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 2026-04-01 |
| Last Updated | 2026-05-26 2:32 PM 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 | 25.2122205598068 |
| 1990-02-01 | 24.9215385747959 |
| 1990-03-01 | 24.7122324565993 |
| 1990-04-01 | 23.5530644913640 |
| 1990-05-01 | 23.2696139528079 |
| 1990-06-01 | 23.2198264826164 |
| 1990-07-01 | 23.6018572703408 |
| 1990-08-01 | 23.6529133910877 |
| 1990-09-01 | 23.3926233520244 |
| 1990-10-01 | 23.7392151669274 |
| 1990-11-01 | 23.5577484996067 |
| 1990-12-01 | 23.3142773594690 |
| 1991-01-01 | 24.0073044942084 |
| 1991-02-01 | 24.2626246552299 |
| 1991-03-01 | 24.0552434754604 |
| 1991-04-01 | 24.0381045776344 |
| 1991-05-01 | 23.6597728788673 |
| 1991-06-01 | 23.9195606064095 |
| 1991-07-01 | 23.1922981954904 |
| 1991-08-01 | 23.2205998443137 |
| 1991-09-01 | 23.1734751724662 |
| 1991-10-01 | 22.9586597214358 |
| 1991-11-01 | 22.7320039170134 |
| 1991-12-01 | 22.5209167316630 |
| 1992-01-01 | 21.5115806479281 |
| 1992-02-01 | 21.8359243898261 |
| 1992-03-01 | 21.8316287417999 |
| 1992-04-01 | 21.4306075126892 |
| 1992-05-01 | 21.3665284203989 |
| 1992-06-01 | 21.1127833106488 |
| 1992-07-01 | 21.0645710741900 |
| 1992-08-01 | 20.7402359051402 |
| 1992-09-01 | 20.6825465829754 |
| 1992-10-01 | 20.6126510163145 |
| 1992-11-01 | 20.3972903381289 |
| 1992-12-01 | 20.3531273345164 |
| 1993-01-01 | 20.4225020078393 |
| 1993-02-01 | 20.2935648322557 |
| 1993-03-01 | 20.3850649281105 |
| 1993-04-01 | 20.5283050036545 |
| 1993-05-01 | 20.7666761615460 |
| 1993-06-01 | 20.6967329312335 |
| 1993-07-01 | 20.4438117827949 |
| 1993-08-01 | 20.6039168562668 |
| 1993-09-01 | 20.6361003368084 |
| 1993-10-01 | 20.5632081929775 |
| 1993-11-01 | 20.7812291861433 |
| 1993-12-01 | 20.7720630045572 |
| 1994-01-01 | 19.4184017062143 |
| 1994-02-01 | 19.3230073958263 |
| 1994-03-01 | 19.3242039720741 |
| 1994-04-01 | 19.7277720906141 |
| 1994-05-01 | 19.6648544770829 |
| 1994-06-01 | 19.4866630606787 |
| 1994-07-01 | 19.9328763812984 |
| 1994-08-01 | 19.9605977211340 |
| 1994-09-01 | 19.8820073632361 |
| 1994-10-01 | 20.1209359650878 |
| 1994-11-01 | 20.1841562561124 |
| 1994-12-01 | 20.0924779504811 |
| 1995-01-01 | 19.4093996872880 |
| 1995-02-01 | 19.8267798307805 |
| 1995-03-01 | 19.5405157320348 |
| 1995-04-01 | 18.6326272032545 |
| 1995-05-01 | 18.8630035964376 |
| 1995-06-01 | 19.0889209707158 |
| 1995-07-01 | 18.8900309870413 |
| 1995-08-01 | 18.8319898829206 |
| 1995-09-01 | 18.7525071609011 |
| 1995-10-01 | 18.0444274454130 |
| 1995-11-01 | 17.8138894346176 |
| 1995-12-01 | 17.4324443970484 |
| 1996-01-01 | 17.2017684682260 |
| 1996-02-01 | 17.2132457595764 |
| 1996-03-01 | 17.0730034573244 |
| 1996-04-01 | 16.8508428714167 |
| 1996-05-01 | 16.7783638108674 |
| 1996-06-01 | 16.7983887334028 |
| 1996-07-01 | 16.1435682950080 |
| 1996-08-01 | 15.9907393445686 |
| 1996-09-01 | 15.9952372598737 |
| 1996-10-01 | 15.7411215243094 |
| 1996-11-01 | 15.7386905207880 |
| 1996-12-01 | 15.4553184754304 |
