Table Data - All Employees: Service-Providing in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Service-Providing in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | SMU26280200700000001SA |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 10:26 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 | 79.0665018447728 |
| 1990-02-01 | 79.4780807356190 |
| 1990-03-01 | 79.7088834947186 |
| 1990-04-01 | 80.6583457640554 |
| 1990-05-01 | 81.1368383027209 |
| 1990-06-01 | 81.5175886601127 |
| 1990-07-01 | 82.5754511578542 |
| 1990-08-01 | 81.2291940239645 |
| 1990-09-01 | 81.4344122034826 |
| 1990-10-01 | 81.0554745048081 |
| 1990-11-01 | 81.2840521945199 |
| 1990-12-01 | 80.8533012415770 |
| 1991-01-01 | 81.0374444127916 |
| 1991-02-01 | 81.4926113746303 |
| 1991-03-01 | 81.7088383427945 |
| 1991-04-01 | 81.5571155240038 |
| 1991-05-01 | 81.6748872721258 |
| 1991-06-01 | 81.7860601096150 |
| 1991-07-01 | 81.7294740578768 |
| 1991-08-01 | 80.9159936911628 |
| 1991-09-01 | 82.3249404104494 |
| 1991-10-01 | 82.6518285210867 |
| 1991-11-01 | 82.5321478341840 |
| 1991-12-01 | 83.2470838801681 |
| 1992-01-01 | 83.0971764953602 |
| 1992-02-01 | 83.1186172343230 |
| 1992-03-01 | 83.1841829588367 |
| 1992-04-01 | 83.2908645159073 |
| 1992-05-01 | 83.8636896209163 |
| 1992-06-01 | 84.1066061975018 |
| 1992-07-01 | 83.4730971553699 |
| 1992-08-01 | 83.6640510761403 |
| 1992-09-01 | 83.2167391603052 |
| 1992-10-01 | 83.2311494373360 |
| 1992-11-01 | 83.2380213396129 |
| 1992-12-01 | 82.7897345124117 |
| 1993-01-01 | 84.2772545170521 |
| 1993-02-01 | 84.0825479752092 |
| 1993-03-01 | 84.2167272293498 |
| 1993-04-01 | 84.0670513097037 |
| 1993-05-01 | 83.4403735875351 |
| 1993-06-01 | 83.4724085910520 |
| 1993-07-01 | 84.0852579546212 |
| 1993-08-01 | 84.5039857832025 |
| 1993-09-01 | 84.9449779491186 |
| 1993-10-01 | 85.5380629130067 |
| 1993-11-01 | 85.3044319694528 |
| 1993-12-01 | 85.2021095881428 |
| 1994-01-01 | 85.5975294620199 |
| 1994-02-01 | 85.6374229577731 |
| 1994-03-01 | 85.9660510101404 |
| 1994-04-01 | 87.4431985598273 |
| 1994-05-01 | 87.2264311056503 |
| 1994-06-01 | 86.8057695443349 |
| 1994-07-01 | 88.0089920415845 |
| 1994-08-01 | 87.6365739834667 |
| 1994-09-01 | 87.8902180491302 |
| 1994-10-01 | 87.5029860944648 |
| 1994-11-01 | 87.9865369179372 |
| 1994-12-01 | 87.7897975774061 |
| 1995-01-01 | 88.2910995038379 |
| 1995-02-01 | 88.3192324860527 |
| 1995-03-01 | 88.6840458440381 |
| 1995-04-01 | 88.3871330263600 |
| 1995-05-01 | 88.3020866667189 |
| 1995-06-01 | 88.4363658529742 |
| 1995-07-01 | 88.8527581874501 |
| 1995-08-01 | 89.7919284235476 |
| 1995-09-01 | 89.5839134721743 |
| 1995-10-01 | 89.6174957390927 |
| 1995-11-01 | 90.0748393042173 |
| 1995-12-01 | 90.1720294952592 |
| 1996-01-01 | 90.2485627758546 |
| 1996-02-01 | 90.2909713253210 |
| 1996-03-01 | 90.2718357455772 |
| 1996-04-01 | 89.9917021217310 |
| 1996-05-01 | 90.2187717556033 |
| 1996-06-01 | 91.1331635111021 |
| 1996-07-01 | 90.7543967367439 |
| 1996-08-01 | 90.6287717310574 |
| 1996-09-01 | 90.7783451475093 |
