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 2026-07-01 |
| Last Updated | 2026-08-21 7:03 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 | 79.0665022111099 |
| 1990-02-01 | 79.4780812368304 |
| 1990-03-01 | 79.7088837844076 |
| 1990-04-01 | 80.6583457592571 |
| 1990-05-01 | 81.1368380249292 |
| 1990-06-01 | 81.5175857175164 |
| 1990-07-01 | 82.5754507238969 |
| 1990-08-01 | 81.2291938675321 |
| 1990-09-01 | 81.4344123275193 |
| 1990-10-01 | 81.0554748789169 |
| 1990-11-01 | 81.2840530049818 |
| 1990-12-01 | 80.8533024614348 |
| 1991-01-01 | 81.0374450103230 |
| 1991-02-01 | 81.4926121676972 |
| 1991-03-01 | 81.7088389490043 |
| 1991-04-01 | 81.5571151316570 |
| 1991-05-01 | 81.6748873872488 |
| 1991-06-01 | 81.7860555201219 |
| 1991-07-01 | 81.7294735346298 |
| 1991-08-01 | 80.9159938250694 |
| 1991-09-01 | 82.3249407781937 |
| 1991-10-01 | 82.6518291223900 |
| 1991-11-01 | 82.5321489434086 |
| 1991-12-01 | 83.2470854143299 |
| 1992-01-01 | 83.0971774680616 |
| 1992-02-01 | 83.1186183465544 |
| 1992-03-01 | 83.1841837470787 |
| 1992-04-01 | 83.2908634506755 |
| 1992-05-01 | 83.8636898113511 |
| 1992-06-01 | 84.1065997419842 |
| 1992-07-01 | 83.4730965144491 |
| 1992-08-01 | 83.6640507482860 |
| 1992-09-01 | 83.2167399676646 |
| 1992-10-01 | 83.2311505976614 |
| 1992-11-01 | 83.2380231696190 |
| 1992-12-01 | 82.7897368606852 |
| 1993-01-01 | 84.2772566528022 |
| 1993-02-01 | 84.0825503753324 |
| 1993-03-01 | 84.2167294293407 |
| 1993-04-01 | 84.0670448141307 |
| 1993-05-01 | 83.4403752711079 |
| 1993-06-01 | 83.4723971609974 |
| 1993-07-01 | 84.0852581521527 |
| 1993-08-01 | 84.5039857042904 |
| 1993-09-01 | 84.9449798551418 |
| 1993-10-01 | 85.5380653446058 |
| 1993-11-01 | 85.3044353711554 |
| 1993-12-01 | 85.2021136930474 |
| 1994-01-01 | 85.5975333761189 |
| 1994-02-01 | 85.6374268073131 |
| 1994-03-01 | 85.9660537771576 |
| 1994-04-01 | 87.4431854981187 |
| 1994-05-01 | 87.2264318229423 |
| 1994-06-01 | 86.8057531402624 |
| 1994-07-01 | 88.0089921860799 |
| 1994-08-01 | 87.6365740151322 |
| 1994-09-01 | 87.8902219061833 |
| 1994-10-01 | 87.5029912509694 |
| 1994-11-01 | 87.9865435196576 |
| 1994-12-01 | 87.7898049281098 |
| 1995-01-01 | 88.2911064770852 |
| 1995-02-01 | 88.3192385878760 |
| 1995-03-01 | 88.6840486948857 |
| 1995-04-01 | 88.3871114803015 |
| 1995-05-01 | 88.3020836342748 |
| 1995-06-01 | 88.4363410046191 |
| 1995-07-01 | 88.8527536249676 |
| 1995-08-01 | 89.7919237706137 |
| 1995-09-01 | 89.5839392249940 |
| 1995-10-01 | 89.6174988708213 |
