Table Data - All Employees: Wholesale Trade: Apparel, Piece Goods, and Notions Merchant Wholesalers in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Wholesale Trade: Apparel, Piece Goods, and Notions Merchant Wholesalers in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310844142430001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 10:58 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 | 14.7823043777 |
| 1990-02-01 | 14.8048362952 |
| 1990-03-01 | 14.5772543528 |
| 1990-04-01 | 14.1245301103 |
| 1990-05-01 | 14.3794304600 |
| 1990-06-01 | 14.0571356534 |
| 1990-07-01 | 14.4487279427 |
| 1990-08-01 | 14.4280833256 |
| 1990-09-01 | 14.4405781872 |
| 1990-10-01 | 14.7905376830 |
| 1990-11-01 | 14.8884713632 |
| 1990-12-01 | 14.9859740195 |
| 1991-01-01 | 13.4750465374 |
| 1991-02-01 | 13.5948814862 |
| 1991-03-01 | 13.6811941443 |
| 1991-04-01 | 14.3248428373 |
| 1991-05-01 | 14.2845952614 |
| 1991-06-01 | 14.4716893594 |
| 1991-07-01 | 14.4416505275 |
| 1991-08-01 | 14.6095062579 |
| 1991-09-01 | 14.8361736047 |
| 1991-10-01 | 15.0070791042 |
| 1991-11-01 | 15.1008820601 |
| 1991-12-01 | 14.7928549946 |
| 1992-01-01 | 14.3516323169 |
| 1992-02-01 | 14.4839931421 |
| 1992-03-01 | 14.4883324367 |
| 1992-04-01 | 14.4196483796 |
| 1992-05-01 | 14.3984649370 |
| 1992-06-01 | 14.4927781830 |
| 1992-07-01 | 14.4406196847 |
| 1992-08-01 | 14.3700003220 |
| 1992-09-01 | 14.4112899444 |
| 1992-10-01 | 14.3460456902 |
| 1992-11-01 | 14.4254374997 |
| 1992-12-01 | 14.5000760787 |
| 1993-01-01 | 14.5252884305 |
| 1993-02-01 | 14.6604978524 |
| 1993-03-01 | 14.6941194202 |
| 1993-04-01 | 14.7262845757 |
| 1993-05-01 | 14.6178118989 |
| 1993-06-01 | 14.5188009052 |
| 1993-07-01 | 14.4268680197 |
| 1993-08-01 | 14.4219306478 |
| 1993-09-01 | 14.3772168982 |
| 1993-10-01 | 14.2969720094 |
| 1993-11-01 | 14.4587740418 |
| 1993-12-01 | 14.5191896733 |
| 1994-01-01 | 14.6004302180 |
| 1994-02-01 | 14.7281075558 |
| 1994-03-01 | 14.7892052385 |
| 1994-04-01 | 14.9334427531 |
| 1994-05-01 | 15.1263781941 |
| 1994-06-01 | 15.1416497766 |
| 1994-07-01 | 15.6192347931 |
| 1994-08-01 | 15.7795789018 |
| 1994-09-01 | 15.8442273780 |
| 1994-10-01 | 16.1501162133 |
| 1994-11-01 | 16.1950980280 |
| 1994-12-01 | 16.3516217102 |
| 1995-01-01 | 16.5826701707 |
| 1995-02-01 | 16.5890077811 |
| 1995-03-01 | 16.6652658503 |
| 1995-04-01 | 16.9543901150 |
| 1995-05-01 | 16.7176531413 |
| 1995-06-01 | 16.8446152950 |
| 1995-07-01 | 16.0040184335 |
| 1995-08-01 | 16.2636940538 |
| 1995-09-01 | 16.3331236357 |
| 1995-10-01 | 16.1859302240 |
| 1995-11-01 | 16.2369538554 |
| 1995-12-01 | 16.3025106543 |
| 1996-01-01 | 15.9580295712 |
| 1996-02-01 | 16.2655468715 |
| 1996-03-01 | 16.7322829866 |
| 1996-04-01 | 16.1533390696 |
| 1996-05-01 | 16.2911673448 |
| 1996-06-01 | 16.2174602101 |
