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 2026-04-01 |
| Last Updated | 2026-05-26 1:46 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 | 79.0665013948115 |
| 1990-02-01 | 79.4780803580187 |
| 1990-03-01 | 79.7088832642060 |
| 1990-04-01 | 80.6583457518627 |
| 1990-05-01 | 81.1368385069585 |
| 1990-06-01 | 81.5175907218394 |
| 1990-07-01 | 82.5754515333996 |
| 1990-08-01 | 81.2291942296817 |
| 1990-09-01 | 81.4344122048797 |
| 1990-10-01 | 81.0554742336744 |
| 1990-11-01 | 81.2840516856639 |
| 1990-12-01 | 80.8533003885183 |
| 1991-01-01 | 81.0374437624051 |
| 1991-02-01 | 81.4926107763420 |
| 1991-03-01 | 81.7088378658852 |
| 1991-04-01 | 81.5571157191310 |
| 1991-05-01 | 81.6748871927478 |
| 1991-06-01 | 81.7860633243305 |
| 1991-07-01 | 81.7294746175804 |
| 1991-08-01 | 80.9159937349010 |
| 1991-09-01 | 82.3249402775699 |
| 1991-10-01 | 82.6518280900912 |
| 1991-11-01 | 82.5321471146501 |
| 1991-12-01 | 83.2470827911919 |
| 1992-01-01 | 83.0971755336797 |
| 1992-02-01 | 83.1186163748861 |
| 1992-03-01 | 83.1841822961586 |
| 1992-04-01 | 83.2908650861956 |
| 1992-05-01 | 83.8636894213682 |
| 1992-06-01 | 84.1066106137880 |
| 1992-07-01 | 83.4730977630743 |
| 1992-08-01 | 83.6640522714271 |
| 1992-09-01 | 83.2167385856930 |
| 1992-10-01 | 83.2311484929170 |
| 1992-11-01 | 83.2380200584245 |
| 1992-12-01 | 82.7897328215324 |
| 1993-01-01 | 84.2772527194869 |
| 1993-02-01 | 84.0825461509140 |
| 1993-03-01 | 84.2167254488468 |
| 1993-04-01 | 84.0670553856194 |
| 1993-05-01 | 83.4403721049825 |
| 1993-06-01 | 83.4724167426861 |
| 1993-07-01 | 84.0852579093161 |
| 1993-08-01 | 84.5039877168099 |
| 1993-09-01 | 84.9449766478877 |
| 1993-10-01 | 85.5380611634108 |
| 1993-11-01 | 85.3044296139911 |
| 1993-12-01 | 85.2021065845101 |
| 1994-01-01 | 85.5975262053559 |
| 1994-02-01 | 85.6374198044800 |
| 1994-03-01 | 85.9660483722636 |
| 1994-04-01 | 87.4432066474817 |
| 1994-05-01 | 87.2264298563349 |
| 1994-06-01 | 86.8057815094035 |
| 1994-07-01 | 88.0089921854495 |
| 1994-08-01 | 87.6365772878435 |
| 1994-09-01 | 87.8902160550877 |
| 1994-10-01 | 87.5029830050593 |
| 1994-11-01 | 87.9865325043859 |
| 1994-12-01 | 87.7897919759411 |
| 1995-01-01 | 88.2910934205194 |
| 1995-02-01 | 88.3192268867576 |
| 1995-03-01 | 88.6840421367828 |
| 1995-04-01 | 88.3871460286028 |
| 1995-05-01 | 88.3020874962725 |
| 1995-06-01 | 88.4363835867004 |
| 1995-07-01 | 88.8527617706515 |
| 1995-08-01 | 89.7919344133331 |
| 1995-09-01 | 89.5839039769544 |
| 1995-10-01 | 89.6174937564744 |
| 1995-11-01 | 90.0748335482782 |
| 1995-12-01 | 90.1720222665284 |
| 1996-01-01 | 90.2485520560731 |
| 1996-02-01 | 90.2909574789893 |
| 1996-03-01 | 90.2718200773558 |
| 1996-04-01 | 89.9917318108333 |
| 1996-05-01 | 90.2187779900769 |
| 1996-06-01 | 91.1331892521038 |
| 1996-07-01 | 90.7544079850965 |
| 1996-08-01 | 90.6287833187205 |
| 1996-09-01 | 90.7783174510035 |
| 1996-10-01 | 91.1382294179231 |
| 1996-11-01 | 91.3508777808964 |
| 1996-12-01 | 91.4758973527773 |
| 1997-01-01 | 91.1191773674255 |
