Table Data - All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310804142500001SA |
| 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 10:39 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 | 25.2122042921317 |
| 1990-02-01 | 24.9215354392440 |
| 1990-03-01 | 24.7122252919195 |
| 1990-04-01 | 23.5530518117715 |
| 1990-05-01 | 23.2696127703070 |
| 1990-06-01 | 23.2198249865636 |
| 1990-07-01 | 23.6018480838126 |
| 1990-08-01 | 23.6529153520734 |
| 1990-09-01 | 23.3926307023761 |
| 1990-10-01 | 23.7392229355315 |
| 1990-11-01 | 23.5577580357808 |
| 1990-12-01 | 23.3143045851292 |
| 1991-01-01 | 24.0072848810411 |
| 1991-02-01 | 24.2626183950824 |
| 1991-03-01 | 24.0552372040466 |
| 1991-04-01 | 24.0380919297240 |
| 1991-05-01 | 23.6597710351273 |
| 1991-06-01 | 23.9195586695080 |
| 1991-07-01 | 23.1922908730736 |
| 1991-08-01 | 23.2206029419294 |
| 1991-09-01 | 23.1734833763019 |
| 1991-10-01 | 22.9586685310254 |
| 1991-11-01 | 22.7320153069109 |
| 1991-12-01 | 22.5209449286544 |
| 1992-01-01 | 21.5115569310143 |
| 1992-02-01 | 21.8359152183762 |
| 1992-03-01 | 21.8316230738393 |
| 1992-04-01 | 21.4305977927148 |
| 1992-05-01 | 21.3665251893312 |
| 1992-06-01 | 21.1127815601530 |
| 1992-07-01 | 21.0645667608895 |
| 1992-08-01 | 20.7402404884646 |
| 1992-09-01 | 20.6825552678310 |
| 1992-10-01 | 20.6126607173411 |
| 1992-11-01 | 20.3973030379942 |
| 1992-12-01 | 20.3531515431698 |
| 1993-01-01 | 20.4224732224275 |
| 1993-02-01 | 20.2935530692335 |
| 1993-03-01 | 20.3850600576480 |
| 1993-04-01 | 20.5282971995488 |
| 1993-05-01 | 20.7666720067411 |
| 1993-06-01 | 20.6967323577739 |
| 1993-07-01 | 20.4438113129140 |
| 1993-08-01 | 20.6039229193229 |
| 1993-09-01 | 20.6361102252918 |
| 1993-10-01 | 20.5632192543752 |
| 1993-11-01 | 20.7812430121081 |
| 1993-12-01 | 20.7720780439210 |
| 1994-01-01 | 19.4183741672473 |
| 1994-02-01 | 19.3229955863164 |
| 1994-03-01 | 19.3241994496972 |
| 1994-04-01 | 19.7277669383027 |
| 1994-05-01 | 19.6648505758451 |
| 1994-06-01 | 19.4866641654666 |
| 1994-07-01 | 19.9328790258564 |
| 1994-08-01 | 19.9606046010471 |
| 1994-09-01 | 19.8820172597255 |
| 1994-10-01 | 20.1209472544516 |
| 1994-11-01 | 20.1841705405589 |
| 1994-12-01 | 20.0924768773277 |
| 1995-01-01 | 19.4093755923678 |
| 1995-02-01 | 19.8267690980555 |
| 1995-03-01 | 19.5405129037717 |
| 1995-04-01 | 18.6326243184081 |
| 1995-05-01 | 18.8630020681417 |
| 1995-06-01 | 19.0889246865705 |
| 1995-07-01 | 18.8900364079878 |
| 1995-08-01 | 18.8319963706174 |
| 1995-09-01 | 18.7525153684839 |
| 1995-10-01 | 18.0444357984452 |
| 1995-11-01 | 17.8138996487679 |
| 1995-12-01 | 17.4324249735980 |
| 1996-01-01 | 17.2017549909714 |
| 1996-02-01 | 17.2132415419726 |
| 1996-03-01 | 17.0730035088893 |
| 1996-04-01 | 16.8508439223149 |
| 1996-05-01 | 16.7783657704517 |
| 1996-06-01 | 16.7983944500511 |
| 1996-07-01 | 16.1435736893805 |
| 1996-08-01 | 15.9907439740394 |
| 1996-09-01 | 15.9952414374497 |
| 1996-10-01 | 15.7411245231967 |
| 1996-11-01 | 15.7386947242302 |
