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 2026-07-01 |
| Last Updated | 2026-08-21 7:25 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 | 4103.89987347979 |
| 1990-02-01 | 4113.96733178311 |
| 1990-03-01 | 4116.51128829661 |
| 1990-04-01 | 4118.32108683231 |
| 1990-05-01 | 4119.41232665363 |
| 1990-06-01 | 4112.02822595823 |
| 1990-07-01 | 4093.10817331637 |
| 1990-08-01 | 4088.02042175596 |
| 1990-09-01 | 4072.89460352349 |
| 1990-10-01 | 4084.65113540255 |
| 1990-11-01 | 4081.79003434101 |
| 1990-12-01 | 4077.70431713951 |
| 1991-01-01 | 4064.34728725386 |
| 1991-02-01 | 4053.65877304155 |
| 1991-03-01 | 4047.05702822866 |
| 1991-04-01 | 4050.07488532821 |
| 1991-05-01 | 4042.17299438425 |
| 1991-06-01 | 4035.83720452274 |
| 1991-07-01 | 4032.96360985090 |
| 1991-08-01 | 4029.38183159819 |
| 1991-09-01 | 4024.68911142353 |
| 1991-10-01 | 4026.21539713476 |
| 1991-11-01 | 4018.23965028630 |
| 1991-12-01 | 4008.22464316852 |
| 1992-01-01 | 3949.25047491565 |
| 1992-02-01 | 3939.60496474117 |
| 1992-03-01 | 3942.28484819092 |
| 1992-04-01 | 3940.23195007951 |
| 1992-05-01 | 3934.46393680600 |
| 1992-06-01 | 3923.48481286221 |
| 1992-07-01 | 3929.01623320156 |
| 1992-08-01 | 3918.42190102368 |
| 1992-09-01 | 3911.78882352449 |
| 1992-10-01 | 3924.58634810776 |
| 1992-11-01 | 3917.39179260710 |
| 1992-12-01 | 3912.28405327335 |
| 1993-01-01 | 3917.01265835958 |
| 1993-02-01 | 3908.46313256350 |
| 1993-03-01 | 3894.17554815726 |
| 1993-04-01 | 3882.05747021922 |
| 1993-05-01 | 3878.07640600394 |
| 1993-06-01 | 3887.23360392430 |
| 1993-07-01 | 3892.12370148586 |
| 1993-08-01 | 3891.79696889129 |
| 1993-09-01 | 3893.07475338190 |
| 1993-10-01 | 3874.37744603566 |
| 1993-11-01 | 3867.29876440153 |
| 1993-12-01 | 3883.17829491181 |
| 1994-01-01 | 3874.82079853881 |
| 1994-02-01 | 3887.39023488655 |
| 1994-03-01 | 3896.41686250524 |
| 1994-04-01 | 3899.10230573863 |
| 1994-05-01 | 3896.57333069144 |
| 1994-06-01 | 3897.06047265110 |
| 1994-07-01 | 3899.72456794524 |
| 1994-08-01 | 3905.80979759220 |
| 1994-09-01 | 3915.34587755665 |
| 1994-10-01 | 3913.79426936887 |
| 1994-11-01 | 3923.92755835830 |
| 1994-12-01 | 3931.29128124374 |
| 1995-01-01 | 3940.10733717385 |
| 1995-02-01 | 3960.72719607094 |
| 1995-03-01 | 3950.89657116144 |
| 1995-04-01 | 3946.09001617845 |
| 1995-05-01 | 3956.68321338131 |
| 1995-06-01 | 3963.46349897701 |
| 1995-07-01 | 3951.00316402528 |
| 1995-08-01 | 3966.94332478756 |
| 1995-09-01 | 3984.99260075161 |
| 1995-10-01 | 3976.64964108586 |
| 1995-11-01 | 3986.80109059803 |
| 1995-12-01 | 3996.24447783930 |
| 1996-01-01 | 3981.44255923533 |
| 1996-02-01 | 3999.15498115176 |
| 1996-03-01 | 4005.37905584359 |
| 1996-04-01 | 4013.19227027503 |
