Table Data - All Employees: Wholesale Trade in Grand Rapids-Wyoming-Kentwood, MI (MSA)
| Title | All Employees: Wholesale Trade in Grand Rapids-Wyoming-Kentwood, MI (MSA) |
|---|---|
| Series ID | SMU26243404100000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:28 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 | 23.2728469198 |
| 1990-02-01 | 23.2331588161 |
| 1990-03-01 | 23.1355309331 |
| 1990-04-01 | 22.8043424504 |
| 1990-05-01 | 22.9917009957 |
| 1990-06-01 | 22.8444255626 |
| 1990-07-01 | 22.5604491956 |
| 1990-08-01 | 22.4214053518 |
| 1990-09-01 | 22.7194844828 |
| 1990-10-01 | 22.0428110109 |
| 1990-11-01 | 21.8579461826 |
| 1990-12-01 | 21.7987920288 |
| 1991-01-01 | 21.6267269504 |
| 1991-02-01 | 21.4994924510 |
| 1991-03-01 | 21.4072534022 |
| 1991-04-01 | 21.3885360763 |
| 1991-05-01 | 21.2847661005 |
| 1991-06-01 | 21.2502576603 |
| 1991-07-01 | 21.2387273019 |
| 1991-08-01 | 21.2524249622 |
| 1991-09-01 | 21.2430640300 |
| 1991-10-01 | 21.2528415948 |
| 1991-11-01 | 21.2769059043 |
| 1991-12-01 | 21.2534332557 |
| 1992-01-01 | 21.0913844953 |
| 1992-02-01 | 21.0739968917 |
| 1992-03-01 | 21.0886295675 |
| 1992-04-01 | 20.9734235364 |
| 1992-05-01 | 20.9646827180 |
| 1992-06-01 | 20.9388247337 |
| 1992-07-01 | 21.1169838393 |
| 1992-08-01 | 20.9813493502 |
| 1992-09-01 | 20.9661180068 |
| 1992-10-01 | 20.9724112494 |
| 1992-11-01 | 21.0091951690 |
| 1992-12-01 | 21.0305912824 |
| 1993-01-01 | 21.0498950052 |
| 1993-02-01 | 21.0395274563 |
| 1993-03-01 | 20.7724661219 |
| 1993-04-01 | 21.2443548659 |
| 1993-05-01 | 21.1349548154 |
| 1993-06-01 | 21.1084349696 |
| 1993-07-01 | 21.2100643957 |
| 1993-08-01 | 21.1146710543 |
| 1993-09-01 | 21.2887330739 |
| 1993-10-01 | 21.4922830385 |
| 1993-11-01 | 21.5416708824 |
| 1993-12-01 | 21.6017221849 |
| 1994-01-01 | 21.8270277865 |
| 1994-02-01 | 21.9073966240 |
| 1994-03-01 | 21.9648416681 |
| 1994-04-01 | 22.1151815794 |
| 1994-05-01 | 22.2027916456 |
| 1994-06-01 | 22.5537115213 |
| 1994-07-01 | 22.4332192712 |
| 1994-08-01 | 22.6343713886 |
| 1994-09-01 | 22.6929387744 |
| 1994-10-01 | 22.7196491247 |
| 1994-11-01 | 22.6739071713 |
| 1994-12-01 | 22.8486924234 |
| 1995-01-01 | 23.4212349065 |
| 1995-02-01 | 23.3801400164 |
| 1995-03-01 | 23.5506441904 |
| 1995-04-01 | 23.7070226496 |
| 1995-05-01 | 23.7661916839 |
| 1995-06-01 | 23.9173923158 |
| 1995-07-01 | 23.9534160620 |
| 1995-08-01 | 24.0704557711 |
| 1995-09-01 | 24.0984680678 |
| 1995-10-01 | 24.1232428524 |
| 1995-11-01 | 24.1887940446 |
| 1995-12-01 | 24.2654584243 |
| 1996-01-01 | 24.2092083951 |
| 1996-02-01 | 24.2421400805 |
| 1996-03-01 | 24.3357200455 |
| 1996-04-01 | 24.4275347706 |
| 1996-05-01 | 24.4349936253 |
| 1996-06-01 | 24.5203566331 |
| 1996-07-01 | 24.4604158531 |
| 1996-08-01 | 24.5022022854 |
