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 2026-06-01 |
| Last Updated | 2026-07-22 10:15 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 | 79.0665018470890 |
| 1990-02-01 | 79.4780807462308 |
| 1990-03-01 | 79.7088835036933 |
| 1990-04-01 | 80.6583457704219 |
| 1990-05-01 | 81.1368383066744 |
| 1990-06-01 | 81.5175886046582 |
| 1990-07-01 | 82.5754511607564 |
| 1990-08-01 | 81.2291940270917 |
| 1990-09-01 | 81.4344122091201 |
| 1990-10-01 | 81.0554745077362 |
| 1990-11-01 | 81.2840521989120 |
| 1990-12-01 | 80.8533012449226 |
| 1991-01-01 | 81.0374444122842 |
| 1991-02-01 | 81.4926113844215 |
| 1991-03-01 | 81.7088383521216 |
| 1991-04-01 | 81.5571155497035 |
| 1991-05-01 | 81.6748872786627 |
| 1991-06-01 | 81.7860600187335 |
| 1991-07-01 | 81.7294740817027 |
| 1991-08-01 | 80.9159936955723 |
| 1991-09-01 | 82.3249404153881 |
| 1991-10-01 | 82.6518285202952 |
| 1991-11-01 | 82.5321478339462 |
| 1991-12-01 | 83.2470838800425 |
| 1992-01-01 | 83.0971764918765 |
| 1992-02-01 | 83.1186172463684 |
| 1992-03-01 | 83.1841829729494 |
| 1992-04-01 | 83.2908645650912 |
| 1992-05-01 | 83.8636896313893 |
| 1992-06-01 | 84.1066060685741 |
| 1992-07-01 | 83.4730971938806 |
| 1992-08-01 | 83.6640510992107 |
| 1992-09-01 | 83.2167391578391 |
| 1992-10-01 | 83.2311494242481 |
| 1992-11-01 | 83.2380213238176 |
| 1992-12-01 | 82.7897345001340 |
| 1993-01-01 | 84.2772545038123 |
| 1993-02-01 | 84.0825479786474 |
| 1993-03-01 | 84.2167272386793 |
| 1993-04-01 | 84.0670515213846 |
| 1993-05-01 | 83.4403735933198 |
| 1993-06-01 | 83.4724083506308 |
| 1993-07-01 | 84.0852579980388 |
| 1993-08-01 | 84.5039858182763 |
| 1993-09-01 | 84.9449779369950 |
| 1993-10-01 | 85.5380628924189 |
| 1993-11-01 | 85.3044319438337 |
| 1993-12-01 | 85.2021095607304 |
| 1994-01-01 | 85.5975294279373 |
| 1994-02-01 | 85.6374229428177 |
| 1994-03-01 | 85.9660510091739 |
| 1994-04-01 | 87.4431989184929 |
| 1994-05-01 | 87.2264311165158 |
| 1994-06-01 | 86.8057692432445 |
| 1994-07-01 | 88.0089920873489 |
| 1994-08-01 | 87.6365740496424 |
| 1994-09-01 | 87.8902180518403 |
| 1994-10-01 | 87.5029860846720 |
| 1994-11-01 | 87.9865368786056 |
| 1994-12-01 | 87.7897974983065 |
| 1995-01-01 | 88.2910993820308 |
| 1995-02-01 | 88.3192323724461 |
| 1995-03-01 | 88.6840457915280 |
| 1995-04-01 | 88.3871335562157 |
| 1995-05-01 | 88.3020867830319 |
| 1995-06-01 | 88.4363655168642 |
| 1995-07-01 | 88.8527584962782 |
| 1995-08-01 | 89.7919283545124 |
| 1995-09-01 | 89.5839130510000 |
| 1995-10-01 | 89.6174959865125 |
