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 2026-09-01 |
| Last Updated | 2026-10-20 9:46 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 | 4.9058305685 |
| 1990-02-01 | 4.9294302172 |
| 1990-03-01 | 4.9251312534 |
| 1990-04-01 | 5.0523358873 |
| 1990-05-01 | 5.0082988616 |
| 1990-06-01 | 5.1870663049 |
| 1990-07-01 | 5.1481871709 |
| 1990-08-01 | 5.1123898709 |
| 1990-09-01 | 5.0444065560 |
| 1990-10-01 | 5.0210797345 |
| 1990-11-01 | 5.0837498371 |
| 1990-12-01 | 5.0847829668 |
| 1991-01-01 | 5.0014050481 |
| 1991-02-01 | 5.0337475454 |
| 1991-03-01 | 5.0157936445 |
| 1991-04-01 | 4.9527515409 |
| 1991-05-01 | 5.0088548951 |
| 1991-06-01 | 4.8898754709 |
| 1991-07-01 | 5.0587032547 |
| 1991-08-01 | 4.9142531080 |
| 1991-09-01 | 5.0470951979 |
| 1991-10-01 | 5.0148573792 |
| 1991-11-01 | 4.9804505636 |
| 1991-12-01 | 4.9827254600 |
| 1992-01-01 | 4.9968027934 |
| 1992-02-01 | 5.0372341579 |
| 1992-03-01 | 4.9924696645 |
| 1992-04-01 | 5.0639829110 |
| 1992-05-01 | 5.1103461226 |
| 1992-06-01 | 5.0980524777 |
| 1992-07-01 | 5.0757335615 |
| 1992-08-01 | 5.1204796497 |
| 1992-09-01 | 5.0426280399 |
| 1992-10-01 | 5.0034261504 |
| 1992-11-01 | 4.9806756190 |
| 1992-12-01 | 4.9796661114 |
| 1993-01-01 | 5.0913637555 |
| 1993-02-01 | 5.0372079739 |
| 1993-03-01 | 5.0658585514 |
| 1993-04-01 | 5.0817454423 |
| 1993-05-01 | 5.0165317826 |
| 1993-06-01 | 5.1029436778 |
| 1993-07-01 | 4.9914358755 |
| 1993-08-01 | 5.1207268000 |
| 1993-09-01 | 5.0431417277 |
| 1993-10-01 | 5.2952964665 |
| 1993-11-01 | 5.2836123296 |
| 1993-12-01 | 5.2781627596 |
| 1994-01-01 | 5.0841048438 |
| 1994-02-01 | 5.1299905104 |
| 1994-03-01 | 5.2315291286 |
| 1994-04-01 | 5.3039741680 |
| 1994-05-01 | 5.3341184536 |
| 1994-06-01 | 5.2045666374 |
| 1994-07-01 | 5.3037663915 |
| 1994-08-01 | 5.3203463468 |
| 1994-09-01 | 5.3446893467 |
| 1994-10-01 | 5.3856664549 |
| 1994-11-01 | 5.3892526080 |
| 1994-12-01 | 5.3717402244 |
| 1995-01-01 | 5.3788670336 |
| 1995-02-01 | 5.4255362471 |
| 1995-03-01 | 5.5119899212 |
| 1995-04-01 | 5.4178127050 |
| 1995-05-01 | 5.3528814216 |
| 1995-06-01 | 5.5018567147 |
| 1995-07-01 | 5.7024366623 |
| 1995-08-01 | 5.5121395642 |
| 1995-09-01 | 5.6524603647 |
| 1995-10-01 | 5.5868046841 |
| 1995-11-01 | 5.5952674430 |
| 1995-12-01 | 5.6701306200 |
| 1996-01-01 | 5.6724565574 |
| 1996-02-01 | 5.7178237669 |
| 1996-03-01 | 5.7032945692 |
| 1996-04-01 | 5.6269367116 |
| 1996-05-01 | 5.6710419791 |
| 1996-06-01 | 5.6976988637 |
| 1996-07-01 | 5.6929316972 |
| 1996-08-01 | 5.7031754169 |
| 1996-09-01 | 5.6499008763 |
| 1996-10-01 | 5.6949573741 |
| 1996-11-01 | 5.7061146479 |
| 1996-12-01 | 5.6712517849 |
