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 2026-09-01 |
| Last Updated | 2026-10-20 9:46 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 | 3.7125008633 |
| 1990-02-01 | 3.7399745395 |
| 1990-03-01 | 3.6418700986 |
| 1990-04-01 | 3.5839002158 |
| 1990-05-01 | 3.6582410295 |
| 1990-06-01 | 3.5314811241 |
| 1990-07-01 | 3.5623200383 |
| 1990-08-01 | 3.5828871185 |
| 1990-09-01 | 3.6759774555 |
| 1990-10-01 | 3.7083004246 |
| 1990-11-01 | 3.6992962136 |
| 1990-12-01 | 3.6917975204 |
| 1991-01-01 | 3.8245809696 |
| 1991-02-01 | 3.7487596278 |
| 1991-03-01 | 3.8452180487 |
| 1991-04-01 | 3.7815159147 |
| 1991-05-01 | 3.7554956036 |
| 1991-06-01 | 3.6236154393 |
| 1991-07-01 | 3.7603811827 |
| 1991-08-01 | 3.9746792574 |
| 1991-09-01 | 3.8763127605 |
| 1991-10-01 | 3.9036048903 |
| 1991-11-01 | 3.9989670601 |
| 1991-12-01 | 3.9895146673 |
| 1992-01-01 | 4.0443326203 |
| 1992-02-01 | 4.0683075942 |
| 1992-03-01 | 4.0506569597 |
| 1992-04-01 | 4.0778613212 |
| 1992-05-01 | 4.0538163897 |
| 1992-06-01 | 4.0982913649 |
| 1992-07-01 | 4.1536958540 |
| 1992-08-01 | 4.0662907558 |
| 1992-09-01 | 4.0801104463 |
| 1992-10-01 | 3.9989691688 |
| 1992-11-01 | 3.9989361505 |
| 1992-12-01 | 4.0810138598 |
| 1993-01-01 | 4.0727739315 |
| 1993-02-01 | 4.0925008136 |
| 1993-03-01 | 4.1622032776 |
| 1993-04-01 | 4.1738404969 |
| 1993-05-01 | 4.1509252565 |
| 1993-06-01 | 4.1604243384 |
| 1993-07-01 | 4.2465271445 |
| 1993-08-01 | 4.2637588184 |
| 1993-09-01 | 4.1855553097 |
| 1993-10-01 | 4.2963162147 |
| 1993-11-01 | 4.2993692935 |
| 1993-12-01 | 4.2642745132 |
| 1994-01-01 | 4.1961400436 |
| 1994-02-01 | 4.3202514379 |
| 1994-03-01 | 4.1771188306 |
| 1994-04-01 | 4.3776650921 |
| 1994-05-01 | 4.4399805143 |
| 1994-06-01 | 4.4179796647 |
| 1994-07-01 | 4.4425363110 |
| 1994-08-01 | 4.5736661555 |
| 1994-09-01 | 4.5974004311 |
| 1994-10-01 | 4.5871847279 |
| 1994-11-01 | 4.5980765733 |
| 1994-12-01 | 4.6422380209 |
| 1995-01-01 | 4.7102826353 |
| 1995-02-01 | 4.7341509522 |
| 1995-03-01 | 4.8063058267 |
| 1995-04-01 | 4.7871511911 |
| 1995-05-01 | 4.8169925724 |
| 1995-06-01 | 4.8807661320 |
| 1995-07-01 | 4.8497815184 |
| 1995-08-01 | 4.7942639921 |
| 1995-09-01 | 4.8069082971 |
| 1995-10-01 | 4.7798370765 |
| 1995-11-01 | 4.8991611019 |
| 1995-12-01 | 4.6215727916 |
| 1996-01-01 | 4.7047000436 |
| 1996-02-01 | 4.7306765949 |
| 1996-03-01 | 4.8359170138 |
| 1996-04-01 | 4.8938871370 |
| 1996-05-01 | 4.8003289696 |
| 1996-06-01 | 4.9609549244 |
| 1996-07-01 | 4.9645008351 |
| 1996-08-01 | 5.0239757011 |
| 1996-09-01 | 4.9187959148 |
| 1996-10-01 | 5.0636068278 |
| 1996-11-01 | 5.1970088516 |
| 1996-12-01 | 5.1920702474 |
