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 2024-11-01 |
| Last Updated | 2024-12-21 6:13 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 | 2.7940565127570895 |
| 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 | 3.0622502085935097 |
| 2001-08-01 | 3.0754394807158500 |
| 2001-09-01 | 3.1039594027530404 |
| 2001-10-01 | 3.0272636802914197 |
| 2001-11-01 | 3.0446561663740100 |
| 2001-12-01 | 3.1106852250862400 |
| 2002-01-01 | 3.0247380403690602 |
| 2002-02-01 | 3.0421097267359900 |
| 2002-03-01 | 3.0935248640150100 |
| 2002-04-01 | 3.0769772473519700 |
| 2002-05-01 | 3.1493424402232795 |
| 2002-06-01 | 3.1890657911105604 |
| 2002-07-01 | 3.3644537184616300 |
| 2002-08-01 | 3.3676796088485497 |
| 2002-09-01 | 3.2954941249852400 |
| 2002-10-01 | 3.3416527251452597 |
| 2002-11-01 | 3.3475009708854300 |
| 2002-12-01 | 3.3035971104248900 |
| 2003-01-01 | 3.3236691308256000 |
| 2003-02-01 | 3.3432553315349400 |
| 2003-03-01 | 3.2938550757290600 |
| 2003-04-01 | 3.3951355803609706 |
| 2003-05-01 | 3.3399193208333395 |
| 2003-06-01 | 3.2829690728944905 |
| 2003-07-01 | 3.1703591248257204 |
| 2003-08-01 | 3.1619717628244800 |
| 2003-09-01 | 3.0906818749976800 |
| 2003-10-01 | 3.0502724155900895 |
| 2003-11-01 | 3.0451886660816605 |
| 2003-12-01 | 3.0010874610029400 |
| 2004-01-01 | 2.8205810409966294 |
| 2004-02-01 | 2.9381669389982497 |
| 2004-03-01 | 2.8990709564450596 |
| 2004-04-01 | 2.8019875055582406 |
| 2004-05-01 | 2.8419597537212300 |
| 2004-06-01 | 2.7776145168599395 |
| 2004-07-01 | 2.7788436153738200 |
| 2004-08-01 | 2.7626637512533505 |
| 2004-09-01 | 2.7889185827609300 |
| 2004-10-01 | 2.7522722755933704 |
| 2004-11-01 | 2.7392349114457297 |
| 2004-12-01 | 2.6886400179308700 |
| 2005-01-01 | 2.8162526550436495 |
| 2005-02-01 | 2.8364382235997800 |
| 2005-03-01 | 2.9085933951519602 |
| 2005-04-01 | 2.9066995809360200 |
| 2005-05-01 | 2.9544364016880900 |
| 2005-06-01 | 2.9745204392442100 |
| 2005-07-01 | 3.0815870291736096 |
| 2005-08-01 | 3.0629813432221300 |
| 2005-09-01 | 3.0849410178301700 |
| 2005-10-01 | 3.2503944618039800 |
| 2005-11-01 | 3.1291465029568704 |
| 2005-12-01 | 3.1792445100583797 |
| 2006-01-01 | 3.2181248587078500 |
| 2006-02-01 | 3.1369630364107800 |
| 2006-03-01 | 3.1172825253274796 |
| 2006-04-01 | 3.1071821215258600 |
| 2006-05-01 | 3.0717871957346294 |
| 2006-06-01 | 3.0725663514899700 |
| 2006-07-01 | 2.9788315025075000 |
| 2006-08-01 | 2.9641729367090695 |
| 2006-09-01 | 2.9825951674743200 |
| 2006-10-01 | 2.8453553058977300 |
| 2006-11-01 | 2.9177663596114805 |
| 2006-12-01 | 2.8612278627466203 |