| 1996-07-01 | 16.8090368242 |
| 1996-08-01 | 16.7787779802 |
| 1996-09-01 | 16.9384437321 |
| 1996-10-01 | 16.8101473637 |
| 1996-11-01 | 16.8729337765 |
| 1996-12-01 | 16.8488204428 |
| 1997-01-01 | 17.7458216790 |
| 1997-02-01 | 17.7573193563 |
| 1997-03-01 | 17.9970115544 |
| 1997-04-01 | 17.5415781340 |
| 1997-05-01 | 17.5541834320 |
| 1997-06-01 | 17.3598018119 |
| 1997-07-01 | 17.4070545240 |
| 1997-08-01 | 17.4260258961 |
| 1997-09-01 | 17.4499982087 |
| 1997-10-01 | 17.6358445099 |
| 1997-11-01 | 17.7126507241 |
| 1997-12-01 | 17.7926433701 |
| 1998-01-01 | 18.0312407318 |
| 1998-02-01 | 18.1603811156 |
| 1998-03-01 | 18.3779167926 |
| 1998-04-01 | 18.1002474781 |
| 1998-05-01 | 18.2113584800 |
| 1998-06-01 | 18.1958552377 |
| 1998-07-01 | 18.0079993211 |
| 1998-08-01 | 17.8739200927 |
| 1998-09-01 | 17.6694617379 |
| 1998-10-01 | 17.5640630766 |
| 1998-11-01 | 17.4515885395 |
| 1998-12-01 | 17.4231599110 |
| 1999-01-01 | 17.6251024185 |
| 1999-02-01 | 17.5695539874 |
| 1999-03-01 | 17.6719492301 |
| 1999-04-01 | 17.8468393524 |
| 1999-05-01 | 17.8732953507 |
| 1999-06-01 | 18.0377298457 |
| 1999-07-01 | 18.1063263942 |
| 1999-08-01 | 18.2106322560 |
| 1999-09-01 | 18.4873294034 |
| 1999-10-01 | 19.0906545779 |
| 1999-11-01 | 19.1924287127 |
| 1999-12-01 | 19.1380681620 |
| 2000-01-01 | 19.0128777710 |
| 2000-02-01 | 18.9826114594 |
| 2000-03-01 | 19.1806317158 |
| 2000-04-01 | 19.6875775912 |
| 2000-05-01 | 19.6589168724 |
| 2000-06-01 | 19.2009859008 |
| 2000-07-01 | 19.5141511212 |
| 2000-08-01 | 19.4172393931 |
| 2000-09-01 | 19.6960608380 |
| 2000-10-01 | 19.7165395470 |
| 2000-11-01 | 19.8194468895 |
| 2000-12-01 | 19.9198255699 |
| 2001-01-01 | 20.1158998000 |
| 2001-02-01 | 20.1017907950 |
| 2001-03-01 | 19.9881258081 |
| 2001-04-01 | 20.0442769546 |
| 2001-05-01 | 20.0615353472 |
| 2001-06-01 | 20.0979011291 |
| 2001-07-01 | 20.0181636772 |
| 2001-08-01 | 19.9172273725 |
| 2001-09-01 | 19.6924685120 |
| 2001-10-01 | 19.4304205468 |
| 2001-11-01 | 19.2183065687 |
| 2001-12-01 | 19.1858243643 |
| 2002-01-01 | 19.2145520566 |
| 2002-02-01 | 19.3225903510 |
| 2002-03-01 | 19.4067728753 |
| 2002-04-01 | 19.6232872069 |
| 2002-05-01 | 19.5764006639 |
| 2002-06-01 | 19.5242775110 |
| 2002-07-01 | 19.4295849518 |
| 2002-08-01 | 19.4995517165 |
| 2002-09-01 | 19.4887960444 |
| 2002-10-01 | 19.5241268493 |
| 2002-11-01 | 19.4859283988 |
| 2002-12-01 | 19.4449504500 |
| 2003-01-01 | 19.3147018197 |
| 2003-02-01 | 19.2471368472 |
| 2003-03-01 | 19.1334786886 |
| 2003-04-01 | 18.7227870143 |
| 2003-05-01 | 18.5935090659 |
| 2003-06-01 | 18.6672811641 |
| 2003-07-01 | 18.5488744209 |
| 2003-08-01 | 18.4837238594 |
| 2003-09-01 | 18.2764913275 |
| 2003-10-01 | 18.0014726500 |
| 2003-11-01 | 17.9248637865 |
| 2003-12-01 | 18.1128147040 |
