Table Data - All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Kentucky
| Title | All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Kentucky |
|---|---|
| Series ID | SMU21000004142400001SA |
| 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 10:04 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 | 27.1437698330 |
| 1990-02-01 | 27.2108823858 |
| 1990-03-01 | 27.1108064943 |
| 1990-04-01 | 27.1040507193 |
| 1990-05-01 | 26.9859413363 |
| 1990-06-01 | 27.1788756914 |
| 1990-07-01 | 27.2547711788 |
| 1990-08-01 | 27.5054902138 |
| 1990-09-01 | 27.5079522417 |
| 1990-10-01 | 27.6781021417 |
| 1990-11-01 | 27.7194377246 |
| 1990-12-01 | 27.6954991103 |
| 1991-01-01 | 27.6640346737 |
| 1991-02-01 | 27.2988373121 |
| 1991-03-01 | 27.4066589509 |
| 1991-04-01 | 27.8159135015 |
| 1991-05-01 | 27.8800013564 |
| 1991-06-01 | 27.8691923086 |
| 1991-07-01 | 27.8531605527 |
| 1991-08-01 | 27.9036363575 |
| 1991-09-01 | 27.8863910076 |
| 1991-10-01 | 28.0677454741 |
| 1991-11-01 | 28.3294024740 |
| 1991-12-01 | 28.4264327597 |
| 1992-01-01 | 28.6068633629 |
| 1992-02-01 | 28.1976650736 |
| 1992-03-01 | 28.3967517261 |
| 1992-04-01 | 28.2180405505 |
| 1992-05-01 | 28.1581978257 |
| 1992-06-01 | 28.0401472881 |
| 1992-07-01 | 28.2461692892 |
| 1992-08-01 | 28.0017026862 |
| 1992-09-01 | 28.2577176836 |
| 1992-10-01 | 27.7482012492 |
| 1992-11-01 | 27.7565707300 |
| 1992-12-01 | 27.9902922835 |
| 1993-01-01 | 27.9588302211 |
| 1993-02-01 | 28.0911144273 |
| 1993-03-01 | 27.9690627529 |
| 1993-04-01 | 28.0208488445 |
| 1993-05-01 | 28.1455107325 |
| 1993-06-01 | 28.1140162077 |
| 1993-07-01 | 27.9245457256 |
| 1993-08-01 | 28.0881756637 |
| 1993-09-01 | 28.1081330303 |
| 1993-10-01 | 28.2218955573 |
| 1993-11-01 | 28.3170419856 |
| 1993-12-01 | 28.1719216683 |
| 1994-01-01 | 27.9234047754 |
| 1994-02-01 | 28.4811168603 |
| 1994-03-01 | 28.6431763037 |
| 1994-04-01 | 28.3964831921 |
| 1994-05-01 | 28.5263628503 |
| 1994-06-01 | 28.5694254367 |
| 1994-07-01 | 28.7258219118 |
| 1994-08-01 | 28.6749164851 |
| 1994-09-01 | 28.8728509817 |
| 1994-10-01 | 28.7753783231 |
| 1994-11-01 | 28.8895061279 |
| 1994-12-01 | 28.9768765721 |
| 1995-01-01 | 28.8858328598 |
| 1995-02-01 | 28.9568566190 |
| 1995-03-01 | 29.1955079297 |
| 1995-04-01 | 29.4573715136 |
| 1995-05-01 | 29.5180072056 |
| 1995-06-01 | 29.7422933684 |
| 1995-07-01 | 29.7236135808 |
| 1995-08-01 | 29.8699905305 |
| 1995-09-01 | 29.8421727384 |
| 1995-10-01 | 30.2305536499 |
| 1995-11-01 | 30.1709587875 |
| 1995-12-01 | 30.0668607726 |
| 1996-01-01 | 30.2550191138 |
| 1996-02-01 | 30.2349760345 |
| 1996-03-01 | 30.1448031374 |
| 1996-04-01 | 30.0852689919 |
| 1996-05-01 | 30.1921568818 |
| 1996-06-01 | 30.2113649712 |
| 1996-07-01 | 30.4454026290 |
| 1996-08-01 | 30.5863848698 |
