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 2026-08-01 |
| Last Updated | 2026-09-18 10:57 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 | 292.3439042187 |
| 1990-02-01 | 291.7500991229 |
| 1990-03-01 | 290.9273421233 |
| 1990-04-01 | 288.7957630052 |
| 1990-05-01 | 288.2307446676 |
| 1990-06-01 | 287.2599084918 |
| 1990-07-01 | 287.9218085977 |
| 1990-08-01 | 286.6192473760 |
| 1990-09-01 | 287.2138079379 |
| 1990-10-01 | 284.4692212602 |
| 1990-11-01 | 282.7637365873 |
| 1990-12-01 | 282.2969389751 |
| 1991-01-01 | 283.2843377543 |
| 1991-02-01 | 282.4602294353 |
| 1991-03-01 | 281.1098562628 |
| 1991-04-01 | 285.3221979751 |
| 1991-05-01 | 283.6033607814 |
| 1991-06-01 | 282.9525627052 |
| 1991-07-01 | 282.3827106315 |
| 1991-08-01 | 281.5303522969 |
| 1991-09-01 | 280.6944306302 |
| 1991-10-01 | 282.7465123703 |
| 1991-11-01 | 281.9833733997 |
| 1991-12-01 | 280.1117482635 |
| 1992-01-01 | 273.9071141389 |
| 1992-02-01 | 271.9364169959 |
| 1992-03-01 | 271.9802494263 |
| 1992-04-01 | 271.8768710131 |
| 1992-05-01 | 271.4233526265 |
| 1992-06-01 | 271.0212161122 |
| 1992-07-01 | 269.5264571981 |
| 1992-08-01 | 268.7861862031 |
| 1992-09-01 | 267.3596412612 |
| 1992-10-01 | 268.3642176262 |
| 1992-11-01 | 266.9313710129 |
| 1992-12-01 | 266.6790751903 |
| 1993-01-01 | 264.9011756638 |
| 1993-02-01 | 264.0217431185 |
| 1993-03-01 | 262.5620253896 |
| 1993-04-01 | 260.7556247413 |
| 1993-05-01 | 260.6703256480 |
| 1993-06-01 | 259.6321819782 |
| 1993-07-01 | 259.1837171403 |
| 1993-08-01 | 258.6564441589 |
| 1993-09-01 | 257.9766248143 |
| 1993-10-01 | 259.3547454146 |
| 1993-11-01 | 259.7861451708 |
| 1993-12-01 | 259.7926700385 |
| 1994-01-01 | 259.5056614938 |
| 1994-02-01 | 259.4636485044 |
| 1994-03-01 | 260.4913800088 |
| 1994-04-01 | 261.5383391617 |
| 1994-05-01 | 261.2025856894 |
| 1994-06-01 | 260.7561584989 |
| 1994-07-01 | 262.5671256553 |
| 1994-08-01 | 263.6441917954 |
| 1994-09-01 | 263.7628464824 |
| 1994-10-01 | 263.1281845644 |
| 1994-11-01 | 264.2907537724 |
| 1994-12-01 | 264.5928987875 |
| 1995-01-01 | 266.2631350481 |
| 1995-02-01 | 267.0774607766 |
| 1995-03-01 | 267.8377844612 |
| 1995-04-01 | 266.7123450311 |
| 1995-05-01 | 267.3555800724 |
| 1995-06-01 | 267.3510021779 |
| 1995-07-01 | 268.0612175709 |
| 1995-08-01 | 268.9710937569 |
| 1995-09-01 | 270.2463511400 |
| 1995-10-01 | 267.4837395174 |
| 1995-11-01 | 268.2294277883 |
| 1995-12-01 | 269.5821794724 |
| 1996-01-01 | 269.6253726421 |
| 1996-02-01 | 271.2157786707 |
| 1996-03-01 | 271.5706361601 |
| 1996-04-01 | 273.7640242003 |
| 1996-05-01 | 275.1212694412 |
| 1996-06-01 | 275.5669271397 |
| 1996-07-01 | 275.5594479639 |
| 1996-08-01 | 275.9917155138 |
| 1996-09-01 | 277.1743148941 |
| 1996-10-01 | 276.7949519132 |
| 1996-11-01 | 278.1044611382 |
| 1996-12-01 | 278.7211477465 |
