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 2026-08-01 |
| Last Updated | 2026-09-18 11:18 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 | 79.0665016498 |
| 1990-02-01 | 79.4780805558 |
| 1990-03-01 | 79.7088834102 |
| 1990-04-01 | 80.6583458115 |
| 1990-05-01 | 81.1368384744 |
| 1990-06-01 | 81.5175897457 |
| 1990-07-01 | 82.5754514094 |
| 1990-08-01 | 81.2291941394 |
| 1990-09-01 | 81.4344121939 |
| 1990-10-01 | 81.0554743351 |
| 1990-11-01 | 81.2840518230 |
| 1990-12-01 | 80.8533006465 |
| 1991-01-01 | 81.0374440743 |
| 1991-02-01 | 81.4926110383 |
| 1991-03-01 | 81.7088380967 |
| 1991-04-01 | 81.5571159028 |
| 1991-05-01 | 81.6748872621 |
| 1991-06-01 | 81.7860617701 |
| 1991-07-01 | 81.7294745258 |
| 1991-08-01 | 80.9159936741 |
| 1991-09-01 | 82.3249402767 |
| 1991-10-01 | 82.6518282083 |
| 1991-11-01 | 82.5321472764 |
| 1991-12-01 | 83.2470830976 |
| 1992-01-01 | 83.0971759377 |
| 1992-02-01 | 83.1186167474 |
| 1992-03-01 | 83.1841826478 |
| 1992-04-01 | 83.2908653976 |
| 1992-05-01 | 83.8636895927 |
| 1992-06-01 | 84.1066085108 |
| 1992-07-01 | 83.4730977871 |
| 1992-08-01 | 83.6640515423 |
| 1992-09-01 | 83.2167387305 |
| 1992-10-01 | 83.2311487332 |
| 1992-11-01 | 83.2380202928 |
| 1992-12-01 | 82.7897332220 |
| 1993-01-01 | 84.2772532934 |
| 1993-02-01 | 84.0825467618 |
| 1993-03-01 | 84.2167261483 |
| 1993-04-01 | 84.0670561131 |
| 1993-05-01 | 83.4403727342 |
| 1993-06-01 | 83.4724126411 |
| 1993-07-01 | 84.0852581879 |
| 1993-08-01 | 84.5039863336 |
| 1993-09-01 | 84.9449768953 |
| 1993-10-01 | 85.5380615187 |
| 1993-11-01 | 85.3044300548 |
| 1993-12-01 | 85.2021072821 |
| 1994-01-01 | 85.5975271519 |
| 1994-02-01 | 85.6374208298 |
| 1994-03-01 | 85.9660495035 |
| 1994-04-01 | 87.4432077089 |
| 1994-05-01 | 87.2264307220 |
| 1994-06-01 | 86.8057757172 |
| 1994-07-01 | 88.0089923395 |
| 1994-08-01 | 87.6365749012 |
| 1994-09-01 | 87.8902162034 |
| 1994-10-01 | 87.5029834711 |
| 1994-11-01 | 87.9865332999 |
| 1994-12-01 | 87.7897931960 |
| 1995-01-01 | 88.2910948988 |
| 1995-02-01 | 88.3192283678 |
| 1995-03-01 | 88.6840437787 |
| 1995-04-01 | 88.3871476163 |
| 1995-05-01 | 88.3020888961 |
| 1995-06-01 | 88.4363760382 |
| 1995-07-01 | 88.8527628430 |
| 1995-08-01 | 89.7919306428 |
| 1995-09-01 | 89.5838984083 |
| 1995-10-01 | 89.6174960062 |
| 1995-11-01 | 90.0748369876 |
| 1995-12-01 | 90.1720258268 |
| 1996-01-01 | 90.2485538305 |
| 1996-02-01 | 90.2909599028 |
| 1996-03-01 | 90.2718231579 |
| 1996-04-01 | 89.9917322728 |
| 1996-05-01 | 90.2187786854 |
| 1996-06-01 | 91.1331803804 |
| 1996-07-01 | 90.7544078206 |
| 1996-08-01 | 90.6287761802 |
| 1996-09-01 | 90.7783097256 |
| 1996-10-01 | 91.1382337124 |
| 1996-11-01 | 91.3508853600 |
| 1996-12-01 | 91.4758998626 |
| 1997-01-01 | 91.1191818747 |