| 1995-11-01 | 90.0748477745354 |
| 1995-12-01 | 90.1720402448608 |
| 1996-01-01 | 90.2485730071392 |
| 1996-02-01 | 90.2909842153464 |
| 1996-03-01 | 90.2718482918466 |
| 1996-04-01 | 89.9916611565242 |
| 1996-05-01 | 90.2187603172597 |
| 1996-06-01 | 91.1331265646210 |
| 1996-07-01 | 90.7543790341876 |
| 1996-08-01 | 90.6287542452531 |
| 1996-09-01 | 90.7784253418903 |
| 1996-10-01 | 91.1382260758170 |
| 1996-11-01 | 91.3508924053047 |
| 1996-12-01 | 91.4759135728152 |
| 1997-01-01 | 91.1192077065096 |
| 1997-02-01 | 91.2422822301394 |
| 1997-03-01 | 90.9410652206530 |
| 1997-04-01 | 91.3735797552492 |
| 1997-05-01 | 91.6423575503858 |
| 1997-06-01 | 92.0256645607269 |
| 1997-07-01 | 92.0885095876029 |
| 1997-08-01 | 92.0704221330787 |
| 1997-09-01 | 91.9687214866805 |
| 1997-10-01 | 92.3036897396542 |
| 1997-11-01 | 91.8705686711999 |
| 1997-12-01 | 92.4194361940202 |
| 1998-01-01 | 92.6903482317078 |
| 1998-02-01 | 92.8500767694563 |
| 1998-03-01 | 93.0724243747516 |
| 1998-04-01 | 93.1927381655913 |
| 1998-05-01 | 92.9181906213181 |
| 1998-06-01 | 93.4764305706688 |
| 1998-07-01 | 92.3599567564001 |
| 1998-08-01 | 91.6294859734991 |
| 1998-09-01 | 92.1456412642657 |
| 1998-10-01 | 94.0480092381315 |
| 1998-11-01 | 93.5550941749187 |
| 1998-12-01 | 93.6753884723816 |
| 1999-01-01 | 92.9943756475801 |
| 1999-02-01 | 92.9177284980703 |
| 1999-03-01 | 93.2265532132367 |
| 1999-04-01 | 95.8713390393742 |
| 1999-05-01 | 94.8298868797227 |
| 1999-06-01 | 96.2939768057225 |
| 1999-07-01 | 96.3743051040430 |
| 1999-08-01 | 96.4813350638683 |
| 1999-09-01 | 93.6271947487995 |
| 1999-10-01 | 95.9889051239940 |
| 1999-11-01 | 96.0238422615690 |
| 1999-12-01 | 95.5955912604697 |
| 2000-01-01 | 96.6028473840391 |
| 2000-02-01 | 96.9337113959459 |
| 2000-03-01 | 97.0971535152891 |
| 2000-04-01 | 97.2461911689825 |
| 2000-05-01 | 97.7805078899253 |
| 2000-06-01 | 97.9696785216096 |
| 2000-07-01 | 99.0379897871045 |
| 2000-08-01 | 99.4138527135952 |
| 2000-09-01 | 99.7813405454518 |
| 2000-10-01 | 99.2002693705024 |
| 2000-11-01 | 99.2914624287383 |
| 2000-12-01 | 99.1770194570475 |
| 2001-01-01 | 98.0851799718199 |
| 2001-02-01 | 98.0862365318368 |
| 2001-03-01 | 97.3008651000714 |
| 2001-04-01 | 97.3637617339585 |
| 2001-05-01 | 97.0046722298388 |
| 2001-06-01 | 97.5979233282612 |
| 2001-07-01 | 95.7251450162433 |
| 2001-08-01 | 95.5493948978182 |
| 2001-09-01 | 94.7824651202132 |
| 2001-10-01 | 98.1648686828214 |
| 2001-11-01 | 98.1065000827630 |
| 2001-12-01 | 98.0387061187846 |
| 2002-01-01 | 98.1469418942567 |