| 1997-01-01 | 15.9089037537698 |
| 1997-02-01 | 15.7976095538773 |
| 1997-03-01 | 15.9035438047790 |
| 1997-04-01 | 15.9721593359600 |
| 1997-05-01 | 15.7821027788204 |
| 1997-06-01 | 15.5111869764120 |
| 1997-07-01 | 15.6168841888513 |
| 1997-08-01 | 15.5849242521942 |
| 1997-09-01 | 15.4664744033349 |
| 1997-10-01 | 15.6225764438149 |
| 1997-11-01 | 15.5538271331269 |
| 1997-12-01 | 15.7562726894258 |
| 1998-01-01 | 15.5082622490720 |
| 1998-02-01 | 15.2898052902021 |
| 1998-03-01 | 15.2436251561736 |
| 1998-04-01 | 15.1900795256900 |
| 1998-05-01 | 15.4854740453906 |
| 1998-06-01 | 15.2438661829919 |
| 1998-07-01 | 15.1938918623519 |
| 1998-08-01 | 14.9630959638519 |
| 1998-09-01 | 14.9398193738688 |
| 1998-10-01 | 14.9860875965930 |
| 1998-11-01 | 14.9333254373565 |
| 1998-12-01 | 14.7520250386061 |
| 1999-01-01 | 15.2294358255419 |
| 1999-02-01 | 15.2995612347383 |
| 1999-03-01 | 15.7040502410210 |
| 1999-04-01 | 15.0983621469948 |
| 1999-05-01 | 15.0899281696381 |
| 1999-06-01 | 15.1928185971147 |
| 1999-07-01 | 14.9580347761289 |
| 1999-08-01 | 14.9468288812661 |
| 1999-09-01 | 14.9220248276150 |
| 1999-10-01 | 14.6474079171628 |
| 1999-11-01 | 14.3926471929105 |
| 1999-12-01 | 14.1426480475672 |
| 2000-01-01 | 13.9537964878627 |
| 2000-02-01 | 14.0270772268048 |
| 2000-03-01 | 13.8608026711998 |
| 2000-04-01 | 13.9052004321552 |
| 2000-05-01 | 13.9027287205543 |
| 2000-06-01 | 13.9423196028897 |
| 2000-07-01 | 13.9248136228098 |
| 2000-08-01 | 14.0155192236473 |
| 2000-09-01 | 13.8917586998133 |
| 2000-10-01 | 13.8124910668284 |
| 2000-11-01 | 13.8486056036064 |
| 2000-12-01 | 13.8313114132358 |
| 2001-01-01 | 14.6872809002771 |
| 2001-02-01 | 14.6549552671062 |
| 2001-03-01 | 14.7170445674149 |
| 2001-04-01 | 14.7050090933607 |
| 2001-05-01 | 14.4074942210941 |
| 2001-06-01 | 14.5737746006024 |
| 2001-07-01 | 15.0988415169073 |
| 2001-08-01 | 14.8008017378285 |
| 2001-09-01 | 14.8891319748178 |
| 2001-10-01 | 15.5725059738418 |
| 2001-11-01 | 15.3097184933278 |
| 2001-12-01 | 15.3159372137902 |
| 2002-01-01 | 15.3047835913714 |
| 2002-02-01 | 15.1930248878379 |
| 2002-03-01 | 15.5544482079888 |
| 2002-04-01 | 15.7894632717857 |
| 2002-05-01 | 16.0024157096124 |
| 2002-06-01 | 16.0941683500988 |
| 2002-07-01 | 16.4757139920453 |
| 2002-08-01 | 16.5942136578429 |
| 2002-09-01 | 17.0174794873746 |
| 2002-10-01 | 17.2375200713158 |
| 2002-11-01 | 17.6789410711879 |
| 2002-12-01 | 18.0919438828600 |
| 2003-01-01 | 18.4378536856373 |
| 2003-02-01 | 18.6377876183783 |
| 2003-03-01 | 18.8903135187963 |
| 2003-04-01 | 19.3557245365255 |
| 2003-05-01 | 19.7868072106731 |
| 2003-06-01 | 20.0815441207921 |
| 2003-07-01 | 20.6419721521238 |
| 2003-08-01 | 21.1202082122356 |
| 2003-09-01 | 21.5777790729991 |
| 2003-10-01 | 22.2039207359242 |
| 2003-11-01 | 22.1660843752522 |
| 2003-12-01 | 22.6922758010726 |
| 2004-01-01 | 22.8592833982408 |
| 2004-02-01 | 23.1750137348349 |
| 2004-03-01 | 23.5895454054404 |
| 2004-04-01 | 23.8125925006626 |
