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 2026-05-01 |
| Last Updated | 2026-06-24 10:49 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 | 4103.96050649641 |
| 1990-02-01 | 4114.01548749704 |
| 1990-03-01 | 4116.54827922926 |
| 1990-04-01 | 4118.34734454427 |
| 1990-05-01 | 4119.42787949634 |
| 1990-06-01 | 4112.02859397766 |
| 1990-07-01 | 4093.10011088260 |
| 1990-08-01 | 4088.00168949394 |
| 1990-09-01 | 4072.90394572929 |
| 1990-10-01 | 4084.63004662393 |
| 1990-11-01 | 4081.74302758407 |
| 1990-12-01 | 4077.61161893687 |
| 1991-01-01 | 4064.40319511992 |
| 1991-02-01 | 4053.70409140042 |
| 1991-03-01 | 4047.09226220032 |
| 1991-04-01 | 4050.09995487380 |
| 1991-05-01 | 4042.18759392725 |
| 1991-06-01 | 4035.83752253916 |
| 1991-07-01 | 4032.95623501645 |
| 1991-08-01 | 4029.36526758839 |
| 1991-09-01 | 4024.69799676285 |
| 1991-10-01 | 4026.19792023705 |
| 1991-11-01 | 4018.19779781730 |
| 1991-12-01 | 4008.13994534478 |
| 1992-01-01 | 3949.29613225279 |
| 1992-02-01 | 3939.64491399223 |
| 1992-03-01 | 3942.31512347551 |
| 1992-04-01 | 3940.25515464662 |
| 1992-05-01 | 3934.47633922137 |
| 1992-06-01 | 3923.48517236055 |
| 1992-07-01 | 3929.01038005458 |
| 1992-08-01 | 3918.41031585974 |
| 1992-09-01 | 3911.79156187420 |
| 1992-10-01 | 3924.57603601237 |
| 1992-11-01 | 3917.35694016070 |
| 1992-12-01 | 3912.21335070682 |
| 1993-01-01 | 3917.05010134826 |
| 1993-02-01 | 3908.49685212768 |
| 1993-03-01 | 3894.19874186180 |
| 1993-04-01 | 3882.07712548729 |
| 1993-05-01 | 3878.08598195393 |
| 1993-06-01 | 3887.23319923649 |
| 1993-07-01 | 3892.11888629295 |
| 1993-08-01 | 3891.78978892316 |
| 1993-09-01 | 3893.07205334884 |
| 1993-10-01 | 3874.37340491677 |
| 1993-11-01 | 3867.27325455104 |
| 1993-12-01 | 3883.12896662688 |
| 1994-01-01 | 3874.84345420182 |
| 1994-02-01 | 3887.41529226586 |
| 1994-03-01 | 3896.43269298449 |
| 1994-04-01 | 3899.11829999092 |
| 1994-05-01 | 3896.57970438508 |
| 1994-06-01 | 3897.06008166411 |
| 1994-07-01 | 3899.72094249997 |
| 1994-08-01 | 3905.80637890692 |
| 1994-09-01 | 3915.33970041300 |
| 1994-10-01 | 3913.79485439856 |
| 1994-11-01 | 3923.91097136623 |
| 1994-12-01 | 3931.25884943046 |
| 1995-01-01 | 3940.12032324429 |
| 1995-02-01 | 3960.74450590797 |
| 1995-03-01 | 3950.90609206635 |
| 1995-04-01 | 3946.10147021702 |
| 1995-05-01 | 3956.68711591592 |
| 1995-06-01 | 3963.46302315825 |
| 1995-07-01 | 3951.00000102992 |
| 1995-08-01 | 3966.94133408417 |
| 1995-09-01 | 3984.98766970358 |
| 1995-10-01 | 3976.65039509483 |
| 1995-11-01 | 3986.79309001164 |
| 1995-12-01 | 3996.22863588082 |
| 1996-01-01 | 3981.44544250436 |
| 1996-02-01 | 3999.16527866769 |
| 1996-03-01 | 4005.38369558267 |
| 1996-04-01 | 4013.20026701028 |
| 1996-05-01 | 4026.19777241878 |
| 1996-06-01 | 4029.45997360204 |
| 1996-07-01 | 4034.58825300085 |
| 1996-08-01 | 4044.59845038549 |
| 1996-09-01 | 4053.63924505493 |
| 1996-10-01 | 4059.23706401762 |
| 1996-11-01 | 4070.83879131571 |
| 1996-12-01 | 4069.39144174018 |
