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 2026-06-01 |
| Last Updated | 2026-07-22 10:40 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 | 4103.92756677982 |
| 1990-02-01 | 4113.98932759791 |
| 1990-03-01 | 4116.52818475634 |
| 1990-04-01 | 4118.33308096775 |
| 1990-05-01 | 4119.41943208881 |
| 1990-06-01 | 4112.02838464891 |
| 1990-07-01 | 4093.10449746243 |
| 1990-08-01 | 4088.01187519017 |
| 1990-09-01 | 4072.89886727165 |
| 1990-10-01 | 4084.64153670708 |
| 1990-11-01 | 4081.76857669246 |
| 1990-12-01 | 4077.66192312957 |
| 1991-01-01 | 4064.37282342928 |
| 1991-02-01 | 4053.67947308243 |
| 1991-03-01 | 4047.07312181623 |
| 1991-04-01 | 4050.08633639835 |
| 1991-05-01 | 4042.17966427149 |
| 1991-06-01 | 4035.83734170939 |
| 1991-07-01 | 4032.96024725810 |
| 1991-08-01 | 4029.37427449857 |
| 1991-09-01 | 4024.69316941280 |
| 1991-10-01 | 4026.20744509010 |
| 1991-11-01 | 4018.22054485908 |
| 1991-12-01 | 4008.18590621979 |
| 1992-01-01 | 3949.27132990850 |
| 1992-02-01 | 3939.62321216660 |
| 1992-03-01 | 3942.29867670818 |
| 1992-04-01 | 3940.24254922096 |
| 1992-05-01 | 3934.46960356529 |
| 1992-06-01 | 3923.48497044629 |
| 1992-07-01 | 3929.01356392053 |
| 1992-08-01 | 3918.41661535458 |
| 1992-09-01 | 3911.79008098204 |
| 1992-10-01 | 3924.58166141305 |
| 1992-11-01 | 3917.37587805922 |
| 1992-12-01 | 3912.25172079371 |
| 1993-01-01 | 3917.02975996872 |
| 1993-02-01 | 3908.47853321660 |
| 1993-03-01 | 3894.18614217327 |
| 1993-04-01 | 3882.06644873995 |
| 1993-05-01 | 3878.08078213510 |
| 1993-06-01 | 3887.23341327807 |
| 1993-07-01 | 3892.12150533903 |
| 1993-08-01 | 3891.79369311833 |
| 1993-09-01 | 3893.07353097340 |
| 1993-10-01 | 3874.37561740171 |
| 1993-11-01 | 3867.28711165858 |
| 1993-12-01 | 3883.15573664371 |
| 1994-01-01 | 3874.83114507460 |
| 1994-02-01 | 3887.40167817680 |
| 1994-03-01 | 3896.42409334423 |
| 1994-04-01 | 3899.10961221638 |
| 1994-05-01 | 3896.57624397400 |
| 1994-06-01 | 3897.06029037430 |
| 1994-07-01 | 3899.72291369914 |
| 1994-08-01 | 3905.80823730939 |
| 1994-09-01 | 3915.34307106244 |
| 1994-10-01 | 3913.79454676115 |
| 1994-11-01 | 3923.91997768583 |
| 1994-12-01 | 3931.27644933850 |
| 1995-01-01 | 3940.11326717864 |
| 1995-02-01 | 3960.73510041446 |
| 1995-03-01 | 3950.90092010104 |
| 1995-04-01 | 3946.09524902206 |
| 1995-05-01 | 3956.68499740092 |
| 1995-06-01 | 3963.46327996242 |
| 1995-07-01 | 3951.00172036261 |
| 1995-08-01 | 3966.94241609718 |
| 1995-09-01 | 3984.99036087714 |
| 1995-10-01 | 3976.64999107269 |
