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 2026-06-01 |
| Last Updated | 2026-07-22 9:43 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. 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 | 3.71452173062465 |
| 1990-02-01 | 3.73893145281968 |
| 1990-03-01 | 3.64587213885417 |
| 1990-04-01 | 3.58314707144709 |
| 1990-05-01 | 3.65744324520630 |
| 1990-06-01 | 3.53090974851335 |
| 1990-07-01 | 3.56280597096556 |
| 1990-08-01 | 3.58224571342190 |
| 1990-09-01 | 3.67516514258670 |
| 1990-10-01 | 3.70795375598496 |
| 1990-11-01 | 3.69891966198125 |
| 1990-12-01 | 3.69131125645606 |
| 1991-01-01 | 3.82561022688567 |
| 1991-02-01 | 3.74800287922333 |
| 1991-03-01 | 3.84885054498452 |
| 1991-04-01 | 3.78090900201817 |
| 1991-05-01 | 3.75480597650896 |
| 1991-06-01 | 3.62311166990061 |
| 1991-07-01 | 3.76087413394648 |
| 1991-08-01 | 3.97421796941895 |
| 1991-09-01 | 3.87559921151712 |
| 1991-10-01 | 3.90344839075111 |
| 1991-11-01 | 3.99878528011251 |
| 1991-12-01 | 3.98922662994990 |
| 1992-01-01 | 4.04415560165373 |
| 1992-02-01 | 4.06779001747303 |
| 1992-03-01 | 4.05379791140446 |
| 1992-04-01 | 4.07735318897938 |
| 1992-05-01 | 4.05327304678130 |
| 1992-06-01 | 4.09791429610380 |
| 1992-07-01 | 4.15431651903311 |
| 1992-08-01 | 4.06613478399124 |
| 1992-09-01 | 4.07960566009246 |
| 1992-10-01 | 3.99908104029545 |
| 1992-11-01 | 3.99894707517470 |
| 1992-12-01 | 4.08101519517255 |
| 1993-01-01 | 4.07107970810379 |
| 1993-02-01 | 4.09237783222643 |
| 1993-03-01 | 4.16426824919453 |
| 1993-04-01 | 4.17365838943160 |
| 1993-05-01 | 4.15070850781843 |
| 1993-06-01 | 4.16022053926052 |
| 1993-07-01 | 4.24712593254917 |
| 1993-08-01 | 4.26347146671893 |
| 1993-09-01 | 4.18669199650411 |
| 1993-10-01 | 4.29611923432997 |
| 1993-11-01 | 4.29904893039758 |
| 1993-12-01 | 4.26417428371508 |
| 1994-01-01 | 4.19377146758765 |
| 1994-02-01 | 4.32031530120857 |
| 1994-03-01 | 4.17823138349161 |
| 1994-04-01 | 4.37759622201652 |
| 1994-05-01 | 4.44099308191957 |
| 1994-06-01 | 4.41755349656835 |
| 1994-07-01 | 4.44251091392452 |
| 1994-08-01 | 4.57297969932601 |
| 1994-09-01 | 4.60006844320283 |
| 1994-10-01 | 4.58680466660909 |
| 1994-11-01 | 4.59761125035029 |
| 1994-12-01 | 4.64226919054318 |
| 1995-01-01 | 4.70758890058430 |
| 1995-02-01 | 4.73424696243154 |
| 1995-03-01 | 4.80586167144938 |
| 1995-04-01 | 4.78714836797469 |
| 1995-05-01 | 4.82223797777225 |
| 1995-06-01 | 4.87864554518123 |
| 1995-07-01 | 4.84791740799743 |
| 1995-08-01 | 4.79245420023683 |