| 1997-01-01 | 4083.55536906442 |
| 1997-02-01 | 4093.78219444082 |
| 1997-03-01 | 4106.90091094016 |
| 1997-04-01 | 4121.41822828442 |
| 1997-05-01 | 4126.91327854756 |
| 1997-06-01 | 4141.01985459405 |
| 1997-07-01 | 4145.75695084711 |
| 1997-08-01 | 4152.85521957998 |
| 1997-09-01 | 4157.95921122679 |
| 1997-10-01 | 4182.28720625541 |
| 1997-11-01 | 4182.39879407299 |
| 1997-12-01 | 4196.88874652983 |
| 1998-01-01 | 4214.96925050690 |
| 1998-02-01 | 4219.07024923859 |
| 1998-03-01 | 4230.16216894402 |
| 1998-04-01 | 4240.74298310101 |
| 1998-05-01 | 4256.99674848133 |
| 1998-06-01 | 4271.59567868223 |
| 1998-07-01 | 4278.66829344410 |
| 1998-08-01 | 4287.40817589562 |
| 1998-09-01 | 4296.06418431589 |
| 1998-10-01 | 4301.64019214657 |
| 1998-11-01 | 4313.79243546590 |
| 1998-12-01 | 4318.25377999893 |
| 1999-01-01 | 4316.98241930416 |
| 1999-02-01 | 4332.15313227731 |
| 1999-03-01 | 4332.43128141495 |
| 1999-04-01 | 4353.12643018735 |
| 1999-05-01 | 4357.36356292617 |
| 1999-06-01 | 4358.10762767202 |
| 1999-07-01 | 4391.26068606982 |
| 1999-08-01 | 4381.95597510355 |
| 1999-09-01 | 4384.96026655305 |
| 1999-10-01 | 4409.49675181658 |
| 1999-11-01 | 4420.87654233432 |
| 1999-12-01 | 4433.34797657432 |
| 2000-01-01 | 4428.88332027302 |
| 2000-02-01 | 4442.92316647541 |
| 2000-03-01 | 4451.02826814283 |
| 2000-04-01 | 4460.64814816379 |
| 2000-05-01 | 4478.28747711973 |
| 2000-06-01 | 4471.19023487143 |
| 2000-07-01 | 4489.87695438909 |
| 2000-08-01 | 4501.44203401222 |
| 2000-09-01 | 4512.87288476195 |
| 2000-10-01 | 4512.05502074370 |
| 2000-11-01 | 4524.20647772636 |
| 2000-12-01 | 4526.30234309887 |
| 2001-01-01 | 4559.99906214212 |
| 2001-02-01 | 4563.19808603238 |
| 2001-03-01 | 4576.52924926853 |
| 2001-04-01 | 4556.86039980275 |
| 2001-05-01 | 4547.58714562344 |
| 2001-06-01 | 4558.21103866551 |
| 2001-07-01 | 4542.66375288750 |
| 2001-08-01 | 4546.65541676417 |
| 2001-09-01 | 4542.29738080861 |
| 2001-10-01 | 4542.52620391983 |
| 2001-11-01 | 4532.78164110945 |
| 2001-12-01 | 4536.13106661455 |
| 2002-01-01 | 4536.88747498475 |
| 2002-02-01 | 4535.79883773994 |
| 2002-03-01 | 4553.40168718567 |
| 2002-04-01 | 4556.81984024736 |
| 2002-05-01 | 4564.43466387829 |
| 2002-06-01 | 4570.31852055451 |
| 2002-07-01 | 4564.50215592947 |
| 2002-08-01 | 4572.29100502810 |
| 2002-09-01 | 4578.42938940287 |
| 2002-10-01 | 4585.53871226097 |
| 2002-11-01 | 4593.57416267719 |
| 2002-12-01 | 4588.05738698504 |
| 2003-01-01 | 4584.78844149309 |
| 2003-02-01 | 4586.81634254599 |
| 2003-03-01 | 4588.46798750282 |
| 2003-04-01 | 4588.26474300935 |
| 2003-05-01 | 4593.34807474731 |
| 2003-06-01 | 4594.08770483878 |
| 2003-07-01 | 4606.53471095858 |
| 2003-08-01 | 4610.92783329046 |
| 2003-09-01 | 4596.58747448802 |
| 2003-10-01 | 4618.78749302783 |
| 2003-11-01 | 4611.72090673522 |
| 2003-12-01 | 4612.09751223178 |
| 2004-01-01 | 4627.42998857721 |
| 2004-02-01 | 4630.69346387923 |
| 2004-03-01 | 4634.39098086381 |
| 2004-04-01 | 4642.37515423217 |
