Table Data - All Employees: Mining, Logging, and Construction in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Mining, Logging, and Construction in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026NRMN |
| 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 2026-04-01 |
| Last Updated | 2026-05-26 2:58 PM 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. 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 | 3.71452173062552 |
| 1990-02-01 | 3.73893145282061 |
| 1990-03-01 | 3.64587213885472 |
| 1990-04-01 | 3.58314707144773 |
| 1990-05-01 | 3.65744324520667 |
| 1990-06-01 | 3.53090974851369 |
| 1990-07-01 | 3.56280597096522 |
| 1990-08-01 | 3.58224571342159 |
| 1990-09-01 | 3.67516514258581 |
| 1990-10-01 | 3.70795375598366 |
| 1990-11-01 | 3.69891966197938 |
| 1990-12-01 | 3.69131125645415 |
| 1991-01-01 | 3.82561022688901 |
| 1991-02-01 | 3.74800287922391 |
| 1991-03-01 | 3.84885054498635 |
| 1991-04-01 | 3.78090900202155 |
| 1991-05-01 | 3.75480597651185 |
| 1991-06-01 | 3.62311166990125 |
| 1991-07-01 | 3.76087413394316 |
| 1991-08-01 | 3.97421796941303 |
| 1991-09-01 | 3.87559921150999 |
| 1991-10-01 | 3.90344839074536 |
| 1991-11-01 | 3.99878528011103 |
| 1991-12-01 | 3.98922662995308 |
| 1992-01-01 | 4.04415560166743 |
| 1992-02-01 | 4.06779001747890 |
| 1992-03-01 | 4.05379791140979 |
| 1992-04-01 | 4.07735318898648 |
| 1992-05-01 | 4.05327304678983 |
| 1992-06-01 | 4.09791429610907 |
| 1992-07-01 | 4.15431651902847 |
| 1992-08-01 | 4.06613478397393 |
| 1992-09-01 | 4.07960566006324 |
| 1992-10-01 | 3.99908104024852 |
| 1992-11-01 | 3.99894707513502 |
| 1992-12-01 | 4.08101519517162 |
| 1993-01-01 | 4.07107970814884 |
| 1993-02-01 | 4.09237783228415 |
| 1993-03-01 | 4.16426824926352 |
| 1993-04-01 | 4.17365838949840 |
| 1993-05-01 | 4.15070850786740 |
| 1993-06-01 | 4.16022053928319 |
| 1993-07-01 | 4.24712593253662 |
| 1993-08-01 | 4.26347146665858 |
| 1993-09-01 | 4.18669199618347 |
| 1993-10-01 | 4.29611923415969 |
| 1993-11-01 | 4.29904893026261 |
| 1993-12-01 | 4.26417428372455 |
| 1994-01-01 | 4.19377146777960 |
| 1994-02-01 | 4.32031530155160 |
| 1994-03-01 | 4.17823138392721 |
| 1994-04-01 | 4.37759622244124 |
| 1994-05-01 | 4.44099308158355 |
| 1994-06-01 | 4.41755349667991 |
| 1994-07-01 | 4.44251091380222 |
| 1994-08-01 | 4.57297969895110 |
| 1994-09-01 | 4.60006844223905 |
| 1994-10-01 | 4.58680466588020 |
| 1994-11-01 | 4.59761124980428 |
| 1994-12-01 | 4.64226919058884 |
| 1995-01-01 | 4.70758890130654 |
| 1995-02-01 | 4.73424696367431 |