| 1997-01-01 | 5.6672096022 |
| 1997-02-01 | 5.7109686111 |
| 1997-03-01 | 5.7155186100 |
| 1997-04-01 | 5.6199874193 |
| 1997-05-01 | 5.5845970044 |
| 1997-06-01 | 5.5895091669 |
| 1997-07-01 | 5.5832524207 |
| 1997-08-01 | 5.5917492747 |
| 1997-09-01 | 5.5455319458 |
| 1997-10-01 | 5.6081785826 |
| 1997-11-01 | 5.5083899541 |
| 1997-12-01 | 5.5840270945 |
| 1998-01-01 | 5.5674579425 |
| 1998-02-01 | 5.5028390621 |
| 1998-03-01 | 5.4274406371 |
| 1998-04-01 | 5.6041385276 |
| 1998-05-01 | 5.6017570197 |
| 1998-06-01 | 5.5781824796 |
| 1998-07-01 | 5.7775586643 |
| 1998-08-01 | 5.5863889618 |
| 1998-09-01 | 5.5369779373 |
| 1998-10-01 | 5.5164052013 |
| 1998-11-01 | 5.6070296107 |
| 1998-12-01 | 5.5931669124 |
| 1999-01-01 | 5.6742133483 |
| 1999-02-01 | 5.6043580354 |
| 1999-03-01 | 5.5433454876 |
| 1999-04-01 | 5.5805637334 |
| 1999-05-01 | 5.6087660637 |
| 1999-06-01 | 5.7654301689 |
| 1999-07-01 | 5.4755756522 |
| 1999-08-01 | 5.5953586332 |
| 1999-09-01 | 5.5283593975 |
| 1999-10-01 | 5.4223249835 |
| 1999-11-01 | 5.3943529925 |
| 1999-12-01 | 5.4016052952 |
| 2000-01-01 | 5.3828729689 |
| 2000-02-01 | 5.4088290707 |
| 2000-03-01 | 5.3522398226 |
| 2000-04-01 | 5.4709126236 |
| 2000-05-01 | 5.4142373359 |
| 2000-06-01 | 5.4460528125 |
| 2000-07-01 | 5.4717974410 |
| 2000-08-01 | 5.5101141918 |
| 2000-09-01 | 5.6141560211 |
| 2000-10-01 | 5.6271042025 |
| 2000-11-01 | 5.6942463115 |
| 2000-12-01 | 5.6004874607 |
| 2001-01-01 | 5.5930336513 |
| 2001-02-01 | 5.7136874378 |
| 2001-03-01 | 5.7537171426 |
| 2001-04-01 | 5.6729120212 |
| 2001-05-01 | 5.6116722014 |
| 2001-06-01 | 5.6275311171 |
| 2001-07-01 | 5.6680769029 |
| 2001-08-01 | 5.6281712093 |
| 2001-09-01 | 5.6059311251 |
| 2001-10-01 | 5.6269716488 |
| 2001-11-01 | 5.5913078744 |
| 2001-12-01 | 5.6019599833 |
| 2002-01-01 | 5.6026322413 |
| 2002-02-01 | 5.4156575727 |
| 2002-03-01 | 5.5497814801 |
| 2002-04-01 | 5.5867490275 |
| 2002-05-01 | 5.8002377286 |
| 2002-06-01 | 5.7160667949 |
| 2002-07-01 | 5.4608448307 |
| 2002-08-01 | 5.4391664460 |
| 2002-09-01 | 5.3053957262 |
| 2002-10-01 | 5.5242851702 |
| 2002-11-01 | 5.6026521939 |
| 2002-12-01 | 5.5952309218 |
| 2003-01-01 | 5.6086884299 |
| 2003-02-01 | 5.4142248415 |
| 2003-03-01 | 5.5482836164 |
| 2003-04-01 | 5.1000762797 |
| 2003-05-01 | 5.0751831763 |
| 2003-06-01 | 5.2181247639 |
| 2003-07-01 | 5.6586881646 |
| 2003-08-01 | 5.8466923542 |
| 2003-09-01 | 5.6140344827 |
| 2003-10-01 | 5.4216869299 |
| 2003-11-01 | 5.4090883768 |
| 2003-12-01 | 5.4870027402 |
| 2004-01-01 | 5.4027157373 |
| 2004-02-01 | 5.4117277639 |
| 2004-03-01 | 5.4564677636 |
| 2004-04-01 | 5.3105077894 |
| 2004-05-01 | 5.3526431653 |
| 2004-06-01 | 5.3269774351 |
