Table Data - All Employees: Wholesale Trade in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Wholesale Trade in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | SMU26280204100000001SA |
| 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 2025-09-01 |
| Last Updated | 2025-12-12 3:11 AM CST |
| 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 | 3.73598067229285 |
| 1990-02-01 | 3.73821674592905 |
| 1990-03-01 | 3.77673999790100 |
| 1990-04-01 | 3.78296729018734 |
| 1990-05-01 | 3.85478103619938 |
| 1990-06-01 | 3.78682107986036 |
| 1990-07-01 | 3.80335094786054 |
| 1990-08-01 | 3.90556722968523 |
| 1990-09-01 | 3.81593064491184 |
| 1990-10-01 | 3.82247060544234 |
| 1990-11-01 | 3.78623168942787 |
| 1990-12-01 | 3.78974997409218 |
| 1991-01-01 | 3.53289166257889 |
| 1991-02-01 | 3.53598418876863 |
| 1991-03-01 | 3.48066871978235 |
| 1991-04-01 | 3.48494330991696 |
| 1991-05-01 | 3.46243486229882 |
| 1991-06-01 | 3.48881388582485 |
| 1991-07-01 | 3.39523516168272 |
| 1991-08-01 | 3.40551821892765 |
| 1991-09-01 | 3.31351343971913 |
| 1991-10-01 | 3.51905858564450 |
| 1991-11-01 | 3.38961243997000 |
| 1991-12-01 | 3.39284428186356 |
| 1992-01-01 | 3.32861468277663 |
| 1992-02-01 | 3.33216918426745 |
| 1992-03-01 | 3.38767303128951 |
| 1992-04-01 | 3.38479208843058 |
| 1992-05-01 | 3.37189619783377 |
| 1992-06-01 | 3.38516064674315 |
| 1992-07-01 | 3.38445474056991 |
| 1992-08-01 | 3.40677194917494 |
| 1992-09-01 | 3.41519330218037 |
| 1992-10-01 | 3.41551372381366 |
| 1992-11-01 | 3.49258858478619 |
| 1992-12-01 | 3.49221830745442 |
| 1993-01-01 | 3.52594950293749 |
| 1993-02-01 | 3.53604029637763 |
| 1993-03-01 | 3.59569349358389 |
| 1993-04-01 | 3.48442903127077 |
| 1993-05-01 | 3.47919428757925 |
| 1993-06-01 | 3.48136918654817 |
| 1993-07-01 | 3.57192524044406 |
| 1993-08-01 | 3.50492016346428 |
| 1993-09-01 | 3.62045797500296 |
| 1993-10-01 | 3.50993416795592 |
| 1993-11-01 | 3.49868046532365 |
| 1993-12-01 | 3.48904602150156 |
| 1994-01-01 | 3.51961897032254 |
| 1994-02-01 | 3.43517880829668 |
| 1994-03-01 | 3.61016914250819 |
| 1994-04-01 | 3.68628489623386 |
| 1994-05-01 | 3.68234082610565 |
| 1994-06-01 | 3.67781166945608 |
| 1994-07-01 | 3.76278553147813 |
| 1994-08-01 | 3.70134650207752 |
| 1994-09-01 | 3.72123803715624 |
| 1994-10-01 | 3.70423113621206 |
| 1994-11-01 | 3.70793281090568 |
| 1994-12-01 | 3.67966123143677 |
| 1995-01-01 | 3.71581130760739 |
| 1995-02-01 | 3.73947018315449 |
| 1995-03-01 | 3.72784384784983 |
| 1995-04-01 | 3.78979450567871 |
| 1995-05-01 | 3.78101577488488 |
| 1995-06-01 | 3.87516267332616 |
| 1995-07-01 | 3.85864010081501 |
| 1995-08-01 | 3.89932517169776 |
| 1995-09-01 | 3.91881100389254 |
| 1995-10-01 | 3.99845774717881 |
| 1995-11-01 | 4.01608293449508 |
| 1995-12-01 | 4.06806559770889 |
| 1996-01-01 | 4.11672624084936 |
| 1996-02-01 | 4.03934838105052 |
| 1996-03-01 | 4.04634190269339 |
| 1996-04-01 | 3.99422159608470 |
| 1996-05-01 | 3.97589531602669 |
| 1996-06-01 | 3.97432332276488 |
