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 2026-09-01 |
| Last Updated | 2026-10-20 10:29 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 | 79.0665023956 |
| 1990-02-01 | 79.4780816740 |
| 1990-03-01 | 79.7088841210 |
| 1990-04-01 | 80.6583459446 |
| 1990-05-01 | 81.1368380684 |
| 1990-06-01 | 81.5175833703 |
| 1990-07-01 | 82.5754506894 |
| 1990-08-01 | 81.2291939061 |
| 1990-09-01 | 81.4344125105 |
| 1990-10-01 | 81.0554750590 |
| 1990-11-01 | 81.2840533284 |
| 1990-12-01 | 80.8533028651 |
| 1991-01-01 | 81.0374451762 |
| 1991-02-01 | 81.4926126567 |
| 1991-03-01 | 81.7088393788 |
| 1991-04-01 | 81.5571157884 |
| 1991-05-01 | 81.6748876055 |
| 1991-06-01 | 81.7860517317 |
| 1991-07-01 | 81.7294740680 |
| 1991-08-01 | 80.9159939684 |
| 1991-09-01 | 82.3249409974 |
| 1991-10-01 | 82.6518292518 |
| 1991-11-01 | 82.5321492080 |
| 1991-12-01 | 83.2470857986 |
| 1992-01-01 | 83.0971776485 |
| 1992-02-01 | 83.1186189862 |
| 1992-03-01 | 83.1841843691 |
| 1992-04-01 | 83.2908646316 |
| 1992-05-01 | 83.8636901716 |
| 1992-06-01 | 84.1065943952 |
| 1992-07-01 | 83.4730974483 |
| 1992-08-01 | 83.6640512067 |
| 1992-09-01 | 83.2167401005 |
| 1992-10-01 | 83.2311505275 |
| 1992-11-01 | 83.2380231722 |
| 1992-12-01 | 82.7897371019 |
| 1993-01-01 | 84.2772568462 |
| 1993-02-01 | 84.0825510980 |
| 1993-03-01 | 84.2167302849 |
| 1993-04-01 | 84.0670493783 |
| 1993-05-01 | 83.4403759022 |
| 1993-06-01 | 83.4723872962 |
| 1993-07-01 | 84.0852594480 |
| 1993-08-01 | 84.5039864530 |
| 1993-09-01 | 84.9449799793 |
| 1993-10-01 | 85.5380653662 |
| 1993-11-01 | 85.3044354814 |
| 1993-12-01 | 85.2021139488 |
| 1994-01-01 | 85.5975334413 |
| 1994-02-01 | 85.6374274031 |
| 1994-03-01 | 85.9660545375 |
| 1994-04-01 | 87.4431927479 |
| 1994-05-01 | 87.2264324158 |
| 1994-06-01 | 86.8057402195 |
| 1994-07-01 | 88.0089935157 |
| 1994-08-01 | 87.6365755016 |
| 1994-09-01 | 87.8902228630 |
| 1994-10-01 | 87.5029921975 |
| 1994-11-01 | 87.9865440153 |
| 1994-12-01 | 87.7898045472 |
| 1995-01-01 | 88.2911048615 |
| 1995-02-01 | 88.3192370070 |
| 1995-03-01 | 88.6840481158 |
| 1995-04-01 | 88.3871216921 |
| 1995-05-01 | 88.3020864102 |
| 1995-06-01 | 88.4363249526 |
| 1995-07-01 | 88.8527613703 |
| 1995-08-01 | 89.7919202335 |
| 1995-09-01 | 89.5839323945 |
| 1995-10-01 | 89.6175068002 |
| 1995-11-01 | 90.0748575805 |
| 1995-12-01 | 90.1720497953 |
| 1996-01-01 | 90.2485632376 |
| 1996-02-01 | 90.2909715299 |
| 1996-03-01 | 90.2718316180 |
| 1996-04-01 | 89.9916867569 |
| 1996-05-01 | 90.2187629711 |
| 1996-06-01 | 91.1331098632 |
| 1996-07-01 | 90.7543834930 |
| 1996-08-01 | 90.6287328748 |
| 1996-09-01 | 90.7784478169 |
| 1996-10-01 | 91.1382334736 |
| 1996-11-01 | 91.3509100273 |
| 1996-12-01 | 91.4759267186 |
| 1997-01-01 | 91.1191948247 |