| 1996-09-01 | 30.6402403046 |
| 1996-10-01 | 30.5843151406 |
| 1996-11-01 | 30.6551808505 |
| 1996-12-01 | 30.8491939738 |
| 1997-01-01 | 30.9025026399 |
| 1997-02-01 | 30.6079980888 |
| 1997-03-01 | 30.6804445721 |
| 1997-04-01 | 31.1129447541 |
| 1997-05-01 | 31.0548456349 |
| 1997-06-01 | 31.2057810033 |
| 1997-07-01 | 31.0558918208 |
| 1997-08-01 | 31.1077212224 |
| 1997-09-01 | 31.1399953577 |
| 1997-10-01 | 31.2634237454 |
| 1997-11-01 | 31.1502526073 |
| 1997-12-01 | 31.2167025544 |
| 1998-01-01 | 30.4397912861 |
| 1998-02-01 | 30.5719099190 |
| 1998-03-01 | 30.7264683923 |
| 1998-04-01 | 30.7429368950 |
| 1998-05-01 | 30.5060293850 |
| 1998-06-01 | 30.7888373922 |
| 1998-07-01 | 30.9771180879 |
| 1998-08-01 | 30.9219108759 |
| 1998-09-01 | 31.0452499306 |
| 1998-10-01 | 31.1434625104 |
| 1998-11-01 | 31.3420596685 |
| 1998-12-01 | 31.3008397308 |
| 1999-01-01 | 31.1653004482 |
| 1999-02-01 | 31.3316828338 |
| 1999-03-01 | 31.2837584422 |
| 1999-04-01 | 31.1938758015 |
| 1999-05-01 | 31.1507743483 |
| 1999-06-01 | 31.0911569038 |
| 1999-07-01 | 30.9689121772 |
| 1999-08-01 | 31.0162415938 |
| 1999-09-01 | 31.2456417320 |
| 1999-10-01 | 31.3325143470 |
| 1999-11-01 | 31.3082160020 |
| 1999-12-01 | 31.5841776989 |
| 2000-01-01 | 31.6973194088 |
| 2000-02-01 | 31.7089162287 |
| 2000-03-01 | 32.1692099069 |
| 2000-04-01 | 32.0683270935 |
| 2000-05-01 | 32.1015165111 |
| 2000-06-01 | 32.0858465094 |
| 2000-07-01 | 32.0494189915 |
| 2000-08-01 | 32.0751333072 |
| 2000-09-01 | 32.0263766816 |
| 2000-10-01 | 32.8122306260 |
| 2000-11-01 | 32.8720072590 |
| 2000-12-01 | 32.4745875909 |
| 2001-01-01 | 32.9282100201 |
| 2001-02-01 | 33.0125317216 |
| 2001-03-01 | 33.0778550669 |
| 2001-04-01 | 32.6502316132 |
| 2001-05-01 | 32.5678260471 |
| 2001-06-01 | 32.5942168874 |
| 2001-07-01 | 32.4077118577 |
| 2001-08-01 | 32.3018368944 |
| 2001-09-01 | 31.8875725831 |
| 2001-10-01 | 31.9951003805 |
| 2001-11-01 | 31.9209603656 |
| 2001-12-01 | 31.8623816548 |
| 2002-01-01 | 31.9645957469 |
| 2002-02-01 | 32.0409442756 |
| 2002-03-01 | 31.6950886088 |
| 2002-04-01 | 32.0412541074 |
| 2002-05-01 | 32.1548046075 |
| 2002-06-01 | 31.9908892434 |
| 2002-07-01 | 32.1623386161 |
| 2002-08-01 | 32.1191237716 |
| 2002-09-01 | 32.1269463578 |
| 2002-10-01 | 32.3741000898 |
| 2002-11-01 | 32.4679633546 |
| 2002-12-01 | 32.4456306014 |
| 2003-01-01 | 32.5215663574 |
| 2003-02-01 | 32.5947078082 |
| 2003-03-01 | 32.5983799093 |
| 2003-04-01 | 32.6079202727 |
| 2003-05-01 | 32.8493367059 |
| 2003-06-01 | 32.8805772243 |
| 2003-07-01 | 32.9218608813 |
| 2003-08-01 | 33.0662200919 |
| 2003-09-01 | 32.9793001970 |
| 2003-10-01 | 32.8467102570 |
| 2003-11-01 | 32.6918279697 |
| 2003-12-01 | 32.7131723378 |
| 2004-01-01 | 32.5848654383 |
| 2004-02-01 | 32.5520649990 |
