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 2024-08-01 |
| Last Updated | 2024-09-21 6:16 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 | 4.2121322444156800 |
| 1990-02-01 | 4.2666801454377300 |
| 1990-03-01 | 4.1941407671128100 |
| 1990-04-01 | 4.1442919448720700 |
| 1990-05-01 | 4.2285664667600695 |
| 1990-06-01 | 4.0316304696287295 |
| 1990-07-01 | 4.1749311178717590 |
| 1990-08-01 | 4.1989459637933395 |
| 1990-09-01 | 4.2860768328964800 |
| 1990-10-01 | 4.2486972110172400 |
| 1990-11-01 | 4.2694406100869200 |
| 1990-12-01 | 4.2335932209514100 |
| 1991-01-01 | 4.3236463201270405 |
| 1991-02-01 | 4.2752696037806900 |
| 1991-03-01 | 4.4009493942632005 |
| 1991-04-01 | 4.2376146989341890 |
| 1991-05-01 | 4.2238915669051410 |
| 1991-06-01 | 4.1282281308133400 |
| 1991-07-01 | 4.2694821366626400 |
| 1991-08-01 | 4.4934518762435800 |
| 1991-09-01 | 4.3873627333294900 |
| 1991-10-01 | 4.4436654050545705 |
| 1991-11-01 | 4.4657255356313800 |
| 1991-12-01 | 4.5314898982494600 |
| 1992-01-01 | 4.5467981651194900 |
| 1992-02-01 | 4.5936245085144500 |
| 1992-03-01 | 4.6121237311517000 |
| 1992-04-01 | 4.6237881842073200 |
| 1992-05-01 | 4.6183446654671300 |
| 1992-06-01 | 4.6159705886032100 |
| 1992-07-01 | 4.6573191224933800 |
| 1992-08-01 | 4.5868011248114000 |
| 1992-09-01 | 4.5924082111275800 |
| 1992-10-01 | 4.5355776558100600 |
| 1992-11-01 | 4.5584913143701600 |
| 1992-12-01 | 4.6244345506680995 |
| 1993-01-01 | 4.6837331692426000 |
| 1993-02-01 | 4.7233369581144410 |
| 1993-03-01 | 4.7270050707056500 |
| 1993-04-01 | 4.7076373912663890 |
| 1993-05-01 | 4.7106498322455400 |
| 1993-06-01 | 4.6924204403289105 |
| 1993-07-01 | 4.7402971074956200 |
| 1993-08-01 | 4.7816189665461000 |
| 1993-09-01 | 4.7044522518136205 |
| 1993-10-01 | 4.8267462633266900 |
| 1993-11-01 | 4.8503374660062700 |
| 1993-12-01 | 4.8124177842274000 |
| 1994-01-01 | 4.8180992184041695 |
| 1994-02-01 | 4.8567587282001390 |
| 1994-03-01 | 4.8458980890510800 |
| 1994-04-01 | 5.0004371698458200 |
| 1994-05-01 | 5.0986109863000000 |
| 1994-06-01 | 5.0611387026065810 |
| 1994-07-01 | 5.1250103863657690 |
| 1994-08-01 | 5.1801848357032400 |
| 1994-09-01 | 5.2194185920192910 |
| 1994-10-01 | 5.2156645840616510 |
| 1994-11-01 | 5.2440293878399400 |
| 1994-12-01 | 5.2956517425373795 |
| 1995-01-01 | 5.3463005982502000 |
| 1995-02-01 | 5.3845380509685710 |
| 1995-03-01 | 5.4709155116138200 |
| 1995-04-01 | 5.5017280740047200 |
| 1995-05-01 | 5.4828800349146000 |
| 1995-06-01 | 5.6197249343916700 |
| 1995-07-01 | 5.5152277944521200 |
| 1995-08-01 | 5.4885875052453400 |
| 1995-09-01 | 5.5328835324282600 |
| 1995-10-01 | 5.5164395524259600 |
| 1995-11-01 | 5.5440524497723900 |
| 1995-12-01 | 5.3745024634944200 |
| 1996-01-01 | 5.4570734564169500 |
| 1996-02-01 | 5.4932609971850600 |
| 1996-03-01 | 5.5937021593408090 |
| 1996-04-01 | 5.6060681467798600 |
| 1996-05-01 | 5.5775204326498200 |
| 1996-06-01 | 5.6788455591094900 |
| 1996-07-01 | 5.7222035548924290 |
| 1996-08-01 | 5.8104718671454200 |
