Table Data - All Employees: Wholesale Trade in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Wholesale Trade in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310804100000001SA |
| 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 10:01 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 | 292.3441434121 |
| 1990-02-01 | 291.7508586376 |
| 1990-03-01 | 290.9278487075 |
| 1990-04-01 | 288.7945123533 |
| 1990-05-01 | 288.2298666810 |
| 1990-06-01 | 287.2592756155 |
| 1990-07-01 | 287.9215965082 |
| 1990-08-01 | 286.6191597616 |
| 1990-09-01 | 287.2144010290 |
| 1990-10-01 | 284.4691556821 |
| 1990-11-01 | 282.7640373334 |
| 1990-12-01 | 282.2976914521 |
| 1991-01-01 | 283.2845532679 |
| 1991-02-01 | 282.4608952083 |
| 1991-03-01 | 281.1102940692 |
| 1991-04-01 | 285.3210206097 |
| 1991-05-01 | 283.6025779331 |
| 1991-06-01 | 282.9519741476 |
| 1991-07-01 | 282.3825375547 |
| 1991-08-01 | 281.5302950499 |
| 1991-09-01 | 280.6950318329 |
| 1991-10-01 | 282.7464372753 |
| 1991-11-01 | 281.9836396241 |
| 1991-12-01 | 280.1124048334 |
| 1992-01-01 | 273.9072410404 |
| 1992-02-01 | 271.9369550170 |
| 1992-03-01 | 271.9806202538 |
| 1992-04-01 | 271.8758069597 |
| 1992-05-01 | 271.4227354686 |
| 1992-06-01 | 271.0207437071 |
| 1992-07-01 | 269.5263411335 |
| 1992-08-01 | 268.7861938229 |
| 1992-09-01 | 267.3602670485 |
| 1992-10-01 | 268.3640913638 |
| 1992-11-01 | 266.9315762251 |
| 1992-12-01 | 266.6795509170 |
| 1993-01-01 | 264.9011896996 |
| 1993-02-01 | 264.0221252718 |
| 1993-03-01 | 262.5622169967 |
| 1993-04-01 | 260.7548524619 |
| 1993-05-01 | 260.6699301637 |
| 1993-06-01 | 259.6318427018 |
| 1993-07-01 | 259.1836726561 |
| 1993-08-01 | 258.6565224841 |
| 1993-09-01 | 257.9772235519 |
| 1993-10-01 | 259.3545416185 |
| 1993-11-01 | 259.7862693264 |
| 1993-12-01 | 259.7929344765 |
| 1994-01-01 | 259.5056145917 |
| 1994-02-01 | 259.4638534613 |
| 1994-03-01 | 260.4914612956 |
| 1994-04-01 | 261.5378231982 |
| 1994-05-01 | 261.2024060036 |
| 1994-06-01 | 260.7559687947 |
| 1994-07-01 | 262.5671394104 |
| 1994-08-01 | 263.6443112096 |
| 1994-09-01 | 263.7633876200 |
| 1994-10-01 | 263.1279412609 |
| 1994-11-01 | 264.2907754881 |
| 1994-12-01 | 264.5929758250 |
| 1995-01-01 | 266.2630800783 |
| 1995-02-01 | 267.0775139307 |
| 1995-03-01 | 267.8377494112 |
| 1995-04-01 | 266.7121249563 |
| 1995-05-01 | 267.3555569267 |
| 1995-06-01 | 267.3508999973 |
| 1995-07-01 | 268.0612790291 |
| 1995-08-01 | 268.9712267260 |
| 1995-09-01 | 270.2467463988 |
| 1995-10-01 | 267.4835063792 |
| 1995-11-01 | 268.2293828923 |
| 1995-12-01 | 269.5821589843 |
| 1996-01-01 | 269.6253354022 |
| 1996-02-01 | 271.2157463938 |
| 1996-03-01 | 271.5706234730 |
| 1996-04-01 | 273.7639196936 |
| 1996-05-01 | 275.1212945993 |
| 1996-06-01 | 275.5668842386 |
| 1996-07-01 | 275.5595185704 |
| 1996-08-01 | 275.9918392496 |
| 1996-09-01 | 277.1745773688 |