| 2007-01-01 | 2.9286363329409504 |
| 2007-02-01 | 2.9423731273684504 |
| 2007-03-01 | 2.9272222175358200 |
| 2007-04-01 | 3.0123261966535000 |
| 2007-05-01 | 2.9844920283728795 |
| 2007-06-01 | 3.0698936963862504 |
| 2007-07-01 | 3.0737702929619997 |
| 2007-08-01 | 3.1630239990440696 |
| 2007-09-01 | 3.1788039831813400 |
| 2007-10-01 | 3.2354399863827300 |
| 2007-11-01 | 3.3053789311055803 |
| 2007-12-01 | 3.3527877961451000 |
| 2008-01-01 | 3.2453580211238600 |
| 2008-02-01 | 3.3482315006050003 |
| 2008-03-01 | 3.3373626097647100 |
| 2008-04-01 | 3.3137177324916500 |
| 2008-05-01 | 3.2905176773568800 |
| 2008-06-01 | 3.2667409326738900 |
| 2008-07-01 | 3.2680730807617597 |
| 2008-08-01 | 3.2609553930927300 |
| 2008-09-01 | 3.1817932273656804 |
| 2008-10-01 | 3.1245416136040096 |
| 2008-11-01 | 3.0946832273654996 |
| 2008-12-01 | 3.0462207972703905 |
| 2009-01-01 | 2.9606481816157300 |
| 2009-02-01 | 2.9528471079360600 |
| 2009-03-01 | 2.9437616992617204 |
| 2009-04-01 | 2.9220481812051600 |
| 2009-05-01 | 2.8874713416062496 |
| 2009-06-01 | 2.8652164911392903 |
| 2009-07-01 | 2.8615517558458800 |
| 2009-08-01 | 2.7589575440613503 |
| 2009-09-01 | 2.7854888686285197 |
| 2009-10-01 | 2.8144112139660700 |
| 2009-11-01 | 2.6886759512362906 |
| 2009-12-01 | 2.7491284722845000 |
| 2010-01-01 | 2.6715846159255400 |
| 2010-02-01 | 2.6534352715576400 |
| 2010-03-01 | 2.6431871663023600 |
| 2010-04-01 | 2.6271419052481200 |
| 2010-05-01 | 2.6839663036805095 |
| 2010-06-01 | 2.6664807567716100 |
| 2010-07-01 | 2.6551359791156400 |
| 2010-08-01 | 2.6610464431949103 |
| 2010-09-01 | 2.6916077509498900 |
| 2010-10-01 | 2.7052132006282203 |
| 2010-11-01 | 2.6881795804661603 |
| 2010-12-01 | 2.6553721971889903 |
| 2011-01-01 | 2.5702965613169700 |
| 2011-02-01 | 2.6503091164844800 |
| 2011-03-01 | 2.6408717954238100 |
| 2011-04-01 | 2.6317993459265296 |
| 2011-05-01 | 2.5813181277754500 |
| 2011-06-01 | 2.5692980165622203 |
| 2011-07-01 | 2.5525825288182102 |
| 2011-08-01 | 2.5641255040717000 |
| 2011-09-01 | 2.4986845760742002 |
| 2011-10-01 | 2.4965576661118800 |
| 2011-11-01 | 2.4870266969027100 |
| 2011-12-01 | 2.4668665429898398 |
| 2012-01-01 | 2.4635717968175297 |
| 2012-02-01 | 2.4438604244060000 |
| 2012-03-01 | 2.4375119028336100 |
| 2012-04-01 | 2.4308892104607900 |
| 2012-05-01 | 2.4862662036220700 |
| 2012-06-01 | 2.4714734290393800 |
| 2012-07-01 | 2.4523174655320696 |
| 2012-08-01 | 2.3630716409814600 |
| 2012-09-01 | 2.4074112894105300 |
| 2012-10-01 | 2.3927479638696700 |
| 2012-11-01 | 2.3874713754618098 |