| 1996-09-01 | 24.6863097561 |
| 1996-10-01 | 24.8275569402 |
| 1996-11-01 | 24.9123626855 |
| 1996-12-01 | 24.9872805189 |
| 1997-01-01 | 25.2872060421 |
| 1997-02-01 | 25.4158032599 |
| 1997-03-01 | 25.5199848436 |
| 1997-04-01 | 25.5566858732 |
| 1997-05-01 | 25.7920334561 |
| 1997-06-01 | 25.8500324372 |
| 1997-07-01 | 26.0285511182 |
| 1997-08-01 | 26.1309272703 |
| 1997-09-01 | 26.1963412949 |
| 1997-10-01 | 26.7366934507 |
| 1997-11-01 | 26.9234348785 |
| 1997-12-01 | 26.7035179703 |
| 1998-01-01 | 26.5663230037 |
| 1998-02-01 | 26.6976468645 |
| 1998-03-01 | 26.6058750923 |
| 1998-04-01 | 26.6436868129 |
| 1998-05-01 | 26.7628618932 |
| 1998-06-01 | 26.8602182397 |
| 1998-07-01 | 27.1032776758 |
| 1998-08-01 | 27.4548159571 |
| 1998-09-01 | 27.5092752906 |
| 1998-10-01 | 27.3971442372 |
| 1998-11-01 | 27.3607453433 |
| 1998-12-01 | 27.4404045461 |
| 1999-01-01 | 27.5201834550 |
| 1999-02-01 | 27.5023805815 |
| 1999-03-01 | 27.6672637971 |
| 1999-04-01 | 27.6865872240 |
| 1999-05-01 | 27.9288947665 |
| 1999-06-01 | 27.5301002401 |
| 1999-07-01 | 27.7889164186 |
| 1999-08-01 | 27.6990048108 |
| 1999-09-01 | 27.6736444214 |
| 1999-10-01 | 27.7588082155 |
| 1999-11-01 | 27.8853583095 |
| 1999-12-01 | 27.8527314908 |
| 2000-01-01 | 28.0733021485 |
| 2000-02-01 | 28.3116186105 |
| 2000-03-01 | 28.1498585196 |
| 2000-04-01 | 28.4212994350 |
| 2000-05-01 | 28.1225476933 |
| 2000-06-01 | 28.1542913436 |
| 2000-07-01 | 28.1182351898 |
| 2000-08-01 | 28.1244913897 |
| 2000-09-01 | 28.2298319868 |
| 2000-10-01 | 28.1910141812 |
| 2000-11-01 | 27.9185357975 |
| 2000-12-01 | 28.3289307006 |
| 2001-01-01 | 28.6313841644 |
| 2001-02-01 | 28.3436335330 |
| 2001-03-01 | 28.3651050000 |
| 2001-04-01 | 28.6981137344 |
| 2001-05-01 | 28.1175088970 |
| 2001-06-01 | 27.8937634989 |
| 2001-07-01 | 27.3408827963 |
| 2001-08-01 | 27.4166818078 |
| 2001-09-01 | 27.2705372661 |
| 2001-10-01 | 27.1639937667 |
| 2001-11-01 | 27.0371902832 |
| 2001-12-01 | 26.9769422003 |
| 2002-01-01 | 27.6125664225 |
| 2002-02-01 | 27.4873606956 |
| 2002-03-01 | 27.4315935545 |
| 2002-04-01 | 27.4069721880 |
| 2002-05-01 | 27.3473311901 |
| 2002-06-01 | 27.4611007865 |
| 2002-07-01 | 27.3401846769 |
| 2002-08-01 | 27.5629543365 |
| 2002-09-01 | 27.2508340128 |
| 2002-10-01 | 27.2224923580 |
| 2002-11-01 | 27.1379516288 |
| 2002-12-01 | 27.1312083898 |
| 2003-01-01 | 27.1390859741 |
| 2003-02-01 | 27.0511657844 |
| 2003-03-01 | 26.9045374777 |
| 2003-04-01 | 26.8291085431 |
| 2003-05-01 | 26.8648788734 |
| 2003-06-01 | 26.7835799147 |
| 2003-07-01 | 26.6916196690 |
| 2003-08-01 | 26.6025226749 |
| 2003-09-01 | 26.5999346640 |
| 2003-10-01 | 26.6777634038 |
| 2003-11-01 | 26.8211296086 |
| 2003-12-01 | 26.6237887287 |
| 2004-01-01 | 26.1907884302 |
| 2004-02-01 | 26.4006327946 |
