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 2026-05-01 |
| Last Updated | 2026-06-24 10:46 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 | 292.343404394604 |
| 1990-02-01 | 291.750337956954 |
| 1990-03-01 | 290.927307344476 |
| 1990-04-01 | 288.794898822882 |
| 1990-05-01 | 288.230203573400 |
| 1990-06-01 | 287.259622135817 |
| 1990-07-01 | 287.921866497266 |
| 1990-08-01 | 286.619484599086 |
| 1990-09-01 | 287.214152698573 |
| 1990-10-01 | 284.469113093475 |
| 1990-11-01 | 282.764083044554 |
| 1990-12-01 | 282.297989095028 |
| 1991-01-01 | 283.283895167962 |
| 1991-02-01 | 282.460429634930 |
| 1991-03-01 | 281.109812452256 |
| 1991-04-01 | 285.321387285274 |
| 1991-05-01 | 283.602870921705 |
| 1991-06-01 | 282.952295445371 |
| 1991-07-01 | 282.382760594443 |
| 1991-08-01 | 281.530559996497 |
| 1991-09-01 | 280.694727881495 |
| 1991-10-01 | 282.746441245857 |
| 1991-11-01 | 281.983682611251 |
| 1991-12-01 | 280.112677201772 |
| 1992-01-01 | 273.906739889005 |
| 1992-02-01 | 271.936597665277 |
| 1992-03-01 | 271.980201896689 |
| 1992-04-01 | 271.876153451966 |
| 1992-05-01 | 271.422954935992 |
| 1992-06-01 | 271.020994788163 |
| 1992-07-01 | 269.526488232307 |
| 1992-08-01 | 268.786344603470 |
| 1992-09-01 | 267.359843602881 |
| 1992-10-01 | 268.364222860702 |
| 1992-11-01 | 266.931660415853 |
| 1992-12-01 | 266.679775808190 |
| 1993-01-01 | 264.900865775297 |
| 1993-02-01 | 264.021921968284 |
| 1993-03-01 | 262.561924493653 |
| 1993-04-01 | 260.755102967142 |
| 1993-05-01 | 260.670056193729 |
| 1993-06-01 | 259.632012830786 |
| 1993-07-01 | 259.183722971208 |
| 1993-08-01 | 258.656532812065 |
| 1993-09-01 | 257.976694056440 |
| 1993-10-01 | 259.354842985839 |
| 1993-11-01 | 259.786397769625 |
| 1993-12-01 | 259.793095565986 |
| 1994-01-01 | 259.505491873752 |
| 1994-02-01 | 259.463786750323 |
| 1994-03-01 | 260.491271913684 |
| 1994-04-01 | 261.537997120864 |
| 1994-05-01 | 261.202443414249 |
| 1994-06-01 | 260.756043075159 |
| 1994-07-01 | 262.567101570813 |
| 1994-08-01 | 263.644202884121 |
| 1994-09-01 | 263.762793616939 |
| 1994-10-01 | 263.128369908172 |
| 1994-11-01 | 264.290959954746 |
| 1994-12-01 | 264.593092792561 |
| 1995-01-01 | 266.263093484348 |
| 1995-02-01 | 267.077539281809 |
| 1995-03-01 | 267.837660366319 |
| 1995-04-01 | 266.712209505097 |
| 1995-05-01 | 267.355529796454 |
| 1995-06-01 | 267.350911909274 |
| 1995-07-01 | 268.061172656868 |
| 1995-08-01 | 268.971042013265 |
| 1995-09-01 | 270.246222520774 |
| 1995-10-01 | 267.483963523295 |
| 1995-11-01 | 268.229565599522 |
| 1995-12-01 | 269.582248197849 |
| 1996-01-01 | 269.625429931429 |
| 1996-02-01 | 271.215800368901 |
| 1996-03-01 | 271.570555344000 |
| 1996-04-01 | 273.763994634448 |
| 1996-05-01 | 275.121254691621 |
| 1996-06-01 | 275.566854192933 |
| 1996-07-01 | 275.559391298604 |
| 1996-08-01 | 275.991633772291 |
| 1996-09-01 | 277.174173523403 |
| 1996-10-01 | 276.795164565412 |
| 1996-11-01 | 278.104559795938 |
| 1996-12-01 | 278.721189316048 |