| 2004-05-01 | 4654.08274359344 |
| 2004-06-01 | 4648.29373619391 |
| 2004-07-01 | 4670.72855357037 |
| 2004-08-01 | 4657.89835963176 |
| 2004-09-01 | 4649.44908594833 |
| 2004-10-01 | 4674.38144896797 |
| 2004-11-01 | 4688.09359200156 |
| 2004-12-01 | 4680.07974024000 |
| 2005-01-01 | 4687.33492639711 |
| 2005-02-01 | 4690.65066844118 |
| 2005-03-01 | 4693.61146857283 |
| 2005-04-01 | 4707.01719258061 |
| 2005-05-01 | 4708.09336650141 |
| 2005-06-01 | 4719.99759319409 |
| 2005-07-01 | 4728.86968347643 |
| 2005-08-01 | 4740.56133827821 |
| 2005-09-01 | 4749.62580222191 |
| 2005-10-01 | 4754.78539916358 |
| 2005-11-01 | 4770.86290184768 |
| 2005-12-01 | 4781.23432648429 |
| 2006-01-01 | 4788.64708085569 |
| 2006-02-01 | 4802.67308429295 |
| 2006-03-01 | 4806.06845123461 |
| 2006-04-01 | 4808.97013816721 |
| 2006-05-01 | 4815.53703127416 |
| 2006-06-01 | 4829.30351914191 |
| 2006-07-01 | 4829.78343256257 |
| 2006-08-01 | 4838.77268222707 |
| 2006-09-01 | 4842.90232849616 |
| 2006-10-01 | 4847.93165403980 |
| 2006-11-01 | 4851.57692733089 |
| 2006-12-01 | 4861.15513230158 |
| 2007-01-01 | 4866.19200614976 |
| 2007-02-01 | 4874.50539300829 |
| 2007-03-01 | 4880.54649704269 |
| 2007-04-01 | 4863.64267467707 |
| 2007-05-01 | 4867.04238695792 |
| 2007-06-01 | 4875.08538492273 |
| 2007-07-01 | 4891.18622431273 |
| 2007-08-01 | 4890.82616341636 |
| 2007-09-01 | 4892.00933259437 |
| 2007-10-01 | 4882.75843639626 |
| 2007-11-01 | 4890.69273548798 |
| 2007-12-01 | 4900.69588209983 |
| 2008-01-01 | 4871.95246512337 |
| 2008-02-01 | 4882.92491951751 |
| 2008-03-01 | 4879.91673812165 |
| 2008-04-01 | 4885.17430455933 |
| 2008-05-01 | 4881.14804725460 |
| 2008-06-01 | 4874.22389248315 |
| 2008-07-01 | 4874.30812579431 |
| 2008-08-01 | 4860.85709269758 |
| 2008-09-01 | 4848.39488658336 |
| 2008-10-01 | 4824.18071068237 |
| 2008-11-01 | 4793.71975550052 |
| 2008-12-01 | 4771.56882562230 |
| 2009-01-01 | 4734.40335753392 |
| 2009-02-01 | 4707.82739450706 |
| 2009-03-01 | 4685.70842675441 |
| 2009-04-01 | 4651.30696794186 |
| 2009-05-01 | 4640.35501172473 |
| 2009-06-01 | 4625.22780138507 |
| 2009-07-01 | 4599.01173578567 |
| 2009-08-01 | 4579.65396452327 |
| 2009-09-01 | 4567.36162776921 |
| 2009-10-01 | 4582.65140784267 |
| 2009-11-01 | 4571.66236298989 |
| 2009-12-01 | 4572.04252148540 |
| 2010-01-01 | 4576.78250568651 |
| 2010-02-01 | 4569.61535697882 |
| 2010-03-01 | 4566.43476711599 |
| 2010-04-01 | 4593.04676123058 |
| 2010-05-01 | 4606.55448678065 |
| 2010-06-01 | 4600.54105235315 |
| 2010-07-01 | 4591.81347870327 |
| 2010-08-01 | 4589.99557768996 |
| 2010-09-01 | 4587.27229560398 |
| 2010-10-01 | 4606.39021513691 |
| 2010-11-01 | 4603.93361432634 |
| 2010-12-01 | 4611.75765087859 |
| 2011-01-01 | 4622.27766534922 |
| 2011-02-01 | 4628.34873776428 |
| 2011-03-01 | 4624.84036187174 |
| 2011-04-01 | 4617.27098323050 |
| 2011-05-01 | 4615.25791978968 |
| 2011-06-01 | 4616.93865753736 |
| 2011-07-01 | 4628.36437859327 |
| 2011-08-01 | 4627.83675761737 |
| 2011-09-01 | 4642.58201026218 |
