Table Data - All Employees: Private Service Providing in Kalamazoo-Portage, MI (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| Title | All Employees: Private Service Providing in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | SMU26280200800000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-05-01 |
| Last Updated | 2024-06-26 5:09 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 | 68.03172534974300 |
| 1990-02-01 | 68.57266482801740 |
| 1990-03-01 | 69.00607630366571 |
| 1990-04-01 | 69.35204242838540 |
| 1990-05-01 | 69.99853830341920 |
| 1990-06-01 | 69.72435942580879 |
| 1990-07-01 | 69.77381959574350 |
| 1990-08-01 | 69.46887288079080 |
| 1990-09-01 | 70.15113081668450 |
| 1990-10-01 | 70.12002936654010 |
| 1990-11-01 | 70.19751214523579 |
| 1990-12-01 | 69.98487854667220 |
| 1991-01-01 | 70.13436671190190 |
| 1991-02-01 | 70.09034635376061 |
| 1991-03-01 | 70.33144193981150 |
| 1991-04-01 | 70.14620511697840 |
| 1991-05-01 | 70.11047207756280 |
| 1991-06-01 | 70.14454853308821 |
| 1991-07-01 | 70.11816934015070 |
| 1991-08-01 | 70.35117438454449 |
| 1991-09-01 | 70.84394272693780 |
| 1991-10-01 | 71.34286226694610 |
| 1991-11-01 | 71.18136705498550 |
| 1991-12-01 | 71.55341319225730 |
| 1992-01-01 | 71.73926181386860 |
| 1992-02-01 | 71.83052320706610 |
| 1992-03-01 | 71.75833435127920 |
| 1992-04-01 | 72.17431317150759 |
| 1992-05-01 | 72.46157188171371 |
| 1992-06-01 | 72.75442960371580 |
| 1992-07-01 | 72.50453972908340 |
| 1992-08-01 | 72.58994073471220 |
| 1992-09-01 | 72.21794850176579 |
| 1992-10-01 | 72.09042855143700 |
| 1992-11-01 | 72.18245666615009 |
| 1992-12-01 | 72.20576405217690 |
| 1993-01-01 | 73.18898151434620 |
| 1993-02-01 | 73.39384407103060 |
| 1993-03-01 | 73.80818263877809 |
| 1993-04-01 | 73.22494224299860 |
| 1993-05-01 | 73.08774207672210 |
| 1993-06-01 | 73.22389221807230 |
| 1993-07-01 | 73.55732534440070 |
| 1993-08-01 | 73.88736849287370 |
| 1993-09-01 | 74.11797132148241 |
| 1993-10-01 | 75.35928350216099 |
| 1993-11-01 | 75.29441901079109 |
| 1993-12-01 | 75.36417456621601 |
| 1994-01-01 | 75.27372897937130 |
| 1994-02-01 | 75.44991693814740 |
| 1994-03-01 | 75.63944839539450 |
| 1994-04-01 | 76.68351408654010 |
| 1994-05-01 | 76.89076587155720 |
| 1994-06-01 | 76.87476838881050 |
| 1994-07-01 | 77.83652472694690 |
| 1994-08-01 | 77.38670517029080 |
| 1994-09-01 | 77.80986784027540 |
| 1994-10-01 | 77.60297153389830 |
| 1994-11-01 | 77.80799995268359 |
| 1994-12-01 | 78.03081772450780 |
| 1995-01-01 | 78.12715529930400 |
| 1995-02-01 | 78.11772021645830 |
| 1995-03-01 | 78.58765457092400 |
| 1995-04-01 | 78.19099926763141 |
| 1995-05-01 | 78.20346460880891 |
| 1995-06-01 | 78.68997647089259 |
| 1995-07-01 | 79.07477839781970 |
| 1995-08-01 | 79.14131515485020 |
| 1995-09-01 | 79.44360805034991 |
| 1995-10-01 | 78.59515704823191 |
| 1995-11-01 | 79.21438408160700 |
| 1995-12-01 | 79.51291800517940 |
| 1996-01-01 | 79.80989235765650 |
| 1996-02-01 | 79.98625751550330 |