| 1997-01-01 | 280.9780728624 |
| 1997-02-01 | 282.2139111420 |
| 1997-03-01 | 283.8904228805 |
| 1997-04-01 | 284.6065068534 |
| 1997-05-01 | 285.0835694127 |
| 1997-06-01 | 284.5533351591 |
| 1997-07-01 | 287.7137969314 |
| 1997-08-01 | 289.5483881427 |
| 1997-09-01 | 288.0596733328 |
| 1997-10-01 | 289.4345521285 |
| 1997-11-01 | 289.2794478803 |
| 1997-12-01 | 290.2940417162 |
| 1998-01-01 | 289.5704838147 |
| 1998-02-01 | 289.8864091454 |
| 1998-03-01 | 290.2078028389 |
| 1998-04-01 | 288.7793835547 |
| 1998-05-01 | 291.7638145802 |
| 1998-06-01 | 291.3820287860 |
| 1998-07-01 | 290.8028875441 |
| 1998-08-01 | 291.1928880895 |
| 1998-09-01 | 291.0771823747 |
| 1998-10-01 | 291.6867705193 |
| 1998-11-01 | 292.0814097744 |
| 1998-12-01 | 292.0009076520 |
| 1999-01-01 | 292.7004497934 |
| 1999-02-01 | 292.3819811326 |
| 1999-03-01 | 293.3681728722 |
| 1999-04-01 | 293.8888450276 |
| 1999-05-01 | 293.8436231830 |
| 1999-06-01 | 294.5333697114 |
| 1999-07-01 | 294.8218231964 |
| 1999-08-01 | 294.7558568981 |
| 1999-09-01 | 295.2681348684 |
| 1999-10-01 | 296.0221477211 |
| 1999-11-01 | 295.9454898868 |
| 1999-12-01 | 296.3764185237 |
| 2000-01-01 | 296.3859732849 |
| 2000-02-01 | 296.2487833635 |
| 2000-03-01 | 295.5993480472 |
| 2000-04-01 | 294.4030376875 |
| 2000-05-01 | 294.2651570709 |
| 2000-06-01 | 293.8067322597 |
| 2000-07-01 | 295.8697665710 |
| 2000-08-01 | 296.4541345557 |
| 2000-09-01 | 296.1214270229 |
| 2000-10-01 | 296.3888879529 |
| 2000-11-01 | 296.5971671463 |
| 2000-12-01 | 296.0368917341 |
| 2001-01-01 | 300.6631178953 |
| 2001-02-01 | 301.3955976190 |
| 2001-03-01 | 300.4534731306 |
| 2001-04-01 | 300.6707478482 |
| 2001-05-01 | 299.5508607266 |
| 2001-06-01 | 299.7687768847 |
| 2001-07-01 | 298.7558179902 |
| 2001-08-01 | 297.4883286797 |
| 2001-09-01 | 296.9756510101 |
| 2001-10-01 | 297.5467978987 |
| 2001-11-01 | 295.6918464663 |
| 2001-12-01 | 295.0735844747 |
| 2002-01-01 | 293.6714840461 |
| 2002-02-01 | 293.8343444063 |
| 2002-03-01 | 294.4899671019 |
| 2002-04-01 | 294.4169717941 |
| 2002-05-01 | 294.6486695673 |
| 2002-06-01 | 293.9336465318 |
| 2002-07-01 | 295.0753696516 |
| 2002-08-01 | 295.9044728505 |
| 2002-09-01 | 295.8976543520 |
| 2002-10-01 | 294.9163169057 |
| 2002-11-01 | 295.5583612458 |
| 2002-12-01 | 295.5555856804 |
| 2003-01-01 | 294.8555663989 |
| 2003-02-01 | 294.3458375895 |
| 2003-03-01 | 293.8013840086 |
| 2003-04-01 | 292.9078574759 |
| 2003-05-01 | 292.5857215456 |
| 2003-06-01 | 291.9632820849 |
| 2003-07-01 | 291.4401976075 |
| 2003-08-01 | 291.4574829272 |
| 2003-09-01 | 291.2752058502 |
| 2003-10-01 | 290.6992114876 |
| 2003-11-01 | 290.2155288647 |
| 2003-12-01 | 290.5391494272 |
| 2004-01-01 | 291.4465719848 |
| 2004-02-01 | 291.2911327234 |
| 2004-03-01 | 291.5675747934 |
| 2004-04-01 | 291.9741802026 |
| 2004-05-01 | 292.4837612986 |
