Table Data - All Employees: Other Services in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Other Services in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026SRVO |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 12:12 PM 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 | 4.9058305691 |
| 1990-02-01 | 4.9294302142 |
| 1990-03-01 | 4.9251312474 |
| 1990-04-01 | 5.0523358795 |
| 1990-05-01 | 5.0082988534 |
| 1990-06-01 | 5.1870662878 |
| 1990-07-01 | 5.1481871588 |
| 1990-08-01 | 5.1123898690 |
| 1990-09-01 | 5.0444065817 |
| 1990-10-01 | 5.0210797553 |
| 1990-11-01 | 5.0837498439 |
| 1990-12-01 | 5.0847829699 |
| 1991-01-01 | 5.0014050554 |
| 1991-02-01 | 5.0337475387 |
| 1991-03-01 | 5.0157936345 |
| 1991-04-01 | 4.9527515292 |
| 1991-05-01 | 5.0088548844 |
| 1991-06-01 | 4.8898754507 |
| 1991-07-01 | 5.0587032432 |
| 1991-08-01 | 4.9142531059 |
| 1991-09-01 | 5.0470952296 |
| 1991-10-01 | 5.0148574056 |
| 1991-11-01 | 4.9804505737 |
| 1991-12-01 | 4.9827254699 |
| 1992-01-01 | 4.9968028185 |
| 1992-02-01 | 5.0372341629 |
| 1992-03-01 | 4.9924695859 |
| 1992-04-01 | 5.0639829131 |
| 1992-05-01 | 5.1103460945 |
| 1992-06-01 | 5.0980524646 |
| 1992-07-01 | 5.0757335582 |
| 1992-08-01 | 5.1204796519 |
| 1992-09-01 | 5.0426280818 |
| 1992-10-01 | 5.0034261869 |
| 1992-11-01 | 4.9806756375 |
| 1992-12-01 | 4.9796661313 |
| 1993-01-01 | 5.0913637971 |
| 1993-02-01 | 5.0372079847 |
| 1993-03-01 | 5.0658583945 |
| 1993-04-01 | 5.0817454463 |
| 1993-05-01 | 5.0165317264 |
| 1993-06-01 | 5.1029436670 |
| 1993-07-01 | 4.9914358862 |
| 1993-08-01 | 5.1207268221 |
| 1993-09-01 | 5.0431417966 |
| 1993-10-01 | 5.2952965353 |
| 1993-11-01 | 5.2836123777 |
| 1993-12-01 | 5.2781627976 |
| 1994-01-01 | 5.0841048788 |
| 1994-02-01 | 5.1299904910 |
| 1994-03-01 | 5.2315288491 |
| 1994-04-01 | 5.3039741383 |
| 1994-05-01 | 5.3341183569 |
| 1994-06-01 | 5.2045666471 |
| 1994-07-01 | 5.3037664547 |
| 1994-08-01 | 5.3203464384 |
| 1994-09-01 | 5.3446894924 |
| 1994-10-01 | 5.3856665896 |
| 1994-11-01 | 5.3892526934 |
| 1994-12-01 | 5.3717402715 |
| 1995-01-01 | 5.3788670313 |
| 1995-02-01 | 5.4255361526 |
| 1995-03-01 | 5.5119893700 |
| 1995-04-01 | 5.4178126069 |
| 1995-05-01 | 5.3528812884 |
| 1995-06-01 | 5.5018567344 |
| 1995-07-01 | 5.7024369897 |
| 1995-08-01 | 5.5121396871 |
| 1995-09-01 | 5.6524604982 |
| 1995-10-01 | 5.5868053129 |
| 1995-11-01 | 5.5952674663 |
| 1995-12-01 | 5.6701306313 |
| 1996-01-01 | 5.6724563185 |
| 1996-02-01 | 5.7178235605 |
| 1996-03-01 | 5.7032937162 |
| 1996-04-01 | 5.6269364688 |
| 1996-05-01 | 5.6710416422 |
| 1996-06-01 | 5.6976980295 |
| 1996-07-01 | 5.6929342948 |
| 1996-08-01 | 5.7031752118 |