| 2004-03-01 | 26.1579460447 |
| 2004-04-01 | 26.5413968646 |
| 2004-05-01 | 26.4893996456 |
| 2004-06-01 | 26.7192615156 |
| 2004-07-01 | 26.5252886243 |
| 2004-08-01 | 26.4347785404 |
| 2004-09-01 | 26.5344586373 |
| 2004-10-01 | 26.2581395709 |
| 2004-11-01 | 26.5035923231 |
| 2004-12-01 | 26.4592848371 |
| 2005-01-01 | 26.4498910566 |
| 2005-02-01 | 26.5356991290 |
| 2005-03-01 | 26.5977969621 |
| 2005-04-01 | 26.6497578625 |
| 2005-05-01 | 26.6953973875 |
| 2005-06-01 | 26.6630402098 |
| 2005-07-01 | 26.7614510169 |
| 2005-08-01 | 26.8695762114 |
| 2005-09-01 | 26.7884672914 |
| 2005-10-01 | 26.8358905373 |
| 2005-11-01 | 26.8054600556 |
| 2005-12-01 | 26.8032956596 |
| 2006-01-01 | 26.7867775061 |
| 2006-02-01 | 26.8532216311 |
| 2006-03-01 | 26.8223769076 |
| 2006-04-01 | 26.7568758210 |
| 2006-05-01 | 26.8091292469 |
| 2006-06-01 | 26.7777907995 |
| 2006-07-01 | 26.8214134088 |
| 2006-08-01 | 26.8215080298 |
| 2006-09-01 | 26.8522475459 |
| 2006-10-01 | 26.9398157863 |
| 2006-11-01 | 26.9053554461 |
| 2006-12-01 | 26.8373088290 |
| 2007-01-01 | 27.0009713569 |
| 2007-02-01 | 26.9560550529 |
| 2007-03-01 | 27.0499984213 |
| 2007-04-01 | 27.1636384781 |
| 2007-05-01 | 27.1208137431 |
| 2007-06-01 | 27.1676850075 |
| 2007-07-01 | 27.2004614602 |
| 2007-08-01 | 27.1854032859 |
| 2007-09-01 | 27.2332790256 |
| 2007-10-01 | 27.1562698673 |
| 2007-11-01 | 27.1063926306 |
| 2007-12-01 | 27.1318060115 |
| 2008-01-01 | 27.2158884005 |
| 2008-02-01 | 27.2637673349 |
| 2008-03-01 | 27.3669647298 |
| 2008-04-01 | 27.1789397913 |
| 2008-05-01 | 27.1345598482 |
| 2008-06-01 | 27.0496720912 |
| 2008-07-01 | 26.6912590197 |
| 2008-08-01 | 26.8618602081 |
| 2008-09-01 | 26.8346133200 |
| 2008-10-01 | 26.4933267651 |
| 2008-11-01 | 26.3930120233 |
| 2008-12-01 | 26.1149134530 |
| 2009-01-01 | 25.8081389224 |
| 2009-02-01 | 25.6471086690 |
| 2009-03-01 | 25.3516163518 |
| 2009-04-01 | 25.1840609516 |
| 2009-05-01 | 25.2579967826 |
| 2009-06-01 | 24.9447426567 |
| 2009-07-01 | 24.5998589366 |
| 2009-08-01 | 24.5499630482 |
| 2009-09-01 | 24.7545623310 |
| 2009-10-01 | 24.8181869206 |
| 2009-11-01 | 24.8045380788 |
| 2009-12-01 | 24.9120388710 |
| 2010-01-01 | 24.9039416204 |
| 2010-02-01 | 24.8517535939 |
| 2010-03-01 | 24.9488097351 |
| 2010-04-01 | 24.8830343867 |
| 2010-05-01 | 24.8608517781 |
| 2010-06-01 | 24.8262109234 |
| 2010-07-01 | 24.8733342866 |
| 2010-08-01 | 24.8166339055 |
| 2010-09-01 | 24.7707395425 |
| 2010-10-01 | 24.7371263481 |
| 2010-11-01 | 24.8110615670 |
| 2010-12-01 | 24.8284785932 |
| 2011-01-01 | 24.9081288018 |
| 2011-02-01 | 24.9622554633 |
| 2011-03-01 | 24.8607102207 |
| 2011-04-01 | 25.0736204236 |
| 2011-05-01 | 25.1530223515 |
| 2011-06-01 | 25.2908286913 |
| 2011-07-01 | 25.3560232866 |
| 2011-08-01 | 25.4882269306 |
| 2011-09-01 | 25.4777560654 |
