 |
| 2001-05-01 | 3.0639221972706500 |
| 2001-06-01 | 3.1930732498385000 |
| 2001-07-01 | 3.0622502085935200 |
| 2001-08-01 | 3.0754394807158603 |
| 2001-09-01 | 3.1039594027530497 |
| 2001-10-01 | 3.0272636802914197 |
| 2001-11-01 | 3.0446561663739997 |
| 2001-12-01 | 3.1106852250862400 |
| 2002-01-01 | 3.0247380403690602 |
| 2002-02-01 | 3.0421097267359900 |
| 2002-03-01 | 3.0935248640150100 |
| 2002-04-01 | 3.0769772473519600 |
| 2002-05-01 | 3.1493424402232795 |
| 2002-06-01 | 3.1890657911105604 |
| 2002-07-01 | 3.3644537184616400 |
| 2002-08-01 | 3.3676796088485700 |
| 2002-09-01 | 3.2954941249852700 |
| 2002-10-01 | 3.3416527251453000 |
| 2002-11-01 | 3.3475009708854800 |
| 2002-12-01 | 3.3035971104249304 |
| 2003-01-01 | 3.3236691308254900 |
| 2003-02-01 | 3.3432553315348703 |
| 2003-03-01 | 3.2938550757289304 |
| 2003-04-01 | 3.3951355803608103 |
| 2003-05-01 | 3.3399193208332400 |
| 2003-06-01 | 3.2829690728945202 |
| 2003-07-01 | 3.1703591248259400 |
| 2003-08-01 | 3.1619717628248400 |
| 2003-09-01 | 3.0906818749980200 |
| 2003-10-01 | 3.0502724155903103 |
| 2003-11-01 | 3.0451886660816100 |
| 2003-12-01 | 3.0010874610026400 |
| 2004-01-01 | 2.8205810409960100 |
| 2004-02-01 | 2.9381669389978597 |
| 2004-03-01 | 2.8990709564448000 |
| 2004-04-01 | 2.8019875055581600 |
| 2004-05-01 | 2.8419597537214400 |
| 2004-06-01 | 2.7776145168602597 |
| 2004-07-01 | 2.7788436153743100 |
| 2004-08-01 | 2.7626637512539203 |
| 2004-09-01 | 2.7889185827613700 |
| 2004-10-01 | 2.7522722755935100 |
| 2004-11-01 | 2.7392349114453600 |
| 2004-12-01 | 2.6886400179301697 |
| 2005-01-01 | 2.8162526550427502 |
| 2005-02-01 | 2.8364382235995604 |
| 2005-03-01 | 2.9085933951523100 |
| 2005-04-01 | 2.9066995809367597 |
| 2005-05-01 | 2.9544364016887403 |
| 2005-06-01 | 2.9745204392435300 |
| 2005-07-01 | 3.0815870291716703 |
| 2005-08-01 | 3.0629813432253505 |
| 2005-09-01 | 3.0849410178276497 |
| 2005-10-01 | 3.2503944618033200 |
| 2005-11-01 | 3.1291465029587298 |
| 2005-12-01 | 3.1792445100625497 |
| 2006-01-01 | 3.2181248586938700 |
| 2006-02-01 | 3.1369630364173697 |
| 2006-03-01 | 3.1172825253353595 |
| 2006-04-01 | 3.1071821215355700 |
| 2006-05-01 | 3.0717871957477003 |
| 2006-06-01 | 3.0725663515027200 |
| 2006-07-01 | 2.9788315025139800 |
| 2006-08-01 | 2.9641729366911100 |
| 2006-09-01 | 2.9825951674327200 |
| 2006-10-01 | 2.8453553058232100 |
| 2006-11-01 | 2.9177663595035500 |
| 2006-12-01 | 2.8612278627367096 |
| 2007-01-01 | 2.9286363329116300 |
| 2007-02-01 | 2.9423731275103600 |
| 2007-03-01 | 2.9272222177913796 |