| 1995-03-01 | 4.80586167276090 |
| 1995-04-01 | 4.78714837428455 |
| 1995-05-01 | 4.82223797296421 |
| 1995-06-01 | 4.87864554436200 |
| 1995-07-01 | 4.84791740652665 |
| 1995-08-01 | 4.79245419832934 |
| 1995-09-01 | 4.81095875903925 |
| 1995-10-01 | 4.77898409485261 |
| 1995-11-01 | 4.89841720947014 |
| 1995-12-01 | 4.62178103155832 |
| 1996-01-01 | 4.70347495203388 |
| 1996-02-01 | 4.73075399489348 |
| 1996-03-01 | 4.83606347423972 |
| 1996-04-01 | 4.89579899349982 |
| 1996-05-01 | 4.81288900093812 |
| 1996-06-01 | 4.94237777755421 |
| 1996-07-01 | 4.96418024926979 |
| 1996-08-01 | 5.02367080014571 |
| 1996-09-01 | 4.92398102838035 |
| 1996-10-01 | 5.06309891920038 |
| 1996-11-01 | 5.19692646888792 |
| 1996-12-01 | 5.19425941751315 |
| 1997-01-01 | 5.19299290683063 |
| 1997-02-01 | 5.12153290498021 |
| 1997-03-01 | 5.16749516121678 |
| 1997-04-01 | 5.09754737084222 |
| 1997-05-01 | 5.31267394976092 |
| 1997-06-01 | 5.21980323566463 |
| 1997-07-01 | 5.28526240934890 |
| 1997-08-01 | 5.24919036461876 |
| 1997-09-01 | 5.33046084895175 |
| 1997-10-01 | 5.35443586720861 |
| 1997-11-01 | 5.29447404247947 |
| 1997-12-01 | 5.36579198189439 |
| 1998-01-01 | 5.37483047680883 |
| 1998-02-01 | 5.40637099060573 |
| 1998-03-01 | 5.29382911614404 |
| 1998-04-01 | 5.20576502139238 |
| 1998-05-01 | 5.52957875009087 |
| 1998-06-01 | 5.41264150919997 |
| 1998-07-01 | 5.39745903563260 |
| 1998-08-01 | 5.35556023918705 |
| 1998-09-01 | 5.32413386227009 |
| 1998-10-01 | 5.04524954100922 |
| 1998-11-01 | 5.30130695595617 |
| 1998-12-01 | 5.24505024280062 |
| 1999-01-01 | 5.35771299549087 |
| 1999-02-01 | 5.50131940604623 |
| 1999-03-01 | 5.41328728720151 |
| 1999-04-01 | 5.51308474010033 |
| 1999-05-01 | 5.35121646975941 |
| 1999-06-01 | 5.51644296852163 |
| 1999-07-01 | 5.39841049376932 |
| 1999-08-01 | 5.43242816063108 |
| 1999-09-01 | 5.51059402724561 |
| 1999-10-01 | 5.75115298608940 |
| 1999-11-01 | 6.00873669978960 |
| 1999-12-01 | 5.94171431434952 |
| 2000-01-01 | 5.75067856511470 |
| 2000-02-01 | 5.70262385668660 |
| 2000-03-01 | 5.82333527196220 |
| 2000-04-01 | 5.81626086462830 |
| 2000-05-01 | 5.87559113067710 |
| 2000-06-01 | 5.71303283120200 |
| 2000-07-01 | 5.59021986547570 |
| 2000-08-01 | 5.69760960139681 |
| 2000-09-01 | 5.79517599672194 |
| 2000-10-01 | 5.76091942470235 |
| 2000-11-01 | 5.82289888022631 |
| 2000-12-01 | 5.84963030534690 |
| 2001-01-01 | 5.85969281086598 |
| 2001-02-01 | 5.92239941015305 |
| 2001-03-01 | 5.81239491725555 |
| 2001-04-01 | 5.80469850199873 |
| 2001-05-01 | 5.78314437057063 |