| 1996-09-01 | 5.6499006977 |
| 1996-10-01 | 5.6949583003 |
| 1996-11-01 | 5.7061145249 |
| 1996-12-01 | 5.6712517380 |
| 1997-01-01 | 5.6672091873 |
| 1997-02-01 | 5.7109683891 |
| 1997-03-01 | 5.7155175634 |
| 1997-04-01 | 5.6199869729 |
| 1997-05-01 | 5.5845963675 |
| 1997-06-01 | 5.5895073292 |
| 1997-07-01 | 5.5832571740 |
| 1997-08-01 | 5.5917487249 |
| 1997-09-01 | 5.5455315845 |
| 1997-10-01 | 5.6081800754 |
| 1997-11-01 | 5.5083900469 |
| 1997-12-01 | 5.5840273676 |
| 1998-01-01 | 5.5674575403 |
| 1998-02-01 | 5.5028386346 |
| 1998-03-01 | 5.4274389514 |
| 1998-04-01 | 5.6041369641 |
| 1998-05-01 | 5.6017552113 |
| 1998-06-01 | 5.5781791512 |
| 1998-07-01 | 5.7775654965 |
| 1998-08-01 | 5.5863888544 |
| 1998-09-01 | 5.5369786276 |
| 1998-10-01 | 5.5164079939 |
| 1998-11-01 | 5.6070308376 |
| 1998-12-01 | 5.5931679442 |
| 1999-01-01 | 5.6742129276 |
| 1999-02-01 | 5.6043573847 |
| 1999-03-01 | 5.5433421163 |
| 1999-04-01 | 5.5805604165 |
| 1999-05-01 | 5.6087610799 |
| 1999-06-01 | 5.7654210641 |
| 1999-07-01 | 5.4755847438 |
| 1999-08-01 | 5.5953621180 |
| 1999-09-01 | 5.5283631571 |
| 1999-10-01 | 5.4223319253 |
| 1999-11-01 | 5.3943574352 |
| 1999-12-01 | 5.4016084220 |
| 2000-01-01 | 5.3828723462 |
| 2000-02-01 | 5.4088286078 |
| 2000-03-01 | 5.3522297221 |
| 2000-04-01 | 5.4709068010 |
| 2000-05-01 | 5.4142225668 |
| 2000-06-01 | 5.4460243499 |
| 2000-07-01 | 5.4718252572 |
| 2000-08-01 | 5.5101235556 |
| 2000-09-01 | 5.6141678649 |
| 2000-10-01 | 5.6271167042 |
| 2000-11-01 | 5.6942552189 |
| 2000-12-01 | 5.6004907405 |
| 2001-01-01 | 5.5930307066 |
| 2001-02-01 | 5.7136852757 |
| 2001-03-01 | 5.7536987454 |
| 2001-04-01 | 5.6729027159 |
| 2001-05-01 | 5.6116473930 |
| 2001-06-01 | 5.6274844471 |
| 2001-07-01 | 5.6681222854 |
| 2001-08-01 | 5.6281879485 |
| 2001-09-01 | 5.6059525405 |
| 2001-10-01 | 5.6269909029 |
| 2001-11-01 | 5.5913219874 |
| 2001-12-01 | 5.6019605153 |
| 2002-01-01 | 5.6026267996 |
| 2002-02-01 | 5.4156526806 |
| 2002-03-01 | 5.5497544969 |
| 2002-04-01 | 5.5867364379 |
| 2002-05-01 | 5.8002044736 |
| 2002-06-01 | 5.7160071381 |
| 2002-07-01 | 5.4609062144 |
| 2002-08-01 | 5.4391886910 |
| 2002-09-01 | 5.3054258238 |
| 2002-10-01 | 5.5243090021 |
| 2002-11-01 | 5.6026695372 |
| 2002-12-01 | 5.5952271293 |
| 2003-01-01 | 5.6086793776 |
| 2003-02-01 | 5.4142170095 |
| 2003-03-01 | 5.5482516117 |
| 2003-04-01 | 5.1000623335 |
| 2003-05-01 | 5.0751490937 |
| 2003-06-01 | 5.2180661666 |
| 2003-07-01 | 5.6587514917 |
| 2003-08-01 | 5.8467167138 |
| 2003-09-01 | 5.6140666528 |
| 2003-10-01 | 5.4217122586 |
| 2003-11-01 | 5.4091063700 |
| 2003-12-01 | 5.4869956263 |
| 2004-01-01 | 5.4027051083 |
| 2004-02-01 | 5.4117190485 |