| 1996-12-01 | 15.4552874071715 |
| 1997-01-01 | 15.9088994666900 |
| 1997-02-01 | 15.7976119739630 |
| 1997-03-01 | 15.9035483123847 |
| 1997-04-01 | 15.9721648590136 |
| 1997-05-01 | 15.7821084158217 |
| 1997-06-01 | 15.5111947296621 |
| 1997-07-01 | 15.6168896555166 |
| 1997-08-01 | 15.5849265174313 |
| 1997-09-01 | 15.4664742599009 |
| 1997-10-01 | 15.6225734690699 |
| 1997-11-01 | 15.5538219601026 |
| 1997-12-01 | 15.7562235377550 |
| 1998-01-01 | 15.5082745279286 |
| 1998-02-01 | 15.2898170620361 |
| 1998-03-01 | 15.2436345690924 |
| 1998-04-01 | 15.1900892220099 |
| 1998-05-01 | 15.4854829249977 |
| 1998-06-01 | 15.2438743015937 |
| 1998-07-01 | 15.1938960289761 |
| 1998-08-01 | 14.9630946610421 |
| 1998-09-01 | 14.9398138653557 |
| 1998-10-01 | 14.9860789412615 |
| 1998-11-01 | 14.9333114133757 |
| 1998-12-01 | 14.7519716842333 |
| 1999-01-01 | 15.2294600734599 |
| 1999-02-01 | 15.2995810788020 |
| 1999-03-01 | 15.7040659096865 |
| 1999-04-01 | 15.0983752290421 |
| 1999-05-01 | 15.0899389434868 |
| 1999-06-01 | 15.1928261011436 |
| 1999-07-01 | 14.9580372332779 |
| 1999-08-01 | 14.9468240274173 |
| 1999-09-01 | 14.9220145440993 |
| 1999-10-01 | 14.6473948284072 |
| 1999-11-01 | 14.3926258873876 |
| 1999-12-01 | 14.1425960857892 |
| 2000-01-01 | 13.9538273028872 |
| 2000-02-01 | 14.0271014305352 |
| 2000-03-01 | 13.8608200681351 |
| 2000-04-01 | 13.9052141892772 |
| 2000-05-01 | 13.9027388087642 |
| 2000-06-01 | 13.9423244892768 |
| 2000-07-01 | 13.9248137251051 |
| 2000-08-01 | 14.0155121780316 |
| 2000-09-01 | 13.8917465099854 |
| 2000-10-01 | 13.8124761501329 |
| 2000-11-01 | 13.8485821598070 |
| 2000-12-01 | 13.8312706140477 |
| 2001-01-01 | 14.6873126395251 |
| 2001-02-01 | 14.6549813989764 |
| 2001-03-01 | 14.7170640556313 |
| 2001-04-01 | 14.7050234160453 |
| 2001-05-01 | 14.4075032004126 |
| 2001-06-01 | 14.5737779359434 |
| 2001-07-01 | 15.0988400470152 |
| 2001-08-01 | 14.8007935335342 |
| 2001-09-01 | 14.8891189522998 |
| 2001-10-01 | 15.5724897760943 |
| 2001-11-01 | 15.3096938062149 |
| 2001-12-01 | 15.3159008049796 |
| 2002-01-01 | 15.3048154081087 |
| 2002-02-01 | 15.1930497296699 |
| 2002-03-01 | 15.5544663045179 |
| 2002-04-01 | 15.7894760204907 |
| 2002-05-01 | 16.0024229152762 |
| 2002-06-01 | 16.0941695387008 |
| 2002-07-01 | 16.4757111980327 |
| 2002-08-01 | 16.5942054154156 |
| 2002-09-01 | 17.0174669242101 |
| 2002-10-01 | 17.2375062453758 |
| 2002-11-01 | 17.6789208181357 |
| 2002-12-01 | 18.0919163258994 |
| 2003-01-01 | 18.4378796877717 |
| 2003-02-01 | 18.6378097093577 |
| 2003-03-01 | 18.8903298776916 |
| 2003-04-01 | 19.3557360601123 |
| 2003-05-01 | 19.7868125572062 |
| 2003-06-01 | 20.0815439019966 |
| 2003-07-01 | 20.6419688709146 |
| 2003-08-01 | 21.1202011575894 |
| 2003-09-01 | 21.5777682700629 |
| 2003-10-01 | 22.2039096473778 |
| 2003-11-01 | 22.1660708212924 |
| 2003-12-01 | 22.6922566089111 |
| 2004-01-01 | 22.8592996579232 |
| 2004-02-01 | 23.1750291388736 |
| 2004-03-01 | 23.5895577264114 |
| 2004-04-01 | 23.8126017485296 |