| 1997-02-01 | 91.2422623308 |
| 1997-03-01 | 90.9410352177 |
| 1997-04-01 | 91.3736211577 |
| 1997-05-01 | 91.6423563920 |
| 1997-06-01 | 92.0256392470 |
| 1997-07-01 | 92.0885016423 |
| 1997-08-01 | 92.0703753892 |
| 1997-09-01 | 91.9687706795 |
| 1997-10-01 | 92.3037007287 |
| 1997-11-01 | 91.8706046632 |
| 1997-12-01 | 92.4194666988 |
| 1998-01-01 | 92.6903262043 |
| 1998-02-01 | 92.8500620032 |
| 1998-03-01 | 93.0723916728 |
| 1998-04-01 | 93.1927983842 |
| 1998-05-01 | 92.9181827951 |
| 1998-06-01 | 93.4764068413 |
| 1998-07-01 | 92.3599065399 |
| 1998-08-01 | 91.6293692638 |
| 1998-09-01 | 92.1456399855 |
| 1998-10-01 | 94.0481028453 |
| 1998-11-01 | 93.5551883807 |
| 1998-12-01 | 93.6754474168 |
| 1999-01-01 | 92.9943566045 |
| 1999-02-01 | 92.9177255114 |
| 1999-03-01 | 93.2265233778 |
| 1999-04-01 | 95.8713900729 |
| 1999-05-01 | 94.8298606611 |
| 1999-06-01 | 96.2939683812 |
| 1999-07-01 | 96.3742062155 |
| 1999-08-01 | 96.4811485954 |
| 1999-09-01 | 93.6270999543 |
| 1999-10-01 | 95.9890907680 |
| 1999-11-01 | 96.0240043899 |
| 1999-12-01 | 95.5956969796 |
| 2000-01-01 | 96.6028373288 |
| 2000-02-01 | 96.9337240260 |
| 2000-03-01 | 97.0971260515 |
| 2000-04-01 | 97.2462282698 |
| 2000-05-01 | 97.7804599262 |
| 2000-06-01 | 97.9696877456 |
| 2000-07-01 | 99.0378388758 |
| 2000-08-01 | 99.4136044901 |
| 2000-09-01 | 99.7811608728 |
| 2000-10-01 | 99.2005374122 |
| 2000-11-01 | 99.2916764261 |
| 2000-12-01 | 99.1771554164 |
| 2001-01-01 | 98.0851990587 |
| 2001-02-01 | 98.0862638292 |
| 2001-03-01 | 97.3008433435 |
| 2001-04-01 | 97.3637629941 |
| 2001-05-01 | 97.0046027788 |
| 2001-06-01 | 97.5979466892 |
| 2001-07-01 | 95.7249677405 |
| 2001-08-01 | 95.5491482911 |
| 2001-09-01 | 94.7822499037 |
| 2001-10-01 | 98.1651419557 |
| 2001-11-01 | 98.1067189144 |
| 2001-12-01 | 98.0388575237 |
| 2002-01-01 | 98.1469802136 |
| 2002-02-01 | 98.0972485027 |
| 2002-03-01 | 98.5308941612 |
| 2002-04-01 | 98.5786665836 |
| 2002-05-01 | 99.0140833940 |
| 2002-06-01 | 100.0046585205 |
| 2002-07-01 | 98.3319436641 |
| 2002-08-01 | 98.1676790013 |
| 2002-09-01 | 97.7450599553 |
| 2002-10-01 | 98.2102045285 |
| 2002-11-01 | 97.6728258596 |
| 2002-12-01 | 97.7535925576 |
| 2003-01-01 | 98.8012269302 |
| 2003-02-01 | 98.1325344626 |
| 2003-03-01 | 98.1614673469 |
| 2003-04-01 | 98.7848947382 |
| 2003-05-01 | 96.4250894340 |
| 2003-06-01 | 97.3881036297 |
| 2003-07-01 | 97.6469732355 |
| 2003-08-01 | 98.0175214799 |
| 2003-09-01 | 98.3681603688 |
| 2003-10-01 | 98.5369849154 |
| 2003-11-01 | 98.7749839323 |
| 2003-12-01 | 97.8755262387 |
| 2004-01-01 | 99.4274574062 |
| 2004-02-01 | 98.7852646698 |
| 2004-03-01 | 98.8554367762 |
| 2004-04-01 | 98.6066972190 |
| 2004-05-01 | 98.9641419811 |
| 2004-06-01 | 98.5955508152 |
| 2004-07-01 | 100.4087052785 |
