Table Data - All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112444142500001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:02 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 | 2.9510984482 |
| 1990-02-01 | 2.8821776986 |
| 1990-03-01 | 2.8834286632 |
| 1990-04-01 | 2.7057900570 |
| 1990-05-01 | 2.7244526879 |
| 1990-06-01 | 2.7708682471 |
| 1990-07-01 | 2.8970689928 |
| 1990-08-01 | 3.0999163383 |
| 1990-09-01 | 3.2148695602 |
| 1990-10-01 | 3.1183520486 |
| 1990-11-01 | 3.2019793452 |
| 1990-12-01 | 3.3425516638 |
| 1991-01-01 | 3.6406753338 |
| 1991-02-01 | 3.6851149494 |
| 1991-03-01 | 3.7940703398 |
| 1991-04-01 | 4.0146445993 |
| 1991-05-01 | 3.9302373137 |
| 1991-06-01 | 3.9787776581 |
| 1991-07-01 | 3.8019433183 |
| 1991-08-01 | 3.7945216427 |
| 1991-09-01 | 3.8246001960 |
| 1991-10-01 | 3.7035692921 |
| 1991-11-01 | 3.5766167687 |
| 1991-12-01 | 3.6247123636 |
| 1992-01-01 | 3.7239995910 |
| 1992-02-01 | 3.8869349523 |
| 1992-03-01 | 3.9212176047 |
| 1992-04-01 | 4.0303821864 |
| 1992-05-01 | 3.9543510033 |
| 1992-06-01 | 3.9997127425 |
| 1992-07-01 | 4.2017767420 |
| 1992-08-01 | 4.0834746831 |
| 1992-09-01 | 4.1386188160 |
| 1992-10-01 | 4.2799741657 |
| 1992-11-01 | 4.2361725344 |
| 1992-12-01 | 4.4046302566 |
| 1993-01-01 | 3.9973053094 |
| 1993-02-01 | 3.7888287387 |
| 1993-03-01 | 4.0549469145 |
| 1993-04-01 | 4.0483321054 |
| 1993-05-01 | 4.2907194995 |
| 1993-06-01 | 4.3338860297 |
| 1993-07-01 | 4.2900212635 |
| 1993-08-01 | 4.3683715582 |
| 1993-09-01 | 4.3512327626 |
| 1993-10-01 | 4.3566241883 |
| 1993-11-01 | 4.4967204954 |
| 1993-12-01 | 4.5934854913 |
| 1994-01-01 | 4.4673126837 |
| 1994-02-01 | 4.2875975097 |
| 1994-03-01 | 4.2850262569 |
| 1994-04-01 | 4.2667690085 |
| 1994-05-01 | 4.2195883557 |
| 1994-06-01 | 4.1696520345 |
| 1994-07-01 | 4.0825227649 |
| 1994-08-01 | 4.1506263162 |
| 1994-09-01 | 4.1505331078 |
| 1994-10-01 | 4.4442505306 |
| 1994-11-01 | 4.5748370119 |
| 1994-12-01 | 4.6891169357 |
| 1995-01-01 | 4.2319755349 |
| 1995-02-01 | 4.4974523708 |
| 1995-03-01 | 4.4054394247 |
| 1995-04-01 | 4.0741236314 |
| 1995-05-01 | 4.2313523982 |
| 1995-06-01 | 4.4006313252 |
| 1995-07-01 | 4.5711021996 |
| 1995-08-01 | 4.6418352659 |
| 1995-09-01 | 4.5427415135 |
| 1995-10-01 | 4.3370052747 |
| 1995-11-01 | 4.2753753383 |
| 1995-12-01 | 4.1000578328 |
| 1996-01-01 | 4.3078567354 |
| 1996-02-01 | 4.1092934256 |
| 1996-03-01 | 4.0101156254 |
| 1996-04-01 | 3.9670491679 |
| 1996-05-01 | 3.9308683542 |
| 1996-06-01 | 3.9149142185 |
| 1996-07-01 | 3.8645545350 |
| 1996-08-01 | 3.7424303250 |
| 1996-09-01 | 3.9220078940 |
| 1996-10-01 | 3.4332087132 |
| 1996-11-01 | 3.3985265515 |