| 1996-03-01 | 80.11249987563780 |
| 1996-04-01 | 79.63699902893609 |
| 1996-05-01 | 80.18220646316130 |
| 1996-06-01 | 80.47862905775630 |
| 1996-07-01 | 80.60423003972900 |
| 1996-08-01 | 80.96137052417130 |
| 1996-09-01 | 80.49171659717571 |
| 1996-10-01 | 81.12969505681970 |
| 1996-11-01 | 81.32349977600320 |
| 1996-12-01 | 81.43289676951550 |
| 1997-01-01 | 81.15701843024979 |
| 1997-02-01 | 81.23692352495560 |
| 1997-03-01 | 81.03201745480730 |
| 1997-04-01 | 81.36436520262559 |
| 1997-05-01 | 81.63575212064160 |
| 1997-06-01 | 81.55477189131970 |
| 1997-07-01 | 81.59084891766820 |
| 1997-08-01 | 82.30099590113900 |
| 1997-09-01 | 81.89199592606771 |
| 1997-10-01 | 80.63665281505440 |
| 1997-11-01 | 80.78726741020080 |
| 1997-12-01 | 81.27666679349690 |
| 1998-01-01 | 81.58955296281520 |
| 1998-02-01 | 81.79317242529581 |
| 1998-03-01 | 81.74259632248520 |
| 1998-04-01 | 81.76186067905691 |
| 1998-05-01 | 81.68318660108780 |
| 1998-06-01 | 81.55054838370870 |
| 1998-07-01 | 81.40785591527930 |
| 1998-08-01 | 81.14562575155841 |
| 1998-09-01 | 81.16005640715629 |
| 1998-10-01 | 81.87285313561660 |
| 1998-11-01 | 81.73605116821780 |
| 1998-12-01 | 81.97274735750970 |
| 1999-01-01 | 81.28106570478779 |
| 1999-02-01 | 81.74497463752800 |
| 1999-03-01 | 81.92924161509660 |
| 1999-04-01 | 82.76433782231860 |
| 1999-05-01 | 82.62681714227580 |
| 1999-06-01 | 82.87716770254320 |
| 1999-07-01 | 82.81343654850650 |
| 1999-08-01 | 82.98752589808709 |
| 1999-09-01 | 82.71568511513380 |
| 1999-10-01 | 84.12874154370820 |
| 1999-11-01 | 84.18472786627560 |
| 1999-12-01 | 84.47842199207720 |
| 2000-01-01 | 85.13057624704740 |
| 2000-02-01 | 85.11862490995110 |
| 2000-03-01 | 85.30731481298879 |
| 2000-04-01 | 84.77809616807299 |
| 2000-05-01 | 85.09678561843170 |
| 2000-06-01 | 85.40873165560720 |
| 2000-07-01 | 85.79036480289450 |
| 2000-08-01 | 86.08783790870220 |
| 2000-09-01 | 86.82630228285820 |
| 2000-10-01 | 86.17582488984631 |
| 2000-11-01 | 86.40138683652609 |
| 2000-12-01 | 86.61675717236571 |
| 2001-01-01 | 85.48562878939400 |
| 2001-02-01 | 85.52550425922970 |
| 2001-03-01 | 84.75380952174390 |
| 2001-04-01 | 85.64526592745170 |
| 2001-05-01 | 85.71567235157380 |
| 2001-06-01 | 85.57121830652770 |
| 2001-07-01 | 85.44657329036970 |
| 2001-08-01 | 85.46028569921860 |
| 2001-09-01 | 85.31431106595690 |
| 2001-10-01 | 85.36191069269941 |
| 2001-11-01 | 85.64753379436170 |
| 2001-12-01 | 85.61120914372650 |
| 2002-01-01 | 85.82285524136740 |
| 2002-02-01 | 86.40627984719221 |
| 2002-03-01 | 86.83666615743479 |
| 2002-04-01 | 87.20543774354620 |
| 2002-05-01 | 87.73290572743142 |
| 2002-06-01 | 87.84378169160370 |
| 2002-07-01 | 87.99552179419159 |
| 2002-08-01 | 88.27058916884500 |
| 2002-09-01 | 88.46440340105991 |
| 2002-10-01 | 88.91139423771570 |
| 2002-11-01 | 88.72259288190200 |
| 2002-12-01 | 88.75807566805470 |
| 2003-01-01 | 89.34217959254890 |
| 2003-02-01 | 88.81978238367200 |
| 2003-03-01 | 88.98686286798340 |
