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 2026-07-01 |
| Last Updated | 2026-08-21 7:26 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 | 292.344902348348 |
| 1990-02-01 | 291.749966854479 |
| 1990-03-01 | 290.927610615073 |
| 1990-04-01 | 288.796795052696 |
| 1990-05-01 | 288.231350607582 |
| 1990-06-01 | 287.260159545195 |
| 1990-07-01 | 287.921621417530 |
| 1990-08-01 | 286.618779375469 |
| 1990-09-01 | 287.213555190101 |
| 1990-10-01 | 284.469346806691 |
| 1990-11-01 | 282.763213703879 |
| 1990-12-01 | 282.295339010549 |
| 1991-01-01 | 283.285220745653 |
| 1991-02-01 | 282.460126934172 |
| 1991-03-01 | 281.110110167409 |
| 1991-04-01 | 285.323163624784 |
| 1991-05-01 | 283.603915795342 |
| 1991-06-01 | 282.952799254012 |
| 1991-07-01 | 282.382558311194 |
| 1991-08-01 | 281.529955524042 |
| 1991-09-01 | 280.694273178626 |
| 1991-10-01 | 282.746552869983 |
| 1991-11-01 | 281.982903341481 |
| 1991-12-01 | 280.110325035410 |
| 1992-01-01 | 273.907832882921 |
| 1992-02-01 | 271.936294686020 |
| 1992-03-01 | 271.980478841088 |
| 1992-04-01 | 271.877715968225 |
| 1992-05-01 | 271.423814204062 |
| 1992-06-01 | 271.021422109045 |
| 1992-07-01 | 269.526369393822 |
| 1992-08-01 | 268.785919730278 |
| 1992-09-01 | 267.359684361928 |
| 1992-10-01 | 268.364064485321 |
| 1992-11-01 | 266.930905561476 |
| 1992-12-01 | 266.677986119905 |
| 1993-01-01 | 264.901724204762 |
| 1993-02-01 | 264.021556133950 |
| 1993-03-01 | 262.562276086558 |
| 1993-04-01 | 260.756242722368 |
| 1993-05-01 | 260.670651904746 |
| 1993-06-01 | 259.632356270457 |
| 1993-07-01 | 259.183714892071 |
| 1993-08-01 | 258.656351513810 |
| 1993-09-01 | 257.976908014444 |
| 1993-10-01 | 259.354353883851 |
| 1993-11-01 | 259.785705344059 |
| 1993-12-01 | 259.791987677254 |
| 1994-01-01 | 259.505923135700 |
| 1994-02-01 | 259.463460737655 |
| 1994-03-01 | 260.491599904002 |
| 1994-04-01 | 261.538746610742 |
| 1994-05-01 | 261.202777181669 |
| 1994-06-01 | 260.756305351693 |
| 1994-07-01 | 262.567208757920 |
| 1994-08-01 | 263.644269380932 |
| 1994-09-01 | 263.763329760394 |
| 1994-10-01 | 263.127596752719 |
| 1994-11-01 | 264.290340869514 |
| 1994-12-01 | 264.592552872210 |
| 1995-01-01 | 266.263155538497 |
| 1995-02-01 | 267.077316531667 |
| 1995-03-01 | 267.837983381823 |
| 1995-04-01 | 266.712529638509 |
| 1995-05-01 | 267.355675403722 |
| 1995-06-01 | 267.351138674088 |
| 1995-07-01 | 268.061360930907 |
| 1995-08-01 | 268.971296876263 |
| 1995-09-01 | 270.246883031129 |
| 1995-10-01 | 267.483091346150 |
| 1995-11-01 | 268.229107886494 |
| 1995-12-01 | 269.582018862574 |
| 1996-01-01 | 269.625219262857 |
| 1996-02-01 | 271.215702400193 |
| 1996-03-01 | 271.570764210802 |
| 1996-04-01 | 273.764088740667 |
| 1996-05-01 | 275.121324205150 |
| 1996-06-01 | 275.567050622330 |
| 1996-07-01 | 275.559609889030 |
| 1996-08-01 | 275.991965937335 |
| 1996-09-01 | 277.174780985944 |
| 1996-10-01 | 276.794382357261 |
| 1996-11-01 | 278.104207987511 |
| 1996-12-01 | 278.721033744356 |