| 1995-11-01 | 90.0748395698645 |
| 1995-12-01 | 90.1720297324583 |
| 1996-01-01 | 90.2485623336141 |
| 1996-02-01 | 90.2909707537225 |
| 1996-03-01 | 90.2718350301234 |
| 1996-04-01 | 89.9917033652101 |
| 1996-05-01 | 90.2187719384717 |
| 1996-06-01 | 91.1331632558487 |
| 1996-07-01 | 90.7543970395315 |
| 1996-08-01 | 90.6287711429680 |
| 1996-09-01 | 90.7783453549787 |
| 1996-10-01 | 91.1382303762442 |
| 1996-11-01 | 91.3508858755580 |
| 1996-12-01 | 91.4759028112506 |
| 1997-01-01 | 91.1191935467953 |
| 1997-02-01 | 91.2422615721622 |
| 1997-03-01 | 90.9410410099368 |
| 1997-04-01 | 91.3736412507171 |
| 1997-05-01 | 91.6423776936629 |
| 1997-06-01 | 92.0257146061876 |
| 1997-07-01 | 92.0885417883183 |
| 1997-08-01 | 92.0704512221628 |
| 1997-09-01 | 91.9685878645929 |
| 1997-10-01 | 92.3037010358546 |
| 1997-11-01 | 91.8705636143076 |
| 1997-12-01 | 92.4194252404254 |
| 1998-01-01 | 92.6903329994422 |
| 1998-02-01 | 92.8500500082134 |
| 1998-03-01 | 93.0723893449806 |
| 1998-04-01 | 93.1928116695027 |
| 1998-05-01 | 92.9182180978479 |
| 1998-06-01 | 93.4764893793022 |
| 1998-07-01 | 92.3600015644297 |
| 1998-08-01 | 91.6295273233291 |
| 1998-09-01 | 92.1454835203512 |
| 1998-10-01 | 94.0480136945637 |
| 1998-11-01 | 93.5550845352646 |
| 1998-12-01 | 93.6753761730159 |
| 1999-01-01 | 92.9943609178177 |
| 1999-02-01 | 92.9177024038658 |
| 1999-03-01 | 93.2265193000711 |
| 1999-04-01 | 95.8714077455612 |
| 1999-05-01 | 94.8299174391795 |
| 1999-06-01 | 96.2940370256605 |
| 1999-07-01 | 96.3743554844015 |
| 1999-08-01 | 96.4813826568327 |
| 1999-09-01 | 93.6270464181099 |
| 1999-10-01 | 95.9888998054442 |
| 1999-11-01 | 96.0238265948730 |
| 1999-12-01 | 95.5955764138623 |
| 2000-01-01 | 96.6028335462353 |
| 2000-02-01 | 96.9336866358371 |
| 2000-03-01 | 97.0971200142583 |
| 2000-04-01 | 97.2462530352889 |
| 2000-05-01 | 97.7805376430502 |
| 2000-06-01 | 97.9697340762283 |
| 2000-07-01 | 99.0380394051840 |
| 2000-08-01 | 99.4139018678726 |
| 2000-09-01 | 99.7812232116662 |
| 2000-10-01 | 99.2002512040201 |
| 2000-11-01 | 99.2914411969393 |
| 2000-12-01 | 99.1770034997637 |
| 2001-01-01 | 98.0851665553371 |
| 2001-02-01 | 98.0862189664879 |
| 2001-03-01 | 97.3008431701600 |
| 2001-04-01 | 97.3638051343041 |
| 2001-05-01 | 97.0046963202904 |
| 2001-06-01 | 97.5979681581827 |
| 2001-07-01 | 95.7251835493238 |
| 2001-08-01 | 95.5494330171546 |
| 2001-09-01 | 94.7824019697609 |
| 2001-10-01 | 98.1648426832453 |
| 2001-11-01 | 98.1064758998998 |
| 2001-12-01 | 98.0386888565852 |
| 2002-01-01 | 98.1469293725034 |