| 2004-05-01 | 24.0527081606012 |
| 2004-06-01 | 24.7142950435559 |
| 2004-07-01 | 24.7373000890265 |
| 2004-08-01 | 25.0543249952734 |
| 2004-09-01 | 25.0178344587986 |
| 2004-10-01 | 25.6254505394027 |
| 2004-11-01 | 25.7982033837284 |
| 2004-12-01 | 25.8454263487716 |
| 2005-01-01 | 26.4932059365750 |
| 2005-02-01 | 26.7847203585402 |
| 2005-03-01 | 26.9103906044220 |
| 2005-04-01 | 27.3540187432176 |
| 2005-05-01 | 27.6088121102217 |
| 2005-06-01 | 27.9190715254464 |
| 2005-07-01 | 27.9495034457962 |
| 2005-08-01 | 28.1952803023781 |
| 2005-09-01 | 28.2593338036332 |
| 2005-10-01 | 28.5997013566976 |
| 2005-11-01 | 28.8475241045362 |
| 2005-12-01 | 29.0277173022342 |
| 2006-01-01 | 28.8033511744632 |
| 2006-02-01 | 28.8620171384408 |
| 2006-03-01 | 29.3783261766391 |
| 2006-04-01 | 29.7987411433363 |
| 2006-05-01 | 29.8558838429422 |
| 2006-06-01 | 30.0534109902947 |
| 2006-07-01 | 30.2944918969114 |
| 2006-08-01 | 30.2405830811318 |
| 2006-09-01 | 30.5881502932057 |
| 2006-10-01 | 30.4877989248691 |
| 2006-11-01 | 30.2921978700227 |
| 2006-12-01 | 30.5772734186745 |
| 2007-01-01 | 31.0236134707274 |
| 2007-02-01 | 30.9225027314712 |
| 2007-03-01 | 31.0365341572846 |
| 2007-04-01 | 30.6650697298178 |
| 2007-05-01 | 30.7277596431341 |
| 2007-06-01 | 30.7505829450357 |
| 2007-07-01 | 30.3239598699428 |
| 2007-08-01 | 30.4821934024918 |
| 2007-09-01 | 30.5819940021029 |
| 2007-10-01 | 30.2540495217768 |
| 2007-11-01 | 30.2099615010602 |
| 2007-12-01 | 30.1839491470085 |
| 2008-01-01 | 30.4049457152917 |
| 2008-02-01 | 30.5002277736771 |
| 2008-03-01 | 30.4570689711129 |
| 2008-04-01 | 30.3771495364113 |
| 2008-05-01 | 30.1340844993925 |
| 2008-06-01 | 29.7962282838222 |
| 2008-07-01 | 29.7537650684703 |
| 2008-08-01 | 29.3700648263714 |
| 2008-09-01 | 29.0365803783336 |
| 2008-10-01 | 28.6533257518481 |
| 2008-11-01 | 28.4182590664338 |
| 2008-12-01 | 27.9413461935604 |
| 2009-01-01 | 27.1004276570535 |
| 2009-02-01 | 26.9052487819511 |
| 2009-03-01 | 26.5807612792091 |
| 2009-04-01 | 26.1393954878476 |
| 2009-05-01 | 25.7879102325788 |
| 2009-06-01 | 25.6650614876612 |
| 2009-07-01 | 24.8288976631278 |
| 2009-08-01 | 24.5911773609334 |
| 2009-09-01 | 24.1707956208600 |
| 2009-10-01 | 24.2077568076753 |
| 2009-11-01 | 23.9994023506402 |
| 2009-12-01 | 23.9899593129484 |
| 2010-01-01 | 24.0077948925029 |
| 2010-02-01 | 24.0465483863860 |
| 2010-03-01 | 23.8478624895920 |
| 2010-04-01 | 23.4997753237018 |
| 2010-05-01 | 23.2464557211064 |
| 2010-06-01 | 23.0082598624692 |
| 2010-07-01 | 22.7031221481916 |
| 2010-08-01 | 22.3092426964724 |
| 2010-09-01 | 22.0276360497568 |
| 2010-10-01 | 21.8524086630047 |
| 2010-11-01 | 21.6585964944745 |
| 2010-12-01 | 21.4370218661340 |
| 2011-01-01 | 21.3336060488497 |
| 2011-02-01 | 20.9828323775001 |
| 2011-03-01 | 20.5454064517897 |
| 2011-04-01 | 20.9598930810383 |
| 2011-05-01 | 20.9058497826211 |
| 2011-06-01 | 20.9443757569588 |
| 2011-07-01 | 21.0652233033150 |
| 2011-08-01 | 21.2409911172569 |
| 2011-09-01 | 21.2868797906810 |
