Table Data - All Employees: Wholesale Trade in Kalamazoo-Portage, MI (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 6:22 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 | 4.0766906019090600 |
| 1990-02-01 | 4.0774033491918305 |
| 1990-03-01 | 4.1038491813644100 |
| 1990-04-01 | 4.1058073601234195 |
| 1990-05-01 | 4.1793467210314310 |
| 1990-06-01 | 4.0966763647434900 |
| 1990-07-01 | 4.1365408562437100 |
| 1990-08-01 | 4.2156598824659000 |
| 1990-09-01 | 4.1762990880359800 |
| 1990-10-01 | 4.1823928635618595 |
| 1990-11-01 | 4.1207867104693100 |
| 1990-12-01 | 4.1241430016769900 |
| 1991-01-01 | 3.8730507641614300 |
| 1991-02-01 | 3.8747794755741100 |
| 1991-03-01 | 3.8033007394037797 |
| 1991-04-01 | 3.8046901769599600 |
| 1991-05-01 | 3.7813822207836902 |
| 1991-06-01 | 3.7966042598868100 |
| 1991-07-01 | 3.7388690864865500 |
| 1991-08-01 | 3.7244327134313500 |
| 1991-09-01 | 3.6815363090165700 |
| 1991-10-01 | 3.7877064168839100 |
| 1991-11-01 | 3.7188259134760600 |
| 1991-12-01 | 3.7224972738849598 |
| 1992-01-01 | 3.6673472586162400 |
| 1992-02-01 | 3.6697854850434903 |
| 1992-03-01 | 3.7064875780880600 |
| 1992-04-01 | 3.7016109050426900 |
| 1992-05-01 | 3.6861028094930300 |
| 1992-06-01 | 3.6927838507487000 |
| 1992-07-01 | 3.7306443795718900 |
| 1992-08-01 | 3.7253940753092300 |
| 1992-09-01 | 3.7862276343921297 |
| 1992-10-01 | 3.7943041067382097 |
| 1992-11-01 | 3.8189472785426900 |
| 1992-12-01 | 3.8199077334927600 |
| 1993-01-01 | 3.8699264189924600 |
| 1993-02-01 | 3.8728929059809800 |
| 1993-03-01 | 3.9117589709898200 |
| 1993-04-01 | 3.8993942479843700 |
| 1993-05-01 | 3.8883119348540496 |
| 1993-06-01 | 3.8869361065305200 |
| 1993-07-01 | 3.9193410054506200 |
| 1993-08-01 | 3.9225150727697500 |
| 1993-09-01 | 3.9905847456745200 |
| 1993-10-01 | 3.8991679130451000 |
| 1993-11-01 | 3.9236492600116404 |
| 1993-12-01 | 3.9153341389194400 |
| 1994-01-01 | 3.8660668517038900 |
| 1994-02-01 | 3.8702161280804197 |
| 1994-03-01 | 4.0239857061341210 |
| 1994-04-01 | 4.0989483929947000 |
| 1994-05-01 | 4.0876171708530500 |
| 1994-06-01 | 4.0766078058371900 |
| 1994-07-01 | 4.2082941025716600 |
| 1994-08-01 | 4.1188654137290000 |
| 1994-09-01 | 4.0921838419782600 |
| 1994-10-01 | 4.1073871738481100 |
| 1994-11-01 | 4.1322357893424400 |
| 1994-12-01 | 4.1049015556588400 |
| 1995-01-01 | 4.1690810586062000 |
| 1995-02-01 | 4.1742256370581900 |
| 1995-03-01 | 4.1387120673577700 |
| 1995-04-01 | 4.2010481629981000 |
| 1995-05-01 | 4.1833864707630200 |
| 1995-06-01 | 4.2648146438917900 |
| 1995-07-01 | 4.3029852941905290 |
| 1995-08-01 | 4.3165686795290600 |
| 1995-09-01 | 4.2895007020730700 |
| 1995-10-01 | 4.4164963527495800 |
| 1995-11-01 | 4.4453457309871000 |
| 1995-12-01 | 4.4908293159314905 |
| 1996-01-01 | 4.4724110274450400 |
| 1996-02-01 | 4.4755789856174410 |
| 1996-03-01 | 4.4580255129158000 |
| 1996-04-01 | 4.4033534739342190 |
| 1996-05-01 | 4.3802184969687000 |
| 1996-06-01 | 4.3529895775866000 |
| 1996-07-01 | 4.2985295198699500 |