| 1996-10-01 | 91.1382301013859 |
| 1996-11-01 | 91.3508853400091 |
| 1996-12-01 | 91.4759024453003 |
| 1997-01-01 | 91.1191941417853 |
| 1997-02-01 | 91.2422624722556 |
| 1997-03-01 | 90.9410422998692 |
| 1997-04-01 | 91.3736392856977 |
| 1997-05-01 | 91.6423775694266 |
| 1997-06-01 | 92.0257150426715 |
| 1997-07-01 | 92.0885417941521 |
| 1997-08-01 | 92.0704525925530 |
| 1997-09-01 | 91.9685871150218 |
| 1997-10-01 | 92.3037005927532 |
| 1997-11-01 | 91.8705624470427 |
| 1997-12-01 | 92.4194242712237 |
| 1998-01-01 | 92.6903339371045 |
| 1998-02-01 | 92.8500508021792 |
| 1998-03-01 | 93.0723908411830 |
| 1998-04-01 | 93.1928089386804 |
| 1998-05-01 | 92.9182181385584 |
| 1998-06-01 | 93.4764896846943 |
| 1998-07-01 | 92.3600029170582 |
| 1998-08-01 | 91.6295310049002 |
| 1998-09-01 | 92.1454846637731 |
| 1998-10-01 | 94.0480104769490 |
| 1998-11-01 | 93.5550814144834 |
| 1998-12-01 | 93.6753742318020 |
| 1999-01-01 | 92.9943617609502 |
| 1999-02-01 | 92.9177027944040 |
| 1999-03-01 | 93.2265206914850 |
| 1999-04-01 | 95.8714053705298 |
| 1999-05-01 | 94.8299180840663 |
| 1999-06-01 | 96.2940367903945 |
| 1999-07-01 | 96.3743584604486 |
| 1999-08-01 | 96.4813886871961 |
| 1999-09-01 | 93.6270506978136 |
| 1999-10-01 | 95.9888935039351 |
| 1999-11-01 | 96.0238211883627 |
| 1999-12-01 | 95.5955728848809 |
| 2000-01-01 | 96.6028340754523 |
| 2000-02-01 | 96.9336864768724 |
| 2000-03-01 | 97.0971213181798 |
| 2000-04-01 | 97.2462511945718 |
| 2000-05-01 | 97.7805390407912 |
| 2000-06-01 | 97.9697332715695 |
| 2000-07-01 | 99.0380441759096 |
| 2000-08-01 | 99.4139100071327 |
| 2000-09-01 | 99.7812301808743 |
| 2000-10-01 | 99.2002421733825 |
| 2000-11-01 | 99.2914340508082 |
| 2000-12-01 | 99.1769989421146 |
| 2001-01-01 | 98.0851660712628 |
| 2001-02-01 | 98.0862182276760 |
| 2001-03-01 | 97.3008441582497 |
| 2001-04-01 | 97.3638046968996 |
| 2001-05-01 | 97.0046985047101 |
| 2001-06-01 | 97.5979669559618 |
| 2001-07-01 | 95.7251893167120 |
| 2001-08-01 | 95.5494411843962 |
| 2001-09-01 | 94.7824097790674 |
| 2001-10-01 | 98.1648335235759 |
| 2001-11-01 | 98.1064685990186 |
| 2001-12-01 | 98.0386837867213 |
| 2002-01-01 | 98.1469282045937 |
| 2002-02-01 | 98.0971952125757 |
| 2002-03-01 | 98.5308924882394 |
| 2002-04-01 | 98.5787166427701 |
| 2002-05-01 | 99.0141755531607 |
| 2002-06-01 | 100.0046561918290 |
| 2002-07-01 | 98.3321532439808 |
| 2002-08-01 | 98.1679378270218 |
| 2002-09-01 | 97.7453022711251 |
| 2002-10-01 | 98.2098911358139 |
| 2002-11-01 | 97.6725891386448 |
| 2002-12-01 | 97.7534292730034 |
| 2003-01-01 | 98.8011569648581 |
| 2003-02-01 | 98.1324926498846 |
| 2003-03-01 | 98.1614764615413 |
| 2003-04-01 | 98.7849585164443 |
| 2003-05-01 | 96.4251711265675 |
| 2003-06-01 | 97.3880812356173 |
| 2003-07-01 | 97.6471355035845 |
| 2003-08-01 | 98.0176955412416 |
| 2003-09-01 | 98.3683746857041 |
| 2003-10-01 | 98.5367644198771 |
| 2003-11-01 | 98.7748130870983 |
| 2003-12-01 | 97.8753947451339 |
| 2004-01-01 | 99.4273880666654 |
| 2004-02-01 | 98.7852350291731 |
| 2004-03-01 | 98.8554478568952 |