| 1997-02-01 | 91.2422393324749 |
| 1997-03-01 | 90.9410139000007 |
| 1997-04-01 | 91.3736852676698 |
| 1997-05-01 | 91.6423894490872 |
| 1997-06-01 | 92.0257498445030 |
| 1997-07-01 | 92.0885617213080 |
| 1997-08-01 | 92.0704689479764 |
| 1997-09-01 | 91.9685415089977 |
| 1997-10-01 | 92.3037012840795 |
| 1997-11-01 | 91.8705532351145 |
| 1997-12-01 | 92.4194217030795 |
| 1998-01-01 | 92.6903120557700 |
| 1998-02-01 | 92.8500194298312 |
| 1998-03-01 | 93.0723502855718 |
| 1998-04-01 | 93.1928669129746 |
| 1998-05-01 | 92.9182352754544 |
| 1998-06-01 | 93.4765307239433 |
| 1998-07-01 | 92.3600305973873 |
| 1998-08-01 | 91.6295524634132 |
| 1998-09-01 | 92.1454327127885 |
| 1998-10-01 | 94.0480058422227 |
| 1998-11-01 | 93.5550677901475 |
| 1998-12-01 | 93.6753729676033 |
| 1999-01-01 | 92.9943374878048 |
| 1999-02-01 | 92.9176703215809 |
| 1999-03-01 | 93.2264801399925 |
| 1999-04-01 | 95.8714601450981 |
| 1999-05-01 | 94.8299374810221 |
| 1999-06-01 | 96.2940792943220 |
| 1999-07-01 | 96.3743898673950 |
| 1999-08-01 | 96.4814127017512 |
| 1999-09-01 | 93.6270036354655 |
| 1999-10-01 | 95.9888841454000 |
| 1999-11-01 | 96.0238048394452 |
| 1999-12-01 | 95.5955708564887 |
| 2000-01-01 | 96.6028097417657 |
| 2000-02-01 | 96.9336554070296 |
| 2000-03-01 | 97.0970816261869 |
| 2000-04-01 | 97.2463018675802 |
| 2000-05-01 | 97.7805580898381 |
| 2000-06-01 | 97.9697731991268 |
| 2000-07-01 | 99.0380745271604 |
| 2000-08-01 | 99.4139345628400 |
| 2000-09-01 | 99.7811949997151 |
| 2000-10-01 | 99.2002265190322 |
| 2000-11-01 | 99.2914154957909 |
| 2000-12-01 | 99.1769962485148 |
| 2001-01-01 | 98.0851438679739 |
| 2001-02-01 | 98.0861953982128 |
| 2001-03-01 | 97.3008170573592 |
| 2001-04-01 | 97.3638394358690 |
| 2001-05-01 | 97.0047136398869 |
| 2001-06-01 | 97.5980003551920 |
| 2001-07-01 | 95.7252128494416 |
| 2001-08-01 | 95.5494607239330 |
| 2001-09-01 | 94.7823929579061 |
| 2001-10-01 | 98.1648163101948 |
| 2001-11-01 | 98.1064513118862 |
| 2001-12-01 | 98.0386781653232 |
| 2002-01-01 | 98.1469100353771 |
| 2002-02-01 | 98.0971816161823 |
| 2002-03-01 | 98.5308783215709 |
| 2002-04-01 | 98.5787354290235 |
| 2002-05-01 | 99.0141860332712 |
| 2002-06-01 | 100.0046807956060 |
| 2002-07-01 | 98.3321685951777 |
| 2002-08-01 | 98.1679514607964 |
| 2002-09-01 | 97.7453036627173 |
| 2002-10-01 | 98.2098728001885 |
| 2002-11-01 | 97.6725737687519 |
| 2002-12-01 | 97.7534212240496 |
| 2003-01-01 | 98.8011435576344 |
| 2003-02-01 | 98.1324882118265 |
| 2003-03-01 | 98.1614756285532 |
| 2003-04-01 | 98.7849623336784 |
| 2003-05-01 | 96.4251776128655 |
| 2003-06-01 | 97.3880970743113 |
| 2003-07-01 | 97.6471439132973 |
| 2003-08-01 | 98.0177030733875 |
| 2003-09-01 | 98.3683829142299 |
| 2003-10-01 | 98.5367520264892 |
| 2003-11-01 | 98.7748030483647 |
| 2003-12-01 | 97.8753866274356 |
| 2004-01-01 | 99.4273782273158 |
| 2004-02-01 | 98.7852330031564 |
| 2004-03-01 | 98.8554479014792 |
| 2004-04-01 | 98.6067612778541 |
| 2004-05-01 | 98.9642043577146 |