| 2007-04-01 | 3.0123261969253905 |
| 2007-05-01 | 2.9844920285368697 |
| 2007-06-01 | 3.0698936963739705 |
| 2007-07-01 | 3.0737702927526303 |
| 2007-08-01 | 3.1630239986612800 |
| 2007-09-01 | 3.1788039827432900 |
| 2007-10-01 | 3.2354399859671700 |
| 2007-11-01 | 3.3053789307832900 |
| 2007-12-01 | 3.3527877961994506 |
| 2008-01-01 | 3.2453580214242597 |
| 2008-02-01 | 3.3482315012794195 |
| 2008-03-01 | 3.3373626107515095 |
| 2008-04-01 | 3.3137177334451495 |
| 2008-05-01 | 3.2905176778270200 |
| 2008-06-01 | 3.2667409324464800 |
| 2008-07-01 | 3.2680730798899402 |
| 2008-08-01 | 3.2609553918349503 |
| 2008-09-01 | 3.1817932261718900 |
| 2008-10-01 | 3.1245416127236200 |
| 2008-11-01 | 3.0946832268531095 |
| 2008-12-01 | 3.0462207972161200 |
| 2009-01-01 | 2.9606481816604500 |
| 2009-02-01 | 2.9528471086198502 |
| 2009-03-01 | 2.9437617009420300 |
| 2009-04-01 | 2.9220481834003300 |
| 2009-05-01 | 2.8874713443445500 |
| 2009-06-01 | 2.8652164944546700 |
| 2009-07-01 | 2.8615517595249598 |
| 2009-08-01 | 2.7589575285411500 |
| 2009-09-01 | 2.7854888711785604 |
| 2009-10-01 | 2.8144112148911202 |
| 2009-11-01 | 2.6886759495476800 |
| 2009-12-01 | 2.7491284681738400 |
| 2010-01-01 | 2.6715846110122200 |
| 2010-02-01 | 2.6534352698690897 |
| 2010-03-01 | 2.6431871694482100 |
| 2010-04-01 | 2.6271419112190400 |
| 2010-05-01 | 2.6839663138371100 |
| 2010-06-01 | 2.6664807695976900 |
| 2010-07-01 | 2.6551359923276700 |
| 2010-08-01 | 2.6610464162192797 |
| 2010-09-01 | 2.6916077575717003 |
| 2010-10-01 | 2.7052132015636500 |
| 2010-11-01 | 2.6881795731509900 |
| 2010-12-01 | 2.6553721805844200 |
| 2011-01-01 | 2.5702965398669100 |
| 2011-02-01 | 2.6503091014393596 |
| 2011-03-01 | 2.6408717916350497 |
| 2011-04-01 | 2.6317993515697400 |
| 2011-05-01 | 2.5813181453226900 |
| 2011-06-01 | 2.5692980934767600 |
| 2011-07-01 | 2.5525825605770898 |
| 2011-08-01 | 2.5641254908859300 |
| 2011-09-01 | 2.4986845896954500 |
| 2011-10-01 | 2.4965576632461803 |
| 2011-11-01 | 2.4870266661597900 |
| 2011-12-01 | 2.4668664832350498 |
| 2012-01-01 | 2.4635717235910800 |
| 2012-02-01 | 2.4438603550605300 |
| 2012-03-01 | 2.4375118492762500 |
| 2012-04-01 | 2.4308891768348500 |
| 2012-05-01 | 2.4862664620842700 |
| 2012-06-01 | 2.4714735565459702 |
| 2012-07-01 | 2.4523175138489197 |
| 2012-08-01 | 2.3630716547229500 |
| 2012-09-01 | 2.4074112846904905 |
| 2012-10-01 | 2.3927479074881800 |
| 2012-11-01 | 2.3874712687548100 |
| 2012-12-01 | 2.3767245243880497 |
| 2013-01-01 | 2.3515737256706200 |
| 2013-02-01 | 2.4371112510603000 |