| 1997-02-01 | 91.2422445296 |
| 1997-03-01 | 90.9410194592 |
| 1997-04-01 | 91.3736846495 |
| 1997-05-01 | 91.6423883782 |
| 1997-06-01 | 92.0257373942 |
| 1997-07-01 | 92.0885577693 |
| 1997-08-01 | 92.0704572720 |
| 1997-09-01 | 91.9685308435 |
| 1997-10-01 | 92.3037084626 |
| 1997-11-01 | 91.8705672662 |
| 1997-12-01 | 92.4194261626 |
| 1998-01-01 | 92.6903181503 |
| 1998-02-01 | 92.8500299687 |
| 1998-03-01 | 93.0723604488 |
| 1998-04-01 | 93.1928662317 |
| 1998-05-01 | 92.9182315389 |
| 1998-06-01 | 93.4765174183 |
| 1998-07-01 | 92.3600157525 |
| 1998-08-01 | 91.6295253136 |
| 1998-09-01 | 92.1454043258 |
| 1998-10-01 | 94.0480341692 |
| 1998-11-01 | 93.5550973818 |
| 1998-12-01 | 93.6753825304 |
| 1999-01-01 | 92.9943465225 |
| 1999-02-01 | 92.9176849063 |
| 1999-03-01 | 93.2264914936 |
| 1999-04-01 | 95.8714577625 |
| 1999-05-01 | 94.8299288461 |
| 1999-06-01 | 96.2940690788 |
| 1999-07-01 | 96.3743627702 |
| 1999-08-01 | 96.4813695276 |
| 1999-09-01 | 93.6269530197 |
| 1999-10-01 | 95.9889340432 |
| 1999-11-01 | 96.0238502513 |
| 1999-12-01 | 95.5955911109 |
| 2000-01-01 | 96.6028213901 |
| 2000-02-01 | 96.9336731660 |
| 2000-03-01 | 97.0970930166 |
| 2000-04-01 | 97.2462964720 |
| 2000-05-01 | 97.7805441656 |
| 2000-06-01 | 97.9697672561 |
| 2000-07-01 | 99.0380354980 |
| 2000-08-01 | 99.4138768432 |
| 2000-09-01 | 99.7811281673 |
| 2000-10-01 | 99.2002955978 |
| 2000-11-01 | 99.2914726575 |
| 2000-12-01 | 99.1770238010 |
| 2001-01-01 | 98.0851609186 |
| 2001-02-01 | 98.0862130498 |
| 2001-03-01 | 97.3008245428 |
| 2001-04-01 | 97.3638303899 |
| 2001-05-01 | 97.0046952661 |
| 2001-06-01 | 97.5979983965 |
| 2001-07-01 | 95.7251681727 |
| 2001-08-01 | 95.5494025795 |
| 2001-09-01 | 94.7823268221 |
| 2001-10-01 | 98.1648843931 |
| 2001-11-01 | 98.1065072333 |
| 2001-12-01 | 98.0387112851 |
| 2002-01-01 | 98.1469287359 |
| 2002-02-01 | 98.0971978807 |
| 2002-03-01 | 98.5308830730 |
| 2002-04-01 | 98.5787250434 |
| 2002-05-01 | 99.0141675845 |
| 2002-06-01 | 100.0046824207 |
| 2002-07-01 | 98.3321244480 |
| 2002-08-01 | 98.1678975563 |
| 2002-09-01 | 97.7452400204 |
| 2002-10-01 | 98.2099382266 |
| 2002-11-01 | 97.6726240032 |
| 2002-12-01 | 97.7534541645 |
| 2003-01-01 | 98.8011629802 |
| 2003-02-01 | 98.1324990744 |
| 2003-03-01 | 98.1614751045 |
| 2003-04-01 | 98.7849499328 |
| 2003-05-01 | 96.4251609075 |
| 2003-06-01 | 97.3881023846 |
| 2003-07-01 | 97.6471087130 |
| 2003-08-01 | 98.0176654278 |
| 2003-09-01 | 98.3683370442 |
| 2003-10-01 | 98.5367963191 |
| 2003-11-01 | 98.7748376387 |
| 2003-12-01 | 97.8754143414 |
| 2004-01-01 | 99.4273951257 |
| 2004-02-01 | 98.7852395506 |
| 2004-03-01 | 98.8554458118 |
| 2004-04-01 | 98.6067492131 |
| 2004-05-01 | 98.9641923543 |
| 2004-06-01 | 98.5955484060 |
| 2004-07-01 | 100.4087933830 |