| 1997-01-01 | 280.978113332900 |
| 1997-02-01 | 282.213921372567 |
| 1997-03-01 | 283.890355687994 |
| 1997-04-01 | 284.606547960406 |
| 1997-05-01 | 285.083561974924 |
| 1997-06-01 | 284.553273285600 |
| 1997-07-01 | 287.713743336891 |
| 1997-08-01 | 289.548318439045 |
| 1997-09-01 | 288.059570376586 |
| 1997-10-01 | 289.434698392700 |
| 1997-11-01 | 289.279524750046 |
| 1997-12-01 | 290.294076392611 |
| 1998-01-01 | 289.570495383018 |
| 1998-02-01 | 289.886410490602 |
| 1998-03-01 | 290.207753413641 |
| 1998-04-01 | 288.779433357984 |
| 1998-05-01 | 291.763811212852 |
| 1998-06-01 | 291.381984811926 |
| 1998-07-01 | 290.802848307510 |
| 1998-08-01 | 291.192846555790 |
| 1998-09-01 | 291.077126976219 |
| 1998-10-01 | 291.686851728780 |
| 1998-11-01 | 292.081469735293 |
| 1998-12-01 | 292.000945407338 |
| 1999-01-01 | 292.700426375131 |
| 1999-02-01 | 292.381969017179 |
| 1999-03-01 | 293.368133913524 |
| 1999-04-01 | 293.888896275677 |
| 1999-05-01 | 293.843620300582 |
| 1999-06-01 | 294.533336312452 |
| 1999-07-01 | 294.821801249689 |
| 1999-08-01 | 294.755841252429 |
| 1999-09-01 | 295.268126816160 |
| 1999-10-01 | 296.022178406383 |
| 1999-11-01 | 295.945531877810 |
| 1999-12-01 | 296.376462643155 |
| 2000-01-01 | 296.385923098398 |
| 2000-02-01 | 296.248770640639 |
| 2000-03-01 | 295.599312620911 |
| 2000-04-01 | 294.403074369131 |
| 2000-05-01 | 294.265155722817 |
| 2000-06-01 | 293.806712171689 |
| 2000-07-01 | 295.869758249163 |
| 2000-08-01 | 296.454130416311 |
| 2000-09-01 | 296.121432190965 |
| 2000-10-01 | 296.388905015513 |
| 2000-11-01 | 296.597202849266 |
| 2000-12-01 | 296.036936970678 |
| 2001-01-01 | 300.663058600958 |
| 2001-02-01 | 301.395585375162 |
| 2001-03-01 | 300.453441749322 |
| 2001-04-01 | 300.670765793666 |
| 2001-05-01 | 299.550859290075 |
| 2001-06-01 | 299.768764043686 |
| 2001-07-01 | 298.755816445247 |
| 2001-08-01 | 297.488328528308 |
| 2001-09-01 | 296.975663555959 |
| 2001-10-01 | 297.546810916818 |
| 2001-11-01 | 295.691878282876 |
| 2001-12-01 | 295.073627727421 |
| 2002-01-01 | 293.671425308468 |
| 2002-02-01 | 293.834337113591 |
| 2002-03-01 | 294.489944114579 |
| 2002-04-01 | 294.416966754323 |
| 2002-05-01 | 294.648666424181 |
| 2002-06-01 | 293.933642206289 |
| 2002-07-01 | 295.075372689736 |
| 2002-08-01 | 295.904474506036 |
| 2002-09-01 | 295.897668122076 |
| 2002-10-01 | 294.916327211689 |
| 2002-11-01 | 295.558385599433 |
| 2002-12-01 | 295.555617712995 |
| 2003-01-01 | 294.855523218686 |
| 2003-02-01 | 294.345832215973 |
| 2003-03-01 | 293.801367715267 |
| 2003-04-01 | 292.907848510089 |
| 2003-05-01 | 292.585713667346 |
| 2003-06-01 | 291.963281423165 |
| 2003-07-01 | 291.440202732119 |
| 2003-08-01 | 291.457484840794 |
| 2003-09-01 | 291.275217929820 |
| 2003-10-01 | 290.699218468465 |
| 2003-11-01 | 290.215545340689 |
| 2003-12-01 | 290.539170974514 |
| 2004-01-01 | 291.446541186051 |
| 2004-02-01 | 291.291131986191 |
| 2004-03-01 | 291.567568233058 |
| 2004-04-01 | 291.974169473994 |