| 1996-09-01 | 5.7364773086783805 |
| 1996-10-01 | 5.9136961376696595 |
| 1996-11-01 | 5.9468363097191300 |
| 1996-12-01 | 5.9410834940826610 |
| 1997-01-01 | 5.9642808542384500 |
| 1997-02-01 | 5.8978654076922000 |
| 1997-03-01 | 5.9114477949519690 |
| 1997-04-01 | 5.9095909224317800 |
| 1997-05-01 | 6.1758249965611896 |
| 1997-06-01 | 6.0483894895972600 |
| 1997-07-01 | 6.1416360657800200 |
| 1997-08-01 | 6.1276244416198600 |
| 1997-09-01 | 6.1331998545834990 |
| 1997-10-01 | 6.1171589595535190 |
| 1997-11-01 | 6.0512986953960600 |
| 1997-12-01 | 6.1071589479143800 |
| 1998-01-01 | 6.1587843073946500 |
| 1998-02-01 | 6.1922079045525500 |
| 1998-03-01 | 6.1267580530178700 |
| 1998-04-01 | 6.0208418635063600 |
| 1998-05-01 | 6.3861060233078710 |
| 1998-06-01 | 6.2382750852888000 |
| 1998-07-01 | 6.1584177993412000 |
| 1998-08-01 | 6.0323125934192000 |
| 1998-09-01 | 6.0111245438707800 |
| 1998-10-01 | 5.9138233528396205 |
| 1998-11-01 | 6.0604644216059400 |
| 1998-12-01 | 6.0832865540403890 |
| 1999-01-01 | 6.1556256612803210 |
| 1999-02-01 | 6.2956635395736390 |
| 1999-03-01 | 6.2360149086057010 |
| 1999-04-01 | 6.3346983140004100 |
| 1999-05-01 | 6.1968476485017190 |
| 1999-06-01 | 6.3445076699887410 |
| 1999-07-01 | 6.2623167227383100 |
| 1999-08-01 | 6.3138209929332900 |
| 1999-09-01 | 6.2846448273271390 |
| 1999-10-01 | 6.7173154519746400 |
| 1999-11-01 | 6.9604712204873490 |
| 1999-12-01 | 6.8816254404349600 |
| 2000-01-01 | 6.6625565107125500 |
| 2000-02-01 | 6.6020146133845500 |
| 2000-03-01 | 6.7408875440742400 |
| 2000-04-01 | 6.7434675815420200 |
| 2000-05-01 | 6.8070305540004410 |
| 2000-06-01 | 6.6541633237330400 |
| 2000-07-01 | 6.5587095637067500 |
| 2000-08-01 | 6.6875083882397100 |
| 2000-09-01 | 6.6561660835772500 |
| 2000-10-01 | 6.6112420354632590 |
| 2000-11-01 | 6.6661006617591600 |
| 2000-12-01 | 6.6921571299154400 |
| 2001-01-01 | 6.7846796413418800 |
| 2001-02-01 | 6.8252746303949000 |
| 2001-03-01 | 6.7312403008050100 |
| 2001-04-01 | 6.7387529609650400 |
| 2001-05-01 | 6.7006195591578600 |
| 2001-06-01 | 6.6681297997097400 |
| 2001-07-01 | 7.1525709422780990 |
| 2001-08-01 | 7.2535593166308100 |
| 2001-09-01 | 7.1451130757124010 |
| 2001-10-01 | 7.1166482852100600 |
| 2001-11-01 | 7.0641824971279210 |
| 2001-12-01 | 7.1162071805960590 |
| 2002-01-01 | 7.2101215007655410 |
| 2002-02-01 | 7.1317523775418900 |
| 2002-03-01 | 7.2222894526064700 |
| 2002-04-01 | 7.1292977434833490 |
| 2002-05-01 | 7.1902818454861900 |
| 2002-06-01 | 7.1760299064296290 |
| 2002-07-01 | 7.3375997074393200 |
| 2002-08-01 | 7.3330289752709900 |
| 2002-09-01 | 7.2419105900311100 |
| 2002-10-01 | 7.2306775063637400 |
| 2002-11-01 | 7.2719643668489000 |
| 2002-12-01 | 7.0452168277092300 |
| 2003-01-01 | 6.9290666345641400 |
| 2003-02-01 | 6.7251995769404300 |
| 2003-03-01 | 6.7000355078364800 |
| 2003-04-01 | 6.9124196147683390 |
| 2003-05-01 | 6.9747079464193600 |
| 2003-06-01 | 6.9859622267399910 |
| 2003-07-01 | 6.7318119972358900 |
| 2003-08-01 | 6.7248421029352405 |
