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 2026-06-01 |
| Last Updated | 2026-07-22 10:40 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 | 292.344554370621 |
| 1990-02-01 | 291.750718031383 |
| 1990-03-01 | 290.927906684272 |
| 1990-04-01 | 288.795104123518 |
| 1990-05-01 | 288.230227746925 |
| 1990-06-01 | 287.259452588527 |
| 1990-07-01 | 287.921535142178 |
| 1990-08-01 | 286.618958779375 |
| 1990-09-01 | 287.214211867474 |
| 1990-10-01 | 284.469233032457 |
| 1990-11-01 | 282.763781266430 |
| 1990-12-01 | 282.296912615064 |
| 1991-01-01 | 283.284916358613 |
| 1991-02-01 | 282.460777525900 |
| 1991-03-01 | 281.110353145134 |
| 1991-04-01 | 285.321574924957 |
| 1991-05-01 | 283.602906230201 |
| 1991-06-01 | 282.952140184939 |
| 1991-07-01 | 282.382487943915 |
| 1991-08-01 | 281.530123039708 |
| 1991-09-01 | 280.694885324081 |
| 1991-10-01 | 282.746476368690 |
| 1991-11-01 | 281.983409592132 |
| 1991-12-01 | 280.111713081178 |
| 1992-01-01 | 273.907541695006 |
| 1992-02-01 | 271.936842245483 |
| 1992-03-01 | 271.980675472631 |
| 1992-04-01 | 271.876295757063 |
| 1992-05-01 | 271.423004940971 |
| 1992-06-01 | 271.020884394661 |
| 1992-07-01 | 269.526314786050 |
| 1992-08-01 | 268.786074169871 |
| 1992-09-01 | 267.360210016380 |
| 1992-10-01 | 268.364046340170 |
| 1992-11-01 | 266.931352963911 |
| 1992-12-01 | 266.679024057212 |
| 1993-01-01 | 264.901427075514 |
| 1993-02-01 | 264.022000891815 |
| 1993-03-01 | 262.562301509337 |
| 1993-04-01 | 260.755209311561 |
| 1993-05-01 | 260.670116393269 |
| 1993-06-01 | 259.631956145398 |
| 1993-07-01 | 259.183677732482 |
| 1993-08-01 | 258.656474420884 |
| 1993-09-01 | 257.977280322903 |
| 1993-10-01 | 259.354394128135 |
| 1993-11-01 | 259.786063155701 |
| 1993-12-01 | 259.792607055051 |
| 1994-01-01 | 259.505732178600 |
| 1994-02-01 | 259.463747606602 |
| 1994-03-01 | 260.491545008754 |
| 1994-04-01 | 261.538059897504 |
| 1994-05-01 | 261.202510122410 |
| 1994-06-01 | 260.756055034251 |
| 1994-07-01 | 262.567177012645 |
| 1994-08-01 | 263.644336040062 |
| 1994-09-01 | 263.763544004631 |
| 1994-10-01 | 263.127705669728 |
| 1994-11-01 | 264.290589283441 |
| 1994-12-01 | 264.592814532532 |
| 1995-01-01 | 266.263092058891 |
| 1995-02-01 | 267.077443098399 |
| 1995-03-01 | 267.837837490933 |
| 1995-04-01 | 266.712233415681 |
| 1995-05-01 | 267.355602463918 |
| 1995-06-01 | 267.350972422025 |
| 1995-07-01 | 268.061338649056 |
| 1995-08-01 | 268.971306529167 |
| 1995-09-01 | 270.246943128615 |
| 1995-10-01 | 267.483239483910 |
| 1995-11-01 | 268.229242633263 |
| 1995-12-01 | 269.582088143332 |
| 1996-01-01 | 269.625269223890 |
| 1996-02-01 | 271.215714290003 |
| 1996-03-01 | 271.570678406818 |
| 1996-04-01 | 273.763965258232 |
| 1996-05-01 | 275.121317898850 |
| 1996-06-01 | 275.566944190455 |
| 1996-07-01 | 275.559584931912 |
| 1996-08-01 | 275.991940566155 |
| 1996-09-01 | 277.174760520367 |
| 1996-10-01 | 276.794545384840 |
| 1996-11-01 | 278.104290588093 |
| 1996-12-01 | 278.721064664387 |
