Table Data - All Employees: Service-Providing in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Service-Providing in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310800700000001SA |
| 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 2026-04-01 |
| Last Updated | 2026-05-26 2:28 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 | 4103.95727760625 |
| 1990-02-01 | 4114.01292333589 |
| 1990-03-01 | 4116.54630962822 |
| 1990-04-01 | 4118.34594650500 |
| 1990-05-01 | 4119.42705164595 |
| 1990-06-01 | 4112.02857246371 |
| 1990-07-01 | 4093.10054156128 |
| 1990-08-01 | 4088.00268889612 |
| 1990-09-01 | 4072.90344761687 |
| 1990-10-01 | 4084.63117645111 |
| 1990-11-01 | 4081.74553327269 |
| 1990-12-01 | 4077.61654410818 |
| 1991-01-01 | 4064.40021806689 |
| 1991-02-01 | 4053.70167836752 |
| 1991-03-01 | 4047.09038608050 |
| 1991-04-01 | 4050.09862002941 |
| 1991-05-01 | 4042.18681681429 |
| 1991-06-01 | 4035.83750396010 |
| 1991-07-01 | 4032.95662891799 |
| 1991-08-01 | 4029.36615135188 |
| 1991-09-01 | 4024.69752356805 |
| 1991-10-01 | 4026.19885710456 |
| 1991-11-01 | 4018.20002863256 |
| 1991-12-01 | 4008.14444508253 |
| 1992-01-01 | 3949.29370119484 |
| 1992-02-01 | 3939.64278680973 |
| 1992-03-01 | 3942.31351136825 |
| 1992-04-01 | 3940.25391909306 |
| 1992-05-01 | 3934.47567918937 |
| 1992-06-01 | 3923.48515186859 |
| 1992-07-01 | 3929.01069257772 |
| 1992-08-01 | 3918.41093396092 |
| 1992-09-01 | 3911.79141744216 |
| 1992-10-01 | 3924.57658989440 |
| 1992-11-01 | 3917.35879692627 |
| 1992-12-01 | 3912.21710766528 |
| 1993-01-01 | 3917.04810740552 |
| 1993-02-01 | 3908.49505640060 |
| 1993-03-01 | 3894.19750685242 |
| 1993-04-01 | 3882.07607904125 |
| 1993-05-01 | 3878.08547250518 |
| 1993-06-01 | 3887.23321960346 |
| 1993-07-01 | 3892.11914335245 |
| 1993-08-01 | 3891.79017200577 |
| 1993-09-01 | 3893.07219933888 |
| 1993-10-01 | 3874.37362360549 |
| 1993-11-01 | 3867.27461271922 |
| 1993-12-01 | 3883.13158774525 |
| 1994-01-01 | 3874.84224749113 |
| 1994-02-01 | 3887.41395761712 |
| 1994-03-01 | 3896.43185006361 |
| 1994-04-01 | 3899.11744852070 |
| 1994-05-01 | 3896.57936541277 |
| 1994-06-01 | 3897.06010173212 |
| 1994-07-01 | 3899.72113589735 |
| 1994-08-01 | 3905.80656119817 |
| 1994-09-01 | 3915.34003238325 |
| 1994-10-01 | 3913.79482532508 |
| 1994-11-01 | 3923.91185369139 |
| 1994-12-01 | 3931.26057262195 |
| 1995-01-01 | 3940.11963145301 |
| 1995-02-01 | 3960.74358376557 |
| 1995-03-01 | 3950.90558513136 |
| 1995-04-01 | 3946.10086053595 |
| 1995-05-01 | 3956.68690841913 |
| 1995-06-01 | 3963.46304815298 |
| 1995-07-01 | 3951.00016967107 |
| 1995-08-01 | 3966.94144020468 |
| 1995-09-01 | 3984.98793480215 |
| 1995-10-01 | 3976.65035608596 |
| 1995-11-01 | 3986.79351529570 |
| 1995-12-01 | 3996.22947662922 |
| 1996-01-01 | 3981.44528894891 |
| 1996-02-01 | 3999.16473006044 |
| 1996-03-01 | 4005.38344857039 |
| 1996-04-01 | 4013.19984134752 |
| 1996-05-01 | 4026.19767639084 |
| 1996-06-01 | 4029.45996911211 |
| 1996-07-01 | 4034.58837455455 |