| 2004-04-01 | 98.6067577512554 |
| 2004-05-01 | 98.9642002909658 |
| 2004-06-01 | 98.5955340094060 |
| 2004-07-01 | 100.4088117118160 |
| 2004-08-01 | 99.2257452738715 |
| 2004-09-01 | 99.3669886896255 |
| 2004-10-01 | 99.1864077323573 |
| 2004-11-01 | 98.9534001682719 |
| 2004-12-01 | 98.7099504098805 |
| 2005-01-01 | 98.8817082920877 |
| 2005-02-01 | 99.4040836167867 |
| 2005-03-01 | 99.2274154950085 |
| 2005-04-01 | 100.7838683757740 |
| 2005-05-01 | 99.7727697396896 |
| 2005-06-01 | 99.6672364435073 |
| 2005-07-01 | 99.5732329102403 |
| 2005-08-01 | 99.3244950529531 |
| 2005-09-01 | 99.9806808787104 |
| 2005-10-01 | 99.6125091447575 |
| 2005-11-01 | 100.1324894987490 |
| 2005-12-01 | 100.1173648355600 |
| 2006-01-01 | 99.1877077958421 |
| 2006-02-01 | 99.7637462310854 |
| 2006-03-01 | 100.1007091749210 |
| 2006-04-01 | 100.2894374290660 |
| 2006-05-01 | 99.7234338070075 |
| 2006-06-01 | 99.6484713139676 |
| 2006-07-01 | 99.4364422996972 |
| 2006-08-01 | 99.7507184318325 |
| 2006-09-01 | 100.1742382605160 |
| 2006-10-01 | 100.2288827201870 |
| 2006-11-01 | 100.4149837485130 |
| 2006-12-01 | 100.5950769452430 |
| 2007-01-01 | 100.2826759465620 |
| 2007-02-01 | 101.0276219978480 |
| 2007-03-01 | 101.5242135503750 |
| 2007-04-01 | 100.7986054897160 |
| 2007-05-01 | 100.7761300357080 |
| 2007-06-01 | 101.1229506713070 |
| 2007-07-01 | 100.7218203147050 |
| 2007-08-01 | 100.5639627526580 |
| 2007-09-01 | 100.4308877034880 |
| 2007-10-01 | 100.2237708215220 |
| 2007-11-01 | 100.0403798023640 |
| 2007-12-01 | 100.4081875733640 |
| 2008-01-01 | 100.7652806147310 |
| 2008-02-01 | 100.3097122828720 |
| 2008-03-01 | 100.3530618869820 |
| 2008-04-01 | 100.2314821030570 |
| 2008-05-01 | 100.6411410736150 |
| 2008-06-01 | 100.4115417077970 |
| 2008-07-01 | 100.4381979754490 |
| 2008-08-01 | 100.6256762144840 |
| 2008-09-01 | 100.2747342458620 |
| 2008-10-01 | 100.5374644162930 |
| 2008-11-01 | 100.2952631168170 |
| 2008-12-01 | 99.6368616191879 |
| 2009-01-01 | 99.9642161321175 |
| 2009-02-01 | 99.4185866721597 |
| 2009-03-01 | 99.0589580596360 |
| 2009-04-01 | 98.7491062909207 |
| 2009-05-01 | 98.4565169070669 |
| 2009-06-01 | 98.8038642082574 |
| 2009-07-01 | 98.6532503710158 |
| 2009-08-01 | 98.0090508771932 |
| 2009-09-01 | 96.2675837464439 |
| 2009-10-01 | 98.1814412523949 |
| 2009-11-01 | 97.9580794366813 |
| 2009-12-01 | 97.9218957121710 |
| 2010-01-01 | 97.7430279111838 |
| 2010-02-01 | 97.4720045108524 |
| 2010-03-01 | 97.3002012705719 |
| 2010-04-01 | 97.7449262020753 |
| 2010-05-01 | 97.4277887496867 |
| 2010-06-01 | 97.4570552491863 |
| 2010-07-01 | 97.4141470762840 |
| 2010-08-01 | 97.6212516966172 |
| 2010-09-01 | 95.7946065931531 |
| 2010-10-01 | 96.9524117967512 |
| 2010-11-01 | 97.0154975720650 |
| 2010-12-01 | 97.1889532275965 |
| 2011-01-01 | 97.3963117336876 |
| 2011-02-01 | 97.0122299362183 |
| 2011-03-01 | 97.2988592722703 |
| 2011-04-01 | 97.3021903808931 |
| 2011-05-01 | 96.4146322815134 |
| 2011-06-01 | 97.8520810331714 |
| 2011-07-01 | 97.9529845429201 |
| 2011-08-01 | 97.6329246558272 |