| 1995-11-01 | 3986.79743267204 |
| 1995-12-01 | 3996.23722809984 |
| 1996-01-01 | 3981.44387606329 |
| 1996-02-01 | 3999.15968324602 |
| 1996-03-01 | 4005.38117530980 |
| 1996-04-01 | 4013.19592358512 |
| 1996-05-01 | 4026.19679178483 |
| 1996-06-01 | 4029.45992755023 |
| 1996-07-01 | 4034.58949301536 |
| 1996-08-01 | 4044.59878961271 |
| 1996-09-01 | 4053.64132555151 |
| 1996-10-01 | 4059.23710204914 |
| 1996-11-01 | 4070.84049737635 |
| 1996-12-01 | 4069.39564903119 |
| 1997-01-01 | 4083.55467629870 |
| 1997-02-01 | 4093.77909643749 |
| 1997-03-01 | 4106.89987091710 |
| 1997-04-01 | 4121.41573448454 |
| 1997-05-01 | 4126.91283876950 |
| 1997-06-01 | 4141.01992334436 |
| 1997-07-01 | 4145.75779078571 |
| 1997-08-01 | 4152.85531055333 |
| 1997-09-01 | 4157.96090706222 |
| 1997-10-01 | 4182.28748907484 |
| 1997-11-01 | 4182.39925076803 |
| 1997-12-01 | 4196.88928010360 |
| 1998-01-01 | 4214.96946663549 |
| 1998-02-01 | 4219.06898853933 |
| 1998-03-01 | 4230.16176106591 |
| 1998-04-01 | 4240.74179323819 |
| 1998-05-01 | 4256.99663109101 |
| 1998-06-01 | 4271.59575071668 |
| 1998-07-01 | 4278.66875719781 |
| 1998-08-01 | 4287.40829005563 |
| 1998-09-01 | 4296.06517927434 |
| 1998-10-01 | 4301.64033885956 |
| 1998-11-01 | 4313.79248102940 |
| 1998-12-01 | 4318.25376708146 |
| 1999-01-01 | 4316.98223030189 |
| 1999-02-01 | 4332.15281840775 |
| 1999-03-01 | 4332.43090924045 |
| 1999-04-01 | 4353.12618215230 |
| 1999-05-01 | 4357.36349018295 |
| 1999-06-01 | 4358.10774564953 |
| 1999-07-01 | 4391.26090614747 |
| 1999-08-01 | 4381.95617535092 |
| 1999-09-01 | 4384.96051626682 |
| 1999-10-01 | 4409.49686603004 |
| 1999-11-01 | 4420.87649934751 |
| 1999-12-01 | 4433.34785830126 |
| 2000-01-01 | 4428.88318638269 |
| 2000-02-01 | 4442.92305498518 |
| 2000-03-01 | 4451.02816832899 |
| 2000-04-01 | 4460.64810549934 |
| 2000-05-01 | 4478.28748929864 |
| 2000-06-01 | 4471.19031605689 |
| 2000-07-01 | 4489.87704141347 |
| 2000-08-01 | 4501.44205750416 |
| 2000-09-01 | 4512.87299799868 |
| 2000-10-01 | 4512.05503465200 |
| 2000-11-01 | 4524.20644066352 |
| 2000-12-01 | 4526.30228734647 |
| 2001-01-01 | 4559.99901654431 |
| 2001-02-01 | 4563.19805478759 |
| 2001-03-01 | 4576.52921461991 |
| 2001-04-01 | 4556.86039009086 |
| 2001-05-01 | 4547.58715657315 |
| 2001-06-01 | 4558.21109462330 |
| 2001-07-01 | 4542.66378169588 |
| 2001-08-01 | 4546.65540191467 |
| 2001-09-01 | 4542.29743731871 |
| 2001-10-01 | 4542.52619127254 |
| 2001-11-01 | 4532.78162670164 |