| 2004-05-01 | 24.0527049039043 |
| 2004-06-01 | 24.7142961245776 |
| 2004-07-01 | 24.7373025315953 |
| 2004-08-01 | 25.0543287206740 |
| 2004-09-01 | 25.0178406538245 |
| 2004-10-01 | 25.6254571111819 |
| 2004-11-01 | 25.7982077266723 |
| 2004-12-01 | 25.8454316805871 |
| 2005-01-01 | 26.4932067785422 |
| 2005-02-01 | 26.7847160400435 |
| 2005-03-01 | 26.9103840389736 |
| 2005-04-01 | 27.3540116669189 |
| 2005-05-01 | 27.6088101532084 |
| 2005-06-01 | 27.9190714105561 |
| 2005-07-01 | 27.9495029347171 |
| 2005-08-01 | 28.1952798662611 |
| 2005-09-01 | 28.2593354550906 |
| 2005-10-01 | 28.5997032360513 |
| 2005-11-01 | 28.8475229753749 |
| 2005-12-01 | 29.0277199723772 |
| 2006-01-01 | 28.8033653776143 |
| 2006-02-01 | 28.8620163051264 |
| 2006-03-01 | 29.3783231312241 |
| 2006-04-01 | 29.7987363584653 |
| 2006-05-01 | 29.8558825035712 |
| 2006-06-01 | 30.0534082569507 |
| 2006-07-01 | 30.2944875429445 |
| 2006-08-01 | 30.2405799121217 |
| 2006-09-01 | 30.5881494475985 |
| 2006-10-01 | 30.4877965170297 |
| 2006-11-01 | 30.2921943912151 |
| 2006-12-01 | 30.5772741925476 |
| 2007-01-01 | 31.0236442898699 |
| 2007-02-01 | 30.9225042617486 |
| 2007-03-01 | 31.0365333862005 |
| 2007-04-01 | 30.6650653763341 |
| 2007-05-01 | 30.7277566071364 |
| 2007-06-01 | 30.7505753107887 |
| 2007-07-01 | 30.3239506941353 |
| 2007-08-01 | 30.4821872030728 |
| 2007-09-01 | 30.5819910947965 |
| 2007-10-01 | 30.2540442115250 |
| 2007-11-01 | 30.2099581529591 |
| 2007-12-01 | 30.1839509987865 |
| 2008-01-01 | 30.4049925349108 |
| 2008-02-01 | 30.5002319664783 |
| 2008-03-01 | 30.4570746184395 |
| 2008-04-01 | 30.3771426123144 |
| 2008-05-01 | 30.1340747350822 |
| 2008-06-01 | 29.7962121162407 |
| 2008-07-01 | 29.7537498681607 |
| 2008-08-01 | 29.3700566361995 |
| 2008-09-01 | 29.0365773334604 |
| 2008-10-01 | 28.6533218164829 |
| 2008-11-01 | 28.4182585761872 |
| 2008-12-01 | 27.9413492247012 |
| 2009-01-01 | 27.1004725120571 |
| 2009-02-01 | 26.9052612706156 |
| 2009-03-01 | 26.5807896522980 |
| 2009-04-01 | 26.1393716723078 |
| 2009-05-01 | 25.7878899396219 |
| 2009-06-01 | 25.6650401502714 |
| 2009-07-01 | 24.8288824655335 |
| 2009-08-01 | 24.5911710664675 |
| 2009-09-01 | 24.1707989511196 |
| 2009-10-01 | 24.2077579896841 |
| 2009-11-01 | 23.9994118484803 |
| 2009-12-01 | 23.9899470135127 |
| 2010-01-01 | 24.0078321009367 |
| 2010-02-01 | 24.0465549677757 |
| 2010-03-01 | 23.8479095444518 |
| 2010-04-01 | 23.4997438742692 |
| 2010-05-01 | 23.2464336851421 |
| 2010-06-01 | 23.0082358391431 |
| 2010-07-01 | 22.7031102410981 |
| 2010-08-01 | 22.3092452525146 |
| 2010-09-01 | 22.0276451961579 |
| 2010-10-01 | 21.8524169131474 |
| 2010-11-01 | 21.6586293506743 |
| 2010-12-01 | 21.4370351166705 |
| 2011-01-01 | 21.3335015322197 |
| 2011-02-01 | 20.9828614765009 |
| 2011-03-01 | 20.5454748766407 |
| 2011-04-01 | 20.9598561512498 |
| 2011-05-01 | 20.9058264010698 |
| 2011-06-01 | 20.9443623658589 |
| 2011-07-01 | 21.0652322747734 |
| 2011-08-01 | 21.2410262278262 |