| 1997-01-01 | 5.1929275240 |
| 1997-02-01 | 5.1216847500 |
| 1997-03-01 | 5.1671169133 |
| 1997-04-01 | 5.0945858484 |
| 1997-05-01 | 5.2954902648 |
| 1997-06-01 | 5.2566801254 |
| 1997-07-01 | 5.2776511413 |
| 1997-08-01 | 5.2494567630 |
| 1997-09-01 | 5.3250176940 |
| 1997-10-01 | 5.3549216727 |
| 1997-11-01 | 5.2937877625 |
| 1997-12-01 | 5.3614725087 |
| 1998-01-01 | 5.3731165578 |
| 1998-02-01 | 5.4061047007 |
| 1998-03-01 | 5.2920412894 |
| 1998-04-01 | 5.2009299407 |
| 1998-05-01 | 5.5119891308 |
| 1998-06-01 | 5.4708370869 |
| 1998-07-01 | 5.3791529477 |
| 1998-08-01 | 5.3535855960 |
| 1998-09-01 | 5.3189378927 |
| 1998-10-01 | 5.0445185593 |
| 1998-11-01 | 5.2990264204 |
| 1998-12-01 | 5.2384537511 |
| 1999-01-01 | 5.3558518396 |
| 1999-02-01 | 5.5011266027 |
| 1999-03-01 | 5.4118637812 |
| 1999-04-01 | 5.5091757455 |
| 1999-05-01 | 5.3384977819 |
| 1999-06-01 | 5.5820699256 |
| 1999-07-01 | 5.3677924561 |
| 1999-08-01 | 5.4311299279 |
| 1999-09-01 | 5.5072693842 |
| 1999-10-01 | 5.7499136297 |
| 1999-11-01 | 6.0056318763 |
| 1999-12-01 | 5.9345421092 |
| 2000-01-01 | 5.7482657208 |
| 2000-02-01 | 5.7023815942 |
| 2000-03-01 | 5.8216104435 |
| 2000-04-01 | 5.8115080237 |
| 2000-05-01 | 5.8696486784 |
| 2000-06-01 | 5.7837090024 |
| 2000-07-01 | 5.5513019363 |
| 2000-08-01 | 5.6942211069 |
| 2000-09-01 | 5.7923779239 |
| 2000-10-01 | 5.7587779295 |
| 2000-11-01 | 5.8192995865 |
| 2000-12-01 | 5.8427574055 |
| 2001-01-01 | 5.8581233150 |
| 2001-02-01 | 5.9232146917 |
| 2001-03-01 | 5.8116489548 |
| 2001-04-01 | 5.8022866291 |
| 2001-05-01 | 5.7862799118 |
| 2001-06-01 | 5.7737419025 |
| 2001-07-01 | 6.1366868235 |
| 2001-08-01 | 6.2622622648 |
| 2001-09-01 | 6.2800079118 |
| 2001-10-01 | 6.1826373699 |
| 2001-11-01 | 6.1243414453 |
| 2001-12-01 | 6.1622136993 |
| 2002-01-01 | 6.2829179983 |
| 2002-02-01 | 6.1318590935 |
| 2002-03-01 | 6.1960996367 |
| 2002-04-01 | 5.9911351671 |
| 2002-05-01 | 6.0895088700 |
| 2002-06-01 | 6.1616531654 |
| 2002-07-01 | 6.2259339100 |
| 2002-08-01 | 6.1380186200 |
| 2002-09-01 | 5.9641924575 |
| 2002-10-01 | 6.0104029857 |
| 2002-11-01 | 6.0331760106 |
| 2002-12-01 | 5.9918415042 |
| 2003-01-01 | 5.9109617281 |
| 2003-02-01 | 5.7333634490 |
| 2003-03-01 | 5.7686530799 |
| 2003-04-01 | 5.9757748499 |
| 2003-05-01 | 6.0756451426 |
| 2003-06-01 | 6.0551103611 |
| 2003-07-01 | 5.8262979695 |
| 2003-08-01 | 5.8283017093 |
| 2003-09-01 | 5.7600409702 |
| 2003-10-01 | 5.7341670268 |
| 2003-11-01 | 5.6293699571 |
| 2003-12-01 | 5.6242285404 |
| 2004-01-01 | 5.6367643560 |
| 2004-02-01 | 5.6214636812 |
| 2004-03-01 | 5.7469552214 |
| 2004-04-01 | 5.6532895516 |
| 2004-05-01 | 5.5560444751 |
| 2004-06-01 | 5.4583423679 |