| 2001-12-01 | 4536.13104502893 |
| 2002-01-01 | 4536.88746190892 |
| 2002-02-01 | 4535.79882631089 |
| 2002-03-01 | 4553.40166324596 |
| 2002-04-01 | 4556.81983394669 |
| 2002-05-01 | 4564.43466957124 |
| 2002-06-01 | 4570.31855915897 |
| 2002-07-01 | 4564.50217165829 |
| 2002-08-01 | 4572.29099809673 |
| 2002-09-01 | 4578.42941509428 |
| 2002-10-01 | 4585.53870487994 |
| 2002-11-01 | 4593.57415247046 |
| 2002-12-01 | 4588.05737270781 |
| 2003-01-01 | 4584.78843410923 |
| 2003-02-01 | 4586.81633691039 |
| 2003-03-01 | 4588.46797353750 |
| 2003-04-01 | 4588.26474202271 |
| 2003-05-01 | 4593.34808056734 |
| 2003-06-01 | 4594.08773026425 |
| 2003-07-01 | 4606.53471598226 |
| 2003-08-01 | 4610.92783619687 |
| 2003-09-01 | 4596.58747203343 |
| 2003-10-01 | 4618.78749271107 |
| 2003-11-01 | 4611.72090200380 |
| 2003-12-01 | 4612.09750540008 |
| 2004-01-01 | 4627.42998538290 |
| 2004-02-01 | 4630.69346204659 |
| 2004-03-01 | 4634.39097507933 |
| 2004-04-01 | 4642.37515590790 |
| 2004-05-01 | 4654.08274727084 |
| 2004-06-01 | 4648.29374275671 |
| 2004-07-01 | 4670.72855964624 |
| 2004-08-01 | 4657.89836116536 |
| 2004-09-01 | 4649.44908171691 |
| 2004-10-01 | 4674.38144871268 |
| 2004-11-01 | 4688.09358958713 |
| 2004-12-01 | 4680.07973832471 |
| 2005-01-01 | 4687.33492490930 |
| 2005-02-01 | 4690.65066761123 |
| 2005-03-01 | 4693.61146812321 |
| 2005-04-01 | 4707.01719261714 |
| 2005-05-01 | 4708.09336740785 |
| 2005-06-01 | 4719.99759649122 |
| 2005-07-01 | 4728.86968690363 |
| 2005-08-01 | 4740.56133816553 |
| 2005-09-01 | 4749.62579878786 |
| 2005-10-01 | 4754.78539947656 |
| 2005-11-01 | 4770.86290058088 |
| 2005-12-01 | 4781.23432576880 |
| 2006-01-01 | 4788.64708047361 |
| 2006-02-01 | 4802.67308429736 |
| 2006-03-01 | 4806.06845121590 |
| 2006-04-01 | 4808.97013853852 |
| 2006-05-01 | 4815.53703189610 |
| 2006-06-01 | 4829.30351999043 |
| 2006-07-01 | 4829.78343451477 |
| 2006-08-01 | 4838.77268165842 |
| 2006-09-01 | 4842.90232824211 |
| 2006-10-01 | 4847.93165357508 |
| 2006-11-01 | 4851.57692628457 |
| 2006-12-01 | 4861.15513156266 |
| 2007-01-01 | 4866.19200543534 |
| 2007-02-01 | 4874.50539189230 |
| 2007-03-01 | 4880.54649497666 |
| 2007-04-01 | 4863.64267649879 |
| 2007-05-01 | 4867.04238864048 |
| 2007-06-01 | 4875.08538478125 |
| 2007-07-01 | 4891.18622798402 |
| 2007-08-01 | 4890.82616759274 |
| 2007-09-01 | 4892.00933630073 |
| 2007-10-01 | 4882.75843536038 |
| 2007-11-01 | 4890.69273090337 |
| 2007-12-01 | 4900.69587556702 |
| 2008-01-01 | 4871.95245934725 |