| 1995-09-01 | 4.81095876158308 |
| 1995-10-01 | 4.77898409646030 |
| 1995-11-01 | 4.89841721017873 |
| 1995-12-01 | 4.62178103106595 |
| 1996-01-01 | 4.70347494993662 |
| 1996-02-01 | 4.73075398786188 |
| 1996-03-01 | 4.83606347088757 |
| 1996-04-01 | 4.89579898078123 |
| 1996-05-01 | 4.81288901074948 |
| 1996-06-01 | 4.94237778110348 |
| 1996-07-01 | 4.96418025496754 |
| 1996-08-01 | 5.02367080687070 |
| 1996-09-01 | 4.92398103549375 |
| 1996-10-01 | 5.06309892425618 |
| 1996-11-01 | 5.19692647207340 |
| 1996-12-01 | 5.19425941097618 |
| 1997-01-01 | 5.19299289981951 |
| 1997-02-01 | 5.12153288500567 |
| 1997-03-01 | 5.16749514857552 |
| 1997-04-01 | 5.09754734548425 |
| 1997-05-01 | 5.31267395917923 |
| 1997-06-01 | 5.21980323777223 |
| 1997-07-01 | 5.28526248199660 |
| 1997-08-01 | 5.24919036917818 |
| 1997-09-01 | 5.33046085124316 |
| 1997-10-01 | 5.35443586514201 |
| 1997-11-01 | 5.29447403962346 |
| 1997-12-01 | 5.36579196479256 |
| 1998-01-01 | 5.37483046357266 |
| 1998-02-01 | 5.40637095792798 |
| 1998-03-01 | 5.29382909351014 |
| 1998-04-01 | 5.20576498914930 |
| 1998-05-01 | 5.52957874408150 |
| 1998-06-01 | 5.41264152254232 |
| 1998-07-01 | 5.39745918268110 |
| 1998-08-01 | 5.35556024624848 |
| 1998-09-01 | 5.32413385965608 |
| 1998-10-01 | 5.04524952882156 |
| 1998-11-01 | 5.30130694695922 |
| 1998-12-01 | 5.24505022542870 |
| 1999-01-01 | 5.35771298372800 |
| 1999-02-01 | 5.50131935800445 |
| 1999-03-01 | 5.41328723116839 |
| 1999-04-01 | 5.51308467594435 |
| 1999-05-01 | 5.35121635976484 |
| 1999-06-01 | 5.51644288938180 |
| 1999-07-01 | 5.39841110903243 |
| 1999-08-01 | 5.43242811315439 |
| 1999-09-01 | 5.51059398901861 |
| 1999-10-01 | 5.75115294365453 |
| 1999-11-01 | 6.00873664866495 |
| 1999-12-01 | 5.94171422826020 |
| 2000-01-01 | 5.75067844657976 |
| 2000-02-01 | 5.70262393133035 |
| 2000-03-01 | 5.82333525027412 |
| 2000-04-01 | 5.81626075851138 |
| 2000-05-01 | 5.87559074609982 |
| 2000-06-01 | 5.71303258846142 |
| 2000-07-01 | 5.59022104288984 |
| 2000-08-01 | 5.69760965219534 |
| 2000-09-01 | 5.79517604101592 |
| 2000-10-01 | 5.76091940799844 |
| 2000-11-01 | 5.82289876670908 |
| 2000-12-01 | 5.84963007320099 |
| 2001-01-01 | 5.85969247929538 |
| 2001-02-01 | 5.92239951124222 |
| 2001-03-01 | 5.81239465237757 |
| 2001-04-01 | 5.80469834706753 |
| 2001-05-01 | 5.78314378101859 |
| 2001-06-01 | 5.71711077840250 |
| 2001-07-01 | 6.17905934095905 |
| 2001-08-01 | 6.26393572172347 |
| 2001-09-01 | 6.28172644415185 |
| 2001-10-01 | 6.18437002051548 |