| 1996-12-01 | 3.4231632538 |
| 1997-01-01 | 3.6916994312 |
| 1997-02-01 | 3.5197214168 |
| 1997-03-01 | 3.5117975815 |
| 1997-04-01 | 3.4511210508 |
| 1997-05-01 | 3.3156032299 |
| 1997-06-01 | 3.1130257987 |
| 1997-07-01 | 3.0580628498 |
| 1997-08-01 | 3.0566350790 |
| 1997-09-01 | 3.1109971442 |
| 1997-10-01 | 3.2301464883 |
| 1997-11-01 | 3.2206839922 |
| 1997-12-01 | 3.4417995815 |
| 1998-01-01 | 3.1905153268 |
| 1998-02-01 | 3.0215721206 |
| 1998-03-01 | 3.0049126783 |
| 1998-04-01 | 3.0404723134 |
| 1998-05-01 | 3.1989243814 |
| 1998-06-01 | 3.1026495883 |
| 1998-07-01 | 3.1650394055 |
| 1998-08-01 | 3.0753891884 |
| 1998-09-01 | 3.1039187848 |
| 1998-10-01 | 3.1228210314 |
| 1998-11-01 | 3.1363205086 |
| 1998-12-01 | 3.1462645915 |
| 1999-01-01 | 3.0841596813 |
| 1999-02-01 | 3.1283747054 |
| 1999-03-01 | 3.3106147985 |
| 1999-04-01 | 3.3332263976 |
| 1999-05-01 | 3.2802392489 |
| 1999-06-01 | 3.3922215264 |
| 1999-07-01 | 3.3769663649 |
| 1999-08-01 | 3.3913795445 |
| 1999-09-01 | 3.4052069449 |
| 1999-10-01 | 3.3247342749 |
| 1999-11-01 | 3.1328664039 |
| 1999-12-01 | 3.0300275282 |
| 2000-01-01 | 3.0864890194 |
| 2000-02-01 | 3.1360301671 |
| 2000-03-01 | 3.0126669459 |
| 2000-04-01 | 3.0293058724 |
| 2000-05-01 | 3.0802306744 |
| 2000-06-01 | 3.0902441065 |
| 2000-07-01 | 2.9849325735 |
| 2000-08-01 | 2.9936894669 |
| 2000-09-01 | 2.9064836063 |
| 2000-10-01 | 2.9291338752 |
| 2000-11-01 | 3.0244267232 |
| 2000-12-01 | 3.0035897854 |
| 2001-01-01 | 3.0948139735 |
| 2001-02-01 | 3.1468488169 |
| 2001-03-01 | 3.1292353821 |
| 2001-04-01 | 2.9246124374 |
| 2001-05-01 | 2.7731522911 |
| 2001-06-01 | 2.6822847452 |
| 2001-07-01 | 3.1900626362 |
| 2001-08-01 | 2.9872888981 |
| 2001-09-01 | 3.1138610040 |
| 2001-10-01 | 3.2533069378 |
| 2001-11-01 | 3.2112268148 |
| 2001-12-01 | 3.2658575187 |
| 2002-01-01 | 3.5124674305 |
| 2002-02-01 | 3.4605905614 |
| 2002-03-01 | 3.5408562400 |
| 2002-04-01 | 3.7194477470 |
| 2002-05-01 | 3.7691907181 |
| 2002-06-01 | 3.7675584472 |
| 2002-07-01 | 3.8894638067 |
| 2002-08-01 | 3.9821544679 |
| 2002-09-01 | 4.1239748068 |
| 2002-10-01 | 4.0681688146 |
| 2002-11-01 | 4.3006093504 |
| 2002-12-01 | 4.4352951202 |
| 2003-01-01 | 4.4376272968 |
| 2003-02-01 | 4.4830560913 |
| 2003-03-01 | 4.6656370109 |
| 2003-04-01 | 4.7031395258 |
| 2003-05-01 | 4.8489929458 |
| 2003-06-01 | 4.9454630738 |
| 2003-07-01 | 5.2829781778 |
| 2003-08-01 | 5.4790278019 |
| 2003-09-01 | 5.5311132101 |
| 2003-10-01 | 5.8914679832 |
| 2003-11-01 | 5.7926580655 |
| 2003-12-01 | 6.0177171070 |
| 2004-01-01 | 5.8675174822 |
| 2004-02-01 | 6.0058216180 |
| 2004-03-01 | 6.0748627335 |
| 2004-04-01 | 6.1880012176 |
| 2004-05-01 | 6.2326490538 |