| 2004-08-01 | 99.2257282149 |
| 2004-09-01 | 99.3669691083 |
| 2004-10-01 | 99.1864239319 |
| 2004-11-01 | 98.9534132570 |
| 2004-12-01 | 98.7099621453 |
| 2005-01-01 | 98.8817159135 |
| 2005-02-01 | 99.4040855301 |
| 2005-03-01 | 99.2274130165 |
| 2005-04-01 | 100.7838613851 |
| 2005-05-01 | 99.7727647515 |
| 2005-06-01 | 99.6672447876 |
| 2005-07-01 | 99.5732231192 |
| 2005-08-01 | 99.3244906299 |
| 2005-09-01 | 99.9806788051 |
| 2005-10-01 | 99.6125095666 |
| 2005-11-01 | 100.1324918169 |
| 2005-12-01 | 100.1173693832 |
| 2006-01-01 | 99.1877128692 |
| 2006-02-01 | 99.7637474839 |
| 2006-03-01 | 100.1007086167 |
| 2006-04-01 | 100.2894340863 |
| 2006-05-01 | 99.7234325920 |
| 2006-06-01 | 99.6484745937 |
| 2006-07-01 | 99.4364381910 |
| 2006-08-01 | 99.7507173206 |
| 2006-09-01 | 100.1742376053 |
| 2006-10-01 | 100.2288825183 |
| 2006-11-01 | 100.4149839447 |
| 2006-12-01 | 100.5950780569 |
| 2007-01-01 | 100.2826793322 |
| 2007-02-01 | 101.0276220365 |
| 2007-03-01 | 101.5242130466 |
| 2007-04-01 | 100.7986036303 |
| 2007-05-01 | 100.7761295943 |
| 2007-06-01 | 101.1229528536 |
| 2007-07-01 | 100.7218187733 |
| 2007-08-01 | 100.5639623745 |
| 2007-09-01 | 100.4308877580 |
| 2007-10-01 | 100.2237707716 |
| 2007-11-01 | 100.0403796167 |
| 2007-12-01 | 100.4081873639 |
| 2008-01-01 | 100.7652825482 |
| 2008-02-01 | 100.3097119658 |
| 2008-03-01 | 100.3530614308 |
| 2008-04-01 | 100.2314812220 |
| 2008-05-01 | 100.6411410205 |
| 2008-06-01 | 100.4115419074 |
| 2008-07-01 | 100.4381981847 |
| 2008-08-01 | 100.6256760584 |
| 2008-09-01 | 100.2747349778 |
| 2008-10-01 | 100.5374649155 |
| 2008-11-01 | 100.2952631777 |
| 2008-12-01 | 99.6368607949 |
| 2009-01-01 | 99.9642171580 |
| 2009-02-01 | 99.4185857115 |
| 2009-03-01 | 99.0589570610 |
| 2009-04-01 | 98.7491056227 |
| 2009-05-01 | 98.4565165780 |
| 2009-06-01 | 98.8038643976 |
| 2009-07-01 | 98.6532508244 |
| 2009-08-01 | 98.0090510629 |
| 2009-09-01 | 96.2675856876 |
| 2009-10-01 | 98.1814432357 |
| 2009-11-01 | 97.9580814099 |
| 2009-12-01 | 97.9218952208 |
| 2010-01-01 | 97.7430270687 |
| 2010-02-01 | 97.4719960007 |
| 2010-03-01 | 97.3002023854 |
| 2010-04-01 | 97.7449267770 |
| 2010-05-01 | 97.4277887043 |
| 2010-06-01 | 97.4570553610 |
| 2010-07-01 | 97.4141476035 |
| 2010-08-01 | 97.6212525529 |
| 2010-09-01 | 95.7946100309 |
| 2010-10-01 | 96.9524160433 |
| 2010-11-01 | 97.0155023194 |
| 2010-12-01 | 97.1889537913 |
| 2011-01-01 | 97.3963094500 |
| 2011-02-01 | 97.0122125283 |
| 2011-03-01 | 97.2988598138 |
| 2011-04-01 | 97.3021887680 |
| 2011-05-01 | 96.4146300721 |
| 2011-06-01 | 97.8520713195 |
| 2011-07-01 | 97.9529907345 |
| 2011-08-01 | 97.6329376633 |
| 2011-09-01 | 97.9223728209 |
| 2011-10-01 | 97.8548622582 |
| 2011-11-01 | 97.6984011019 |
| 2011-12-01 | 96.0534091737 |
