Table Data - All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310804142500001SA |
| 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 2026-03-01 |
| Last Updated | 2026-05-07 11:42 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 | 25.2121996317517 |
| 1990-02-01 | 24.9215346015547 |
| 1990-03-01 | 24.7122229071753 |
| 1990-04-01 | 23.5530479515390 |
| 1990-05-01 | 23.2696120311617 |
| 1990-06-01 | 23.2198228764233 |
| 1990-07-01 | 23.6018454508477 |
| 1990-08-01 | 23.6529159640540 |
| 1990-09-01 | 23.3926334312344 |
| 1990-10-01 | 23.7392256207713 |
| 1990-11-01 | 23.5577611606149 |
| 1990-12-01 | 23.3143134320486 |
| 1991-01-01 | 24.0072794594009 |
| 1991-02-01 | 24.2626169114051 |
| 1991-03-01 | 24.0552344019105 |
| 1991-04-01 | 24.0380884662727 |
| 1991-05-01 | 23.6597704706366 |
| 1991-06-01 | 23.9195553577031 |
| 1991-07-01 | 23.1922889185353 |
| 1991-08-01 | 23.2206038844687 |
| 1991-09-01 | 23.1734862442578 |
| 1991-10-01 | 22.9586715895010 |
| 1991-11-01 | 22.7320192850983 |
| 1991-12-01 | 22.5209544041774 |
| 1992-01-01 | 21.5115505520431 |
| 1992-02-01 | 21.8359132419452 |
| 1992-03-01 | 21.8316199816894 |
| 1992-04-01 | 21.4305952685794 |
| 1992-05-01 | 21.3665243261411 |
| 1992-06-01 | 21.1127775608952 |
| 1992-07-01 | 21.0645654080401 |
| 1992-08-01 | 20.7402411714599 |
| 1992-09-01 | 20.6825580984727 |
| 1992-10-01 | 20.6126640539499 |
| 1992-11-01 | 20.3973082610418 |
| 1992-12-01 | 20.3531609321137 |
| 1993-01-01 | 20.4224663323604 |
| 1993-02-01 | 20.2935508270883 |
| 1993-03-01 | 20.3850564680098 |
| 1993-04-01 | 20.5282949387391 |
| 1993-05-01 | 20.7666707769345 |
| 1993-06-01 | 20.6967275510911 |
| 1993-07-01 | 20.4438099555358 |
| 1993-08-01 | 20.6039227739786 |
| 1993-09-01 | 20.6361126303707 |
| 1993-10-01 | 20.5632219896735 |
| 1993-11-01 | 20.7812479929269 |
| 1993-12-01 | 20.7720948390960 |
| 1994-01-01 | 19.4183669184374 |
| 1994-02-01 | 19.3229927350563 |
| 1994-03-01 | 19.3241955156589 |
| 1994-04-01 | 19.7277638369658 |
| 1994-05-01 | 19.6648486597916 |
| 1994-06-01 | 19.4866593637511 |
| 1994-07-01 | 19.9328767108862 |
| 1994-08-01 | 19.9606030724672 |
| 1994-09-01 | 19.8820184772092 |
| 1994-10-01 | 20.1209478351343 |
| 1994-11-01 | 20.1841728063086 |
| 1994-12-01 | 20.0925084337698 |
| 1995-01-01 | 19.4093667642996 |
| 1995-02-01 | 19.8267646530175 |
| 1995-03-01 | 19.5405080915543 |
| 1995-04-01 | 18.6326198971338 |
| 1995-05-01 | 18.8629989520488 |
| 1995-06-01 | 19.0889190880407 |
| 1995-07-01 | 18.8900329553329 |
| 1995-08-01 | 18.8319936859005 |
| 1995-09-01 | 18.7525155229615 |
| 1995-10-01 | 18.0444348793334 |
| 1995-11-01 | 17.8138990117805 |
| 1995-12-01 | 17.4324685528385 |
| 1996-01-01 | 17.2017456520479 |
| 1996-02-01 | 17.2132354696078 |
| 1996-03-01 | 17.0729977964807 |
| 1996-04-01 | 16.8508372931624 |
| 1996-05-01 | 16.7783606141059 |
| 1996-06-01 | 16.7983886844028 |
| 1996-07-01 | 16.1435695074724 |
| 1996-08-01 | 15.9907412380134 |
| 1996-09-01 | 15.9952423518923 |
| 1996-10-01 | 15.7411251524930 |