| 2013-03-01 | 2.4347156099368600 |
| 2013-04-01 | 2.3314349665334700 |
| 2013-05-01 | 2.2942048423230500 |
| 2013-06-01 | 2.2726246331682103 |
| 2013-07-01 | 2.2491772554804905 |
| 2013-08-01 | 2.2580963086153503 |
| 2013-09-01 | 2.3164696530319198 |
| 2013-10-01 | 2.2935817395399503 |
| 2013-11-01 | 2.2900332181515100 |
| 2013-12-01 | 2.2810700871038700 |
| 2014-01-01 | 2.3436979978568300 |
| 2014-02-01 | 2.3323205196753200 |
| 2014-03-01 | 2.3317175243438500 |
| 2014-04-01 | 2.3305719250159800 |
| 2014-05-01 | 2.3056325697253200 |
| 2014-06-01 | 2.2693013950468397 |
| 2014-07-01 | 2.3451429788133598 |
| 2014-08-01 | 2.2518724895354300 |
| 2014-09-01 | 2.3199850832832500 |
| 2014-10-01 | 2.3980821788193100 |
| 2014-11-01 | 2.3964915637219400 |
| 2014-12-01 | 2.3850385692092098 |
| 2015-01-01 | 2.3352355832951100 |
| 2015-02-01 | 2.3300448455939600 |
| 2015-03-01 | 2.3304438115392996 |
| 2015-04-01 | 2.3307942173202400 |
| 2015-05-01 | 2.4141234218552000 |
| 2015-06-01 | 2.3674809692409200 |
| 2015-07-01 | 2.3394983381114900 |
| 2015-08-01 | 2.3472847389572800 |
| 2015-09-01 | 2.3191547396879100 |
| 2015-10-01 | 2.2989265891088597 |
| 2015-11-01 | 2.2993574298904900 |
| 2015-12-01 | 2.2850337790797597 |
| 2016-01-01 | 2.3363802239302998 |
| 2016-02-01 | 2.3359143147297300 |
| 2016-03-01 | 2.3302646647213900 |
| 2016-04-01 | 2.3317294148847500 |
| 2016-05-01 | 2.3226154771594000 |
| 2016-06-01 | 2.4634524069903800 |
| 2016-07-01 | 2.3306958489605900 |
| 2016-08-01 | 2.3430740441699100 |
| 2016-09-01 | 2.3114232913462500 |
| 2016-10-01 | 2.2977354379573000 |
| 2016-11-01 | 2.2991448339907996 |
| 2016-12-01 | 2.3868043822237300 |
| 2017-01-01 | 2.3408248557522700 |
| 2017-02-01 | 2.3458439630169400 |
| 2017-03-01 | 2.4358082128666700 |
| 2017-04-01 | 2.3371554336931300 |
| 2017-05-01 | 2.3298375511435500 |
| 2017-06-01 | 2.3596071030491803 |
| 2017-07-01 | 2.3196761216790100 |
| 2017-08-01 | 2.3367490161963196 |
| 2017-09-01 | 2.2960639296318104 |
| 2017-10-01 | 2.2918521380264596 |
| 2017-11-01 | 2.2945275785859502 |
| 2017-12-01 | 2.2861305706574300 |
| 2018-01-01 | 2.3556750636828500 |
| 2018-02-01 | 2.3649648364005000 |
| 2018-03-01 | 2.3461047435230100 |
| 2018-04-01 | 2.3425797292002000 |
| 2018-05-01 | 2.3383582436026700 |
| 2018-06-01 | 2.2497607472517600 |
| 2018-07-01 | 2.2034903013638902 |
| 2018-08-01 | 2.2260827622539603 |
| 2018-09-01 | 2.2804216521419702 |
| 2018-10-01 | 2.2869532775221004 |
| 2018-11-01 | 2.2859348891470100 |
| 2018-12-01 | 2.2950145588136297 |
| 2019-01-01 | 2.2693225142046000 |
