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 2026-07-01 |
| Last Updated | 2026-08-21 7:22 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 | 25.2122621971439 |
| 1990-02-01 | 24.9215463494131 |
| 1990-03-01 | 24.7122521723299 |
| 1990-04-01 | 23.5530978868246 |
| 1990-05-01 | 23.2696186451124 |
| 1990-06-01 | 23.2198372738292 |
| 1990-07-01 | 23.6018807979755 |
| 1990-08-01 | 23.6529081640453 |
| 1990-09-01 | 23.3926019582392 |
| 1990-10-01 | 23.7391933753889 |
| 1990-11-01 | 23.5577224610532 |
| 1990-12-01 | 23.3142033305999 |
| 1991-01-01 | 24.0073538753364 |
| 1991-02-01 | 24.2626393924037 |
| 1991-03-01 | 24.0552637014769 |
| 1991-04-01 | 24.0381362826838 |
| 1991-05-01 | 23.6597777518506 |
| 1991-06-01 | 23.9195769913684 |
| 1991-07-01 | 23.1923163511774 |
| 1991-08-01 | 23.2205916872835 |
| 1991-09-01 | 23.1734520306736 |
| 1991-10-01 | 22.9586349537936 |
| 1991-11-01 | 22.7319717959456 |
| 1991-12-01 | 22.5208387623716 |
| 1992-01-01 | 21.5116396260190 |
| 1992-02-01 | 21.8359451609862 |
| 1992-03-01 | 21.8316493471912 |
| 1992-04-01 | 21.4306313079569 |
| 1992-05-01 | 21.3665364337793 |
| 1992-06-01 | 21.1128022973105 |
| 1992-07-01 | 21.0645826071563 |
| 1992-08-01 | 20.7402267897373 |
| 1992-09-01 | 20.6825229305339 |
| 1992-10-01 | 20.6126238734674 |
| 1992-11-01 | 20.3972512558341 |
| 1992-12-01 | 20.3530551902828 |
| 1993-01-01 | 20.4225700534257 |
| 1993-02-01 | 20.2935902580375 |
| 1993-03-01 | 20.3850865076739 |
| 1993-04-01 | 20.5283250810104 |
| 1993-05-01 | 20.7666869621439 |
| 1993-06-01 | 20.6967536587114 |
| 1993-07-01 | 20.4438180649525 |
| 1993-08-01 | 20.6039091508192 |
| 1993-09-01 | 20.6360767951314 |
| 1993-10-01 | 20.5631816830506 |
| 1993-11-01 | 20.7811895688388 |
| 1993-12-01 | 20.7719726836345 |
| 1994-01-01 | 19.4184695354297 |
| 1994-02-01 | 19.3230354151697 |
| 1994-03-01 | 19.3242265046219 |
| 1994-04-01 | 19.7277920219455 |
| 1994-05-01 | 19.6648677789665 |
| 1994-06-01 | 19.4866814688465 |
| 1994-07-01 | 19.9328823670503 |
| 1994-08-01 | 19.9605946372425 |
| 1994-09-01 | 19.8819887341754 |
| 1994-10-01 | 20.1209180846048 |
| 1994-11-01 | 20.1841272777352 |
| 1994-12-01 | 20.0923484576239 |
| 1995-01-01 | 19.4094693498012 |
| 1995-02-01 | 19.8268129893329 |
| 1995-03-01 | 19.5405395878801 |
| 1995-04-01 | 18.6326495046260 |
| 1995-05-01 | 18.8630186245755 |
| 1995-06-01 | 19.0889391090098 |
| 1995-07-01 | 18.8900378874678 |
| 1995-08-01 | 18.8319921340838 |
| 1995-09-01 | 18.7524952578305 |
| 1995-10-01 | 18.0444198122506 |