| 1996-11-01 | 15.7386948500118 |
| 1996-12-01 | 15.4553359141409 |
| 1997-01-01 | 15.9088903926644 |
| 1997-02-01 | 15.7976031701959 |
| 1997-03-01 | 15.9035395698264 |
| 1997-04-01 | 15.9721550171367 |
| 1997-05-01 | 15.7821005025847 |
| 1997-06-01 | 15.5111878366727 |
| 1997-07-01 | 15.6168845931336 |
| 1997-08-01 | 15.5849250314217 |
| 1997-09-01 | 15.4664772811819 |
| 1997-10-01 | 15.6225781873530 |
| 1997-11-01 | 15.5538284728832 |
| 1997-12-01 | 15.7562864416086 |
| 1998-01-01 | 15.5082558467397 |
| 1998-02-01 | 15.2898014781382 |
| 1998-03-01 | 15.2436217121078 |
| 1998-04-01 | 15.1900760835930 |
| 1998-05-01 | 15.4854722462332 |
| 1998-06-01 | 15.2438668576991 |
| 1998-07-01 | 15.1938915258342 |
| 1998-08-01 | 14.9630962643769 |
| 1998-09-01 | 14.9398209364965 |
| 1998-10-01 | 14.9860885614939 |
| 1998-11-01 | 14.9333265091815 |
| 1998-12-01 | 14.7520361484012 |
| 1999-01-01 | 15.2294317970733 |
| 1999-02-01 | 15.2995576565089 |
| 1999-03-01 | 15.7040472753095 |
| 1999-04-01 | 15.0983592999846 |
| 1999-05-01 | 15.0899267305854 |
| 1999-06-01 | 15.1928184042283 |
| 1999-07-01 | 14.9580345195681 |
| 1999-08-01 | 14.9468294372548 |
| 1999-09-01 | 14.9220258920787 |
| 1999-10-01 | 14.6474091386439 |
| 1999-11-01 | 14.3926491579487 |
| 1999-12-01 | 14.1426566924436 |
| 2000-01-01 | 13.9537926958850 |
| 2000-02-01 | 14.0270741810523 |
| 2000-03-01 | 13.8608002912665 |
| 2000-04-01 | 13.9051983027332 |
| 2000-05-01 | 13.9027275009131 |
| 2000-06-01 | 13.9423189780397 |
| 2000-07-01 | 13.9248136816644 |
| 2000-08-01 | 14.0155199843434 |
| 2000-09-01 | 13.8917599362303 |
| 2000-10-01 | 13.8124925734711 |
| 2000-11-01 | 13.8486082176398 |
| 2000-12-01 | 13.8313167344229 |
| 2001-01-01 | 14.6872775743783 |
| 2001-02-01 | 14.6549524311951 |
| 2001-03-01 | 14.7170421820581 |
| 2001-04-01 | 14.7050073057949 |
| 2001-05-01 | 14.4074931041353 |
| 2001-06-01 | 14.5737742286072 |
| 2001-07-01 | 15.0988416898697 |
| 2001-08-01 | 14.8008026095931 |
| 2001-09-01 | 14.8891331868859 |
| 2001-10-01 | 15.5725074770326 |
| 2001-11-01 | 15.3097212309340 |
| 2001-12-01 | 15.3159412993396 |
| 2002-01-01 | 15.3047805203275 |
| 2002-02-01 | 15.1930225286036 |
| 2002-03-01 | 15.5544463136798 |
| 2002-04-01 | 15.7894618340208 |
| 2002-05-01 | 16.0024147866432 |
| 2002-06-01 | 16.0941683439425 |
| 2002-07-01 | 16.4757142327015 |
| 2002-08-01 | 16.5942143508665 |
| 2002-09-01 | 17.0174803315113 |
| 2002-10-01 | 17.2375210003381 |
| 2002-11-01 | 17.6789429658033 |
| 2002-12-01 | 18.0919460935415 |
| 2003-01-01 | 18.4378527014554 |
| 2003-02-01 | 18.6377869814805 |
| 2003-03-01 | 18.8903116374898 |
| 2003-04-01 | 19.3557230002942 |
| 2003-05-01 | 19.7868065153079 |
| 2003-06-01 | 20.0815443579593 |
| 2003-07-01 | 20.6419720892306 |
| 2003-08-01 | 21.1202081945034 |
| 2003-09-01 | 21.5777788107930 |
| 2003-10-01 | 22.2039206304287 |
| 2003-11-01 | 22.1660849976976 |
| 2003-12-01 | 22.6922762591757 |
| 2004-01-01 | 22.8592865394269 |
| 2004-02-01 | 23.1750166410906 |
