Title: All Employees: Manufacturing in Niles-Benton Harbor, MI (MSA) Series ID: NILE626MFG 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 2024-03-01 Last Updated: 2024-04-20 6:08 AM CDT 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/NILE626MFGN). 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 19.084040452471896 1990-02-01 19.074983402596400 1990-03-01 19.086873959367600 1990-04-01 19.216836140149300 1990-05-01 19.178397515807397 1990-06-01 18.791428309254100 1990-07-01 18.714868770897700 1990-08-01 18.805528534883003 1990-09-01 18.816131852887000 1990-10-01 18.801016244045800 1990-11-01 18.589135710959198 1990-12-01 18.759598474643700 1991-01-01 18.976931557231600 1991-02-01 18.665806930957800 1991-03-01 18.359054431784102 1991-04-01 18.223047903467200 1991-05-01 18.482770703319800 1991-06-01 18.489936900827500 1991-07-01 18.521454159661900 1991-08-01 18.614136923293298 1991-09-01 18.526643857064396 1991-10-01 18.508214382755700 1991-11-01 18.506601618865698 1991-12-01 18.162502818325600 1992-01-01 18.161307197913400 1992-02-01 18.151457363383802 1992-03-01 18.118612303987998 1992-04-01 18.126845580206800 1992-05-01 18.082587518092900 1992-06-01 18.267707814245200 1992-07-01 18.346722854304800 1992-08-01 18.038170902150700 1992-09-01 18.146417729706500 1992-10-01 18.030765621855103 1992-11-01 18.218971876503502 1992-12-01 18.265920783007800 1993-01-01 18.242045094685000 1993-02-01 17.923710813206803 1993-03-01 18.166355565047200 1993-04-01 18.026616968551900 1993-05-01 17.976840082581000 1993-06-01 17.931310564266300 1993-07-01 18.109467924440104 1993-08-01 18.070592120843600 1993-09-01 17.866660514937000 1993-10-01 18.064318420159400 1993-11-01 18.025552298565398 1993-12-01 18.050160814116303 1994-01-01 18.211386584935802 1994-02-01 18.405702905919302 1994-03-01 18.519154165790600 1994-04-01 18.319007709478800 1994-05-01 18.354769643532600 1994-06-01 18.399302290613300 1994-07-01 18.805527191147497 1994-08-01 18.600530061342003 1994-09-01 18.785278681511100 1994-10-01 18.797596286447700 1994-11-01 18.618567276923700 1994-12-01 18.826945344329697 1995-01-01 18.783468196614400 1995-02-01 18.784743852097500 1995-03-01 18.883205528183503 1995-04-01 19.208786492571200 1995-05-01 19.227240828450700 1995-06-01 19.178675482100800 1995-07-01 18.925872951278200 1995-08-01 18.922938891444700 1995-09-01 18.986822871966100 1995-10-01 18.919391307600400 1995-11-01 18.912547992395698 1995-12-01 18.885557828993800 1996-01-01 18.848405816331500 1996-02-01 18.880132622734300 1996-03-01 18.680465049344100 1996-04-01 18.496414172631300 1996-05-01 18.397654524198200 1996-06-01 18.468882223591700 1996-07-01 18.238927354058800 1996-08-01 18.432810855167300 1996-09-01 18.075911042749100 1996-10-01 18.137211662933200 1996-11-01 18.193206468694900 1996-12-01 17.951430560352602 1997-01-01 17.924116941080100 1997-02-01 17.769111958966700 1997-03-01 17.785004398073603 1997-04-01 17.701674050825500 1997-05-01 17.696096903431800 1997-06-01 17.561540788953400 1997-07-01 17.311593658190600 1997-08-01 17.426202220558800 1997-09-01 17.669335985983800 1997-10-01 17.551304054433700 1997-11-01 17.869215072137802 