| 2008-02-01 | 4882.92491538521 |
| 2008-03-01 | 4879.91673419239 |
| 2008-04-01 | 4885.17430798201 |
| 2008-05-01 | 4881.14805039790 |
| 2008-06-01 | 4874.22389491897 |
| 2008-07-01 | 4874.30813782822 |
| 2008-08-01 | 4860.85711169605 |
| 2008-09-01 | 4848.39490089276 |
| 2008-10-01 | 4824.18070853916 |
| 2008-11-01 | 4793.71973743899 |
| 2008-12-01 | 4771.56880004624 |
| 2009-01-01 | 4734.40333700466 |
| 2009-02-01 | 4707.82738467315 |
| 2009-03-01 | 4685.70842424261 |
| 2009-04-01 | 4651.30697495365 |
| 2009-05-01 | 4640.35501420397 |
| 2009-06-01 | 4625.22781415521 |
| 2009-07-01 | 4599.01177316411 |
| 2009-08-01 | 4579.65401164778 |
| 2009-09-01 | 4567.36166770002 |
| 2009-10-01 | 4582.65143124508 |
| 2009-11-01 | 4571.66236198684 |
| 2009-12-01 | 4572.04228465133 |
| 2010-01-01 | 4576.78247539600 |
| 2010-02-01 | 4569.61532788536 |
| 2010-03-01 | 4566.43477759297 |
| 2010-04-01 | 4593.04682821858 |
| 2010-05-01 | 4606.55457150222 |
| 2010-06-01 | 4600.54113364178 |
| 2010-07-01 | 4591.81355525207 |
| 2010-08-01 | 4589.99572337409 |
| 2010-09-01 | 4587.27232552813 |
| 2010-10-01 | 4606.39019794533 |
| 2010-11-01 | 4603.93351366328 |
| 2010-12-01 | 4611.75703536539 |
| 2011-01-01 | 4622.27747335594 |
| 2011-02-01 | 4628.34866834124 |
| 2011-03-01 | 4624.84054390653 |
| 2011-04-01 | 4617.27137144632 |
| 2011-05-01 | 4615.25832600964 |
| 2011-06-01 | 4616.93893760309 |
| 2011-07-01 | 4628.36444259295 |
| 2011-08-01 | 4627.83684647739 |
| 2011-09-01 | 4642.58195433146 |
| 2011-10-01 | 4641.36708571604 |
| 2011-11-01 | 4648.28983921095 |
| 2011-12-01 | 4657.59129919818 |
| 2012-01-01 | 4669.44719735518 |
| 2012-02-01 | 4687.60491539874 |
| 2012-03-01 | 4702.01006808032 |
| 2012-04-01 | 4727.11906383040 |
| 2012-05-01 | 4742.57953189401 |
| 2012-06-01 | 4753.84892860368 |
| 2012-07-01 | 4755.86693388475 |
| 2012-08-01 | 4766.40859133795 |
| 2012-09-01 | 4772.04435289521 |
| 2012-10-01 | 4777.47667313182 |
| 2012-11-01 | 4797.24397608599 |
| 2012-12-01 | 4806.28353747582 |
| 2013-01-01 | 4786.97954558342 |
| 2013-02-01 | 4805.62442745444 |
| 2013-03-01 | 4811.23996655549 |
| 2013-04-01 | 4826.14072232788 |
| 2013-05-01 | 4836.23667822038 |
| 2013-06-01 | 4847.02710316252 |
| 2013-07-01 | 4853.28790086650 |
| 2013-08-01 | 4873.16198544572 |
| 2013-09-01 | 4872.41563066573 |
| 2013-10-01 | 4881.91352880830 |
| 2013-11-01 | 4899.02656729421 |
| 2013-12-01 | 4906.17309790416 |
| 2014-01-01 | 4917.19749537948 |
| 2014-02-01 | 4916.15393553502 |
| 2014-03-01 | 4926.75843364014 |
