Table Data - All Employees: Private Service Providing in Kalamazoo-Portage, MI (MSA)
| 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 2024-11-01 |
| Last Updated | 2024-12-21 5:34 AM CST |
| 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 | 72.75442960371590 |
| 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 | 73.18898151434630 |
| 1993-02-01 | 73.39384407103070 |
| 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 | 78.11772021645841 |
| 1995-03-01 | 78.58765457092409 |
| 1995-04-01 | 78.19099926763150 |
| 1995-05-01 | 78.20346460880900 |
| 1995-06-01 | 78.68997647089259 |
| 1995-07-01 | 79.07477839781960 |
| 1995-08-01 | 79.14131515484990 |
| 1995-09-01 | 79.44360805034950 |
| 1995-10-01 | 78.59515704823160 |
| 1995-11-01 | 79.21438408160680 |
| 1995-12-01 | 79.51291800517950 |
| 1996-01-01 | 79.80989235765650 |
| 1996-02-01 | 79.98625751550371 |
| 1996-03-01 | 80.11249987563840 |
| 1996-04-01 | 79.63699902893670 |
| 1996-05-01 | 80.18220646316179 |
| 1996-06-01 | 80.47862905775641 |
| 1996-07-01 | 80.60423003972849 |
| 1996-08-01 | 80.96137052417029 |
| 1996-09-01 | 80.49171659717420 |
| 1996-10-01 | 81.12969505681910 |
| 1996-11-01 | 81.32349977600290 |
| 1996-12-01 | 81.43289676951600 |
| 1997-01-01 | 81.15701843025030 |
| 1997-02-01 | 81.23692352495671 |
| 1997-03-01 | 81.03201745480841 |
| 1997-04-01 | 81.36436520262820 |
| 1997-05-01 | 81.63575212064210 |
| 1997-06-01 | 81.55477189131990 |
| 1997-07-01 | 81.59084891766759 |
| 1997-08-01 | 82.30099590113760 |
| 1997-09-01 | 81.89199592606029 |
| 1997-10-01 | 80.63665281505300 |
| 1997-11-01 | 80.78726741019920 |
| 1997-12-01 | 81.27666679349600 |
| 1998-01-01 | 81.58955296282830 |
| 1998-02-01 | 81.79317242529500 |
| 1998-03-01 | 81.74259632248600 |
| 1998-04-01 | 81.76186067906000 |
| 1998-05-01 | 81.68318660108750 |
| 1998-06-01 | 81.55054838370829 |
| 1998-07-01 | 81.40785591527820 |
| 1998-08-01 | 81.14562575155651 |
| 1998-09-01 | 81.16005640714330 |
| 1998-10-01 | 81.87285313561490 |
| 1998-11-01 | 81.73605116821541 |
| 1998-12-01 | 81.97274735750770 |
| 1999-01-01 | 81.28106570481320 |
| 1999-02-01 | 81.74497463752391 |
| 1999-03-01 | 81.92924161509500 |
| 1999-04-01 | 82.76433782232000 |
| 1999-05-01 | 82.62681714227399 |
| 1999-06-01 | 82.87716770254440 |
| 1999-07-01 | 82.81343654851051 |
| 1999-08-01 | 82.98752589809220 |
| 1999-09-01 | 82.71568511512100 |
| 1999-10-01 | 84.12874154370691 |
| 1999-11-01 | 84.18472786626229 |
| 1999-12-01 | 84.47842199205459 |
| 2000-01-01 | 85.13057624706660 |
| 2000-02-01 | 85.11862490994059 |
| 2000-03-01 | 85.30731481300491 |
| 2000-04-01 | 84.77809616811010 |
| 2000-05-01 | 85.09678561846971 |
| 2000-06-01 | 85.40873165563170 |
| 2000-07-01 | 85.79036480287890 |
| 2000-08-01 | 86.08783790864690 |
| 2000-09-01 | 86.82630228277240 |
| 2000-10-01 | 86.17582488979940 |
| 2000-11-01 | 86.40138683650600 |
| 2000-12-01 | 86.61675717237520 |
| 2001-01-01 | 85.48562878948100 |
| 2001-02-01 | 85.52550425929790 |
| 2001-03-01 | 84.75380952183959 |
| 2001-04-01 | 85.64526592753750 |
| 2001-05-01 | 85.71567235160191 |
| 2001-06-01 | 85.57121830646881 |
| 2001-07-01 | 85.44657329025790 |
| 2001-08-01 | 85.46028569894530 |
| 2001-09-01 | 85.31431106574300 |