| 1996-08-01 | 4.3234586719668195 |
| 1996-09-01 | 4.2851502499237400 |
| 1996-10-01 | 4.3261163879624505 |
| 1996-11-01 | 4.2500239335917600 |
| 1996-12-01 | 4.2776014227717800 |
| 1997-01-01 | 4.2699274283853100 |
| 1997-02-01 | 4.2694955265922100 |
| 1997-03-01 | 4.2629161869462500 |
| 1997-04-01 | 4.3022635055736600 |
| 1997-05-01 | 4.3798897769633400 |
| 1997-06-01 | 4.3495928293091500 |
| 1997-07-01 | 4.2932325098312500 |
| 1997-08-01 | 4.4284152136952000 |
| 1997-09-01 | 4.3795979025929100 |
| 1997-10-01 | 4.2348905115105895 |
| 1997-11-01 | 4.2563612156885290 |
| 1997-12-01 | 4.2712314105687600 |
| 1998-01-01 | 4.2731572298486900 |
| 1998-02-01 | 4.2646342336097600 |
| 1998-03-01 | 4.2627826855561500 |
| 1998-04-01 | 4.2949427178023800 |
| 1998-05-01 | 4.2744623473968100 |
| 1998-06-01 | 4.3537236395705100 |
| 1998-07-01 | 4.3914953930549006 |
| 1998-08-01 | 4.3355669631458300 |
| 1998-09-01 | 4.3785140275395396 |
| 1998-10-01 | 4.3454090236460400 |
| 1998-11-01 | 4.4595034545209700 |
| 1998-12-01 | 4.3735224124966905 |
| 1999-01-01 | 4.2764976010313700 |
| 1999-02-01 | 4.2583146672524790 |
| 1999-03-01 | 4.2524111674921805 |
| 1999-04-01 | 4.1840640273297500 |
| 1999-05-01 | 4.1701300197367590 |
| 1999-06-01 | 4.1629344563198100 |
| 1999-07-01 | 4.2015977594772500 |
| 1999-08-01 | 4.1442812566681300 |
| 1999-09-01 | 4.0846942561330195 |
| 1999-10-01 | 4.3497697053274900 |
| 1999-11-01 | 4.3539568247578595 |
| 1999-12-01 | 4.1826141744385690 |
| 2000-01-01 | 4.2800017273103500 |
| 2000-02-01 | 4.2512783746753900 |
| 2000-03-01 | 4.2395666082049000 |
| 2000-04-01 | 4.2707050897602490 |
| 2000-05-01 | 4.2610885213735100 |
| 2000-06-01 | 4.2662099780069000 |
| 2000-07-01 | 4.3139152664506100 |
| 2000-08-01 | 4.3502543150579000 |
| 2000-09-01 | 4.2957492394686900 |
| 2000-10-01 | 4.2454010258519000 |
| 2000-11-01 | 4.2428189676477500 |
| 2000-12-01 | 4.2930642232197700 |
| 2001-01-01 | 4.2801231097034710 |
| 2001-02-01 | 4.3493888182540100 |
| 2001-03-01 | 4.3256205542299195 |
| 2001-04-01 | 4.3618686856171500 |
| 2001-05-01 | 4.3502253242745500 |
| 2001-06-01 | 4.2680798288698710 |
| 2001-07-01 | 4.2343105762637300 |
| 2001-08-01 | 4.2579609792699395 |
| 2001-09-01 | 4.2055632286367710 |
| 2001-10-01 | 4.2369784027204190 |
| 2001-11-01 | 4.2352584086124000 |
| 2001-12-01 | 4.2027825439912200 |
| 2002-01-01 | 4.4837899336202500 |
| 2002-02-01 | 4.5531386650056000 |
| 2002-03-01 | 4.5156608950916300 |
| 2002-04-01 | 4.4593967150257000 |
| 2002-05-01 | 4.4336857233436000 |
| 2002-06-01 | 4.4632130173707000 |
| 2002-07-01 | 4.3529077312066500 |
| 2002-08-01 | 4.4604345157512500 |
| 2002-09-01 | 4.5153338777687500 |
| 2002-10-01 | 4.5302564660149000 |
| 2002-11-01 | 4.5280802129608000 |
| 2002-12-01 | 4.5102005560540300 |
| 2003-01-01 | 4.7877255867044600 |
| 2003-02-01 | 4.7633555552867990 |
| 2003-03-01 | 4.7064262794162810 |
| 2003-04-01 | 4.7646800093902195 |
| 2003-05-01 | 4.8187209602502690 |
| 2003-06-01 | 4.7541533450322500 |