| 1997-01-01 | 280.977944955867 |
| 1997-02-01 | 282.213846928369 |
| 1997-03-01 | 283.890514496380 |
| 1997-04-01 | 284.606498017415 |
| 1997-05-01 | 285.083609127878 |
| 1997-06-01 | 284.553434795598 |
| 1997-07-01 | 287.713932319966 |
| 1997-08-01 | 289.548593938351 |
| 1997-09-01 | 288.059983813493 |
| 1997-10-01 | 289.434180738481 |
| 1997-11-01 | 289.279280992189 |
| 1997-12-01 | 290.293992727122 |
| 1998-01-01 | 289.570366059893 |
| 1998-02-01 | 289.886366102587 |
| 1998-03-01 | 290.207843314436 |
| 1998-04-01 | 288.779349956432 |
| 1998-05-01 | 291.763845130961 |
| 1998-06-01 | 291.382089974770 |
| 1998-07-01 | 290.802970186627 |
| 1998-08-01 | 291.193011151519 |
| 1998-09-01 | 291.077369905761 |
| 1998-10-01 | 291.686597526970 |
| 1998-11-01 | 292.081325264331 |
| 1998-12-01 | 292.000908667872 |
| 1999-01-01 | 292.700344870020 |
| 1999-02-01 | 292.381963740160 |
| 1999-03-01 | 293.368165730091 |
| 1999-04-01 | 293.888791872703 |
| 1999-05-01 | 293.843648080916 |
| 1999-06-01 | 294.533406492053 |
| 1999-07-01 | 294.821860831465 |
| 1999-08-01 | 294.755910855593 |
| 1999-09-01 | 295.268206491357 |
| 1999-10-01 | 296.022123324930 |
| 1999-11-01 | 295.945494384591 |
| 1999-12-01 | 296.376462047738 |
| 2000-01-01 | 296.385864509085 |
| 2000-02-01 | 296.248771804219 |
| 2000-03-01 | 295.599313685387 |
| 2000-04-01 | 294.402972261725 |
| 2000-05-01 | 294.265174710114 |
| 2000-06-01 | 293.806753572713 |
| 2000-07-01 | 295.869778150139 |
| 2000-08-01 | 296.454160177498 |
| 2000-09-01 | 296.121473891313 |
| 2000-10-01 | 296.388905402610 |
| 2000-11-01 | 296.597204287901 |
| 2000-12-01 | 296.036944156841 |
| 2001-01-01 | 300.663020114474 |
| 2001-02-01 | 301.395586442481 |
| 2001-03-01 | 300.453428697775 |
| 2001-04-01 | 300.670691307207 |
| 2001-05-01 | 299.550870301577 |
| 2001-06-01 | 299.768800594148 |
| 2001-07-01 | 298.755821660726 |
| 2001-08-01 | 297.488342263255 |
| 2001-09-01 | 296.975678387346 |
| 2001-10-01 | 297.546818940122 |
| 2001-11-01 | 295.691890857672 |
| 2001-12-01 | 295.073644016348 |
| 2002-01-01 | 293.671390770354 |
| 2002-02-01 | 293.834334855070 |
| 2002-03-01 | 294.489921097469 |
| 2002-04-01 | 294.416935069144 |
| 2002-05-01 | 294.648675084418 |
| 2002-06-01 | 293.933670396101 |
| 2002-07-01 | 295.075373738618 |
| 2002-08-01 | 295.904482469227 |
| 2002-09-01 | 295.897675067573 |
| 2002-10-01 | 294.916328564873 |
| 2002-11-01 | 295.558393706995 |
| 2002-12-01 | 295.555627656204 |
| 2003-01-01 | 294.855497457052 |
| 2003-02-01 | 294.345830748367 |
| 2003-03-01 | 293.801351712603 |
| 2003-04-01 | 292.907832248617 |
| 2003-05-01 | 292.585723829392 |
| 2003-06-01 | 291.963308194312 |
| 2003-07-01 | 291.440201152315 |
| 2003-08-01 | 291.457487393605 |
| 2003-09-01 | 291.275219558369 |
| 2003-10-01 | 290.699215065393 |
| 2003-11-01 | 290.215546993778 |
| 2003-12-01 | 290.539172219486 |
| 2004-01-01 | 291.446533725649 |
| 2004-02-01 | 291.291128422667 |
| 2004-03-01 | 291.567555604315 |
| 2004-04-01 | 291.974165890726 |
| 2004-05-01 | 292.483759950167 |