| 1997-01-01 | 280.977967752038 |
| 1997-02-01 | 282.213838993328 |
| 1997-03-01 | 283.890436078479 |
| 1997-04-01 | 284.606481073646 |
| 1997-05-01 | 285.083611945277 |
| 1997-06-01 | 284.553357147004 |
| 1997-07-01 | 287.713902931690 |
| 1997-08-01 | 289.548571177000 |
| 1997-09-01 | 288.059951642159 |
| 1997-10-01 | 289.434307406423 |
| 1997-11-01 | 289.279367683681 |
| 1997-12-01 | 290.294049550834 |
| 1998-01-01 | 289.570326896741 |
| 1998-02-01 | 289.886353231436 |
| 1998-03-01 | 290.207769764657 |
| 1998-04-01 | 288.779331309449 |
| 1998-05-01 | 291.763851279145 |
| 1998-06-01 | 291.382039568515 |
| 1998-07-01 | 290.802941429854 |
| 1998-08-01 | 291.193003040210 |
| 1998-09-01 | 291.077372453085 |
| 1998-10-01 | 291.686691409367 |
| 1998-11-01 | 292.081425220304 |
| 1998-12-01 | 292.001005964532 |
| 1999-01-01 | 292.700229504493 |
| 1999-02-01 | 292.381937530496 |
| 1999-03-01 | 293.368084153452 |
| 1999-04-01 | 293.888761442083 |
| 1999-05-01 | 293.843654621817 |
| 1999-06-01 | 294.533371442569 |
| 1999-07-01 | 294.821844461756 |
| 1999-08-01 | 294.755919827979 |
| 1999-09-01 | 295.268245851808 |
| 1999-10-01 | 296.022191606668 |
| 1999-11-01 | 295.945605140308 |
| 1999-12-01 | 296.376600355209 |
| 2000-01-01 | 296.385678907304 |
| 2000-02-01 | 296.248743462603 |
| 2000-03-01 | 295.599215235489 |
| 2000-04-01 | 294.402928740834 |
| 2000-05-01 | 294.265181100799 |
| 2000-06-01 | 293.806738453915 |
| 2000-07-01 | 295.869775277921 |
| 2000-08-01 | 296.454177255894 |
| 2000-09-01 | 296.121526006990 |
| 2000-10-01 | 296.388965365045 |
| 2000-11-01 | 296.597316960782 |
| 2000-12-01 | 296.037088091243 |
| 2001-01-01 | 300.662815542466 |
| 2001-02-01 | 301.395554576416 |
| 2001-03-01 | 300.453327780788 |
| 2001-04-01 | 300.670640749395 |
| 2001-05-01 | 299.550877049731 |
| 2001-06-01 | 299.768801724617 |
| 2001-07-01 | 298.755825834886 |
| 2001-08-01 | 297.488358039691 |
| 2001-09-01 | 296.975731301053 |
| 2001-10-01 | 297.546868184960 |
| 2001-11-01 | 295.691995174586 |
| 2001-12-01 | 295.073783717205 |
| 2002-01-01 | 293.671188117478 |
| 2002-02-01 | 293.834311008801 |
| 2002-03-01 | 294.489829417347 |
| 2002-04-01 | 294.416881264629 |
| 2002-05-01 | 294.648685184331 |
| 2002-06-01 | 293.933682932804 |
| 2002-07-01 | 295.075384169772 |
| 2002-08-01 | 295.904495833691 |
| 2002-09-01 | 295.897720706234 |
| 2002-10-01 | 294.916360858609 |
| 2002-11-01 | 295.558470920124 |
| 2002-12-01 | 295.555727116468 |
| 2003-01-01 | 294.855348390721 |
| 2003-02-01 | 294.345813374362 |
| 2003-03-01 | 293.801285183609 |
| 2003-04-01 | 292.907789429666 |
| 2003-05-01 | 292.585728531195 |
| 2003-06-01 | 291.963328538793 |
| 2003-07-01 | 291.440213080260 |
| 2003-08-01 | 291.457493905177 |
| 2003-09-01 | 291.275253128512 |
| 2003-10-01 | 290.699230937484 |
| 2003-11-01 | 290.215591969677 |
| 2003-12-01 | 290.539226831959 |
| 2004-01-01 | 291.446450724441 |
| 2004-02-01 | 291.291117837671 |
| 2004-03-01 | 291.567516221648 |
| 2004-04-01 | 291.974136240268 |
| 2004-05-01 | 292.483759750432 |