| 2004-06-01 | 293.0879345473 |
| 2004-07-01 | 292.9485749906 |
| 2004-08-01 | 292.5515361722 |
| 2004-09-01 | 291.8043450162 |
| 2004-10-01 | 294.0050955748 |
| 2004-11-01 | 294.4521857313 |
| 2004-12-01 | 292.9682727340 |
| 2005-01-01 | 294.7890713034 |
| 2005-02-01 | 294.7545956809 |
| 2005-03-01 | 294.5209964802 |
| 2005-04-01 | 296.6748325780 |
| 2005-05-01 | 297.4979121256 |
| 2005-06-01 | 297.5090218792 |
| 2005-07-01 | 297.5770951256 |
| 2005-08-01 | 298.1701468476 |
| 2005-09-01 | 298.1244677381 |
| 2005-10-01 | 298.9147697128 |
| 2005-11-01 | 299.5570419450 |
| 2005-12-01 | 300.2845705976 |
| 2006-01-01 | 300.2634065116 |
| 2006-02-01 | 301.4023902267 |
| 2006-03-01 | 301.7177271927 |
| 2006-04-01 | 302.4949693933 |
| 2006-05-01 | 303.4541717738 |
| 2006-06-01 | 304.1520123001 |
| 2006-07-01 | 305.4720845218 |
| 2006-08-01 | 306.0576998498 |
| 2006-09-01 | 306.9509861300 |
| 2006-10-01 | 306.7374085184 |
| 2006-11-01 | 307.2731176354 |
| 2006-12-01 | 308.1591158189 |
| 2007-01-01 | 309.9142452592 |
| 2007-02-01 | 310.4181298407 |
| 2007-03-01 | 310.9579262821 |
| 2007-04-01 | 310.4597121673 |
| 2007-05-01 | 310.4844565452 |
| 2007-06-01 | 310.5803851574 |
| 2007-07-01 | 311.3763764009 |
| 2007-08-01 | 311.6896262146 |
| 2007-09-01 | 311.7136233192 |
| 2007-10-01 | 312.1551879414 |
| 2007-11-01 | 312.3219446528 |
| 2007-12-01 | 312.9709195146 |
| 2008-01-01 | 312.9287024181 |
| 2008-02-01 | 312.8167153951 |
| 2008-03-01 | 312.3362211940 |
| 2008-04-01 | 311.9623240770 |
| 2008-05-01 | 310.4521481413 |
| 2008-06-01 | 309.8523904481 |
| 2008-07-01 | 308.6674037300 |
| 2008-08-01 | 307.0173062287 |
| 2008-09-01 | 306.0756986775 |
| 2008-10-01 | 304.0169912675 |
| 2008-11-01 | 301.3860465691 |
| 2008-12-01 | 298.8889820283 |
| 2009-01-01 | 294.3947671074 |
| 2009-02-01 | 291.2734919644 |
| 2009-03-01 | 288.1745524638 |
| 2009-04-01 | 284.5947219296 |
| 2009-05-01 | 283.1625695916 |
| 2009-06-01 | 282.0150820892 |
| 2009-07-01 | 278.1067319445 |
| 2009-08-01 | 276.9142702899 |
| 2009-09-01 | 275.6142047612 |
| 2009-10-01 | 275.6581279821 |
| 2009-11-01 | 275.0419752293 |
| 2009-12-01 | 275.0078208027 |
| 2010-01-01 | 275.8224990939 |
| 2010-02-01 | 275.7560601500 |
| 2010-03-01 | 275.5252315033 |
| 2010-04-01 | 277.3400815003 |
| 2010-05-01 | 278.2737986164 |
| 2010-06-01 | 278.4975908437 |
| 2010-07-01 | 278.7121450797 |
| 2010-08-01 | 278.9498133237 |
| 2010-09-01 | 278.9861208710 |
| 2010-10-01 | 279.4057556667 |
| 2010-11-01 | 279.5345814736 |
| 2010-12-01 | 279.1582326054 |
| 2011-01-01 | 279.5733535274 |
| 2011-02-01 | 279.8801278083 |
| 2011-03-01 | 279.1516951268 |
| 2011-04-01 | 280.3289423852 |
| 2011-05-01 | 280.2473817750 |
| 2011-06-01 | 279.9983110274 |
| 2011-07-01 | 280.5914178910 |
| 2011-08-01 | 280.7611301456 |
| 2011-09-01 | 281.6836478205 |
| 2011-10-01 | 280.2256853086 |