| 2004-06-01 | 293.087954477485 |
| 2004-07-01 | 292.948579065760 |
| 2004-08-01 | 292.551538347787 |
| 2004-09-01 | 291.804353092065 |
| 2004-10-01 | 294.005095620923 |
| 2004-11-01 | 294.452191542350 |
| 2004-12-01 | 292.968276553160 |
| 2005-01-01 | 294.789062665388 |
| 2005-02-01 | 294.754591662094 |
| 2005-03-01 | 294.520987998327 |
| 2005-04-01 | 296.674825187181 |
| 2005-05-01 | 297.497909571602 |
| 2005-06-01 | 297.509033862062 |
| 2005-07-01 | 297.577097220147 |
| 2005-08-01 | 298.170147445548 |
| 2005-09-01 | 298.124471722276 |
| 2005-10-01 | 298.914769577505 |
| 2005-11-01 | 299.557043600639 |
| 2005-12-01 | 300.284572114306 |
| 2006-01-01 | 300.263405007432 |
| 2006-02-01 | 301.402388684426 |
| 2006-03-01 | 301.717721705990 |
| 2006-04-01 | 302.494964422260 |
| 2006-05-01 | 303.454171216417 |
| 2006-06-01 | 304.152015401813 |
| 2006-07-01 | 305.472085938345 |
| 2006-08-01 | 306.057700791147 |
| 2006-09-01 | 306.950988361146 |
| 2006-10-01 | 306.737412262247 |
| 2006-11-01 | 307.273119143289 |
| 2006-12-01 | 308.159117619198 |
| 2007-01-01 | 309.914244641156 |
| 2007-02-01 | 310.418129284510 |
| 2007-03-01 | 310.957916221515 |
| 2007-04-01 | 310.459708458131 |
| 2007-05-01 | 310.484457049421 |
| 2007-06-01 | 310.580385822912 |
| 2007-07-01 | 311.376377108829 |
| 2007-08-01 | 311.689627357382 |
| 2007-09-01 | 311.713626226941 |
| 2007-10-01 | 312.155196348058 |
| 2007-11-01 | 312.321947464611 |
| 2007-12-01 | 312.970922037998 |
| 2008-01-01 | 312.928703045157 |
| 2008-02-01 | 312.816716795527 |
| 2008-03-01 | 312.336192863493 |
| 2008-04-01 | 311.962324199676 |
| 2008-05-01 | 310.452151090058 |
| 2008-06-01 | 309.852390059754 |
| 2008-07-01 | 308.667404594607 |
| 2008-08-01 | 307.017308638867 |
| 2008-09-01 | 306.075706656500 |
| 2008-10-01 | 304.017007611510 |
| 2008-11-01 | 301.386054855635 |
| 2008-12-01 | 298.888987658099 |
| 2009-01-01 | 294.394766719181 |
| 2009-02-01 | 291.273486049213 |
| 2009-03-01 | 288.174487401839 |
| 2009-04-01 | 284.594712745686 |
| 2009-05-01 | 283.162571539034 |
| 2009-06-01 | 282.015091624261 |
| 2009-07-01 | 278.106749726350 |
| 2009-08-01 | 276.914290802035 |
| 2009-09-01 | 275.614234807994 |
| 2009-10-01 | 275.658169429745 |
| 2009-11-01 | 275.042009622562 |
| 2009-12-01 | 275.007837947929 |
| 2010-01-01 | 275.822474099388 |
| 2010-02-01 | 275.755990601188 |
| 2010-03-01 | 275.525037387044 |
| 2010-04-01 | 277.339980438075 |
| 2010-05-01 | 278.273795368769 |
| 2010-06-01 | 278.497698354139 |
| 2010-07-01 | 278.712308333374 |
| 2010-08-01 | 278.949953644909 |
| 2010-09-01 | 278.986208051666 |
| 2010-10-01 | 279.405807087404 |
| 2010-11-01 | 279.534621953190 |
| 2010-12-01 | 279.158253031335 |
| 2011-01-01 | 279.573242493952 |
| 2011-02-01 | 279.879884392192 |
| 2011-03-01 | 279.151261851687 |
| 2011-04-01 | 280.328573636827 |
| 2011-05-01 | 280.247311529684 |
| 2011-06-01 | 279.998500916914 |
| 2011-07-01 | 280.592496164102 |
| 2011-08-01 | 280.761370454374 |
| 2011-09-01 | 281.683703494490 |
| 2011-10-01 | 280.225592759594 |