| 2003-07-01 | 4.6602426660837100 |
| 2003-08-01 | 4.6642611769880800 |
| 2003-09-01 | 4.6161449775329800 |
| 2003-10-01 | 4.6219231024554500 |
| 2003-11-01 | 4.6210716855211900 |
| 2003-12-01 | 4.6131313942095190 |
| 2004-01-01 | 4.5838582720147400 |
| 2004-02-01 | 4.5718324559504290 |
| 2004-03-01 | 4.6039092841175000 |
| 2004-04-01 | 4.5748602838513900 |
| 2004-05-01 | 4.6156334214152700 |
| 2004-06-01 | 4.5495996510698100 |
| 2004-07-01 | 4.6660750825660600 |
| 2004-08-01 | 4.5679923720751400 |
| 2004-09-01 | 4.6131691709943805 |
| 2004-10-01 | 4.6164446356770900 |
| 2004-11-01 | 4.6127142500627500 |
| 2004-12-01 | 4.6127668759532400 |
| 2005-01-01 | 4.6862327961415810 |
| 2005-02-01 | 4.6830367111634700 |
| 2005-03-01 | 4.7044822631287010 |
| 2005-04-01 | 4.6847255473300000 |
| 2005-05-01 | 4.7114646182075000 |
| 2005-06-01 | 4.7454839315030700 |
| 2005-07-01 | 4.7697650043342300 |
| 2005-08-01 | 4.7661094659431510 |
| 2005-09-01 | 4.7016642095357700 |
| 2005-10-01 | 4.7116108427662900 |
| 2005-11-01 | 4.7114821680654510 |
| 2005-12-01 | 4.7130719443159100 |
| 2006-01-01 | 4.5857782127742700 |
| 2006-02-01 | 4.6857536358593900 |
| 2006-03-01 | 4.7109912519199810 |
| 2006-04-01 | 4.6860069462220800 |
| 2006-05-01 | 4.7135027903470500 |
| 2006-06-01 | 4.7446441391917400 |
| 2006-07-01 | 4.7775942613482500 |
| 2006-08-01 | 4.7637728228623100 |
| 2006-09-01 | 4.7923224607155195 |
| 2006-10-01 | 4.8068302933853200 |
| 2006-11-01 | 4.8083946081119900 |
| 2006-12-01 | 4.8102175723349205 |
| 2007-01-01 | 5.0996400762838800 |
| 2007-02-01 | 5.0948676165888200 |
| 2007-03-01 | 5.1206108999508300 |
| 2007-04-01 | 5.1808701890655500 |
| 2007-05-01 | 5.2107848056363610 |
| 2007-06-01 | 5.1382296124680400 |
| 2007-07-01 | 5.0826461533366600 |
| 2007-08-01 | 5.1632786121443000 |
| 2007-09-01 | 5.1813783232692000 |
| 2007-10-01 | 5.1013984711662810 |
| 2007-11-01 | 5.2047037757693400 |
| 2007-12-01 | 5.2079577781027690 |
| 2008-01-01 | 5.2044014114892990 |
| 2008-02-01 | 5.3017821652077695 |
| 2008-03-01 | 5.2346594043393500 |
| 2008-04-01 | 5.1690892782143100 |
| 2008-05-01 | 5.2204964544325090 |
| 2008-06-01 | 5.2318660475945900 |
| 2008-07-01 | 5.1845938448801100 |
| 2008-08-01 | 5.2640516171849905 |
| 2008-09-01 | 5.2753666210461600 |
| 2008-10-01 | 5.3049533277099400 |
| 2008-11-01 | 5.1995602917873300 |
| 2008-12-01 | 5.2030656531731800 |
| 2009-01-01 | 5.2083035388198210 |
| 2009-02-01 | 5.1998307851211400 |
| 2009-03-01 | 5.0397863405619410 |
| 2009-04-01 | 5.1629770738738400 |
| 2009-05-01 | 5.0344275599992300 |
| 2009-06-01 | 5.0301246342415700 |
| 2009-07-01 | 4.9805692509185700 |
| 2009-08-01 | 4.9635658191294000 |
| 2009-09-01 | 4.9760889030421400 |
| 2009-10-01 | 5.0109698139672405 |
| 2009-11-01 | 4.9978910353138400 |
| 2009-12-01 | 5.0027467249363090 |
| 2010-01-01 | 5.0062597231458390 |
| 2010-02-01 | 4.9925268600690400 |
| 2010-03-01 | 5.0406021641119400 |
| 2010-04-01 | 5.1590021174056510 |
| 2010-05-01 | 5.2442256632084800 |
| 2010-06-01 | 5.2241024312654805 |