| 2004-01-01 | 18.1007161490 |
| 2004-02-01 | 18.0668091601 |
| 2004-03-01 | 18.2689205937 |
| 2004-04-01 | 18.2516545744 |
| 2004-05-01 | 18.2211299224 |
| 2004-06-01 | 18.1166643430 |
| 2004-07-01 | 18.2683433547 |
| 2004-08-01 | 18.1634772698 |
| 2004-09-01 | 18.2506451806 |
| 2004-10-01 | 18.4682742208 |
| 2004-11-01 | 18.5579978673 |
| 2004-12-01 | 18.4809271217 |
| 2005-01-01 | 18.3935045870 |
| 2005-02-01 | 18.3803263501 |
| 2005-03-01 | 18.4135280935 |
| 2005-04-01 | 18.6913038589 |
| 2005-05-01 | 18.9443347477 |
| 2005-06-01 | 18.7687154584 |
| 2005-07-01 | 18.7792527028 |
| 2005-08-01 | 18.9504870230 |
| 2005-09-01 | 19.0133033053 |
| 2005-10-01 | 19.4270860580 |
| 2005-11-01 | 19.4038569697 |
| 2005-12-01 | 19.3633639330 |
| 2006-01-01 | 19.0800216436 |
| 2006-02-01 | 19.3821323142 |
| 2006-03-01 | 19.3664027865 |
| 2006-04-01 | 19.5380922509 |
| 2006-05-01 | 19.6636934226 |
| 2006-06-01 | 19.8025995829 |
| 2006-07-01 | 19.7844616296 |
| 2006-08-01 | 19.8278857261 |
| 2006-09-01 | 19.8826223573 |
| 2006-10-01 | 19.6873074619 |
| 2006-11-01 | 19.7845379719 |
| 2006-12-01 | 19.6570278680 |
| 2007-01-01 | 19.9714951593 |
| 2007-02-01 | 19.9784964806 |
| 2007-03-01 | 20.1132188205 |
| 2007-04-01 | 19.9698001046 |
| 2007-05-01 | 20.0664704354 |
| 2007-06-01 | 20.1154127445 |
| 2007-07-01 | 20.3865351227 |
| 2007-08-01 | 20.5047187830 |
| 2007-09-01 | 20.7662675186 |
| 2007-10-01 | 20.8585363914 |
| 2007-11-01 | 20.9964430188 |
| 2007-12-01 | 21.1664482206 |
| 2008-01-01 | 21.1686187336 |
| 2008-02-01 | 21.4677842643 |
| 2008-03-01 | 21.3329405423 |
| 2008-04-01 | 21.5900588414 |
| 2008-05-01 | 21.6566559972 |
| 2008-06-01 | 21.7081376624 |
| 2008-07-01 | 21.7785924583 |
| 2008-08-01 | 21.8904964525 |
| 2008-09-01 | 21.8746177309 |
| 2008-10-01 | 22.1447972002 |
| 2008-11-01 | 21.6297190946 |
| 2008-12-01 | 21.5771371345 |
| 2009-01-01 | 21.4824099133 |
| 2009-02-01 | 21.1548677362 |
| 2009-03-01 | 20.9357631329 |
| 2009-04-01 | 20.7827471201 |
| 2009-05-01 | 20.6228324001 |
| 2009-06-01 | 20.5947679049 |
| 2009-07-01 | 20.4647516465 |
| 2009-08-01 | 20.3897320081 |
| 2009-09-01 | 20.3073766852 |
| 2009-10-01 | 20.4436864729 |
| 2009-11-01 | 20.4662547214 |
| 2009-12-01 | 20.5989363924 |
| 2010-01-01 | 20.8006146019 |
| 2010-02-01 | 20.7370385580 |
| 2010-03-01 | 20.9243618002 |
| 2010-04-01 | 21.0538731816 |
| 2010-05-01 | 21.1783318621 |
| 2010-06-01 | 21.2735736365 |
| 2010-07-01 | 21.3515893172 |
| 2010-08-01 | 21.5084572967 |
| 2010-09-01 | 21.5589331700 |
| 2010-10-01 | 21.7568339227 |
| 2010-11-01 | 21.5899606704 |
| 2010-12-01 | 21.6238695648 |
| 2011-01-01 | 21.6187679498 |
| 2011-02-01 | 21.7113421468 |
| 2011-03-01 | 21.7025440941 |
| 2011-04-01 | 21.7188632443 |
| 2011-05-01 | 21.7312632747 |
| 2011-06-01 | 21.7617975121 |
| 2011-07-01 | 21.7469388251 |