| 1996-10-01 | 276.7947862031 |
| 1996-11-01 | 278.1044003615 |
| 1996-12-01 | 278.7211139137 |
| 1997-01-01 | 280.9780213103 |
| 1997-02-01 | 282.2138642589 |
| 1997-03-01 | 283.8903950329 |
| 1997-04-01 | 284.6064729491 |
| 1997-05-01 | 285.0835952010 |
| 1997-06-01 | 284.5533103780 |
| 1997-07-01 | 287.7138470410 |
| 1997-08-01 | 289.5484883723 |
| 1997-09-01 | 288.0598270677 |
| 1997-10-01 | 289.4344682226 |
| 1997-11-01 | 289.2794448053 |
| 1997-12-01 | 290.2940770675 |
| 1998-01-01 | 289.5703690170 |
| 1998-02-01 | 289.8863696870 |
| 1998-03-01 | 290.2077475762 |
| 1998-04-01 | 288.7793316126 |
| 1998-05-01 | 291.7638387057 |
| 1998-06-01 | 291.3820111360 |
| 1998-07-01 | 290.8029065740 |
| 1998-08-01 | 291.1929546551 |
| 1998-09-01 | 291.0773002644 |
| 1998-10-01 | 291.6867716591 |
| 1998-11-01 | 292.0814716353 |
| 1998-12-01 | 292.0010187595 |
| 1999-01-01 | 292.7002570716 |
| 1999-02-01 | 292.3819425430 |
| 1999-03-01 | 293.3680784364 |
| 1999-04-01 | 293.8887676318 |
| 1999-05-01 | 293.8436449463 |
| 1999-06-01 | 294.5333548128 |
| 1999-07-01 | 294.8218287631 |
| 1999-08-01 | 294.7559008014 |
| 1999-09-01 | 295.2682237650 |
| 1999-10-01 | 296.0222105423 |
| 1999-11-01 | 295.9456178628 |
| 1999-12-01 | 296.3766012452 |
| 2000-01-01 | 296.3856987372 |
| 2000-02-01 | 296.2487453195 |
| 2000-03-01 | 295.5992172104 |
| 2000-04-01 | 294.4029407551 |
| 2000-05-01 | 294.2651748013 |
| 2000-06-01 | 293.8067300884 |
| 2000-07-01 | 295.8697712813 |
| 2000-08-01 | 296.4541703226 |
| 2000-09-01 | 296.1215150511 |
| 2000-10-01 | 296.3889666068 |
| 2000-11-01 | 296.5973167748 |
| 2000-12-01 | 296.0370856341 |
| 2001-01-01 | 300.6628281394 |
| 2001-02-01 | 301.3955552598 |
| 2001-03-01 | 300.4533328875 |
| 2001-04-01 | 300.6706515645 |
| 2001-05-01 | 299.5508748288 |
| 2001-06-01 | 299.7687942483 |
| 2001-07-01 | 298.7558255219 |
| 2001-08-01 | 297.4883553766 |
| 2001-09-01 | 296.9757276146 |
| 2001-10-01 | 297.5468662545 |
| 2001-11-01 | 295.6919906535 |
| 2001-12-01 | 295.0737772731 |
| 2002-01-01 | 293.6711989203 |
| 2002-02-01 | 293.8343115271 |
| 2002-03-01 | 294.4898349635 |
| 2002-04-01 | 294.4168879306 |
| 2002-05-01 | 294.6486873333 |
| 2002-06-01 | 293.9336756078 |
| 2002-07-01 | 295.0753838104 |
| 2002-08-01 | 295.9044938878 |
| 2002-09-01 | 295.8977179447 |
| 2002-10-01 | 294.9163598810 |
| 2002-11-01 | 295.5584674398 |
| 2002-12-01 | 295.5557221732 |
| 2003-01-01 | 294.8553564964 |
| 2003-02-01 | 294.3458136764 |
| 2003-03-01 | 293.8012881279 |
| 2003-04-01 | 292.9077945552 |
| 2003-05-01 | 292.5857333561 |
| 2003-06-01 | 291.9633207818 |
| 2003-07-01 | 291.4402126424 |
| 2003-08-01 | 291.4574925582 |
| 2003-09-01 | 291.2752510926 |
| 2003-10-01 | 290.6992305434 |
| 2003-11-01 | 290.2155892656 |
| 2003-12-01 | 290.5392222948 |
| 2004-01-01 | 291.4464581872 |
| 2004-02-01 | 291.2911169042 |
| 2004-03-01 | 291.5675163425 |