| 2002-02-01 | 98.0971965026301 |
| 2002-03-01 | 98.5308920612272 |
| 2002-04-01 | 98.5787160158106 |
| 2002-05-01 | 99.0141731965636 |
| 2002-06-01 | 100.0046575984670 |
| 2002-07-01 | 98.3321473270848 |
| 2002-08-01 | 98.1679302806473 |
| 2002-09-01 | 97.7452938790773 |
| 2002-10-01 | 98.2099001878086 |
| 2002-11-01 | 97.6725959437629 |
| 2002-12-01 | 97.7534339992449 |
| 2003-01-01 | 98.8011587797983 |
| 2003-02-01 | 98.1324938753674 |
| 2003-03-01 | 98.1614762057066 |
| 2003-04-01 | 98.7849567297772 |
| 2003-05-01 | 96.4251688734194 |
| 2003-06-01 | 97.3880828027414 |
| 2003-07-01 | 97.6471306861599 |
| 2003-08-01 | 98.0176903034881 |
| 2003-09-01 | 98.3683682099660 |
| 2003-10-01 | 98.5367707165372 |
| 2003-11-01 | 98.7748179585889 |
| 2003-12-01 | 97.8753985350993 |
| 2004-01-01 | 99.4273899101911 |
| 2004-02-01 | 98.7852358902290 |
| 2004-03-01 | 98.8554475181052 |
| 2004-04-01 | 98.6067560338137 |
| 2004-05-01 | 98.9641986489757 |
| 2004-06-01 | 98.5955351097182 |
| 2004-07-01 | 100.4088085144070 |
| 2004-08-01 | 99.2257423474034 |
| 2004-09-01 | 99.3669853284453 |
| 2004-10-01 | 99.1864109248190 |
| 2004-11-01 | 98.9534027557030 |
| 2004-12-01 | 98.7099526509034 |
| 2005-01-01 | 98.8817100729135 |
| 2005-02-01 | 99.4040840085353 |
| 2005-03-01 | 99.2274150934720 |
| 2005-04-01 | 100.7838669561820 |
| 2005-05-01 | 99.7727687331815 |
| 2005-06-01 | 99.6672370193578 |
| 2005-07-01 | 99.5732312385632 |
| 2005-08-01 | 99.3244943678811 |
| 2005-09-01 | 99.9806806283911 |
| 2005-10-01 | 99.6125093491907 |
| 2005-11-01 | 100.1324900382510 |
| 2005-12-01 | 100.1173657273370 |
| 2006-01-01 | 99.1877089780250 |
| 2006-02-01 | 99.7637464890279 |
| 2006-03-01 | 100.1007090954280 |
| 2006-04-01 | 100.2894366643030 |
| 2006-05-01 | 99.7234335047813 |
| 2006-06-01 | 99.6484714545136 |
| 2006-07-01 | 99.4364416001783 |
| 2006-08-01 | 99.7507182920677 |
| 2006-09-01 | 100.1742382203690 |
| 2006-10-01 | 100.2288827674040 |
| 2006-11-01 | 100.4149838579220 |
| 2006-12-01 | 100.5950771865220 |
| 2007-01-01 | 100.2826766848530 |
| 2007-02-01 | 101.0276220147050 |
| 2007-03-01 | 101.5242134662770 |
| 2007-04-01 | 100.7986050356100 |
| 2007-05-01 | 100.7761299542620 |
| 2007-06-01 | 101.1229508293840 |
| 2007-07-01 | 100.7218200447450 |
| 2007-08-01 | 100.5639627757110 |
| 2007-09-01 | 100.4308876914690 |
| 2007-10-01 | 100.2237708068070 |
| 2007-11-01 | 100.0403797854180 |
| 2007-12-01 | 100.4081875726790 |
| 2008-01-01 | 100.7652810727390 |
| 2008-02-01 | 100.3097122837980 |