| 2001-10-01 | 85.36191069273550 |
| 2001-11-01 | 85.64753379457741 |
| 2001-12-01 | 85.61120914400130 |
| 2002-01-01 | 85.82285524159770 |
| 2002-02-01 | 86.40627984720780 |
| 2002-03-01 | 86.83666615719390 |
| 2002-04-01 | 87.20543774257770 |
| 2002-05-01 | 87.73290572877390 |
| 2002-06-01 | 87.84378169131409 |
| 2002-07-01 | 87.99552179418751 |
| 2002-08-01 | 88.27058916876720 |
| 2002-09-01 | 88.46440340112329 |
| 2002-10-01 | 88.91139423758499 |
| 2002-11-01 | 88.72259288122959 |
| 2002-12-01 | 88.75807566746971 |
| 2003-01-01 | 89.34217959635059 |
| 2003-02-01 | 88.81978238178370 |
| 2003-03-01 | 88.98686286622240 |
| 2003-04-01 | 88.99151946894900 |
| 2003-05-01 | 88.96910250145300 |
| 2003-06-01 | 89.15203298461720 |
| 2003-07-01 | 89.26519534398241 |
| 2003-08-01 | 89.56218525294359 |
| 2003-09-01 | 89.30608884749050 |
| 2003-10-01 | 89.31978878143730 |
| 2003-11-01 | 89.58107347825350 |
| 2003-12-01 | 89.82287653382950 |
| 2004-01-01 | 90.85662684926700 |
| 2004-02-01 | 90.52676636000690 |
| 2004-03-01 | 90.54332084044130 |
| 2004-04-01 | 90.90710790522041 |
| 2004-05-01 | 90.64082581781130 |
| 2004-06-01 | 90.85998159682279 |
| 2004-07-01 | 91.85023033617010 |
| 2004-08-01 | 91.19230229064720 |
| 2004-09-01 | 91.17048413154140 |
| 2004-10-01 | 90.99099248041590 |
| 2004-11-01 | 90.79300460775970 |
| 2004-12-01 | 90.92472900218951 |
| 2005-01-01 | 90.27462420722411 |
| 2005-02-01 | 91.11472816281170 |
| 2005-03-01 | 90.99984689019910 |
| 2005-04-01 | 92.59809381961979 |
| 2005-05-01 | 92.57314211240299 |
| 2005-06-01 | 91.80454222962830 |
| 2005-07-01 | 91.91241897574780 |
| 2005-08-01 | 91.80819015897530 |
| 2005-09-01 | 92.34156359736320 |
| 2005-10-01 | 92.16415825182680 |
| 2005-11-01 | 92.64268640022600 |
| 2005-12-01 | 93.08882714924230 |
| 2006-01-01 | 91.93804776424250 |
| 2006-02-01 | 92.44954520947250 |
| 2006-03-01 | 92.72687719795540 |
| 2006-04-01 | 92.32865170985510 |
| 2006-05-01 | 92.54688592856941 |
| 2006-06-01 | 92.23721146891400 |
| 2006-07-01 | 92.20287072174801 |
| 2006-08-01 | 92.28458858404508 |
| 2006-09-01 | 92.84452859823620 |
| 2006-10-01 | 92.76659397138470 |
| 2006-11-01 | 93.03088568518920 |
| 2006-12-01 | 93.35726844399230 |
| 2007-01-01 | 93.85954393391790 |
| 2007-02-01 | 94.03741854890708 |
| 2007-03-01 | 94.51023498929659 |
| 2007-04-01 | 93.97108372526209 |
| 2007-05-01 | 94.05420894687721 |
| 2007-06-01 | 94.16527758784781 |
| 2007-07-01 | 93.62743391140030 |
| 2007-08-01 | 93.78988144521620 |
| 2007-09-01 | 93.64246627002200 |
| 2007-10-01 | 93.60268937567820 |
| 2007-11-01 | 93.52824643890890 |
| 2007-12-01 | 93.69966343441949 |
| 2008-01-01 | 94.17203139289400 |
| 2008-02-01 | 93.79151983343941 |
| 2008-03-01 | 93.73004748453400 |
| 2008-04-01 | 93.41724277628570 |
| 2008-05-01 | 94.39067833824329 |
| 2008-06-01 | 93.74807948249409 |
| 2008-07-01 | 93.89783761600630 |
| 2008-08-01 | 93.80344286699359 |
| 2008-09-01 | 93.23206468178730 |
| 2008-10-01 | 93.65704257031910 |
| 2008-11-01 | 93.35856367844801 |
| 2008-12-01 | 93.10456308114450 |
| 2009-01-01 | 92.52675361021629 |
| 2009-02-01 | 92.26959556469379 |
| 2009-03-01 | 91.75688443000460 |
| 2009-04-01 | 91.69275880248300 |
| 2009-05-01 | 91.29283020545591 |
| 2009-06-01 | 91.23217560107241 |