| 2004-03-01 | 5.4564339558 |
| 2004-04-01 | 5.3104950931 |
| 2004-05-01 | 5.3526116343 |
| 2004-06-01 | 5.3269244994 |
| 2004-07-01 | 5.3580312521 |
| 2004-08-01 | 5.3409802112 |
| 2004-09-01 | 5.3241479568 |
| 2004-10-01 | 5.3213068228 |
| 2004-11-01 | 5.3216707596 |
| 2004-12-01 | 5.1792402639 |
| 2005-01-01 | 5.2947440609 |
| 2005-02-01 | 5.3084484930 |
| 2005-03-01 | 5.2629712591 |
| 2005-04-01 | 5.5099092527 |
| 2005-05-01 | 5.4327904588 |
| 2005-06-01 | 5.3422338879 |
| 2005-07-01 | 5.3615771858 |
| 2005-08-01 | 5.3383781744 |
| 2005-09-01 | 5.3397844924 |
| 2005-10-01 | 5.3141638182 |
| 2005-11-01 | 5.3220375481 |
| 2005-12-01 | 5.3781720343 |
| 2006-01-01 | 5.2864195826 |
| 2006-02-01 | 5.4099265725 |
| 2006-03-01 | 5.4707468274 |
| 2006-04-01 | 5.3009134445 |
| 2006-05-01 | 5.3184178716 |
| 2006-06-01 | 5.2514575453 |
| 2006-07-01 | 5.1672524606 |
| 2006-08-01 | 5.3338147463 |
| 2006-09-01 | 5.3571124281 |
| 2006-10-01 | 5.4121402075 |
| 2006-11-01 | 5.4247946153 |
| 2006-12-01 | 5.4740967767 |
| 2007-01-01 | 5.4784835099 |
| 2007-02-01 | 5.4141134733 |
| 2007-03-01 | 5.3697795803 |
| 2007-04-01 | 5.3890917738 |
| 2007-05-01 | 5.3109586831 |
| 2007-06-01 | 5.3534893153 |
| 2007-07-01 | 5.3786259803 |
| 2007-08-01 | 5.4346517814 |
| 2007-09-01 | 5.5776813047 |
| 2007-10-01 | 5.4117548616 |
| 2007-11-01 | 5.4173173697 |
| 2007-12-01 | 5.3661288236 |
| 2008-01-01 | 5.4660123091 |
| 2008-02-01 | 5.4231047555 |
| 2008-03-01 | 5.3710256936 |
| 2008-04-01 | 5.5839533019 |
| 2008-05-01 | 5.6165991251 |
| 2008-06-01 | 5.6423067329 |
| 2008-07-01 | 5.6885025394 |
| 2008-08-01 | 5.6307857518 |
| 2008-09-01 | 5.6873812570 |
| 2008-10-01 | 5.8207913605 |
| 2008-11-01 | 5.8120242049 |
| 2008-12-01 | 5.8561229031 |
| 2009-01-01 | 5.8553416059 |
| 2009-02-01 | 5.9331563052 |
| 2009-03-01 | 5.8685856258 |
| 2009-04-01 | 6.1861581221 |
| 2009-05-01 | 6.1286416943 |
| 2009-06-01 | 6.1276067321 |
| 2009-07-01 | 6.0924487126 |
| 2009-08-01 | 6.1333010839 |
| 2009-09-01 | 6.0934184541 |
| 2009-10-01 | 6.0282607046 |
| 2009-11-01 | 5.9979651126 |
| 2009-12-01 | 6.0463109803 |
| 2010-01-01 | 6.0447778203 |
| 2010-02-01 | 6.0411027886 |
| 2010-03-01 | 6.0770706333 |
| 2010-04-01 | 5.9936911891 |
| 2010-05-01 | 5.9401449100 |
| 2010-06-01 | 5.9166627127 |
| 2010-07-01 | 5.8904027035 |
| 2010-08-01 | 5.9323993697 |
| 2010-09-01 | 5.8918659792 |
| 2010-10-01 | 5.9393233930 |
| 2010-11-01 | 5.9893098150 |
| 2010-12-01 | 5.8332671411 |
| 2011-01-01 | 5.9350302426 |
| 2011-02-01 | 5.9420798965 |
| 2011-03-01 | 5.8861351086 |
| 2011-04-01 | 5.8022647214 |
| 2011-05-01 | 5.6580041372 |
| 2011-06-01 | 5.8149468192 |
| 2011-07-01 | 5.6834243862 |
| 2011-08-01 | 5.6353040831 |