| 2004-06-01 | 293.087974087382 |
| 2004-07-01 | 292.948590266166 |
| 2004-08-01 | 292.551541262045 |
| 2004-09-01 | 291.804373716112 |
| 2004-10-01 | 294.005101180217 |
| 2004-11-01 | 294.452207252329 |
| 2004-12-01 | 292.968287374059 |
| 2005-01-01 | 294.789044581191 |
| 2005-02-01 | 294.754583597979 |
| 2005-03-01 | 294.520971416749 |
| 2005-04-01 | 296.674810412209 |
| 2005-05-01 | 297.497904133341 |
| 2005-06-01 | 297.509045550541 |
| 2005-07-01 | 297.577103796657 |
| 2005-08-01 | 298.170148084750 |
| 2005-09-01 | 298.124481148752 |
| 2005-10-01 | 298.914770869962 |
| 2005-11-01 | 299.557047287207 |
| 2005-12-01 | 300.284576797220 |
| 2006-01-01 | 300.263402516874 |
| 2006-02-01 | 301.402388169239 |
| 2006-03-01 | 301.717714517573 |
| 2006-04-01 | 302.494953694503 |
| 2006-05-01 | 303.454168776973 |
| 2006-06-01 | 304.152017832760 |
| 2006-07-01 | 305.472088269509 |
| 2006-08-01 | 306.057702914467 |
| 2006-09-01 | 306.950991907939 |
| 2006-10-01 | 306.737411877011 |
| 2006-11-01 | 307.273119840350 |
| 2006-12-01 | 308.159122663134 |
| 2007-01-01 | 309.914245054818 |
| 2007-02-01 | 310.418133167026 |
| 2007-03-01 | 310.957917603948 |
| 2007-04-01 | 310.459697779666 |
| 2007-05-01 | 310.484454050416 |
| 2007-06-01 | 310.580383037570 |
| 2007-07-01 | 311.376374591231 |
| 2007-08-01 | 311.689627537767 |
| 2007-09-01 | 311.713627513810 |
| 2007-10-01 | 312.155195417408 |
| 2007-11-01 | 312.321949167303 |
| 2007-12-01 | 312.970930318416 |
| 2008-01-01 | 312.928707763819 |
| 2008-02-01 | 312.816724500277 |
| 2008-03-01 | 312.336201563262 |
| 2008-04-01 | 311.962311068430 |
| 2008-05-01 | 310.452144988256 |
| 2008-06-01 | 309.852380032884 |
| 2008-07-01 | 308.667395805290 |
| 2008-08-01 | 307.017305373670 |
| 2008-09-01 | 306.075708808153 |
| 2008-10-01 | 304.017006109756 |
| 2008-11-01 | 301.386059917438 |
| 2008-12-01 | 298.888999924884 |
| 2009-01-01 | 294.394777091269 |
| 2009-02-01 | 291.273500106086 |
| 2009-03-01 | 288.174512244756 |
| 2009-04-01 | 284.594678153759 |
| 2009-05-01 | 283.162554675592 |
| 2009-06-01 | 282.015078626041 |
| 2009-07-01 | 278.106743363301 |
| 2009-08-01 | 276.914289968408 |
| 2009-09-01 | 275.614242338027 |
| 2009-10-01 | 275.658167890914 |
| 2009-11-01 | 275.042016236624 |
| 2009-12-01 | 275.007852827661 |
| 2010-01-01 | 275.822486293031 |
| 2010-02-01 | 275.756005468343 |
| 2010-03-01 | 275.525062110482 |
| 2010-04-01 | 277.339911913483 |
| 2010-05-01 | 278.273766773528 |
| 2010-06-01 | 278.497696575050 |
| 2010-07-01 | 278.712325077133 |
| 2010-08-01 | 278.949972363834 |
| 2010-09-01 | 278.986228182270 |
| 2010-10-01 | 279.405805658126 |
| 2010-11-01 | 279.534633655129 |
| 2010-12-01 | 279.158282149492 |
| 2011-01-01 | 279.573255235849 |
| 2011-02-01 | 279.879877222160 |
| 2011-03-01 | 279.151251916655 |
| 2011-04-01 | 280.328433180254 |
| 2011-05-01 | 280.247198098277 |
| 2011-06-01 | 279.998436410651 |
| 2011-07-01 | 280.592797354020 |
| 2011-08-01 | 280.761386228216 |
| 2011-09-01 | 281.683745185812 |