| 2011-11-01 | 280.132947573624 |
| 2011-12-01 | 280.284016249725 |
| 2012-01-01 | 280.342501445169 |
| 2012-02-01 | 280.530515582432 |
| 2012-03-01 | 280.717597820255 |
| 2012-04-01 | 285.140200773627 |
| 2012-05-01 | 286.233609319708 |
| 2012-06-01 | 286.776189106611 |
| 2012-07-01 | 287.121934688224 |
| 2012-08-01 | 287.761865860284 |
| 2012-09-01 | 288.257841778350 |
| 2012-10-01 | 288.847897105542 |
| 2012-11-01 | 289.549909255502 |
| 2012-12-01 | 290.483844339639 |
| 2013-01-01 | 291.307462264953 |
| 2013-02-01 | 291.949365538252 |
| 2013-03-01 | 292.973015258946 |
| 2013-04-01 | 293.851709282748 |
| 2013-05-01 | 294.338735051181 |
| 2013-06-01 | 295.497731075411 |
| 2013-07-01 | 295.363655705542 |
| 2013-08-01 | 295.385663248510 |
| 2013-09-01 | 295.682249421239 |
| 2013-10-01 | 296.327842782715 |
| 2013-11-01 | 297.167789351342 |
| 2013-12-01 | 297.998941423187 |
| 2014-01-01 | 298.212218650735 |
| 2014-02-01 | 298.706468569291 |
| 2014-03-01 | 298.715372796327 |
| 2014-04-01 | 297.920396099549 |
| 2014-05-01 | 298.505546077712 |
| 2014-06-01 | 298.901566496646 |
| 2014-07-01 | 299.275016200997 |
| 2014-08-01 | 300.777854405185 |
| 2014-09-01 | 301.745628552062 |
| 2014-10-01 | 301.951347319556 |
| 2014-11-01 | 302.717388477046 |
| 2014-12-01 | 302.477208321008 |
| 2015-01-01 | 302.282743945186 |
| 2015-02-01 | 302.693323263414 |
| 2015-03-01 | 302.569582930068 |
| 2015-04-01 | 302.367315110864 |
| 2015-05-01 | 302.385728782323 |
| 2015-06-01 | 302.788593149336 |
| 2015-07-01 | 304.081407167224 |
| 2015-08-01 | 303.914114538570 |
| 2015-09-01 | 303.831318505751 |
| 2015-10-01 | 303.938129653360 |
| 2015-11-01 | 303.755529408205 |
| 2015-12-01 | 303.393167996412 |
| 2016-01-01 | 303.565248429835 |
| 2016-02-01 | 303.229316705863 |
| 2016-03-01 | 301.432033104346 |
| 2016-04-01 | 302.889243459223 |
| 2016-05-01 | 302.741838631273 |
| 2016-06-01 | 301.837055748265 |
| 2016-07-01 | 304.347364136045 |
| 2016-08-01 | 304.086442879700 |
| 2016-09-01 | 304.077520153793 |
| 2016-10-01 | 302.299361105519 |
| 2016-11-01 | 301.784734036139 |
| 2016-12-01 | 301.907161499706 |
| 2017-01-01 | 301.604490981275 |
| 2017-02-01 | 301.481321469098 |
| 2017-03-01 | 302.431992904137 |
| 2017-04-01 | 302.726357293584 |
| 2017-05-01 | 302.997166430426 |
| 2017-06-01 | 303.540872191452 |
| 2017-07-01 | 302.784141122084 |
| 2017-08-01 | 302.476038094701 |
| 2017-09-01 | 302.910291588775 |
| 2017-10-01 | 303.123071180976 |
| 2017-11-01 | 303.282446512530 |
| 2017-12-01 | 303.684236395025 |
| 2018-01-01 | 304.621837959790 |
| 2018-02-01 | 305.158968592193 |
| 2018-03-01 | 305.244033192377 |
| 2018-04-01 | 305.454863197739 |
| 2018-05-01 | 305.941991204349 |
| 2018-06-01 | 306.203764999715 |
| 2018-07-01 | 306.653622282327 |
| 2018-08-01 | 306.336041776325 |
| 2018-09-01 | 306.334977083793 |
| 2018-10-01 | 306.502669660975 |
| 2018-11-01 | 306.554799609667 |
| 2018-12-01 | 306.117744381705 |
| 2019-01-01 | 304.271109005617 |
| 2019-02-01 | 304.802120192023 |
