Table Data - All Employees: Professional and Business Services in Niles-Benton Harbor, MI (MSA)
| Title | All Employees: Professional and Business Services in Niles-Benton Harbor, MI (MSA) |
|---|---|
| Series ID | NILE626PBSV |
| 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 7:02 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 | 4.3770870023918595 |
| 1990-02-01 | 4.4107060628290995 |
| 1990-03-01 | 4.3444790489330500 |
| 1990-04-01 | 4.5779976800486600 |
| 1990-05-01 | 4.6051646634337100 |
| 1990-06-01 | 4.6683905320629900 |
| 1990-07-01 | 4.7680174629448100 |
| 1990-08-01 | 4.8741261797365000 |
| 1990-09-01 | 5.0018076087538400 |
| 1990-10-01 | 4.9419132459378500 |
| 1990-11-01 | 4.9225297740046300 |
| 1990-12-01 | 4.8049067115844500 |
| 1991-01-01 | 4.7759033967837805 |
| 1991-02-01 | 4.7019800856629100 |
| 1991-03-01 | 4.6363617618867900 |
| 1991-04-01 | 4.5887306215064900 |
| 1991-05-01 | 4.5246731133029200 |
| 1991-06-01 | 4.4850519943978200 |
| 1991-07-01 | 4.4673668473960800 |
| 1991-08-01 | 4.3608035075055000 |
| 1991-09-01 | 4.4047228767074404 |
| 1991-10-01 | 4.4373325455695200 |
| 1991-11-01 | 4.4074054104052500 |
| 1991-12-01 | 4.4858991607981510 |
| 1992-01-01 | 4.5727049049080700 |
| 1992-02-01 | 4.6961110237637800 |
| 1992-03-01 | 5.0246895528623610 |
| 1992-04-01 | 4.9196521370624190 |
| 1992-05-01 | 5.0602686544615100 |
| 1992-06-01 | 5.1191078847825400 |
| 1992-07-01 | 4.9584746651696200 |
| 1992-08-01 | 4.9338293016250100 |
| 1992-09-01 | 4.9097413515084805 |
| 1992-10-01 | 4.9260746495952890 |
| 1992-11-01 | 4.8802897844984190 |
| 1992-12-01 | 4.9461271249159700 |
| 1993-01-01 | 5.0789730180886390 |
| 1993-02-01 | 4.9981102534726200 |
| 1993-03-01 | 5.0203978020755600 |
| 1993-04-01 | 5.0597258325072800 |
| 1993-05-01 | 5.0998351061860700 |
| 1993-06-01 | 5.2621789027978805 |
| 1993-07-01 | 5.1557533720237190 |
| 1993-08-01 | 4.9914254838367200 |
| 1993-09-01 | 5.2141181540549100 |
| 1993-10-01 | 5.2007440662460995 |
| 1993-11-01 | 5.3454871358242400 |
| 1993-12-01 | 5.3041521248635600 |
| 1994-01-01 | 5.2842291251721300 |
| 1994-02-01 | 5.5167733356049595 |
| 1994-03-01 | 5.5301266938096500 |
| 1994-04-01 | 5.4921774376166300 |
| 1994-05-01 | 5.4371628510536600 |
| 1994-06-01 | 5.5015979357690600 |
| 1994-07-01 | 5.6505118644349410 |
| 1994-08-01 | 5.7520514405595300 |
| 1994-09-01 | 6.0102862511917300 |
| 1994-10-01 | 5.3748483562555600 |
| 1994-11-01 | 5.7078842947386200 |
| 1994-12-01 | 5.9745427783411210 |
| 1995-01-01 | 6.0091803680999100 |
| 1995-02-01 | 5.9410025659407810 |