| 1996-07-01 | 3.95917124339151 |
| 1996-08-01 | 4.00145961240849 |
| 1996-09-01 | 3.91139881173802 |
| 1996-10-01 | 3.99726970917618 |
| 1996-11-01 | 3.91830143536305 |
| 1996-12-01 | 3.96154426947644 |
| 1997-01-01 | 3.91689111320046 |
| 1997-02-01 | 3.93556849161232 |
| 1997-03-01 | 3.95206811126879 |
| 1997-04-01 | 3.99563015051438 |
| 1997-05-01 | 4.07265299734463 |
| 1997-06-01 | 3.97585749783875 |
| 1997-07-01 | 3.96194330309944 |
| 1997-08-01 | 4.10413333377170 |
| 1997-09-01 | 4.00622209245155 |
| 1997-10-01 | 3.90218177320246 |
| 1997-11-01 | 3.91776073968905 |
| 1997-12-01 | 3.95933797966458 |
| 1998-01-01 | 3.92426222976638 |
| 1998-02-01 | 3.92779116371635 |
| 1998-03-01 | 3.84489697556531 |
| 1998-04-01 | 3.89289599151012 |
| 1998-05-01 | 3.86621470266230 |
| 1998-06-01 | 3.98357923334129 |
| 1998-07-01 | 3.96964258144139 |
| 1998-08-01 | 3.90386385333539 |
| 1998-09-01 | 4.00266056548859 |
| 1998-10-01 | 4.01445754006473 |
| 1998-11-01 | 4.01827239390271 |
| 1998-12-01 | 3.96516419852149 |
| 1999-01-01 | 3.93125412803106 |
| 1999-02-01 | 3.91338741363929 |
| 1999-03-01 | 3.93091898500893 |
| 1999-04-01 | 3.78635110032005 |
| 1999-05-01 | 3.86286950486502 |
| 1999-06-01 | 3.78640083271603 |
| 1999-07-01 | 3.88259563955143 |
| 1999-08-01 | 3.80310542858540 |
| 1999-09-01 | 3.70308769417097 |
| 1999-10-01 | 3.92462829123422 |
| 1999-11-01 | 3.91974645397745 |
| 1999-12-01 | 3.78072219569481 |
| 2000-01-01 | 3.84046116805472 |
| 2000-02-01 | 3.79643102038852 |
| 2000-03-01 | 3.80892949885424 |
| 2000-04-01 | 3.87466867874664 |
| 2000-05-01 | 3.85653972677214 |
| 2000-06-01 | 3.88418572377297 |
| 2000-07-01 | 3.89959562119031 |
| 2000-08-01 | 3.90186867788262 |
| 2000-09-01 | 3.91051613968358 |
| 2000-10-01 | 3.83155984999772 |
| 2000-11-01 | 3.92276525155385 |
| 2000-12-01 | 3.99681276719956 |
| 2001-01-01 | 3.94898327295463 |
| 2001-02-01 | 3.98405061027026 |
| 2001-03-01 | 3.98740500113105 |
| 2001-04-01 | 3.96098029490058 |
| 2001-05-01 | 3.95150761016345 |
| 2001-06-01 | 3.87705395978222 |
| 2001-07-01 | 3.81428941390690 |
| 2001-08-01 | 3.89970864388137 |
| 2001-09-01 | 3.81848138668494 |
| 2001-10-01 | 3.83362733889658 |
| 2001-11-01 | 3.82767993194655 |
| 2001-12-01 | 3.80994500014041 |
| 2002-01-01 | 4.16128530914670 |
| 2002-02-01 | 4.18168915273109 |
| 2002-03-01 | 4.16935745554015 |
| 2002-04-01 | 4.05059393619063 |
| 2002-05-01 | 4.03966052850978 |
| 2002-06-01 | 4.06842423249095 |
| 2002-07-01 | 4.02301992524186 |
| 2002-08-01 | 4.09503185588804 |
| 2002-09-01 | 4.12826923907141 |
| 2002-10-01 | 4.13746414918261 |
| 2002-11-01 | 4.13312439771115 |
| 2002-12-01 | 4.11899801755126 |
| 2003-01-01 | 4.37254679796107 |
| 2003-02-01 | 4.29076113541287 |
| 2003-03-01 | 4.26023841191535 |
| 2003-04-01 | 4.34631846985589 |
| 2003-05-01 | 4.42702233715243 |
| 2003-06-01 | 4.35377283323958 |
| 2003-07-01 | 4.21845576802547 |
| 2003-08-01 | 4.19278710669627 |
| 2003-09-01 | 4.22955092398888 |