| 2011-09-01 | 97.9223539408540 |
| 2011-10-01 | 97.8548451347383 |
| 2011-11-01 | 97.6983911690312 |
| 2011-12-01 | 96.0534148249003 |
| 2012-01-01 | 97.3642791951401 |
| 2012-02-01 | 97.4765867661313 |
| 2012-03-01 | 97.4579629828428 |
| 2012-04-01 | 97.4607178222667 |
| 2012-05-01 | 97.1609068273222 |
| 2012-06-01 | 96.9290612944407 |
| 2012-07-01 | 97.0514030839686 |
| 2012-08-01 | 97.2196406102846 |
| 2012-09-01 | 97.0752267275244 |
| 2012-10-01 | 96.5410424962088 |
| 2012-11-01 | 96.8020195616941 |
| 2012-12-01 | 95.8090340362719 |
| 2013-01-01 | 96.2879742498488 |
| 2013-02-01 | 97.5074396654069 |
| 2013-03-01 | 97.2298618944597 |
| 2013-04-01 | 97.0072940128356 |
| 2013-05-01 | 96.9525101115928 |
| 2013-06-01 | 96.7875307215403 |
| 2013-07-01 | 97.2075988342380 |
| 2013-08-01 | 97.8402132290951 |
| 2013-09-01 | 98.2866353379729 |
| 2013-10-01 | 98.4437737895906 |
| 2013-11-01 | 98.6012556393582 |
| 2013-12-01 | 98.5899730018500 |
| 2014-01-01 | 98.3134376649170 |
| 2014-02-01 | 98.1881728368608 |
| 2014-03-01 | 98.3888850846107 |
| 2014-04-01 | 98.3737716263559 |
| 2014-05-01 | 99.0472066357689 |
| 2014-06-01 | 99.4196749233257 |
| 2014-07-01 | 99.2205877436364 |
| 2014-08-01 | 98.9264842090347 |
| 2014-09-01 | 98.6514479473178 |
| 2014-10-01 | 98.8004223143922 |
| 2014-11-01 | 98.5566111168022 |
| 2014-12-01 | 98.9667399842603 |
| 2015-01-01 | 99.0635884722989 |
| 2015-02-01 | 99.2869669901915 |
| 2015-03-01 | 99.2050015935451 |
| 2015-04-01 | 99.5602297605072 |
| 2015-05-01 | 99.3345590321564 |
| 2015-06-01 | 99.4764923286354 |
| 2015-07-01 | 99.7451714984785 |
| 2015-08-01 | 99.7223941053827 |
| 2015-09-01 | 99.1581890956486 |
| 2015-10-01 | 100.6890197633010 |
| 2015-11-01 | 100.2904632579000 |
| 2015-12-01 | 100.6605351224740 |
| 2016-01-01 | 100.8407739196540 |
| 2016-02-01 | 101.1118992829010 |
| 2016-03-01 | 101.3057654394130 |
| 2016-04-01 | 101.8723622995360 |
| 2016-05-01 | 101.8350616870380 |
| 2016-06-01 | 101.1302292148350 |
| 2016-07-01 | 102.2760763957060 |
| 2016-08-01 | 102.4041581594760 |
| 2016-09-01 | 102.7504372031050 |
| 2016-10-01 | 102.5652832065300 |
| 2016-11-01 | 102.7888592698180 |
| 2016-12-01 | 102.1877135944520 |
| 2017-01-01 | 103.3162966387950 |
| 2017-02-01 | 103.3679945592810 |
| 2017-03-01 | 103.0558782178980 |
| 2017-04-01 | 102.6071615092380 |
| 2017-05-01 | 102.8317825233140 |
| 2017-06-01 | 102.6643901744090 |
| 2017-07-01 | 102.6658665943200 |
| 2017-08-01 | 102.9922073863130 |
| 2017-09-01 | 103.0981685486110 |
| 2017-10-01 | 103.8063942980120 |
| 2017-11-01 | 103.8876826704210 |
| 2017-12-01 | 104.0696774374280 |
| 2018-01-01 | 104.1515332530930 |
| 2018-02-01 | 104.4327644122730 |
| 2018-03-01 | 104.2606340675460 |
| 2018-04-01 | 104.5898717535200 |
| 2018-05-01 | 104.5046747490440 |
| 2018-06-01 | 105.0093533732080 |
| 2018-07-01 | 104.7102827044940 |
| 2018-08-01 | 104.5949785997210 |
| 2018-09-01 | 104.9262587492110 |
| 2018-10-01 | 104.9602898248820 |
| 2018-11-01 | 105.2328271678350 |
| 2018-12-01 | 105.1617313100190 |
| 2019-01-01 | 105.2475633823950 |