| 2011-10-01 | 280.225624661996 |
| 2011-11-01 | 280.132951351184 |
| 2011-12-01 | 280.284071223727 |
| 2012-01-01 | 280.342513413896 |
| 2012-02-01 | 280.530464038323 |
| 2012-03-01 | 280.717485693736 |
| 2012-04-01 | 285.139925567577 |
| 2012-05-01 | 286.233329896192 |
| 2012-06-01 | 286.776002831071 |
| 2012-07-01 | 287.122679477327 |
| 2012-08-01 | 287.761918698713 |
| 2012-09-01 | 288.257963077245 |
| 2012-10-01 | 288.848005339057 |
| 2012-11-01 | 289.549925257955 |
| 2012-12-01 | 290.483945397664 |
| 2013-01-01 | 291.307486252217 |
| 2013-02-01 | 291.949253073080 |
| 2013-03-01 | 292.972751753531 |
| 2013-04-01 | 293.851249532605 |
| 2013-05-01 | 294.338124505450 |
| 2013-06-01 | 295.497040902366 |
| 2013-07-01 | 295.365217023451 |
| 2013-08-01 | 295.385906378536 |
| 2013-09-01 | 295.682553108558 |
| 2013-10-01 | 296.328042226316 |
| 2013-11-01 | 297.167821836663 |
| 2013-12-01 | 297.999039143069 |
| 2014-01-01 | 298.212187698402 |
| 2014-02-01 | 298.706385031783 |
| 2014-03-01 | 298.714895512514 |
| 2014-04-01 | 297.919727144454 |
| 2014-05-01 | 298.504625854702 |
| 2014-06-01 | 298.900359457521 |
| 2014-07-01 | 299.277148083818 |
| 2014-08-01 | 300.778361946598 |
| 2014-09-01 | 301.746170640623 |
| 2014-10-01 | 301.951674549525 |
| 2014-11-01 | 302.717528416835 |
| 2014-12-01 | 302.477381466777 |
| 2015-01-01 | 302.282739134296 |
| 2015-02-01 | 302.693297071756 |
| 2015-03-01 | 302.568854513875 |
| 2015-04-01 | 302.366341829399 |
| 2015-05-01 | 302.384390622386 |
| 2015-06-01 | 302.786785226021 |
| 2015-07-01 | 304.083889295310 |
| 2015-08-01 | 303.914863011876 |
| 2015-09-01 | 303.832127033241 |
| 2015-10-01 | 303.938694900239 |
| 2015-11-01 | 303.755979241693 |
| 2015-12-01 | 303.393644845295 |
| 2016-01-01 | 303.565610175480 |
| 2016-02-01 | 303.229469000668 |
| 2016-03-01 | 301.430886833955 |
| 2016-04-01 | 302.887537889013 |
| 2016-05-01 | 302.739760020555 |
| 2016-06-01 | 301.834747727935 |
| 2016-07-01 | 304.349522570026 |
| 2016-08-01 | 304.087488866414 |
| 2016-09-01 | 304.078733154378 |
| 2016-10-01 | 302.300399893740 |
| 2016-11-01 | 301.785925098127 |
| 2016-12-01 | 301.908381812281 |
| 2017-01-01 | 301.605717070201 |
| 2017-02-01 | 301.482197706670 |
| 2017-03-01 | 302.430358531480 |
| 2017-04-01 | 302.722888175294 |
| 2017-05-01 | 302.991904524997 |
| 2017-06-01 | 303.539380325068 |
| 2017-07-01 | 302.785513180164 |
| 2017-08-01 | 302.477690522612 |
| 2017-09-01 | 302.912235112224 |
| 2017-10-01 | 303.125096836548 |
| 2017-11-01 | 303.284815043670 |
| 2017-12-01 | 303.686234737771 |
| 2018-01-01 | 304.624191584691 |
| 2018-02-01 | 305.160542745746 |
| 2018-03-01 | 305.242743197026 |
| 2018-04-01 | 305.451350462581 |
| 2018-05-01 | 305.926124849505 |
| 2018-06-01 | 306.206064050259 |
| 2018-07-01 | 306.655207736844 |
| 2018-08-01 | 306.338153910097 |
| 2018-09-01 | 306.337513415487 |
| 2018-10-01 | 306.506136219778 |
| 2018-11-01 | 306.558575975595 |
| 2018-12-01 | 306.120553454951 |
| 2019-01-01 | 304.274971426711 |
| 2019-02-01 | 304.804509209108 |