| 2004-03-01 | 23.5895438772238 |
| 2004-04-01 | 23.8125906831389 |
| 2004-05-01 | 24.0527041528379 |
| 2004-06-01 | 24.7142961050538 |
| 2004-07-01 | 24.7373008677364 |
| 2004-08-01 | 25.0543272508059 |
| 2004-09-01 | 25.0178383697361 |
| 2004-10-01 | 25.6254552360597 |
| 2004-11-01 | 25.7982068239885 |
| 2004-12-01 | 25.8454309313454 |
| 2005-01-01 | 26.4932168271302 |
| 2005-02-01 | 26.7847246248693 |
| 2005-03-01 | 26.9103833798120 |
| 2005-04-01 | 27.3540089777918 |
| 2005-05-01 | 27.6088083777189 |
| 2005-06-01 | 27.9190703005213 |
| 2005-07-01 | 27.9494981781201 |
| 2005-08-01 | 28.1952755922725 |
| 2005-09-01 | 28.2593309616123 |
| 2005-10-01 | 28.5996992552551 |
| 2005-11-01 | 28.8475186724265 |
| 2005-12-01 | 29.0277151747523 |
| 2006-01-01 | 28.8033996746531 |
| 2006-02-01 | 28.8620237127303 |
| 2006-03-01 | 29.3783216775753 |
| 2006-04-01 | 29.7987335235513 |
| 2006-05-01 | 29.8558807007749 |
| 2006-06-01 | 30.0534020503841 |
| 2006-07-01 | 30.2944754188287 |
| 2006-08-01 | 30.2405725832554 |
| 2006-09-01 | 30.5881432179454 |
| 2006-10-01 | 30.4877887956712 |
| 2006-11-01 | 30.2921869234902 |
| 2006-12-01 | 30.5772681990745 |
| 2007-01-01 | 31.0237106020500 |
| 2007-02-01 | 30.9225160694012 |
| 2007-03-01 | 31.0365329918204 |
| 2007-04-01 | 30.6650611323011 |
| 2007-05-01 | 30.7277505529316 |
| 2007-06-01 | 30.7505584100598 |
| 2007-07-01 | 30.3239278210756 |
| 2007-08-01 | 30.4821741411111 |
| 2007-09-01 | 30.5819813263023 |
| 2007-10-01 | 30.2540319722187 |
| 2007-11-01 | 30.2099494571424 |
| 2007-12-01 | 30.1839500704089 |
| 2008-01-01 | 30.4050915823484 |
| 2008-02-01 | 30.5002518111752 |
| 2008-03-01 | 30.4570903373580 |
| 2008-04-01 | 30.3771331818218 |
| 2008-05-01 | 30.1340561583109 |
| 2008-06-01 | 29.7961766598817 |
| 2008-07-01 | 29.7537108695668 |
| 2008-08-01 | 29.3700346232658 |
| 2008-09-01 | 29.0365589815567 |
| 2008-10-01 | 28.6533030260149 |
| 2008-11-01 | 28.4182541747638 |
| 2008-12-01 | 27.9413621282251 |
| 2009-01-01 | 27.1005796491878 |
| 2009-02-01 | 26.9053114400594 |
| 2009-03-01 | 26.5808631618647 |
| 2009-04-01 | 26.1393196935996 |
| 2009-05-01 | 25.7878447893570 |
| 2009-06-01 | 25.6649906882229 |
| 2009-07-01 | 24.8288362964168 |
| 2009-08-01 | 24.5911406100223 |
| 2009-09-01 | 24.1707761821769 |
| 2009-10-01 | 24.2077388664710 |
| 2009-11-01 | 23.9994129421652 |
| 2009-12-01 | 23.9899617504565 |
| 2010-01-01 | 24.0079586913449 |
| 2010-02-01 | 24.0466305379558 |
| 2010-03-01 | 23.8480324672549 |
| 2010-04-01 | 23.4996568885757 |
| 2010-05-01 | 23.2463640410466 |
| 2010-06-01 | 23.0081713525446 |
| 2010-07-01 | 22.7030541500908 |
| 2010-08-01 | 22.3092070886601 |
| 2010-09-01 | 22.0276190707809 |
| 2010-10-01 | 21.8523983605657 |
| 2010-11-01 | 21.6586346334449 |
| 2010-12-01 | 21.4370478608133 |
| 2011-01-01 | 21.3336434656019 |
| 2011-02-01 | 20.9829537844092 |
| 2011-03-01 | 20.5456214085338 |
| 2011-04-01 | 20.9597440958868 |
| 2011-05-01 | 20.9057400491167 |
| 2011-06-01 | 20.9442899976205 |