| 2004-07-01 | 5.3579670542 |
| 2004-08-01 | 5.3409587471 |
| 2004-09-01 | 5.3241178422 |
| 2004-10-01 | 5.3212850489 |
| 2004-11-01 | 5.3216557217 |
| 2004-12-01 | 5.1792495025 |
| 2005-01-01 | 5.2947556324 |
| 2005-02-01 | 5.3084573089 |
| 2005-03-01 | 5.2630016107 |
| 2005-04-01 | 5.5099191020 |
| 2005-05-01 | 5.4328119145 |
| 2005-06-01 | 5.3422673268 |
| 2005-07-01 | 5.3615291949 |
| 2005-08-01 | 5.3383626957 |
| 2005-09-01 | 5.3397623179 |
| 2005-10-01 | 5.3141482174 |
| 2005-11-01 | 5.3220270144 |
| 2005-12-01 | 5.3781815150 |
| 2006-01-01 | 5.2864286683 |
| 2006-02-01 | 5.4099335488 |
| 2006-03-01 | 5.4707707807 |
| 2006-04-01 | 5.3009194052 |
| 2006-05-01 | 5.3184287626 |
| 2006-06-01 | 5.2514715337 |
| 2006-07-01 | 5.1672239328 |
| 2006-08-01 | 5.3338060236 |
| 2006-09-01 | 5.3570990815 |
| 2006-10-01 | 5.4121315479 |
| 2006-11-01 | 5.4247890745 |
| 2006-12-01 | 5.4741033460 |
| 2007-01-01 | 5.4784897275 |
| 2007-02-01 | 5.4141173938 |
| 2007-03-01 | 5.3697977580 |
| 2007-04-01 | 5.3890937748 |
| 2007-05-01 | 5.3109603956 |
| 2007-06-01 | 5.3534889492 |
| 2007-07-01 | 5.3786153033 |
| 2007-08-01 | 5.4346479547 |
| 2007-09-01 | 5.5776762933 |
| 2007-10-01 | 5.4117512628 |
| 2007-11-01 | 5.4173152099 |
| 2007-12-01 | 5.3661312515 |
| 2008-01-01 | 5.4660148514 |
| 2008-02-01 | 5.4231054110 |
| 2008-03-01 | 5.3710399626 |
| 2008-04-01 | 5.5839526088 |
| 2008-05-01 | 5.6165985673 |
| 2008-06-01 | 5.6423056897 |
| 2008-07-01 | 5.6884957240 |
| 2008-08-01 | 5.6307843395 |
| 2008-09-01 | 5.6873792850 |
| 2008-10-01 | 5.8207905267 |
| 2008-11-01 | 5.8120238064 |
| 2008-12-01 | 5.8561226664 |
| 2009-01-01 | 5.8553424971 |
| 2009-02-01 | 5.9331557612 |
| 2009-03-01 | 5.8685973814 |
| 2009-04-01 | 6.1861567962 |
| 2009-05-01 | 6.1286402968 |
| 2009-06-01 | 6.1276054104 |
| 2009-07-01 | 6.0924449659 |
| 2009-08-01 | 6.1333003337 |
| 2009-09-01 | 6.0934175176 |
| 2009-10-01 | 6.0282605323 |
| 2009-11-01 | 5.9979650273 |
| 2009-12-01 | 6.0463106881 |
| 2010-01-01 | 6.0447775940 |
| 2010-02-01 | 6.0411023357 |
| 2010-03-01 | 6.0770789214 |
| 2010-04-01 | 5.9936901940 |
| 2010-05-01 | 5.9401437272 |
| 2010-06-01 | 5.9166614690 |
| 2010-07-01 | 5.8904017135 |
| 2010-08-01 | 5.9323985184 |
| 2010-09-01 | 5.8918651641 |
| 2010-10-01 | 5.9393231469 |
| 2010-11-01 | 5.9893096206 |
| 2010-12-01 | 5.8332667179 |
| 2011-01-01 | 5.9350299522 |
| 2011-02-01 | 5.9420794683 |
| 2011-03-01 | 5.8861411856 |
| 2011-04-01 | 5.8022639796 |
| 2011-05-01 | 5.6580032643 |
| 2011-06-01 | 5.8149459369 |
| 2011-07-01 | 5.6834237258 |
| 2011-08-01 | 5.6353038479 |
| 2011-09-01 | 5.5874355831 |
| 2011-10-01 | 5.4418948299 |
| 2011-11-01 | 5.3796909286 |