| 2011-10-01 | 4641.36721461280 |
| 2011-11-01 | 4648.29022721336 |
| 2011-12-01 | 4657.59259869445 |
| 2012-01-01 | 4669.44766748046 |
| 2012-02-01 | 4687.60498031764 |
| 2012-03-01 | 4702.00971812007 |
| 2012-04-01 | 4727.11852208446 |
| 2012-05-01 | 4742.57672743177 |
| 2012-06-01 | 4753.84879278785 |
| 2012-07-01 | 4755.86766361968 |
| 2012-08-01 | 4766.40852115974 |
| 2012-09-01 | 4772.04436492217 |
| 2012-10-01 | 4777.47730463856 |
| 2012-11-01 | 4797.24489015963 |
| 2012-12-01 | 4806.28580473320 |
| 2013-01-01 | 4786.98069770092 |
| 2013-02-01 | 4805.62537446664 |
| 2013-03-01 | 4811.23949496484 |
| 2013-04-01 | 4826.13651228399 |
| 2013-05-01 | 4836.23195069434 |
| 2013-06-01 | 4847.02763062764 |
| 2013-07-01 | 4853.28944052016 |
| 2013-08-01 | 4873.16220716279 |
| 2013-09-01 | 4872.41598468267 |
| 2013-10-01 | 4881.91486355314 |
| 2013-11-01 | 4899.02811191293 |
| 2013-12-01 | 4906.17655985609 |
| 2014-01-01 | 4917.19968993914 |
| 2014-02-01 | 4916.15595748463 |
| 2014-03-01 | 4926.75754285102 |
| 2014-04-01 | 4930.42233215903 |
| 2014-05-01 | 4942.24811452494 |
| 2014-06-01 | 4946.85173686948 |
| 2014-07-01 | 4943.30933860653 |
| 2014-08-01 | 4978.39099584766 |
| 2014-09-01 | 4985.50704591359 |
| 2014-10-01 | 4993.23502428996 |
| 2014-11-01 | 4998.76802745898 |
| 2014-12-01 | 5009.42310118457 |
| 2015-01-01 | 5013.33677126713 |
| 2015-02-01 | 5031.08680407015 |
| 2015-03-01 | 5041.22124033337 |
| 2015-04-01 | 5051.51720611243 |
| 2015-05-01 | 5054.19392892620 |
| 2015-06-01 | 5071.28990815166 |
| 2015-07-01 | 5100.01997110378 |
| 2015-08-01 | 5106.54194003120 |
| 2015-09-01 | 5119.37675492202 |
| 2015-10-01 | 5149.45578898315 |
| 2015-11-01 | 5146.64240278688 |
| 2015-12-01 | 5153.33441973404 |
| 2016-01-01 | 5180.55956026929 |
| 2016-02-01 | 5190.46011063594 |
| 2016-03-01 | 5183.48981790422 |
| 2016-04-01 | 5225.60284252175 |
| 2016-05-01 | 5229.35441354827 |
| 2016-06-01 | 5211.45952016983 |
| 2016-07-01 | 5241.42518960898 |
| 2016-08-01 | 5243.72566944517 |
| 2016-09-01 | 5253.27080758502 |
| 2016-10-01 | 5261.14681664310 |
| 2016-11-01 | 5265.75136494324 |
| 2016-12-01 | 5270.23188573698 |
| 2017-01-01 | 5260.89324651342 |
| 2017-02-01 | 5272.63195306601 |
| 2017-03-01 | 5278.17841708139 |
| 2017-04-01 | 5287.78559908547 |
| 2017-05-01 | 5303.35745318027 |
| 2017-06-01 | 5311.41599350762 |
| 2017-07-01 | 5321.32341526483 |
| 2017-08-01 | 5327.95932839107 |
| 2017-09-01 | 5345.41699312271 |
| 2017-10-01 | 5355.80321528327 |
| 2017-11-01 | 5356.70013040736 |
| 2017-12-01 | 5368.26033521594 |
| 2018-01-01 | 5384.66271383547 |
| 2018-02-01 | 5387.96729114712 |
| 2018-03-01 | 5396.01425835724 |
| 2018-04-01 | 5392.42794924073 |
| 2018-05-01 | 5389.52296958016 |
| 2018-06-01 | 5406.44720876599 |
| 2018-07-01 | 5408.59996047633 |
| 2018-08-01 | 5424.21902648134 |
| 2018-09-01 | 5422.73605996617 |
| 2018-10-01 | 5435.53113433222 |
| 2018-11-01 | 5439.38871561035 |
| 2018-12-01 | 5452.77988963433 |
| 2019-01-01 | 5449.56792594011 |
