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 2026-09-01 |
| Last Updated | 2026-10-20 9:53 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 | 25.2122377924 |
| 1990-02-01 | 24.9215416744 |
| 1990-03-01 | 24.7122412638 |
| 1990-04-01 | 23.5530787571 |
| 1990-05-01 | 23.2696166746 |
| 1990-06-01 | 23.2198342263 |
| 1990-07-01 | 23.6018670093 |
| 1990-08-01 | 23.6529111298 |
| 1990-09-01 | 23.3926132830 |
| 1990-10-01 | 23.7392052522 |
| 1990-11-01 | 23.5577369574 |
| 1990-12-01 | 23.3142446806 |
| 1991-01-01 | 24.0073245475 |
| 1991-02-01 | 24.2626301509 |
| 1991-03-01 | 24.0552538061 |
| 1991-04-01 | 24.0381173882 |
| 1991-05-01 | 23.6597749662 |
| 1991-06-01 | 23.9195727602 |
| 1991-07-01 | 23.1923054300 |
| 1991-08-01 | 23.2205963607 |
| 1991-09-01 | 23.1734645853 |
| 1991-10-01 | 22.9586484287 |
| 1991-11-01 | 22.7319892293 |
| 1991-12-01 | 22.5208817392 |
| 1992-01-01 | 21.5116042479 |
| 1992-02-01 | 21.8359317179 |
| 1992-03-01 | 21.8316401319 |
| 1992-04-01 | 21.4306168538 |
| 1992-05-01 | 21.3665316153 |
| 1992-06-01 | 21.1127979842 |
| 1992-07-01 | 21.0645760752 |
| 1992-08-01 | 20.7402333600 |
| 1992-09-01 | 20.6825361241 |
| 1992-10-01 | 20.6126386965 |
| 1992-11-01 | 20.3972710754 |
| 1992-12-01 | 20.3530926957 |
| 1993-01-01 | 20.4225275279 |
| 1993-02-01 | 20.2935731581 |
| 1993-03-01 | 20.3850781364 |
| 1993-04-01 | 20.5283133623 |
| 1993-05-01 | 20.7666807088 |
| 1993-06-01 | 20.6967505539 |
| 1993-07-01 | 20.4438167650 |
| 1993-08-01 | 20.6039173340 |
| 1993-09-01 | 20.6360914227 |
| 1993-10-01 | 20.5631980671 |
| 1993-11-01 | 20.7812108052 |
| 1993-12-01 | 20.7720012917 |
| 1994-01-01 | 19.4184285343 |
| 1994-02-01 | 19.3230179572 |
| 1994-03-01 | 19.3242184401 |
| 1994-04-01 | 19.7277835058 |
| 1994-05-01 | 19.6648615385 |
| 1994-06-01 | 19.4866806489 |
| 1994-07-01 | 19.9328848439 |
| 1994-08-01 | 19.9606032621 |
| 1994-09-01 | 19.8820027984 |
| 1994-10-01 | 20.1209337344 |
| 1994-11-01 | 20.1841478218 |
| 1994-12-01 | 20.0923622864 |
| 1995-01-01 | 19.4094322713 |
| 1995-02-01 | 19.8267962244 |
| 1995-03-01 | 19.5405334042 |
| 1995-04-01 | 18.6326434365 |
| 1995-05-01 | 18.8630150318 |
| 1995-06-01 | 19.0889414561 |
| 1995-07-01 | 18.8900435942 |
| 1995-08-01 | 18.8319996648 |
| 1995-09-01 | 18.7525065074 |
| 1995-10-01 | 18.0444307375 |
| 1995-11-01 | 17.8138916762 |
| 1995-12-01 | 17.4322848362 |
| 1996-01-01 | 17.2018028276 |
| 1996-02-01 | 17.2132680595 |
| 1996-03-01 | 17.0730244021 |
| 1996-04-01 | 16.8508671633 |
| 1996-05-01 | 16.7783826919 |
| 1996-06-01 | 16.7984098148 |
| 1996-07-01 | 16.1435835761 |
| 1996-08-01 | 15.9907493309 |
| 1996-09-01 | 15.9952338560 |
| 1996-10-01 | 15.7411191833 |
| 1996-11-01 | 15.7386900141 |
| 1996-12-01 | 15.4551409690 |
| 1997-01-01 | 15.9089370561 |