| 1995-03-01 | 5.9377549355180900 |
| 1995-04-01 | 5.7958049377871110 |
| 1995-05-01 | 5.8660135572519900 |
| 1995-06-01 | 5.8154496331335500 |
| 1995-07-01 | 6.0629960299052910 |
| 1995-08-01 | 6.0327358422095800 |
| 1995-09-01 | 6.0093570210042410 |
| 1995-10-01 | 5.9393770425530300 |
| 1995-11-01 | 6.2784713139499200 |
| 1995-12-01 | 6.0656362056184200 |
| 1996-01-01 | 5.8317148966660595 |
| 1996-02-01 | 5.7722775263713390 |
| 1996-03-01 | 5.7466944724922895 |
| 1996-04-01 | 5.7819759687540400 |
| 1996-05-01 | 5.9689938445206705 |
| 1996-06-01 | 5.9943220300520600 |
| 1996-07-01 | 6.0775519500681900 |
| 1996-08-01 | 6.3465070817547800 |
| 1996-09-01 | 6.3179669503751805 |
| 1996-10-01 | 6.5087601781712200 |
| 1996-11-01 | 6.5693472291941700 |
| 1996-12-01 | 6.5740562965882400 |
| 1997-01-01 | 5.9530217677171910 |
| 1997-02-01 | 5.9907645172373000 |
| 1997-03-01 | 6.0567201764843610 |
| 1997-04-01 | 6.2486310143536100 |
| 1997-05-01 | 6.2469422831964000 |
| 1997-06-01 | 6.2451370258064900 |
| 1997-07-01 | 6.4063812447989410 |
| 1997-08-01 | 6.3791181580578400 |
| 1997-09-01 | 6.5338802187780500 |
| 1997-10-01 | 6.3923104237170100 |
| 1997-11-01 | 6.1713487407290900 |
| 1997-12-01 | 6.2915419565933500 |
| 1998-01-01 | 6.6689556048911500 |
| 1998-02-01 | 7.0990239655719900 |
| 1998-03-01 | 7.0687863095757800 |
| 1998-04-01 | 7.1109898828502800 |
| 1998-05-01 | 6.9132800648585300 |
| 1998-06-01 | 7.2881492649425700 |
| 1998-07-01 | 7.1178833499705710 |
| 1998-08-01 | 7.1192713349407100 |
| 1998-09-01 | 7.3531808053123700 |
| 1998-10-01 | 7.5988831526047200 |
| 1998-11-01 | 7.8821392714961505 |
| 1998-12-01 | 7.7066580029053090 |
| 1999-01-01 | 7.0932020137455405 |
| 1999-02-01 | 7.0877604139660800 |
| 1999-03-01 | 7.1733607607063090 |
| 1999-04-01 | 6.2812504549635010 |
| 1999-05-01 | 6.4832026404429110 |
| 1999-06-01 | 6.5367799151259500 |
| 1999-07-01 | 6.4282732361995105 |
| 1999-08-01 | 6.4482989494549200 |
| 1999-09-01 | 6.4604643661400300 |
| 1999-10-01 | 6.7207817389404700 |
| 1999-11-01 | 6.4904786417659100 |
| 1999-12-01 | 6.7114962084768200 |
| 2000-01-01 | 6.9089609417403400 |
| 2000-02-01 | 6.8841715751266400 |
| 2000-03-01 | 6.6813014424825700 |
| 2000-04-01 | 6.7818331471880300 |
| 2000-05-01 | 6.6482763627334200 |
| 2000-06-01 | 6.5056236252488300 |
| 2000-07-01 | 6.5143430436304110 |
| 2000-08-01 | 6.4574929072140100 |
| 2000-09-01 | 6.4652788029761500 |
| 2000-10-01 | 6.1500187818884600 |
| 2000-11-01 | 6.2021842332530400 |
| 2000-12-01 | 6.1053643405111800 |
| 2001-01-01 | 5.9188239860728595 |
| 2001-02-01 | 5.9766650352435490 |