| 2003-10-01 | 4.23612520741902 |
| 2003-11-01 | 4.23802769582912 |
| 2003-12-01 | 4.22524163363218 |
| 2004-01-01 | 4.17524504968786 |
| 2004-02-01 | 4.20831060019116 |
| 2004-03-01 | 4.26104021352010 |
| 2004-04-01 | 4.25079626982528 |
| 2004-05-01 | 4.22021138852303 |
| 2004-06-01 | 4.14957628506309 |
| 2004-07-01 | 4.30318712893384 |
| 2004-08-01 | 4.19189332840663 |
| 2004-09-01 | 4.22833134508971 |
| 2004-10-01 | 4.23489692151114 |
| 2004-11-01 | 4.23646785730099 |
| 2004-12-01 | 4.22554381502488 |
| 2005-01-01 | 4.28246426366413 |
| 2005-02-01 | 4.22914940672016 |
| 2005-03-01 | 4.26613255706142 |
| 2005-04-01 | 4.25582590343939 |
| 2005-05-01 | 4.30880378833142 |
| 2005-06-01 | 4.34808527077789 |
| 2005-07-01 | 4.38659657091492 |
| 2005-08-01 | 4.39130605017326 |
| 2005-09-01 | 4.32207882353635 |
| 2005-10-01 | 4.33599279794300 |
| 2005-11-01 | 4.33605059555735 |
| 2005-12-01 | 4.32172359580163 |
| 2006-01-01 | 4.28380446591923 |
| 2006-02-01 | 4.24530167751534 |
| 2006-03-01 | 4.27777802931335 |
| 2006-04-01 | 4.25795430787315 |
| 2006-05-01 | 4.29885714658993 |
| 2006-06-01 | 4.35288293165480 |
| 2006-07-01 | 4.38053113495167 |
| 2006-08-01 | 4.38974181939353 |
| 2006-09-01 | 4.41787992238921 |
| 2006-10-01 | 4.43539955556638 |
| 2006-11-01 | 4.42914811693460 |
| 2006-12-01 | 4.41373185156311 |
| 2007-01-01 | 4.69383626629748 |
| 2007-02-01 | 4.66332500643485 |
| 2007-03-01 | 4.69060802169961 |
| 2007-04-01 | 4.75349054219158 |
| 2007-05-01 | 4.78052484490995 |
| 2007-06-01 | 4.75136757169577 |
| 2007-07-01 | 4.67920009629688 |
| 2007-08-01 | 4.79247011129564 |
| 2007-09-01 | 4.81425714020061 |
| 2007-10-01 | 4.73334098322910 |
| 2007-11-01 | 4.82223869221581 |
| 2007-12-01 | 4.80751537099066 |
| 2008-01-01 | 4.79533034666242 |
| 2008-02-01 | 4.87466204563955 |
| 2008-03-01 | 4.80905948475225 |
| 2008-04-01 | 4.74598534551143 |
| 2008-05-01 | 4.78077811827033 |
| 2008-06-01 | 4.74641554036328 |
| 2008-07-01 | 4.68536158372114 |
| 2008-08-01 | 4.80011643716550 |
| 2008-09-01 | 4.81300027723947 |
| 2008-10-01 | 4.93021691188273 |
| 2008-11-01 | 4.81030188722195 |
| 2008-12-01 | 4.79711272206594 |
| 2009-01-01 | 4.79573122465839 |
| 2009-02-01 | 4.78092961604856 |
| 2009-03-01 | 4.71885095934174 |
| 2009-04-01 | 4.74310443034666 |
| 2009-05-01 | 4.69004810406708 |
| 2009-06-01 | 4.64121420934840 |
| 2009-07-01 | 4.58817035650267 |
| 2009-08-01 | 4.60668510918796 |
| 2009-09-01 | 4.61351150227973 |
| 2009-10-01 | 4.62535900665886 |
| 2009-11-01 | 4.60035511850515 |
| 2009-12-01 | 4.59173081001522 |
| 2010-01-01 | 4.58535954290847 |
| 2010-02-01 | 4.58058295816770 |
| 2010-03-01 | 4.62506412662375 |
| 2010-04-01 | 4.74579958135954 |
| 2010-05-01 | 4.80160079032015 |
| 2010-06-01 | 4.82785749106814 |
| 2010-07-01 | 4.89136809350213 |
| 2010-08-01 | 4.80600520786128 |
| 2010-09-01 | 4.81580800384936 |
| 2010-10-01 | 4.92590555147880 |
| 2010-11-01 | 4.99368290002029 |
| 2010-12-01 | 4.98883159981683 |
| 2011-01-01 | 4.98519063706886 |