| 2004-06-01 | 6.3194301896 |
| 2004-07-01 | 5.9741979054 |
| 2004-08-01 | 6.0817887841 |
| 2004-09-01 | 6.0299497483 |
| 2004-10-01 | 6.8025418517 |
| 2004-11-01 | 6.8939987397 |
| 2004-12-01 | 7.0161292137 |
| 2005-01-01 | 7.1016354441 |
| 2005-02-01 | 7.1217647899 |
| 2005-03-01 | 7.0775902693 |
| 2005-04-01 | 7.0674705427 |
| 2005-05-01 | 7.1111997118 |
| 2005-06-01 | 7.3015742310 |
| 2005-07-01 | 7.2676917378 |
| 2005-08-01 | 7.2962028043 |
| 2005-09-01 | 7.3278065806 |
| 2005-10-01 | 7.4163069210 |
| 2005-11-01 | 7.4908579664 |
| 2005-12-01 | 7.4226461055 |
| 2006-01-01 | 6.8183071505 |
| 2006-02-01 | 6.7174342140 |
| 2006-03-01 | 6.9627469384 |
| 2006-04-01 | 7.2649342416 |
| 2006-05-01 | 7.4086274066 |
| 2006-06-01 | 7.4969600196 |
| 2006-07-01 | 7.6686196222 |
| 2006-08-01 | 7.8191040521 |
| 2006-09-01 | 7.9206094387 |
| 2006-10-01 | 8.0131422036 |
| 2006-11-01 | 7.9837162789 |
| 2006-12-01 | 8.1284241663 |
| 2007-01-01 | 8.4205410384 |
| 2007-02-01 | 8.5041181751 |
| 2007-03-01 | 8.6482019509 |
| 2007-04-01 | 8.6709931961 |
| 2007-05-01 | 8.7129768707 |
| 2007-06-01 | 8.7188171870 |
| 2007-07-01 | 8.4743459150 |
| 2007-08-01 | 8.6356060291 |
| 2007-09-01 | 8.7088963362 |
| 2007-10-01 | 8.6099147463 |
| 2007-11-01 | 8.5704511288 |
| 2007-12-01 | 8.6174687009 |
| 2008-01-01 | 8.5092537310 |
| 2008-02-01 | 8.5898409237 |
| 2008-03-01 | 8.8354531272 |
| 2008-04-01 | 8.9983515209 |
| 2008-05-01 | 9.0318062013 |
| 2008-06-01 | 9.0551126025 |
| 2008-07-01 | 9.2809086643 |
| 2008-08-01 | 9.2301520927 |
| 2008-09-01 | 9.3889201741 |
| 2008-10-01 | 9.4957805710 |
| 2008-11-01 | 9.6592122183 |
| 2008-12-01 | 9.5887429665 |
| 2009-01-01 | 9.0130791711 |
| 2009-02-01 | 8.9884179591 |
| 2009-03-01 | 9.0372241431 |
| 2009-04-01 | 8.6308649066 |
| 2009-05-01 | 8.4486321214 |
| 2009-06-01 | 8.4944027911 |
| 2009-07-01 | 8.2748266537 |
| 2009-08-01 | 8.2024506538 |
| 2009-09-01 | 7.9721113813 |
| 2009-10-01 | 8.0796015007 |
| 2009-11-01 | 7.9510149133 |
| 2009-12-01 | 7.8559844859 |
| 2010-01-01 | 7.9218371686 |
| 2010-02-01 | 7.8977733970 |
| 2010-03-01 | 7.9542319874 |
| 2010-04-01 | 7.4679975571 |
| 2010-05-01 | 7.3755989976 |
| 2010-06-01 | 7.2163968737 |
| 2010-07-01 | 7.0614001049 |
| 2010-08-01 | 6.9508451130 |
| 2010-09-01 | 6.8510243832 |
| 2010-10-01 | 6.7591406143 |
| 2010-11-01 | 6.7467353393 |
| 2010-12-01 | 6.7354603973 |
| 2011-01-01 | 6.6437063331 |
| 2011-02-01 | 6.5198482864 |
| 2011-03-01 | 6.4848460920 |
| 2011-04-01 | 6.4943662112 |
| 2011-05-01 | 6.4931037871 |
| 2011-06-01 | 6.4361243211 |
| 2011-07-01 | 6.5362411051 |
| 2011-08-01 | 6.5916075396 |
| 2011-09-01 | 6.6285414691 |
| 2011-10-01 | 6.5372874067 |