| 2010-07-01 | 5.2690970984974200 |
| 2010-08-01 | 5.2526765785706600 |
| 2010-09-01 | 5.1807355085406295 |
| 2010-10-01 | 5.3240825879458900 |
| 2010-11-01 | 5.3971901109540400 |
| 2010-12-01 | 5.4059181456021800 |
| 2011-01-01 | 5.4168784893718400 |
| 2011-02-01 | 5.3937877160470595 |
| 2011-03-01 | 5.4382786461677100 |
| 2011-04-01 | 5.4572543106923606 |
| 2011-05-01 | 5.4518031754719510 |
| 2011-06-01 | 5.5177631840367900 |
| 2011-07-01 | 5.5535266794655400 |
| 2011-08-01 | 5.5398295102436900 |
| 2011-09-01 | 5.5907086329969600 |
| 2011-10-01 | 5.5367284758975200 |
| 2011-11-01 | 5.4987476353588605 |
| 2011-12-01 | 5.6117126216516900 |
| 2012-01-01 | 5.6199838516464995 |
| 2012-02-01 | 5.6911187684009805 |
| 2012-03-01 | 5.7323520329647994 |
| 2012-04-01 | 5.6578876726890400 |
| 2012-05-01 | 5.6549805672324300 |
| 2012-06-01 | 5.7148055764309600 |
| 2012-07-01 | 5.8425867005818500 |
| 2012-08-01 | 5.8280826207667005 |
| 2012-09-01 | 5.7997727355725890 |
| 2012-10-01 | 5.8472248041103900 |
| 2012-11-01 | 5.9012235052705300 |
| 2012-12-01 | 5.9194082092844300 |
| 2013-01-01 | 5.9249126099116600 |
| 2013-02-01 | 5.9863969118722110 |
| 2013-03-01 | 6.0239851252790600 |
| 2013-04-01 | 6.0643650456252510 |
| 2013-05-01 | 6.1524206067674290 |
| 2013-06-01 | 6.1073764889608900 |
| 2013-07-01 | 6.1349805505241200 |
| 2013-08-01 | 6.2161744066651900 |
| 2013-09-01 | 6.3100869005334400 |
| 2013-10-01 | 6.2482842260916600 |
| 2013-11-01 | 6.3083031041990200 |
| 2013-12-01 | 6.3303429858714400 |
| 2014-01-01 | 6.4279176864693200 |
| 2014-02-01 | 6.4860050494435500 |
| 2014-03-01 | 6.5193041225301200 |
| 2014-04-01 | 6.5725492221662100 |
| 2014-05-01 | 6.5451476968157900 |
| 2014-06-01 | 6.6006855724707100 |
| 2014-07-01 | 6.6330043442867100 |
| 2014-08-01 | 6.6074278057761710 |
| 2014-09-01 | 6.6149850741290800 |
| 2014-10-01 | 6.6403050057292590 |
| 2014-11-01 | 6.6127219078273500 |
| 2014-12-01 | 6.6410142268684400 |
| 2015-01-01 | 6.6231904578683190 |
| 2015-02-01 | 6.5876991194086205 |
| 2015-03-01 | 6.5193159221678900 |
| 2015-04-01 | 6.4848500212510190 |
| 2015-05-01 | 6.4403615464312400 |
| 2015-06-01 | 6.3997312491651910 |
| 2015-07-01 | 6.3372413849389300 |
| 2015-08-01 | 6.3150884318898095 |
| 2015-09-01 | 6.3130982862461190 |
| 2015-10-01 | 6.3294330135641590 |
| 2015-11-01 | 6.3160999950953090 |
| 2015-12-01 | 6.3421410419807800 |
| 2016-01-01 | 6.2043112597145305 |
| 2016-02-01 | 6.1840970727033200 |
| 2016-03-01 | 6.1224371406876910 |
| 2016-04-01 | 6.2991821410795600 |
| 2016-05-01 | 6.4352114661295500 |
| 2016-06-01 | 6.4960592332997600 |
| 2016-07-01 | 6.4374667248209105 |
| 2016-08-01 | 6.4167358871422700 |
| 2016-09-01 | 6.4052221394815490 |
| 2016-10-01 | 6.4287938873481300 |
| 2016-11-01 | 6.4177175216796600 |
| 2016-12-01 | 6.4427372355416200 |
| 2017-01-01 | 6.6041118877959690 |
| 2017-02-01 | 6.5849746699120500 |
| 2017-03-01 | 6.6321250775517310 |
| 2017-04-01 | 6.6110279864480495 |
| 2017-05-01 | 6.6349861045825190 |