| 1995-11-01 | 17.8138780802885 |
| 1995-12-01 | 17.4322901615019 |
| 1996-01-01 | 17.2018256993030 |
| 1996-02-01 | 17.2132767433655 |
| 1996-03-01 | 17.0730271004671 |
| 1996-04-01 | 16.8508689428161 |
| 1996-05-01 | 16.7783825257196 |
| 1996-06-01 | 16.7984048244201 |
| 1996-07-01 | 16.1435782588630 |
| 1996-08-01 | 15.9907443548645 |
| 1996-09-01 | 15.9952277255677 |
| 1996-10-01 | 15.7411147983550 |
| 1996-11-01 | 15.7386842334059 |
| 1996-12-01 | 15.4551597558051 |
| 1997-01-01 | 15.9089472893176 |
| 1997-02-01 | 15.7976427783217 |
| 1997-03-01 | 15.9035739172994 |
| 1997-04-01 | 15.9721926148697 |
| 1997-05-01 | 15.7821278949931 |
| 1997-06-01 | 15.5112049574967 |
| 1997-07-01 | 15.6168977096877 |
| 1997-08-01 | 15.5849273127758 |
| 1997-09-01 | 15.4664620460574 |
| 1997-10-01 | 15.6225609271473 |
| 1997-11-01 | 15.5538071809408 |
| 1997-12-01 | 15.7560789937613 |
| 1998-01-01 | 15.5083229621004 |
| 1998-02-01 | 15.2898538439979 |
| 1998-03-01 | 15.2436656238375 |
| 1998-04-01 | 15.1901207709495 |
| 1998-05-01 | 15.4855062023736 |
| 1998-06-01 | 15.2438859571947 |
| 1998-07-01 | 15.1939048488041 |
| 1998-08-01 | 14.9630910953646 |
| 1998-09-01 | 14.9397975631961 |
| 1998-10-01 | 14.9860594861261 |
| 1998-11-01 | 14.9332819838765 |
| 1998-12-01 | 14.7518306159920 |
| 1999-01-01 | 15.2295199493661 |
| 1999-02-01 | 15.2996312788604 |
| 1999-03-01 | 15.7041061008662 |
| 1999-04-01 | 15.0984103378284 |
| 1999-05-01 | 15.0899641217542 |
| 1999-06-01 | 15.1928403035041 |
| 1999-07-01 | 14.9580427112220 |
| 1999-08-01 | 14.9468130988488 |
| 1999-09-01 | 14.9219918065193 |
| 1999-10-01 | 14.6473663576877 |
| 1999-11-01 | 14.3925797437601 |
| 1999-12-01 | 14.1424676647075 |
| 2000-01-01 | 13.9538978532741 |
| 2000-02-01 | 14.0271571886203 |
| 2000-03-01 | 13.8608609136087 |
| 2000-04-01 | 13.9052475955939 |
| 2000-05-01 | 13.9027619897496 |
| 2000-06-01 | 13.9423359461263 |
| 2000-07-01 | 13.9248137494514 |
| 2000-08-01 | 14.0154964653388 |
| 2000-09-01 | 13.8917195266541 |
| 2000-10-01 | 13.8124427859650 |
| 2000-11-01 | 13.8485294052862 |
| 2000-12-01 | 13.8311759016113 |
| 2001-01-01 | 14.6873831042913 |
| 2001-02-01 | 14.6550400112144 |
| 2001-03-01 | 14.7171088398858 |
| 2001-04-01 | 14.7050564807677 |
| 2001-05-01 | 14.4075239515915 |
| 2001-06-01 | 14.5737860023322 |
| 2001-07-01 | 15.0988367334346 |
| 2001-08-01 | 14.8007750832316 |
| 2001-09-01 | 14.8890898481651 |
| 2001-10-01 | 15.5724533432780 |
| 2001-11-01 | 15.3096382470265 |
| 2001-12-01 | 15.3158185916473 |