| 1996-08-01 | 4044.59848362732 |
| 1996-09-01 | 4053.63945002578 |
| 1996-10-01 | 4059.23706785243 |
| 1996-11-01 | 4070.83895830701 |
| 1996-12-01 | 4069.39185334537 |
| 1997-01-01 | 4083.55530110216 |
| 1997-02-01 | 4093.78189065547 |
| 1997-03-01 | 4106.90080903006 |
| 1997-04-01 | 4121.41798392120 |
| 1997-05-01 | 4126.91323551154 |
| 1997-06-01 | 4141.01986135102 |
| 1997-07-01 | 4145.75703318560 |
| 1997-08-01 | 4152.85522849986 |
| 1997-09-01 | 4157.95937797762 |
| 1997-10-01 | 4182.28723397880 |
| 1997-11-01 | 4182.39883869301 |
| 1997-12-01 | 4196.88879865202 |
| 1998-01-01 | 4214.96927153610 |
| 1998-02-01 | 4219.07012555603 |
| 1998-03-01 | 4230.16212898248 |
| 1998-04-01 | 4240.74286652053 |
| 1998-05-01 | 4256.99673700436 |
| 1998-06-01 | 4271.59568575369 |
| 1998-07-01 | 4278.66833890637 |
| 1998-08-01 | 4287.40818707003 |
| 1998-09-01 | 4296.06428209063 |
| 1998-10-01 | 4301.64020656043 |
| 1998-11-01 | 4313.79243986807 |
| 1998-12-01 | 4318.25377865627 |
| 1999-01-01 | 4316.98240070566 |
| 1999-02-01 | 4332.15310146992 |
| 1999-03-01 | 4332.43124492494 |
| 1999-04-01 | 4353.12640588910 |
| 1999-05-01 | 4357.36355580448 |
| 1999-06-01 | 4358.10763924032 |
| 1999-07-01 | 4391.26070765056 |
| 1999-08-01 | 4381.95599474934 |
| 1999-09-01 | 4384.96029104732 |
| 1999-10-01 | 4409.49676307622 |
| 1999-11-01 | 4420.87653811469 |
| 1999-12-01 | 4433.34796495716 |
| 2000-01-01 | 4428.88330712226 |
| 2000-02-01 | 4442.92315552899 |
| 2000-03-01 | 4451.02825834645 |
| 2000-04-01 | 4460.64814397864 |
| 2000-05-01 | 4478.28747831544 |
| 2000-06-01 | 4471.19024283142 |
| 2000-07-01 | 4489.87696292372 |
| 2000-08-01 | 4501.44203632107 |
| 2000-09-01 | 4512.87289586375 |
| 2000-10-01 | 4512.05502213709 |
| 2000-11-01 | 4524.20647409120 |
| 2000-12-01 | 4526.30233762572 |
| 2001-01-01 | 4559.99905766381 |
| 2001-02-01 | 4563.19808296344 |
| 2001-03-01 | 4576.52924586700 |
| 2001-04-01 | 4556.86039884985 |
| 2001-05-01 | 4547.58714669897 |
| 2001-06-01 | 4558.21104414974 |
| 2001-07-01 | 4542.66375571203 |
| 2001-08-01 | 4546.65541531077 |
| 2001-09-01 | 4542.29738634997 |
| 2001-10-01 | 4542.52620268574 |
| 2001-11-01 | 4532.78163970255 |
| 2001-12-01 | 4536.13106449863 |
| 2002-01-01 | 4536.88747369768 |
| 2002-02-01 | 4535.79883661139 |
| 2002-03-01 | 4553.40168483183 |
| 2002-04-01 | 4556.81983962865 |
| 2002-05-01 | 4564.43466444075 |
| 2002-06-01 | 4570.31852434069 |
| 2002-07-01 | 4564.50215747489 |
| 2002-08-01 | 4572.29100435239 |
| 2002-09-01 | 4578.42939192722 |
| 2002-10-01 | 4585.53871154509 |
| 2002-11-01 | 4593.57416168555 |
| 2002-12-01 | 4588.05738558484 |
| 2003-01-01 | 4584.78844075153 |
| 2003-02-01 | 4586.81634196639 |
| 2003-03-01 | 4588.46798611314 |
| 2003-04-01 | 4588.26474291211 |
| 2003-05-01 | 4593.34807533653 |
| 2003-06-01 | 4594.08770735013 |
| 2003-07-01 | 4606.53471146429 |
| 2003-08-01 | 4610.92783357780 |
| 2003-09-01 | 4596.58747425896 |
| 2003-10-01 | 4618.78749301791 |
| 2003-11-01 | 4611.72090628471 |
| 2003-12-01 | 4612.09751156138 |