| 2011-07-01 | 21.0651724639211 |
| 2011-08-01 | 21.2409833519615 |
| 2011-09-01 | 21.2869138934934 |
| 2011-10-01 | 21.1908488294177 |
| 2011-11-01 | 20.9028306582387 |
| 2011-12-01 | 20.7877851222474 |
| 2012-01-01 | 20.5449399156260 |
| 2012-02-01 | 20.5272349870834 |
| 2012-03-01 | 20.3312479410001 |
| 2012-04-01 | 21.7255532318856 |
| 2012-05-01 | 21.7724658901526 |
| 2012-06-01 | 21.5914143261324 |
| 2012-07-01 | 21.5379733777354 |
| 2012-08-01 | 21.2680338564276 |
| 2012-09-01 | 21.1577064179867 |
| 2012-10-01 | 20.9258947424748 |
| 2012-11-01 | 20.8214880160017 |
| 2012-12-01 | 21.0465248614877 |
| 2013-01-01 | 22.2572928940370 |
| 2013-02-01 | 22.2623954105991 |
| 2013-03-01 | 22.6399704751188 |
| 2013-04-01 | 22.5991796878138 |
| 2013-05-01 | 22.4269112886863 |
| 2013-06-01 | 22.5602528410319 |
| 2013-07-01 | 22.3199729161169 |
| 2013-08-01 | 22.2124468294463 |
| 2013-09-01 | 21.9333621514967 |
| 2013-10-01 | 21.7655717877638 |
| 2013-11-01 | 21.8179197462163 |
| 2013-12-01 | 21.8010173580652 |
| 2014-01-01 | 21.0376237496041 |
| 2014-02-01 | 21.0703560928604 |
| 2014-03-01 | 20.7918642660674 |
| 2014-04-01 | 20.8509636163947 |
| 2014-05-01 | 20.7517910838612 |
| 2014-06-01 | 20.7035427712070 |
| 2014-07-01 | 20.6333811896914 |
| 2014-08-01 | 20.5926197464690 |
| 2014-09-01 | 20.6304399193450 |
| 2014-10-01 | 20.5408600722955 |
| 2014-11-01 | 20.1514860759149 |
| 2014-12-01 | 20.0934781026136 |
| 2015-01-01 | 20.1257555230679 |
| 2015-02-01 | 19.9535722667552 |
| 2015-03-01 | 19.7247652816338 |
| 2015-04-01 | 19.4783763703721 |
| 2015-05-01 | 19.3505682857087 |
| 2015-06-01 | 19.4257863203671 |
| 2015-07-01 | 19.6497792806568 |
| 2015-08-01 | 19.7113161979951 |
| 2015-09-01 | 19.4397316159198 |
| 2015-10-01 | 19.9180420895580 |
| 2015-11-01 | 19.7107099482755 |
| 2015-12-01 | 19.4881297397495 |
| 2016-01-01 | 19.5087177135245 |
| 2016-02-01 | 19.1299490599745 |
| 2016-03-01 | 18.8254906545910 |
| 2016-04-01 | 18.3812030486906 |
| 2016-05-01 | 18.4359481291179 |
| 2016-06-01 | 18.1399591532881 |
| 2016-07-01 | 19.0601449473389 |
| 2016-08-01 | 18.9298488303801 |
| 2016-09-01 | 18.8671432810083 |
| 2016-10-01 | 18.4301563807547 |
| 2016-11-01 | 18.3239323901206 |
| 2016-12-01 | 18.3947160838497 |
| 2017-01-01 | 17.5941987504363 |
| 2017-02-01 | 17.5876289167450 |
| 2017-03-01 | 17.6219151286998 |
| 2017-04-01 | 17.4678018990392 |
| 2017-05-01 | 17.5025901323058 |
| 2017-06-01 | 17.4397575622315 |
| 2017-07-01 | 17.3677521630034 |
| 2017-08-01 | 17.3495455661389 |
| 2017-09-01 | 17.4895073868846 |
| 2017-10-01 | 17.5519153578178 |
| 2017-11-01 | 17.5612200125180 |
| 2017-12-01 | 17.7018533645855 |
| 2018-01-01 | 17.5017924633797 |
| 2018-02-01 | 17.5550368292342 |
| 2018-03-01 | 17.6105732340046 |
| 2018-04-01 | 17.6476835288919 |
| 2018-05-01 | 17.5735037460154 |
| 2018-06-01 | 17.6489167281741 |
| 2018-07-01 | 17.4643952674733 |
| 2018-08-01 | 17.1553593646421 |
| 2018-09-01 | 17.1232093337167 |
| 2018-10-01 | 17.2724452172482 |
| 2018-11-01 | 17.2033693499925 |