| 1997-02-01 | 15.7976418076 |
| 1997-03-01 | 15.9035758185 |
| 1997-04-01 | 15.9721953677 |
| 1997-05-01 | 15.7821317316 |
| 1997-06-01 | 15.5112121753 |
| 1997-07-01 | 15.6169026995 |
| 1997-08-01 | 15.5849296756 |
| 1997-09-01 | 15.4664633133 |
| 1997-10-01 | 15.6225591597 |
| 1997-11-01 | 15.5538032893 |
| 1997-12-01 | 15.7560425593 |
| 1998-01-01 | 15.5083306311 |
| 1998-02-01 | 15.2898623221 |
| 1998-03-01 | 15.2436722112 |
| 1998-04-01 | 15.1901276079 |
| 1998-05-01 | 15.4855131135 |
| 1998-06-01 | 15.2438934085 |
| 1998-07-01 | 15.1939083396 |
| 1998-08-01 | 14.9630900956 |
| 1998-09-01 | 14.9397934860 |
| 1998-10-01 | 14.9860523620 |
| 1998-11-01 | 14.9332701971 |
| 1998-12-01 | 14.7517892140 |
| 1999-01-01 | 15.2295392685 |
| 1999-02-01 | 15.2996469498 |
| 1999-03-01 | 15.7041184090 |
| 1999-04-01 | 15.0984204326 |
| 1999-05-01 | 15.0899728669 |
| 1999-06-01 | 15.1928467956 |
| 1999-07-01 | 14.9580447393 |
| 1999-08-01 | 14.9468091057 |
| 1999-09-01 | 14.9219832989 |
| 1999-10-01 | 14.6473554755 |
| 1999-11-01 | 14.3925620066 |
| 1999-12-01 | 14.1424262869 |
| 2000-01-01 | 13.9539230534 |
| 2000-02-01 | 14.0271769427 |
| 2000-03-01 | 13.8608750210 |
| 2000-04-01 | 13.9052586225 |
| 2000-05-01 | 13.9027702281 |
| 2000-06-01 | 13.9423399232 |
| 2000-07-01 | 13.9248138610 |
| 2000-08-01 | 14.0154906531 |
| 2000-09-01 | 13.8917094461 |
| 2000-10-01 | 13.8124304813 |
| 2000-11-01 | 13.8485101192 |
| 2000-12-01 | 13.8311426931 |
| 2001-01-01 | 14.6874093203 |
| 2001-02-01 | 14.6550615290 |
| 2001-03-01 | 14.7171247600 |
| 2001-04-01 | 14.7050681631 |
| 2001-05-01 | 14.4075312724 |
| 2001-06-01 | 14.5737886996 |
| 2001-07-01 | 15.0988355293 |
| 2001-08-01 | 14.8007683314 |
| 2001-09-01 | 14.8890791056 |
| 2001-10-01 | 15.5724399903 |
| 2001-11-01 | 15.3096179407 |
| 2001-12-01 | 15.3157886683 |
| 2002-01-01 | 15.3049123309 |
| 2002-02-01 | 15.1931256296 |
| 2002-03-01 | 15.5545220612 |
| 2002-04-01 | 15.7895153443 |
| 2002-05-01 | 16.0024453500 |
| 2002-06-01 | 16.0941735964 |
| 2002-07-01 | 16.4757026636 |
| 2002-08-01 | 16.5941800756 |
| 2002-09-01 | 17.0174284400 |
| 2002-10-01 | 17.2374637903 |
| 2002-11-01 | 17.6788588061 |
| 2002-12-01 | 18.0918318350 |
| 2003-01-01 | 18.4379588648 |
| 2003-02-01 | 18.6378772268 |
| 2003-03-01 | 18.8903800035 |
| 2003-04-01 | 19.3557714657 |
| 2003-05-01 | 19.7868290688 |
| 2003-06-01 | 20.0815435221 |
| 2003-07-01 | 20.6419588462 |
| 2003-08-01 | 21.1201795490 |
| 2003-09-01 | 21.5777353441 |
| 2003-10-01 | 22.2038757432 |
| 2003-11-01 | 22.1660294914 |
| 2003-12-01 | 22.6921977247 |
| 2004-01-01 | 22.8593485998 |
| 2004-02-01 | 23.1750761958 |
| 2004-03-01 | 23.5895955613 |
| 2004-04-01 | 23.8126303693 |
| 2004-05-01 | 24.0527181633 |
| 2004-06-01 | 24.7142918586 |