| 2003-04-01 | 88.99151947133622 |
| 2003-05-01 | 88.96910249847180 |
| 2003-06-01 | 89.15203298446241 |
| 2003-07-01 | 89.26519534293530 |
| 2003-08-01 | 89.56218525205030 |
| 2003-09-01 | 89.30608884671379 |
| 2003-10-01 | 89.31978878199509 |
| 2003-11-01 | 89.58107348080720 |
| 2003-12-01 | 89.82287653610430 |
| 2004-01-01 | 90.85662684126741 |
| 2004-02-01 | 90.52676636121990 |
| 2004-03-01 | 90.54332085196930 |
| 2004-04-01 | 90.90710790535520 |
| 2004-05-01 | 90.64082581102421 |
| 2004-06-01 | 90.85998159618009 |
| 2004-07-01 | 91.85023033481620 |
| 2004-08-01 | 91.19230228875620 |
| 2004-09-01 | 91.17048412908520 |
| 2004-10-01 | 90.99099247914991 |
| 2004-11-01 | 90.79300460810529 |
| 2004-12-01 | 90.92472900027370 |
| 2005-01-01 | 90.27462422663600 |
| 2005-02-01 | 91.11472815951370 |
| 2005-03-01 | 90.99984691108259 |
| 2005-04-01 | 92.59809377708560 |
| 2005-05-01 | 92.57314211149951 |
| 2005-06-01 | 91.80454223570558 |
| 2005-07-01 | 91.91241898385060 |
| 2005-08-01 | 91.80819016876890 |
| 2005-09-01 | 92.34156358802620 |
| 2005-10-01 | 92.16415826010629 |
| 2005-11-01 | 92.64268640219440 |
| 2005-12-01 | 93.08882713843191 |
| 2006-01-01 | 91.93804779616819 |
| 2006-02-01 | 92.44954517177160 |
| 2006-03-01 | 92.72687720462031 |
| 2006-04-01 | 92.32865161562741 |
| 2006-05-01 | 92.54688593963640 |
| 2006-06-01 | 92.23721149575658 |
| 2006-07-01 | 92.20287085848390 |
| 2006-08-01 | 92.28458860848619 |
| 2006-09-01 | 92.84452857230210 |
| 2006-10-01 | 92.76659396917470 |
| 2006-11-01 | 93.03088565976570 |
| 2006-12-01 | 93.35726839057810 |
| 2007-01-01 | 93.85954394006700 |
| 2007-02-01 | 94.03741844104250 |
| 2007-03-01 | 94.51023495116829 |
| 2007-04-01 | 93.97108359417290 |
| 2007-05-01 | 94.05420902375900 |
| 2007-06-01 | 94.16527770788919 |
| 2007-07-01 | 93.62743424394990 |
| 2007-08-01 | 93.78988152116230 |
| 2007-09-01 | 93.64246622266371 |
| 2007-10-01 | 93.60268933491491 |
| 2007-11-01 | 93.52824634369240 |
| 2007-12-01 | 93.69966330364130 |
| 2008-01-01 | 94.17203130202770 |
| 2008-02-01 | 93.79151959681809 |
| 2008-03-01 | 93.73004735970340 |
| 2008-04-01 | 93.41724223036030 |
| 2008-05-01 | 94.39067880553091 |
| 2008-06-01 | 93.74807950028851 |
| 2008-07-01 | 93.89783968060850 |
| 2008-08-01 | 93.80344286444420 |
| 2008-09-01 | 93.23206351630449 |
| 2008-10-01 | 93.65704240075000 |
| 2008-11-01 | 93.35856336300890 |
| 2008-12-01 | 93.10456267246430 |
| 2009-01-01 | 92.52675328804590 |
| 2009-02-01 | 92.26959524491491 |
| 2009-03-01 | 91.75688451742269 |
| 2009-04-01 | 91.69275854476350 |
| 2009-05-01 | 91.29283163583550 |
| 2009-06-01 | 91.23217584556900 |
| 2009-07-01 | 91.45689039769610 |
| 2009-08-01 | 90.86972666028950 |
| 2009-09-01 | 90.71183029935970 |
| 2009-10-01 | 90.87153877077391 |
| 2009-11-01 | 90.73870578473550 |
| 2009-12-01 | 90.54988697613190 |
| 2010-01-01 | 90.28730180231041 |
| 2010-02-01 | 90.24127720032021 |
| 2010-03-01 | 89.94890296571800 |
| 2010-04-01 | 90.22544860314122 |