| 2001-03-01 | 5.9948898329836700 |
| 2001-04-01 | 5.9969539983489595 |
| 2001-05-01 | 5.9198161999428500 |
| 2001-06-01 | 6.0012535832792500 |
| 2001-07-01 | 6.1024602354262200 |
| 2001-08-01 | 6.0442524422087410 |
| 2001-09-01 | 5.9509786629149290 |
| 2001-10-01 | 6.1800277728756300 |
| 2001-11-01 | 6.2098329900970800 |
| 2001-12-01 | 6.2941980173335990 |
| 2002-01-01 | 6.2196074698495000 |
| 2002-02-01 | 6.3850179382898700 |
| 2002-03-01 | 6.4105655585348700 |
| 2002-04-01 | 6.4097269202071105 |
| 2002-05-01 | 6.5055597928504910 |
| 2002-06-01 | 6.5130847416041510 |
| 2002-07-01 | 6.2773475321968790 |
| 2002-08-01 | 6.5319898801393900 |
| 2002-09-01 | 6.3458662963182100 |
| 2002-10-01 | 5.9956169967999005 |
| 2002-11-01 | 6.0109904419445900 |
| 2002-12-01 | 5.8809618514307690 |
| 2003-01-01 | 5.9137435991311005 |
| 2003-02-01 | 5.6895421397957600 |
| 2003-03-01 | 5.7195302700350790 |
| 2003-04-01 | 5.6191547097097900 |
| 2003-05-01 | 5.7171784576210200 |
| 2003-06-01 | 5.6303368187090195 |
| 2003-07-01 | 5.6685285142990000 |
| 2003-08-01 | 5.6254845789147900 |
| 2003-09-01 | 5.5306096210905900 |
| 2003-10-01 | 5.4892958520145400 |
| 2003-11-01 | 5.8051747353467690 |
| 2003-12-01 | 5.2725915844822400 |
| 2004-01-01 | 5.3961117655700100 |
| 2004-02-01 | 5.4991052761755090 |
| 2004-03-01 | 5.4310851176295900 |
| 2004-04-01 | 5.3323403914964400 |
| 2004-05-01 | 5.3422039012473790 |
| 2004-06-01 | 5.2501684788557100 |
| 2004-07-01 | 5.2540771559659900 |
| 2004-08-01 | 5.3197167275202900 |
| 2004-09-01 | 5.3173298234711700 |
| 2004-10-01 | 5.3702781983611500 |
| 2004-11-01 | 5.3013933669936110 |
| 2004-12-01 | 5.4682617110169005 |
| 2005-01-01 | 5.5878105211199705 |
| 2005-02-01 | 5.4946374960874005 |
| 2005-03-01 | 5.5502053628443800 |
| 2005-04-01 | 5.7313626864093900 |
| 2005-05-01 | 5.6690391077576700 |
| 2005-06-01 | 5.6744554169758405 |
| 2005-07-01 | 5.6535091083074290 |
| 2005-08-01 | 5.5103608834115400 |
| 2005-09-01 | 5.4850893052619100 |
| 2005-10-01 | 5.5563026594580190 |
| 2005-11-01 | 5.6983422153120395 |
| 2005-12-01 | 5.7669837933937590 |
| 2006-01-01 | 5.4945910577687410 |
| 2006-02-01 | 5.4026744086761900 |
| 2006-03-01 | 5.3656575770269500 |
| 2006-04-01 | 5.1137194899893610 |
| 2006-05-01 | 5.1914187316647800 |
| 2006-06-01 | 5.2808571908868400 |
| 2006-07-01 | 5.3538301185166395 |
| 2006-08-01 | 5.4134217799292690 |
| 2006-09-01 | 5.4550756037142410 |
| 2006-10-01 | 5.6394094297421695 |
| 2006-11-01 | 5.5952904975189800 |
| 2006-12-01 | 5.5677311853351300 |
| 2007-01-01 | 5.6213499617404100 |