| 2012-01-01 | 97.3642601194 |
| 2012-02-01 | 97.4765428356 |
| 2012-03-01 | 97.4579488393 |
| 2012-04-01 | 97.4607069460 |
| 2012-05-01 | 97.1609035974 |
| 2012-06-01 | 96.9290508232 |
| 2012-07-01 | 97.0514304493 |
| 2012-08-01 | 97.2196860537 |
| 2012-09-01 | 97.0752745351 |
| 2012-10-01 | 96.5411126050 |
| 2012-11-01 | 96.8020275562 |
| 2012-12-01 | 95.8089993389 |
| 2013-01-01 | 96.2879070566 |
| 2013-02-01 | 97.5073433814 |
| 2013-03-01 | 97.2298054979 |
| 2013-04-01 | 97.0072595522 |
| 2013-05-01 | 96.9525020999 |
| 2013-06-01 | 96.7875256300 |
| 2013-07-01 | 97.2076556092 |
| 2013-08-01 | 97.8403232526 |
| 2013-09-01 | 98.2867657859 |
| 2013-10-01 | 98.4439739504 |
| 2013-11-01 | 98.6013754606 |
| 2013-12-01 | 98.5899955115 |
| 2014-01-01 | 98.3130275830 |
| 2014-02-01 | 98.1876755929 |
| 2014-03-01 | 98.3889193303 |
| 2014-04-01 | 98.3738107327 |
| 2014-05-01 | 99.0472611468 |
| 2014-06-01 | 99.4197356442 |
| 2014-07-01 | 99.2207052061 |
| 2014-08-01 | 98.9266654676 |
| 2014-09-01 | 98.6516453031 |
| 2014-10-01 | 98.8007267041 |
| 2014-11-01 | 98.5568121416 |
| 2014-12-01 | 98.9667976528 |
| 2015-01-01 | 99.0628309469 |
| 2015-02-01 | 99.2860903604 |
| 2015-03-01 | 99.2051604583 |
| 2015-04-01 | 99.5603986378 |
| 2015-05-01 | 99.3347379009 |
| 2015-06-01 | 99.4766511131 |
| 2015-07-01 | 99.7453062393 |
| 2015-08-01 | 99.7225447647 |
| 2015-09-01 | 99.1582865015 |
| 2015-10-01 | 100.6892039722 |
| 2015-11-01 | 100.2906771884 |
| 2015-12-01 | 100.6608098044 |
| 2016-01-01 | 100.8401168111 |
| 2016-02-01 | 101.1099842337 |
| 2016-03-01 | 101.3066506820 |
| 2016-04-01 | 101.8730935204 |
| 2016-05-01 | 101.8355474268 |
| 2016-06-01 | 101.1304410178 |
| 2016-07-01 | 102.2760159738 |
| 2016-08-01 | 102.4039592026 |
| 2016-09-01 | 102.7499553723 |
| 2016-10-01 | 102.5648131462 |
| 2016-11-01 | 102.7886409674 |
| 2016-12-01 | 102.1879497010 |
| 2017-01-01 | 103.3160401525 |
| 2017-02-01 | 103.3655653767 |
| 2017-03-01 | 103.0610993230 |
| 2017-04-01 | 102.6075617179 |
| 2017-05-01 | 102.8317563064 |
| 2017-06-01 | 102.6635854500 |
| 2017-07-01 | 102.6657332408 |
| 2017-08-01 | 102.9916979747 |
| 2017-09-01 | 103.0969453121 |
| 2017-10-01 | 103.8042187923 |
| 2017-11-01 | 103.8861807434 |
| 2017-12-01 | 104.0689203102 |
| 2018-01-01 | 104.1531491243 |
| 2018-02-01 | 104.4271985305 |
| 2018-03-01 | 104.2798270845 |
| 2018-04-01 | 104.5875433553 |
| 2018-05-01 | 104.5023215430 |
| 2018-06-01 | 105.0063716246 |
| 2018-07-01 | 104.7093951659 |
| 2018-08-01 | 104.5938172613 |
| 2018-09-01 | 104.9238582085 |
| 2018-10-01 | 104.9566040456 |
| 2018-11-01 | 105.2300898993 |
| 2018-12-01 | 105.1599686050 |
| 2019-01-01 | 105.2513579161 |
| 2019-02-01 | 104.6298659174 |
| 2019-03-01 | 105.4529008393 |
| 2019-04-01 | 105.1637072539 |