| 2004-04-01 | 291.9741401027 |
| 2004-05-01 | 292.4837675505 |
| 2004-06-01 | 293.0879681449 |
| 2004-07-01 | 292.9485894502 |
| 2004-08-01 | 292.5515402933 |
| 2004-09-01 | 291.8043720931 |
| 2004-10-01 | 294.0051002915 |
| 2004-11-01 | 294.4522048899 |
| 2004-12-01 | 292.9682832763 |
| 2005-01-01 | 294.7890508685 |
| 2005-02-01 | 294.7545811026 |
| 2005-03-01 | 294.5209694926 |
| 2005-04-01 | 296.6748140647 |
| 2005-05-01 | 297.4979117263 |
| 2005-06-01 | 297.5090433931 |
| 2005-07-01 | 297.5771046209 |
| 2005-08-01 | 298.1701480432 |
| 2005-09-01 | 298.1244803704 |
| 2005-10-01 | 298.9147698148 |
| 2005-11-01 | 299.5570455835 |
| 2005-12-01 | 300.2845681526 |
| 2006-01-01 | 300.2634099444 |
| 2006-02-01 | 301.4023804382 |
| 2006-03-01 | 301.7177058055 |
| 2006-04-01 | 302.4949663761 |
| 2006-05-01 | 303.4541685816 |
| 2006-06-01 | 304.1520232326 |
| 2006-07-01 | 305.4720993732 |
| 2006-08-01 | 306.0577031692 |
| 2006-09-01 | 306.9509936875 |
| 2006-10-01 | 306.7374131518 |
| 2006-11-01 | 307.2731187385 |
| 2006-12-01 | 308.1591055628 |
| 2007-01-01 | 309.9142443355 |
| 2007-02-01 | 310.4181166324 |
| 2007-03-01 | 310.9578837666 |
| 2007-04-01 | 310.4597260598 |
| 2007-05-01 | 310.4844549017 |
| 2007-06-01 | 310.5804061539 |
| 2007-07-01 | 311.3764054174 |
| 2007-08-01 | 311.6896347359 |
| 2007-09-01 | 311.7136362395 |
| 2007-10-01 | 312.1552003909 |
| 2007-11-01 | 312.3219449014 |
| 2007-12-01 | 312.9708939300 |
| 2008-01-01 | 312.9286832706 |
| 2008-02-01 | 312.8166856822 |
| 2008-03-01 | 312.3361238518 |
| 2008-04-01 | 311.9623636715 |
| 2008-05-01 | 310.4521655685 |
| 2008-06-01 | 309.8524388106 |
| 2008-07-01 | 308.6674602873 |
| 2008-08-01 | 307.0173293647 |
| 2008-09-01 | 306.0757221908 |
| 2008-10-01 | 304.0170137795 |
| 2008-11-01 | 301.3860400069 |
| 2008-12-01 | 298.8889382973 |
| 2009-01-01 | 294.3947165788 |
| 2009-02-01 | 291.2734148763 |
| 2009-03-01 | 288.1743284546 |
| 2009-04-01 | 284.5948493422 |
| 2009-05-01 | 283.1626428212 |
| 2009-06-01 | 282.0151674047 |
| 2009-07-01 | 278.1068160958 |
| 2009-08-01 | 276.9143146859 |
| 2009-09-01 | 275.6142378445 |
| 2009-10-01 | 275.6581537659 |
| 2009-11-01 | 275.0419616664 |
| 2009-12-01 | 275.0077590524 |
| 2010-01-01 | 275.8224102251 |
| 2010-02-01 | 275.7559222732 |
| 2010-03-01 | 275.5248837408 |
| 2010-04-01 | 277.3402816625 |
| 2010-05-01 | 278.2739272823 |
| 2010-06-01 | 278.4977226259 |
| 2010-07-01 | 278.7122670681 |
| 2010-08-01 | 278.9498834108 |
| 2010-09-01 | 278.9861614235 |
| 2010-10-01 | 279.4057843044 |
| 2010-11-01 | 279.5345661644 |
| 2010-12-01 | 279.1581618648 |
| 2011-01-01 | 279.5732286059 |
| 2011-02-01 | 279.8799318135 |
| 2011-03-01 | 279.1512580035 |
| 2011-04-01 | 280.3291236072 |
| 2011-05-01 | 280.2475754809 |
| 2011-06-01 | 279.9984890312 |
| 2011-07-01 | 280.5916238855 |
| 2011-08-01 | 280.7612168524 |
| 2011-09-01 | 281.6836644725 |