| 2004-08-01 | 99.2256485189 |
| 2004-09-01 | 99.3668774923 |
| 2004-10-01 | 99.1865194142 |
| 2004-11-01 | 98.9534907738 |
| 2004-12-01 | 98.7100277803 |
| 2005-01-01 | 98.8817736303 |
| 2005-02-01 | 99.4040975489 |
| 2005-03-01 | 99.2274026357 |
| 2005-04-01 | 100.7838182391 |
| 2005-05-01 | 99.7727343273 |
| 2005-06-01 | 99.6672432360 |
| 2005-07-01 | 99.5731777188 |
| 2005-08-01 | 99.3244733948 |
| 2005-09-01 | 99.9806740596 |
| 2005-10-01 | 99.6125177736 |
| 2005-11-01 | 100.1325093910 |
| 2005-12-01 | 100.1173959225 |
| 2006-01-01 | 99.1877512905 |
| 2006-02-01 | 99.7637555399 |
| 2006-03-01 | 100.1007069860 |
| 2006-04-01 | 100.2894094803 |
| 2006-05-01 | 99.7234225479 |
| 2006-06-01 | 99.6484698690 |
| 2006-07-01 | 99.4364189515 |
| 2006-08-01 | 99.7507143551 |
| 2006-09-01 | 100.1742378379 |
| 2006-10-01 | 100.2288853739 |
| 2006-11-01 | 100.4149884861 |
| 2006-12-01 | 100.5950857377 |
| 2007-01-01 | 100.2827028097 |
| 2007-02-01 | 101.0276228652 |
| 2007-03-01 | 101.5242109189 |
| 2007-04-01 | 100.7985884205 |
| 2007-05-01 | 100.7761271679 |
| 2007-06-01 | 101.1229528986 |
| 2007-07-01 | 100.7218114857 |
| 2007-08-01 | 100.5639627919 |
| 2007-09-01 | 100.4308887380 |
| 2007-10-01 | 100.2237715624 |
| 2007-11-01 | 100.0403801175 |
| 2007-12-01 | 100.4081878109 |
| 2008-01-01 | 100.7652966281 |
| 2008-02-01 | 100.3097116614 |
| 2008-03-01 | 100.3530602446 |
| 2008-04-01 | 100.2314730889 |
| 2008-05-01 | 100.6411401276 |
| 2008-06-01 | 100.4115410470 |
| 2008-07-01 | 100.4381970650 |
| 2008-08-01 | 100.6256754940 |
| 2008-09-01 | 100.2747350533 |
| 2008-10-01 | 100.5374648829 |
| 2008-11-01 | 100.2952629339 |
| 2008-12-01 | 99.6368603780 |
| 2009-01-01 | 99.9642280004 |
| 2009-02-01 | 99.4185847423 |
| 2009-03-01 | 99.0589555149 |
| 2009-04-01 | 98.7491023445 |
| 2009-05-01 | 98.4565155618 |
| 2009-06-01 | 98.8038635869 |
| 2009-07-01 | 98.6532499014 |
| 2009-08-01 | 98.0090505291 |
| 2009-09-01 | 96.2675858397 |
| 2009-10-01 | 98.1814432587 |
| 2009-11-01 | 97.9580812697 |
| 2009-12-01 | 97.9218949872 |
| 2010-01-01 | 97.7430325395 |
| 2010-02-01 | 97.4719958081 |
| 2010-03-01 | 97.3002014504 |
| 2010-04-01 | 97.7449261101 |
| 2010-05-01 | 97.4277881916 |
| 2010-06-01 | 97.4570549960 |
| 2010-07-01 | 97.4141468881 |
| 2010-08-01 | 97.6212519366 |
| 2010-09-01 | 95.7946098930 |
| 2010-10-01 | 96.9524157150 |
| 2010-11-01 | 97.0155018837 |
| 2010-12-01 | 97.1889534108 |
| 2011-01-01 | 97.3963117645 |
| 2011-02-01 | 97.0122131496 |
| 2011-03-01 | 97.2988598014 |
| 2011-04-01 | 97.3021891325 |
| 2011-05-01 | 96.4146306981 |
| 2011-06-01 | 97.8520719507 |
| 2011-07-01 | 97.9529904594 |
| 2011-08-01 | 97.6329364729 |
| 2011-09-01 | 97.9223715079 |
| 2011-10-01 | 97.8548606892 |
| 2011-11-01 | 97.6983998790 |
| 2011-12-01 | 96.0534088131 |