| 2019-03-01 | 304.489888615507 |
| 2019-04-01 | 304.003203979058 |
| 2019-05-01 | 303.723528381318 |
| 2019-06-01 | 303.477029240694 |
| 2019-07-01 | 303.124531629108 |
| 2019-08-01 | 302.909437051548 |
| 2019-09-01 | 301.765414790667 |
| 2019-10-01 | 301.685925747369 |
| 2019-11-01 | 301.827808221624 |
| 2019-12-01 | 301.938783521012 |
| 2020-01-01 | 301.589014983196 |
| 2020-02-01 | 301.747558166238 |
| 2020-03-01 | 297.606965009654 |
| 2020-04-01 | 257.087953737398 |
| 2020-05-01 | 264.056650278160 |
| 2020-06-01 | 269.540797295801 |
| 2020-07-01 | 269.030186644737 |
| 2020-08-01 | 270.978226233089 |
| 2020-09-01 | 272.443075840454 |
| 2020-10-01 | 276.700736411837 |
| 2020-11-01 | 277.342318337350 |
| 2020-12-01 | 276.176547644961 |
| 2021-01-01 | 275.566198271610 |
| 2021-02-01 | 277.539934918649 |
| 2021-03-01 | 277.990108578596 |
| 2021-04-01 | 278.989913649647 |
| 2021-05-01 | 278.879187044306 |
| 2021-06-01 | 277.931963601591 |
| 2021-07-01 | 281.367119674103 |
| 2021-08-01 | 281.504685800080 |
| 2021-09-01 | 278.972516308856 |
| 2021-10-01 | 283.740359749639 |
| 2021-11-01 | 284.197567792102 |
| 2021-12-01 | 284.775687250484 |
| 2022-01-01 | 282.384270583742 |
| 2022-02-01 | 284.312971427223 |
| 2022-03-01 | 284.236982604944 |
| 2022-04-01 | 284.771433714273 |
| 2022-05-01 | 284.856670211511 |
| 2022-06-01 | 284.632928708008 |
| 2022-07-01 | 283.634964744915 |
| 2022-08-01 | 283.296487261310 |
| 2022-09-01 | 283.070611948505 |
| 2022-10-01 | 282.112665041162 |
| 2022-11-01 | 281.809503631819 |
| 2022-12-01 | 281.893183604577 |
| 2023-01-01 | 282.218381988172 |
| 2023-02-01 | 281.768361004241 |
| 2023-03-01 | 282.263513111088 |
| 2023-04-01 | 281.754526183240 |
| 2023-05-01 | 281.992082394071 |
| 2023-06-01 | 282.047450024778 |
| 2023-07-01 | 281.134052879889 |
| 2023-08-01 | 280.936255636953 |
| 2023-09-01 | 281.125510906855 |
| 2023-10-01 | 280.304294358533 |
| 2023-11-01 | 279.040956980648 |
| 2023-12-01 | 279.933674832024 |
| 2024-01-01 | 281.287772206861 |
| 2024-02-01 | 279.560085179934 |
| 2024-03-01 | 278.367830508504 |
| 2024-04-01 | 276.816578269961 |
| 2024-05-01 | 274.898261633296 |
| 2024-06-01 | 274.461471102422 |
| 2024-07-01 | 275.285595040246 |
| 2024-08-01 | 273.938362964497 |
| 2024-09-01 | 272.751360809112 |
| 2024-10-01 | 273.114595053053 |
| 2024-11-01 | 272.278268223058 |
| 2024-12-01 | 270.650915206601 |
| 2025-01-01 | 269.081318178658 |
| 2025-02-01 | 269.051133742461 |
| 2025-03-01 | 268.161201388706 |
| 2025-04-01 | 269.156564352430 |
| 2025-05-01 | 268.115705472762 |
| 2025-06-01 | 266.406889722052 |
| 2025-07-01 | 267.419972787735 |
| 2025-08-01 | 267.044533844975 |
| 2025-09-01 | 265.678527438188 |
| 2025-10-01 | 265.691960072926 |
| 2025-11-01 | 265.387877811486 |
| 2025-12-01 | 265.786055870318 |
| 2026-01-01 | 267.209319682440 |
| 2026-02-01 | 265.657939028936 |
| 2026-03-01 | 265.980595306986 |
| 2026-04-01 | 265.750167945649 |
| 2026-05-01 | 266.020200973776 |
| 2026-06-01 | 266.043685920448 |