| 2019-02-01 | 5466.44906814731 |
| 2019-03-01 | 5469.87771377257 |
| 2019-04-01 | 5458.66128534532 |
| 2019-05-01 | 5463.82515486883 |
| 2019-06-01 | 5477.57100810292 |
| 2019-07-01 | 5473.62836516860 |
| 2019-08-01 | 5479.70505772804 |
| 2019-09-01 | 5489.47794145836 |
| 2019-10-01 | 5488.36422661340 |
| 2019-11-01 | 5508.84525813561 |
| 2019-12-01 | 5507.35467043697 |
| 2020-01-01 | 5545.87866575842 |
| 2020-02-01 | 5560.11860978291 |
| 2020-03-01 | 5486.68565056044 |
| 2020-04-01 | 4591.93611573154 |
| 2020-05-01 | 4601.81152837093 |
| 2020-06-01 | 4761.19445802557 |
| 2020-07-01 | 4781.58380698761 |
| 2020-08-01 | 4792.91299678124 |
| 2020-09-01 | 4845.92964597151 |
| 2020-10-01 | 4944.96598973523 |
| 2020-11-01 | 4979.45290487095 |
| 2020-12-01 | 4933.85809892841 |
| 2021-01-01 | 4883.96741557825 |
| 2021-02-01 | 4975.34097147238 |
| 2021-03-01 | 5025.33836806435 |
| 2021-04-01 | 5094.52903687716 |
| 2021-05-01 | 5140.26794933755 |
| 2021-06-01 | 5156.99622474902 |
| 2021-07-01 | 5230.28172274827 |
| 2021-08-01 | 5273.69710160745 |
| 2021-09-01 | 5249.32339176670 |
| 2021-10-01 | 5340.68615773665 |
| 2021-11-01 | 5364.17121890290 |
| 2021-12-01 | 5377.63054003221 |
| 2022-01-01 | 5363.36249621284 |
| 2022-02-01 | 5422.34608970456 |
| 2022-03-01 | 5436.01826072066 |
| 2022-04-01 | 5455.26823918123 |
| 2022-05-01 | 5460.03785951859 |
| 2022-06-01 | 5471.40455551709 |
| 2022-07-01 | 5485.50581704578 |
| 2022-08-01 | 5487.74047219227 |
| 2022-09-01 | 5491.41190338733 |
| 2022-10-01 | 5487.16836019242 |
| 2022-11-01 | 5492.25944862961 |
| 2022-12-01 | 5495.71081034698 |
| 2023-01-01 | 5486.44414184990 |
| 2023-02-01 | 5489.00419950452 |
| 2023-03-01 | 5488.99592314266 |
| 2023-04-01 | 5478.76622268434 |
| 2023-05-01 | 5496.44042138930 |
| 2023-06-01 | 5501.39619559868 |
| 2023-07-01 | 5489.22656562341 |
| 2023-08-01 | 5486.62460733989 |
| 2023-09-01 | 5496.27359372910 |
| 2023-10-01 | 5487.96921956524 |
| 2023-11-01 | 5495.34702257225 |
| 2023-12-01 | 5525.31548747735 |
| 2024-01-01 | 5573.01963630355 |
| 2024-02-01 | 5563.41410495399 |
| 2024-03-01 | 5564.15005986321 |
| 2024-04-01 | 5543.64671679027 |
| 2024-05-01 | 5539.40107333887 |
| 2024-06-01 | 5531.31909878288 |
| 2024-07-01 | 5554.35262527681 |
| 2024-08-01 | 5554.76000830731 |
| 2024-09-01 | 5562.50632671152 |
| 2024-10-01 | 5589.18784742957 |
| 2024-11-01 | 5594.05860305292 |
| 2024-12-01 | 5567.11906703788 |
| 2025-01-01 | 5559.42392094461 |
| 2025-02-01 | 5572.75550658922 |
| 2025-03-01 | 5570.53726851728 |
| 2025-04-01 | 5594.81693581055 |
| 2025-05-01 | 5596.44557494045 |
| 2025-06-01 | 5581.79490004871 |
| 2025-07-01 | 5575.37441297555 |
| 2025-08-01 | 5583.52684635683 |
| 2025-09-01 | 5566.87775345313 |
| 2025-10-01 | 5568.85695658040 |
| 2025-11-01 | 5567.26792031655 |
| 2025-12-01 | 5573.81611204942 |
| 2026-01-01 | 5604.10227356194 |
| 2026-02-01 | 5589.16471818562 |
| 2026-03-01 | 5601.95524015212 |
| 2026-04-01 | 5600.31807302233 |
| 2026-05-01 | 5599.19740782993 |