| 2001-11-01 | 6.12719800485609 |
| 2001-12-01 | 6.16695891363634 |
| 2002-01-01 | 6.28369864772912 |
| 2002-02-01 | 6.13058928153808 |
| 2002-03-01 | 6.19672651725931 |
| 2002-04-01 | 5.99280866120493 |
| 2002-05-01 | 6.08080923758029 |
| 2002-06-01 | 6.12177758225812 |
| 2002-07-01 | 6.26195420403514 |
| 2002-08-01 | 6.13997594206367 |
| 2002-09-01 | 5.96596916190801 |
| 2002-10-01 | 6.01213606942146 |
| 2002-11-01 | 6.03523362038951 |
| 2002-12-01 | 5.99420604380676 |
| 2003-01-01 | 5.91036972544920 |
| 2003-02-01 | 5.73132324236614 |
| 2003-03-01 | 5.76841716646599 |
| 2003-04-01 | 5.97516045505842 |
| 2003-05-01 | 6.06615055892204 |
| 2003-06-01 | 6.03629108619306 |
| 2003-07-01 | 5.85271044171593 |
| 2003-08-01 | 5.82817725070873 |
| 2003-09-01 | 5.76051337782184 |
| 2003-10-01 | 5.73502655916093 |
| 2003-11-01 | 5.63028120598137 |
| 2003-12-01 | 5.62458239832559 |
| 2004-01-01 | 5.63611440698166 |
| 2004-02-01 | 5.61957532436020 |
| 2004-03-01 | 5.74709482051718 |
| 2004-04-01 | 5.65360767518885 |
| 2004-05-01 | 5.55024370158611 |
| 2004-06-01 | 5.44709756124632 |
| 2004-07-01 | 5.45686521796287 |
| 2004-08-01 | 5.42822626561652 |
| 2004-09-01 | 5.56452559967187 |
| 2004-10-01 | 5.54528443659712 |
| 2004-11-01 | 5.62088662189499 |
| 2004-12-01 | 5.64777863777135 |
| 2005-01-01 | 5.54980263424616 |
| 2005-02-01 | 5.71147075662249 |
| 2005-03-01 | 5.62370943519816 |
| 2005-04-01 | 5.63730677748836 |
| 2005-05-01 | 5.63075502860524 |
| 2005-06-01 | 5.67236732982381 |
| 2005-07-01 | 5.77088512399240 |
| 2005-08-01 | 5.63258963217215 |
| 2005-09-01 | 5.66504165875887 |
| 2005-10-01 | 5.54396901371484 |
| 2005-11-01 | 5.60479448406587 |
| 2005-12-01 | 5.56607352326744 |
| 2006-01-01 | 5.55579654131346 |
| 2006-02-01 | 5.59916736199259 |
| 2006-03-01 | 5.61675577678095 |
| 2006-04-01 | 5.52972265241362 |
| 2006-05-01 | 5.52129190586543 |
| 2006-06-01 | 5.49404150989993 |
| 2006-07-01 | 5.48188128379048 |
| 2006-08-01 | 5.53368301726075 |
| 2006-09-01 | 5.46066549265409 |
| 2006-10-01 | 5.53425649893746 |
| 2006-11-01 | 5.29688893289814 |
| 2006-12-01 | 5.38407717129908 |
| 2007-01-01 | 5.44880467383209 |
| 2007-02-01 | 5.29563491172515 |
| 2007-03-01 | 5.31270564092804 |
| 2007-04-01 | 5.32341690237484 |
| 2007-05-01 | 5.31496135288059 |
| 2007-06-01 | 5.31974057039539 |
| 2007-07-01 | 5.29675082422351 |
| 2007-08-01 | 5.33214096838756 |
| 2007-09-01 | 5.25477062023262 |
| 2007-10-01 | 5.31095937693510 |
| 2007-11-01 | 5.38777691138636 |
| 2007-12-01 | 5.40115527005439 |