| 2011-08-01 | 21.7302116470 |
| 2011-09-01 | 21.8008229201 |
| 2011-10-01 | 21.8849529276 |
| 2011-11-01 | 22.0021144993 |
| 2011-12-01 | 22.0494435910 |
| 2012-01-01 | 22.0340503554 |
| 2012-02-01 | 21.9826217341 |
| 2012-03-01 | 22.2656192063 |
| 2012-04-01 | 22.5837015345 |
| 2012-05-01 | 22.6980853330 |
| 2012-06-01 | 22.7623940006 |
| 2012-07-01 | 22.9496103024 |
| 2012-08-01 | 23.0655575543 |
| 2012-09-01 | 23.1339646345 |
| 2012-10-01 | 23.1071230047 |
| 2012-11-01 | 23.3942019370 |
| 2012-12-01 | 23.5630719187 |
| 2013-01-01 | 23.8430403976 |
| 2013-02-01 | 24.0555159891 |
| 2013-03-01 | 24.3383167109 |
| 2013-04-01 | 24.3544944737 |
| 2013-05-01 | 24.4833227969 |
| 2013-06-01 | 24.6827157871 |
| 2013-07-01 | 24.7596104713 |
| 2013-08-01 | 24.7897362058 |
| 2013-09-01 | 24.9491797470 |
| 2013-10-01 | 25.0172130252 |
| 2013-11-01 | 25.2764718446 |
| 2013-12-01 | 25.4628376597 |
| 2014-01-01 | 25.8406968547 |
| 2014-02-01 | 25.8463251085 |
| 2014-03-01 | 25.9193922195 |
| 2014-04-01 | 25.9376589054 |
| 2014-05-01 | 26.0898276403 |
| 2014-06-01 | 26.2070799481 |
| 2014-07-01 | 26.2684172125 |
| 2014-08-01 | 26.7167733583 |
| 2014-09-01 | 26.8545144710 |
| 2014-10-01 | 26.9121218884 |
| 2014-11-01 | 27.0450915496 |
| 2014-12-01 | 27.1434067454 |
| 2015-01-01 | 27.1258162861 |
| 2015-02-01 | 27.2552266653 |
| 2015-03-01 | 27.4181606926 |
| 2015-04-01 | 27.5351982282 |
| 2015-05-01 | 27.5133221503 |
| 2015-06-01 | 27.4429396707 |
| 2015-07-01 | 27.2772381272 |
| 2015-08-01 | 27.2237399924 |
| 2015-09-01 | 27.1481481724 |
| 2015-10-01 | 27.3965341694 |
| 2015-11-01 | 27.3045569852 |
| 2015-12-01 | 27.2071872201 |
| 2016-01-01 | 27.3175697993 |
| 2016-02-01 | 27.2804702339 |
| 2016-03-01 | 27.1197292365 |
| 2016-04-01 | 27.3471065368 |
| 2016-05-01 | 27.1475994661 |
| 2016-06-01 | 27.1815164838 |
| 2016-07-01 | 27.1778526785 |
| 2016-08-01 | 27.1261882256 |
| 2016-09-01 | 27.0446505614 |
| 2016-10-01 | 26.8781044378 |
| 2016-11-01 | 26.7486473023 |
| 2016-12-01 | 26.6562283379 |
| 2017-01-01 | 26.6125167764 |
| 2017-02-01 | 26.5072444581 |
| 2017-03-01 | 26.5335191215 |
| 2017-04-01 | 26.4699839846 |
| 2017-05-01 | 26.5891976207 |
| 2017-06-01 | 26.8270616923 |
| 2017-07-01 | 26.6733390496 |
| 2017-08-01 | 26.6137727816 |
| 2017-09-01 | 26.7419773472 |
| 2017-10-01 | 26.7586043846 |
| 2017-11-01 | 26.7834668624 |
| 2017-12-01 | 26.9060569702 |
| 2018-01-01 | 26.9148345787 |
| 2018-02-01 | 26.9356046464 |
| 2018-03-01 | 26.9471990831 |
| 2018-04-01 | 27.1950066371 |
| 2018-05-01 | 27.0258222066 |
| 2018-06-01 | 27.0775031662 |
| 2018-07-01 | 26.9585333995 |
| 2018-08-01 | 27.0055768985 |
| 2018-09-01 | 26.9467568497 |
| 2018-10-01 | 26.9382370504 |
| 2018-11-01 | 26.8213522603 |
| 2018-12-01 | 26.7561077125 |
| 2019-01-01 | 26.7267457192 |