| 2001-06-01 | 5.71711109903191 |
| 2001-07-01 | 6.17905743520251 |
| 2001-08-01 | 6.26393535657980 |
| 2001-09-01 | 6.28172613293051 |
| 2001-10-01 | 6.18436983144390 |
| 2001-11-01 | 6.12719796771733 |
| 2001-12-01 | 6.16695901665744 |
| 2002-01-01 | 6.28370114666455 |
| 2002-02-01 | 6.13058893070755 |
| 2002-03-01 | 6.19672685803073 |
| 2002-04-01 | 5.99280885213330 |
| 2002-05-01 | 6.08081012919780 |
| 2002-06-01 | 6.12177817544559 |
| 2002-07-01 | 6.26194985241492 |
| 2002-08-01 | 6.13997551608580 |
| 2002-09-01 | 5.96596872483516 |
| 2002-10-01 | 6.01213570182254 |
| 2002-11-01 | 6.03523342155488 |
| 2002-12-01 | 5.99420609370737 |
| 2003-01-01 | 5.91037457704564 |
| 2003-02-01 | 5.73132320785696 |
| 2003-03-01 | 5.76841816712078 |
| 2003-04-01 | 5.97516107443711 |
| 2003-05-01 | 6.06615166773705 |
| 2003-06-01 | 6.03629157077696 |
| 2003-07-01 | 5.85270291454040 |
| 2003-08-01 | 5.82817563000713 |
| 2003-09-01 | 5.76051170119523 |
| 2003-10-01 | 5.73502617971992 |
| 2003-11-01 | 5.63028104838894 |
| 2003-12-01 | 5.62458183328278 |
| 2004-01-01 | 5.63612716542975 |
| 2004-02-01 | 5.61957518798181 |
| 2004-03-01 | 5.74709580230884 |
| 2004-04-01 | 5.65360815660130 |
| 2004-05-01 | 5.55024421564117 |
| 2004-06-01 | 5.44709669227710 |
| 2004-07-01 | 5.45685357378534 |
| 2004-08-01 | 5.42822224903716 |
| 2004-09-01 | 5.56452215749343 |
| 2004-10-01 | 5.54528456815157 |
| 2004-11-01 | 5.62088825145776 |
| 2004-12-01 | 5.64778023926009 |
| 2005-01-01 | 5.54982342402510 |
| 2005-02-01 | 5.71147131078255 |
| 2005-03-01 | 5.62370868206405 |
| 2005-04-01 | 5.63731784115138 |
| 2005-05-01 | 5.63074868969651 |
| 2005-06-01 | 5.67235838829024 |
| 2005-07-01 | 5.77086573413285 |
| 2005-08-01 | 5.63257875681232 |
| 2005-09-01 | 5.66503326619932 |
| 2005-10-01 | 5.54396733937621 |
| 2005-11-01 | 5.60479553433110 |
| 2005-12-01 | 5.56610128764623 |
| 2006-01-01 | 5.55584414765712 |
| 2006-02-01 | 5.59916686745766 |
| 2006-03-01 | 5.61675150243840 |
| 2006-04-01 | 5.52971961308020 |
| 2006-05-01 | 5.52127590097823 |
| 2006-06-01 | 5.49401951888876 |
| 2006-07-01 | 5.48184964513165 |
| 2006-08-01 | 5.53366341653082 |
| 2006-09-01 | 5.46065463158119 |
| 2006-10-01 | 5.53425878600648 |
| 2006-11-01 | 5.29689822513814 |
| 2006-12-01 | 5.38414149918824 |
| 2007-01-01 | 5.44887940441646 |
| 2007-02-01 | 5.29563883116738 |
| 2007-03-01 | 5.31270178751974 |
| 2007-04-01 | 5.32339961272352 |
| 2007-05-01 | 5.31492947759627 |
| 2007-06-01 | 5.31969432101259 |
| 2007-07-01 | 5.29668631181420 |
| 2007-08-01 | 5.33209167780400 |