| 2008-01-01 | 5.34110123435549 |
| 2008-02-01 | 5.30215824658177 |
| 2008-03-01 | 5.21896076044203 |
| 2008-04-01 | 5.11486757186384 |
| 2008-05-01 | 5.20358762456340 |
| 2008-06-01 | 5.13819843348603 |
| 2008-07-01 | 5.11252466479804 |
| 2008-08-01 | 5.03243905346495 |
| 2008-09-01 | 4.94894014733443 |
| 2008-10-01 | 4.79039439059037 |
| 2008-11-01 | 4.68319384991252 |
| 2008-12-01 | 4.51535159665245 |
| 2009-01-01 | 4.43628329670967 |
| 2009-02-01 | 4.50774844928604 |
| 2009-03-01 | 4.61323985935627 |
| 2009-04-01 | 4.50647760369610 |
| 2009-05-01 | 4.29144060242630 |
| 2009-06-01 | 4.25643990782277 |
| 2009-07-01 | 4.13329741335157 |
| 2009-08-01 | 4.04037236052565 |
| 2009-09-01 | 4.03853923587275 |
| 2009-10-01 | 4.07957859374399 |
| 2009-11-01 | 3.98327637923645 |
| 2009-12-01 | 4.02374796297269 |
| 2010-01-01 | 4.02899783174519 |
| 2010-02-01 | 3.99551754223386 |
| 2010-03-01 | 3.99928527847962 |
| 2010-04-01 | 4.10885164752190 |
| 2010-05-01 | 4.09058964603380 |
| 2010-06-01 | 4.06956847956557 |
| 2010-07-01 | 4.14890390283378 |
| 2010-08-01 | 4.05539897543566 |
| 2010-09-01 | 4.34159287000358 |
| 2010-10-01 | 4.47475163602620 |
| 2010-11-01 | 4.08345400309059 |
| 2010-12-01 | 4.02056617921546 |
| 2011-01-01 | 4.01546775961590 |
| 2011-02-01 | 3.96343291932577 |
| 2011-03-01 | 3.97752797777832 |
| 2011-04-01 | 4.02476583395321 |
| 2011-05-01 | 4.10468147192245 |
| 2011-06-01 | 4.08131448838768 |
| 2011-07-01 | 4.36423252579583 |
| 2011-08-01 | 4.27815982868746 |
| 2011-09-01 | 4.25686653640118 |
| 2011-10-01 | 4.16889961830634 |
| 2011-11-01 | 4.17573157002592 |
| 2011-12-01 | 4.09985974220868 |
| 2012-01-01 | 4.09190496201248 |
| 2012-02-01 | 4.03188309383761 |
| 2012-03-01 | 4.25818807176631 |
| 2012-04-01 | 4.35150648321992 |
| 2012-05-01 | 4.22651028659934 |
| 2012-06-01 | 4.19736044480867 |
| 2012-07-01 | 3.97426878446181 |
| 2012-08-01 | 3.99904048533352 |
| 2012-09-01 | 3.97248565873564 |
| 2012-10-01 | 3.86493256975991 |
| 2012-11-01 | 3.86799013095732 |
| 2012-12-01 | 3.97150397071054 |
| 2013-01-01 | 4.07408491242535 |
| 2013-02-01 | 4.09739610990946 |
| 2013-03-01 | 4.03578975648215 |
| 2013-04-01 | 3.97193686947483 |
| 2013-05-01 | 4.05416881099748 |
| 2013-06-01 | 4.11420247674647 |
| 2013-07-01 | 4.19561444035874 |
| 2013-08-01 | 4.23063828478883 |
| 2013-09-01 | 4.16622829630471 |
| 2013-10-01 | 4.35548832004953 |
| 2013-11-01 | 4.35979286834871 |
| 2013-12-01 | 4.33601780299988 |
| 2014-01-01 | 4.66634896632328 |
| 2014-02-01 | 4.47871108670436 |