| 2012-01-01 | 97.3642599584 |
| 2012-02-01 | 97.4765450817 |
| 2012-03-01 | 97.4579501187 |
| 2012-04-01 | 97.4607088588 |
| 2012-05-01 | 97.1609058359 |
| 2012-06-01 | 96.9290528933 |
| 2012-07-01 | 97.0514315104 |
| 2012-08-01 | 97.2196860031 |
| 2012-09-01 | 97.0752714196 |
| 2012-10-01 | 96.5410972084 |
| 2012-11-01 | 96.8020278984 |
| 2012-12-01 | 95.8090010548 |
| 2013-01-01 | 96.2879093707 |
| 2013-02-01 | 97.5073482539 |
| 2013-03-01 | 97.2298093096 |
| 2013-04-01 | 97.0072636393 |
| 2013-05-01 | 96.9525060281 |
| 2013-06-01 | 96.7875283332 |
| 2013-07-01 | 97.2076578330 |
| 2013-08-01 | 97.8403231448 |
| 2013-09-01 | 98.2867586086 |
| 2013-10-01 | 98.4439420414 |
| 2013-11-01 | 98.6013739413 |
| 2013-12-01 | 98.5899948605 |
| 2014-01-01 | 98.3130342821 |
| 2014-02-01 | 98.1877068874 |
| 2014-03-01 | 98.3889218992 |
| 2014-04-01 | 98.3738141993 |
| 2014-05-01 | 99.0472646943 |
| 2014-06-01 | 99.4197367523 |
| 2014-07-01 | 99.2207054262 |
| 2014-08-01 | 98.9266615379 |
| 2014-09-01 | 98.6516295540 |
| 2014-10-01 | 98.8006736941 |
| 2014-11-01 | 98.5568064418 |
| 2014-12-01 | 98.9667964273 |
| 2015-01-01 | 99.0628490450 |
| 2015-02-01 | 99.2861586107 |
| 2015-03-01 | 99.2051743524 |
| 2015-04-01 | 99.5604119111 |
| 2015-05-01 | 99.3347461751 |
| 2015-06-01 | 99.4766481776 |
| 2015-07-01 | 99.7452927677 |
| 2015-08-01 | 99.7225151574 |
| 2015-09-01 | 99.1582353998 |
| 2015-10-01 | 100.6891160424 |
| 2015-11-01 | 100.2906473114 |
| 2015-12-01 | 100.6608030282 |
| 2016-01-01 | 100.8401584027 |
| 2016-02-01 | 101.1101866672 |
| 2016-03-01 | 101.3067034241 |
| 2016-04-01 | 101.8731360633 |
| 2016-05-01 | 101.8355629175 |
| 2016-06-01 | 101.1304159053 |
| 2016-07-01 | 102.2759499791 |
| 2016-08-01 | 102.4038555981 |
| 2016-09-01 | 102.7498180358 |
| 2016-10-01 | 102.5646476599 |
| 2016-11-01 | 102.7885671114 |
| 2016-12-01 | 102.1879507170 |
| 2017-01-01 | 103.3161507139 |
| 2017-02-01 | 103.3659643847 |
| 2017-03-01 | 103.0613154308 |
| 2017-04-01 | 102.6076863390 |
| 2017-05-01 | 102.8317802307 |
| 2017-06-01 | 102.6635303428 |
| 2017-07-01 | 102.6655026758 |
| 2017-08-01 | 102.9914383350 |
| 2017-09-01 | 103.0966508526 |
| 2017-10-01 | 103.8039454185 |
| 2017-11-01 | 103.8859611138 |
| 2017-12-01 | 104.0689110873 |
| 2018-01-01 | 104.1535079480 |
| 2018-02-01 | 104.4277428055 |
| 2018-03-01 | 104.2808329493 |
| 2018-04-01 | 104.5875378797 |
| 2018-05-01 | 104.5022027912 |
| 2018-06-01 | 105.0062043918 |
| 2018-07-01 | 104.7087881215 |
| 2018-08-01 | 104.5934227746 |
| 2018-09-01 | 104.9233449581 |
| 2018-10-01 | 104.9563023607 |
| 2018-11-01 | 105.2298086572 |
| 2018-12-01 | 105.1600399440 |
| 2019-01-01 | 105.2520395163 |
| 2019-02-01 | 104.6305056410 |
| 2019-03-01 | 105.4547032967 |
| 2019-04-01 | 105.1635329346 |
| 2019-05-01 | 105.0256452112 |