| 2004-07-01 | 5.4414041439 |
| 2004-08-01 | 5.4274126330 |
| 2004-09-01 | 5.5638101100 |
| 2004-10-01 | 5.5447964131 |
| 2004-11-01 | 5.6205318665 |
| 2004-12-01 | 5.6479185502 |
| 2005-01-01 | 5.5506486655 |
| 2005-02-01 | 5.7131545744 |
| 2005-03-01 | 5.6231961752 |
| 2005-04-01 | 5.6375082475 |
| 2005-05-01 | 5.6339183631 |
| 2005-06-01 | 5.6768253148 |
| 2005-07-01 | 5.7622670942 |
| 2005-08-01 | 5.6329254793 |
| 2005-09-01 | 5.6652968397 |
| 2005-10-01 | 5.5443655509 |
| 2005-11-01 | 5.6051615847 |
| 2005-12-01 | 5.5650821220 |
| 2006-01-01 | 5.5551013842 |
| 2006-02-01 | 5.6002861907 |
| 2006-03-01 | 5.6162324604 |
| 2006-04-01 | 5.5299342259 |
| 2006-05-01 | 5.5228818194 |
| 2006-06-01 | 5.4962881426 |
| 2006-07-01 | 5.4787888247 |
| 2006-08-01 | 5.5340947894 |
| 2006-09-01 | 5.4611304695 |
| 2006-10-01 | 5.5349302457 |
| 2006-11-01 | 5.2975149246 |
| 2006-12-01 | 5.3816739152 |
| 2007-01-01 | 5.4464567991 |
| 2007-02-01 | 5.2963619463 |
| 2007-03-01 | 5.3125330889 |
| 2007-04-01 | 5.3243588135 |
| 2007-05-01 | 5.3159269237 |
| 2007-06-01 | 5.3208775256 |
| 2007-07-01 | 5.2958385023 |
| 2007-08-01 | 5.3334900118 |
| 2007-09-01 | 5.2564336476 |
| 2007-10-01 | 5.3111679327 |
| 2007-11-01 | 5.3883898523 |
| 2007-12-01 | 5.3971303402 |
| 2008-01-01 | 5.3367900748 |
| 2008-02-01 | 5.3028256420 |
| 2008-03-01 | 5.2196397278 |
| 2008-04-01 | 5.1161572461 |
| 2008-05-01 | 5.2045732502 |
| 2008-06-01 | 5.1394881280 |
| 2008-07-01 | 5.1130858286 |
| 2008-08-01 | 5.0340107403 |
| 2008-09-01 | 4.9512134537 |
| 2008-10-01 | 4.7895451599 |
| 2008-11-01 | 4.6832638678 |
| 2008-12-01 | 4.5108777425 |
| 2009-01-01 | 4.4315780691 |
| 2009-02-01 | 4.5081471822 |
| 2009-03-01 | 4.6139436369 |
| 2009-04-01 | 4.5080982189 |
| 2009-05-01 | 4.2925388489 |
| 2009-06-01 | 4.2578134659 |
| 2009-07-01 | 4.1350507226 |
| 2009-08-01 | 4.0419503944 |
| 2009-09-01 | 4.0412521170 |
| 2009-10-01 | 4.0776378566 |
| 2009-11-01 | 3.9829333397 |
| 2009-12-01 | 4.0190443849 |
| 2010-01-01 | 4.0244965584 |
| 2010-02-01 | 3.9957780197 |
| 2010-03-01 | 4.0000545427 |
| 2010-04-01 | 4.1110381459 |
| 2010-05-01 | 4.0917609889 |
| 2010-06-01 | 4.0709400193 |
| 2010-07-01 | 4.1504774129 |
| 2010-08-01 | 4.0567098873 |
| 2010-09-01 | 4.3439601196 |
| 2010-10-01 | 4.4723896775 |
| 2010-11-01 | 4.0827789492 |
| 2010-12-01 | 4.0172019629 |
| 2011-01-01 | 4.0120446595 |
| 2011-02-01 | 3.9633512781 |
| 2011-03-01 | 3.9782521490 |
| 2011-04-01 | 4.0268926091 |
| 2011-05-01 | 4.1056440043 |
| 2011-06-01 | 4.0823265855 |
| 2011-07-01 | 4.3652503438 |
| 2011-08-01 | 4.2790054972 |
| 2011-09-01 | 4.2587784524 |
| 2011-10-01 | 4.1661025556 |
| 2011-11-01 | 4.1746373112 |