| 2009-07-01 | 91.45688679922660 |
| 2009-08-01 | 90.86972724555430 |
| 2009-09-01 | 90.71183332190421 |
| 2009-10-01 | 90.87153977174209 |
| 2009-11-01 | 90.73870680288749 |
| 2009-12-01 | 90.54988779028830 |
| 2010-01-01 | 90.28730212719250 |
| 2010-02-01 | 90.24127712112579 |
| 2010-03-01 | 89.94890200388090 |
| 2010-04-01 | 90.22544788614121 |
| 2010-05-01 | 89.94434998287810 |
| 2010-06-01 | 90.20789569109041 |
| 2010-07-01 | 90.23376629295600 |
| 2010-08-01 | 90.24971879448749 |
| 2010-09-01 | 90.37917647013211 |
| 2010-10-01 | 90.38195432044240 |
| 2010-11-01 | 90.23621414128600 |
| 2010-12-01 | 89.99942684218200 |
| 2011-01-01 | 90.47413977397100 |
| 2011-02-01 | 90.08796345921070 |
| 2011-03-01 | 90.48492691644329 |
| 2011-04-01 | 90.11524901038700 |
| 2011-05-01 | 89.30612357194330 |
| 2011-06-01 | 90.98298844132160 |
| 2011-07-01 | 91.45903148889320 |
| 2011-08-01 | 91.28416670945629 |
| 2011-09-01 | 91.67791521304702 |
| 2011-10-01 | 91.24877141457159 |
| 2011-11-01 | 91.07155355912380 |
| 2011-12-01 | 91.05085149364271 |
| 2012-01-01 | 90.91927584123450 |
| 2012-02-01 | 91.16978118385641 |
| 2012-03-01 | 91.26843897783640 |
| 2012-04-01 | 91.60093378952709 |
| 2012-05-01 | 91.34666971545960 |
| 2012-06-01 | 90.93073283173630 |
| 2012-07-01 | 90.82808938371890 |
| 2012-08-01 | 90.88306917428909 |
| 2012-09-01 | 90.73017580698010 |
| 2012-10-01 | 90.62254015320950 |
| 2012-11-01 | 90.91473005687429 |
| 2012-12-01 | 91.28364028827541 |
| 2013-01-01 | 91.44760183515880 |
| 2013-02-01 | 91.49976598551840 |
| 2013-03-01 | 91.65973406874570 |
| 2013-04-01 | 91.44837236383991 |
| 2013-05-01 | 90.94312936801451 |
| 2013-06-01 | 91.58378947480650 |
| 2013-07-01 | 91.93193414320820 |
| 2013-08-01 | 92.35227875616980 |
| 2013-09-01 | 92.63803109709049 |
| 2013-10-01 | 92.30131145504329 |
| 2013-11-01 | 92.75914835456610 |
| 2013-12-01 | 92.68823966202010 |
| 2014-01-01 | 92.49852791258030 |
| 2014-02-01 | 92.58401035431370 |
| 2014-03-01 | 92.83652505648550 |
| 2014-04-01 | 92.80390571192050 |
| 2014-05-01 | 93.39254753374159 |
| 2014-06-01 | 93.94356915452210 |
| 2014-07-01 | 93.57210257499679 |
| 2014-08-01 | 93.47335013239109 |
| 2014-09-01 | 93.15316946572180 |
| 2014-10-01 | 93.83402230284479 |
| 2014-11-01 | 93.66332448407110 |
| 2014-12-01 | 93.88463918088360 |
| 2015-01-01 | 93.82790093660780 |
| 2015-02-01 | 94.28393394058139 |
| 2015-03-01 | 93.99918092816190 |
| 2015-04-01 | 94.46382314408459 |
| 2015-05-01 | 94.26732045196050 |
| 2015-06-01 | 94.67348123294510 |
| 2015-07-01 | 94.86819022427400 |
| 2015-08-01 | 94.72572239022030 |
| 2015-09-01 | 94.77331900720230 |
| 2015-10-01 | 95.32641399023120 |
| 2015-11-01 | 95.35611856226379 |
| 2015-12-01 | 95.48615504767531 |
| 2016-01-01 | 95.79888297885340 |
| 2016-02-01 | 96.00259495822719 |
| 2016-03-01 | 96.02475079876801 |
| 2016-04-01 | 96.95312703724530 |
| 2016-05-01 | 97.08073647442680 |
| 2016-06-01 | 95.90614569534559 |
| 2016-07-01 | 97.42986210328041 |
| 2016-08-01 | 97.56888024796970 |
| 2016-09-01 | 97.85290782526009 |
| 2016-10-01 | 97.38380480080410 |
| 2016-11-01 | 97.72978951214360 |
| 2016-12-01 | 97.19302850919410 |
| 2017-01-01 | 98.27701431060221 |
| 2017-02-01 | 98.73812080254410 |
| 2017-03-01 | 98.74743946558858 |