| 2011-02-01 | 4.98690455912472 |
| 2011-03-01 | 5.02679105617152 |
| 2011-04-01 | 5.05558041680577 |
| 2011-05-01 | 5.01359962687107 |
| 2011-06-01 | 5.11167214810469 |
| 2011-07-01 | 5.08985708887490 |
| 2011-08-01 | 5.10294604683056 |
| 2011-09-01 | 5.11855771735893 |
| 2011-10-01 | 5.12812550568395 |
| 2011-11-01 | 5.09190157950244 |
| 2011-12-01 | 5.19122760367863 |
| 2012-01-01 | 5.17913944473139 |
| 2012-02-01 | 5.17918516950703 |
| 2012-03-01 | 5.22132847385786 |
| 2012-04-01 | 5.17109067961818 |
| 2012-05-01 | 5.13121828606720 |
| 2012-06-01 | 5.20375621229013 |
| 2012-07-01 | 5.39271352344235 |
| 2012-08-01 | 5.39664124922229 |
| 2012-09-01 | 5.31474703132139 |
| 2012-10-01 | 5.32676383144307 |
| 2012-11-01 | 5.39221180980799 |
| 2012-12-01 | 5.39600469442160 |
| 2013-01-01 | 5.47767660631076 |
| 2013-02-01 | 5.57246486672938 |
| 2013-03-01 | 5.51046014902924 |
| 2013-04-01 | 5.59453626187770 |
| 2013-05-01 | 5.63812324445721 |
| 2013-06-01 | 5.69377976722371 |
| 2013-07-01 | 5.69287764347978 |
| 2013-08-01 | 5.79050816472868 |
| 2013-09-01 | 5.80972054743467 |
| 2013-10-01 | 5.82432112035633 |
| 2013-11-01 | 5.89451211226196 |
| 2013-12-01 | 5.90221812707220 |
| 2014-01-01 | 5.97639121622220 |
| 2014-02-01 | 6.06593682897318 |
| 2014-03-01 | 6.10217538130969 |
| 2014-04-01 | 6.11833975399341 |
| 2014-05-01 | 6.14420440676392 |
| 2014-06-01 | 6.18952724913011 |
| 2014-07-01 | 6.19671413420248 |
| 2014-08-01 | 6.17910251166977 |
| 2014-09-01 | 6.20148412023103 |
| 2014-10-01 | 6.21561798794333 |
| 2014-11-01 | 6.19594647802726 |
| 2014-12-01 | 6.20623478357033 |
| 2015-01-01 | 6.17466592621059 |
| 2015-02-01 | 6.16851943635872 |
| 2015-03-01 | 6.09935294984558 |
| 2015-04-01 | 6.03672999449479 |
| 2015-05-01 | 5.94894452480891 |
| 2015-06-01 | 5.89572471677235 |
| 2015-07-01 | 5.89282182299438 |
| 2015-08-01 | 5.87430926858901 |
| 2015-09-01 | 5.89621582186953 |
| 2015-10-01 | 5.91155945605186 |
| 2015-11-01 | 5.90148024157553 |
| 2015-12-01 | 5.80104000737172 |
| 2016-01-01 | 5.76261336507150 |
| 2016-02-01 | 5.77160179153207 |
| 2016-03-01 | 5.69867000327116 |
| 2016-04-01 | 5.84700306080576 |
| 2016-05-01 | 5.95365194249114 |
| 2016-06-01 | 5.99831553486616 |
| 2016-07-01 | 5.98467333774488 |
| 2016-08-01 | 5.96371285217521 |
| 2016-09-01 | 5.99355718926375 |
| 2016-10-01 | 6.01159448209914 |
| 2016-11-01 | 6.01046373844516 |
| 2016-12-01 | 5.99321332710404 |
| 2017-01-01 | 6.15998809512752 |
| 2017-02-01 | 6.18800617867928 |
| 2017-03-01 | 6.20335404092237 |
| 2017-04-01 | 6.15379107166582 |
| 2017-05-01 | 6.15411648982747 |
| 2017-06-01 | 6.09542949668530 |
| 2017-07-01 | 6.17040558668939 |
| 2017-08-01 | 6.25305077772663 |
| 2017-09-01 | 6.19692780531634 |
| 2017-10-01 | 6.32140625063021 |
| 2017-11-01 | 6.22451435515101 |
| 2017-12-01 | 6.28608540047140 |
| 2018-01-01 | 5.94835955404213 |
| 2018-02-01 | 6.08925987144996 |
| 2018-03-01 | 6.11134609757068 |
| 2018-04-01 | 6.14617149377305 |
| 2018-05-01 | 6.15588807929515 |