| 2004-06-01 | 98.5955443803143 |
| 2004-07-01 | 100.4088162333160 |
| 2004-08-01 | 99.2257488807952 |
| 2004-09-01 | 99.3669926905040 |
| 2004-10-01 | 99.1864013741075 |
| 2004-11-01 | 98.9533949168009 |
| 2004-12-01 | 98.7099457555864 |
| 2005-01-01 | 98.8817009623476 |
| 2005-02-01 | 99.4040827736052 |
| 2005-03-01 | 99.2274158799167 |
| 2005-04-01 | 100.7838714841430 |
| 2005-05-01 | 99.7727720946874 |
| 2005-06-01 | 99.6672430503803 |
| 2005-07-01 | 99.5732349816114 |
| 2005-08-01 | 99.3244953633343 |
| 2005-09-01 | 99.9806804545085 |
| 2005-10-01 | 99.6125080077657 |
| 2005-11-01 | 100.1324879130290 |
| 2005-12-01 | 100.1173627219930 |
| 2006-01-01 | 99.1877030117661 |
| 2006-02-01 | 99.7637457310020 |
| 2006-03-01 | 100.1007092815750 |
| 2006-04-01 | 100.2894396352350 |
| 2006-05-01 | 99.7234349629909 |
| 2006-06-01 | 99.6484747341559 |
| 2006-07-01 | 99.4364432980508 |
| 2006-08-01 | 99.7507182985586 |
| 2006-09-01 | 100.1742378282570 |
| 2006-10-01 | 100.2288820863140 |
| 2006-11-01 | 100.4149830564620 |
| 2006-12-01 | 100.5950760964320 |
| 2007-01-01 | 100.2826733411290 |
| 2007-02-01 | 101.0276219204200 |
| 2007-03-01 | 101.5242137068530 |
| 2007-04-01 | 100.7986069959080 |
| 2007-05-01 | 100.7761302888770 |
| 2007-06-01 | 101.1229522982580 |
| 2007-07-01 | 100.7218207017150 |
| 2007-08-01 | 100.5639625504120 |
| 2007-09-01 | 100.4308874483300 |
| 2007-10-01 | 100.2237705324070 |
| 2007-11-01 | 100.0403795204070 |
| 2007-12-01 | 100.4081873603260 |
| 2008-01-01 | 100.7652792231030 |
| 2008-02-01 | 100.3097122536770 |
| 2008-03-01 | 100.3530619699500 |
| 2008-04-01 | 100.2314830441400 |
| 2008-05-01 | 100.6411412599990 |
| 2008-06-01 | 100.4115419454400 |
| 2008-07-01 | 100.4381981753110 |
| 2008-08-01 | 100.6256762743960 |
| 2008-09-01 | 100.2747343191770 |
| 2008-10-01 | 100.5374644349240 |
| 2008-11-01 | 100.2952630931560 |
| 2008-12-01 | 99.6368615235288 |
| 2009-01-01 | 99.9642149966244 |
| 2009-02-01 | 99.4185865989250 |
| 2009-03-01 | 99.0589580541810 |
| 2009-04-01 | 98.7491066661638 |
| 2009-05-01 | 98.4565169663828 |
| 2009-06-01 | 98.8038643887500 |
| 2009-07-01 | 98.6532505611681 |
| 2009-08-01 | 98.0090509972436 |
| 2009-09-01 | 96.2675840307165 |
| 2009-10-01 | 98.1814415310095 |
| 2009-11-01 | 97.9580797345883 |
| 2009-12-01 | 97.9218957222730 |
| 2010-01-01 | 97.7430273836347 |
| 2010-02-01 | 97.4720029398824 |
| 2010-03-01 | 97.3002014390400 |
| 2010-04-01 | 97.7449262442892 |
| 2010-05-01 | 97.4277886054899 |
| 2010-06-01 | 97.4570552607025 |
| 2010-07-01 | 97.4141472791037 |
| 2010-08-01 | 97.6212521116640 |
| 2010-09-01 | 95.7946074455400 |
| 2010-10-01 | 96.9524128151123 |
| 2010-11-01 | 97.0154986517171 |
| 2010-12-01 | 97.1889535876305 |
| 2011-01-01 | 97.3963114688838 |
| 2011-02-01 | 97.0122263476204 |
| 2011-03-01 | 97.2988586531381 |
| 2011-04-01 | 97.3021890470980 |
| 2011-05-01 | 96.4146305464405 |
| 2011-06-01 | 97.8520815306631 |
| 2011-07-01 | 97.9529848934054 |
| 2011-08-01 | 97.6329269246908 |
| 2011-09-01 | 97.9223578253046 |