| 2011-12-01 | 4.0997301997 |
| 2012-01-01 | 4.0890842220 |
| 2012-02-01 | 4.0314530289 |
| 2012-03-01 | 4.2587924348 |
| 2012-04-01 | 4.3532903277 |
| 2012-05-01 | 4.2272120694 |
| 2012-06-01 | 4.1979928197 |
| 2012-07-01 | 3.9747403715 |
| 2012-08-01 | 3.9993549328 |
| 2012-09-01 | 3.9735820208 |
| 2012-10-01 | 3.8629553169 |
| 2012-11-01 | 3.8639976297 |
| 2012-12-01 | 3.9750960546 |
| 2013-01-01 | 4.0727581735 |
| 2013-02-01 | 4.0986709557 |
| 2013-03-01 | 4.0340069390 |
| 2013-04-01 | 3.9726546561 |
| 2013-05-01 | 4.0558628791 |
| 2013-06-01 | 4.1158453095 |
| 2013-07-01 | 4.1946761791 |
| 2013-08-01 | 4.2269417454 |
| 2013-09-01 | 4.1697273157 |
| 2013-10-01 | 4.3571808493 |
| 2013-11-01 | 4.3534277707 |
| 2013-12-01 | 4.3437146463 |
| 2014-01-01 | 4.6598045346 |
| 2014-02-01 | 4.4810367798 |
| 2014-03-01 | 4.3172932335 |
| 2014-04-01 | 4.2837176912 |
| 2014-05-01 | 4.2812164954 |
| 2014-06-01 | 4.4405916968 |
| 2014-07-01 | 4.5142182479 |
| 2014-08-01 | 4.4434022980 |
| 2014-09-01 | 4.4516953729 |
| 2014-10-01 | 4.6394014162 |
| 2014-11-01 | 4.7522110070 |
| 2014-12-01 | 4.8280320787 |
| 2015-01-01 | 4.7608256613 |
| 2015-02-01 | 4.6745582658 |
| 2015-03-01 | 4.8025392440 |
| 2015-04-01 | 4.8807604522 |
| 2015-05-01 | 4.9970864767 |
| 2015-06-01 | 4.9608778647 |
| 2015-07-01 | 5.0284002599 |
| 2015-08-01 | 5.0564086591 |
| 2015-09-01 | 5.1351376972 |
| 2015-10-01 | 5.0204403652 |
| 2015-11-01 | 4.8494623793 |
| 2015-12-01 | 5.1223339727 |
| 2016-01-01 | 5.1653338130 |
| 2016-02-01 | 5.2905042904 |
| 2016-03-01 | 5.6980130965 |
| 2016-04-01 | 5.6735304076 |
| 2016-05-01 | 5.4866054758 |
| 2016-06-01 | 5.1777734684 |
| 2016-07-01 | 5.3268793181 |
| 2016-08-01 | 5.3508350466 |
| 2016-09-01 | 5.7257361016 |
| 2016-10-01 | 5.9199344468 |
| 2016-11-01 | 5.9583516806 |
| 2016-12-01 | 5.7336723044 |
| 2017-01-01 | 5.1796643109 |
| 2017-02-01 | 5.1038799572 |
| 2017-03-01 | 5.0808564760 |
| 2017-04-01 | 5.4520340936 |
| 2017-05-01 | 5.4657717376 |
| 2017-06-01 | 5.4849949713 |
| 2017-07-01 | 5.5263729070 |
| 2017-08-01 | 5.6506227926 |
| 2017-09-01 | 5.6339082591 |
| 2017-10-01 | 5.6315619884 |
| 2017-11-01 | 5.4627272973 |
| 2017-12-01 | 5.4418587066 |
| 2018-01-01 | 5.4823391681 |
| 2018-02-01 | 5.5180784350 |
| 2018-03-01 | 5.5727438167 |
| 2018-04-01 | 5.5344579249 |
| 2018-05-01 | 5.6447659426 |
| 2018-06-01 | 5.6858630827 |
| 2018-07-01 | 5.7091955507 |
| 2018-08-01 | 5.6394732219 |
| 2018-09-01 | 5.5633071344 |
| 2018-10-01 | 5.6545878034 |
| 2018-11-01 | 5.6689943192 |
| 2018-12-01 | 5.6538713821 |
| 2019-01-01 | 5.7768559516 |
| 2019-02-01 | 5.8167787931 |
| 2019-03-01 | 5.6637996282 |
| 2019-04-01 | 5.8231022320 |