| 2007-02-01 | 5.7188731845209900 |
| 2007-03-01 | 5.6777349853939290 |
| 2007-04-01 | 5.5877257104528200 |
| 2007-05-01 | 5.5989662513130490 |
| 2007-06-01 | 5.7739175077296310 |
| 2007-07-01 | 5.9598574486225795 |
| 2007-08-01 | 6.0192349898315500 |
| 2007-09-01 | 6.0145061558992100 |
| 2007-10-01 | 5.8192756075413900 |
| 2007-11-01 | 5.8074827002960510 |
| 2007-12-01 | 5.8907194259129600 |
| 2008-01-01 | 5.8460695428093210 |
| 2008-02-01 | 5.9395698575726400 |
| 2008-03-01 | 5.8804903468072105 |
| 2008-04-01 | 6.0718640240008400 |
| 2008-05-01 | 6.0944009262854700 |
| 2008-06-01 | 5.9566731028777395 |
| 2008-07-01 | 5.8497139149590190 |
| 2008-08-01 | 5.9271766132372200 |
| 2008-09-01 | 5.5705127246904300 |
| 2008-10-01 | 5.8027547396809190 |
| 2008-11-01 | 6.0366802933257300 |
| 2008-12-01 | 5.1261947313445190 |
| 2009-01-01 | 5.0742456606228200 |
| 2009-02-01 | 5.0625993913100200 |
| 2009-03-01 | 5.1781428718576900 |
| 2009-04-01 | 5.1555251162993200 |
| 2009-05-01 | 5.0647501482737500 |
| 2009-06-01 | 5.1368409485929600 |
| 2009-07-01 | 4.9400835365961795 |
| 2009-08-01 | 4.9434657782880995 |
| 2009-09-01 | 4.6306861508685190 |
| 2009-10-01 | 5.2903890724584800 |
| 2009-11-01 | 5.5743295282470190 |
| 2009-12-01 | 5.5643304957641690 |
| 2010-01-01 | 5.3831263805860000 |
| 2010-02-01 | 5.3896924771530500 |
| 2010-03-01 | 5.4725737791171700 |
| 2010-04-01 | 5.6490635438534404 |
| 2010-05-01 | 5.6390324603080800 |
| 2010-06-01 | 5.7019177899151390 |
| 2010-07-01 | 5.9227432570608900 |
| 2010-08-01 | 5.9662304303226300 |
| 2010-09-01 | 6.0035909343332200 |
| 2010-10-01 | 6.0780063126117600 |
| 2010-11-01 | 6.0224080082907400 |
| 2010-12-01 | 6.0051045331357600 |
| 2011-01-01 | 6.1740364193186610 |
| 2011-02-01 | 6.3013186257194510 |
| 2011-03-01 | 6.2623367063412310 |
| 2011-04-01 | 5.5548935577517495 |
| 2011-05-01 | 5.6161619485050300 |
| 2011-06-01 | 5.6802976768659290 |
| 2011-07-01 | 5.7970349383090400 |
| 2011-08-01 | 5.7780451152079810 |
| 2011-09-01 | 5.7945390034792200 |
| 2011-10-01 | 5.7746661755262700 |
| 2011-11-01 | 5.7735929573222300 |
| 2011-12-01 | 5.7562220308988000 |
| 2012-01-01 | 5.7440949115299595 |
| 2012-02-01 | 5.7817689759929500 |
| 2012-03-01 | 5.9429042999717500 |
| 2012-04-01 | 5.9663485974997800 |
| 2012-05-01 | 6.1095878100411390 |
| 2012-06-01 | 6.2658812403296690 |
| 2012-07-01 | 5.7750420096748090 |
| 2012-08-01 | 5.7792441097909110 |
| 2012-09-01 | 6.0082011744475100 |
| 2012-10-01 | 5.8900923912125990 |
| 2012-11-01 | 6.1158005834867410 |
| 2012-12-01 | 6.0012207324852800 |
| 2013-01-01 | 5.5103632819596395 |