| 2017-06-01 | 6.5882812436022110 |
| 2017-07-01 | 6.6300119952125500 |
| 2017-08-01 | 6.7205586307478610 |
| 2017-09-01 | 6.6990441268375800 |
| 2017-10-01 | 6.7346487589192500 |
| 2017-11-01 | 6.7216375891095100 |
| 2017-12-01 | 6.8407599166154410 |
| 2018-01-01 | 6.4995703620955990 |
| 2018-02-01 | 6.4757670833520400 |
| 2018-03-01 | 6.6387247061121295 |
| 2018-04-01 | 6.6111000285808300 |
| 2018-05-01 | 6.6346438014009410 |
| 2018-06-01 | 6.6888903161792400 |
| 2018-07-01 | 6.6268331435898205 |
| 2018-08-01 | 6.6259360751732900 |
| 2018-09-01 | 6.6977424488554800 |
| 2018-10-01 | 6.6406777161226300 |
| 2018-11-01 | 6.6288020631685200 |
| 2018-12-01 | 6.6359557598916400 |
| 2019-01-01 | 6.6017762484197910 |
| 2019-02-01 | 6.5628783321450700 |
| 2019-03-01 | 6.5420146198215990 |
| 2019-04-01 | 6.4978337659835805 |
| 2019-05-01 | 6.5380425619625100 |
| 2019-06-01 | 6.4931442818958605 |
| 2019-07-01 | 6.5249430882998490 |
| 2019-08-01 | 6.5387468866201290 |
| 2019-09-01 | 6.4981826142408210 |
| 2019-10-01 | 6.4484141686222400 |
| 2019-11-01 | 6.5418809964167695 |
| 2019-12-01 | 6.5302727559917900 |
| 2020-01-01 | 6.7022332563254300 |
| 2020-02-01 | 6.6534263363763200 |
| 2020-03-01 | 6.5371651539574005 |
| 2020-04-01 | 5.5818346215265400 |
| 2020-05-01 | 5.5405328406353800 |
| 2020-06-01 | 5.6144601905596305 |
| 2020-07-01 | 5.9331351160279000 |
| 2020-08-01 | 5.8575894011664900 |
| 2020-09-01 | 5.9049033279900400 |
| 2020-10-01 | 5.9516330736763390 |
| 2020-11-01 | 5.9483008247015500 |
| 2020-12-01 | 5.9257383442769410 |
| 2021-01-01 | 5.7884537335903700 |
| 2021-02-01 | 5.7349517763979200 |
| 2021-03-01 | 5.8247344576966390 |
| 2021-04-01 | 5.8665222691004500 |
| 2021-05-01 | 5.8282671620679105 |
| 2021-06-01 | 5.8141056198923710 |
| 2021-07-01 | 5.8378354482800400 |
| 2021-08-01 | 5.8738747405723000 |
| 2021-09-01 | 5.8126548436087400 |
| 2021-10-01 | 5.8550505296106690 |
| 2021-11-01 | 5.7539096651487505 |
| 2021-12-01 | 5.7235559240804300 |
| 2022-01-01 | 5.8894325014277900 |
| 2022-02-01 | 5.9335109361905000 |
| 2022-03-01 | 5.9113143501866100 |
| 2022-04-01 | 5.9548607679206000 |
| 2022-05-01 | 5.9119074813178400 |
| 2022-06-01 | 5.9189845090144300 |
| 2022-07-01 | 5.9442621213310890 |
| 2022-08-01 | 5.9833443158319810 |
| 2022-09-01 | 6.0227877440304510 |
| 2022-10-01 | 5.9565583729026510 |
| 2022-11-01 | 5.8616157915940800 |
| 2022-12-01 | 6.0263328782392090 |
| 2023-01-01 | 6.0905364915685310 |
| 2023-02-01 | 6.0288659276182900 |
| 2023-03-01 | 6.0998932089046910 |
| 2023-04-01 | 6.0501481482558610 |
| 2023-05-01 | 6.0980490558239500 |
| 2023-06-01 | 6.1183859286580500 |
| 2023-07-01 | 5.8540597406636210 |
| 2023-08-01 | 5.8905331098618690 |
| 2023-09-01 | 5.9252698788630200 |
| 2023-10-01 | 5.9588065033871200 |
| 2023-11-01 | 5.9654609719437900 |
| 2023-12-01 | 5.9260487432920800 |
| 2024-01-01 | 5.8842652087281000 |
| 2024-02-01 | 5.9301967627713700 |
| 2024-03-01 | 5.8914132906575300 |
| 2024-04-01 | 5.8529194764189990 |
| 2024-05-01 | 5.8900146971134900 |