| 2011-10-01 | 280.2256561916 |
| 2011-11-01 | 280.1328888412 |
| 2011-12-01 | 280.2839513911 |
| 2012-01-01 | 280.3426260232 |
| 2012-02-01 | 280.5308304903 |
| 2012-03-01 | 280.7178530128 |
| 2012-04-01 | 285.1410254671 |
| 2012-05-01 | 286.2343264684 |
| 2012-06-01 | 286.7767643624 |
| 2012-07-01 | 287.1178941428 |
| 2012-08-01 | 287.7622472754 |
| 2012-09-01 | 288.2581453907 |
| 2012-10-01 | 288.8481433575 |
| 2012-11-01 | 289.5498982658 |
| 2012-12-01 | 290.4839329152 |
| 2013-01-01 | 291.3077378648 |
| 2013-02-01 | 291.9498554983 |
| 2013-03-01 | 292.9736258395 |
| 2013-04-01 | 293.8527602177 |
| 2013-05-01 | 294.3399592162 |
| 2013-06-01 | 295.4990299685 |
| 2013-07-01 | 295.3561642561 |
| 2013-08-01 | 295.3863322680 |
| 2013-09-01 | 295.6833125551 |
| 2013-10-01 | 296.3281761617 |
| 2013-11-01 | 297.1678516157 |
| 2013-12-01 | 297.9992535063 |
| 2014-01-01 | 298.2126767898 |
| 2014-02-01 | 298.7068821314 |
| 2014-03-01 | 298.7163492446 |
| 2014-04-01 | 297.9214582699 |
| 2014-05-01 | 298.5069172803 |
| 2014-06-01 | 298.9043737228 |
| 2014-07-01 | 299.2644451905 |
| 2014-08-01 | 300.7785713487 |
| 2014-09-01 | 301.7473079674 |
| 2014-10-01 | 301.9516627606 |
| 2014-11-01 | 302.7175075127 |
| 2014-12-01 | 302.4777528218 |
| 2015-01-01 | 302.2834249253 |
| 2015-02-01 | 302.6936554089 |
| 2015-03-01 | 302.5709912005 |
| 2015-04-01 | 302.3683603247 |
| 2015-05-01 | 302.3868889702 |
| 2015-06-01 | 302.7921687839 |
| 2015-07-01 | 304.0698755284 |
| 2015-08-01 | 303.9140123269 |
| 2015-09-01 | 303.8331119699 |
| 2015-10-01 | 303.9382754232 |
| 2015-11-01 | 303.7557042675 |
| 2015-12-01 | 303.3939560837 |
| 2016-01-01 | 303.5668505678 |
| 2016-02-01 | 303.2299325302 |
| 2016-03-01 | 301.4340510726 |
| 2016-04-01 | 302.8903798059 |
| 2016-05-01 | 302.7423652916 |
| 2016-06-01 | 301.8405158876 |
| 2016-07-01 | 304.3350130414 |
| 2016-08-01 | 304.0851197902 |
| 2016-09-01 | 304.0787292782 |
| 2016-10-01 | 302.2995301279 |
| 2016-11-01 | 301.7853573595 |
| 2016-12-01 | 301.9085077644 |
| 2017-01-01 | 301.6076783084 |
| 2017-02-01 | 301.4834098232 |
| 2017-03-01 | 302.4349053897 |
| 2017-04-01 | 302.7278412793 |
| 2017-05-01 | 302.9972253653 |
| 2017-06-01 | 303.5430747227 |
| 2017-07-01 | 302.7673495384 |
| 2017-08-01 | 302.4739226831 |
| 2017-09-01 | 302.9106400028 |
| 2017-10-01 | 303.1244164068 |
| 2017-11-01 | 303.2843858449 |
| 2017-12-01 | 303.6862351430 |
| 2018-01-01 | 304.6277517028 |
| 2018-02-01 | 305.1631499494 |
| 2018-03-01 | 305.2487469181 |
| 2018-04-01 | 305.4584770076 |
| 2018-05-01 | 305.9375153750 |
| 2018-06-01 | 306.2068335507 |
| 2018-07-01 | 306.6264752970 |
| 2018-08-01 | 306.3351184707 |
| 2018-09-01 | 306.3337272974 |
| 2018-10-01 | 306.5062167816 |
| 2018-11-01 | 306.5585973013 |
| 2018-12-01 | 306.1209508439 |
| 2019-01-01 | 304.2800722078 |
| 2019-02-01 | 304.8094821091 |
| 2019-03-01 | 304.4988868424 |