| 2008-03-01 | 100.3530618574270 |
| 2008-04-01 | 100.2314818880780 |
| 2008-05-01 | 100.6411410777010 |
| 2008-06-01 | 100.4115416777070 |
| 2008-07-01 | 100.4381979193560 |
| 2008-08-01 | 100.6256762245710 |
| 2008-09-01 | 100.2747341741260 |
| 2008-10-01 | 100.5374643538010 |
| 2008-11-01 | 100.2952630756980 |
| 2008-12-01 | 99.6368616173744 |
| 2009-01-01 | 99.9642165288519 |
| 2009-02-01 | 99.4185867036177 |
| 2009-03-01 | 99.0589580613759 |
| 2009-04-01 | 98.7491062373528 |
| 2009-05-01 | 98.4565169199617 |
| 2009-06-01 | 98.8038641546061 |
| 2009-07-01 | 98.6532502958475 |
| 2009-08-01 | 98.0090508825893 |
| 2009-09-01 | 96.2675836050752 |
| 2009-10-01 | 98.1814411015712 |
| 2009-11-01 | 97.9580792583773 |
| 2009-12-01 | 97.9218956408864 |
| 2010-01-01 | 97.7430279110727 |
| 2010-02-01 | 97.4720053080347 |
| 2010-03-01 | 97.3002011978305 |
| 2010-04-01 | 97.7449262778346 |
| 2010-05-01 | 97.4277889901316 |
| 2010-06-01 | 97.4570554055519 |
| 2010-07-01 | 97.4141470705511 |
| 2010-08-01 | 97.6212515480054 |
| 2010-09-01 | 95.7946060792831 |
| 2010-10-01 | 96.9524111320811 |
| 2010-11-01 | 97.0154968458508 |
| 2010-12-01 | 97.1889528322231 |
| 2011-01-01 | 97.3963114138070 |
| 2011-02-01 | 97.0122318012182 |
| 2011-03-01 | 97.2988597318961 |
| 2011-04-01 | 97.3021914162295 |
| 2011-05-01 | 96.4146336497505 |
| 2011-06-01 | 97.8520817213094 |
| 2011-07-01 | 97.9529844362432 |
| 2011-08-01 | 97.6329231917976 |
| 2011-09-01 | 97.9223512708643 |
| 2011-10-01 | 97.8548423074799 |
| 2011-11-01 | 97.6983891295905 |
| 2011-12-01 | 96.0534145661529 |
| 2012-01-01 | 97.3642800298404 |
| 2012-02-01 | 97.4765915284724 |
| 2012-03-01 | 97.4579654333918 |
| 2012-04-01 | 97.4607208738651 |
| 2012-05-01 | 97.1609098667699 |
| 2012-06-01 | 96.9290625186380 |
| 2012-07-01 | 97.0514030456677 |
| 2012-08-01 | 97.2196385236157 |
| 2012-09-01 | 97.0752202264166 |
| 2012-10-01 | 96.5410213687177 |
| 2012-11-01 | 96.8020199165133 |
| 2012-12-01 | 95.8090382980148 |
| 2013-01-01 | 96.2879810310542 |
| 2013-02-01 | 97.5074505402405 |
| 2013-03-01 | 97.2298694777681 |
| 2013-04-01 | 97.0073005004793 |
| 2013-05-01 | 96.9525149317275 |
| 2013-06-01 | 96.7875301797701 |
| 2013-07-01 | 97.2075983213894 |
| 2013-08-01 | 97.8402081190084 |
| 2013-09-01 | 98.2866207668149 |
| 2013-10-01 | 98.4437281439058 |
| 2013-11-01 | 98.6012485138741 |
| 2013-12-01 | 98.5899735293088 |
| 2014-01-01 | 98.3134701502314 |
| 2014-02-01 | 98.1882299352946 |
| 2014-03-01 | 98.3888845609606 |
| 2014-04-01 | 98.3737721173116 |