| 2019-05-01 | 105.0259706258 |
| 2019-06-01 | 104.6614048246 |
| 2019-07-01 | 104.7355382550 |
| 2019-08-01 | 104.8940826591 |
| 2019-09-01 | 105.0458225529 |
| 2019-10-01 | 105.2699345351 |
| 2019-11-01 | 105.4723010855 |
| 2019-12-01 | 105.5874089556 |
| 2020-01-01 | 106.0898826553 |
| 2020-02-01 | 106.2595568123 |
| 2020-03-01 | 105.8570861831 |
| 2020-04-01 | 83.9883101397 |
| 2020-05-01 | 86.4149075542 |
| 2020-06-01 | 90.3068788071 |
| 2020-07-01 | 93.9078661616 |
| 2020-08-01 | 94.7209601272 |
| 2020-09-01 | 94.6926887161 |
| 2020-10-01 | 95.5853363162 |
| 2020-11-01 | 95.1938331071 |
| 2020-12-01 | 93.4305169752 |
| 2021-01-01 | 94.4168041970 |
| 2021-02-01 | 95.7972650500 |
| 2021-03-01 | 96.2631235652 |
| 2021-04-01 | 95.7479281998 |
| 2021-05-01 | 96.3983708261 |
| 2021-06-01 | 96.8212626016 |
| 2021-07-01 | 98.4561412576 |
| 2021-08-01 | 98.0954767506 |
| 2021-09-01 | 97.1549290335 |
| 2021-10-01 | 98.5931715837 |
| 2021-11-01 | 99.0659561822 |
| 2021-12-01 | 99.9026220440 |
| 2022-01-01 | 99.9239626782 |
| 2022-02-01 | 100.1124258925 |
| 2022-03-01 | 100.1991899054 |
| 2022-04-01 | 100.6872996276 |
| 2022-05-01 | 100.7949852360 |
| 2022-06-01 | 100.7504941734 |
| 2022-07-01 | 100.7588774754 |
| 2022-08-01 | 99.9044235194 |
| 2022-09-01 | 100.2479086498 |
| 2022-10-01 | 99.9538793426 |
| 2022-11-01 | 100.0446540749 |
| 2022-12-01 | 100.2259378668 |
| 2023-01-01 | 100.4791378616 |
| 2023-02-01 | 100.7361798330 |
| 2023-03-01 | 101.2760952610 |
| 2023-04-01 | 101.2973125618 |
| 2023-05-01 | 101.9282978544 |
| 2023-06-01 | 101.3773719443 |
| 2023-07-01 | 101.4857388444 |
| 2023-08-01 | 101.5666657366 |
| 2023-09-01 | 101.6351740460 |
| 2023-10-01 | 101.8828203310 |
| 2023-11-01 | 102.0865195449 |
| 2023-12-01 | 101.9204930889 |
| 2024-01-01 | 102.2201237120 |
| 2024-02-01 | 102.1619331802 |
| 2024-03-01 | 102.5323049458 |
| 2024-04-01 | 102.5164703141 |
| 2024-05-01 | 102.6928136856 |
| 2024-06-01 | 102.9831045041 |
| 2024-07-01 | 103.1652598823 |
| 2024-08-01 | 103.4003802844 |
| 2024-09-01 | 103.5087633952 |
| 2024-10-01 | 103.9813684936 |
| 2024-11-01 | 103.7649907108 |
| 2024-12-01 | 103.9688842060 |
| 2025-01-01 | 104.4507144309 |
| 2025-02-01 | 104.5861523492 |
| 2025-03-01 | 104.3411608144 |
| 2025-04-01 | 104.4701713362 |
| 2025-05-01 | 104.2868258397 |
| 2025-06-01 | 104.3337065434 |
| 2025-07-01 | 103.9545702546 |
| 2025-08-01 | 104.5960824484 |
| 2025-09-01 | 103.9548486323 |
| 2025-10-01 | 103.7639538830 |
| 2025-11-01 | 103.7003975484 |
| 2025-12-01 | 103.8016842454 |
| 2026-01-01 | 103.7219837168 |
| 2026-02-01 | 103.4775690714 |
| 2026-03-01 | 103.4518256598 |
| 2026-04-01 | 103.6642236477 |
| 2026-05-01 | 103.6940898829 |
| 2026-06-01 | 103.9242637055 |
| 2026-07-01 | 103.9610701864 |
| 2026-08-01 | 103.8579222632 |