| 2011-10-01 | 21.1908106129287 |
| 2011-11-01 | 20.9027776684036 |
| 2011-12-01 | 20.7878025864422 |
| 2012-01-01 | 20.5450942625279 |
| 2012-02-01 | 20.5271513632185 |
| 2012-03-01 | 20.3310407210123 |
| 2012-04-01 | 21.7257078642238 |
| 2012-05-01 | 21.7724548306548 |
| 2012-06-01 | 21.5914978243771 |
| 2012-07-01 | 21.5379846784818 |
| 2012-08-01 | 21.2679648664031 |
| 2012-09-01 | 21.1575485933510 |
| 2012-10-01 | 20.9257510582347 |
| 2012-11-01 | 20.8214514318295 |
| 2012-12-01 | 21.0466775984041 |
| 2013-01-01 | 22.2578448717962 |
| 2013-02-01 | 22.2624664333904 |
| 2013-03-01 | 22.6398017842265 |
| 2013-04-01 | 22.5992559142570 |
| 2013-05-01 | 22.4266991590282 |
| 2013-06-01 | 22.5602834813180 |
| 2013-07-01 | 22.3198856760777 |
| 2013-08-01 | 22.2121745262343 |
| 2013-09-01 | 21.9330344243501 |
| 2013-10-01 | 21.7652369050359 |
| 2013-11-01 | 21.8176230851802 |
| 2013-12-01 | 21.8009725669260 |
| 2014-01-01 | 21.0401913268666 |
| 2014-02-01 | 21.0701558032261 |
| 2014-03-01 | 20.7916124117126 |
| 2014-04-01 | 20.8508825213346 |
| 2014-05-01 | 20.7513532975318 |
| 2014-06-01 | 20.7033587213851 |
| 2014-07-01 | 20.6330911612271 |
| 2014-08-01 | 20.5921207936614 |
| 2014-09-01 | 20.6298971833268 |
| 2014-10-01 | 20.5403344409978 |
| 2014-11-01 | 20.1510441776323 |
| 2014-12-01 | 20.0934028068732 |
| 2015-01-01 | 20.1303795813620 |
| 2015-02-01 | 19.9532968223835 |
| 2015-03-01 | 19.7244877736466 |
| 2015-04-01 | 19.4780362742438 |
| 2015-05-01 | 19.3498575552924 |
| 2015-06-01 | 19.4252798272195 |
| 2015-07-01 | 19.6492790073053 |
| 2015-08-01 | 19.7101487045322 |
| 2015-09-01 | 19.4390965400864 |
| 2015-10-01 | 19.9174200281967 |
| 2015-11-01 | 19.7102018498533 |
| 2015-12-01 | 19.4882608803293 |
| 2016-01-01 | 19.5154779455521 |
| 2016-02-01 | 19.1297463280890 |
| 2016-03-01 | 18.8251645727483 |
| 2016-04-01 | 18.3806452223828 |
| 2016-05-01 | 18.4350884358261 |
| 2016-06-01 | 18.1380182150050 |
| 2016-07-01 | 19.0596892449120 |
| 2016-08-01 | 18.9282259698597 |
| 2016-09-01 | 18.8665357088630 |
| 2016-10-01 | 18.4296238901057 |
| 2016-11-01 | 18.3234872439818 |
| 2016-12-01 | 18.3948055564578 |
| 2017-01-01 | 17.6031071720835 |
| 2017-02-01 | 17.5873894116090 |
| 2017-03-01 | 17.6215631257051 |
| 2017-04-01 | 17.4660665762278 |
| 2017-05-01 | 17.5021065483955 |
| 2017-06-01 | 17.4358414005381 |
| 2017-07-01 | 17.3675916085213 |
| 2017-08-01 | 17.3478282716843 |
| 2017-09-01 | 17.4891707477951 |
| 2017-10-01 | 17.5516047895285 |
| 2017-11-01 | 17.5608608478057 |
| 2017-12-01 | 17.7018418515967 |
| 2018-01-01 | 17.5133603739356 |
| 2018-02-01 | 17.5547543456869 |
| 2018-03-01 | 17.6103976085543 |
| 2018-04-01 | 17.6437215819724 |
| 2018-05-01 | 17.5739765068332 |
| 2018-06-01 | 17.6421444377824 |
| 2018-07-01 | 17.4648304660288 |
| 2018-08-01 | 17.1540757779334 |
| 2018-09-01 | 17.1233480952914 |
| 2018-10-01 | 17.2723271486125 |
| 2018-11-01 | 17.2032354113229 |
| 2018-12-01 | 17.1058418246760 |
| 2019-01-01 | 17.3278276771972 |