| 2014-05-01 | 99.0472070025937 |
| 2014-06-01 | 99.4196679879047 |
| 2014-07-01 | 99.2205820378789 |
| 2014-08-01 | 98.9264720548331 |
| 2014-09-01 | 98.6514218219439 |
| 2014-10-01 | 98.8003496983954 |
| 2014-11-01 | 98.5565971272581 |
| 2014-12-01 | 98.9667421433616 |
| 2015-01-01 | 99.0636570054879 |
| 2015-02-01 | 99.2870823379736 |
| 2015-03-01 | 99.2050047119051 |
| 2015-04-01 | 99.5602303876951 |
| 2015-05-01 | 99.3345528644603 |
| 2015-06-01 | 99.4764683362418 |
| 2015-07-01 | 99.7451412612312 |
| 2015-08-01 | 99.7223499329316 |
| 2015-09-01 | 99.1581303488176 |
| 2015-10-01 | 100.6889233536900 |
| 2015-11-01 | 100.2904396848250 |
| 2015-12-01 | 100.6605502665830 |
| 2016-01-01 | 100.8409004227100 |
| 2016-02-01 | 101.1121390553420 |
| 2016-03-01 | 101.3057909500860 |
| 2016-04-01 | 101.8723681765440 |
| 2016-05-01 | 101.8350367029050 |
| 2016-06-01 | 101.1301616735890 |
| 2016-07-01 | 102.2759791866920 |
| 2016-08-01 | 102.4040367317100 |
| 2016-09-01 | 102.7503085693070 |
| 2016-10-01 | 102.5651452933450 |
| 2016-11-01 | 102.7888342475300 |
| 2016-12-01 | 102.1877805922370 |
| 2017-01-01 | 103.3165298631720 |
| 2017-02-01 | 103.3684207964750 |
| 2017-03-01 | 103.0559616902850 |
| 2017-04-01 | 102.6072144431200 |
| 2017-05-01 | 102.8318393314140 |
| 2017-06-01 | 102.6640722495860 |
| 2017-07-01 | 102.6656611507990 |
| 2017-08-01 | 102.9919812318570 |
| 2017-09-01 | 103.0979453203890 |
| 2017-10-01 | 103.8061557841090 |
| 2017-11-01 | 103.8875515485480 |
| 2017-12-01 | 104.0697408770150 |
| 2018-01-01 | 104.1523937436220 |
| 2018-02-01 | 104.4331929038520 |
| 2018-03-01 | 104.2609147094930 |
| 2018-04-01 | 104.5898794908710 |
| 2018-05-01 | 104.5047690560690 |
| 2018-06-01 | 105.0087751114510 |
| 2018-07-01 | 104.7098929508580 |
| 2018-08-01 | 104.5946907119570 |
| 2018-09-01 | 104.9258470046580 |
| 2018-10-01 | 104.9599940421700 |
| 2018-11-01 | 105.2326245649390 |
| 2018-12-01 | 105.1618145034980 |
| 2019-01-01 | 105.2490382703240 |
| 2019-02-01 | 104.6373360560470 |
| 2019-03-01 | 105.4204541561260 |
| 2019-04-01 | 105.1690039878920 |
| 2019-05-01 | 105.0310968420920 |
| 2019-06-01 | 104.6660691265340 |
| 2019-07-01 | 104.7369031240440 |
| 2019-08-01 | 104.8957038588130 |
| 2019-09-01 | 105.0486672508290 |
| 2019-10-01 | 105.2744352798770 |
| 2019-11-01 | 105.4756110486300 |
| 2019-12-01 | 105.5898681276220 |
| 2020-01-01 | 106.0856254794170 |
| 2020-02-01 | 106.2681886809400 |
| 2020-03-01 | 105.8144174975840 |
| 2020-04-01 | 83.9953900989693 |
| 2020-05-01 | 86.4233797862720 |