| 2019-05-01 | 5.9356863574 |
| 2019-06-01 | 5.8803752427 |
| 2019-07-01 | 5.8879533435 |
| 2019-08-01 | 5.8339819697 |
| 2019-09-01 | 5.7955187350 |
| 2019-10-01 | 5.7833103248 |
| 2019-11-01 | 5.8644590722 |
| 2019-12-01 | 5.9650534708 |
| 2020-01-01 | 5.8563188498 |
| 2020-02-01 | 5.9182323207 |
| 2020-03-01 | 5.9686463542 |
| 2020-04-01 | 4.1204640106 |
| 2020-05-01 | 5.2269923039 |
| 2020-06-01 | 5.7676476973 |
| 2020-07-01 | 5.7678397095 |
| 2020-08-01 | 5.8306405337 |
| 2020-09-01 | 5.9129640868 |
| 2020-10-01 | 6.0142945346 |
| 2020-11-01 | 6.0703483863 |
| 2020-12-01 | 6.2777115784 |
| 2021-01-01 | 6.0305006533 |
| 2021-02-01 | 6.0116161844 |
| 2021-03-01 | 6.0709025136 |
| 2021-04-01 | 6.1165777210 |
| 2021-05-01 | 6.0302429787 |
| 2021-06-01 | 6.1595635044 |
| 2021-07-01 | 6.2642563098 |
| 2021-08-01 | 6.2344129601 |
| 2021-09-01 | 6.1014020635 |
| 2021-10-01 | 6.1330906679 |
| 2021-11-01 | 6.1781486367 |
| 2021-12-01 | 6.1867681435 |
| 2022-01-01 | 6.2074038428 |
| 2022-02-01 | 6.2119156301 |
| 2022-03-01 | 6.1851095483 |
| 2022-04-01 | 6.5175034536 |
| 2022-05-01 | 6.5341769596 |
| 2022-06-01 | 6.5438616883 |
| 2022-07-01 | 6.5613226554 |
| 2022-08-01 | 6.6359888452 |
| 2022-09-01 | 6.6844812358 |
| 2022-10-01 | 6.5366962024 |
| 2022-11-01 | 6.5935517476 |
| 2022-12-01 | 6.5000798795 |
| 2023-01-01 | 6.6952240453 |
| 2023-02-01 | 6.6066414710 |
| 2023-03-01 | 6.6000680017 |
| 2023-04-01 | 6.6258266455 |
| 2023-05-01 | 6.7340520145 |
| 2023-06-01 | 6.7240134083 |
| 2023-07-01 | 6.4602816681 |
| 2023-08-01 | 6.5361645382 |
| 2023-09-01 | 6.5672749096 |
| 2023-10-01 | 7.0358304833 |
| 2023-11-01 | 6.9070479074 |
| 2023-12-01 | 6.9122725176 |
| 2024-01-01 | 6.9954209774 |
| 2024-02-01 | 6.9030843048 |
| 2024-03-01 | 7.0146654798 |
| 2024-04-01 | 6.8335628956 |
| 2024-05-01 | 6.7234124439 |
| 2024-06-01 | 6.7004675948 |
| 2024-07-01 | 6.7596721365 |
| 2024-08-01 | 6.7415531604 |
| 2024-09-01 | 6.7649175870 |
| 2024-10-01 | 6.6290325122 |
| 2024-11-01 | 6.6177030019 |
| 2024-12-01 | 6.7171005329 |
| 2025-01-01 | 6.6034261008 |
| 2025-02-01 | 6.5974582325 |
| 2025-03-01 | 6.6209293731 |
| 2025-04-01 | 6.6355005724 |
| 2025-05-01 | 6.6172645789 |
| 2025-06-01 | 6.5894265547 |
| 2025-07-01 | 6.4617333584 |
| 2025-08-01 | 6.5428455608 |
| 2025-09-01 | 6.5646923687 |
| 2025-10-01 | 6.6245310185 |
| 2025-11-01 | 6.6221757364 |
| 2025-12-01 | 6.5123575029 |
| 2026-01-01 | 6.5165153279 |
| 2026-02-01 | 6.5986035078 |
| 2026-03-01 | 6.5222177378 |
| 2026-04-01 | 6.5325328928 |
| 2026-05-01 | 6.6139180100 |
| 2026-06-01 | 6.6828796068 |
| 2026-07-01 | 6.7614036723 |
| 2026-08-01 | 6.6424776335 |
| 2026-09-01 | 6.5726003703 |