| 2013-02-01 | 5.5447894534501390 |
| 2013-03-01 | 5.5162984884752410 |
| 2013-04-01 | 5.5570171002227700 |
| 2013-05-01 | 5.4842163813680700 |
| 2013-06-01 | 5.6662648487949000 |
| 2013-07-01 | 5.5863896303628710 |
| 2013-08-01 | 5.6012063119544000 |
| 2013-09-01 | 5.5481029136024110 |
| 2013-10-01 | 5.5206896767489000 |
| 2013-11-01 | 5.3216459193533090 |
| 2013-12-01 | 5.2198980479751910 |
| 2014-01-01 | 5.4749867568023900 |
| 2014-02-01 | 5.6023127144962090 |
| 2014-03-01 | 5.4806871369081300 |
| 2014-04-01 | 5.3323694336926200 |
| 2014-05-01 | 5.4646733031059690 |
| 2014-06-01 | 5.4620484838856305 |
| 2014-07-01 | 5.7296039674176500 |
| 2014-08-01 | 5.8452223816084700 |
| 2014-09-01 | 5.7108696593563700 |
| 2014-10-01 | 5.7482508011642190 |
| 2014-11-01 | 5.7010520508130400 |
| 2014-12-01 | 5.7185779071970310 |
| 2015-01-01 | 5.9485639082442700 |
| 2015-02-01 | 5.9519119247033800 |
| 2015-03-01 | 5.9307039212645000 |
| 2015-04-01 | 6.0071927754125600 |
| 2015-05-01 | 5.8377767451358600 |
| 2015-06-01 | 5.8689050821449990 |
| 2015-07-01 | 5.8924382053675590 |
| 2015-08-01 | 5.9066544823498800 |
| 2015-09-01 | 5.7825522747249005 |
| 2015-10-01 | 5.7693531361595790 |
| 2015-11-01 | 5.8585952113395900 |
| 2015-12-01 | 5.8059557713595310 |
| 2016-01-01 | 5.8265123653346690 |
| 2016-02-01 | 5.8024796793633600 |
| 2016-03-01 | 5.7770588252631200 |
| 2016-04-01 | 5.8834793462265100 |
| 2016-05-01 | 5.9154378490503000 |
| 2016-06-01 | 5.5670801946269400 |
| 2016-07-01 | 5.7719748922869005 |
| 2016-08-01 | 5.6776770560545400 |
| 2016-09-01 | 5.8519281074417300 |
| 2016-10-01 | 5.8882918840097690 |
| 2016-11-01 | 5.8986542440824100 |
| 2016-12-01 | 5.8765611524067700 |
| 2017-01-01 | 5.7107402402101510 |
| 2017-02-01 | 5.6607567393052100 |
| 2017-03-01 | 5.8333777682646200 |
| 2017-04-01 | 5.3743976352003210 |
| 2017-05-01 | 5.5890121531195900 |
| 2017-06-01 | 5.5644350052898100 |
| 2017-07-01 | 5.5569492168739200 |
| 2017-08-01 | 5.5524733693936800 |
| 2017-09-01 | 5.5997630959912800 |
| 2017-10-01 | 5.6036954021093890 |
| 2017-11-01 | 5.6358365192614100 |
| 2017-12-01 | 5.6262434174741400 |
| 2018-01-01 | 5.5970424091615705 |
| 2018-02-01 | 5.6282093630462000 |
| 2018-03-01 | 5.7096680635384290 |
| 2018-04-01 | 5.5776755498989700 |
| 2018-05-01 | 5.5805091274088700 |
| 2018-06-01 | 5.7601563764672990 |
| 2018-07-01 | 5.4257473866612900 |
| 2018-08-01 | 5.5127878302502310 |
| 2018-09-01 | 5.4313539335276500 |
| 2018-10-01 | 5.5165536431147100 |
| 2018-11-01 | 5.4899757606029205 |
| 2018-12-01 | 5.4721417616534800 |