| 2004-05-01 | 292.483749106184 |
| 2004-06-01 | 293.087936612957 |
| 2004-07-01 | 292.948579408469 |
| 2004-08-01 | 292.551537375737 |
| 2004-09-01 | 291.804353770663 |
| 2004-10-01 | 294.005100967593 |
| 2004-11-01 | 294.452195239717 |
| 2004-12-01 | 292.968284354764 |
| 2005-01-01 | 294.789054292313 |
| 2005-02-01 | 294.754599566234 |
| 2005-03-01 | 294.520997673053 |
| 2005-04-01 | 296.674824353960 |
| 2005-05-01 | 297.497899023436 |
| 2005-06-01 | 297.509018733498 |
| 2005-07-01 | 297.577094002566 |
| 2005-08-01 | 298.170145933017 |
| 2005-09-01 | 298.124472172932 |
| 2005-10-01 | 298.914774354575 |
| 2005-11-01 | 299.557048164777 |
| 2005-12-01 | 300.284590825164 |
| 2006-01-01 | 300.263389739414 |
| 2006-02-01 | 301.402406318903 |
| 2006-03-01 | 301.717743679927 |
| 2006-04-01 | 302.494941669010 |
| 2006-05-01 | 303.454174756458 |
| 2006-06-01 | 304.151996544071 |
| 2006-07-01 | 305.472055524262 |
| 2006-08-01 | 306.057699593906 |
| 2006-09-01 | 306.950984013364 |
| 2006-10-01 | 306.737412854910 |
| 2006-11-01 | 307.273121933824 |
| 2006-12-01 | 308.159154080511 |
| 2007-01-01 | 309.914246378128 |
| 2007-02-01 | 310.418165132076 |
| 2007-03-01 | 310.957992685037 |
| 2007-04-01 | 310.459650653123 |
| 2007-05-01 | 310.484456651922 |
| 2007-06-01 | 310.580332487023 |
| 2007-07-01 | 311.376301280292 |
| 2007-08-01 | 311.689612534496 |
| 2007-09-01 | 311.713607976332 |
| 2007-10-01 | 312.155191328742 |
| 2007-11-01 | 312.321956410125 |
| 2007-12-01 | 312.970999091506 |
| 2008-01-01 | 312.928754974104 |
| 2008-02-01 | 312.816799893794 |
| 2008-03-01 | 312.336367579058 |
| 2008-04-01 | 311.962211292406 |
| 2008-05-01 | 310.452106043059 |
| 2008-06-01 | 309.852262640314 |
| 2008-07-01 | 308.667251287839 |
| 2008-08-01 | 307.017255738949 |
| 2008-09-01 | 306.075689133608 |
| 2008-10-01 | 304.016995475330 |
| 2008-11-01 | 301.386094006454 |
| 2008-12-01 | 298.889117298343 |
| 2009-01-01 | 294.394895193330 |
| 2009-02-01 | 291.273668041091 |
| 2009-03-01 | 288.174896642066 |
| 2009-04-01 | 284.594347340557 |
| 2009-05-01 | 283.162382639934 |
| 2009-06-01 | 282.014900877146 |
| 2009-07-01 | 278.106580276780 |
| 2009-08-01 | 276.914234921230 |
| 2009-09-01 | 275.614258220427 |
| 2009-10-01 | 275.658181270003 |
| 2009-11-01 | 275.042096241579 |
| 2009-12-01 | 275.008021285170 |
| 2010-01-01 | 275.822645292262 |
| 2010-02-01 | 275.756199732280 |
| 2010-03-01 | 275.525494869510 |
| 2010-04-01 | 277.339235959418 |
| 2010-05-01 | 278.273457721437 |
| 2010-06-01 | 278.497600643490 |
| 2010-07-01 | 278.712362739439 |
| 2010-08-01 | 278.950094744107 |
| 2010-09-01 | 278.986347318223 |
| 2010-10-01 | 279.405811184838 |
| 2010-11-01 | 279.534719128721 |
| 2010-12-01 | 279.158494486152 |
| 2011-01-01 | 279.573369036503 |
| 2011-02-01 | 279.879900188505 |
| 2011-03-01 | 279.151438712744 |
| 2011-04-01 | 280.327177911243 |
| 2011-05-01 | 280.246468323341 |
| 2011-06-01 | 279.998242837340 |
| 2011-07-01 | 280.594531208268 |
| 2011-08-01 | 280.761725818914 |
| 2011-09-01 | 281.684082998075 |