| 2011-09-01 | 5.5874360331 |
| 2011-10-01 | 5.4418950052 |
| 2011-11-01 | 5.3796911576 |
| 2011-12-01 | 5.3254556414 |
| 2012-01-01 | 5.2216619860 |
| 2012-02-01 | 5.1361676041 |
| 2012-03-01 | 5.1030697104 |
| 2012-04-01 | 5.1088668286 |
| 2012-05-01 | 5.0760364897 |
| 2012-06-01 | 5.1223180247 |
| 2012-07-01 | 5.0742558889 |
| 2012-08-01 | 5.0374241559 |
| 2012-09-01 | 5.1795175480 |
| 2012-10-01 | 5.0386128281 |
| 2012-11-01 | 5.0728586441 |
| 2012-12-01 | 5.0231185550 |
| 2013-01-01 | 5.0101498131 |
| 2013-02-01 | 4.9304638220 |
| 2013-03-01 | 4.9178949581 |
| 2013-04-01 | 4.9091523125 |
| 2013-05-01 | 4.8904206663 |
| 2013-06-01 | 4.8338740065 |
| 2013-07-01 | 4.8658175239 |
| 2013-08-01 | 4.8471506253 |
| 2013-09-01 | 4.7732388008 |
| 2013-10-01 | 4.9291011506 |
| 2013-11-01 | 4.7619590379 |
| 2013-12-01 | 4.8303227065 |
| 2014-01-01 | 4.8004520046 |
| 2014-02-01 | 4.8183048313 |
| 2014-03-01 | 4.8291323514 |
| 2014-04-01 | 4.8127810569 |
| 2014-05-01 | 4.7937507082 |
| 2014-06-01 | 4.8485126611 |
| 2014-07-01 | 4.8674950442 |
| 2014-08-01 | 4.9530795871 |
| 2014-09-01 | 4.8691413920 |
| 2014-10-01 | 4.8171620224 |
| 2014-11-01 | 4.7562298970 |
| 2014-12-01 | 4.7375287958 |
| 2015-01-01 | 4.7923841504 |
| 2015-02-01 | 4.8019067165 |
| 2015-03-01 | 4.7306749782 |
| 2015-04-01 | 4.8230217734 |
| 2015-05-01 | 4.7977819729 |
| 2015-06-01 | 4.7633468072 |
| 2015-07-01 | 4.7758289854 |
| 2015-08-01 | 4.7525481373 |
| 2015-09-01 | 4.7645603475 |
| 2015-10-01 | 4.9035895164 |
| 2015-11-01 | 4.8495813101 |
| 2015-12-01 | 4.8500382845 |
| 2016-01-01 | 4.7836909245 |
| 2016-02-01 | 4.7847422718 |
| 2016-03-01 | 4.8308258990 |
| 2016-04-01 | 4.8373749332 |
| 2016-05-01 | 4.8020538572 |
| 2016-06-01 | 4.7751468698 |
| 2016-07-01 | 4.7890708171 |
| 2016-08-01 | 4.7466324671 |
| 2016-09-01 | 4.7591774031 |
| 2016-10-01 | 4.6867024017 |
| 2016-11-01 | 4.7430382839 |
| 2016-12-01 | 4.6545724800 |
| 2017-01-01 | 4.6820481531 |
| 2017-02-01 | 4.6789883296 |
| 2017-03-01 | 4.6291891967 |
| 2017-04-01 | 4.5540099580 |
| 2017-05-01 | 4.6114146167 |
| 2017-06-01 | 4.5766536340 |
| 2017-07-01 | 4.5017173874 |
| 2017-08-01 | 4.4368540753 |
| 2017-09-01 | 4.5474976563 |
| 2017-10-01 | 4.5716471434 |
| 2017-11-01 | 4.5396505504 |
| 2017-12-01 | 4.5626327471 |
| 2018-01-01 | 4.5845944246 |
| 2018-02-01 | 4.5783588305 |
| 2018-03-01 | 4.5268253834 |
| 2018-04-01 | 4.4658724592 |
| 2018-05-01 | 4.5159047574 |
| 2018-06-01 | 4.4753970686 |
| 2018-07-01 | 4.5146319686 |
| 2018-08-01 | 4.5241414665 |
| 2018-09-01 | 4.4374076583 |
| 2018-10-01 | 4.4574267149 |
| 2018-11-01 | 4.4456342512 |
| 2018-12-01 | 4.4694393365 |
| 2019-01-01 | 4.4947339614 |
| 2019-02-01 | 4.4799145242 |