| 2019-02-01 | 104.6369797619810 |
| 2019-03-01 | 105.4199539661180 |
| 2019-04-01 | 105.1690203549880 |
| 2019-05-01 | 105.0309435136780 |
| 2019-06-01 | 104.6668869176290 |
| 2019-07-01 | 104.7374545734570 |
| 2019-08-01 | 104.8960297111200 |
| 2019-09-01 | 105.0492427263400 |
| 2019-10-01 | 105.2747616387570 |
| 2019-11-01 | 105.4758794809850 |
| 2019-12-01 | 105.5898016980330 |
| 2020-01-01 | 106.0836192551110 |
| 2020-02-01 | 106.2680554454040 |
| 2020-03-01 | 105.8138123896720 |
| 2020-04-01 | 83.9955883081930 |
| 2020-05-01 | 86.4226438303296 |
| 2020-06-01 | 90.3138740475859 |
| 2020-07-01 | 93.9110695677180 |
| 2020-08-01 | 94.7238721553312 |
| 2020-09-01 | 94.6969842613715 |
| 2020-10-01 | 95.5900792571228 |
| 2020-11-01 | 95.1971493372312 |
| 2020-12-01 | 93.4323046571605 |
| 2021-01-01 | 94.4093062608109 |
| 2021-02-01 | 95.8032797072510 |
| 2021-03-01 | 96.2195796707879 |
| 2021-04-01 | 95.7555965088110 |
| 2021-05-01 | 96.4080865910251 |
| 2021-06-01 | 96.8295347294381 |
| 2021-07-01 | 98.4605192757053 |
| 2021-08-01 | 98.0991087356393 |
| 2021-09-01 | 97.1590977859520 |
| 2021-10-01 | 98.5969313635728 |
| 2021-11-01 | 99.0678141921934 |
| 2021-12-01 | 99.9025364231981 |
| 2022-01-01 | 99.9144326866736 |
| 2022-02-01 | 100.1157708651720 |
| 2022-03-01 | 100.1591023376690 |
| 2022-04-01 | 100.6955745431280 |
| 2022-05-01 | 100.8078211057230 |
| 2022-06-01 | 100.7612139074060 |
| 2022-07-01 | 100.7665133191920 |
| 2022-08-01 | 99.9074655422816 |
| 2022-09-01 | 100.2522634229210 |
| 2022-10-01 | 99.9553703692228 |
| 2022-11-01 | 100.0435314405820 |
| 2022-12-01 | 100.2215106850200 |
| 2023-01-01 | 100.4663845732950 |
| 2023-02-01 | 100.7313326044880 |
| 2023-03-01 | 101.2458569120490 |
| 2023-04-01 | 101.2997247007790 |
| 2023-05-01 | 101.9370697774970 |
| 2023-06-01 | 101.4170609214680 |
| 2023-07-01 | 101.5078085337700 |
| 2023-08-01 | 101.5544681265830 |
| 2023-09-01 | 101.6350519402810 |
| 2023-10-01 | 101.8795852432400 |
| 2023-11-01 | 102.0811312643980 |
| 2023-12-01 | 101.9106745623840 |
| 2024-01-01 | 102.2041682209840 |
| 2024-02-01 | 102.1499799437580 |
| 2024-03-01 | 102.5112970645150 |
| 2024-04-01 | 102.5118350098370 |
| 2024-05-01 | 102.6939404911450 |
| 2024-06-01 | 103.0458994986860 |
| 2024-07-01 | 103.2123365757250 |
| 2024-08-01 | 103.3806664164630 |
| 2024-09-01 | 103.5029265706930 |
| 2024-10-01 | 103.9728307176550 |
| 2024-11-01 | 103.7550923919790 |
| 2024-12-01 | 103.9527871421360 |
| 2025-01-01 | 104.4304838631840 |
| 2025-02-01 | 104.5664610905390 |
| 2025-03-01 | 104.3249823136420 |
| 2025-04-01 | 104.4575693045250 |
| 2025-05-01 | 104.2769340335360 |
| 2025-06-01 | 104.4255811450900 |
| 2025-07-01 | 104.0297759760820 |
| 2025-08-01 | 104.5691230588880 |
| 2025-09-01 | 103.9413155499840 |
| 2025-10-01 | 103.7500253688010 |
| 2025-11-01 | 103.6864360597290 |
| 2025-12-01 | 103.7808706388350 |
| 2026-01-01 | 103.6983843926220 |
| 2026-02-01 | 103.4556255745800 |
| 2026-03-01 | 103.4337945075590 |
| 2026-04-01 | 103.6493979418480 |
| 2026-05-01 | 103.6779198319810 |