| 2019-01-01 | 5.5753124070461295 |
| 2019-02-01 | 5.5886395481194500 |
| 2019-03-01 | 5.6984436179902005 |
| 2019-04-01 | 5.6971815833043005 |
| 2019-05-01 | 5.6936116778208100 |
| 2019-06-01 | 5.6634213306617305 |
| 2019-07-01 | 5.4751459211488610 |
| 2019-08-01 | 5.4499863908375000 |
| 2019-09-01 | 5.4459736678048490 |
| 2019-10-01 | 6.1303922707464410 |
| 2019-11-01 | 6.1605234890859610 |
| 2019-12-01 | 6.1227784014459505 |
| 2020-01-01 | 6.2538988687247300 |
| 2020-02-01 | 6.1474325281265500 |
| 2020-03-01 | 6.0929490630591000 |
| 2020-04-01 | 4.2089010155660000 |
| 2020-05-01 | 4.3205395179567000 |
| 2020-06-01 | 4.6699542169243300 |
| 2020-07-01 | 5.1138520053977700 |
| 2020-08-01 | 5.1817180866250710 |
| 2020-09-01 | 5.1541057716234295 |
| 2020-10-01 | 5.1442817695104690 |
| 2020-11-01 | 5.2388993203878800 |
| 2020-12-01 | 5.2758388043005100 |
| 2021-01-01 | 5.2288040200090500 |
| 2021-02-01 | 5.3097695138419505 |
| 2021-03-01 | 5.2924323117847400 |
| 2021-04-01 | 5.3152320349147400 |
| 2021-05-01 | 5.3519619540434810 |
| 2021-06-01 | 5.2794116977069505 |
| 2021-07-01 | 5.4485193013445000 |
| 2021-08-01 | 5.4080029073436390 |
| 2021-09-01 | 5.2547193572697690 |
| 2021-10-01 | 5.6532806772572300 |
| 2021-11-01 | 5.6263494777324600 |
| 2021-12-01 | 5.7334482418591906 |
| 2022-01-01 | 5.8120983471873500 |
| 2022-02-01 | 5.7789763151414500 |
| 2022-03-01 | 5.7835064876825800 |
| 2022-04-01 | 5.8193617424901900 |
| 2022-05-01 | 5.7763188826002800 |
| 2022-06-01 | 5.8932573968772310 |
| 2022-07-01 | 5.7711700287433200 |
| 2022-08-01 | 5.8321961074805495 |
| 2022-09-01 | 5.8616356502178000 |
| 2022-10-01 | 5.7550250103247205 |
| 2022-11-01 | 5.8234499591920700 |
| 2022-12-01 | 5.8032627244394100 |
| 2023-01-01 | 5.6937750880224690 |
| 2023-02-01 | 5.8585736504604995 |
| 2023-03-01 | 5.8683470749665200 |
| 2023-04-01 | 5.5221420775425605 |
| 2023-05-01 | 5.6965120418696795 |
| 2023-06-01 | 5.8994984992035100 |
| 2023-07-01 | 5.6918014954643300 |
| 2023-08-01 | 5.6453553929792690 |
| 2023-09-01 | 5.6694936240875810 |
| 2023-10-01 | 5.6552009271128200 |
| 2023-11-01 | 5.6248765763725700 |
| 2023-12-01 | 5.5870732782875590 |
| 2024-01-01 | 5.5834889383273490 |
| 2024-02-01 | 5.5465343224409110 |
| 2024-03-01 | 5.5510566072362995 |
| 2024-04-01 | 5.5230142738234400 |
| 2024-05-01 | 5.6049971520688700 |
| 2024-06-01 | 5.4021651179906300 |
| 2024-07-01 | 5.3038695255939100 |
| 2024-08-01 | 5.3549930436667990 |
| 2024-09-01 | 5.3795048449497810 |
| 2024-10-01 | 5.4526562263463605 |
| 2024-11-01 | 5.4266292131764610 |
| 2024-12-01 | 5.4806497855032300 |