| 2011-10-01 | 280.225807312577 |
| 2011-11-01 | 280.132747988121 |
| 2011-12-01 | 280.284372234323 |
| 2012-01-01 | 280.342365477590 |
| 2012-02-01 | 280.529864501768 |
| 2012-03-01 | 280.716934736658 |
| 2012-04-01 | 285.137917309193 |
| 2012-05-01 | 286.231553409656 |
| 2012-06-01 | 286.774698354707 |
| 2012-07-01 | 287.129868208061 |
| 2012-08-01 | 287.761832591215 |
| 2012-09-01 | 288.258440404284 |
| 2012-10-01 | 288.848699635444 |
| 2012-11-01 | 289.549654704910 |
| 2012-12-01 | 290.484118217073 |
| 2013-01-01 | 291.306726618463 |
| 2013-02-01 | 291.947673510131 |
| 2013-03-01 | 292.970038008068 |
| 2013-04-01 | 293.848013737089 |
| 2013-05-01 | 294.335225524214 |
| 2013-06-01 | 295.494576448491 |
| 2013-07-01 | 295.379161594676 |
| 2013-08-01 | 295.385993322154 |
| 2013-09-01 | 295.685483530644 |
| 2013-10-01 | 296.328623317831 |
| 2013-11-01 | 297.166992104306 |
| 2013-12-01 | 297.999099910975 |
| 2014-01-01 | 298.211137652974 |
| 2014-02-01 | 298.700231369230 |
| 2014-03-01 | 298.709819237949 |
| 2014-04-01 | 297.915296471794 |
| 2014-05-01 | 298.501169065694 |
| 2014-06-01 | 298.897550999516 |
| 2014-07-01 | 299.298350468136 |
| 2014-08-01 | 300.780224081744 |
| 2014-09-01 | 301.752061908244 |
| 2014-10-01 | 301.951816802219 |
| 2014-11-01 | 302.716070503450 |
| 2014-12-01 | 302.477176207252 |
| 2015-01-01 | 302.280542517757 |
| 2015-02-01 | 302.681058668097 |
| 2015-03-01 | 302.560869838727 |
| 2015-04-01 | 302.359940765383 |
| 2015-05-01 | 302.377985879834 |
| 2015-06-01 | 302.779285576686 |
| 2015-07-01 | 304.128744177300 |
| 2015-08-01 | 303.914234729747 |
| 2015-09-01 | 303.839351994516 |
| 2015-10-01 | 303.939561301427 |
| 2015-11-01 | 303.756250167354 |
| 2015-12-01 | 303.394407263692 |
| 2016-01-01 | 303.562013312483 |
| 2016-02-01 | 303.208038709900 |
| 2016-03-01 | 301.413952248255 |
| 2016-04-01 | 302.871708914940 |
| 2016-05-01 | 302.726667597560 |
| 2016-06-01 | 301.825204865986 |
| 2016-07-01 | 304.422722993803 |
| 2016-08-01 | 304.092541699608 |
| 2016-09-01 | 304.091816701781 |
| 2016-10-01 | 302.306965994949 |
| 2016-11-01 | 301.791986913437 |
| 2016-12-01 | 301.911616325254 |
| 2017-01-01 | 301.598173437698 |
| 2017-02-01 | 301.447378292109 |
| 2017-03-01 | 302.391074906237 |
| 2017-04-01 | 302.682502606840 |
| 2017-05-01 | 302.958954440613 |
| 2017-06-01 | 303.536447159176 |
| 2017-07-01 | 302.895781035174 |
| 2017-08-01 | 302.506515586948 |
| 2017-09-01 | 302.940462622961 |
| 2017-10-01 | 303.136988283469 |
| 2017-11-01 | 303.305872794696 |
| 2017-12-01 | 303.696852999502 |
| 2018-01-01 | 304.612692812932 |
| 2018-02-01 | 305.105819577633 |
| 2018-03-01 | 305.168849746230 |
| 2018-04-01 | 305.354352226487 |
| 2018-05-01 | 305.832637089619 |
| 2018-06-01 | 306.235681370650 |
| 2018-07-01 | 306.823308889395 |
| 2018-08-01 | 306.417376393624 |
| 2018-09-01 | 306.391782929578 |
| 2018-10-01 | 306.527670821943 |
| 2018-11-01 | 306.592133641077 |
| 2018-12-01 | 306.132571337686 |
| 2019-01-01 | 304.253970364924 |