| 2002-02-01 | 98.0972074054556 |
| 2002-03-01 | 98.5309030094210 |
| 2002-04-01 | 98.5786912558184 |
| 2002-05-01 | 99.0141561144790 |
| 2002-06-01 | 100.0046259452440 |
| 2002-07-01 | 98.3321220934578 |
| 2002-08-01 | 98.1679047295676 |
| 2002-09-01 | 97.7453031535297 |
| 2002-10-01 | 98.2099331263844 |
| 2002-11-01 | 97.6726214911801 |
| 2002-12-01 | 97.7534509691155 |
| 2003-01-01 | 98.8011705049215 |
| 2003-02-01 | 98.1324975849473 |
| 2003-03-01 | 98.1614749017395 |
| 2003-04-01 | 98.7849485794302 |
| 2003-05-01 | 96.4251576734068 |
| 2003-06-01 | 97.3880632793064 |
| 2003-07-01 | 97.6471168921337 |
| 2003-08-01 | 98.0176771624401 |
| 2003-09-01 | 98.3683526036028 |
| 2003-10-01 | 98.5367958143737 |
| 2003-11-01 | 98.7748375392949 |
| 2003-12-01 | 97.8754124775758 |
| 2004-01-01 | 99.4274007513188 |
| 2004-02-01 | 98.7852388342652 |
| 2004-03-01 | 98.8554467638873 |
| 2004-04-01 | 98.6067488487992 |
| 2004-05-01 | 98.9641914561151 |
| 2004-06-01 | 98.5955222512160 |
| 2004-07-01 | 100.4088003353920 |
| 2004-08-01 | 99.2257353710973 |
| 2004-09-01 | 99.3669772396057 |
| 2004-10-01 | 99.1864235525672 |
| 2004-11-01 | 98.9534130554171 |
| 2004-12-01 | 98.7099605801938 |
| 2005-01-01 | 98.8817193229260 |
| 2005-02-01 | 99.4040857388733 |
| 2005-03-01 | 99.2274144671382 |
| 2005-04-01 | 100.7838609463710 |
| 2005-05-01 | 99.7727645879706 |
| 2005-06-01 | 99.6672287053061 |
| 2005-07-01 | 99.5732273372125 |
| 2005-08-01 | 99.3244935525849 |
| 2005-09-01 | 99.9806812292814 |
| 2005-10-01 | 99.6125113692234 |
| 2005-11-01 | 100.1324930031190 |
| 2005-12-01 | 100.1173691031100 |
| 2006-01-01 | 99.1877151575360 |
| 2006-02-01 | 99.7637477284995 |
| 2006-03-01 | 100.1007092438080 |
| 2006-04-01 | 100.2894326564480 |
| 2006-05-01 | 99.7234317635305 |
| 2006-06-01 | 99.6484669899707 |
| 2006-07-01 | 99.4364398348316 |
| 2006-08-01 | 99.7507184665647 |
| 2006-09-01 | 100.1742388922940 |
| 2006-10-01 | 100.2288837930330 |
| 2006-11-01 | 100.4149850190440 |
| 2006-12-01 | 100.5950783609490 |
| 2007-01-01 | 100.2826802067800 |
| 2007-02-01 | 101.0276222650560 |
| 2007-03-01 | 101.5242133615420 |
| 2007-04-01 | 100.7986023092760 |
| 2007-05-01 | 100.7761296698270 |
| 2007-06-01 | 101.1229488511110 |
| 2007-07-01 | 100.7218194685340 |
| 2007-08-01 | 100.5639628616300 |
| 2007-09-01 | 100.4308884436120 |
| 2007-10-01 | 100.2237714770730 |
| 2007-11-01 | 100.0403802510210 |
| 2007-12-01 | 100.4081877375300 |
| 2008-01-01 | 100.7652828654010 |
| 2008-02-01 | 100.3097119803100 |
| 2008-03-01 | 100.3530614856650 |