| 2014-03-01 | 4.32719459192913 |
| 2014-04-01 | 4.27782285638161 |
| 2014-05-01 | 4.27525201692670 |
| 2014-06-01 | 4.43649981505908 |
| 2014-07-01 | 4.51612459579412 |
| 2014-08-01 | 4.45124779634266 |
| 2014-09-01 | 4.44607596839872 |
| 2014-10-01 | 4.63426425863532 |
| 2014-11-01 | 4.76101436579133 |
| 2014-12-01 | 4.81846111958502 |
| 2015-01-01 | 4.77299716543610 |
| 2015-02-01 | 4.67170584673682 |
| 2015-03-01 | 4.82094617416082 |
| 2015-04-01 | 4.86965007105163 |
| 2015-05-01 | 4.98636772877323 |
| 2015-06-01 | 4.95360075330180 |
| 2015-07-01 | 5.03045157075042 |
| 2015-08-01 | 5.06787521864708 |
| 2015-09-01 | 5.12672490269091 |
| 2015-10-01 | 5.01296889335722 |
| 2015-11-01 | 4.85835078263735 |
| 2015-12-01 | 5.11146665979895 |
| 2016-01-01 | 5.18317969976372 |
| 2016-02-01 | 5.28828818691058 |
| 2016-03-01 | 5.73069812381132 |
| 2016-04-01 | 5.65521092323760 |
| 2016-05-01 | 5.47014852010938 |
| 2016-06-01 | 5.16746748629152 |
| 2016-07-01 | 5.32727395318479 |
| 2016-08-01 | 5.36175019431767 |
| 2016-09-01 | 5.71733017008990 |
| 2016-10-01 | 5.91261639863401 |
| 2016-11-01 | 5.96722752659190 |
| 2016-12-01 | 5.72465207046319 |
| 2017-01-01 | 5.19642744675413 |
| 2017-02-01 | 5.10054846528080 |
| 2017-03-01 | 5.12440246987581 |
| 2017-04-01 | 5.43266570859663 |
| 2017-05-01 | 5.44713741726307 |
| 2017-06-01 | 5.47238988431421 |
| 2017-07-01 | 5.52498505382047 |
| 2017-08-01 | 5.66041544673948 |
| 2017-09-01 | 5.62505833419102 |
| 2017-10-01 | 5.62415452694497 |
| 2017-11-01 | 5.46833044450065 |
| 2017-12-01 | 5.43500101566165 |
| 2018-01-01 | 5.49815584799635 |
| 2018-02-01 | 5.51518033363095 |
| 2018-03-01 | 5.62495107218427 |
| 2018-04-01 | 5.51431157438186 |
| 2018-05-01 | 5.62430284040342 |
| 2018-06-01 | 5.67362009297240 |
| 2018-07-01 | 5.70577342688091 |
| 2018-08-01 | 5.64502614873221 |
| 2018-09-01 | 5.55726547674091 |
| 2018-10-01 | 5.64990990845756 |
| 2018-11-01 | 5.67151309531423 |
| 2018-12-01 | 5.65081157951958 |
| 2019-01-01 | 5.78635127888620 |
| 2019-02-01 | 5.81330461570919 |
| 2019-03-01 | 5.70911625295094 |
| 2019-04-01 | 5.81152016667128 |
| 2019-05-01 | 5.91976802520595 |
| 2019-06-01 | 5.87126302960916 |
| 2019-07-01 | 5.88340822491524 |
| 2019-08-01 | 5.83531032182394 |
| 2019-09-01 | 5.79141063818613 |
| 2019-10-01 | 5.78071675238637 |
| 2019-11-01 | 5.86357301730246 |
| 2019-12-01 | 5.96485929679679 |
| 2020-01-01 | 5.85988067522874 |
| 2020-02-01 | 5.91383985718934 |
| 2020-03-01 | 6.00388961092310 |
| 2020-04-01 | 4.11681445611275 |