| 2004-07-01 | 24.7372918570 |
| 2004-08-01 | 25.0543139426 |
| 2004-09-01 | 25.0178162891 |
| 2004-10-01 | 25.6254311266 |
| 2004-11-01 | 25.7981905482 |
| 2004-12-01 | 25.8454096646 |
| 2005-01-01 | 26.4932014607 |
| 2005-02-01 | 26.7847331141 |
| 2005-03-01 | 26.9104109508 |
| 2005-04-01 | 27.3540412116 |
| 2005-05-01 | 27.6088180004 |
| 2005-06-01 | 27.9190713556 |
| 2005-07-01 | 27.9495030930 |
| 2005-08-01 | 28.1952827894 |
| 2005-09-01 | 28.2593307258 |
| 2005-10-01 | 28.5996978524 |
| 2005-11-01 | 28.8475296818 |
| 2005-12-01 | 29.0277103636 |
| 2006-01-01 | 28.8032975998 |
| 2006-02-01 | 28.8620207296 |
| 2006-03-01 | 29.3783368167 |
| 2006-04-01 | 29.7987576783 |
| 2006-05-01 | 29.8558894581 |
| 2006-06-01 | 30.0534171378 |
| 2006-07-01 | 30.2944977636 |
| 2006-08-01 | 30.2405950619 |
| 2006-09-01 | 30.5881591640 |
| 2006-10-01 | 30.4878091821 |
| 2006-11-01 | 30.2922124556 |
| 2006-12-01 | 30.5772764716 |
| 2007-01-01 | 31.0235037343 |
| 2007-02-01 | 30.9224967507 |
| 2007-03-01 | 31.0365419204 |
| 2007-04-01 | 30.6650858152 |
| 2007-05-01 | 30.7277686322 |
| 2007-06-01 | 30.7505972935 |
| 2007-07-01 | 30.3239718888 |
| 2007-08-01 | 30.4822135327 |
| 2007-09-01 | 30.5820148462 |
| 2007-10-01 | 30.2540748085 |
| 2007-11-01 | 30.2099850152 |
| 2007-12-01 | 30.1839596380 |
| 2008-01-01 | 30.4047866417 |
| 2008-02-01 | 30.5002096336 |
| 2008-03-01 | 30.4570567184 |
| 2008-04-01 | 30.3771626205 |
| 2008-05-01 | 30.1340995333 |
| 2008-06-01 | 29.7962533189 |
| 2008-07-01 | 29.7537855361 |
| 2008-08-01 | 29.3700966551 |
| 2008-09-01 | 29.0366255267 |
| 2008-10-01 | 28.6533750994 |
| 2008-11-01 | 28.4182944894 |
| 2008-12-01 | 27.9413547991 |
| 2009-01-01 | 27.1002640808 |
| 2009-02-01 | 26.9051844163 |
| 2009-03-01 | 26.5806806403 |
| 2009-04-01 | 26.1394283355 |
| 2009-05-01 | 25.7879375220 |
| 2009-06-01 | 25.6650889730 |
| 2009-07-01 | 24.8289242523 |
| 2009-08-01 | 24.5912224799 |
| 2009-09-01 | 24.1708576193 |
| 2009-10-01 | 24.2078306663 |
| 2009-11-01 | 23.9994592052 |
| 2009-12-01 | 23.9900239335 |
| 2010-01-01 | 24.0075569640 |
| 2010-02-01 | 24.0464457719 |
| 2010-03-01 | 23.8477079059 |
| 2010-04-01 | 23.4998155192 |
| 2010-05-01 | 23.2464904518 |
| 2010-06-01 | 23.0082938025 |
| 2010-07-01 | 22.7031612866 |
| 2010-08-01 | 22.3093062849 |
| 2010-09-01 | 22.0277178925 |
| 2010-10-01 | 21.8525097646 |
| 2010-11-01 | 21.6586882896 |
| 2010-12-01 | 21.4371692193 |
| 2011-01-01 | 21.3332665730 |
| 2011-02-01 | 20.9827144850 |
| 2011-03-01 | 20.5452004571 |
| 2011-04-01 | 20.9599092621 |
| 2011-05-01 | 20.9058583558 |
| 2011-06-01 | 20.9444020747 |
| 2011-07-01 | 21.0652833198 |
| 2011-08-01 | 21.2410945309 |
| 2011-09-01 | 21.2870064853 |
| 2011-10-01 | 21.1909574378 |
| 2011-11-01 | 20.9029175977 |