| 2004-01-01 | 4627.42998825440 |
| 2004-02-01 | 4630.69346367727 |
| 2004-03-01 | 4634.39098010698 |
| 2004-04-01 | 4642.37515436435 |
| 2004-05-01 | 4654.08274415563 |
| 2004-06-01 | 4648.29373681088 |
| 2004-07-01 | 4670.72855419116 |
| 2004-08-01 | 4657.89835978647 |
| 2004-09-01 | 4649.44908557319 |
| 2004-10-01 | 4674.38144900556 |
| 2004-11-01 | 4688.09359181657 |
| 2004-12-01 | 4680.07974003878 |
| 2005-01-01 | 4687.33492622315 |
| 2005-02-01 | 4690.65066829345 |
| 2005-03-01 | 4693.61146812792 |
| 2005-04-01 | 4707.01719251181 |
| 2005-05-01 | 4708.09336701123 |
| 2005-06-01 | 4719.99759347241 |
| 2005-07-01 | 4728.86968385150 |
| 2005-08-01 | 4740.56133825824 |
| 2005-09-01 | 4749.62580194979 |
| 2005-10-01 | 4754.78539933103 |
| 2005-11-01 | 4770.86290187628 |
| 2005-12-01 | 4781.23432638813 |
| 2006-01-01 | 4788.64708071919 |
| 2006-02-01 | 4802.67308417086 |
| 2006-03-01 | 4806.06845069301 |
| 2006-04-01 | 4808.97013777099 |
| 2006-05-01 | 4815.53703201915 |
| 2006-06-01 | 4829.30351956359 |
| 2006-07-01 | 4829.78343272266 |
| 2006-08-01 | 4838.77268193574 |
| 2006-09-01 | 4842.90232817029 |
| 2006-10-01 | 4847.93165511633 |
| 2006-11-01 | 4851.57692718843 |
| 2006-12-01 | 4861.15513210520 |
| 2007-01-01 | 4866.19200598377 |
| 2007-02-01 | 4874.50539274877 |
| 2007-03-01 | 4880.54649520424 |
| 2007-04-01 | 4863.64267482934 |
| 2007-05-01 | 4867.04238789053 |
| 2007-06-01 | 4875.08538561878 |
| 2007-07-01 | 4891.18622489239 |
| 2007-08-01 | 4890.82616407722 |
| 2007-09-01 | 4892.00933180740 |
| 2007-10-01 | 4882.75843883224 |
| 2007-11-01 | 4890.69273442309 |
| 2007-12-01 | 4900.69588022617 |
| 2008-01-01 | 4871.95246350537 |
| 2008-02-01 | 4882.92491877091 |
| 2008-03-01 | 4879.91673576996 |
| 2008-04-01 | 4885.17430696506 |
| 2008-05-01 | 4881.14804988982 |
| 2008-06-01 | 4874.22389397914 |
| 2008-07-01 | 4874.30812635761 |
| 2008-08-01 | 4860.85709379748 |
| 2008-09-01 | 4848.39488534011 |
| 2008-10-01 | 4824.18071466089 |
| 2008-11-01 | 4793.71975299589 |
| 2008-12-01 | 4771.56882057070 |
| 2009-01-01 | 4734.40335262735 |
| 2009-02-01 | 4707.82739262340 |
| 2009-03-01 | 4685.70842493633 |
| 2009-04-01 | 4651.30697488588 |
| 2009-05-01 | 4640.35501719568 |
| 2009-06-01 | 4625.22780367582 |
| 2009-07-01 | 4599.01173572533 |
| 2009-08-01 | 4579.65396349513 |
| 2009-09-01 | 4567.36162435979 |
| 2009-10-01 | 4582.65141704811 |
| 2009-11-01 | 4571.66237301461 |
| 2009-12-01 | 4572.04250531759 |
| 2010-01-01 | 4576.78249091078 |
| 2010-02-01 | 4569.61536154165 |
| 2010-03-01 | 4566.43475884426 |
| 2010-04-01 | 4593.04675231617 |
| 2010-05-01 | 4606.55448447438 |
| 2010-06-01 | 4600.54106764432 |
| 2010-07-01 | 4591.81351108548 |
| 2010-08-01 | 4589.99555333159 |
| 2010-09-01 | 4587.27232632545 |
| 2010-10-01 | 4606.39024101500 |
| 2010-11-01 | 4603.93362924411 |
| 2010-12-01 | 4611.75760657455 |
| 2011-01-01 | 4622.27762619255 |
| 2011-02-01 | 4628.34873151589 |
| 2011-03-01 | 4624.84032309445 |
| 2011-04-01 | 4617.27093939190 |
| 2011-05-01 | 4615.25790437014 |
| 2011-06-01 | 4616.93870039413 |