| 2019-06-01 | 104.6610653803 |
| 2019-07-01 | 104.7345237640 |
| 2019-08-01 | 104.8935547988 |
| 2019-09-01 | 105.0451114613 |
| 2019-10-01 | 105.2696193007 |
| 2019-11-01 | 105.4719889014 |
| 2019-12-01 | 105.5876144925 |
| 2020-01-01 | 106.0909496039 |
| 2020-02-01 | 106.2604177318 |
| 2020-03-01 | 105.8598794595 |
| 2020-04-01 | 83.9882778627 |
| 2020-05-01 | 86.4129619340 |
| 2020-06-01 | 90.3065809211 |
| 2020-07-01 | 93.9066195065 |
| 2020-08-01 | 94.7203363066 |
| 2020-09-01 | 94.6917905175 |
| 2020-10-01 | 95.5850814246 |
| 2020-11-01 | 95.1937662132 |
| 2020-12-01 | 93.4311862199 |
| 2021-01-01 | 94.4185049899 |
| 2021-02-01 | 95.7987533759 |
| 2021-03-01 | 96.2664735753 |
| 2021-04-01 | 95.7480243854 |
| 2021-05-01 | 96.3942958258 |
| 2021-06-01 | 96.8201838257 |
| 2021-07-01 | 98.4540461233 |
| 2021-08-01 | 98.0942946533 |
| 2021-09-01 | 97.1540306804 |
| 2021-10-01 | 98.5935724832 |
| 2021-11-01 | 99.0670827970 |
| 2021-12-01 | 99.9047498037 |
| 2022-01-01 | 99.9271225805 |
| 2022-02-01 | 100.1151330267 |
| 2022-03-01 | 100.2031202550 |
| 2022-04-01 | 100.6870007305 |
| 2022-05-01 | 100.7879436888 |
| 2022-06-01 | 100.7479112528 |
| 2022-07-01 | 100.7531603470 |
| 2022-08-01 | 99.8991569597 |
| 2022-09-01 | 100.2485764905 |
| 2022-10-01 | 99.9569521485 |
| 2022-11-01 | 100.0491236710 |
| 2022-12-01 | 100.2314420430 |
| 2023-01-01 | 100.4852948947 |
| 2023-02-01 | 100.7417552274 |
| 2023-03-01 | 101.2808954303 |
| 2023-04-01 | 101.2965014333 |
| 2023-05-01 | 101.9183721731 |
| 2023-06-01 | 101.3690628756 |
| 2023-07-01 | 101.4686609564 |
| 2023-08-01 | 101.5448674000 |
| 2023-09-01 | 101.6524728193 |
| 2023-10-01 | 101.8927406468 |
| 2023-11-01 | 102.0971779194 |
| 2023-12-01 | 101.9304265291 |
| 2024-01-01 | 102.2296034838 |
| 2024-02-01 | 102.1700697106 |
| 2024-03-01 | 102.5372227213 |
| 2024-04-01 | 102.5142081888 |
| 2024-05-01 | 102.6787755408 |
| 2024-06-01 | 102.9678156518 |
| 2024-07-01 | 103.1359837949 |
| 2024-08-01 | 103.3623511197 |
| 2024-09-01 | 103.5406176943 |
| 2024-10-01 | 103.9996801192 |
| 2024-11-01 | 103.7827424257 |
| 2024-12-01 | 103.9835571836 |
| 2025-01-01 | 104.4637407926 |
| 2025-02-01 | 104.5971778174 |
| 2025-03-01 | 104.3463657726 |
| 2025-04-01 | 104.4661833520 |
| 2025-05-01 | 104.2697815366 |
| 2025-06-01 | 104.3100851993 |
| 2025-07-01 | 103.9126016862 |
| 2025-08-01 | 104.5413398938 |
| 2025-09-01 | 104.0036212732 |
| 2025-10-01 | 103.7905578393 |
| 2025-11-01 | 103.7246695236 |
| 2025-12-01 | 103.8201396234 |
| 2026-01-01 | 103.7375604917 |
| 2026-02-01 | 103.4899906946 |
| 2026-03-01 | 103.4568671660 |
| 2026-04-01 | 103.6582327520 |
| 2026-05-01 | 103.6751085534 |
| 2026-06-01 | 103.8956128980 |
| 2026-07-01 | 103.9119949678 |
| 2026-08-01 | 103.7956769835 |
| 2026-09-01 | 103.5290841946 |