| 2011-12-01 | 20.7880421569 |
| 2012-01-01 | 20.5446468489 |
| 2012-02-01 | 20.5270171827 |
| 2012-03-01 | 20.3307759291 |
| 2012-04-01 | 21.7256561283 |
| 2012-05-01 | 21.7723095219 |
| 2012-06-01 | 21.5915228184 |
| 2012-07-01 | 21.5381064929 |
| 2012-08-01 | 21.2681739082 |
| 2012-09-01 | 21.1577479817 |
| 2012-10-01 | 20.9259511907 |
| 2012-11-01 | 20.8216695338 |
| 2012-12-01 | 21.0469934848 |
| 2013-01-01 | 22.2573059768 |
| 2013-02-01 | 22.2622741684 |
| 2013-03-01 | 22.6394179961 |
| 2013-04-01 | 22.5991189010 |
| 2013-05-01 | 22.4262305791 |
| 2013-06-01 | 22.5600026981 |
| 2013-07-01 | 22.3203743196 |
| 2013-08-01 | 22.2126566411 |
| 2013-09-01 | 21.9333651278 |
| 2013-10-01 | 21.7655178336 |
| 2013-11-01 | 21.8179510391 |
| 2013-12-01 | 21.8013592486 |
| 2014-01-01 | 21.0394896148 |
| 2014-02-01 | 21.0699474191 |
| 2014-03-01 | 20.7911914195 |
| 2014-04-01 | 20.8506132287 |
| 2014-05-01 | 20.7505864690 |
| 2014-06-01 | 20.7028429940 |
| 2014-07-01 | 20.6339444354 |
| 2014-08-01 | 20.5928897605 |
| 2014-09-01 | 20.6303820042 |
| 2014-10-01 | 20.5406656681 |
| 2014-11-01 | 20.1513768895 |
| 2014-12-01 | 20.0936851803 |
| 2015-01-01 | 20.1295359666 |
| 2015-02-01 | 19.9530360082 |
| 2015-03-01 | 19.7240200764 |
| 2015-04-01 | 19.4776997672 |
| 2015-05-01 | 19.3489571653 |
| 2015-06-01 | 19.4244821161 |
| 2015-07-01 | 19.6502718870 |
| 2015-08-01 | 19.7117783496 |
| 2015-09-01 | 19.4395192521 |
| 2015-10-01 | 19.9176886572 |
| 2015-11-01 | 19.7104799097 |
| 2015-12-01 | 19.4883668237 |
| 2016-01-01 | 19.5144733796 |
| 2016-02-01 | 19.1294088505 |
| 2016-03-01 | 18.8246753494 |
| 2016-04-01 | 18.3802241679 |
| 2016-05-01 | 18.4340893776 |
| 2016-06-01 | 18.1375589302 |
| 2016-07-01 | 19.0604938940 |
| 2016-08-01 | 18.9305337833 |
| 2016-09-01 | 18.8669490869 |
| 2016-10-01 | 18.4298274262 |
| 2016-11-01 | 18.3236016940 |
| 2016-12-01 | 18.3947249935 |
| 2017-01-01 | 17.6021274120 |
| 2017-02-01 | 17.5867895527 |
| 2017-03-01 | 17.6206625288 |
| 2017-04-01 | 17.4665641644 |
| 2017-05-01 | 17.5008230643 |
| 2017-06-01 | 17.4353590966 |
| 2017-07-01 | 17.3681797800 |
| 2017-08-01 | 17.3506602230 |
| 2017-09-01 | 17.4895460716 |
| 2017-10-01 | 17.5518324093 |
| 2017-11-01 | 17.5609430366 |
| 2017-12-01 | 17.7015732808 |
| 2018-01-01 | 17.5122101215 |
| 2018-02-01 | 17.5541482180 |
| 2018-03-01 | 17.6094595360 |
| 2018-04-01 | 17.6436768454 |
| 2018-05-01 | 17.5725999290 |
| 2018-06-01 | 17.6427537122 |
| 2018-07-01 | 17.4646258404 |
| 2018-08-01 | 17.1561791127 |
| 2018-09-01 | 17.1259389811 |
| 2018-10-01 | 17.2721382979 |
| 2018-11-01 | 17.2029674579 |
| 2018-12-01 | 17.1054089094 |
| 2019-01-01 | 17.3267248696 |
| 2019-02-01 | 17.3162438543 |
| 2019-03-01 | 17.2973385537 |
| 2019-04-01 | 17.2105146705 |