| 2011-07-01 | 4628.36450698696 |
| 2011-08-01 | 4627.83676889889 |
| 2011-09-01 | 4642.58209139582 |
| 2011-10-01 | 4641.36723805646 |
| 2011-11-01 | 4648.29022227238 |
| 2011-12-01 | 4657.59250253930 |
| 2012-01-01 | 4669.44755387154 |
| 2012-02-01 | 4687.60492539154 |
| 2012-03-01 | 4702.00969261554 |
| 2012-04-01 | 4727.11853897721 |
| 2012-05-01 | 4742.57636841120 |
| 2012-06-01 | 4753.84889592862 |
| 2012-07-01 | 4755.86833199403 |
| 2012-08-01 | 4766.40845333932 |
| 2012-09-01 | 4772.04442063765 |
| 2012-10-01 | 4777.47739610644 |
| 2012-11-01 | 4797.24498177174 |
| 2012-12-01 | 4806.28525318913 |
| 2013-01-01 | 4786.98071595168 |
| 2013-02-01 | 4805.62541007154 |
| 2013-03-01 | 4811.23932981823 |
| 2013-04-01 | 4826.13665007145 |
| 2013-05-01 | 4836.23094678209 |
| 2013-06-01 | 4847.02807654086 |
| 2013-07-01 | 4853.29049922222 |
| 2013-08-01 | 4873.16208916685 |
| 2013-09-01 | 4872.41602128934 |
| 2013-10-01 | 4881.91502833186 |
| 2013-11-01 | 4899.02832512628 |
| 2013-12-01 | 4906.17560884877 |
| 2014-01-01 | 4917.20001538160 |
| 2014-02-01 | 4916.15624005870 |
| 2014-03-01 | 4926.75724559593 |
| 2014-04-01 | 4930.42242359810 |
| 2014-05-01 | 4942.24615074219 |
| 2014-06-01 | 4946.85230079883 |
| 2014-07-01 | 4943.31071777905 |
| 2014-08-01 | 4978.39093379786 |
| 2014-09-01 | 4985.50730568139 |
| 2014-10-01 | 4993.23550956285 |
| 2014-11-01 | 4998.76872801564 |
| 2014-12-01 | 5009.42191993101 |
| 2015-01-01 | 5013.33692268535 |
| 2015-02-01 | 5031.08663368020 |
| 2015-03-01 | 5041.22070331566 |
| 2015-04-01 | 5051.51817255319 |
| 2015-05-01 | 5054.18785562290 |
| 2015-06-01 | 5071.29333538838 |
| 2015-07-01 | 5100.02347786107 |
| 2015-08-01 | 5106.54294172339 |
| 2015-09-01 | 5119.37684184615 |
| 2015-10-01 | 5149.45538249367 |
| 2015-11-01 | 5146.64129099332 |
| 2015-12-01 | 5153.33148477768 |
| 2016-01-01 | 5180.55884096251 |
| 2016-02-01 | 5190.46001334056 |
| 2016-03-01 | 5183.49061744778 |
| 2016-04-01 | 5225.60601974677 |
| 2016-05-01 | 5229.34582164703 |
| 2016-06-01 | 5211.46728408056 |
| 2016-07-01 | 5241.43247758022 |
| 2016-08-01 | 5243.72856143800 |
| 2016-09-01 | 5253.26923451066 |
| 2016-10-01 | 5261.14155963985 |
| 2016-11-01 | 5265.74141502570 |
| 2016-12-01 | 5270.23015761058 |
| 2017-01-01 | 5260.89039127368 |
| 2017-02-01 | 5272.63208705351 |
| 2017-03-01 | 5278.17729920656 |
| 2017-04-01 | 5287.80136637204 |
| 2017-05-01 | 5303.34950647454 |
| 2017-06-01 | 5311.42753117705 |
| 2017-07-01 | 5321.33253406129 |
| 2017-08-01 | 5327.99216303506 |
| 2017-09-01 | 5345.39054781168 |
| 2017-10-01 | 5355.78285101177 |
| 2017-11-01 | 5356.67566993158 |
| 2017-12-01 | 5368.25730764156 |
| 2018-01-01 | 5384.63602385107 |
| 2018-02-01 | 5387.93985558150 |
| 2018-03-01 | 5396.12583670914 |
| 2018-04-01 | 5392.40619386053 |
| 2018-05-01 | 5389.52000973179 |
| 2018-06-01 | 5406.47200716961 |
| 2018-07-01 | 5408.61091508604 |
| 2018-08-01 | 5424.27957504342 |
| 2018-09-01 | 5422.67063802456 |
| 2018-10-01 | 5435.49697883085 |
| 2018-11-01 | 5439.34241299986 |