| 2011-11-01 | 280.1328236061 |
| 2011-12-01 | 280.2840467935 |
| 2012-01-01 | 280.3427691901 |
| 2012-02-01 | 280.5310414183 |
| 2012-03-01 | 280.7182737143 |
| 2012-04-01 | 285.1409606965 |
| 2012-05-01 | 286.2341585630 |
| 2012-06-01 | 286.7766334136 |
| 2012-07-01 | 287.1173714307 |
| 2012-08-01 | 287.7622307904 |
| 2012-09-01 | 288.2582077028 |
| 2012-10-01 | 288.8482651183 |
| 2012-11-01 | 289.5497666521 |
| 2012-12-01 | 290.4840337827 |
| 2013-01-01 | 291.3078385730 |
| 2013-02-01 | 291.9500212301 |
| 2013-03-01 | 292.9739410483 |
| 2013-04-01 | 293.8528255519 |
| 2013-05-01 | 294.3398959383 |
| 2013-06-01 | 295.4990694323 |
| 2013-07-01 | 295.3552102542 |
| 2013-08-01 | 295.3863126150 |
| 2013-09-01 | 295.6837056310 |
| 2013-10-01 | 296.3283403738 |
| 2013-11-01 | 297.1676435597 |
| 2013-12-01 | 297.9994642382 |
| 2014-01-01 | 298.2129311238 |
| 2014-02-01 | 298.7062302514 |
| 2014-03-01 | 298.7167007567 |
| 2014-04-01 | 297.9217753785 |
| 2014-05-01 | 298.5070608506 |
| 2014-06-01 | 298.9045578021 |
| 2014-07-01 | 299.2631690393 |
| 2014-08-01 | 300.7785658623 |
| 2014-09-01 | 301.7479920725 |
| 2014-10-01 | 301.9518232614 |
| 2014-11-01 | 302.7173207251 |
| 2014-12-01 | 302.4780456775 |
| 2015-01-01 | 302.2838010488 |
| 2015-02-01 | 302.6921513869 |
| 2015-03-01 | 302.5713758442 |
| 2015-04-01 | 302.3688956801 |
| 2015-05-01 | 302.3871957057 |
| 2015-06-01 | 302.7924419964 |
| 2015-07-01 | 304.0685485747 |
| 2015-08-01 | 303.9139936705 |
| 2015-09-01 | 303.8340890600 |
| 2015-10-01 | 303.9384240423 |
| 2015-11-01 | 303.7554856632 |
| 2015-12-01 | 303.3942302168 |
| 2016-01-01 | 303.5672364260 |
| 2016-02-01 | 303.2274582931 |
| 2016-03-01 | 301.4345606668 |
| 2016-04-01 | 302.8912355297 |
| 2016-05-01 | 302.7430317415 |
| 2016-06-01 | 301.8409567454 |
| 2016-07-01 | 304.3338656710 |
| 2016-08-01 | 304.0851212008 |
| 2016-09-01 | 304.0796654130 |
| 2016-10-01 | 302.2996111868 |
| 2016-11-01 | 301.7850581218 |
| 2016-12-01 | 301.9084135528 |
| 2017-01-01 | 301.6075362968 |
| 2017-02-01 | 301.4805405670 |
| 2017-03-01 | 302.4355925745 |
| 2017-04-01 | 302.7291885349 |
| 2017-05-01 | 302.9986147058 |
| 2017-06-01 | 303.5439487607 |
| 2017-07-01 | 302.7663993404 |
| 2017-08-01 | 302.4737327361 |
| 2017-09-01 | 302.9115897719 |
| 2017-10-01 | 303.1243512263 |
| 2017-11-01 | 303.2837947355 |
| 2017-12-01 | 303.6852140834 |
| 2018-01-01 | 304.6271553316 |
| 2018-02-01 | 305.1597480907 |
| 2018-03-01 | 305.2485617760 |
| 2018-04-01 | 305.4580791888 |
| 2018-05-01 | 305.9474291169 |
| 2018-06-01 | 306.2058187062 |
| 2018-07-01 | 306.6244157820 |
| 2018-08-01 | 306.3341567501 |
| 2018-09-01 | 306.3354911125 |
| 2018-10-01 | 306.5052788305 |
| 2018-11-01 | 306.5574382951 |
| 2018-12-01 | 306.1190888502 |
| 2019-01-01 | 304.2788002755 |
| 2019-02-01 | 304.8061836300 |
| 2019-03-01 | 304.4976178525 |
