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 2024-09-01 |
| Last Updated | 2024-10-23 5:05 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 | 71.18136705498542 |
| 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 | 73.39384407103070 |
| 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 | 73.88736849287379 |
| 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 | 78.58765457092409 |
| 1995-04-01 | 78.19099926763150 |
| 1995-05-01 | 78.20346460880900 |
| 1995-06-01 | 78.68997647089259 |
| 1995-07-01 | 79.07477839781960 |
| 1995-08-01 | 79.14131515484999 |
| 1995-09-01 | 79.44360805034960 |
| 1995-10-01 | 78.59515704823171 |
| 1995-11-01 | 79.21438408160680 |
| 1995-12-01 | 79.51291800517950 |
| 1996-01-01 | 79.80989235765650 |
| 1996-02-01 | 79.98625751550360 |
| 1996-03-01 | 80.11249987563829 |
| 1996-04-01 | 79.63699902893660 |
| 1996-05-01 | 80.18220646316170 |
| 1996-06-01 | 80.47862905775641 |
| 1996-07-01 | 80.60423003972849 |
| 1996-08-01 | 80.96137052417040 |
| 1996-09-01 | 80.49171659717440 |
| 1996-10-01 | 81.12969505681920 |
| 1996-11-01 | 81.32349977600300 |
| 1996-12-01 | 81.43289676951590 |
| 1997-01-01 | 81.15701843025030 |
| 1997-02-01 | 81.23692352495660 |
| 1997-03-01 | 81.03201745480830 |
| 1997-04-01 | 81.36436520262780 |
| 1997-05-01 | 81.63575212064201 |
| 1997-06-01 | 81.55477189131990 |
| 1997-07-01 | 81.59084891766759 |
| 1997-08-01 | 82.30099590113780 |
| 1997-09-01 | 81.89199592606130 |
| 1997-10-01 | 80.63665281505321 |
| 1997-11-01 | 80.78726741019940 |
| 1997-12-01 | 81.27666679349609 |
| 1998-01-01 | 81.58955296282660 |
| 1998-02-01 | 81.79317242529510 |
| 1998-03-01 | 81.74259632248591 |
| 1998-04-01 | 81.76186067905960 |
| 1998-05-01 | 81.68318660108758 |
| 1998-06-01 | 81.55054838370842 |
| 1998-07-01 | 81.40785591527830 |
| 1998-08-01 | 81.14562575155671 |
| 1998-09-01 | 81.16005640714490 |
| 1998-10-01 | 81.87285313561509 |
| 1998-11-01 | 81.73605116821571 |
| 1998-12-01 | 81.97274735750810 |
| 1999-01-01 | 81.28106570481000 |
| 1999-02-01 | 81.74497463752459 |
| 1999-03-01 | 81.92924161509531 |
| 1999-04-01 | 82.76433782231990 |
| 1999-05-01 | 82.62681714227440 |
| 1999-06-01 | 82.87716770254420 |
| 1999-07-01 | 82.81343654850970 |
| 1999-08-01 | 82.98752589809091 |
| 1999-09-01 | 82.71568511512159 |
| 1999-10-01 | 84.12874154370580 |
| 1999-11-01 | 84.18472786626290 |
| 1999-12-01 | 84.47842199205719 |
| 2000-01-01 | 85.13057624706540 |
| 2000-02-01 | 85.11862490994630 |
| 2000-03-01 | 85.30731481301031 |
| 2000-04-01 | 84.77809616811359 |
| 2000-05-01 | 85.09678561847049 |
| 2000-06-01 | 85.40873165562770 |
| 2000-07-01 | 85.79036480286700 |
| 2000-08-01 | 86.08783790862910 |
| 2000-09-01 | 86.82630228275750 |
| 2000-10-01 | 86.17582488979020 |
| 2000-11-01 | 86.40138683651242 |
| 2000-12-01 | 86.61675717239740 |
| 2001-01-01 | 85.48562878950959 |
| 2001-02-01 | 85.52550425933100 |
| 2001-03-01 | 84.75380952186241 |
| 2001-04-01 | 85.64526592754320 |
| 2001-05-01 | 85.71567235158909 |
| 2001-06-01 | 85.57121830644050 |
| 2001-07-01 | 85.44657329019680 |
| 2001-08-01 | 85.46028569888591 |
| 2001-09-01 | 85.31431106569650 |
| 2001-10-01 | 85.36191069271610 |
| 2001-11-01 | 85.64753379460780 |