| 2020-05-01 | 5.21584656333109 |
| 2020-06-01 | 5.76315478117403 |
| 2020-07-01 | 5.76410968459784 |
| 2020-08-01 | 5.82798979388785 |
| 2020-09-01 | 5.91043331031681 |
| 2020-10-01 | 6.01340773792414 |
| 2020-11-01 | 6.06948906358267 |
| 2020-12-01 | 6.27996862344081 |
| 2021-01-01 | 6.02787893037526 |
| 2021-02-01 | 6.00496903877441 |
| 2021-03-01 | 6.08986612600849 |
| 2021-04-01 | 6.12212624423894 |
| 2021-05-01 | 6.02629262420514 |
| 2021-06-01 | 6.15903167763285 |
| 2021-07-01 | 6.26312877861052 |
| 2021-08-01 | 6.23169554859425 |
| 2021-09-01 | 6.09726271004979 |
| 2021-10-01 | 6.13066536597846 |
| 2021-11-01 | 6.17656896223293 |
| 2021-12-01 | 6.19063996072505 |
| 2022-01-01 | 6.20500472411708 |
| 2022-02-01 | 6.20538091676641 |
| 2022-03-01 | 6.19282691032784 |
| 2022-04-01 | 6.52394620069975 |
| 2022-05-01 | 6.53267006930459 |
| 2022-06-01 | 6.54580944209764 |
| 2022-07-01 | 6.56691483960841 |
| 2022-08-01 | 6.63313633563271 |
| 2022-09-01 | 6.67910747017800 |
| 2022-10-01 | 6.53287739244537 |
| 2022-11-01 | 6.59153409019989 |
| 2022-12-01 | 6.50423743060664 |
| 2023-01-01 | 6.69329288102191 |
| 2023-02-01 | 6.60118622993194 |
| 2023-03-01 | 6.59697013513591 |
| 2023-04-01 | 6.63310840433595 |
| 2023-05-01 | 6.73664981272806 |
| 2023-06-01 | 6.72851773867234 |
| 2023-07-01 | 6.47186380771702 |
| 2023-08-01 | 6.53402200639019 |
| 2023-09-01 | 6.55871254804389 |
| 2023-10-01 | 7.02926766920353 |
| 2023-11-01 | 6.90313729759490 |
| 2023-12-01 | 6.91598083796202 |
| 2024-01-01 | 6.99361647929505 |
| 2024-02-01 | 6.89876847038990 |
| 2024-03-01 | 7.01082456008500 |
| 2024-04-01 | 6.83863977776211 |
| 2024-05-01 | 6.72727277351216 |
| 2024-06-01 | 6.70618025560603 |
| 2024-07-01 | 6.77767077787333 |
| 2024-08-01 | 6.74114870136706 |
| 2024-09-01 | 6.75264219402683 |
| 2024-10-01 | 6.61968498030866 |
| 2024-11-01 | 6.61220112107053 |
| 2024-12-01 | 6.71843692971394 |
| 2025-01-01 | 6.60107734957629 |
| 2025-02-01 | 6.59419886721282 |
| 2025-03-01 | 6.61922016325104 |
| 2025-04-01 | 6.63914218423083 |
| 2025-05-01 | 6.62299252359086 |
| 2025-06-01 | 6.59619809365001 |
| 2025-07-01 | 6.48235123014953 |
| 2025-08-01 | 6.54599916967023 |
| 2025-09-01 | 6.54894151741109 |
| 2025-10-01 | 6.61246595594611 |
| 2025-11-01 | 6.61455026191492 |
| 2025-12-01 | 6.51191089995379 |
| 2026-01-01 | 6.51373205702106 |
| 2026-02-01 | 6.59701008933944 |
| 2026-03-01 | 6.52374803611198 |
| 2026-04-01 | 6.53583871941690 |
| 2026-05-01 | 6.61997684795084 |
| 2026-06-01 | 6.69037723189328 |