| 2019-02-01 | 2.2834778456521700 |
| 2019-03-01 | 2.3627065174987200 |
| 2019-04-01 | 2.3468308829972300 |
| 2019-05-01 | 2.3451569380428703 |
| 2019-06-01 | 2.3375243545815400 |
| 2019-07-01 | 2.3869411280126500 |
| 2019-08-01 | 2.3112033365014500 |
| 2019-09-01 | 2.3674652846298600 |
| 2019-10-01 | 2.3789791037673904 |
| 2019-11-01 | 2.3803828168922100 |
| 2019-12-01 | 2.4058164316408903 |
| 2020-01-01 | 2.3833245554701100 |
| 2020-02-01 | 2.4076873816561000 |
| 2020-03-01 | 2.3777136424885400 |
| 2020-04-01 | 1.6521432906882500 |
| 2020-05-01 | 1.7479310791400400 |
| 2020-06-01 | 1.8153633225016699 |
| 2020-07-01 | 1.8671318337900702 |
| 2020-08-01 | 1.9929012333259900 |
| 2020-09-01 | 2.0655393863820300 |
| 2020-10-01 | 2.0781812021085400 |
| 2020-11-01 | 2.1850458575685300 |
| 2020-12-01 | 2.1225601984308400 |
| 2021-01-01 | 2.0878125162128300 |
| 2021-02-01 | 2.1183979900571000 |
| 2021-03-01 | 2.1887150406650298 |
| 2021-04-01 | 2.2563410632554000 |
| 2021-05-01 | 2.2457118084148700 |
| 2021-06-01 | 2.2947449943777100 |
| 2021-07-01 | 2.3584853434426300 |
| 2021-08-01 | 2.3772523297132300 |
| 2021-09-01 | 2.2648511253934800 |
| 2021-10-01 | 2.2799201296297800 |
| 2021-11-01 | 2.3991469636338000 |
| 2021-12-01 | 2.3359078482164800 |
| 2022-01-01 | 2.3881196825787600 |
| 2022-02-01 | 2.4238503390738700 |
| 2022-03-01 | 2.3897100134862597 |
| 2022-04-01 | 2.4566034864904300 |
| 2022-05-01 | 2.4380196682271100 |
| 2022-06-01 | 2.4787936530433200 |
| 2022-07-01 | 2.4549858409208600 |
| 2022-08-01 | 2.4691137452975096 |
| 2022-09-01 | 2.4719614563564103 |
| 2022-10-01 | 2.4879549895938400 |
| 2022-11-01 | 2.4131436011683200 |
| 2022-12-01 | 2.4482857622567400 |
| 2023-01-01 | 2.4821897225034504 |
| 2023-02-01 | 2.4160629271350600 |
| 2023-03-01 | 2.4858577379723900 |
| 2023-04-01 | 2.4535703280325203 |
| 2023-05-01 | 2.5274479685435000 |
| 2023-06-01 | 2.5737930609892596 |
| 2023-07-01 | 2.5623297289364104 |
| 2023-08-01 | 2.5716479301145800 |
| 2023-09-01 | 2.4738118957390500 |
| 2023-10-01 | 2.3909597252767300 |
| 2023-11-01 | 2.4263169453472500 |
| 2023-12-01 | 2.4530602419616003 |
| 2024-01-01 | 2.4763807942632300 |
| 2024-02-01 | 2.5110385969687004 |
| 2024-03-01 | 2.4770659330668000 |
| 2024-04-01 | 2.4518340184701300 |
| 2024-05-01 | 2.5178702858190296 |
| 2024-06-01 | 2.3742225527721300 |
| 2024-07-01 | 2.3678515171101000 |
| 2024-08-01 | 2.3779301589947500 |
| 2024-09-01 | 2.4766112243008400 |
| 2024-10-01 | 2.4935363915721700 |
| 2024-11-01 | 2.5343825720018700 |
| 2024-12-01 | 2.5528434353259900 |