| 2019-04-01 | 304.0120816235 |
| 2019-05-01 | 303.7599464800 |
| 2019-06-01 | 303.4696328749 |
| 2019-07-01 | 303.0788232425 |
| 2019-08-01 | 302.9037542228 |
| 2019-09-01 | 301.7619616189 |
| 2019-10-01 | 301.6863502535 |
| 2019-11-01 | 301.8279681124 |
| 2019-12-01 | 301.9376855922 |
| 2020-01-01 | 301.5943367023 |
| 2020-02-01 | 301.7525753748 |
| 2020-03-01 | 297.6174158588 |
| 2020-04-01 | 257.0993310264 |
| 2020-05-01 | 264.1070263013 |
| 2020-06-01 | 269.5289680603 |
| 2020-07-01 | 268.9584471643 |
| 2020-08-01 | 270.9726315851 |
| 2020-09-01 | 272.4403557388 |
| 2020-10-01 | 276.7033115875 |
| 2020-11-01 | 277.3442135575 |
| 2020-12-01 | 276.1749661375 |
| 2021-01-01 | 275.5744020865 |
| 2021-02-01 | 277.5524341790 |
| 2021-03-01 | 278.0040287388 |
| 2021-04-01 | 279.0016930012 |
| 2021-05-01 | 278.9580395278 |
| 2021-06-01 | 277.9228356690 |
| 2021-07-01 | 281.2199416832 |
| 2021-08-01 | 281.5030359880 |
| 2021-09-01 | 278.9954018476 |
| 2021-10-01 | 283.7399195579 |
| 2021-11-01 | 284.1970216743 |
| 2021-12-01 | 284.7742912192 |
| 2022-01-01 | 282.4052720451 |
| 2022-02-01 | 284.3333561226 |
| 2022-03-01 | 284.2599080152 |
| 2022-04-01 | 284.7874265079 |
| 2022-05-01 | 284.9592912933 |
| 2022-06-01 | 284.6163661699 |
| 2022-07-01 | 283.3997830297 |
| 2022-08-01 | 283.3144963299 |
| 2022-09-01 | 283.1107127745 |
| 2022-10-01 | 282.1076045010 |
| 2022-11-01 | 281.8065508581 |
| 2022-12-01 | 281.8919251360 |
| 2023-01-01 | 282.2539160357 |
| 2023-02-01 | 281.8008460089 |
| 2023-03-01 | 282.3016809672 |
| 2023-04-01 | 281.7913027262 |
| 2023-05-01 | 282.1408287497 |
| 2023-06-01 | 281.9944429083 |
| 2023-07-01 | 280.7670666409 |
| 2023-08-01 | 280.9874744006 |
| 2023-09-01 | 281.1891268219 |
| 2023-10-01 | 280.2945838023 |
| 2023-11-01 | 279.0362266480 |
| 2023-12-01 | 279.9376723030 |
| 2024-01-01 | 281.3405216114 |
| 2024-02-01 | 279.6093067917 |
| 2024-03-01 | 278.4357413371 |
| 2024-04-01 | 276.8915472822 |
| 2024-05-01 | 275.0752243569 |
| 2024-06-01 | 274.3539233601 |
| 2024-07-01 | 274.8030475285 |
| 2024-08-01 | 273.9973107591 |
| 2024-09-01 | 272.8248032621 |
| 2024-10-01 | 273.1087261409 |
| 2024-11-01 | 272.2792740903 |
| 2024-12-01 | 270.6634814630 |
| 2025-01-01 | 269.1496424819 |
| 2025-02-01 | 269.1219708865 |
| 2025-03-01 | 268.2590080112 |
| 2025-04-01 | 269.2718749203 |
| 2025-05-01 | 268.3416476789 |
| 2025-06-01 | 266.2436068644 |
| 2025-07-01 | 266.7979385498 |
| 2025-08-01 | 267.0940413742 |
| 2025-09-01 | 265.7782358689 |
| 2025-10-01 | 265.6910461909 |
| 2025-11-01 | 265.3953464134 |
| 2025-12-01 | 265.8119003723 |
| 2026-01-01 | 267.2956612779 |
| 2026-02-01 | 265.7476073050 |
| 2026-03-01 | 266.1087908425 |
| 2026-04-01 | 265.9000058814 |
| 2026-05-01 | 266.2627955470 |
| 2026-06-01 | 267.1353595281 |
| 2026-07-01 | 267.5585502057 |
| 2026-08-01 | 266.7062472958 |