| 2004-03-01 | 32.4908018253 |
| 2004-04-01 | 32.5727333912 |
| 2004-05-01 | 32.3458253497 |
| 2004-06-01 | 32.2497061670 |
| 2004-07-01 | 32.6063880997 |
| 2004-08-01 | 32.4436226251 |
| 2004-09-01 | 32.4338042372 |
| 2004-10-01 | 32.3211568054 |
| 2004-11-01 | 32.3191524860 |
| 2004-12-01 | 32.2540753435 |
| 2005-01-01 | 32.3404751482 |
| 2005-02-01 | 32.2095375252 |
| 2005-03-01 | 32.1730780029 |
| 2005-04-01 | 32.0263747588 |
| 2005-05-01 | 32.0471216444 |
| 2005-06-01 | 31.9109835833 |
| 2005-07-01 | 32.0090306613 |
| 2005-08-01 | 31.9504597775 |
| 2005-09-01 | 31.9200870982 |
| 2005-10-01 | 31.7958432615 |
| 2005-11-01 | 31.8186907288 |
| 2005-12-01 | 31.7687583619 |
| 2006-01-01 | 31.6761596218 |
| 2006-02-01 | 31.7514428117 |
| 2006-03-01 | 31.9594098544 |
| 2006-04-01 | 32.1100469111 |
| 2006-05-01 | 32.3555441662 |
| 2006-06-01 | 32.1718890784 |
| 2006-07-01 | 31.9085450813 |
| 2006-08-01 | 31.9726800238 |
| 2006-09-01 | 32.0154291139 |
| 2006-10-01 | 32.1814828863 |
| 2006-11-01 | 32.0965706334 |
| 2006-12-01 | 32.1656640321 |
| 2007-01-01 | 32.2992531608 |
| 2007-02-01 | 32.3762105864 |
| 2007-03-01 | 32.6539818170 |
| 2007-04-01 | 32.5139796418 |
| 2007-05-01 | 32.4753444431 |
| 2007-06-01 | 32.4449468155 |
| 2007-07-01 | 32.3020455176 |
| 2007-08-01 | 32.2996162521 |
| 2007-09-01 | 32.3281319708 |
| 2007-10-01 | 32.2504024984 |
| 2007-11-01 | 32.1493983660 |
| 2007-12-01 | 32.2534082396 |
| 2008-01-01 | 32.3209233919 |
| 2008-02-01 | 32.5816463233 |
| 2008-03-01 | 32.2623203195 |
| 2008-04-01 | 32.1555669211 |
| 2008-05-01 | 32.2016223962 |
| 2008-06-01 | 32.1357445894 |
| 2008-07-01 | 32.0890928093 |
| 2008-08-01 | 32.0975440410 |
| 2008-09-01 | 31.9155870746 |
| 2008-10-01 | 31.9194494104 |
| 2008-11-01 | 31.9196225973 |
| 2008-12-01 | 31.7509840065 |
| 2009-01-01 | 31.4442731457 |
| 2009-02-01 | 31.2742281162 |
| 2009-03-01 | 30.9753689849 |
| 2009-04-01 | 31.2064968880 |
| 2009-05-01 | 31.1287778647 |
| 2009-06-01 | 31.1407522945 |
| 2009-07-01 | 31.1779042067 |
| 2009-08-01 | 30.9593502561 |
| 2009-09-01 | 31.0891797865 |
| 2009-10-01 | 30.9830353275 |
| 2009-11-01 | 31.2049478898 |
| 2009-12-01 | 31.4711694729 |
| 2010-01-01 | 31.2824845476 |
| 2010-02-01 | 31.1685691382 |
| 2010-03-01 | 31.0937815950 |
| 2010-04-01 | 30.8478759581 |
| 2010-05-01 | 30.9344712825 |
| 2010-06-01 | 30.9415816136 |
| 2010-07-01 | 30.9640246646 |
| 2010-08-01 | 30.8009103846 |
| 2010-09-01 | 30.7460093437 |
| 2010-10-01 | 30.8701101942 |
| 2010-11-01 | 30.8232288876 |
| 2010-12-01 | 30.7185876091 |
| 2011-01-01 | 30.4219995389 |
| 2011-02-01 | 30.5615054213 |
| 2011-03-01 | 30.5066048428 |
| 2011-04-01 | 30.2580511761 |
| 2011-05-01 | 30.0184027502 |
| 2011-06-01 | 29.9329953423 |
| 2011-07-01 | 30.2605850185 |
| 2011-08-01 | 30.3376213542 |
| 2011-09-01 | 30.3101806541 |