| 2017-04-01 | 97.94265033306641 |
| 2017-05-01 | 97.78073785476070 |
| 2017-06-01 | 97.76794467459040 |
| 2017-07-01 | 97.93233876885608 |
| 2017-08-01 | 98.10434610985581 |
| 2017-09-01 | 98.27358068443450 |
| 2017-10-01 | 98.76434355055478 |
| 2017-11-01 | 99.39455589337200 |
| 2017-12-01 | 98.98386732250660 |
| 2018-01-01 | 98.95142275554409 |
| 2018-02-01 | 99.18442834828720 |
| 2018-03-01 | 99.64115836310890 |
| 2018-04-01 | 99.63725960225310 |
| 2018-05-01 | 99.62359251291120 |
| 2018-06-01 | 100.29391065975500 |
| 2018-07-01 | 99.92101658719290 |
| 2018-08-01 | 99.99792566963090 |
| 2018-09-01 | 99.85579727175640 |
| 2018-10-01 | 100.22719617053300 |
| 2018-11-01 | 100.24661865160101 |
| 2018-12-01 | 100.15395391351000 |
| 2019-01-01 | 100.32546821860501 |
| 2019-02-01 | 99.93460604729820 |
| 2019-03-01 | 100.17276548984600 |
| 2019-04-01 | 100.00440319959000 |
| 2019-05-01 | 100.47550007208700 |
| 2019-06-01 | 100.10278420385900 |
| 2019-07-01 | 99.81300951407592 |
| 2019-08-01 | 100.08402275548599 |
| 2019-09-01 | 100.04247260673800 |
| 2019-10-01 | 99.80435192305080 |
| 2019-11-01 | 99.85528592548401 |
| 2019-12-01 | 99.93075447660429 |
| 2020-01-01 | 100.32910549728800 |
| 2020-02-01 | 100.59766212525601 |
| 2020-03-01 | 99.72649760033958 |
| 2020-04-01 | 78.92920341462509 |
| 2020-05-01 | 80.70592359876190 |
| 2020-06-01 | 85.81532579444360 |
| 2020-07-01 | 89.91978029134340 |
| 2020-08-01 | 90.43713442585421 |
| 2020-09-01 | 91.47645754748591 |
| 2020-10-01 | 92.79783539405710 |
| 2020-11-01 | 92.41516485126560 |
| 2020-12-01 | 90.41142741604800 |
| 2021-01-01 | 90.78086333710510 |
| 2021-02-01 | 92.83082285967942 |
| 2021-03-01 | 93.41205022007030 |
| 2021-04-01 | 93.33924795427410 |
| 2021-05-01 | 93.19234326756710 |
| 2021-06-01 | 93.70821702215250 |
| 2021-07-01 | 95.27167948216050 |
| 2021-08-01 | 95.10566290483541 |
| 2021-09-01 | 94.19978628257120 |
| 2021-10-01 | 96.03814093415991 |
| 2021-11-01 | 96.40493205514200 |
| 2021-12-01 | 96.81284018522369 |
| 2022-01-01 | 96.40984150843849 |
| 2022-02-01 | 97.28949864914921 |
| 2022-03-01 | 97.06721984609440 |
| 2022-04-01 | 97.86247466887670 |
| 2022-05-01 | 97.55821747882150 |
| 2022-06-01 | 98.00362710581351 |
| 2022-07-01 | 98.20984182131970 |
| 2022-08-01 | 97.64168390070992 |
| 2022-09-01 | 97.66748736747130 |
| 2022-10-01 | 97.37270158448540 |
| 2022-11-01 | 97.08611094566070 |
| 2022-12-01 | 97.40565281782791 |
| 2023-01-01 | 97.97285921926421 |
| 2023-02-01 | 97.74015679372980 |
| 2023-03-01 | 98.13882862420350 |
| 2023-04-01 | 98.30291560610270 |
| 2023-05-01 | 98.41641137810369 |
| 2023-06-01 | 98.95694546728942 |
| 2023-07-01 | 98.04756635760641 |
| 2023-08-01 | 97.99043535491741 |
| 2023-09-01 | 97.42409913453000 |
| 2023-10-01 | 97.71233821417000 |
| 2023-11-01 | 97.66221184285570 |
| 2023-12-01 | 97.71742282972070 |
| 2024-01-01 | 97.48128893739700 |
| 2024-02-01 | 97.63071871617309 |
| 2024-03-01 | 97.50778823178801 |
| 2024-04-01 | 97.07735070208972 |
| 2024-05-01 | 97.25146210071520 |
| 2024-06-01 | 97.02048728277680 |
| 2024-07-01 | 96.92214086203809 |
| 2024-08-01 | 97.00542110706628 |
| 2024-09-01 | 97.58517476628330 |
| 2024-10-01 | 97.44514839170530 |
| 2024-11-01 | 97.60835577565260 |