| 2014-04-01 | 4930.43109673272 |
| 2014-05-01 | 4942.25566835614 |
| 2014-06-01 | 4946.85095184623 |
| 2014-07-01 | 4943.30681845279 |
| 2014-08-01 | 4978.38976177647 |
| 2014-09-01 | 4985.50533604519 |
| 2014-10-01 | 4993.23224098206 |
| 2014-11-01 | 4998.76525374733 |
| 2014-12-01 | 5009.41840421628 |
| 2015-01-01 | 5013.33416446665 |
| 2015-02-01 | 5031.08471660481 |
| 2015-03-01 | 5041.22299055147 |
| 2015-04-01 | 5051.52948155986 |
| 2015-05-01 | 5054.21175927828 |
| 2015-06-01 | 5071.28546412700 |
| 2015-07-01 | 5100.01438865472 |
| 2015-08-01 | 5106.53794330509 |
| 2015-09-01 | 5119.37246821077 |
| 2015-10-01 | 5149.45041628312 |
| 2015-11-01 | 5146.63661784078 |
| 2015-12-01 | 5153.32830129778 |
| 2016-01-01 | 5180.55829668774 |
| 2016-02-01 | 5190.46247350097 |
| 2016-03-01 | 5183.49692221140 |
| 2016-04-01 | 5225.61782469096 |
| 2016-05-01 | 5229.38322495399 |
| 2016-06-01 | 5211.44842376104 |
| 2016-07-01 | 5241.41307646115 |
| 2016-08-01 | 5243.71812795361 |
| 2016-09-01 | 5253.26408868436 |
| 2016-10-01 | 5261.13749187418 |
| 2016-11-01 | 5265.73573097345 |
| 2016-12-01 | 5270.22974102481 |
| 2017-01-01 | 5260.89320588712 |
| 2017-02-01 | 5272.64219316935 |
| 2017-03-01 | 5278.19404284444 |
| 2017-04-01 | 5287.81096711330 |
| 2017-05-01 | 5303.41472781569 |
| 2017-06-01 | 5311.36657702039 |
| 2017-07-01 | 5321.28730982862 |
| 2017-08-01 | 5327.96789980597 |
| 2017-09-01 | 5345.42122806479 |
| 2017-10-01 | 5355.77825471140 |
| 2017-11-01 | 5356.68203512811 |
| 2017-12-01 | 5368.25055927773 |
| 2018-01-01 | 5384.64271057004 |
| 2018-02-01 | 5387.95739955756 |
| 2018-03-01 | 5396.16522611715 |
| 2018-04-01 | 5392.38536283169 |
| 2018-05-01 | 5389.60623671935 |
| 2018-06-01 | 5406.37574304365 |
| 2018-07-01 | 5408.53675231965 |
| 2018-08-01 | 5424.23378790956 |
| 2018-09-01 | 5422.77205483265 |
| 2018-10-01 | 5435.48598743858 |
| 2018-11-01 | 5439.35746702854 |
| 2018-12-01 | 5452.74953292849 |
| 2019-01-01 | 5449.51256581755 |
| 2019-02-01 | 5466.41891963091 |
| 2019-03-01 | 5470.17866195156 |
| 2019-04-01 | 5458.56488163410 |
| 2019-05-01 | 5463.94795871725 |
| 2019-06-01 | 5477.48518863137 |
| 2019-07-01 | 5473.53964152800 |
| 2019-08-01 | 5479.72528177940 |
| 2019-09-01 | 5489.54548377860 |
| 2019-10-01 | 5488.28723955078 |
| 2019-11-01 | 5508.78522701904 |
| 2019-12-01 | 5507.28915480880 |
| 2020-01-01 | 5545.77785931001 |
| 2020-02-01 | 5560.03601971008 |
| 2020-03-01 | 5487.08260923276 |
| 2020-04-01 | 4591.98051428212 |