| 2003-09-01 | 6.6530279838575200 |
| 2003-10-01 | 6.6555858578567500 |
| 2003-11-01 | 6.4679268197731700 |
| 2003-12-01 | 6.5766283904216100 |
| 2004-01-01 | 6.5361127712099405 |
| 2004-02-01 | 6.4990636575141000 |
| 2004-03-01 | 6.5783408703033400 |
| 2004-04-01 | 6.5910840406668605 |
| 2004-05-01 | 6.4631830023633490 |
| 2004-06-01 | 6.3899330091787990 |
| 2004-07-01 | 6.3450277576177500 |
| 2004-08-01 | 6.3345271743560100 |
| 2004-09-01 | 6.3718438721995700 |
| 2004-10-01 | 6.3731193607721900 |
| 2004-11-01 | 6.4682014133963900 |
| 2004-12-01 | 6.4906249554949900 |
| 2005-01-01 | 6.4235467800016910 |
| 2005-02-01 | 6.5789317795575700 |
| 2005-03-01 | 6.4507441931548500 |
| 2005-04-01 | 6.4692098875985300 |
| 2005-05-01 | 6.4539384323836400 |
| 2005-06-01 | 6.5101486786565900 |
| 2005-07-01 | 6.5691602572639205 |
| 2005-08-01 | 6.4456232220163200 |
| 2005-09-01 | 6.4882518012364010 |
| 2005-10-01 | 6.3840101086252500 |
| 2005-11-01 | 6.4649413073769300 |
| 2005-12-01 | 6.4054484699179600 |
| 2006-01-01 | 6.3954681118081105 |
| 2006-02-01 | 6.4523794516745810 |
| 2006-03-01 | 6.4327801243885400 |
| 2006-04-01 | 6.3507504508146910 |
| 2006-05-01 | 6.3573846923930500 |
| 2006-06-01 | 6.3365834224973705 |
| 2006-07-01 | 6.2867384325710700 |
| 2006-08-01 | 6.3630441086918500 |
| 2006-09-01 | 6.2987061336343300 |
| 2006-10-01 | 6.2826203440044495 |
| 2006-11-01 | 6.0667454333549710 |
| 2006-12-01 | 6.1131195366115900 |
| 2007-01-01 | 6.1570307996054290 |
| 2007-02-01 | 6.0379572897934800 |
| 2007-03-01 | 6.0193827532225800 |
| 2007-04-01 | 5.9341390950092900 |
| 2007-05-01 | 5.9607130146344700 |
| 2007-06-01 | 6.0749379077679800 |
| 2007-07-01 | 5.9093561694361800 |
| 2007-08-01 | 5.9816841605580300 |
| 2007-09-01 | 5.8945041762295810 |
| 2007-10-01 | 5.9663324395333600 |
| 2007-11-01 | 6.0574256881614295 |
| 2007-12-01 | 6.1256928131019100 |
| 2008-01-01 | 6.0233243769865000 |
| 2008-02-01 | 5.9357755717666400 |
| 2008-03-01 | 5.9208275406921300 |
| 2008-04-01 | 5.7170414724700910 |
| 2008-05-01 | 5.8581190364292000 |
| 2008-06-01 | 5.8040844891209400 |
| 2008-07-01 | 5.8305230064680600 |
| 2008-08-01 | 5.7033568861811510 |
| 2008-09-01 | 5.5857503244539500 |
| 2008-10-01 | 5.4517276411838610 |
| 2008-11-01 | 5.2514931925705595 |
| 2008-12-01 | 5.1267238129069200 |
| 2009-01-01 | 5.0014457000042200 |
| 2009-02-01 | 5.1436712920399800 |
| 2009-03-01 | 5.3118910994886200 |
| 2009-04-01 | 5.1008777079903895 |
| 2009-05-01 | 4.8533334029236300 |
| 2009-06-01 | 4.7254345424557400 |
| 2009-07-01 | 4.6578298847869000 |
| 2009-08-01 | 4.5255074678403900 |
| 2009-09-01 | 4.4719379047585590 |
| 2009-10-01 | 4.5459402177852500 |
| 2009-11-01 | 4.4496664503084100 |
| 2009-12-01 | 4.5274468700590800 |
| 2010-01-01 | 4.4860354267998500 |
| 2010-02-01 | 4.4312825857844900 |
| 2010-03-01 | 4.3975791143597105 |
| 2010-04-01 | 4.4986696939814410 |
| 2010-05-01 | 4.5542074596078600 |
| 2010-06-01 | 4.5341314026572200 |
| 2010-07-01 | 4.5811712153132800 |
| 2010-08-01 | 4.6502116083744200 |