| 2020-06-01 | 90.3129145179042 |
| 2020-07-01 | 93.9103155229807 |
| 2020-08-01 | 94.7234675009874 |
| 2020-09-01 | 94.6961900016360 |
| 2020-10-01 | 95.5896703745365 |
| 2020-11-01 | 95.1968076872059 |
| 2020-12-01 | 93.4323537633172 |
| 2021-01-01 | 94.4113573993172 |
| 2021-02-01 | 95.8034716427987 |
| 2021-03-01 | 96.2203573677790 |
| 2021-04-01 | 95.7555186431362 |
| 2021-05-01 | 96.4095964372951 |
| 2021-06-01 | 96.8285079728774 |
| 2021-07-01 | 98.4596060714636 |
| 2021-08-01 | 98.0984370633435 |
| 2021-09-01 | 97.1579241681846 |
| 2021-10-01 | 98.5960669815846 |
| 2021-11-01 | 99.0670305238180 |
| 2021-12-01 | 99.9023452524725 |
| 2022-01-01 | 99.9165872015631 |
| 2022-02-01 | 100.1163664349330 |
| 2022-03-01 | 100.1605980486910 |
| 2022-04-01 | 100.6961260080560 |
| 2022-05-01 | 100.8103116867410 |
| 2022-06-01 | 100.7603405273950 |
| 2022-07-01 | 100.7652310791560 |
| 2022-08-01 | 99.9064462158950 |
| 2022-09-01 | 100.2501580204600 |
| 2022-10-01 | 99.9534197612430 |
| 2022-11-01 | 100.0415689509820 |
| 2022-12-01 | 100.2204529653910 |
| 2023-01-01 | 100.4678972507030 |
| 2023-02-01 | 100.7329233863750 |
| 2023-03-01 | 101.2493811569350 |
| 2023-04-01 | 101.3038845595850 |
| 2023-05-01 | 101.9444005480820 |
| 2023-06-01 | 101.4114246212080 |
| 2023-07-01 | 101.5051640545410 |
| 2023-08-01 | 101.5524086075250 |
| 2023-09-01 | 101.6319002150120 |
| 2023-10-01 | 101.8762469792550 |
| 2023-11-01 | 102.0777593952990 |
| 2023-12-01 | 101.9085986580700 |
| 2024-01-01 | 102.2047746660170 |
| 2024-02-01 | 102.1525635766640 |
| 2024-03-01 | 102.5168337476170 |
| 2024-04-01 | 102.5193247026510 |
| 2024-05-01 | 102.7054290716100 |
| 2024-06-01 | 103.0409216722880 |
| 2024-07-01 | 103.2075246128630 |
| 2024-08-01 | 103.3770109516220 |
| 2024-09-01 | 103.4982508267340 |
| 2024-10-01 | 103.9675925545400 |
| 2024-11-01 | 103.7497014647700 |
| 2024-12-01 | 103.9493638879060 |
| 2025-01-01 | 104.4301556577170 |
| 2025-02-01 | 104.5701009793430 |
| 2025-03-01 | 104.3327146458930 |
| 2025-04-01 | 104.4689216841670 |
| 2025-05-01 | 104.2928972301500 |
| 2025-06-01 | 104.4202304447000 |
| 2025-07-01 | 104.0226650823220 |
| 2025-08-01 | 104.5637258919050 |
| 2025-09-01 | 103.9354208765240 |
| 2025-10-01 | 103.7432221566100 |
| 2025-11-01 | 103.6794456731040 |
| 2025-12-01 | 103.7763043111650 |
| 2026-01-01 | 103.6973694355880 |
| 2026-02-01 | 103.4594696561480 |
| 2026-03-01 | 103.4424526635620 |
| 2026-04-01 | 103.6619787443960 |
| 2026-05-01 | 103.6943799059660 |
| 2026-06-01 | 103.7235581098580 |