| 2011-11-01 | 6.4506671566 |
| 2011-12-01 | 6.4275956864 |
| 2012-01-01 | 6.2621193954 |
| 2012-02-01 | 6.1486121606 |
| 2012-03-01 | 6.2156682231 |
| 2012-04-01 | 6.6110240163 |
| 2012-05-01 | 6.5112525198 |
| 2012-06-01 | 6.4497586459 |
| 2012-07-01 | 6.4151171062 |
| 2012-08-01 | 6.3369242664 |
| 2012-09-01 | 6.2043448664 |
| 2012-10-01 | 6.2161458470 |
| 2012-11-01 | 6.1525384223 |
| 2012-12-01 | 6.2288165879 |
| 2013-01-01 | 6.1813786234 |
| 2013-02-01 | 6.1725435092 |
| 2013-03-01 | 6.2376485568 |
| 2013-04-01 | 6.2228248341 |
| 2013-05-01 | 6.1181674625 |
| 2013-06-01 | 6.2642112378 |
| 2013-07-01 | 6.1999411651 |
| 2013-08-01 | 6.2056147573 |
| 2013-09-01 | 6.0907032066 |
| 2013-10-01 | 5.9989147564 |
| 2013-11-01 | 6.0481117744 |
| 2013-12-01 | 5.9348759655 |
| 2014-01-01 | 5.8846679771 |
| 2014-02-01 | 5.8828386432 |
| 2014-03-01 | 5.8406671289 |
| 2014-04-01 | 5.9350579981 |
| 2014-05-01 | 5.9294428011 |
| 2014-06-01 | 5.8706928636 |
| 2014-07-01 | 6.0037546696 |
| 2014-08-01 | 5.9960430677 |
| 2014-09-01 | 6.0864299285 |
| 2014-10-01 | 6.0932577762 |
| 2014-11-01 | 5.9338793324 |
| 2014-12-01 | 5.9440669319 |
| 2015-01-01 | 6.0746038720 |
| 2015-02-01 | 5.9724480955 |
| 2015-03-01 | 5.9310333727 |
| 2015-04-01 | 5.9491175223 |
| 2015-05-01 | 5.9322684619 |
| 2015-06-01 | 5.9773178340 |
| 2015-07-01 | 6.0169236719 |
| 2015-08-01 | 6.1105443085 |
| 2015-09-01 | 6.0903581652 |
| 2015-10-01 | 6.4955507575 |
| 2015-11-01 | 6.5225974231 |
| 2015-12-01 | 6.3496355455 |
| 2016-01-01 | 6.3560089189 |
| 2016-02-01 | 6.3512650809 |
| 2016-03-01 | 6.3091413156 |
| 2016-04-01 | 5.6566779510 |
| 2016-05-01 | 5.7328260130 |
| 2016-06-01 | 5.6809893177 |
| 2016-07-01 | 6.4382961559 |
| 2016-08-01 | 6.4325258685 |
| 2016-09-01 | 6.4016741414 |
| 2016-10-01 | 6.3116599928 |
| 2016-11-01 | 6.4129749678 |
| 2016-12-01 | 6.2504440880 |
| 2017-01-01 | 5.8426291507 |
| 2017-02-01 | 5.9179023026 |
| 2017-03-01 | 5.9851226402 |
| 2017-04-01 | 5.8597712321 |
| 2017-05-01 | 5.8284027002 |
| 2017-06-01 | 5.7761235368 |
| 2017-07-01 | 5.7586458162 |
| 2017-08-01 | 5.7577320390 |
| 2017-09-01 | 5.8215739620 |
| 2017-10-01 | 5.7284104200 |
| 2017-11-01 | 5.9145579127 |
| 2017-12-01 | 5.9496665752 |
| 2018-01-01 | 6.0344339302 |
| 2018-02-01 | 5.9865114866 |
| 2018-03-01 | 5.9584318870 |
| 2018-04-01 | 5.9517807440 |
| 2018-05-01 | 5.9250647058 |
| 2018-06-01 | 5.9671457692 |
| 2018-07-01 | 5.9761080802 |
| 2018-08-01 | 5.8768670386 |
| 2018-09-01 | 5.8461622127 |
| 2018-10-01 | 5.8480222244 |
| 2018-11-01 | 5.8198822824 |
| 2018-12-01 | 5.7500084535 |
| 2019-01-01 | 5.7284818949 |
| 2019-02-01 | 5.7571411414 |
| 2019-03-01 | 5.7394486017 |
| 2019-04-01 | 5.7385560499 |