| 2008-04-01 | 100.2314800234760 |
| 2008-05-01 | 100.6411407345740 |
| 2008-06-01 | 100.4115416794120 |
| 2008-07-01 | 100.4381981228580 |
| 2008-08-01 | 100.6256761026830 |
| 2008-09-01 | 100.2747352754630 |
| 2008-10-01 | 100.5374652302980 |
| 2008-11-01 | 100.2952634130650 |
| 2008-12-01 | 99.6368608693628 |
| 2009-01-01 | 99.9642172646965 |
| 2009-02-01 | 99.4185856163965 |
| 2009-03-01 | 99.0589570614814 |
| 2009-04-01 | 98.7491049898724 |
| 2009-05-01 | 98.4565165059889 |
| 2009-06-01 | 98.8038644085206 |
| 2009-07-01 | 98.6532509346298 |
| 2009-08-01 | 98.0090511476521 |
| 2009-09-01 | 96.2675859654334 |
| 2009-10-01 | 98.1814434748908 |
| 2009-11-01 | 97.9580816060580 |
| 2009-12-01 | 97.9218951844081 |
| 2010-01-01 | 97.7430268600310 |
| 2010-02-01 | 97.4719952492789 |
| 2010-03-01 | 97.3002024327972 |
| 2010-04-01 | 97.7449267602805 |
| 2010-05-01 | 97.4277886726631 |
| 2010-06-01 | 97.4570554237243 |
| 2010-07-01 | 97.4141477867697 |
| 2010-08-01 | 97.6212527389712 |
| 2010-09-01 | 95.7946104361295 |
| 2010-10-01 | 96.9524164487848 |
| 2010-11-01 | 97.0155027204969 |
| 2010-12-01 | 97.1889537753917 |
| 2011-01-01 | 97.3963089660941 |
| 2011-02-01 | 97.0122109444563 |
| 2011-03-01 | 97.2988595591462 |
| 2011-04-01 | 97.3021883376276 |
| 2011-05-01 | 96.4146296018326 |
| 2011-06-01 | 97.8520720436571 |
| 2011-07-01 | 97.9529912100610 |
| 2011-08-01 | 97.6329387823751 |
| 2011-09-01 | 97.9223744938594 |
| 2011-10-01 | 97.8548637442171 |
| 2011-11-01 | 97.6984019035351 |
| 2011-12-01 | 96.0534085183120 |
| 2012-01-01 | 97.3642580000174 |
| 2012-02-01 | 97.4765388546337 |
| 2012-03-01 | 97.4579471348765 |
| 2012-04-01 | 97.4607055157099 |
| 2012-05-01 | 97.1609028085072 |
| 2012-06-01 | 96.9290530063368 |
| 2012-07-01 | 97.0514323952628 |
| 2012-08-01 | 97.2196894200187 |
| 2012-09-01 | 97.0752783602751 |
| 2012-10-01 | 96.5411206290247 |
| 2012-11-01 | 96.8020275185297 |
| 2012-12-01 | 95.8089956390545 |
| 2013-01-01 | 96.2879003817723 |
| 2013-02-01 | 97.5073346170465 |
| 2013-03-01 | 97.2297998446623 |
| 2013-04-01 | 97.0072556165077 |
| 2013-05-01 | 96.9525002064641 |
| 2013-06-01 | 96.7875329603194 |
| 2013-07-01 | 97.2076591503784 |
| 2013-08-01 | 97.8403308829803 |
| 2013-09-01 | 98.2867757190403 |
| 2013-10-01 | 98.4439946129423 |
| 2013-11-01 | 98.6013839109636 |
| 2013-12-01 | 98.5899916709190 |
| 2014-01-01 | 98.3129963945375 |
| 2014-02-01 | 98.1876333384720 |
| 2014-03-01 | 98.3889207444840 |
| 2014-04-01 | 98.3738122862371 |
| 2014-05-01 | 99.0472640156842 |