1997-12-01 17.720368913403200 1998-01-01 17.597481500713197 1998-02-01 17.577158299201300 1998-03-01 17.603198535233897 1998-04-01 17.612275713802198 1998-05-01 17.603832456413300 1998-06-01 17.566672982286500 1998-07-01 17.436225638376200 1998-08-01 17.507419578816600 1998-09-01 17.458972956493100 1998-10-01 17.560624008989900 1998-11-01 17.455890496072500 1998-12-01 17.594763860631602 1999-01-01 17.789433628909800 1999-02-01 17.787373191873400 1999-03-01 17.815892551813000 1999-04-01 18.231038580154300 1999-05-01 18.028706433444300 1999-06-01 18.074947293341502 1999-07-01 18.825755215788600 1999-08-01 18.267170712954700 1999-09-01 18.347834848884900 1999-10-01 18.258849161184003 1999-11-01 18.265429754534700 1999-12-01 18.184576782446400 2000-01-01 18.086222255010200 2000-02-01 18.205084780477100 2000-03-01 18.140818993783398 2000-04-01 17.947246182122800 2000-05-01 17.847048367917200 2000-06-01 17.767609750149802 2000-07-01 18.393009374281200 2000-08-01 18.227608061022700 2000-09-01 18.126389141222997 2000-10-01 18.162527304005000 2000-11-01 18.192778819199603 2000-12-01 18.088078826825700 2001-01-01 18.106072903272500 2001-02-01 17.713011686634800 2001-03-01 17.747164196903398 2001-04-01 17.763598257559900 2001-05-01 17.674978047577000 2001-06-01 17.548533560788500 2001-07-01 17.047694023070400 2001-08-01 17.280649042522000 2001-09-01 17.114345028697000 2001-10-01 16.969347551598800 2001-11-01 16.821746400516200 2001-12-01 16.704510013105000 2002-01-01 16.230696430004400 2002-02-01 16.226087137724200 2002-03-01 16.248062576597600 2002-04-01 16.171316916624000 2002-05-01 16.097411076804700 2002-06-01 16.020942916175900 2002-07-01 16.100023015476000 2002-08-01 16.250905520375400 2002-09-01 16.195281769467403 2002-10-01 16.171883241174900 2002-11-01 16.150814065876000 2002-12-01 16.122339095397400 2003-01-01 16.171072596515300 2003-02-01 16.148185468216200 2003-03-01 15.939541394507598 2003-04-01 15.768590449740800 2003-05-01 15.811656714465300 2003-06-01 15.800947939409400 2003-07-01 15.552326935171699 2003-08-01 15.318958943504699 2003-09-01 15.280435703849400 2003-10-01 15.171392134109400 2003-11-01 14.980974594972901 2003-12-01 14.850638167795200 2004-01-01 15.204169585256802 2004-02-01 15.364818658762800 2004-03-01 15.434043859731400 2004-04-01 15.472880519949902 2004-05-01 15.416184807830900 2004-06-01 15.478557454957200 2004-07-01 15.509678925611802 2004-08-01 15.496445547963700 2004-09-01 15.466338145932400 2004-10-01 15.356087820815100 2004-11-01 15.405687209679500 2004-12-01 15.386916073804300 2005-01-01 15.242005597765100 2005-02-01 15.175998433829000 2005-03-01 15.225402607636301 2005-04-01 15.184034424617300 2005-05-01 15.017776062066900 2005-06-01 15.068736953885601 2005-07-01 14.966204844292099 2005-08-01 14.973870838720698 2005-09-01 14.760791523256199 2005-10-01 15.138050870959999 2005-11-01 15.108560782433500 2005-12-01 15.014782761887300 2006-01-01 14.969335071103101 2006-02-01 14.895273873865099 2006-03-01 14.831729167288401 2006-04-01 14.900145041802098 2006-05-01 14.917536521218901 2006-06-01 14.760426003856800 2006-07-01 14.828250408725600 2006-08-01 14.755887492283700 2006-09-01 