| 2019-04-01 | 304.0141331985 |
| 2019-05-01 | 303.7415326066 |
| 2019-06-01 | 303.4725522450 |
| 2019-07-01 | 303.0821530136 |
| 2019-08-01 | 302.9054561384 |
| 2019-09-01 | 301.7591943963 |
| 2019-10-01 | 301.6879200012 |
| 2019-11-01 | 301.8297194355 |
| 2019-12-01 | 301.9403537438 |
| 2020-01-01 | 301.5961888369 |
| 2020-02-01 | 301.7556669887 |
| 2020-03-01 | 297.6199103541 |
| 2020-04-01 | 257.1030292426 |
| 2020-05-01 | 264.0803479570 |
| 2020-06-01 | 269.5341481198 |
| 2020-07-01 | 268.9639210175 |
| 2020-08-01 | 270.9751823323 |
| 2020-09-01 | 272.4367813468 |
| 2020-10-01 | 276.7054384891 |
| 2020-11-01 | 277.3452926266 |
| 2020-12-01 | 276.1780994370 |
| 2021-01-01 | 275.5756815719 |
| 2021-02-01 | 277.5539850709 |
| 2021-03-01 | 278.0065298114 |
| 2021-04-01 | 279.0058812018 |
| 2021-05-01 | 278.9278084964 |
| 2021-06-01 | 277.9309617192 |
| 2021-07-01 | 281.2317701447 |
| 2021-08-01 | 281.5130559991 |
| 2021-09-01 | 278.9786645937 |
| 2021-10-01 | 283.7458976294 |
| 2021-11-01 | 284.1980811616 |
| 2021-12-01 | 284.7772974221 |
| 2022-01-01 | 282.3994196660 |
| 2022-02-01 | 284.3330203248 |
| 2022-03-01 | 284.2601650525 |
| 2022-04-01 | 284.7933335627 |
| 2022-05-01 | 284.9271459030 |
| 2022-06-01 | 284.6276898764 |
| 2022-07-01 | 283.4174834622 |
| 2022-08-01 | 283.3531304502 |
| 2022-09-01 | 283.0763306440 |
| 2022-10-01 | 282.1130824858 |
| 2022-11-01 | 281.8045082531 |
| 2022-12-01 | 281.8915615816 |
| 2023-01-01 | 282.2376514711 |
| 2023-02-01 | 281.7931535144 |
| 2023-03-01 | 282.2943654676 |
| 2023-04-01 | 281.7950164082 |
| 2023-05-01 | 282.1151860655 |
| 2023-06-01 | 282.0102434545 |
| 2023-07-01 | 280.7982613354 |
| 2023-08-01 | 281.0788156963 |
| 2023-09-01 | 281.1279532670 |
| 2023-10-01 | 280.2924099648 |
| 2023-11-01 | 279.0278282952 |
| 2023-12-01 | 279.9298068278 |
| 2024-01-01 | 281.3100514847 |
| 2024-02-01 | 279.5897294808 |
| 2024-03-01 | 278.4163221419 |
| 2024-04-01 | 276.8892863040 |
| 2024-05-01 | 275.0590481817 |
| 2024-06-01 | 274.3751944682 |
| 2024-07-01 | 274.8535948490 |
| 2024-08-01 | 274.1574017889 |
| 2024-09-01 | 272.7431768849 |
| 2024-10-01 | 273.0913411680 |
| 2024-11-01 | 272.2597163909 |
| 2024-12-01 | 270.6449301219 |
| 2025-01-01 | 269.1057647291 |
| 2025-02-01 | 269.0875524980 |
| 2025-03-01 | 268.2263789545 |
| 2025-04-01 | 269.2615056460 |
| 2025-05-01 | 268.3324895525 |
| 2025-06-01 | 266.2719995209 |
| 2025-07-01 | 266.8733593119 |
| 2025-08-01 | 267.3198639808 |
| 2025-09-01 | 265.6780826758 |
| 2025-10-01 | 265.6599527310 |
| 2025-11-01 | 265.3656454291 |
| 2025-12-01 | 265.7824742994 |
| 2026-01-01 | 267.2376733950 |
| 2026-02-01 | 265.7009542861 |
| 2026-03-01 | 266.0657688646 |
| 2026-04-01 | 265.8844806452 |
| 2026-05-01 | 266.2552135992 |
| 2026-06-01 | 267.1690014723 |
| 2026-07-01 | 267.6513935996 |
| 2026-08-01 | 266.8851672537 |
| 2026-09-01 | 267.3242554620 |