| 2019-02-01 | 26.6478559473 |
| 2019-03-01 | 26.6703757838 |
| 2019-04-01 | 26.4109542478 |
| 2019-05-01 | 26.3496956448 |
| 2019-06-01 | 26.3256151440 |
| 2019-07-01 | 26.3541996715 |
| 2019-08-01 | 26.2946637208 |
| 2019-09-01 | 26.1492353598 |
| 2019-10-01 | 26.0173339541 |
| 2019-11-01 | 26.1730313295 |
| 2019-12-01 | 26.2270954279 |
| 2020-01-01 | 26.1361284689 |
| 2020-02-01 | 26.1568684192 |
| 2020-03-01 | 25.3830301809 |
| 2020-04-01 | 14.6247270144 |
| 2020-05-01 | 18.4540519533 |
| 2020-06-01 | 20.3610714808 |
| 2020-07-01 | 20.2534709913 |
| 2020-08-01 | 21.1907282628 |
| 2020-09-01 | 21.8556170722 |
| 2020-10-01 | 22.2023484302 |
| 2020-11-01 | 22.1479672242 |
| 2020-12-01 | 22.1176157091 |
| 2021-01-01 | 22.2355685957 |
| 2021-02-01 | 22.3421327004 |
| 2021-03-01 | 22.4894206550 |
| 2021-04-01 | 22.8407294428 |
| 2021-05-01 | 22.9565726433 |
| 2021-06-01 | 23.0808460505 |
| 2021-07-01 | 23.4568415468 |
| 2021-08-01 | 23.5891417765 |
| 2021-09-01 | 23.5628014539 |
| 2021-10-01 | 24.0902926078 |
| 2021-11-01 | 24.1397396136 |
| 2021-12-01 | 24.3256685306 |
| 2022-01-01 | 24.2222722343 |
| 2022-02-01 | 24.4214959806 |
| 2022-03-01 | 24.3797410928 |
| 2022-04-01 | 24.5657253735 |
| 2022-05-01 | 24.5624132796 |
| 2022-06-01 | 24.3927248760 |
| 2022-07-01 | 24.2566438149 |
| 2022-08-01 | 24.1841134419 |
| 2022-09-01 | 24.1697676004 |
| 2022-10-01 | 23.9836727275 |
| 2022-11-01 | 23.8549706485 |
| 2022-12-01 | 23.7314942557 |
| 2023-01-01 | 23.8051966901 |
| 2023-02-01 | 23.5823156734 |
| 2023-03-01 | 23.8670163853 |
| 2023-04-01 | 23.5942806106 |
| 2023-05-01 | 23.6817362116 |
| 2023-06-01 | 23.6955852283 |
| 2023-07-01 | 23.3633858295 |
| 2023-08-01 | 23.2756537473 |
| 2023-09-01 | 23.1705212718 |
| 2023-10-01 | 22.9779890773 |
| 2023-11-01 | 22.7752777352 |
| 2023-12-01 | 22.7395805050 |
| 2024-01-01 | 23.1744209829 |
| 2024-02-01 | 22.7540549413 |
| 2024-03-01 | 22.5475096218 |
| 2024-04-01 | 22.2279355128 |
| 2024-05-01 | 22.0104777171 |
| 2024-06-01 | 21.8950942866 |
| 2024-07-01 | 21.8712755960 |
| 2024-08-01 | 21.6602026223 |
| 2024-09-01 | 21.4681278247 |
| 2024-10-01 | 21.4797604620 |
| 2024-11-01 | 21.3936693499 |
| 2024-12-01 | 21.2400178076 |
| 2025-01-01 | 20.9476298795 |
| 2025-02-01 | 20.8230873784 |
| 2025-03-01 | 20.7331218267 |
| 2025-04-01 | 20.5568077169 |
| 2025-05-01 | 20.4469659523 |
| 2025-06-01 | 20.3979186234 |
| 2025-07-01 | 20.3748065810 |
| 2025-08-01 | 20.4483139177 |
| 2025-09-01 | 20.3662537863 |
| 2025-10-01 | 20.2765543407 |
| 2025-11-01 | 20.1967280978 |
| 2025-12-01 | 20.2366142521 |
| 2026-01-01 | 20.5290423673 |
| 2026-02-01 | 20.3115157515 |
| 2026-03-01 | 20.2284608665 |
| 2026-04-01 | 20.2708173656 |
| 2026-05-01 | 20.2746971781 |
| 2026-06-01 | 20.3042609556 |
| 2026-07-01 | 20.2759302799 |
| 2026-08-01 | 20.2360928409 |