| 2010-09-01 | 4.9728774056494810 |
| 2010-10-01 | 5.2427384584662400 |
| 2010-11-01 | 4.5517721023772500 |
| 2010-12-01 | 4.4175598103901300 |
| 2011-01-01 | 4.4749405095249810 |
| 2011-02-01 | 4.4006948413130200 |
| 2011-03-01 | 4.3700349067483195 |
| 2011-04-01 | 4.5188113460502200 |
| 2011-05-01 | 4.5626986199588200 |
| 2011-06-01 | 4.6346464757165800 |
| 2011-07-01 | 4.8087765807825700 |
| 2011-08-01 | 4.7724265539424290 |
| 2011-09-01 | 4.7838534790235200 |
| 2011-10-01 | 4.6351591535776390 |
| 2011-11-01 | 4.6516001600362600 |
| 2011-12-01 | 4.6019383908767310 |
| 2012-01-01 | 4.5641137153624200 |
| 2012-02-01 | 4.5624300454056210 |
| 2012-03-01 | 4.8451114885302310 |
| 2012-04-01 | 4.9492209111956390 |
| 2012-05-01 | 4.6777697192204695 |
| 2012-06-01 | 4.6370074448563500 |
| 2012-07-01 | 4.4253340182470100 |
| 2012-08-01 | 4.4863435359073700 |
| 2012-09-01 | 4.3936354482661400 |
| 2012-10-01 | 4.3285098480150900 |
| 2012-11-01 | 4.3621216654210100 |
| 2012-12-01 | 4.4814357668930995 |
| 2013-01-01 | 4.5622832638459005 |
| 2013-02-01 | 4.6347674362570705 |
| 2013-03-01 | 4.5105334337505100 |
| 2013-04-01 | 4.4638209511396510 |
| 2013-05-01 | 4.5937407228325300 |
| 2013-06-01 | 4.6473119950686200 |
| 2013-07-01 | 4.6468441390600600 |
| 2013-08-01 | 4.7052915032117200 |
| 2013-09-01 | 4.6871396952804700 |
| 2013-10-01 | 4.9147256212084700 |
| 2013-11-01 | 4.8708953334653600 |
| 2013-12-01 | 4.8635123689468390 |
| 2014-01-01 | 5.2662089160632300 |
| 2014-02-01 | 5.1218322623653090 |
| 2014-03-01 | 4.8968637714101200 |
| 2014-04-01 | 4.7582755630924300 |
| 2014-05-01 | 4.8016067532964000 |
| 2014-06-01 | 4.9685172707601800 |
| 2014-07-01 | 5.0645205526748500 |
| 2014-08-01 | 5.0179449845648800 |
| 2014-09-01 | 4.9637491843865710 |
| 2014-10-01 | 5.1911339585870410 |
| 2014-11-01 | 5.2816726724723710 |
| 2014-12-01 | 5.3599119699067690 |
| 2015-01-01 | 5.2780986529348200 |
| 2015-02-01 | 5.3250644156423900 |
| 2015-03-01 | 5.3888504877856510 |
| 2015-04-01 | 5.4422397239959700 |
| 2015-05-01 | 5.5052009672878300 |
| 2015-06-01 | 5.4867765086975595 |
| 2015-07-01 | 5.5751507618543700 |
| 2015-08-01 | 5.6297210463112500 |
| 2015-09-01 | 5.7466648447188000 |
| 2015-10-01 | 5.5659496585711400 |
| 2015-11-01 | 5.4744405238266500 |
| 2015-12-01 | 5.7608664042086600 |
| 2016-01-01 | 5.8877175166754805 |
| 2016-02-01 | 5.9443285355408300 |
| 2016-03-01 | 6.3026990824372010 |
| 2016-04-01 | 6.2274817639424000 |
| 2016-05-01 | 6.0982570747157800 |
| 2016-06-01 | 5.7990740106793800 |
| 2016-07-01 | 5.8645289164574095 |
| 2016-08-01 | 6.0265126754253300 |
| 2016-09-01 | 6.3410398089827800 |
| 2016-10-01 | 6.6623389403696800 |
| 2016-11-01 | 6.6717810856380800 |
| 2016-12-01 | 6.3740821372183890 |
| 2017-01-01 | 5.7891451810150300 |
| 2017-02-01 | 5.7587916938185700 |
| 2017-03-01 | 5.7989183352250900 |
| 2017-04-01 | 6.0121126157626910 |
| 2017-05-01 | 6.0971123213900400 |
| 2017-06-01 | 6.0977049622380100 |
| 2017-07-01 | 6.1574184120858490 |
| 2017-08-01 | 6.3282659234144200 |