14.665433846677000 2006-10-01 14.510772021118600 2006-11-01 14.496495094682500 2006-12-01 14.535343555905099 2007-01-01 14.590177793247099 2007-02-01 14.621419325504501 2007-03-01 14.645594056986000 2007-04-01 14.513856626983900 2007-05-01 14.715970046907900 2007-06-01 14.664653906742199 2007-07-01 14.381975296422802 2007-08-01 14.434586007583000 2007-09-01 14.377572257360999 2007-10-01 14.401535466882000 2007-11-01 14.178277244540000 2007-12-01 14.149485026219402 2008-01-01 14.201995294092100 2008-02-01 14.240676714830300 2008-03-01 14.158941287674000 2008-04-01 14.022416386436300 2008-05-01 14.020857613500700 2008-06-01 13.961884631998402 2008-07-01 13.830205598674600 2008-08-01 13.729169148712900 2008-09-01 13.598666687463000 2008-10-01 13.399887281377001 2008-11-01 13.167263780250401 2008-12-01 12.857890879265100 2009-01-01 12.311640885256200 2009-02-01 12.150765136911600 2009-03-01 11.868704926037200 2009-04-01 11.718139340142200 2009-05-01 11.529686282955598 2009-06-01 11.362437560545600 2009-07-01 11.272478279421302 2009-08-01 11.231346095252500 2009-09-01 11.119726651397300 2009-10-01 11.113014062525599 2009-11-01 11.157778832124600 2009-12-01 11.155926957057499 2010-01-01 11.222434082638200 2010-02-01 11.262450608537000 2010-03-01 11.376044264398100 2010-04-01 11.403631965049100 2010-05-01 11.437803879680299 2010-06-01 11.359780165543300 2010-07-01 11.722579634340802 2010-08-01 11.540707395844200 2010-09-01 11.538673342624500 2010-10-01 11.625464464120700 2010-11-01 11.755748124079800 2010-12-01 11.753412739478100 2011-01-01 11.931361383675801 2011-02-01 11.870787654656699 2011-03-01 11.882342178553600 2011-04-01 11.893115050320300 2011-05-01 11.739080658650598 2011-06-01 11.754849563204301 2011-07-01 11.778078422266901 2011-08-01 11.646377641807700 2011-09-01 11.648858498405199 2011-10-01 11.648312526285201 2011-11-01 11.657987640126901 2011-12-01 11.752721629232699 2012-01-01 11.739789969375100 2012-02-01 11.767816076469500 2012-03-01 11.784333525031300 2012-04-01 11.895615922447500 2012-05-01 11.941336855751100 2012-06-01 11.947876410717800 2012-07-01 12.044999624521699 2012-08-01 12.045911354391599 2012-09-01 12.048880543073200 2012-10-01 12.067769855510699 2012-11-01 11.963365442327900 2012-12-01 11.951367395733400 2013-01-01 11.951653840155700 2013-02-01 11.957658115094700 2013-03-01 11.988384846170401 2013-04-01 12.016300021833400 2013-05-01 12.144339149319400 2013-06-01 12.138113154670698 2013-07-01 12.117909962449200 2013-08-01 12.234193814610501 2013-09-01 12.336808412716300 2013-10-01 12.485361921201198 2013-11-01 12.465897428664201 2013-12-01 12.553858792716700 2014-01-01 12.667017351067600 2014-02-01 12.646678146731801 2014-03-01 12.799057119779599 2014-04-01 12.943288642975599 2014-05-01 12.843977131734100 2014-06-01 12.924656093204698 2014-07-01 12.896315022885000 2014-08-01 12.919211617993500 2014-09-01 12.921569758098200 2014-10-01 12.903921080085599 2014-11-01 13.071743145934100 2014-12-01 13.060653014938500 2015-01-01 13.074963495059400 2015-02-01 13.136778061505801 2015-03-01 13.105309700861900 2015-04-01 12.966962389475000 2015-05-01 13.045347042077598 2015-06-01 