| 2011-12-01 | 5.3254552319 |
| 2012-01-01 | 5.2216618337 |
| 2012-02-01 | 5.1361674492 |
| 2012-03-01 | 5.1030727639 |
| 2012-04-01 | 5.1088666041 |
| 2012-05-01 | 5.0760361204 |
| 2012-06-01 | 5.1223176317 |
| 2012-07-01 | 5.0742556528 |
| 2012-08-01 | 5.0374246330 |
| 2012-09-01 | 5.1795172468 |
| 2012-10-01 | 5.0386123385 |
| 2012-11-01 | 5.0728581824 |
| 2012-12-01 | 5.0231179633 |
| 2013-01-01 | 5.0101495353 |
| 2013-02-01 | 4.9304637268 |
| 2013-03-01 | 4.9178963431 |
| 2013-04-01 | 4.9091525658 |
| 2013-05-01 | 4.8904209200 |
| 2013-06-01 | 4.8338742641 |
| 2013-07-01 | 4.8658178145 |
| 2013-08-01 | 4.8471518936 |
| 2013-09-01 | 4.7732387268 |
| 2013-10-01 | 4.9290991497 |
| 2013-11-01 | 4.7619580966 |
| 2013-12-01 | 4.8303217143 |
| 2014-01-01 | 4.8004513993 |
| 2014-02-01 | 4.8183044104 |
| 2014-03-01 | 4.8291321975 |
| 2014-04-01 | 4.8127853097 |
| 2014-05-01 | 4.7937503529 |
| 2014-06-01 | 4.8485123435 |
| 2014-07-01 | 4.8674949819 |
| 2014-08-01 | 4.9530846972 |
| 2014-09-01 | 4.8691416402 |
| 2014-10-01 | 4.8171586373 |
| 2014-11-01 | 4.7562281462 |
| 2014-12-01 | 4.7375258539 |
| 2015-01-01 | 4.7923802597 |
| 2015-02-01 | 4.8019023768 |
| 2015-03-01 | 4.7306712793 |
| 2015-04-01 | 4.8230386120 |
| 2015-05-01 | 4.7977809203 |
| 2015-06-01 | 4.7633470014 |
| 2015-07-01 | 4.7758298751 |
| 2015-08-01 | 4.7525629715 |
| 2015-09-01 | 4.7645597856 |
| 2015-10-01 | 4.9035825066 |
| 2015-11-01 | 4.8495752145 |
| 2015-12-01 | 4.8500287377 |
| 2016-01-01 | 4.7836790591 |
| 2016-02-01 | 4.7847303752 |
| 2016-03-01 | 4.8308190994 |
| 2016-04-01 | 4.8374105955 |
| 2016-05-01 | 4.8020697288 |
| 2016-06-01 | 4.7751344670 |
| 2016-07-01 | 4.7890872882 |
| 2016-08-01 | 4.7466648571 |
| 2016-09-01 | 4.7591728454 |
| 2016-10-01 | 4.6866779491 |
| 2016-11-01 | 4.7430074511 |
| 2016-12-01 | 4.6545209912 |
| 2017-01-01 | 4.6820087148 |
| 2017-02-01 | 4.6789782475 |
| 2017-03-01 | 4.6292195532 |
| 2017-04-01 | 4.5540891785 |
| 2017-05-01 | 4.6114645597 |
| 2017-06-01 | 4.5768520945 |
| 2017-07-01 | 4.5016946655 |
| 2017-08-01 | 4.4368078729 |
| 2017-09-01 | 4.5473728626 |
| 2017-10-01 | 4.5714936179 |
| 2017-11-01 | 4.5394824561 |
| 2017-12-01 | 4.5625290984 |
| 2018-01-01 | 4.5845860409 |
| 2018-02-01 | 4.5784728861 |
| 2018-03-01 | 4.5270583837 |
| 2018-04-01 | 4.4661399223 |
| 2018-05-01 | 4.5160726639 |
| 2018-06-01 | 4.4757919731 |
| 2018-07-01 | 4.5144661664 |
| 2018-08-01 | 4.5238516262 |
| 2018-09-01 | 4.4369914839 |
| 2018-10-01 | 4.4570140135 |
| 2018-11-01 | 4.4452756262 |
| 2018-12-01 | 4.4692978250 |
| 2019-01-01 | 4.4947943680 |
| 2019-02-01 | 4.4802521554 |
| 2019-03-01 | 4.5212232200 |
| 2019-04-01 | 4.5681498729 |