| 2017-09-01 | 6.3655984024115100 |
| 2017-10-01 | 6.2646603350263800 |
| 2017-11-01 | 6.1582676870695590 |
| 2017-12-01 | 6.0792778093336395 |
| 2018-01-01 | 6.0771640663118490 |
| 2018-02-01 | 6.1625332553345990 |
| 2018-03-01 | 6.2003090489287700 |
| 2018-04-01 | 6.1129903989413500 |
| 2018-05-01 | 6.1984433326215700 |
| 2018-06-01 | 6.2898712643650990 |
| 2018-07-01 | 6.3392716917746510 |
| 2018-08-01 | 6.3158220901258300 |
| 2018-09-01 | 6.2091851355382510 |
| 2018-10-01 | 6.3833722282487400 |
| 2018-11-01 | 6.3506991859583090 |
| 2018-12-01 | 6.3885649159551905 |
| 2019-01-01 | 6.4605389168689400 |
| 2019-02-01 | 6.4460637633076505 |
| 2019-03-01 | 6.3883540678272100 |
| 2019-04-01 | 6.4206879576976705 |
| 2019-05-01 | 6.5119119101943690 |
| 2019-06-01 | 6.4741890366887910 |
| 2019-07-01 | 6.5208863482699595 |
| 2019-08-01 | 6.4044813239495810 |
| 2019-09-01 | 6.3568106333021990 |
| 2019-10-01 | 6.4074315378585600 |
| 2019-11-01 | 6.5451989152854800 |
| 2019-12-01 | 6.5955523889298100 |
| 2020-01-01 | 6.6423601861664610 |
| 2020-02-01 | 6.6307293226633000 |
| 2020-03-01 | 6.6837995110686395 |
| 2020-04-01 | 4.4263755891377600 |
| 2020-05-01 | 5.8123704081198610 |
| 2020-06-01 | 6.2563444906096900 |
| 2020-07-01 | 6.4087173242634810 |
| 2020-08-01 | 6.4895675148427810 |
| 2020-09-01 | 6.5786652103935510 |
| 2020-10-01 | 6.7440693323050310 |
| 2020-11-01 | 6.7601125319569600 |
| 2020-12-01 | 6.9125221166940705 |
| 2021-01-01 | 6.7315765507595710 |
| 2021-02-01 | 6.7109947197646900 |
| 2021-03-01 | 6.8683110819729990 |
| 2021-04-01 | 6.7188964129345800 |
| 2021-05-01 | 6.7086656087423300 |
| 2021-06-01 | 6.7393554378349805 |
| 2021-07-01 | 6.9197274360782600 |
| 2021-08-01 | 6.8863620699326100 |
| 2021-09-01 | 6.7725303859727894 |
| 2021-10-01 | 6.7635347082357695 |
| 2021-11-01 | 6.8777758393576600 |
| 2021-12-01 | 6.9324343014027410 |
| 2022-01-01 | 6.9323048319032800 |
| 2022-02-01 | 7.0043955123840100 |
| 2022-03-01 | 6.8622774645467400 |
| 2022-04-01 | 7.2098647495838290 |
| 2022-05-01 | 7.1923008398711110 |
| 2022-06-01 | 7.2253338482735000 |
| 2022-07-01 | 7.2278996032058000 |
| 2022-08-01 | 7.2773918462862300 |
| 2022-09-01 | 7.3549537039040100 |
| 2022-10-01 | 7.1789413128702110 |
| 2022-11-01 | 7.2018773886463300 |
| 2022-12-01 | 7.1561123282492600 |
| 2023-01-01 | 7.3440175556075300 |
| 2023-02-01 | 7.1977103353660890 |
| 2023-03-01 | 7.1546677719140400 |
| 2023-04-01 | 7.2012799755964700 |
| 2023-05-01 | 7.2751155377412000 |
| 2023-06-01 | 7.3119673029080200 |
| 2023-07-01 | 7.1364873973970590 |
| 2023-08-01 | 7.1728671382313705 |
| 2023-09-01 | 7.2388346094927890 |
| 2023-10-01 | 7.2845871124390490 |
| 2023-11-01 | 7.2220629577453490 |
| 2023-12-01 | 7.2750034460481800 |
| 2024-01-01 | 7.3506117992034290 |
| 2024-02-01 | 7.4961671172262600 |
| 2024-03-01 | 7.5559233210628705 |
| 2024-04-01 | 7.4972666687761800 |
| 2024-05-01 | 7.5551785201062600 |
| 2024-06-01 | 7.6007713125286200 |
| 2024-07-01 | 7.6393416380383490 |
| 2024-08-01 | 7.6741899215543700 |