13.004588693804800 2015-07-01 13.075435883692201 2015-08-01 13.114675048404400 2015-09-01 13.117867473377100 2015-10-01 13.124551154674000 2015-11-01 13.173420496196801 2015-12-01 13.176163779737802 2016-01-01 13.070263242945700 2016-02-01 13.119275055146899 2016-03-01 13.102526400608600 2016-04-01 13.081144586469200 2016-05-01 13.149139506704800 2016-06-01 13.193903657705100 2016-07-01 13.251596714527302 2016-08-01 13.328260417481700 2016-09-01 13.328481225743598 2016-10-01 13.239015313851900 2016-11-01 13.178050895868001 2016-12-01 13.185867700559400 2017-01-01 13.155591987617400 2017-02-01 13.201059202244199 2017-03-01 13.191600793135800 2017-04-01 13.282070701792500 2017-05-01 13.353891223025201 2017-06-01 13.392612500311000 2017-07-01 13.330407341736699 2017-08-01 13.357092993692600 2017-09-01 13.346347380953500 2017-10-01 13.145034723770301 2017-11-01 13.187114702689000 2017-12-01 13.199857807798601 2018-01-01 13.233282555021000 2018-02-01 13.178743713883400 2018-03-01 13.172266087264399 2018-04-01 13.165337067545400 2018-05-01 13.157836463569600 2018-06-01 13.204738184972400 2018-07-01 13.117612615089500 2018-08-01 13.095493454150800 2018-09-01 13.070880972706801 2018-10-01 13.346313171408902 2018-11-01 13.295330696480802 2018-12-01 13.211022910734000 2019-01-01 13.305904299356401 2019-02-01 13.259264908485200 2019-03-01 13.246553723686900 2019-04-01 13.135024923284700 2019-05-01 13.164786327103801 2019-06-01 13.121974897966302 2019-07-01 13.218017146784598 2019-08-01 13.136034767797700 2019-09-01 13.094573224060000 2019-10-01 13.143615948833300 2019-11-01 13.098774206232099 2019-12-01 13.120461579458802 2020-01-01 12.978524223620301 2020-02-01 12.941727755704000 2020-03-01 13.021711733590000 2020-04-01 10.008921740037300 2020-05-01 9.573702802042028 2020-06-01 11.644868077613099 2020-07-01 11.721709985685900 2020-08-01 11.661699316398899 2020-09-01 11.715681881081700 2020-10-01 11.637518236351500 2020-11-01 11.598254272336700 2020-12-01 11.615217271680699 2021-01-01 11.664767229899600 2021-02-01 11.732628998271300 2021-03-01 11.910798117585301 2021-04-01 11.893899784376499 2021-05-01 11.781706329223699 2021-06-01 11.759421253864200 2021-07-01 11.929616170641500 2021-08-01 11.967929808547100 2021-09-01 12.022230385510800 2021-10-01 12.128056197512200 2021-11-01 12.302146512584400 2021-12-01 12.309286543652599 2022-01-01 12.460784760009698 2022-02-01 12.531865906445901 2022-03-01 12.612620274702598 2022-04-01 12.687270205903600 2022-05-01 12.686871236061700 2022-06-01 12.663647645155802 2022-07-01 12.634222272188401 2022-08-01 12.659522401181600 2022-09-01 12.726873575147800 2022-10-01 12.722463924794900 2022-11-01 12.602977955127301 2022-12-01 12.701577798810801 2023-01-01 12.762250509680800 2023-02-01 12.736944981122901 2023-03-01 12.822263359303100 2023-04-01 12.786587943055599 2023-05-01 12.888408671049499 2023-06-01 12.959387577391000 2023-07-01 12.939560168488901 2023-08-01 13.049345340584800 2023-09-01 12.827825365220999 2023-10-01 12.916041813206100 2023-11-01 12.903861766601300 2023-12-01 12.898066602491200 2024-01-01 12.762712858071900 2024-02-01 12.743794656593800 2024-03-01 12.629635859905100