| 2011-10-01 | 97.8548491466336 |
| 2011-11-01 | 97.6983939714476 |
| 2011-12-01 | 96.0534147050084 |
| 2012-01-01 | 97.3642768645186 |
| 2012-02-01 | 97.4765782970951 |
| 2012-03-01 | 97.4579592921737 |
| 2012-04-01 | 97.4607136130716 |
| 2012-05-01 | 97.1609029669096 |
| 2012-06-01 | 96.9290627236419 |
| 2012-07-01 | 97.0514040311553 |
| 2012-08-01 | 97.2196446851667 |
| 2012-09-01 | 97.0752359751500 |
| 2012-10-01 | 96.5410700660827 |
| 2012-11-01 | 96.8020195690445 |
| 2012-12-01 | 95.8090275201138 |
| 2013-01-01 | 96.2879629507256 |
| 2013-02-01 | 97.5074216993249 |
| 2013-03-01 | 97.2298500207914 |
| 2013-04-01 | 97.0072841431964 |
| 2013-05-01 | 96.9525031941405 |
| 2013-06-01 | 96.7875383170690 |
| 2013-07-01 | 97.2076007182019 |
| 2013-08-01 | 97.8402227195577 |
| 2013-09-01 | 98.2866569744876 |
| 2013-10-01 | 98.4438350442876 |
| 2013-11-01 | 98.6012684617139 |
| 2013-12-01 | 98.5899702323327 |
| 2014-01-01 | 98.3133946189216 |
| 2014-02-01 | 98.1880747489458 |
| 2014-03-01 | 98.3888856366734 |
| 2014-04-01 | 98.3737711055852 |
| 2014-05-01 | 99.0472071199180 |
| 2014-06-01 | 99.4196956785361 |
| 2014-07-01 | 99.2205989836200 |
| 2014-08-01 | 98.9265061087478 |
| 2014-09-01 | 98.6514871388604 |
| 2014-10-01 | 98.8005198231408 |
| 2014-11-01 | 98.5566334064224 |
| 2014-12-01 | 98.9667307005296 |
| 2015-01-01 | 99.0634982168052 |
| 2015-02-01 | 99.2867742820537 |
| 2015-03-01 | 99.2050032612635 |
| 2015-04-01 | 99.5602368113014 |
| 2015-05-01 | 99.3345753993326 |
| 2015-06-01 | 99.4765419273972 |
| 2015-07-01 | 99.7452107566387 |
| 2015-08-01 | 99.7224482402105 |
| 2015-09-01 | 99.1582597169440 |
| 2015-10-01 | 100.6891403019300 |
| 2015-11-01 | 100.2904986730770 |
| 2015-12-01 | 100.6605190699720 |
| 2016-01-01 | 100.8406353974540 |
| 2016-02-01 | 101.1115001726140 |
| 2016-03-01 | 101.3057758771720 |
| 2016-04-01 | 101.8723919809630 |
| 2016-05-01 | 101.8351165913920 |
| 2016-06-01 | 101.1303296216170 |
| 2016-07-01 | 102.2761767667140 |
| 2016-08-01 | 102.4042731836970 |
| 2016-09-01 | 102.7505579604690 |
| 2016-10-01 | 102.5654327497890 |
| 2016-11-01 | 102.7888942430410 |
| 2016-12-01 | 102.1876564684790 |
| 2017-01-01 | 103.3160669678360 |
| 2017-02-01 | 103.3673375896080 |
| 2017-03-01 | 103.0558955629370 |
| 2017-04-01 | 102.6071870874980 |
| 2017-05-01 | 102.8318873143210 |
| 2017-06-01 | 102.6646228483930 |
| 2017-07-01 | 102.6660794006430 |
| 2017-08-01 | 102.9923992324480 |
| 2017-09-01 | 103.0983333869320 |
| 2017-10-01 | 103.8065539562180 |
| 2017-11-01 | 103.8877166370250 |
| 2017-12-01 | 104.0695801472310 |
| 2018-01-01 | 104.1511384585010 |
| 2018-02-01 | 104.4318858992590 |
| 2018-03-01 | 104.2605939073780 |
| 2018-04-01 | 104.5899253578910 |
| 2018-05-01 | 104.5048513168610 |
| 2018-06-01 | 105.0097238756090 |
| 2018-07-01 | 104.7106436492800 |
| 2018-08-01 | 104.5952318774790 |
| 2018-09-01 | 104.9264768972540 |
| 2018-10-01 | 104.9604284382650 |
| 2018-11-01 | 105.2328243992410 |
| 2018-12-01 | 105.1615643258300 |
| 2019-01-01 | 105.2470089583150 |