| 2011-09-01 | 21.2869406040898 |
| 2011-10-01 | 21.1908646729348 |
| 2011-11-01 | 20.9028221645008 |
| 2011-12-01 | 20.7877759559440 |
| 2012-01-01 | 20.5447819104934 |
| 2012-02-01 | 20.5271373978499 |
| 2012-03-01 | 20.3310957417650 |
| 2012-04-01 | 21.7256694727496 |
| 2012-05-01 | 21.7725728811091 |
| 2012-06-01 | 21.5914923638301 |
| 2012-07-01 | 21.5380356627102 |
| 2012-08-01 | 21.2680776194205 |
| 2012-09-01 | 21.1577333116464 |
| 2012-10-01 | 20.9259091998569 |
| 2012-11-01 | 20.8214777452034 |
| 2012-12-01 | 21.0465164472482 |
| 2013-01-01 | 22.2571204842447 |
| 2013-02-01 | 22.2622919836735 |
| 2013-03-01 | 22.6398089398073 |
| 2013-04-01 | 22.5992953177840 |
| 2013-05-01 | 22.4270279930931 |
| 2013-06-01 | 22.5603238112203 |
| 2013-07-01 | 22.3200297952050 |
| 2013-08-01 | 22.2124887389705 |
| 2013-09-01 | 21.9333846833775 |
| 2013-10-01 | 21.7655834389790 |
| 2013-11-01 | 21.8179138776857 |
| 2013-12-01 | 21.8010197648498 |
| 2014-01-01 | 21.0374474845479 |
| 2014-02-01 | 21.0702903790861 |
| 2014-03-01 | 20.7917649587658 |
| 2014-04-01 | 20.8510318175525 |
| 2014-05-01 | 20.7518839485691 |
| 2014-06-01 | 20.7035898249646 |
| 2014-07-01 | 20.6334225923682 |
| 2014-08-01 | 20.5926522682702 |
| 2014-09-01 | 20.6304599796375 |
| 2014-10-01 | 20.5408748179592 |
| 2014-11-01 | 20.1514904237682 |
| 2014-12-01 | 20.0934876413227 |
| 2015-01-01 | 20.1255869481396 |
| 2015-02-01 | 19.9535390364179 |
| 2015-03-01 | 19.7247158369427 |
| 2015-04-01 | 19.4783988665056 |
| 2015-05-01 | 19.3506238940810 |
| 2015-06-01 | 19.4258082356774 |
| 2015-07-01 | 19.6498052663061 |
| 2015-08-01 | 19.7113627015058 |
| 2015-09-01 | 19.4397562768118 |
| 2015-10-01 | 19.9180691592345 |
| 2015-11-01 | 19.7107289263339 |
| 2015-12-01 | 19.4881473884666 |
| 2016-01-01 | 19.5085688979327 |
| 2016-02-01 | 19.1299274185687 |
| 2016-03-01 | 18.8254576904554 |
| 2016-04-01 | 18.3811743167336 |
| 2016-05-01 | 18.4359706386454 |
| 2016-06-01 | 18.1398913970673 |
| 2016-07-01 | 19.0601918447198 |
| 2016-08-01 | 18.9299537494900 |
| 2016-09-01 | 18.8672165607983 |
| 2016-10-01 | 18.4302295741310 |
| 2016-11-01 | 18.3239797090158 |
| 2016-12-01 | 18.3947328094999 |
| 2017-01-01 | 17.5940547211238 |
| 2017-02-01 | 17.5875869937300 |
| 2017-03-01 | 17.6218327845877 |
| 2017-04-01 | 17.4676182407721 |
| 2017-05-01 | 17.5026964468125 |
| 2017-06-01 | 17.4395517997033 |
| 2017-07-01 | 17.3678798230559 |
| 2017-08-01 | 17.3497569212418 |
| 2017-09-01 | 17.4896643938912 |
| 2017-10-01 | 17.5520419519311 |
| 2017-11-01 | 17.5612821065275 |
| 2017-12-01 | 17.7018456934492 |
| 2018-01-01 | 17.5015975070194 |
| 2018-02-01 | 17.5549588735987 |
| 2018-03-01 | 17.6104091133201 |
| 2018-04-01 | 17.6472988786289 |
| 2018-05-01 | 17.5737140292260 |
| 2018-06-01 | 17.6486218770884 |
| 2018-07-01 | 17.4645552491727 |
| 2018-08-01 | 17.1555027064911 |
| 2018-09-01 | 17.1240413925730 |
| 2018-10-01 | 17.2724144049808 |
| 2018-11-01 | 17.2033243317339 |
| 2018-12-01 | 17.1057495601017 |