| 2002-01-01 | 15.3048860332472 |
| 2002-02-01 | 15.1931051197622 |
| 2002-03-01 | 15.5545071852081 |
| 2002-04-01 | 15.7895048756173 |
| 2002-05-01 | 16.0024394633429 |
| 2002-06-01 | 16.0941726438823 |
| 2002-07-01 | 16.4757049688635 |
| 2002-08-01 | 16.5941868675581 |
| 2002-09-01 | 17.0174388135314 |
| 2002-10-01 | 17.2374752242470 |
| 2002-11-01 | 17.6788755092130 |
| 2002-12-01 | 18.0918545868497 |
| 2003-01-01 | 18.4379372906576 |
| 2003-02-01 | 18.6378588944564 |
| 2003-03-01 | 18.8903665279968 |
| 2003-04-01 | 19.3557619894598 |
| 2003-05-01 | 19.7868246852225 |
| 2003-06-01 | 20.0815437147637 |
| 2003-07-01 | 20.6419615814669 |
| 2003-08-01 | 21.1201854135398 |
| 2003-09-01 | 21.5777443391970 |
| 2003-10-01 | 22.2038849934740 |
| 2003-11-01 | 22.1660407151711 |
| 2003-12-01 | 22.6922136278485 |
| 2004-01-01 | 22.8593348351040 |
| 2004-02-01 | 23.1750631840995 |
| 2004-03-01 | 23.5895854164736 |
| 2004-04-01 | 23.8126228153334 |
| 2004-05-01 | 24.0527155286365 |
| 2004-06-01 | 24.7142927920185 |
| 2004-07-01 | 24.7372939962024 |
| 2004-08-01 | 25.0543171366277 |
| 2004-09-01 | 25.0178215940293 |
| 2004-10-01 | 25.6254367500381 |
| 2004-11-01 | 25.7981941916704 |
| 2004-12-01 | 25.8454140796553 |
| 2005-01-01 | 26.4932014148531 |
| 2005-02-01 | 26.7847289483244 |
| 2005-03-01 | 26.9104055792256 |
| 2005-04-01 | 27.3540355964664 |
| 2005-05-01 | 27.6088165623881 |
| 2005-06-01 | 27.9190713654639 |
| 2005-07-01 | 27.9495029570985 |
| 2005-08-01 | 28.1952826872551 |
| 2005-09-01 | 28.2593323493715 |
| 2005-10-01 | 28.5996996718519 |
| 2005-11-01 | 28.8475290333798 |
| 2005-12-01 | 29.0277129744223 |
| 2006-01-01 | 28.8033064278057 |
| 2006-02-01 | 28.8620198075197 |
| 2006-03-01 | 29.3783346632775 |
| 2006-04-01 | 29.7987541651800 |
| 2006-05-01 | 29.8558886695519 |
| 2006-06-01 | 30.0534153646012 |
| 2006-07-01 | 30.2944946497179 |
| 2006-08-01 | 30.2405930923788 |
| 2006-09-01 | 30.5881581282711 |
| 2006-10-01 | 30.4878078030090 |
| 2006-11-01 | 30.2922101708045 |
| 2006-12-01 | 30.5772776781218 |
| 2007-01-01 | 31.0235233196292 |
| 2007-02-01 | 30.9224986116456 |
| 2007-03-01 | 31.0365415796437 |
| 2007-04-01 | 30.6650827700570 |
| 2007-05-01 | 30.7277668235850 |
| 2007-06-01 | 30.7505922774066 |
| 2007-07-01 | 30.3239654051948 |
| 2007-08-01 | 30.4822098384229 |
| 2007-09-01 | 30.5820116305909 |
| 2007-10-01 | 30.2540711214858 |
| 2007-11-01 | 30.2099825686324 |
| 2007-12-01 | 30.1839611081316 |
| 2008-01-01 | 30.4048164035835 |