| 2010-05-01 | 89.94435495391040 |
| 2010-06-01 | 90.20789579177830 |
| 2010-07-01 | 90.23377023379508 |
| 2010-08-01 | 90.24971585366029 |
| 2010-09-01 | 90.37916979386250 |
| 2010-10-01 | 90.38195128572720 |
| 2010-11-01 | 90.23621239293159 |
| 2010-12-01 | 89.99942671785222 |
| 2011-01-01 | 90.47414090445970 |
| 2011-02-01 | 90.08796484116350 |
| 2011-03-01 | 90.48492974807829 |
| 2011-04-01 | 90.11525260803360 |
| 2011-05-01 | 89.30613354527149 |
| 2011-06-01 | 90.98298934530771 |
| 2011-07-01 | 91.45903905034050 |
| 2011-08-01 | 91.28416717035950 |
| 2011-09-01 | 91.67787066849640 |
| 2011-10-01 | 91.24877011955108 |
| 2011-11-01 | 91.07155466349190 |
| 2011-12-01 | 91.05085637444680 |
| 2012-01-01 | 90.91928379403020 |
| 2012-02-01 | 91.16978998006691 |
| 2012-03-01 | 91.26844829124520 |
| 2012-04-01 | 91.60094231164709 |
| 2012-05-01 | 91.34668612355980 |
| 2012-06-01 | 90.93073515943371 |
| 2012-07-01 | 90.82809956512720 |
| 2012-08-01 | 90.88306845315680 |
| 2012-09-01 | 90.73008365243890 |
| 2012-10-01 | 90.62252770868919 |
| 2012-11-01 | 90.91472375465770 |
| 2012-12-01 | 91.28364802533841 |
| 2013-01-01 | 91.44762526004930 |
| 2013-02-01 | 91.49980205806320 |
| 2013-03-01 | 91.65977803643640 |
| 2013-04-01 | 91.44838836463872 |
| 2013-05-01 | 90.94312329318899 |
| 2013-06-01 | 91.58379271376178 |
| 2013-07-01 | 91.93196582088021 |
| 2013-08-01 | 92.35228659803660 |
| 2013-09-01 | 92.63788564335610 |
| 2013-10-01 | 92.30126769688049 |
| 2013-11-01 | 92.75910167572630 |
| 2013-12-01 | 92.68820999135910 |
| 2014-01-01 | 92.49850703964830 |
| 2014-02-01 | 92.58418887134480 |
| 2014-03-01 | 92.83674422082580 |
| 2014-04-01 | 92.80387808976671 |
| 2014-05-01 | 93.39248653693980 |
| 2014-06-01 | 93.94355488333291 |
| 2014-07-01 | 93.57212847369959 |
| 2014-08-01 | 93.47333928761110 |
| 2014-09-01 | 93.15299862841991 |
| 2014-10-01 | 93.83396023470470 |
| 2014-11-01 | 93.66292555396092 |
| 2014-12-01 | 93.88467895762480 |
| 2015-01-01 | 93.82797946241580 |
| 2015-02-01 | 94.28440545988100 |
| 2015-03-01 | 93.99969767699200 |
| 2015-04-01 | 94.46381871078479 |
| 2015-05-01 | 94.26718503511180 |
| 2015-06-01 | 94.67335057189979 |
| 2015-07-01 | 94.86805930702450 |
| 2015-08-01 | 94.72552211350971 |
| 2015-09-01 | 94.77297037725141 |
| 2015-10-01 | 95.32623744366720 |
| 2015-11-01 | 95.35537510207220 |
| 2015-12-01 | 95.48639307780110 |
| 2016-01-01 | 95.79929940547359 |
| 2016-02-01 | 96.00363599602119 |
| 2016-03-01 | 96.02577773059309 |
| 2016-04-01 | 96.95324241227930 |
| 2016-05-01 | 97.08048069802089 |
| 2016-06-01 | 95.90568932377230 |
| 2016-07-01 | 97.42927693507980 |
| 2016-08-01 | 97.56820152589970 |
| 2016-09-01 | 97.85216953792330 |
| 2016-10-01 | 97.38329317266640 |
| 2016-11-01 | 97.72860653772591 |
| 2016-12-01 | 97.19352931651599 |
| 2017-01-01 | 98.27806955721779 |
| 2017-02-01 | 98.74031607765801 |
| 2017-03-01 | 98.75019670710371 |
| 2017-04-01 | 97.94403038151091 |