| 2012-12-01 | 2.3767246639066000 |
| 2013-01-01 | 2.3515738386352303 |
| 2013-02-01 | 2.4371113094901804 |
| 2013-03-01 | 2.4347156365199600 |
| 2013-04-01 | 2.3314350060446000 |
| 2013-05-01 | 2.2942043961197003 |
| 2013-06-01 | 2.2726243757962800 |
| 2013-07-01 | 2.2491773218339900 |
| 2013-08-01 | 2.2580963850118600 |
| 2013-09-01 | 2.3164696952012500 |
| 2013-10-01 | 2.2935817295032503 |
| 2013-11-01 | 2.2900331576178700 |
| 2013-12-01 | 2.2810711293220000 |
| 2014-01-01 | 2.3436977550852100 |
| 2014-02-01 | 2.3323201740188900 |
| 2014-03-01 | 2.3317175946664900 |
| 2014-04-01 | 2.3305717687363100 |
| 2014-05-01 | 2.3056318476969100 |
| 2014-06-01 | 2.2693010761577300 |
| 2014-07-01 | 2.3451432308188997 |
| 2014-08-01 | 2.2518727028155200 |
| 2014-09-01 | 2.3199852019997000 |
| 2014-10-01 | 2.3980822670140500 |
| 2014-11-01 | 2.3964916761738397 |
| 2014-12-01 | 2.3850410140053198 |
| 2015-01-01 | 2.3352353641767500 |
| 2015-02-01 | 2.3300442371746400 |
| 2015-03-01 | 2.3304438829476095 |
| 2015-04-01 | 2.3307933407284502 |
| 2015-05-01 | 2.4141212834540600 |
| 2015-06-01 | 2.3674782633506400 |
| 2015-07-01 | 2.3395035429840100 |
| 2015-08-01 | 2.3472815411895000 |
| 2015-09-01 | 2.3191519560288800 |
| 2015-10-01 | 2.2989255668066804 |
| 2015-11-01 | 2.2993588314201703 |
| 2015-12-01 | 2.2850406955927600 |
| 2016-01-01 | 2.3363844629278600 |
| 2016-02-01 | 2.3359177731164302 |
| 2016-03-01 | 2.3302672496880000 |
| 2016-04-01 | 2.3317276420933300 |
| 2016-05-01 | 2.3226087867184200 |
| 2016-06-01 | 2.4634423405080600 |
| 2016-07-01 | 2.3306997122380500 |
| 2016-08-01 | 2.3430613500067300 |
| 2016-09-01 | 2.3114131696868200 |
| 2016-10-01 | 2.2977329514653300 |
| 2016-11-01 | 2.2991521030058100 |
| 2016-12-01 | 2.3868228615744997 |
| 2017-01-01 | 2.3408451837638900 |
| 2017-02-01 | 2.3458646108330803 |
| 2017-03-01 | 2.4358250634849200 |
| 2017-04-01 | 2.3371243958732300 |
| 2017-05-01 | 2.3298301179585700 |
| 2017-06-01 | 2.3595885052864998 |
| 2017-07-01 | 2.3196735087490900 |
| 2017-08-01 | 2.3367161110996200 |
| 2017-09-01 | 2.2960317207709700 |
| 2017-10-01 | 2.2918270453385700 |
| 2017-11-01 | 2.2945759666958500 |
| 2017-12-01 | 2.2861226184725600 |
| 2018-01-01 | 2.3557709570072800 |
| 2018-02-01 | 2.3650417353884300 |
| 2018-03-01 | 2.3461145590449800 |
| 2018-04-01 | 2.3425132327430700 |
| 2018-05-01 | 2.3383601867227700 |
| 2018-06-01 | 2.2497537264435600 |
| 2018-07-01 | 2.2033631710406700 |
| 2018-08-01 | 2.2260629775699600 |
| 2018-09-01 | 2.2803813031740896 |
| 2018-10-01 | 2.2869116659935100 |
| 2018-11-01 | 2.2860263553130100 |