| 2008-02-01 | 30.5002143694977 |
| 2008-03-01 | 30.4570615787778 |
| 2008-04-01 | 30.3771587571240 |
| 2008-05-01 | 30.1340942556613 |
| 2008-06-01 | 29.7962432117360 |
| 2008-07-01 | 29.7537746581592 |
| 2008-08-01 | 29.3700905013892 |
| 2008-09-01 | 29.0366182501911 |
| 2008-10-01 | 28.6533690088490 |
| 2008-11-01 | 28.4182929524720 |
| 2008-12-01 | 27.9413589390003 |
| 2009-01-01 | 27.1002967593551 |
| 2009-02-01 | 26.9051992288622 |
| 2009-03-01 | 26.5807032622749 |
| 2009-04-01 | 26.1394123619681 |
| 2009-05-01 | 25.7879246174330 |
| 2009-06-01 | 25.6650751600784 |
| 2009-07-01 | 24.8289110970660 |
| 2009-08-01 | 24.5912136633675 |
| 2009-09-01 | 24.1708491072449 |
| 2009-10-01 | 24.2078243964482 |
| 2009-11-01 | 23.9994550170103 |
| 2009-12-01 | 23.9900295818593 |
| 2010-01-01 | 24.0075983569827 |
| 2010-02-01 | 24.0464657307549 |
| 2010-03-01 | 23.8477470093047 |
| 2010-04-01 | 23.4997904001088 |
| 2010-05-01 | 23.2464707556152 |
| 2010-06-01 | 23.0082761482392 |
| 2010-07-01 | 22.7031451184438 |
| 2010-08-01 | 22.3092946023384 |
| 2010-09-01 | 22.0277083748685 |
| 2010-10-01 | 21.8525029600081 |
| 2010-11-01 | 21.6586788536234 |
| 2010-12-01 | 21.4371688257012 |
| 2011-01-01 | 21.3333256373931 |
| 2011-02-01 | 20.9827335790838 |
| 2011-03-01 | 20.5452484537945 |
| 2011-04-01 | 20.9598823305962 |
| 2011-05-01 | 20.9058395452920 |
| 2011-06-01 | 20.9443843316892 |
| 2011-07-01 | 21.0652635752533 |
| 2011-08-01 | 21.2410753241779 |
| 2011-09-01 | 21.2869895179280 |
| 2011-10-01 | 21.1909452540114 |
| 2011-11-01 | 20.9029009607542 |
| 2011-12-01 | 20.7880373830618 |
| 2012-01-01 | 20.5447282538304 |
| 2012-02-01 | 20.5270372132587 |
| 2012-03-01 | 20.3308304938459 |
| 2012-04-01 | 21.7256338633644 |
| 2012-05-01 | 21.7723163520474 |
| 2012-06-01 | 21.5915015747877 |
| 2012-07-01 | 21.5380737548936 |
| 2012-08-01 | 21.2681322599890 |
| 2012-09-01 | 21.1577162029284 |
| 2012-10-01 | 20.9259244111383 |
| 2012-11-01 | 20.8216375742083 |
| 2012-12-01 | 21.0469827142654 |
| 2013-01-01 | 22.2574205093735 |
| 2013-02-01 | 22.2623141822795 |
| 2013-03-01 | 22.6394987071845 |
| 2013-04-01 | 22.5991178822525 |
| 2013-05-01 | 22.4263004005300 |
| 2013-06-01 | 22.5600236645249 |
| 2013-07-01 | 22.3202657332092 |
| 2013-08-01 | 22.2125362628581 |
| 2013-09-01 | 21.9332869688231 |
| 2013-10-01 | 21.7654558521659 |
| 2013-11-01 | 21.8178772603665 |
| 2013-12-01 | 21.8013299205687 |
| 2014-01-01 | 21.0397767111139 |
| 2014-02-01 | 21.0699856886767 |
| 2014-03-01 | 20.7912854964594 |