| 2018-06-01 | 6.19882630501978 |
| 2018-07-01 | 6.15750874080635 |
| 2018-08-01 | 6.14073120082355 |
| 2018-09-01 | 6.20629585762570 |
| 2018-10-01 | 6.13092989958249 |
| 2018-11-01 | 6.13371546248219 |
| 2018-12-01 | 6.19145282943277 |
| 2019-01-01 | 6.14653179398054 |
| 2019-02-01 | 6.08332939337051 |
| 2019-03-01 | 6.12197614850637 |
| 2019-04-01 | 6.02537629166595 |
| 2019-05-01 | 6.05560814989563 |
| 2019-06-01 | 6.00276307337537 |
| 2019-07-01 | 6.04678680097559 |
| 2019-08-01 | 6.03679311337469 |
| 2019-09-01 | 6.01587365071195 |
| 2019-10-01 | 6.04192461564559 |
| 2019-11-01 | 6.04419923911621 |
| 2019-12-01 | 6.10300840331679 |
| 2020-01-01 | 6.14859979144047 |
| 2020-02-01 | 6.16811436322973 |
| 2020-03-01 | 6.12545310837274 |
| 2020-04-01 | 5.10429087673840 |
| 2020-05-01 | 5.05747448304971 |
| 2020-06-01 | 5.12192948639240 |
| 2020-07-01 | 5.44698373493610 |
| 2020-08-01 | 5.44206046791038 |
| 2020-09-01 | 5.41891168611768 |
| 2020-10-01 | 5.44333467603406 |
| 2020-11-01 | 5.44628114392293 |
| 2020-12-01 | 5.42126882248519 |
| 2021-01-01 | 5.24952011181319 |
| 2021-02-01 | 5.34149089312854 |
| 2021-03-01 | 5.32539671497698 |
| 2021-04-01 | 5.38679456982213 |
| 2021-05-01 | 5.34357855520015 |
| 2021-06-01 | 5.31640351489370 |
| 2021-07-01 | 5.35045307128951 |
| 2021-08-01 | 5.35079546369889 |
| 2021-09-01 | 5.31979871155648 |
| 2021-10-01 | 5.34488042267345 |
| 2021-11-01 | 5.24741533847802 |
| 2021-12-01 | 5.33474852512986 |
| 2022-01-01 | 5.46148799517535 |
| 2022-02-01 | 5.42852157597918 |
| 2022-03-01 | 5.42530943912514 |
| 2022-04-01 | 5.47862106401470 |
| 2022-05-01 | 5.42849971709419 |
| 2022-06-01 | 5.41508223241278 |
| 2022-07-01 | 5.45458300709845 |
| 2022-08-01 | 5.45539437925783 |
| 2022-09-01 | 5.52036403209166 |
| 2022-10-01 | 5.34367275463373 |
| 2022-11-01 | 5.34681463446971 |
| 2022-12-01 | 5.44453968040057 |
| 2023-01-01 | 5.47062348812461 |
| 2023-02-01 | 5.52385474277865 |
| 2023-03-01 | 5.52529754947513 |
| 2023-04-01 | 5.47455842600895 |
| 2023-05-01 | 5.51601095617859 |
| 2023-06-01 | 5.51221810487788 |
| 2023-07-01 | 5.46071784828891 |
| 2023-08-01 | 5.46256981196910 |
| 2023-09-01 | 5.51757100019737 |
| 2023-10-01 | 5.44230141425426 |
| 2023-11-01 | 5.44430200972843 |
| 2023-12-01 | 5.44345034709540 |
| 2024-01-01 | 5.47717275336753 |
| 2024-02-01 | 5.52632158431193 |
| 2024-03-01 | 5.52182822208114 |
| 2024-04-01 | 5.58027946515111 |
| 2024-05-01 | 5.60600873959987 |
| 2024-06-01 | 5.61032663058345 |
| 2024-07-01 | 5.56342277458070 |
| 2024-08-01 | 5.56587079381084 |
| 2024-09-01 | 5.61452454575341 |
| 2024-10-01 | 5.64190402629463 |
| 2024-11-01 | 5.64404446225989 |
| 2024-12-01 | 5.64097949667185 |
| 2025-01-01 | 5.58096170748078 |
| 2025-02-01 | 5.53018606606932 |
| 2025-03-01 | 5.52099137413709 |
| 2025-04-01 | 5.48454117112724 |
| 2025-05-01 | 5.50493829582014 |
| 2025-06-01 | 5.51018149559530 |
| 2025-07-01 | 5.56605780614442 |
| 2025-08-01 | 5.56921659515755 |
| 2025-09-01 | 5.51284535267424 |