| 2017-05-01 | 97.77767708411850 |
| 2017-06-01 | 97.76774103786501 |
| 2017-07-01 | 97.93050514125820 |
| 2017-08-01 | 98.10288965681590 |
| 2017-09-01 | 98.27250049003409 |
| 2017-10-01 | 98.76327249975121 |
| 2017-11-01 | 99.39356704318280 |
| 2017-12-01 | 98.98478781825220 |
| 2018-01-01 | 98.95329025822910 |
| 2018-02-01 | 99.18792771530441 |
| 2018-03-01 | 99.64575839353160 |
| 2018-04-01 | 99.64006931511959 |
| 2018-05-01 | 99.61831656392130 |
| 2018-06-01 | 100.29424399355801 |
| 2018-07-01 | 99.91517671726500 |
| 2018-08-01 | 99.99564772629940 |
| 2018-09-01 | 99.85577763800508 |
| 2018-10-01 | 100.22508171116300 |
| 2018-11-01 | 100.24545247777400 |
| 2018-12-01 | 100.15540040782000 |
| 2019-01-01 | 100.32741102646500 |
| 2019-02-01 | 99.94059953306879 |
| 2019-03-01 | 100.18061630860001 |
| 2019-04-01 | 100.00988032682400 |
| 2019-05-01 | 100.46838126477700 |
| 2019-06-01 | 100.10307592574800 |
| 2019-07-01 | 99.80182568075430 |
| 2019-08-01 | 100.07928096161100 |
| 2019-09-01 | 100.04207299172899 |
| 2019-10-01 | 99.80044249836979 |
| 2019-11-01 | 99.85425749565380 |
| 2019-12-01 | 99.93341994035342 |
| 2020-01-01 | 100.33256081836201 |
| 2020-02-01 | 100.60796962589300 |
| 2020-03-01 | 99.73882644708580 |
| 2020-04-01 | 78.93792970885950 |
| 2020-05-01 | 80.69966498918020 |
| 2020-06-01 | 85.81230820567640 |
| 2020-07-01 | 89.90106564908709 |
| 2020-08-01 | 90.42718755154530 |
| 2020-09-01 | 91.47427016471100 |
| 2020-10-01 | 92.79156152115160 |
| 2020-11-01 | 92.41396219480309 |
| 2020-12-01 | 90.41533299522649 |
| 2021-01-01 | 90.78623501793860 |
| 2021-02-01 | 92.84733230238899 |
| 2021-03-01 | 93.43337461272280 |
| 2021-04-01 | 93.36113782411470 |
| 2021-05-01 | 93.19910104769501 |
| 2021-06-01 | 93.69218094120849 |
| 2021-07-01 | 95.22531790815201 |
| 2021-08-01 | 95.06479335067051 |
| 2021-09-01 | 94.22093459672310 |
| 2021-10-01 | 96.03001298173510 |
| 2021-11-01 | 96.40746045394279 |
| 2021-12-01 | 96.82239902397230 |
| 2022-01-01 | 96.42181706277750 |
| 2022-02-01 | 97.31340838208620 |
| 2022-03-01 | 97.09681322095501 |
| 2022-04-01 | 97.89446173995621 |
| 2022-05-01 | 97.57205092038441 |
| 2022-06-01 | 97.97794064341590 |
| 2022-07-01 | 98.13445501208870 |
| 2022-08-01 | 97.56731870738630 |
| 2022-09-01 | 97.71165340725870 |
| 2022-10-01 | 97.36080930116209 |
| 2022-11-01 | 97.09278370240071 |
| 2022-12-01 | 97.42190731147690 |
| 2023-01-01 | 97.99152996655570 |
| 2023-02-01 | 97.77168875201441 |
| 2023-03-01 | 98.17714395913549 |
| 2023-04-01 | 98.34625645512650 |
| 2023-05-01 | 98.43807340366828 |
| 2023-06-01 | 98.92750893758860 |
| 2023-07-01 | 97.94507093640199 |
| 2023-08-01 | 97.87482526665809 |
| 2023-09-01 | 97.49480879809141 |
| 2023-10-01 | 97.69381685221340 |
| 2023-11-01 | 97.66982518517450 |
| 2023-12-01 | 97.74233336740559 |
| 2024-01-01 | 97.50984040581690 |
| 2024-02-01 | 97.67028879582220 |
| 2024-03-01 | 97.55294753964560 |
| 2024-04-01 | 97.12575607870300 |
| 2024-05-01 | 97.36994808084180 |