| 2014-04-01 | 20.8506702952388 |
| 2014-05-01 | 20.7507229178792 |
| 2014-06-01 | 20.7028672200576 |
| 2014-07-01 | 20.6337123436031 |
| 2014-08-01 | 20.5926437938617 |
| 2014-09-01 | 20.6302234508153 |
| 2014-10-01 | 20.5405755372890 |
| 2014-11-01 | 20.1513166007030 |
| 2014-12-01 | 20.0937104215218 |
| 2015-01-01 | 20.1300242923422 |
| 2015-02-01 | 19.9531202515467 |
| 2015-03-01 | 19.7241509454597 |
| 2015-04-01 | 19.4777637229399 |
| 2015-05-01 | 19.3490887987766 |
| 2015-06-01 | 19.4245559069263 |
| 2015-07-01 | 19.6500882281249 |
| 2015-08-01 | 19.7108214088137 |
| 2015-09-01 | 19.4394739519072 |
| 2015-10-01 | 19.9176813548478 |
| 2015-11-01 | 19.7104615421322 |
| 2015-12-01 | 19.4884850888865 |
| 2016-01-01 | 19.5152209396119 |
| 2016-02-01 | 19.1295697902389 |
| 2016-03-01 | 18.8248490819985 |
| 2016-04-01 | 18.3803522661956 |
| 2016-05-01 | 18.4343327779354 |
| 2016-06-01 | 18.1371872839083 |
| 2016-07-01 | 19.0604980369605 |
| 2016-08-01 | 18.9289457675144 |
| 2016-09-01 | 18.8669289498077 |
| 2016-10-01 | 18.4298703518690 |
| 2016-11-01 | 18.3237119700234 |
| 2016-12-01 | 18.3949460148795 |
| 2017-01-01 | 17.6029804984421 |
| 2017-02-01 | 17.5872553146737 |
| 2017-03-01 | 17.6213232713083 |
| 2017-04-01 | 17.4657460718702 |
| 2017-05-01 | 17.5015140193500 |
| 2017-06-01 | 17.4348481990253 |
| 2017-07-01 | 17.3683142020388 |
| 2017-08-01 | 17.3484843678603 |
| 2017-09-01 | 17.4895155252830 |
| 2017-10-01 | 17.5518290650304 |
| 2017-11-01 | 17.5610412653721 |
| 2017-12-01 | 17.7019418313007 |
| 2018-01-01 | 17.5133005110925 |
| 2018-02-01 | 17.5546781392405 |
| 2018-03-01 | 17.6102585303262 |
| 2018-04-01 | 17.6433626736225 |
| 2018-05-01 | 17.5736526429263 |
| 2018-06-01 | 17.6410264550231 |
| 2018-07-01 | 17.4653901710459 |
| 2018-08-01 | 17.1546300280548 |
| 2018-09-01 | 17.1235974050550 |
| 2018-10-01 | 17.2725507928181 |
| 2018-11-01 | 17.2033987404943 |
| 2018-12-01 | 17.1059393479718 |
| 2019-01-01 | 17.3278148578975 |
| 2019-02-01 | 17.3169642838110 |
| 2019-03-01 | 17.2983325072191 |
| 2019-04-01 | 17.2105923245278 |
| 2019-05-01 | 17.0556484376397 |
| 2019-06-01 | 16.8208355023691 |
| 2019-07-01 | 16.8587366814782 |
| 2019-08-01 | 16.8617835801479 |
| 2019-09-01 | 16.7492704136871 |
| 2019-10-01 | 16.4875219014648 |
| 2019-11-01 | 16.4654352483105 |
| 2019-12-01 | 16.5370682023476 |
| 2020-01-01 | 16.7163361790245 |
| 2020-02-01 | 16.4795084574544 |
| 2020-03-01 | 16.2660952162300 |
| 2020-04-01 | 14.3713562882908 |
| 2020-05-01 | 14.6469279710118 |