| 2001-12-01 | 85.61120914407809 |
| 2002-01-01 | 85.82285524170830 |
| 2002-02-01 | 86.40627984730230 |
| 2002-03-01 | 86.83666615726591 |
| 2002-04-01 | 87.20543774270399 |
| 2002-05-01 | 87.73290572850290 |
| 2002-06-01 | 87.84378169129091 |
| 2002-07-01 | 87.99552179406722 |
| 2002-08-01 | 88.27058916860940 |
| 2002-09-01 | 88.46440340097521 |
| 2002-10-01 | 88.91139423746279 |
| 2002-11-01 | 88.72259288117800 |
| 2002-12-01 | 88.75807566740141 |
| 2003-01-01 | 89.34217959755242 |
| 2003-02-01 | 88.81978238183500 |
| 2003-03-01 | 88.98686286627321 |
| 2003-04-01 | 88.99151946915501 |
| 2003-05-01 | 88.96910250087271 |
| 2003-06-01 | 89.15203298448549 |
| 2003-07-01 | 89.26519534363940 |
| 2003-08-01 | 89.56218525251080 |
| 2003-09-01 | 89.30608884710970 |
| 2003-10-01 | 89.31978878118429 |
| 2003-11-01 | 89.58107347824030 |
| 2003-12-01 | 89.82287653388330 |
| 2004-01-01 | 90.85662685185801 |
| 2004-02-01 | 90.52676636023180 |
| 2004-03-01 | 90.54332083973030 |
| 2004-04-01 | 90.90710790564190 |
| 2004-05-01 | 90.64082581708419 |
| 2004-06-01 | 90.85998159676399 |
| 2004-07-01 | 91.85023033572550 |
| 2004-08-01 | 91.19230228992340 |
| 2004-09-01 | 91.17048413076050 |
| 2004-10-01 | 90.99099247958520 |
| 2004-11-01 | 90.79300460725050 |
| 2004-12-01 | 90.92472900184900 |
| 2005-01-01 | 90.27462421291310 |
| 2005-02-01 | 91.11472816260441 |
| 2005-03-01 | 90.99984688879490 |
| 2005-04-01 | 92.59809382332450 |
| 2005-05-01 | 92.57314210587491 |
| 2005-06-01 | 91.80454223267608 |
| 2005-07-01 | 91.91241897873710 |
| 2005-08-01 | 91.80819016114930 |
| 2005-09-01 | 92.34156358696609 |
| 2005-10-01 | 92.16415825007022 |
| 2005-11-01 | 92.64268639699990 |
| 2005-12-01 | 93.08882714607559 |
| 2006-01-01 | 91.93804777107250 |
| 2006-02-01 | 92.44954521098270 |
| 2006-03-01 | 92.72687720214078 |
| 2006-04-01 | 92.32865172497341 |
| 2006-05-01 | 92.54688592238420 |
| 2006-06-01 | 92.23721147552010 |
| 2006-07-01 | 92.20287074043840 |
| 2006-08-01 | 92.28458857637692 |
| 2006-09-01 | 92.84452856281780 |
| 2006-10-01 | 92.76659395330290 |
| 2006-11-01 | 93.03088566746159 |
| 2006-12-01 | 93.35726843277030 |
| 2007-01-01 | 93.85954394626249 |
| 2007-02-01 | 94.03741856533310 |
| 2007-03-01 | 94.51023502074360 |
| 2007-04-01 | 93.97108377455260 |
| 2007-05-01 | 94.05420895870371 |
| 2007-06-01 | 94.16527760214720 |
| 2007-07-01 | 93.62743393422309 |
| 2007-08-01 | 93.78988140445970 |
| 2007-09-01 | 93.64246618355860 |
| 2007-10-01 | 93.60268931760130 |
| 2007-11-01 | 93.52824639243090 |
| 2007-12-01 | 93.69966341228572 |
| 2008-01-01 | 94.17203141036150 |
| 2008-02-01 | 93.79151986631192 |
| 2008-03-01 | 93.73004755179329 |
| 2008-04-01 | 93.41724299885000 |
| 2008-05-01 | 94.39067834543540 |
| 2008-06-01 | 93.74807956573130 |
| 2008-07-01 | 93.89783760328449 |
| 2008-08-01 | 93.80344290908319 |
| 2008-09-01 | 93.23206407989070 |
| 2008-10-01 | 93.65704256246599 |
| 2008-11-01 | 93.35856365302479 |
| 2008-12-01 | 93.10456306967372 |
| 2009-01-01 | 92.52675363893971 |
| 2009-02-01 | 92.26959562310790 |
| 2009-03-01 | 91.75688456006330 |
| 2009-04-01 | 91.69275949802271 |
| 2009-05-01 | 91.29283023790970 |
| 2009-06-01 | 91.23217573672230 |