| 2007-09-01 | 5.25469356074335 |
| 2007-10-01 | 5.31109003325548 |
| 2007-11-01 | 5.38780229493208 |
| 2007-12-01 | 5.40125441633565 |
| 2008-01-01 | 5.34119801383953 |
| 2008-02-01 | 5.30216134573332 |
| 2008-03-01 | 5.21895062825628 |
| 2008-04-01 | 5.11481615801307 |
| 2008-05-01 | 5.20353841447212 |
| 2008-06-01 | 5.13812698284876 |
| 2008-07-01 | 5.11242927186672 |
| 2008-08-01 | 5.03236311281243 |
| 2008-09-01 | 4.94880261468422 |
| 2008-10-01 | 4.79066133762006 |
| 2008-11-01 | 4.68324552296149 |
| 2008-12-01 | 4.51546929762473 |
| 2009-01-01 | 4.43638318447140 |
| 2009-02-01 | 4.50776633432501 |
| 2009-03-01 | 4.61322819676819 |
| 2009-04-01 | 4.50637991925879 |
| 2009-05-01 | 4.29137853475820 |
| 2009-06-01 | 4.25634896271029 |
| 2009-07-01 | 4.13317967527321 |
| 2009-08-01 | 4.04027282130639 |
| 2009-09-01 | 4.03834133716031 |
| 2009-10-01 | 4.07997784485215 |
| 2009-11-01 | 3.98334739291207 |
| 2009-12-01 | 4.02387659012674 |
| 2010-01-01 | 4.02909713376807 |
| 2010-02-01 | 3.99554727729316 |
| 2010-03-01 | 3.99927051096299 |
| 2010-04-01 | 4.10869515041102 |
| 2010-05-01 | 4.09052278525057 |
| 2010-06-01 | 4.06947050325794 |
| 2010-07-01 | 4.14878518183395 |
| 2010-08-01 | 4.05529735906320 |
| 2010-09-01 | 4.34140026777193 |
| 2010-10-01 | 4.47516331774293 |
| 2010-11-01 | 4.08354217305691 |
| 2010-12-01 | 4.02068487118392 |
| 2011-01-01 | 4.01556706140195 |
| 2011-02-01 | 3.96351667101583 |
| 2011-03-01 | 3.97750898535932 |
| 2011-04-01 | 4.02456953520207 |
| 2011-05-01 | 4.10460288232602 |
| 2011-06-01 | 4.08120413901623 |
| 2011-07-01 | 4.36410566866678 |
| 2011-08-01 | 4.27804985294731 |
| 2011-09-01 | 4.25667408753778 |
| 2011-10-01 | 4.16932187816555 |
| 2011-11-01 | 4.17583975323175 |
| 2011-12-01 | 4.09997551721970 |
| 2012-01-01 | 4.09201844042693 |
| 2012-02-01 | 4.03201523752412 |
| 2012-03-01 | 4.25816035823897 |
| 2012-04-01 | 4.35130073703809 |
| 2012-05-01 | 4.22640778798763 |
| 2012-06-01 | 4.19722500475535 |
| 2012-07-01 | 3.97412697769974 |
| 2012-08-01 | 3.99890650143347 |
| 2012-09-01 | 3.97231049778050 |
| 2012-10-01 | 3.86519406769964 |
| 2012-11-01 | 3.86828257583066 |
| 2012-12-01 | 3.97161180367912 |
| 2013-01-01 | 4.07426421386254 |
| 2013-02-01 | 4.09769601922657 |
| 2013-03-01 | 4.03564224070067 |
| 2013-04-01 | 3.97168084789723 |
| 2013-05-01 | 4.05402585682381 |
| 2013-06-01 | 4.11402635846106 |
| 2013-07-01 | 4.19545747258692 |
| 2013-08-01 | 4.23049125792215 |
| 2013-09-01 | 4.16606087658759 |
| 2013-10-01 | 4.35557554136556 |
| 2013-11-01 | 4.36030845047947 |