| 2019-01-01 | 17.3150766216184 |
| 2019-02-01 | 17.3169054629734 |
| 2019-03-01 | 17.2980046724834 |
| 2019-04-01 | 17.2164546140429 |
| 2019-05-01 | 17.0546908694181 |
| 2019-06-01 | 16.8299934115020 |
| 2019-07-01 | 16.8575136005086 |
| 2019-08-01 | 16.8620269210648 |
| 2019-09-01 | 16.7496761448651 |
| 2019-10-01 | 16.4877023544734 |
| 2019-11-01 | 16.4647135399873 |
| 2019-12-01 | 16.5363292060086 |
| 2020-01-01 | 16.7053062642177 |
| 2020-02-01 | 16.4788692942525 |
| 2020-03-01 | 16.2652880988437 |
| 2020-04-01 | 14.3770557129911 |
| 2020-05-01 | 14.6455162035976 |
| 2020-06-01 | 15.0109504998257 |
| 2020-07-01 | 14.8547389691922 |
| 2020-08-01 | 15.0689738139833 |
| 2020-09-01 | 15.0474527450328 |
| 2020-10-01 | 15.2038566960747 |
| 2020-11-01 | 15.3267066308645 |
| 2020-12-01 | 15.3723518271757 |
| 2021-01-01 | 15.2729143076953 |
| 2021-02-01 | 15.3537915256447 |
| 2021-03-01 | 15.4482393643524 |
| 2021-04-01 | 15.6686611555398 |
| 2021-05-01 | 15.5644968059906 |
| 2021-06-01 | 15.4123497025952 |
| 2021-07-01 | 15.5517361424051 |
| 2021-08-01 | 15.5720007317126 |
| 2021-09-01 | 15.4460924654103 |
| 2021-10-01 | 15.7875033085327 |
| 2021-11-01 | 15.8576927454398 |
| 2021-12-01 | 15.8910379540816 |
| 2022-01-01 | 15.8522773635390 |
| 2022-02-01 | 15.9441627074336 |
| 2022-03-01 | 16.0384025016170 |
| 2022-04-01 | 16.0538727499249 |
| 2022-05-01 | 16.0800687870132 |
| 2022-06-01 | 16.4276785388791 |
| 2022-07-01 | 16.1535847845369 |
| 2022-08-01 | 16.0813914773392 |
| 2022-09-01 | 16.0342980991577 |
| 2022-10-01 | 15.6759049312505 |
| 2022-11-01 | 15.7895710282264 |
| 2022-12-01 | 15.7082157951333 |
| 2023-01-01 | 15.9331503760559 |
| 2023-02-01 | 15.9513982608069 |
| 2023-03-01 | 15.9282554610337 |
| 2023-04-01 | 15.7428109197429 |
| 2023-05-01 | 15.5931292067371 |
| 2023-06-01 | 15.5006253745850 |
| 2023-07-01 | 15.3579002926400 |
| 2023-08-01 | 15.1905331162122 |
| 2023-09-01 | 15.2110025299072 |
| 2023-10-01 | 15.1744078143556 |
| 2023-11-01 | 15.0114979717761 |
| 2023-12-01 | 15.0382804854369 |
| 2024-01-01 | 14.9167781892400 |
| 2024-02-01 | 14.6668416519960 |
| 2024-03-01 | 14.4067059778710 |
| 2024-04-01 | 14.3329347423315 |
| 2024-05-01 | 14.0877215869949 |
| 2024-06-01 | 14.0771247109475 |
| 2024-07-01 | 13.9654784695254 |
| 2024-08-01 | 13.8945438258649 |
| 2024-09-01 | 13.7851354603058 |
| 2024-10-01 | 13.6963244857940 |
| 2024-11-01 | 13.7279860590334 |
| 2024-12-01 | 13.3600112952179 |
| 2025-01-01 | 13.2062925998188 |
| 2025-02-01 | 13.1807727136269 |
| 2025-03-01 | 13.2015477262467 |
| 2025-04-01 | 13.2312084929739 |
| 2025-05-01 | 13.2846345129724 |
| 2025-06-01 | 13.1575474601623 |
| 2025-07-01 | 13.1705153984188 |
| 2025-08-01 | 13.1889202149472 |
| 2025-09-01 | 13.2736770378404 |
| 2025-10-01 | 13.0098136604682 |
| 2025-11-01 | 13.1282515833917 |
| 2025-12-01 | 13.1613595913542 |
| 2026-01-01 | 13.2099180351804 |
| 2026-02-01 | 13.1916859948599 |
| 2026-03-01 | 13.2041172396559 |
| 2026-04-01 | 13.1308991254858 |