| 2019-02-01 | 17.3169565084707 |
| 2019-03-01 | 17.2983483081237 |
| 2019-04-01 | 17.2109553298377 |
| 2019-05-01 | 17.0556806319400 |
| 2019-06-01 | 16.8220084625628 |
| 2019-07-01 | 16.8583700484037 |
| 2019-08-01 | 16.8613722966518 |
| 2019-09-01 | 16.7491700214583 |
| 2019-10-01 | 16.4872578688849 |
| 2019-11-01 | 16.4653114816930 |
| 2019-12-01 | 16.5369636269232 |
| 2020-01-01 | 16.7162810962322 |
| 2020-02-01 | 16.4794227781363 |
| 2020-03-01 | 16.2660155843746 |
| 2020-04-01 | 14.3716059619546 |
| 2020-05-01 | 14.6467796637644 |
| 2020-06-01 | 15.0028784163017 |
| 2020-07-01 | 14.8559790393429 |
| 2020-08-01 | 15.0693477382908 |
| 2020-09-01 | 15.0470371651007 |
| 2020-10-01 | 15.2029552749536 |
| 2020-11-01 | 15.3276349928392 |
| 2020-12-01 | 15.3730437924212 |
| 2021-01-01 | 15.2813653377318 |
| 2021-02-01 | 15.3546823293764 |
| 2021-03-01 | 15.4493229391461 |
| 2021-04-01 | 15.6629209187659 |
| 2021-05-01 | 15.5657669216830 |
| 2021-06-01 | 15.4045565212244 |
| 2021-07-01 | 15.5528391659834 |
| 2021-08-01 | 15.5729144357444 |
| 2021-09-01 | 15.4458522837289 |
| 2021-10-01 | 15.7856787912170 |
| 2021-11-01 | 15.8585229499893 |
| 2021-12-01 | 15.8920883455736 |
| 2022-01-01 | 15.8580600454238 |
| 2022-02-01 | 15.9464588463714 |
| 2022-03-01 | 16.0408502751458 |
| 2022-04-01 | 16.0494829878680 |
| 2022-05-01 | 16.0808832138407 |
| 2022-06-01 | 16.4203303555611 |
| 2022-07-01 | 16.1537615090033 |
| 2022-08-01 | 16.0819484761467 |
| 2022-09-01 | 16.0335459602740 |
| 2022-10-01 | 15.6746510172403 |
| 2022-11-01 | 15.7885872351613 |
| 2022-12-01 | 15.7088206368334 |
| 2023-01-01 | 15.9358853014620 |
| 2023-02-01 | 15.9557567095338 |
| 2023-03-01 | 15.9339110911267 |
| 2023-04-01 | 15.7452174601826 |
| 2023-05-01 | 15.5886387853414 |
| 2023-06-01 | 15.4943715296616 |
| 2023-07-01 | 15.3565149935595 |
| 2023-08-01 | 15.1898155768525 |
| 2023-09-01 | 15.2098567636843 |
| 2023-10-01 | 15.1734754936196 |
| 2023-11-01 | 15.0086189439352 |
| 2023-12-01 | 15.0384751404168 |
| 2024-01-01 | 14.9171882685493 |
| 2024-02-01 | 14.6737973749476 |
| 2024-03-01 | 14.4160566285067 |
| 2024-04-01 | 14.3427875639298 |
| 2024-05-01 | 14.0772408951362 |
| 2024-06-01 | 14.0689223855285 |
| 2024-07-01 | 13.9629744923053 |
| 2024-08-01 | 13.8926545358933 |
| 2024-09-01 | 13.7836329823550 |
| 2024-10-01 | 13.6968306632809 |
| 2024-11-01 | 13.7233070888263 |
| 2024-12-01 | 13.3591778234027 |
| 2025-01-01 | 13.2069699665669 |
| 2025-02-01 | 13.1892075478559 |
| 2025-03-01 | 13.2141995701429 |
| 2025-04-01 | 13.2478184601403 |
| 2025-05-01 | 13.2674748490335 |
| 2025-06-01 | 13.1464284437450 |
| 2025-07-01 | 13.1672646567146 |
| 2025-08-01 | 13.1863560408012 |
| 2025-09-01 | 13.2719594250620 |
| 2025-10-01 | 13.0111348111473 |
| 2025-11-01 | 13.1229693876448 |
| 2025-12-01 | 13.1605196938524 |
| 2026-01-01 | 13.2114178390089 |
| 2026-02-01 | 13.2026705224490 |
| 2026-03-01 | 13.2203985277561 |
| 2026-04-01 | 13.1519420128276 |
| 2026-05-01 | 13.2562171218438 |
| 2026-06-01 | 13.2443587380550 |