| 2011-10-01 | 25.5460767050 |
| 2011-11-01 | 25.5428823591 |
| 2011-12-01 | 25.5492933512 |
| 2012-01-01 | 25.6184658284 |
| 2012-02-01 | 25.6710803997 |
| 2012-03-01 | 25.8780164522 |
| 2012-04-01 | 26.0532392702 |
| 2012-05-01 | 26.1270084443 |
| 2012-06-01 | 26.1574934275 |
| 2012-07-01 | 26.2364354832 |
| 2012-08-01 | 26.1866776377 |
| 2012-09-01 | 26.4901476181 |
| 2012-10-01 | 26.7797708287 |
| 2012-11-01 | 26.7760400840 |
| 2012-12-01 | 26.8603652014 |
| 2013-01-01 | 26.9150865114 |
| 2013-02-01 | 26.8583374619 |
| 2013-03-01 | 26.9860891535 |
| 2013-04-01 | 27.0370902179 |
| 2013-05-01 | 27.2074567347 |
| 2013-06-01 | 27.4240357866 |
| 2013-07-01 | 27.6193040585 |
| 2013-08-01 | 27.8849904546 |
| 2013-09-01 | 28.1241330971 |
| 2013-10-01 | 28.3172536793 |
| 2013-11-01 | 28.4238744775 |
| 2013-12-01 | 28.6695245689 |
| 2014-01-01 | 27.7821956794 |
| 2014-02-01 | 28.0209256847 |
| 2014-03-01 | 28.0665183167 |
| 2014-04-01 | 28.5157669168 |
| 2014-05-01 | 28.6930427020 |
| 2014-06-01 | 28.9072204420 |
| 2014-07-01 | 28.9013538440 |
| 2014-08-01 | 28.9066832518 |
| 2014-09-01 | 28.9807790357 |
| 2014-10-01 | 28.9685357224 |
| 2014-11-01 | 29.1479692909 |
| 2014-12-01 | 29.2854115975 |
| 2015-01-01 | 29.4395548240 |
| 2015-02-01 | 29.5741510489 |
| 2015-03-01 | 29.6416460012 |
| 2015-04-01 | 29.8061458328 |
| 2015-05-01 | 29.8922274817 |
| 2015-06-01 | 30.0037357845 |
| 2015-07-01 | 30.1924514971 |
| 2015-08-01 | 30.4187896432 |
| 2015-09-01 | 30.5315083083 |
| 2015-10-01 | 30.8065417355 |
| 2015-11-01 | 30.9638258037 |
| 2015-12-01 | 31.1180657300 |
| 2016-01-01 | 31.3077601089 |
| 2016-02-01 | 31.3251317177 |
| 2016-03-01 | 31.3207550959 |
| 2016-04-01 | 31.2172288683 |
| 2016-05-01 | 31.1870993280 |
| 2016-06-01 | 30.9878274708 |
| 2016-07-01 | 31.2863077556 |
| 2016-08-01 | 31.3454919761 |
| 2016-09-01 | 31.3499131245 |
| 2016-10-01 | 31.4283336603 |
| 2016-11-01 | 31.6507053600 |
| 2016-12-01 | 31.4532517577 |
| 2017-01-01 | 31.1791877849 |
| 2017-02-01 | 31.3813405554 |
| 2017-03-01 | 31.6073562744 |
| 2017-04-01 | 31.6579028812 |
| 2017-05-01 | 31.6790414368 |
| 2017-06-01 | 31.6710144363 |
| 2017-07-01 | 31.6908432052 |
| 2017-08-01 | 31.6604480718 |
| 2017-09-01 | 31.7259669588 |
| 2017-10-01 | 31.6278546739 |
| 2017-11-01 | 31.6326547695 |
| 2017-12-01 | 31.7750099917 |
| 2018-01-01 | 31.9797525117 |
| 2018-02-01 | 32.1584199393 |
| 2018-03-01 | 32.1177391607 |
| 2018-04-01 | 32.2247546135 |
| 2018-05-01 | 32.2923683946 |
| 2018-06-01 | 32.3558450154 |
| 2018-07-01 | 32.2854290322 |
| 2018-08-01 | 32.2523300685 |
| 2018-09-01 | 32.2998683091 |
| 2018-10-01 | 32.4014760331 |
| 2018-11-01 | 32.5078599302 |
| 2018-12-01 | 32.4594232593 |
| 2019-01-01 | 32.5986790832 |
| 2019-02-01 | 32.6635238381 |
| 2019-03-01 | 32.7184625374 |