| 2014-06-01 | 99.4197524852274 |
| 2014-07-01 | 99.2207152522306 |
| 2014-08-01 | 98.9266809361441 |
| 2014-09-01 | 98.6516627188383 |
| 2014-10-01 | 98.8007582452328 |
| 2014-11-01 | 98.5568228314921 |
| 2014-12-01 | 98.9667835591583 |
| 2015-01-01 | 99.0627653064474 |
| 2015-02-01 | 99.2860103644277 |
| 2015-03-01 | 99.2051724521230 |
| 2015-04-01 | 99.5604172339257 |
| 2015-05-01 | 99.3347606755168 |
| 2015-06-01 | 99.4766899186589 |
| 2015-07-01 | 99.7453263574897 |
| 2015-08-01 | 99.7225628508438 |
| 2015-09-01 | 99.1583011228313 |
| 2015-10-01 | 100.6892294808280 |
| 2015-11-01 | 100.2906828828850 |
| 2015-12-01 | 100.6607852509660 |
| 2016-01-01 | 100.8400258289040 |
| 2016-02-01 | 101.1098143234330 |
| 2016-03-01 | 101.3067012819790 |
| 2016-04-01 | 101.8731612057040 |
| 2016-05-01 | 101.8356189995150 |
| 2016-06-01 | 101.1305159749870 |
| 2016-07-01 | 102.2760501262430 |
| 2016-08-01 | 102.4039672988470 |
| 2016-09-01 | 102.7499445656380 |
| 2016-10-01 | 102.5648108934810 |
| 2016-11-01 | 102.7886229358390 |
| 2016-12-01 | 102.1878944485900 |
| 2017-01-01 | 103.3159113851030 |
| 2017-02-01 | 103.3652817370260 |
| 2017-03-01 | 103.0612337539180 |
| 2017-04-01 | 102.6076447847840 |
| 2017-05-01 | 102.8319774860720 |
| 2017-06-01 | 102.6639422435100 |
| 2017-07-01 | 102.6656354624360 |
| 2017-08-01 | 102.9915935751370 |
| 2017-09-01 | 103.0968541717990 |
| 2017-10-01 | 103.8041095821810 |
| 2017-11-01 | 103.8860957179630 |
| 2017-12-01 | 104.0687652961910 |
| 2018-01-01 | 104.1533772485890 |
| 2018-02-01 | 104.4268052671730 |
| 2018-03-01 | 104.2797415988830 |
| 2018-04-01 | 104.5877105126020 |
| 2018-05-01 | 104.5027679120940 |
| 2018-06-01 | 105.0070680063520 |
| 2018-07-01 | 104.7091333722730 |
| 2018-08-01 | 104.5936383631450 |
| 2018-09-01 | 104.9235868196820 |
| 2018-10-01 | 104.9563788961700 |
| 2018-11-01 | 105.2299167280480 |
| 2018-12-01 | 105.1596934602730 |
| 2019-01-01 | 105.2519416264210 |
| 2019-02-01 | 104.6294471941320 |
| 2019-03-01 | 105.4525799418740 |
| 2019-04-01 | 105.1639588694250 |
| 2019-05-01 | 105.0266549719580 |
| 2019-06-01 | 104.6624552319670 |
| 2019-07-01 | 104.7351181895900 |
| 2019-08-01 | 104.8938258588910 |
| 2019-09-01 | 105.0453636220350 |
| 2019-10-01 | 105.2695943277000 |
| 2019-11-01 | 105.4720298154530 |
| 2019-12-01 | 105.5870022938460 |
| 2020-01-01 | 106.0908247336360 |
| 2020-02-01 | 106.2590914320810 |
| 2020-03-01 | 105.8563313056750 |
| 2020-04-01 | 83.9884682131315 |
| 2020-05-01 | 86.4168076767058 |
| 2020-06-01 | 90.3078369846614 |