| 2009-07-01 | 91.45688664873560 |
| 2009-08-01 | 90.86972722950680 |
| 2009-09-01 | 90.71183203834490 |
| 2009-10-01 | 90.87153967593109 |
| 2009-11-01 | 90.73870673855680 |
| 2009-12-01 | 90.54988783378370 |
| 2010-01-01 | 90.28730230632851 |
| 2010-02-01 | 90.24127742061691 |
| 2010-03-01 | 89.94890247409859 |
| 2010-04-01 | 90.22544931895610 |
| 2010-05-01 | 89.94434980125140 |
| 2010-06-01 | 90.20789578063341 |
| 2010-07-01 | 90.23376565025440 |
| 2010-08-01 | 90.24971822833479 |
| 2010-09-01 | 90.37917410319120 |
| 2010-10-01 | 90.38195410576830 |
| 2010-11-01 | 90.23621451367191 |
| 2010-12-01 | 89.99942779725750 |
| 2011-01-01 | 90.47414095212650 |
| 2011-02-01 | 90.08796437617909 |
| 2011-03-01 | 90.48492765584110 |
| 2011-04-01 | 90.11525067879249 |
| 2011-05-01 | 89.30612270581970 |
| 2011-06-01 | 90.98298670649290 |
| 2011-07-01 | 91.45903088960400 |
| 2011-08-01 | 91.28416674223450 |
| 2011-09-01 | 91.67790558480141 |
| 2011-10-01 | 91.24877328961340 |
| 2011-11-01 | 91.07155698001610 |
| 2011-12-01 | 91.05085609977530 |
| 2012-01-01 | 90.91928038064850 |
| 2012-02-01 | 91.16978416294220 |
| 2012-03-01 | 91.26843980963899 |
| 2012-04-01 | 91.60093361710990 |
| 2012-05-01 | 91.34666512356510 |
| 2012-06-01 | 90.93072576462721 |
| 2012-07-01 | 90.82808593228490 |
| 2012-08-01 | 90.88306825289791 |
| 2012-09-01 | 90.73015878578519 |
| 2012-10-01 | 90.62254582521990 |
| 2012-11-01 | 90.91474022281690 |
| 2012-12-01 | 91.28365349821560 |
| 2013-01-01 | 91.44761589397850 |
| 2013-02-01 | 91.49977883848200 |
| 2013-03-01 | 91.65974460948040 |
| 2013-04-01 | 91.44834695294990 |
| 2013-05-01 | 90.94310618634220 |
| 2013-06-01 | 91.58377310895300 |
| 2013-07-01 | 91.93193244771310 |
| 2013-08-01 | 92.35227979112360 |
| 2013-09-01 | 92.63800967499560 |
| 2013-10-01 | 92.30132274293370 |
| 2013-11-01 | 92.75916553550110 |
| 2013-12-01 | 92.68827704820080 |
| 2014-01-01 | 92.49854762677981 |
| 2014-02-01 | 92.58403866276270 |
| 2014-03-01 | 92.83655068773109 |
| 2014-04-01 | 92.80385022669029 |
| 2014-05-01 | 93.39249840924750 |
| 2014-06-01 | 93.94353284383630 |
| 2014-07-01 | 93.57208634065350 |
| 2014-08-01 | 93.47333135418890 |
| 2014-09-01 | 93.15312855220590 |
| 2014-10-01 | 93.83401998196850 |
| 2014-11-01 | 93.66346165414171 |
| 2014-12-01 | 93.88471162887942 |
| 2015-01-01 | 93.82794381950029 |
| 2015-02-01 | 94.28398775812809 |
| 2015-03-01 | 93.99921258213341 |
| 2015-04-01 | 94.46370488511471 |
| 2015-05-01 | 94.26719850913870 |
| 2015-06-01 | 94.67337577103491 |
| 2015-07-01 | 94.86812002639420 |
| 2015-08-01 | 94.72566697318899 |
| 2015-09-01 | 94.77327254095509 |
| 2015-10-01 | 95.32644247920608 |
| 2015-11-01 | 95.35645326596490 |
| 2015-12-01 | 95.48635569239960 |
| 2016-01-01 | 95.79902437258270 |
| 2016-02-01 | 96.00269370334070 |
| 2016-03-01 | 96.02472882670920 |
| 2016-04-01 | 96.95285297210600 |
| 2016-05-01 | 97.08041505058621 |
| 2016-06-01 | 95.90586054676541 |
| 2016-07-01 | 97.42968033001101 |
| 2016-08-01 | 97.56880094036491 |
| 2016-09-01 | 97.85292340954710 |
| 2016-10-01 | 97.38393247296200 |
| 2016-11-01 | 97.73041933818910 |
| 2016-12-01 | 97.19346923781570 |
| 2017-01-01 | 98.27739953210550 |
| 2017-02-01 | 98.73847642024799 |