| 2019-05-01 | 5.7236200226 |
| 2019-06-01 | 5.4581228277 |
| 2019-07-01 | 5.5851063676 |
| 2019-08-01 | 5.5898841809 |
| 2019-09-01 | 5.5706783647 |
| 2019-10-01 | 5.4559497338 |
| 2019-11-01 | 5.4316497032 |
| 2019-12-01 | 5.4586063811 |
| 2020-01-01 | 5.6196039097 |
| 2020-02-01 | 5.4367526965 |
| 2020-03-01 | 5.4254064121 |
| 2020-04-01 | 5.0272478207 |
| 2020-05-01 | 5.1214564689 |
| 2020-06-01 | 5.1529920325 |
| 2020-07-01 | 5.0897359170 |
| 2020-08-01 | 5.0966606051 |
| 2020-09-01 | 5.0865728708 |
| 2020-10-01 | 5.1596734377 |
| 2020-11-01 | 5.1430839713 |
| 2020-12-01 | 5.1670635503 |
| 2021-01-01 | 5.1089660435 |
| 2021-02-01 | 5.1263238380 |
| 2021-03-01 | 5.1176955899 |
| 2021-04-01 | 5.2219036734 |
| 2021-05-01 | 5.2255428279 |
| 2021-06-01 | 5.1456216516 |
| 2021-07-01 | 5.1915200510 |
| 2021-08-01 | 5.1976844821 |
| 2021-09-01 | 5.1924642654 |
| 2021-10-01 | 5.2551018682 |
| 2021-11-01 | 5.2532618928 |
| 2021-12-01 | 5.2773260145 |
| 2022-01-01 | 5.2975963565 |
| 2022-02-01 | 5.3336153114 |
| 2022-03-01 | 5.4122902323 |
| 2022-04-01 | 5.4194741863 |
| 2022-05-01 | 5.4260456456 |
| 2022-06-01 | 5.4432507025 |
| 2022-07-01 | 5.3903824548 |
| 2022-08-01 | 5.3985383727 |
| 2022-09-01 | 5.2822228065 |
| 2022-10-01 | 5.2535677426 |
| 2022-11-01 | 5.2619735635 |
| 2022-12-01 | 5.1845256330 |
| 2023-01-01 | 5.2884823010 |
| 2023-02-01 | 5.2495257400 |
| 2023-03-01 | 5.2094873542 |
| 2023-04-01 | 5.1179000835 |
| 2023-05-01 | 5.1299501014 |
| 2023-06-01 | 5.1369011189 |
| 2023-07-01 | 5.1895738560 |
| 2023-08-01 | 5.0971908877 |
| 2023-09-01 | 5.1660020277 |
| 2023-10-01 | 5.1529391884 |
| 2023-11-01 | 5.0687777516 |
| 2023-12-01 | 5.2922574047 |
| 2024-01-01 | 5.0821421370 |
| 2024-02-01 | 5.0670859507 |
| 2024-03-01 | 5.0086563725 |
| 2024-04-01 | 5.0181405372 |
| 2024-05-01 | 4.9282391155 |
| 2024-06-01 | 4.9333682861 |
| 2024-07-01 | 4.8901180673 |
| 2024-08-01 | 4.8986406138 |
| 2024-09-01 | 4.8424579812 |
| 2024-10-01 | 4.8568152840 |
| 2024-11-01 | 4.7753578228 |
| 2024-12-01 | 4.6937291313 |
| 2025-01-01 | 4.7815059522 |
| 2025-02-01 | 4.6804692416 |
| 2025-03-01 | 4.7098103286 |
| 2025-04-01 | 4.7159709762 |
| 2025-05-01 | 4.7287501591 |
| 2025-06-01 | 4.6279905597 |
| 2025-07-01 | 4.6948689952 |
| 2025-08-01 | 4.6976844903 |
| 2025-09-01 | 4.7253425947 |
| 2025-10-01 | 4.6579214426 |
| 2025-11-01 | 4.6809400883 |
| 2025-12-01 | 4.6928889084 |
| 2026-01-01 | 4.6826471398 |
| 2026-02-01 | 4.6910205215 |
| 2026-03-01 | 4.7122207134 |
| 2026-04-01 | 4.7134002645 |
| 2026-05-01 | 4.7245905523 |
| 2026-06-01 | 4.7275250286 |
| 2026-07-01 | 4.6986289135 |
| 2026-08-01 | 4.6977469487 |
| 2026-09-01 | 4.7137816297 |