| 2019-03-01 | 4.5206338008 |
| 2019-04-01 | 4.5675888683 |
| 2019-05-01 | 4.5164567847 |
| 2019-06-01 | 4.4672197057 |
| 2019-07-01 | 4.6222780337 |
| 2019-08-01 | 4.6162023710 |
| 2019-09-01 | 4.6282138179 |
| 2019-10-01 | 4.6529866077 |
| 2019-11-01 | 4.6640187936 |
| 2019-12-01 | 4.6901062146 |
| 2020-01-01 | 4.5977597234 |
| 2020-02-01 | 4.5749299365 |
| 2020-03-01 | 4.6103286444 |
| 2020-04-01 | 3.8574948126 |
| 2020-05-01 | 3.9077415967 |
| 2020-06-01 | 4.0589674444 |
| 2020-07-01 | 4.0270647114 |
| 2020-08-01 | 4.1149231921 |
| 2020-09-01 | 4.2229715814 |
| 2020-10-01 | 4.2593160515 |
| 2020-11-01 | 4.3876872408 |
| 2020-12-01 | 4.3143942264 |
| 2021-01-01 | 4.2959686541 |
| 2021-02-01 | 4.3706270106 |
| 2021-03-01 | 4.4000892355 |
| 2021-04-01 | 4.4406128739 |
| 2021-05-01 | 4.4918256777 |
| 2021-06-01 | 4.4492146146 |
| 2021-07-01 | 4.5215382765 |
| 2021-08-01 | 4.6186637411 |
| 2021-09-01 | 4.6182126233 |
| 2021-10-01 | 4.6793696709 |
| 2021-11-01 | 4.7169708238 |
| 2021-12-01 | 4.7467585453 |
| 2022-01-01 | 4.6826506125 |
| 2022-02-01 | 4.7598428707 |
| 2022-03-01 | 4.7877047941 |
| 2022-04-01 | 4.8287253435 |
| 2022-05-01 | 4.7779766919 |
| 2022-06-01 | 4.8408616119 |
| 2022-07-01 | 4.7126359485 |
| 2022-08-01 | 4.6186992105 |
| 2022-09-01 | 4.6144389024 |
| 2022-10-01 | 4.7994406678 |
| 2022-11-01 | 4.8446901564 |
| 2022-12-01 | 4.8698691287 |
| 2023-01-01 | 5.0727105934 |
| 2023-02-01 | 5.1554238968 |
| 2023-03-01 | 5.1818291019 |
| 2023-04-01 | 5.0180876850 |
| 2023-05-01 | 5.0717037730 |
| 2023-06-01 | 5.0313129134 |
| 2023-07-01 | 4.9932145412 |
| 2023-08-01 | 5.0190293911 |
| 2023-09-01 | 5.0144149761 |
| 2023-10-01 | 4.9157291343 |
| 2023-11-01 | 4.9643687158 |
| 2023-12-01 | 4.9846733123 |
| 2024-01-01 | 5.0639996116 |
| 2024-02-01 | 5.0554684306 |
| 2024-03-01 | 5.0786487331 |
| 2024-04-01 | 5.2163380490 |
| 2024-05-01 | 5.2765877040 |
| 2024-06-01 | 5.2233847326 |
| 2024-07-01 | 5.3745081911 |
| 2024-08-01 | 5.3132504265 |
| 2024-09-01 | 5.3121970219 |
| 2024-10-01 | 5.2233167107 |
| 2024-11-01 | 5.2725099832 |
| 2024-12-01 | 5.2851429808 |
| 2025-01-01 | 5.3669752846 |
| 2025-02-01 | 5.3663579192 |
| 2025-03-01 | 5.3842163506 |
| 2025-04-01 | 5.3151768890 |
| 2025-05-01 | 5.2838586566 |
| 2025-06-01 | 5.4167582676 |
| 2025-07-01 | 5.3549312493 |
| 2025-08-01 | 5.4084936953 |
| 2025-09-01 | 5.4093200070 |
| 2025-10-01 | 5.4258152514 |
| 2025-11-01 | 5.3731787732 |
| 2025-12-01 | 5.3812777102 |
| 2026-01-01 | 5.2738906378 |
| 2026-02-01 | 5.2752414485 |
| 2026-03-01 | 5.2880893566 |
| 2026-04-01 | 5.3186942321 |
| 2026-05-01 | 5.2925561767 |
| 2026-06-01 | 5.3121136557 |
| 2026-07-01 | 5.3453601904 |
| 2026-08-01 | 5.3007190289 |