| 2020-06-01 | 15.0017976989112 |
| 2020-07-01 | 14.8561448757598 |
| 2020-08-01 | 15.0695512973169 |
| 2020-09-01 | 15.0469520223892 |
| 2020-10-01 | 15.2032245434380 |
| 2020-11-01 | 15.3277790380153 |
| 2020-12-01 | 15.3732402088710 |
| 2021-01-01 | 15.2815440316451 |
| 2021-02-01 | 15.3548210188970 |
| 2021-03-01 | 15.4493921160436 |
| 2021-04-01 | 15.6626174394364 |
| 2021-05-01 | 15.5659438400253 |
| 2021-06-01 | 15.4034902752109 |
| 2021-07-01 | 15.5529779997232 |
| 2021-08-01 | 15.5729470324740 |
| 2021-09-01 | 15.4456026015769 |
| 2021-10-01 | 15.7859454698365 |
| 2021-11-01 | 15.8586466304160 |
| 2021-12-01 | 15.8923073284714 |
| 2022-01-01 | 15.8592690448613 |
| 2022-02-01 | 15.9463409670550 |
| 2022-03-01 | 16.0405462793261 |
| 2022-04-01 | 16.0489062511121 |
| 2022-05-01 | 16.0808040546678 |
| 2022-06-01 | 16.4193690974053 |
| 2022-07-01 | 16.1541279315416 |
| 2022-08-01 | 16.0823243119046 |
| 2022-09-01 | 16.0323562273813 |
| 2022-10-01 | 15.6752973802702 |
| 2022-11-01 | 15.7890039149797 |
| 2022-12-01 | 15.7091629866445 |
| 2023-01-01 | 15.9380551142972 |
| 2023-02-01 | 15.9553065490282 |
| 2023-03-01 | 15.9330363099600 |
| 2023-04-01 | 15.7438687384244 |
| 2023-05-01 | 15.5871825204432 |
| 2023-06-01 | 15.4948029028884 |
| 2023-07-01 | 15.3573515988611 |
| 2023-08-01 | 15.1906002032568 |
| 2023-09-01 | 15.2079131015848 |
| 2023-10-01 | 15.1744893978426 |
| 2023-11-01 | 15.0092863629269 |
| 2023-12-01 | 15.0389821569176 |
| 2024-01-01 | 14.9202595669295 |
| 2024-02-01 | 14.6730389040166 |
| 2024-03-01 | 14.4145988687481 |
| 2024-04-01 | 14.3408380467836 |
| 2024-05-01 | 14.0746785365714 |
| 2024-06-01 | 14.0695868915072 |
| 2024-07-01 | 13.9647297912793 |
| 2024-08-01 | 13.8939727642136 |
| 2024-09-01 | 13.7810469776931 |
| 2024-10-01 | 13.6982100940309 |
| 2024-11-01 | 13.7243568787771 |
| 2024-12-01 | 13.3599274438522 |
| 2025-01-01 | 13.2100665464476 |
| 2025-02-01 | 13.1883887737770 |
| 2025-03-01 | 13.2123721818395 |
| 2025-04-01 | 13.2453095530254 |
| 2025-05-01 | 13.2637895175583 |
| 2025-06-01 | 13.1473073173339 |
| 2025-07-01 | 13.1698596279911 |
| 2025-08-01 | 13.1879315618319 |
| 2025-09-01 | 13.2692305791586 |
| 2025-10-01 | 13.0126462895291 |
| 2025-11-01 | 13.1241979100725 |
| 2025-12-01 | 13.1614478122839 |
| 2026-01-01 | 13.2151166567671 |
| 2026-02-01 | 13.2016759270861 |
| 2026-03-01 | 13.2181234918331 |
| 2026-04-01 | 13.1490481533049 |
| 2026-05-01 | 13.2519654383020 |
| 2026-06-01 | 13.3456083129877 |
| 2026-07-01 | 13.1712925291501 |