| 2011-10-01 | 30.2696428358 |
| 2011-11-01 | 30.0652128688 |
| 2011-12-01 | 30.0685837473 |
| 2012-01-01 | 30.0678834497 |
| 2012-02-01 | 30.0532264041 |
| 2012-03-01 | 30.0162084483 |
| 2012-04-01 | 29.9461562803 |
| 2012-05-01 | 29.9846982256 |
| 2012-06-01 | 29.9146457349 |
| 2012-07-01 | 29.8563480214 |
| 2012-08-01 | 29.9815067852 |
| 2012-09-01 | 29.9814689813 |
| 2012-10-01 | 29.9958677283 |
| 2012-11-01 | 29.9330318271 |
| 2012-12-01 | 29.8146946976 |
| 2013-01-01 | 29.9873753998 |
| 2013-02-01 | 30.0444998315 |
| 2013-03-01 | 30.1150834504 |
| 2013-04-01 | 30.3232724284 |
| 2013-05-01 | 30.3418184219 |
| 2013-06-01 | 30.4024948216 |
| 2013-07-01 | 30.2433312874 |
| 2013-08-01 | 30.2482573687 |
| 2013-09-01 | 30.1738778696 |
| 2013-10-01 | 30.1338231786 |
| 2013-11-01 | 30.1952976045 |
| 2013-12-01 | 30.0351333540 |
| 2014-01-01 | 30.1954733351 |
| 2014-02-01 | 30.2464523395 |
| 2014-03-01 | 30.2185872832 |
| 2014-04-01 | 30.1897842790 |
| 2014-05-01 | 30.1044873854 |
| 2014-06-01 | 29.8805554507 |
| 2014-07-01 | 29.9070879496 |
| 2014-08-01 | 29.9503123580 |
| 2014-09-01 | 29.8879620946 |
| 2014-10-01 | 29.6880569890 |
| 2014-11-01 | 29.6460581938 |
| 2014-12-01 | 29.6426371477 |
| 2015-01-01 | 29.3759159392 |
| 2015-02-01 | 29.3403657318 |
| 2015-03-01 | 29.2173426588 |
| 2015-04-01 | 29.1652414528 |
| 2015-05-01 | 29.1855074112 |
| 2015-06-01 | 29.2697028428 |
| 2015-07-01 | 29.3565087974 |
| 2015-08-01 | 29.4714631160 |
| 2015-09-01 | 29.5143641453 |
| 2015-10-01 | 29.6264284925 |
| 2015-11-01 | 29.6784122047 |
| 2015-12-01 | 29.7432958877 |
| 2016-01-01 | 29.9575260438 |
| 2016-02-01 | 29.8345263007 |
| 2016-03-01 | 30.0109678209 |
| 2016-04-01 | 29.8491818999 |
| 2016-05-01 | 29.8819081679 |
| 2016-06-01 | 29.7600759714 |
| 2016-07-01 | 29.8057804131 |
| 2016-08-01 | 29.7028984295 |
| 2016-09-01 | 29.7429479322 |
| 2016-10-01 | 29.7461622848 |
| 2016-11-01 | 29.6975049608 |
| 2016-12-01 | 29.8517356280 |
| 2017-01-01 | 29.8353151278 |
| 2017-02-01 | 29.8245973902 |
| 2017-03-01 | 29.7947849368 |
| 2017-04-01 | 29.9417510278 |
| 2017-05-01 | 30.0865463841 |
| 2017-06-01 | 29.9607661056 |
| 2017-07-01 | 29.7742506203 |
| 2017-08-01 | 29.6396372349 |
| 2017-09-01 | 29.5574197978 |
| 2017-10-01 | 29.4394606724 |
| 2017-11-01 | 29.3018407244 |
| 2017-12-01 | 29.4763948876 |
| 2018-01-01 | 29.4155810444 |
| 2018-02-01 | 29.4187908390 |
| 2018-03-01 | 29.2819973927 |
| 2018-04-01 | 29.2326282494 |
| 2018-05-01 | 29.2907556065 |
| 2018-06-01 | 29.3549178469 |
| 2018-07-01 | 29.4592431747 |
| 2018-08-01 | 29.4831327216 |
| 2018-09-01 | 29.3620823953 |
| 2018-10-01 | 29.4258397191 |
| 2018-11-01 | 29.4015366081 |
| 2018-12-01 | 29.3055709178 |
| 2019-01-01 | 29.3958727242 |
| 2019-02-01 | 29.4070253247 |
| 2019-03-01 | 29.5561043004 |