| 2019-04-01 | 32.6821598247 |
| 2019-05-01 | 32.8212607104 |
| 2019-06-01 | 32.7814187839 |
| 2019-07-01 | 32.7866141718 |
| 2019-08-01 | 32.8259258092 |
| 2019-09-01 | 32.9745231664 |
| 2019-10-01 | 32.7692622593 |
| 2019-11-01 | 32.8063131576 |
| 2019-12-01 | 32.8184012864 |
| 2020-01-01 | 32.8100208414 |
| 2020-02-01 | 32.8650243974 |
| 2020-03-01 | 32.8943637699 |
| 2020-04-01 | 29.0754850839 |
| 2020-05-01 | 29.5851498144 |
| 2020-06-01 | 30.3507683729 |
| 2020-07-01 | 30.7252047122 |
| 2020-08-01 | 31.1400764050 |
| 2020-09-01 | 31.4596977222 |
| 2020-10-01 | 31.8367286165 |
| 2020-11-01 | 32.0260597192 |
| 2020-12-01 | 32.2847437557 |
| 2021-01-01 | 32.3156099642 |
| 2021-02-01 | 32.4496474447 |
| 2021-03-01 | 32.5382701774 |
| 2021-04-01 | 32.5786852402 |
| 2021-05-01 | 32.3793641316 |
| 2021-06-01 | 32.5585842528 |
| 2021-07-01 | 32.6447155201 |
| 2021-08-01 | 32.7610616187 |
| 2021-09-01 | 32.8499611821 |
| 2021-10-01 | 33.0354663627 |
| 2021-11-01 | 33.2511301684 |
| 2021-12-01 | 33.4794542291 |
| 2022-01-01 | 33.8229211382 |
| 2022-02-01 | 34.0461559934 |
| 2022-03-01 | 34.3135225699 |
| 2022-04-01 | 34.3484653341 |
| 2022-05-01 | 34.3448350215 |
| 2022-06-01 | 34.4299153591 |
| 2022-07-01 | 34.5855496075 |
| 2022-08-01 | 34.6136398127 |
| 2022-09-01 | 34.7369686482 |
| 2022-10-01 | 34.7369061351 |
| 2022-11-01 | 34.7635836949 |
| 2022-12-01 | 34.8778178072 |
| 2023-01-01 | 34.9313514252 |
| 2023-02-01 | 35.0533278437 |
| 2023-03-01 | 35.1120474675 |
| 2023-04-01 | 34.9273125393 |
| 2023-05-01 | 35.0778769843 |
| 2023-06-01 | 35.0922030214 |
| 2023-07-01 | 35.0480631362 |
| 2023-08-01 | 35.0766726609 |
| 2023-09-01 | 35.0292314253 |
| 2023-10-01 | 35.0253175715 |
| 2023-11-01 | 35.0465510287 |
| 2023-12-01 | 35.1734265178 |
| 2024-01-01 | 34.7162488625 |
| 2024-02-01 | 34.8728565852 |
| 2024-03-01 | 34.9442866990 |
| 2024-04-01 | 35.1076599229 |
| 2024-05-01 | 35.1412506584 |
| 2024-06-01 | 35.1708858494 |
| 2024-07-01 | 34.9854704537 |
| 2024-08-01 | 35.0228556848 |
| 2024-09-01 | 35.0237084242 |
| 2024-10-01 | 34.8999913412 |
| 2024-11-01 | 34.8251088546 |
| 2024-12-01 | 34.7566499591 |
| 2025-01-01 | 34.6027997584 |
| 2025-02-01 | 34.4799608835 |
| 2025-03-01 | 34.3703669552 |
| 2025-04-01 | 34.3031167271 |
| 2025-05-01 | 34.2436968184 |
| 2025-06-01 | 34.0973930457 |
| 2025-07-01 | 33.9936269387 |
| 2025-08-01 | 33.8371978448 |
| 2025-09-01 | 33.8444011069 |
| 2025-10-01 | 33.8721715843 |
| 2025-11-01 | 33.8023570140 |
| 2025-12-01 | 33.7520349682 |
| 2026-01-01 | 33.9782878909 |
| 2026-02-01 | 33.7706983429 |
| 2026-03-01 | 33.6797634689 |
| 2026-04-01 | 33.6004613422 |
| 2026-05-01 | 33.3732171202 |
| 2026-06-01 | 33.4319304429 |
| 2026-07-01 | 33.6836834081 |
| 2026-08-01 | 33.9237407349 |
| 2026-09-01 | 33.7640530598 |