| 2017-03-01 | 98.74746461795030 |
| 2017-04-01 | 97.94234690979380 |
| 2017-05-01 | 97.77861568565979 |
| 2017-06-01 | 97.76768003839370 |
| 2017-07-01 | 97.93227882032600 |
| 2017-08-01 | 98.10445102254890 |
| 2017-09-01 | 98.27383806084980 |
| 2017-10-01 | 98.76483074079040 |
| 2017-11-01 | 99.39550794980270 |
| 2017-12-01 | 98.98459471292830 |
| 2018-01-01 | 98.95216156915960 |
| 2018-02-01 | 99.18501453070591 |
| 2018-03-01 | 99.64127331824770 |
| 2018-04-01 | 99.63703754876890 |
| 2018-05-01 | 99.61842123200458 |
| 2018-06-01 | 100.29369611335899 |
| 2018-07-01 | 99.92117421644230 |
| 2018-08-01 | 99.99804605629551 |
| 2018-09-01 | 99.85785355520929 |
| 2018-10-01 | 100.22789738444800 |
| 2018-11-01 | 100.24780135194099 |
| 2018-12-01 | 100.15490100059200 |
| 2019-01-01 | 100.32607866694799 |
| 2019-02-01 | 99.93533293318090 |
| 2019-03-01 | 100.17280457428300 |
| 2019-04-01 | 100.00407856992700 |
| 2019-05-01 | 100.46713684138300 |
| 2019-06-01 | 100.10262841184601 |
| 2019-07-01 | 99.81358221611539 |
| 2019-08-01 | 100.08451798655700 |
| 2019-09-01 | 100.04676267042000 |
| 2019-10-01 | 99.80574350431850 |
| 2019-11-01 | 99.85694068784670 |
| 2019-12-01 | 99.93202785809390 |
| 2020-01-01 | 100.32933652386299 |
| 2020-02-01 | 100.59781333108900 |
| 2020-03-01 | 99.72552451068029 |
| 2020-04-01 | 78.92778477499860 |
| 2020-05-01 | 80.69541483912130 |
| 2020-06-01 | 85.81346326622260 |
| 2020-07-01 | 89.92117178435260 |
| 2020-08-01 | 90.43886702638642 |
| 2020-09-01 | 91.48473877198000 |
| 2020-10-01 | 92.80087077705900 |
| 2020-11-01 | 92.41829750199190 |
| 2020-12-01 | 90.41377798433300 |
| 2021-01-01 | 90.78068603272070 |
| 2021-02-01 | 92.82958928091900 |
| 2021-03-01 | 93.40794316241859 |
| 2021-04-01 | 93.33380079191400 |
| 2021-05-01 | 93.17833263067591 |
| 2021-06-01 | 93.70258590156930 |
| 2021-07-01 | 95.27287586768209 |
| 2021-08-01 | 95.10949853545358 |
| 2021-09-01 | 94.22644172540200 |
| 2021-10-01 | 96.03856102753201 |
| 2021-11-01 | 96.40918116152841 |
| 2021-12-01 | 96.81711459628000 |
| 2022-01-01 | 96.41012642493160 |
| 2022-02-01 | 97.28550666643672 |
| 2022-03-01 | 97.05737697621660 |
| 2022-04-01 | 97.85009769657779 |
| 2022-05-01 | 97.54032897497160 |
| 2022-06-01 | 97.99308579543880 |
| 2022-07-01 | 98.21125509555090 |
| 2022-08-01 | 97.64910976911351 |
| 2022-09-01 | 97.71679591277729 |
| 2022-10-01 | 97.36589795411560 |
| 2022-11-01 | 97.09128585787461 |
| 2022-12-01 | 97.41274536771070 |
| 2023-01-01 | 97.97420800182790 |
| 2023-02-01 | 97.73380362135559 |
| 2023-03-01 | 98.12304137614650 |
| 2023-04-01 | 98.28299215266260 |
| 2023-05-01 | 98.39554098391520 |
| 2023-06-01 | 98.94253295118550 |
| 2023-07-01 | 98.04932782913800 |
| 2023-08-01 | 98.00230665965960 |
| 2023-09-01 | 97.49908053310931 |
| 2023-10-01 | 97.69300003798970 |
| 2023-11-01 | 97.66325575370080 |
| 2023-12-01 | 97.72779630858990 |
| 2024-01-01 | 97.48481731616671 |
| 2024-02-01 | 97.62298533702379 |
| 2024-03-01 | 97.48765196200260 |
| 2024-04-01 | 97.05163322396750 |
| 2024-05-01 | 97.22823202958410 |
| 2024-06-01 | 97.00148956021309 |
| 2024-07-01 | 96.92355958953570 |
| 2024-08-01 | 97.02008962089269 |
| 2024-09-01 | 97.47352204518890 |