| 2019-04-01 | 29.6339584551 |
| 2019-05-01 | 29.6087906594 |
| 2019-06-01 | 29.5588356930 |
| 2019-07-01 | 29.5571871105 |
| 2019-08-01 | 29.5112841217 |
| 2019-09-01 | 29.3451073390 |
| 2019-10-01 | 29.5011168569 |
| 2019-11-01 | 29.6096153099 |
| 2019-12-01 | 29.5486079919 |
| 2020-01-01 | 29.3781272525 |
| 2020-02-01 | 29.4016870750 |
| 2020-03-01 | 29.3147940713 |
| 2020-04-01 | 27.4395631626 |
| 2020-05-01 | 27.2253985049 |
| 2020-06-01 | 27.4660356007 |
| 2020-07-01 | 27.4684851732 |
| 2020-08-01 | 27.6355601775 |
| 2020-09-01 | 27.8137755840 |
| 2020-10-01 | 27.9711653618 |
| 2020-11-01 | 28.1268302820 |
| 2020-12-01 | 28.0794262738 |
| 2021-01-01 | 28.2720667862 |
| 2021-02-01 | 28.3059941526 |
| 2021-03-01 | 28.2652260443 |
| 2021-04-01 | 28.3480338069 |
| 2021-05-01 | 28.5415929747 |
| 2021-06-01 | 28.5701040522 |
| 2021-07-01 | 28.6946576470 |
| 2021-08-01 | 28.6404990271 |
| 2021-09-01 | 28.4742365183 |
| 2021-10-01 | 28.9381819724 |
| 2021-11-01 | 29.0492148042 |
| 2021-12-01 | 29.3179547792 |
| 2022-01-01 | 29.4783998208 |
| 2022-02-01 | 29.6133042811 |
| 2022-03-01 | 29.8331367806 |
| 2022-04-01 | 29.9414099997 |
| 2022-05-01 | 29.9371878246 |
| 2022-06-01 | 29.8692337662 |
| 2022-07-01 | 30.3249827112 |
| 2022-08-01 | 30.3344009215 |
| 2022-09-01 | 30.3424963714 |
| 2022-10-01 | 30.3125262439 |
| 2022-11-01 | 30.2697343578 |
| 2022-12-01 | 30.3449632437 |
| 2023-01-01 | 30.6086626874 |
| 2023-02-01 | 30.8246176288 |
| 2023-03-01 | 30.8188553033 |
| 2023-04-01 | 30.6222628900 |
| 2023-05-01 | 30.8241300100 |
| 2023-06-01 | 30.8601095912 |
| 2023-07-01 | 30.9417971244 |
| 2023-08-01 | 31.0099763079 |
| 2023-09-01 | 31.2298925444 |
| 2023-10-01 | 31.2957752379 |
| 2023-11-01 | 31.2836447577 |
| 2023-12-01 | 31.3828323112 |
| 2024-01-01 | 31.0472259478 |
| 2024-02-01 | 31.1398970755 |
| 2024-03-01 | 31.2185926187 |
| 2024-04-01 | 31.0846995178 |
| 2024-05-01 | 31.0917027274 |
| 2024-06-01 | 31.1548448094 |
| 2024-07-01 | 30.9513869080 |
| 2024-08-01 | 31.0942844956 |
| 2024-09-01 | 31.0340891028 |
| 2024-10-01 | 30.9838303275 |
| 2024-11-01 | 30.9843716082 |
| 2024-12-01 | 30.8988355402 |
| 2025-01-01 | 30.8933816555 |
| 2025-02-01 | 30.9595818408 |
| 2025-03-01 | 30.7308193224 |
| 2025-04-01 | 30.8463741340 |
| 2025-05-01 | 30.8598334249 |
| 2025-06-01 | 30.5429199870 |
| 2025-07-01 | 30.4551255046 |
| 2025-08-01 | 30.4814744553 |
| 2025-09-01 | 30.3500728277 |
| 2025-10-01 | 30.2802222804 |
| 2025-11-01 | 30.1773679504 |
| 2025-12-01 | 30.0138667369 |
| 2026-01-01 | 29.9232154204 |
| 2026-02-01 | 29.6691492969 |
| 2026-03-01 | 29.8525879992 |
| 2026-04-01 | 30.1131401476 |
| 2026-05-01 | 29.8302351447 |
| 2026-06-01 | 29.7382225123 |
| 2026-07-01 | 29.7518282846 |
| 2026-08-01 | 29.4782599556 |
| 2026-09-01 | 29.3681359766 |