| 2018-12-01 | 17.1058171753465 |
| 2019-01-01 | 17.3153221615887 |
| 2019-02-01 | 17.3170461831758 |
| 2019-03-01 | 17.2982688415780 |
| 2019-04-01 | 17.2170303625442 |
| 2019-05-01 | 17.0544159612385 |
| 2019-06-01 | 16.8301633258325 |
| 2019-07-01 | 16.8573550302917 |
| 2019-08-01 | 16.8618731723212 |
| 2019-09-01 | 16.7480066693517 |
| 2019-10-01 | 16.4883218712864 |
| 2019-11-01 | 16.4647555050666 |
| 2019-12-01 | 16.5364776555424 |
| 2020-01-01 | 16.7056842175569 |
| 2020-02-01 | 16.4791712132044 |
| 2020-03-01 | 16.2656209238925 |
| 2020-04-01 | 14.3775344878920 |
| 2020-05-01 | 14.6451899685382 |
| 2020-06-01 | 15.0107596582144 |
| 2020-07-01 | 14.8544737844800 |
| 2020-08-01 | 15.0688297735466 |
| 2020-09-01 | 15.0452793120802 |
| 2020-10-01 | 15.2051253909777 |
| 2020-11-01 | 15.3269095421684 |
| 2020-12-01 | 15.3727315086445 |
| 2021-01-01 | 15.2735397904465 |
| 2021-02-01 | 15.3543480400402 |
| 2021-03-01 | 15.4486261662579 |
| 2021-04-01 | 15.6689591950000 |
| 2021-05-01 | 15.5637719180363 |
| 2021-06-01 | 15.4114562626966 |
| 2021-07-01 | 15.5509863730107 |
| 2021-08-01 | 15.5716010561046 |
| 2021-09-01 | 15.4439528742383 |
| 2021-10-01 | 15.7897208692891 |
| 2021-11-01 | 15.8577290358414 |
| 2021-12-01 | 15.8914433811937 |
| 2022-01-01 | 15.8550720390372 |
| 2022-02-01 | 15.9446898224433 |
| 2022-03-01 | 16.0387462883247 |
| 2022-04-01 | 16.0535736108238 |
| 2022-05-01 | 16.0785288533227 |
| 2022-06-01 | 16.4257690527431 |
| 2022-07-01 | 16.1519303071139 |
| 2022-08-01 | 16.0795782259088 |
| 2022-09-01 | 16.0313537397112 |
| 2022-10-01 | 15.6832931569676 |
| 2022-11-01 | 15.7876872240508 |
| 2022-12-01 | 15.7079862730063 |
| 2023-01-01 | 15.9384050643902 |
| 2023-02-01 | 15.9526676017674 |
| 2023-03-01 | 15.9297169519058 |
| 2023-04-01 | 15.7407403352742 |
| 2023-05-01 | 15.5904402067344 |
| 2023-06-01 | 15.4979146990739 |
| 2023-07-01 | 15.3554733516544 |
| 2023-08-01 | 15.1872334964841 |
| 2023-09-01 | 15.2077882928196 |
| 2023-10-01 | 15.1860671031456 |
| 2023-11-01 | 15.0075630866670 |
| 2023-12-01 | 15.0373476161358 |
| 2024-01-01 | 14.9242527485540 |
| 2024-02-01 | 14.6694782542517 |
| 2024-03-01 | 14.4099349170670 |
| 2024-04-01 | 14.3282613187368 |
| 2024-05-01 | 14.0841175062348 |
| 2024-06-01 | 14.0740673541861 |
| 2024-07-01 | 13.9625122653711 |
| 2024-08-01 | 13.8899056819749 |
| 2024-09-01 | 13.7816516702279 |
| 2024-10-01 | 13.7113754752763 |
| 2024-11-01 | 13.7222724677125 |
| 2024-12-01 | 13.3585634023496 |
| 2025-01-01 | 13.2141231696699 |
| 2025-02-01 | 13.1849493770789 |
| 2025-03-01 | 13.2067342913254 |
| 2025-04-01 | 13.2242982235373 |
| 2025-05-01 | 13.2801973811763 |
| 2025-06-01 | 13.1543165043922 |
| 2025-07-01 | 13.1672114307099 |
| 2025-08-01 | 13.1836966230217 |
| 2025-09-01 | 13.2703620012541 |
| 2025-10-01 | 13.0255207194436 |
| 2025-11-01 | 13.1219302585858 |
| 2025-12-01 | 13.1597440701117 |
| 2026-01-01 | 13.2192586323948 |
| 2026-02-01 | 13.1973256031508 |
| 2026-03-01 | 13.2110903872479 |