| 2018-12-01 | 5452.76280090517 |
| 2019-01-01 | 5449.50482269386 |
| 2019-02-01 | 5466.39472162199 |
| 2019-03-01 | 5470.11845594129 |
| 2019-04-01 | 5458.62026989632 |
| 2019-05-01 | 5463.84317145043 |
| 2019-06-01 | 5477.61491608085 |
| 2019-07-01 | 5473.63624604699 |
| 2019-08-01 | 5479.78684941604 |
| 2019-09-01 | 5489.37191161236 |
| 2019-10-01 | 5488.31028176957 |
| 2019-11-01 | 5508.76640191552 |
| 2019-12-01 | 5507.31479821359 |
| 2020-01-01 | 5545.76980684680 |
| 2020-02-01 | 5559.99923701641 |
| 2020-03-01 | 5486.99270381945 |
| 2020-04-01 | 4592.06796548816 |
| 2020-05-01 | 4601.79564527657 |
| 2020-06-01 | 4761.22639413576 |
| 2020-07-01 | 4781.58975360837 |
| 2020-08-01 | 4792.97666351961 |
| 2020-09-01 | 4845.80805911079 |
| 2020-10-01 | 4944.90935814435 |
| 2020-11-01 | 4979.37958995334 |
| 2020-12-01 | 4933.75572957756 |
| 2021-01-01 | 4883.84541004802 |
| 2021-02-01 | 4975.20612096924 |
| 2021-03-01 | 5025.57793601766 |
| 2021-04-01 | 5094.90432150003 |
| 2021-05-01 | 5140.19508586728 |
| 2021-06-01 | 5157.13640309316 |
| 2021-07-01 | 5230.24298185800 |
| 2021-08-01 | 5273.73783971465 |
| 2021-09-01 | 5249.17588695618 |
| 2021-10-01 | 5340.57326162863 |
| 2021-11-01 | 5364.15105315254 |
| 2021-12-01 | 5377.41887764352 |
| 2022-01-01 | 5363.22829258136 |
| 2022-02-01 | 5422.14316507857 |
| 2022-03-01 | 5436.23153437725 |
| 2022-04-01 | 5455.85011598516 |
| 2022-05-01 | 5459.92462045076 |
| 2022-06-01 | 5471.68987496998 |
| 2022-07-01 | 5485.43556259307 |
| 2022-08-01 | 5487.73258586803 |
| 2022-09-01 | 5491.26910127745 |
| 2022-10-01 | 5487.00626489030 |
| 2022-11-01 | 5492.30139374590 |
| 2022-12-01 | 5495.39835012547 |
| 2023-01-01 | 5486.31373260155 |
| 2023-02-01 | 5488.75742623528 |
| 2023-03-01 | 5489.01580237907 |
| 2023-04-01 | 5479.59147998181 |
| 2023-05-01 | 5496.28373541618 |
| 2023-06-01 | 5501.81027273122 |
| 2023-07-01 | 5489.20390244807 |
| 2023-08-01 | 5486.58717425910 |
| 2023-09-01 | 5496.14873375242 |
| 2023-10-01 | 5487.74815478248 |
| 2023-11-01 | 5495.39950478404 |
| 2023-12-01 | 5524.91318550018 |
| 2024-01-01 | 5572.86221700181 |
| 2024-02-01 | 5563.07655900657 |
| 2024-03-01 | 5563.89575529566 |
| 2024-04-01 | 5544.68366731887 |
| 2024-05-01 | 5539.56447570389 |
| 2024-06-01 | 5531.73045385979 |
| 2024-07-01 | 5554.41575978219 |
| 2024-08-01 | 5554.69741046578 |
| 2024-09-01 | 5562.36555310609 |
| 2024-10-01 | 5588.90908866596 |
| 2024-11-01 | 5594.06972274188 |
| 2024-12-01 | 5566.62999810800 |
| 2025-01-01 | 5559.21480150855 |
| 2025-02-01 | 5572.36124664294 |
| 2025-03-01 | 5570.02407981619 |
| 2025-04-01 | 5595.92187517505 |
| 2025-05-01 | 5597.07915913733 |
| 2025-06-01 | 5582.21833514118 |
| 2025-07-01 | 5575.51149984150 |
| 2025-08-01 | 5583.45557113801 |
| 2025-09-01 | 5566.69459384197 |
| 2025-10-01 | 5568.50027990294 |
| 2025-11-01 | 5567.20946561909 |
| 2025-12-01 | 5573.22162611860 |
| 2026-01-01 | 5603.79307537435 |
| 2026-02-01 | 5588.66731112358 |
| 2026-03-01 | 5601.32151726622 |
| 2026-04-01 | 5595.50837217928 |