| 2019-05-01 | 4.5168701889 |
| 2019-06-01 | 4.4687135739 |
| 2019-07-01 | 4.6226121922 |
| 2019-08-01 | 4.6131168344 |
| 2019-09-01 | 4.6270050161 |
| 2019-10-01 | 4.6531879203 |
| 2019-11-01 | 4.6640947887 |
| 2019-12-01 | 4.6888499840 |
| 2020-01-01 | 4.5978521775 |
| 2020-02-01 | 4.5765691746 |
| 2020-03-01 | 4.6125357240 |
| 2020-04-01 | 3.8578298086 |
| 2020-05-01 | 3.9079661484 |
| 2020-06-01 | 4.0609588331 |
| 2020-07-01 | 4.0274667818 |
| 2020-08-01 | 4.1085133804 |
| 2020-09-01 | 4.2204159055 |
| 2020-10-01 | 4.2628300744 |
| 2020-11-01 | 4.3878081613 |
| 2020-12-01 | 4.3117729289 |
| 2021-01-01 | 4.2960129932 |
| 2021-02-01 | 4.3735652864 |
| 2021-03-01 | 4.4038446761 |
| 2021-04-01 | 4.4405579557 |
| 2021-05-01 | 4.4915953587 |
| 2021-06-01 | 4.4513995845 |
| 2021-07-01 | 4.5216904522 |
| 2021-08-01 | 4.6086414994 |
| 2021-09-01 | 4.6141235595 |
| 2021-10-01 | 4.6882770179 |
| 2021-11-01 | 4.7171285527 |
| 2021-12-01 | 4.7428351256 |
| 2022-01-01 | 4.6827227336 |
| 2022-02-01 | 4.7640293454 |
| 2022-03-01 | 4.7927208319 |
| 2022-04-01 | 4.8279054996 |
| 2022-05-01 | 4.7766041858 |
| 2022-06-01 | 4.8417060377 |
| 2022-07-01 | 4.7116237239 |
| 2022-08-01 | 4.6076404371 |
| 2022-09-01 | 4.6096614863 |
| 2022-10-01 | 4.8134268608 |
| 2022-11-01 | 4.8448850685 |
| 2022-12-01 | 4.8661864945 |
| 2023-01-01 | 5.0731016929 |
| 2023-02-01 | 5.1598614692 |
| 2023-03-01 | 5.1867075657 |
| 2023-04-01 | 5.0166839174 |
| 2023-05-01 | 5.0691381642 |
| 2023-06-01 | 5.0303956124 |
| 2023-07-01 | 4.9901398544 |
| 2023-08-01 | 5.0053478444 |
| 2023-09-01 | 5.0127825008 |
| 2023-10-01 | 4.9336057047 |
| 2023-11-01 | 4.9657880566 |
| 2023-12-01 | 4.9817347091 |
| 2024-01-01 | 5.0648297570 |
| 2024-02-01 | 5.0598663273 |
| 2024-03-01 | 5.0829739020 |
| 2024-04-01 | 5.2139637329 |
| 2024-05-01 | 5.2724082147 |
| 2024-06-01 | 5.2196284776 |
| 2024-07-01 | 5.3686239380 |
| 2024-08-01 | 5.2995491413 |
| 2024-09-01 | 5.3141378032 |
| 2024-10-01 | 5.2439197470 |
| 2024-11-01 | 5.2748237057 |
| 2024-12-01 | 5.2841648432 |
| 2025-01-01 | 5.3683754005 |
| 2025-02-01 | 5.3697380000 |
| 2025-03-01 | 5.3868437562 |
| 2025-04-01 | 5.3123991620 |
| 2025-05-01 | 5.2786296869 |
| 2025-06-01 | 5.4106664307 |
| 2025-07-01 | 5.3463060049 |
| 2025-08-01 | 5.3945495039 |
| 2025-09-01 | 5.4157642776 |
| 2025-10-01 | 5.4475778787 |
| 2025-11-01 | 5.3764273781 |
| 2025-12-01 | 5.3822090168 |
| 2026-01-01 | 5.2757728206 |
| 2026-02-01 | 5.2774717295 |
| 2026-03-01 | 5.2889832434 |
| 2026-04-01 | 5.3156074876 |
| 2026-05-01 | 5.2864675509 |
| 2026-06-01 | 5.3042637751 |
| 2026-07-01 | 5.3350838898 |
| 2026-08-01 | 5.2883483613 |
| 2026-09-01 | 5.2153681691 |