| 2019-02-01 | 104.6360492068070 |
| 2019-03-01 | 105.4198247740340 |
| 2019-04-01 | 105.1690795910260 |
| 2019-05-01 | 105.0311748752850 |
| 2019-06-01 | 104.6673791911350 |
| 2019-07-01 | 104.7379393243530 |
| 2019-08-01 | 104.8963153639180 |
| 2019-09-01 | 105.0494853441460 |
| 2019-10-01 | 105.2748564841280 |
| 2019-11-01 | 105.4758305381850 |
| 2019-12-01 | 105.5895828794600 |
| 2020-01-01 | 106.0829655457410 |
| 2020-02-01 | 106.2671828517660 |
| 2020-03-01 | 105.8135511531590 |
| 2020-04-01 | 83.9956342629521 |
| 2020-05-01 | 86.4230198033308 |
| 2020-06-01 | 90.3144123221890 |
| 2020-07-01 | 93.9116736661601 |
| 2020-08-01 | 94.7242473741646 |
| 2020-09-01 | 94.6973241450130 |
| 2020-10-01 | 95.5901409593595 |
| 2020-11-01 | 95.1969403015023 |
| 2020-12-01 | 93.4318349605714 |
| 2021-01-01 | 94.4084117304796 |
| 2021-02-01 | 95.8023889295669 |
| 2021-03-01 | 96.2192172978683 |
| 2021-04-01 | 95.7556910300928 |
| 2021-05-01 | 96.4087532598911 |
| 2021-06-01 | 96.8303073559441 |
| 2021-07-01 | 98.4613975127483 |
| 2021-08-01 | 98.0997580742514 |
| 2021-09-01 | 97.1596577452681 |
| 2021-10-01 | 98.5969870231621 |
| 2021-11-01 | 99.0672740021788 |
| 2021-12-01 | 99.9014522526791 |
| 2022-01-01 | 99.9128556845103 |
| 2022-02-01 | 100.1145241036280 |
| 2022-03-01 | 100.1584985844450 |
| 2022-04-01 | 100.6958996709470 |
| 2022-05-01 | 100.8091001002000 |
| 2022-06-01 | 100.7625177823110 |
| 2022-07-01 | 100.7679700461600 |
| 2022-08-01 | 99.9086594574591 |
| 2022-09-01 | 100.2536171375790 |
| 2022-10-01 | 99.9559028544881 |
| 2022-11-01 | 100.0428074651120 |
| 2022-12-01 | 100.2194982803180 |
| 2023-01-01 | 100.4629168564460 |
| 2023-02-01 | 100.7269859604340 |
| 2023-03-01 | 101.2406936550110 |
| 2023-04-01 | 101.3075904139720 |
| 2023-05-01 | 101.9390826496320 |
| 2023-06-01 | 101.4195231682490 |
| 2023-07-01 | 101.5097507084470 |
| 2023-08-01 | 101.5561559416120 |
| 2023-09-01 | 101.6371303522330 |
| 2023-10-01 | 101.8808821113710 |
| 2023-11-01 | 102.0805376459770 |
| 2023-12-01 | 101.9076790801930 |
| 2024-01-01 | 102.1983606773470 |
| 2024-02-01 | 102.1408010825590 |
| 2024-03-01 | 102.4981542825620 |
| 2024-04-01 | 102.5261915415660 |
| 2024-05-01 | 102.7024409912740 |
| 2024-06-01 | 103.0497303977330 |
| 2024-07-01 | 103.2148005246730 |
| 2024-08-01 | 103.3828406576850 |
| 2024-09-01 | 103.5056780678760 |
| 2024-10-01 | 103.9747419708730 |
| 2024-11-01 | 103.7546506867490 |
| 2024-12-01 | 103.9489940345610 |
| 2025-01-01 | 104.4222003209880 |
| 2025-02-01 | 104.5515749335130 |
| 2025-03-01 | 104.3021365279230 |
| 2025-04-01 | 104.4800282876120 |
| 2025-05-01 | 104.2922803759110 |
| 2025-06-01 | 104.4308943087240 |
| 2025-07-01 | 104.0326565681010 |
| 2025-08-01 | 104.5716513408890 |
| 2025-09-01 | 103.9443194079840 |
| 2025-10-01 | 103.7522383194020 |
| 2025-11-01 | 103.6860642626150 |
| 2025-12-01 | 103.7764321801940 |
| 2026-01-01 | 103.6883270197720 |
| 2026-02-01 | 103.4366179893040 |
| 2026-03-01 | 103.4035481371600 |
| 2026-04-01 | 103.4741772393570 |