| 2018-12-01 | 2.2949820270532700 |
| 2019-01-01 | 2.2694964276761898 |
| 2019-02-01 | 2.2836142259237597 |
| 2019-03-01 | 2.3627150196436600 |
| 2019-04-01 | 2.3467359354549000 |
| 2019-05-01 | 2.3451735562911800 |
| 2019-06-01 | 2.3375290845625300 |
| 2019-07-01 | 2.3866814839290296 |
| 2019-08-01 | 2.3111814012159500 |
| 2019-09-01 | 2.3673992319192703 |
| 2019-10-01 | 2.3789077561966203 |
| 2019-11-01 | 2.3805102118136903 |
| 2019-12-01 | 2.4057827826404200 |
| 2020-01-01 | 2.3836184961737500 |
| 2020-02-01 | 2.4079244108935500 |
| 2020-03-01 | 2.3777365760581200 |
| 2020-04-01 | 1.6520378619391100 |
| 2020-05-01 | 1.7479173633653602 |
| 2020-06-01 | 1.8153251057855002 |
| 2020-07-01 | 1.8666955245315502 |
| 2020-08-01 | 1.9927551212008600 |
| 2020-09-01 | 2.0655066537883200 |
| 2020-10-01 | 2.0779573966957400 |
| 2020-11-01 | 2.1852907536786500 |
| 2020-12-01 | 2.1227284928033900 |
| 2021-01-01 | 2.0883602771274700 |
| 2021-02-01 | 2.1188548374254500 |
| 2021-03-01 | 2.1888226254453200 |
| 2021-04-01 | 2.2561291429046095 |
| 2021-05-01 | 2.2455620210526900 |
| 2021-06-01 | 2.2943529671226200 |
| 2021-07-01 | 2.3577257166168200 |
| 2021-08-01 | 2.3768027067837503 |
| 2021-09-01 | 2.2648393123447500 |
| 2021-10-01 | 2.2796727628261000 |
| 2021-11-01 | 2.3997302871761200 |
| 2021-12-01 | 2.3365652234843397 |
| 2022-01-01 | 2.3892520390722800 |
| 2022-02-01 | 2.4247982774939000 |
| 2022-03-01 | 2.3899731021791300 |
| 2022-04-01 | 2.4561459861840500 |
| 2022-05-01 | 2.4373597970000100 |
| 2022-06-01 | 2.4776336027395800 |
| 2022-07-01 | 2.4535890768017000 |
| 2022-08-01 | 2.4682253919321400 |
| 2022-09-01 | 2.4719312503714304 |
| 2022-10-01 | 2.4876206435965600 |
| 2022-11-01 | 2.4139160142351200 |
| 2022-12-01 | 2.4504033809537002 |
| 2023-01-01 | 2.4839805388681300 |
| 2023-02-01 | 2.4175483376388100 |
| 2023-03-01 | 2.4863056360761298 |
| 2023-04-01 | 2.4527891703785900 |
| 2023-05-01 | 2.5261322288856900 |
| 2023-06-01 | 2.5716697500900803 |
| 2023-07-01 | 2.5602831147085900 |
| 2023-08-01 | 2.5702952307562300 |
| 2023-09-01 | 2.4736849756157200 |
| 2023-10-01 | 2.3906380133178398 |
| 2023-11-01 | 2.4272039062050097 |
| 2023-12-01 | 2.4569610773871600 |
| 2024-01-01 | 2.4787758037288903 |
| 2024-02-01 | 2.5130119773589104 |
| 2024-03-01 | 2.4776674700816000 |
| 2024-04-01 | 2.4507350137138197 |
| 2024-05-01 | 2.5158383286134200 |
| 2024-06-01 | 2.3712221878023300 |
| 2024-07-01 | 2.3652669657415800 |
| 2024-08-01 | 2.3761741633755498 |
| 2024-09-01 | 2.4764087785891400 |
| 2024-10-01 | 2.4930848921128397 |
| 2024-11-01 | 2.5352169000852203 |