| 2019-03-01 | 304.490983810549 |
| 2019-04-01 | 304.007260845910 |
| 2019-05-01 | 303.750485205985 |
| 2019-06-01 | 303.471047892728 |
| 2019-07-01 | 303.122260709808 |
| 2019-08-01 | 302.906627169470 |
| 2019-09-01 | 301.762340447375 |
| 2019-10-01 | 301.681393681004 |
| 2019-11-01 | 301.822970051100 |
| 2019-12-01 | 301.935203092389 |
| 2020-01-01 | 301.583342007064 |
| 2020-02-01 | 301.744386746793 |
| 2020-03-01 | 297.607887981319 |
| 2020-04-01 | 257.092354066946 |
| 2020-05-01 | 264.093144802353 |
| 2020-06-01 | 269.532903638721 |
| 2020-07-01 | 269.026900991607 |
| 2020-08-01 | 270.974961210496 |
| 2020-09-01 | 272.439740955982 |
| 2020-10-01 | 276.695554033202 |
| 2020-11-01 | 277.334866134927 |
| 2020-12-01 | 276.169600042056 |
| 2021-01-01 | 275.556665233932 |
| 2021-02-01 | 277.536975700583 |
| 2021-03-01 | 277.992299955654 |
| 2021-04-01 | 278.995800236616 |
| 2021-05-01 | 278.939161137892 |
| 2021-06-01 | 277.923600338644 |
| 2021-07-01 | 281.352279135445 |
| 2021-08-01 | 281.497760738714 |
| 2021-09-01 | 278.972467696606 |
| 2021-10-01 | 283.727266863651 |
| 2021-11-01 | 284.184171435282 |
| 2021-12-01 | 284.762273634394 |
| 2022-01-01 | 282.364482326694 |
| 2022-02-01 | 284.314887862337 |
| 2022-03-01 | 284.250886439534 |
| 2022-04-01 | 284.787020042284 |
| 2022-05-01 | 284.950157465238 |
| 2022-06-01 | 284.626023236124 |
| 2022-07-01 | 283.604636769554 |
| 2022-08-01 | 283.283797670351 |
| 2022-09-01 | 283.064178834648 |
| 2022-10-01 | 282.083466712888 |
| 2022-11-01 | 281.781410639304 |
| 2022-12-01 | 281.864670527222 |
| 2023-01-01 | 282.183130571080 |
| 2023-02-01 | 281.777077892302 |
| 2023-03-01 | 282.297991941087 |
| 2023-04-01 | 281.802749415125 |
| 2023-05-01 | 282.158585491007 |
| 2023-06-01 | 282.042190053888 |
| 2023-07-01 | 281.064746969838 |
| 2023-08-01 | 280.903435747814 |
| 2023-09-01 | 281.102249063412 |
| 2023-10-01 | 280.248730961700 |
| 2023-11-01 | 278.991298309321 |
| 2023-12-01 | 279.887327563349 |
| 2024-01-01 | 281.238728654291 |
| 2024-02-01 | 279.581108230942 |
| 2024-03-01 | 278.437521505830 |
| 2024-04-01 | 276.918031517230 |
| 2024-05-01 | 275.136281328283 |
| 2024-06-01 | 274.460447787648 |
| 2024-07-01 | 275.159482755708 |
| 2024-08-01 | 273.883203568302 |
| 2024-09-01 | 272.703429565529 |
| 2024-10-01 | 273.034283453316 |
| 2024-11-01 | 272.206045307337 |
| 2024-12-01 | 270.586628655012 |
| 2025-01-01 | 269.023018816070 |
| 2025-02-01 | 269.084265427361 |
| 2025-03-01 | 268.264498577031 |
| 2025-04-01 | 269.314846482453 |
| 2025-05-01 | 268.439594708060 |
| 2025-06-01 | 266.407297028647 |
| 2025-07-01 | 267.216290733317 |
| 2025-08-01 | 266.964541859024 |
| 2025-09-01 | 265.611772395880 |
| 2025-10-01 | 265.588819202732 |
| 2025-11-01 | 265.298903624981 |
| 2025-12-01 | 265.711620247001 |
| 2026-01-01 | 267.146878792223 |
| 2026-02-01 | 265.704499174418 |
| 2026-03-01 | 266.116528440470 |
| 2026-04-01 | 265.954426489573 |
| 2026-05-01 | 266.393038932677 |
| 2026-06-01 | 267.344998261555 |
| 2026-07-01 | 268.085989365789 |