| 2020-07-01 | 93.9073024215028 |
| 2020-08-01 | 94.7206551220700 |
| 2020-09-01 | 94.6920170027157 |
| 2020-10-01 | 95.5847899088242 |
| 2020-11-01 | 95.1932470419647 |
| 2020-12-01 | 93.4297321155402 |
| 2021-01-01 | 94.4174057437029 |
| 2021-02-01 | 95.7967455737413 |
| 2021-03-01 | 96.2625427462602 |
| 2021-04-01 | 95.7485827611779 |
| 2021-05-01 | 96.4022202287645 |
| 2021-06-01 | 96.8227376100441 |
| 2021-07-01 | 98.4557409854427 |
| 2021-08-01 | 98.0948564767727 |
| 2021-09-01 | 97.1534470147708 |
| 2021-10-01 | 98.5914198074356 |
| 2021-11-01 | 99.0639847841475 |
| 2021-12-01 | 99.9005526509122 |
| 2022-01-01 | 99.9236518325466 |
| 2022-02-01 | 100.1119646653700 |
| 2022-03-01 | 100.1996562952430 |
| 2022-04-01 | 100.6901102886130 |
| 2022-05-01 | 100.8026046438920 |
| 2022-06-01 | 100.7538816357040 |
| 2022-07-01 | 100.7596399840920 |
| 2022-08-01 | 99.9020474103309 |
| 2022-09-01 | 100.2447878764750 |
| 2022-10-01 | 99.9495876559340 |
| 2022-11-01 | 100.0397290736420 |
| 2022-12-01 | 100.2209971905170 |
| 2023-01-01 | 100.4757203360590 |
| 2023-02-01 | 100.7345521549950 |
| 2023-03-01 | 101.2780142439310 |
| 2023-04-01 | 101.3038957971460 |
| 2023-05-01 | 101.9426212199460 |
| 2023-06-01 | 101.3907532407010 |
| 2023-07-01 | 101.5005383002080 |
| 2023-08-01 | 101.5466693091550 |
| 2023-09-01 | 101.6261562730700 |
| 2023-10-01 | 101.8732302603290 |
| 2023-11-01 | 102.0777766561730 |
| 2023-12-01 | 101.9123114696830 |
| 2024-01-01 | 102.2140631824040 |
| 2024-02-01 | 102.1597060477420 |
| 2024-03-01 | 102.5361566550890 |
| 2024-04-01 | 102.5277009915070 |
| 2024-05-01 | 102.7144972515000 |
| 2024-06-01 | 103.0064987458250 |
| 2024-07-01 | 103.1929892447100 |
| 2024-08-01 | 103.3701120670440 |
| 2024-09-01 | 103.4921600147140 |
| 2024-10-01 | 103.9653432937540 |
| 2024-11-01 | 103.7518120307110 |
| 2024-12-01 | 103.9567849875340 |
| 2025-01-01 | 104.4410634271540 |
| 2025-02-01 | 104.5824980469260 |
| 2025-03-01 | 104.3465631223290 |
| 2025-04-01 | 104.4857340675660 |
| 2025-05-01 | 104.3148230625280 |
| 2025-06-01 | 104.3684220991000 |
| 2025-07-01 | 103.9973813812680 |
| 2025-08-01 | 104.5557799730230 |
| 2025-09-01 | 103.9296255365240 |
| 2025-10-01 | 103.7412356123340 |
| 2025-11-01 | 103.6832478462360 |
| 2025-12-01 | 103.7863667784310 |
| 2026-01-01 | 103.7103181800930 |
| 2026-02-01 | 103.4733245275100 |
| 2026-03-01 | 103.4582533266670 |
| 2026-04-01 | 103.6828478854990 |
| 2026-05-01 | 103.7250892814790 |
| 2026-06-01 | 103.9639102997050 |
| 2026-07-01 | 104.0085971821030 |