| 2019-02-01 | 304.726979634181 |
| 2019-03-01 | 304.374642772004 |
| 2019-04-01 | 303.843134049509 |
| 2019-05-01 | 303.564425388346 |
| 2019-06-01 | 303.538022247216 |
| 2019-07-01 | 303.354425826591 |
| 2019-08-01 | 303.044480221682 |
| 2019-09-01 | 301.850878298158 |
| 2019-10-01 | 301.718976042547 |
| 2019-11-01 | 301.871362910342 |
| 2019-12-01 | 301.948191904812 |
| 2020-01-01 | 301.557770698389 |
| 2020-02-01 | 301.651171588828 |
| 2020-03-01 | 297.456593911026 |
| 2020-04-01 | 256.872122906631 |
| 2020-05-01 | 263.841301171193 |
| 2020-06-01 | 269.628674962312 |
| 2020-07-01 | 269.297241088307 |
| 2020-08-01 | 271.164183509914 |
| 2020-09-01 | 272.559867258863 |
| 2020-10-01 | 276.747742114382 |
| 2020-11-01 | 277.384725230672 |
| 2020-12-01 | 276.176378107435 |
| 2021-01-01 | 275.522497302817 |
| 2021-02-01 | 277.435785342964 |
| 2021-03-01 | 277.827312187949 |
| 2021-04-01 | 278.764054696653 |
| 2021-05-01 | 278.626487228349 |
| 2021-06-01 | 278.028023823928 |
| 2021-07-01 | 281.629923160118 |
| 2021-08-01 | 281.700691788090 |
| 2021-09-01 | 279.138594455211 |
| 2021-10-01 | 283.783513252583 |
| 2021-11-01 | 284.231802521275 |
| 2021-12-01 | 284.767878120005 |
| 2022-01-01 | 282.339416834829 |
| 2022-02-01 | 284.214558980669 |
| 2022-03-01 | 284.088156449510 |
| 2022-04-01 | 284.559104233645 |
| 2022-05-01 | 284.584286026906 |
| 2022-06-01 | 284.726221528539 |
| 2022-07-01 | 283.869727300653 |
| 2022-08-01 | 283.473948682368 |
| 2022-09-01 | 283.269779242391 |
| 2022-10-01 | 282.149313922301 |
| 2022-11-01 | 281.826996389171 |
| 2022-12-01 | 281.876081131575 |
| 2023-01-01 | 282.174625992743 |
| 2023-02-01 | 281.687718430314 |
| 2023-03-01 | 282.150487301538 |
| 2023-04-01 | 281.597725731888 |
| 2023-05-01 | 281.727307825057 |
| 2023-06-01 | 282.115205954399 |
| 2023-07-01 | 281.318845783989 |
| 2023-08-01 | 281.063400639759 |
| 2023-09-01 | 281.341044299111 |
| 2023-10-01 | 280.330997614886 |
| 2023-11-01 | 279.045252499925 |
| 2023-12-01 | 279.913009839002 |
| 2024-01-01 | 281.253003231384 |
| 2024-02-01 | 279.502826310706 |
| 2024-03-01 | 278.292872213460 |
| 2024-04-01 | 276.714888922357 |
| 2024-05-01 | 274.668916638150 |
| 2024-06-01 | 274.494479887892 |
| 2024-07-01 | 275.413615467651 |
| 2024-08-01 | 274.020540270456 |
| 2024-09-01 | 272.956342712465 |
| 2024-10-01 | 273.137660403171 |
| 2024-11-01 | 272.275446207942 |
| 2024-12-01 | 270.631947846840 |
| 2025-01-01 | 269.053834173093 |
| 2025-02-01 | 269.015368053092 |
| 2025-03-01 | 268.120395352437 |
| 2025-04-01 | 269.109393218374 |
| 2025-05-01 | 267.905111492019 |
| 2025-06-01 | 266.409175852041 |
| 2025-07-01 | 267.503850262624 |
| 2025-08-01 | 267.088708040557 |
| 2025-09-01 | 265.882347215909 |
| 2025-10-01 | 265.705682091645 |
| 2025-11-01 | 265.385550631551 |
| 2025-12-01 | 265.772748275548 |
| 2026-01-01 | 267.191097571354 |
| 2026-02-01 | 265.634228445778 |
| 2026-03-01 | 265.955535117887 |
| 2026-04-01 | 265.716013298784 |
| 2026-05-01 | 266.117111570755 |