| 2013-12-01 | 4.33602237317113 |
| 2014-01-01 | 4.66672186438781 |
| 2014-02-01 | 4.47919954238874 |
| 2014-03-01 | 4.32685717393560 |
| 2014-04-01 | 4.27755018168884 |
| 2014-05-01 | 4.27506980631440 |
| 2014-06-01 | 4.43627244091444 |
| 2014-07-01 | 4.51593663543515 |
| 2014-08-01 | 4.45108320591080 |
| 2014-09-01 | 4.44591682588039 |
| 2014-10-01 | 4.63418335021584 |
| 2014-11-01 | 4.76176383563655 |
| 2014-12-01 | 4.81837100393499 |
| 2015-01-01 | 4.77356506889637 |
| 2015-02-01 | 4.67237558043220 |
| 2015-03-01 | 4.82040642796905 |
| 2015-04-01 | 4.86934394157459 |
| 2015-05-01 | 4.98613311655442 |
| 2015-06-01 | 4.95331798155261 |
| 2015-07-01 | 5.03023032606209 |
| 2015-08-01 | 5.06771430910309 |
| 2015-09-01 | 5.12657089245788 |
| 2015-10-01 | 5.01291315245922 |
| 2015-11-01 | 4.85920241536511 |
| 2015-12-01 | 5.11132186538528 |
| 2016-01-01 | 5.18389848358241 |
| 2016-02-01 | 5.28897925001047 |
| 2016-03-01 | 5.73004243194835 |
| 2016-04-01 | 5.65488565371921 |
| 2016-05-01 | 5.46983772982398 |
| 2016-06-01 | 5.16712092132184 |
| 2016-07-01 | 5.32701578851368 |
| 2016-08-01 | 5.36158948422777 |
| 2016-09-01 | 5.71720419361368 |
| 2016-10-01 | 5.91262212262455 |
| 2016-11-01 | 5.96818451939639 |
| 2016-12-01 | 5.72465028004538 |
| 2017-01-01 | 5.19730270497987 |
| 2017-02-01 | 5.10138804020935 |
| 2017-03-01 | 5.12342514616505 |
| 2017-04-01 | 5.43196459382314 |
| 2017-05-01 | 5.44655666466753 |
| 2017-06-01 | 5.47215082231341 |
| 2017-07-01 | 5.52483600025773 |
| 2017-08-01 | 5.66039114476634 |
| 2017-09-01 | 5.62509118244819 |
| 2017-10-01 | 5.62431621628866 |
| 2017-11-01 | 5.46924468760818 |
| 2017-12-01 | 5.43510993879962 |
| 2018-01-01 | 5.49911246525321 |
| 2018-02-01 | 5.51604398849190 |
| 2018-03-01 | 5.62382771152407 |
| 2018-04-01 | 5.51345758026003 |
| 2018-05-01 | 5.62257538853227 |
| 2018-06-01 | 5.67382044959789 |
| 2018-07-01 | 5.70587892931789 |
| 2018-08-01 | 5.64536690179781 |
| 2018-09-01 | 5.55768308980902 |
| 2018-10-01 | 5.65027060692004 |
| 2018-11-01 | 5.67225905866928 |
| 2018-12-01 | 5.65098100116945 |
| 2019-01-01 | 5.78709390416648 |
| 2019-02-01 | 5.81402016400423 |
| 2019-03-01 | 5.70790749537223 |
| 2019-04-01 | 5.81033469899495 |
| 2019-05-01 | 5.91691577571346 |
| 2019-06-01 | 5.87207527168870 |
| 2019-07-01 | 5.88404924077005 |
| 2019-08-01 | 5.83632442121551 |
| 2019-09-01 | 5.79215529953164 |
| 2019-10-01 | 5.78147877381900 |
| 2019-11-01 | 5.86435479230700 |
| 2019-12-01 | 5.96527383620457 |
| 2020-01-01 | 5.85866220160673 |