| 2019-05-01 | 17.0544749503 |
| 2019-06-01 | 16.8227296082 |
| 2019-07-01 | 16.8576141067 |
| 2019-08-01 | 16.8627743335 |
| 2019-09-01 | 16.7537134350 |
| 2019-10-01 | 16.4872187153 |
| 2019-11-01 | 16.4646922547 |
| 2019-12-01 | 16.5363163674 |
| 2020-01-01 | 16.7152693896 |
| 2020-02-01 | 16.4788219563 |
| 2020-03-01 | 16.2653451860 |
| 2020-04-01 | 14.3701455838 |
| 2020-05-01 | 14.6461269667 |
| 2020-06-01 | 15.0040326504 |
| 2020-07-01 | 14.8548937732 |
| 2020-08-01 | 15.0693195076 |
| 2020-09-01 | 15.0528548286 |
| 2020-10-01 | 15.2029226457 |
| 2020-11-01 | 15.3266476049 |
| 2020-12-01 | 15.3724043480 |
| 2021-01-01 | 15.2806775909 |
| 2021-02-01 | 15.3540454794 |
| 2021-03-01 | 15.4486523450 |
| 2021-04-01 | 15.6615036708 |
| 2021-05-01 | 15.5655813988 |
| 2021-06-01 | 15.4054158992 |
| 2021-07-01 | 15.5522363595 |
| 2021-08-01 | 15.5721477018 |
| 2021-09-01 | 15.4512191981 |
| 2021-10-01 | 15.7855265314 |
| 2021-11-01 | 15.8572018075 |
| 2021-12-01 | 15.8909995723 |
| 2022-01-01 | 15.8587620405 |
| 2022-02-01 | 15.9454891155 |
| 2022-03-01 | 16.0402636414 |
| 2022-04-01 | 16.0473585125 |
| 2022-05-01 | 16.0815793586 |
| 2022-06-01 | 16.4223560975 |
| 2022-07-01 | 16.1549146727 |
| 2022-08-01 | 16.0823769566 |
| 2022-09-01 | 16.0336488731 |
| 2022-10-01 | 15.6742025674 |
| 2022-11-01 | 15.7876002544 |
| 2022-12-01 | 15.7074906723 |
| 2023-01-01 | 15.9377282493 |
| 2023-02-01 | 15.9535185680 |
| 2023-03-01 | 15.9326145377 |
| 2023-04-01 | 15.7441475153 |
| 2023-05-01 | 15.5913306789 |
| 2023-06-01 | 15.4932730937 |
| 2023-07-01 | 15.3643882538 |
| 2023-08-01 | 15.1956592577 |
| 2023-09-01 | 15.1996884711 |
| 2023-10-01 | 15.1716683976 |
| 2023-11-01 | 15.0082004949 |
| 2023-12-01 | 15.0370059644 |
| 2024-01-01 | 14.9195745698 |
| 2024-02-01 | 14.6702410502 |
| 2024-03-01 | 14.4138928094 |
| 2024-04-01 | 14.3427231480 |
| 2024-05-01 | 14.0819721902 |
| 2024-06-01 | 14.0658385030 |
| 2024-07-01 | 13.9771945229 |
| 2024-08-01 | 13.9028393534 |
| 2024-09-01 | 13.7639276039 |
| 2024-10-01 | 13.6937173164 |
| 2024-11-01 | 13.7238460023 |
| 2024-12-01 | 13.3582412760 |
| 2025-01-01 | 13.2088880319 |
| 2025-02-01 | 13.1847544815 |
| 2025-03-01 | 13.2111265927 |
| 2025-04-01 | 13.2494705314 |
| 2025-05-01 | 13.2743228652 |
| 2025-06-01 | 13.1405288865 |
| 2025-07-01 | 13.1879334398 |
| 2025-08-01 | 13.1989743028 |
| 2025-09-01 | 13.2447936972 |
| 2025-10-01 | 13.0063237407 |
| 2025-11-01 | 13.1241309538 |
| 2025-12-01 | 13.1599171128 |
| 2026-01-01 | 13.2136596855 |
| 2026-02-01 | 13.1974878988 |
| 2026-03-01 | 13.2167535691 |
| 2026-04-01 | 13.1540848213 |
| 2026-05-01 | 13.2648914837 |
| 2026-06-01 | 13.3391700371 |
| 2026-07-01 | 13.1927625956 |
| 2026-08-01 | 13.1937941887 |
| 2026-09-01 | 13.2365811271 |