| 2020-05-01 | 4601.88474357376 |
| 2020-06-01 | 4761.12890609269 |
| 2020-07-01 | 4781.51136911276 |
| 2020-08-01 | 4792.91772617854 |
| 2020-09-01 | 4845.97927573549 |
| 2020-10-01 | 4944.85334923645 |
| 2020-11-01 | 4979.34964744761 |
| 2020-12-01 | 4933.69997984254 |
| 2021-01-01 | 4883.87281348793 |
| 2021-02-01 | 4975.27002752582 |
| 2021-03-01 | 5025.70949143656 |
| 2021-04-01 | 5094.85457435104 |
| 2021-05-01 | 5140.37885565299 |
| 2021-06-01 | 5156.92848381158 |
| 2021-07-01 | 5230.21608452666 |
| 2021-08-01 | 5273.69951944547 |
| 2021-09-01 | 5249.36016174477 |
| 2021-10-01 | 5340.26508163851 |
| 2021-11-01 | 5364.00907900538 |
| 2021-12-01 | 5377.32346169853 |
| 2022-01-01 | 5363.30272520036 |
| 2022-02-01 | 5422.30623118341 |
| 2022-03-01 | 5436.51435714533 |
| 2022-04-01 | 5455.88118449641 |
| 2022-05-01 | 5460.41798041434 |
| 2022-06-01 | 5471.35417616261 |
| 2022-07-01 | 5485.40338286739 |
| 2022-08-01 | 5487.69536757282 |
| 2022-09-01 | 5491.31956343340 |
| 2022-10-01 | 5486.33497321887 |
| 2022-11-01 | 5491.91572478806 |
| 2022-12-01 | 5495.17703442144 |
| 2023-01-01 | 5486.55005028366 |
| 2023-02-01 | 5489.06380480419 |
| 2023-03-01 | 5489.57496496494 |
| 2023-04-01 | 5479.73159422176 |
| 2023-05-01 | 5497.74880825209 |
| 2023-06-01 | 5500.94370546937 |
| 2023-07-01 | 5488.94552118108 |
| 2023-08-01 | 5486.62887187345 |
| 2023-09-01 | 5495.86302837493 |
| 2023-10-01 | 5486.59273976113 |
| 2023-11-01 | 5494.78957092576 |
| 2023-12-01 | 5524.60035322021 |
| 2024-01-01 | 5573.30532039771 |
| 2024-02-01 | 5563.59409380090 |
| 2024-03-01 | 5564.85545613974 |
| 2024-04-01 | 5545.13061805032 |
| 2024-05-01 | 5542.06499544729 |
| 2024-06-01 | 5530.07413752786 |
| 2024-07-01 | 5553.81298409463 |
| 2024-08-01 | 5554.80831133835 |
| 2024-09-01 | 5561.65934789610 |
| 2024-10-01 | 5587.35570627677 |
| 2024-11-01 | 5593.25336443126 |
| 2024-12-01 | 5566.20038353688 |
| 2025-01-01 | 5559.88429725927 |
| 2025-02-01 | 5573.06283510458 |
| 2025-03-01 | 5571.37395403337 |
| 2025-04-01 | 5596.74180129332 |
| 2025-05-01 | 5600.64483923400 |
| 2025-06-01 | 5579.65112494141 |
| 2025-07-01 | 5574.54435388729 |
| 2025-08-01 | 5583.66133251320 |
| 2025-09-01 | 5565.64614604007 |
| 2025-10-01 | 5566.57444451644 |
| 2025-11-01 | 5566.32804124245 |
| 2025-12-01 | 5572.82007658426 |
| 2026-01-01 | 5604.67672509825 |
| 2026-02-01 | 5589.59136994875 |
| 2026-03-01 | 5603.04906772904 |
| 2026-04-01 | 5602.45217293133 |
| 2026-05-01 | 5602.51079907932 |
| 2026-06-01 | 5629.09071577228 |