| 2020-02-01 | 5.91432236960299 |
| 2020-03-01 | 6.00280592365010 |
| 2020-04-01 | 4.11526813593651 |
| 2020-05-01 | 5.21099513887608 |
| 2020-06-01 | 5.76596991673843 |
| 2020-07-01 | 5.76705609159635 |
| 2020-08-01 | 5.82926832868972 |
| 2020-09-01 | 5.91156134115723 |
| 2020-10-01 | 6.01388565437468 |
| 2020-11-01 | 6.07004784853265 |
| 2020-12-01 | 6.28030650087188 |
| 2021-01-01 | 6.02447124160263 |
| 2021-02-01 | 6.00510676837868 |
| 2021-03-01 | 6.08781403949168 |
| 2021-04-01 | 6.12022419052066 |
| 2021-05-01 | 6.02053592218193 |
| 2021-06-01 | 6.16422141110383 |
| 2021-07-01 | 6.26896559654726 |
| 2021-08-01 | 6.23362207715527 |
| 2021-09-01 | 6.09889215419359 |
| 2021-10-01 | 6.13082133223995 |
| 2021-11-01 | 6.17667185592268 |
| 2021-12-01 | 6.19060580735784 |
| 2022-01-01 | 6.19868878076277 |
| 2022-02-01 | 6.20424835824699 |
| 2022-03-01 | 6.18932186183986 |
| 2022-04-01 | 6.52194891288571 |
| 2022-05-01 | 6.52648549463650 |
| 2022-06-01 | 6.55372854420128 |
| 2022-07-01 | 6.57673590002395 |
| 2022-08-01 | 6.63596713694921 |
| 2022-09-01 | 6.68166184981426 |
| 2022-10-01 | 6.53277681491590 |
| 2022-11-01 | 6.59112988765813 |
| 2022-12-01 | 6.50348444950566 |
| 2023-01-01 | 6.68509752485928 |
| 2023-02-01 | 6.59732620841799 |
| 2023-03-01 | 6.58939585390776 |
| 2023-04-01 | 6.62685200553300 |
| 2023-05-01 | 6.73314570706079 |
| 2023-06-01 | 6.74352746269192 |
| 2023-07-01 | 6.48646295018700 |
| 2023-08-01 | 6.53827976932854 |
| 2023-09-01 | 6.56108412026655 |
| 2023-10-01 | 7.02833189254418 |
| 2023-11-01 | 6.90163159529078 |
| 2023-12-01 | 6.91429318642923 |
| 2024-01-01 | 6.98346331264019 |
| 2024-02-01 | 6.89211343319513 |
| 2024-03-01 | 6.99976248349575 |
| 2024-04-01 | 6.82753072238717 |
| 2024-05-01 | 6.72621675951263 |
| 2024-06-01 | 6.72814129281931 |
| 2024-07-01 | 6.79790968940433 |
| 2024-08-01 | 6.74639665153065 |
| 2024-09-01 | 6.75472725746019 |
| 2024-10-01 | 6.61749228679941 |
| 2024-11-01 | 6.60949960058532 |
| 2024-12-01 | 6.71569774603081 |
| 2025-01-01 | 6.59114097607104 |
| 2025-02-01 | 6.58517208119967 |
| 2025-03-01 | 6.60416453957554 |
| 2025-04-01 | 6.62237569357448 |
| 2025-05-01 | 6.62446785923900 |
| 2025-06-01 | 6.62474215460479 |
| 2025-07-01 | 6.50686681582737 |
| 2025-08-01 | 6.55248483455152 |
| 2025-09-01 | 6.55039900016654 |
| 2025-10-01 | 6.60910778161337 |
| 2025-11-01 | 6.61040880118526 |
| 2025-12-01 | 6.50781035417040 |
| 2026-01-01 | 6.50383641008368 |
| 2026-02-01 | 6.58602988952062 |
| 2026-03-01 | 6.50672636080473 |
| 2026-04-01 | 6.51602552283218 |