| 1996-05-01 | 4026.19596564510 |
| 1996-06-01 | 4029.45988841614 |
| 1996-07-01 | 4034.59053548991 |
| 1996-08-01 | 4044.59907500349 |
| 1996-09-01 | 4053.64305665921 |
| 1996-10-01 | 4059.23713217098 |
| 1996-11-01 | 4070.84193593101 |
| 1996-12-01 | 4069.39920032407 |
| 1997-01-01 | 4083.55409483025 |
| 1997-02-01 | 4093.77649372977 |
| 1997-03-01 | 4106.89899590121 |
| 1997-04-01 | 4121.41363634150 |
| 1997-05-01 | 4126.91246777293 |
| 1997-06-01 | 4141.01998083731 |
| 1997-07-01 | 4145.75849687083 |
| 1997-08-01 | 4152.85538700038 |
| 1997-09-01 | 4157.96232373692 |
| 1997-10-01 | 4182.28772684085 |
| 1997-11-01 | 4182.39963728538 |
| 1997-12-01 | 4196.88973184358 |
| 1998-01-01 | 4214.96965107189 |
| 1998-02-01 | 4219.06793044948 |
| 1998-03-01 | 4230.16141780280 |
| 1998-04-01 | 4240.74079194323 |
| 1998-05-01 | 4256.99653187539 |
| 1998-06-01 | 4271.59581109886 |
| 1998-07-01 | 4278.66914703111 |
| 1998-08-01 | 4287.40838631240 |
| 1998-09-01 | 4296.06601147850 |
| 1998-10-01 | 4301.64046163594 |
| 1998-11-01 | 4313.79252045424 |
| 1998-12-01 | 4318.25375755481 |
| 1999-01-01 | 4316.98207265636 |
| 1999-02-01 | 4332.15255524108 |
| 1999-03-01 | 4332.43059648561 |
| 1999-04-01 | 4353.12597336007 |
| 1999-05-01 | 4357.36342887080 |
| 1999-06-01 | 4358.10784477165 |
| 1999-07-01 | 4391.26109103390 |
| 1999-08-01 | 4381.95634341018 |
| 1999-09-01 | 4384.96072592180 |
| 1999-10-01 | 4409.49696093429 |
| 1999-11-01 | 4420.87646331070 |
| 1999-12-01 | 4433.34775927885 |
| 2000-01-01 | 4428.88307427880 |
| 2000-02-01 | 4442.92296156421 |
| 2000-03-01 | 4451.02808462837 |
| 2000-04-01 | 4460.64806968253 |
| 2000-05-01 | 4478.28749950170 |
| 2000-06-01 | 4471.19038427462 |
| 2000-07-01 | 4489.87711450086 |
| 2000-08-01 | 4501.44207714706 |
| 2000-09-01 | 4512.87309316901 |
| 2000-10-01 | 4512.05504582242 |
| 2000-11-01 | 4524.20640954336 |
| 2000-12-01 | 4526.30224061883 |
| 2001-01-01 | 4559.99897836477 |
| 2001-02-01 | 4563.19802863179 |
| 2001-03-01 | 4576.52918558066 |
| 2001-04-01 | 4556.86038193819 |
| 2001-05-01 | 4547.58716573144 |
| 2001-06-01 | 4558.21114164701 |
| 2001-07-01 | 4542.66380589368 |
| 2001-08-01 | 4546.65538940524 |
| 2001-09-01 | 4542.29748484010 |
| 2001-10-01 | 4542.52618057953 |
| 2001-11-01 | 4532.78161454560 |
| 2001-12-01 | 4536.13102688766 |
| 2002-01-01 | 4536.88745094292 |
| 2002-02-01 | 4535.79881673996 |
| 2002-03-01 | 4553.40164316282 |
| 2002-04-01 | 4556.81982866027 |
| 2002-05-01 | 4564.43467434038 |
| 2002-06-01 | 4570.31859160629 |
| 2002-07-01 | 4564.50218486602 |
| 2002-08-01 | 4572.29099225555 |
| 2002-09-01 | 4578.42943670136 |
| 2002-10-01 | 4585.53869864213 |
| 2002-11-01 | 4593.57414386196 |
| 2002-12-01 | 4588.05736070722 |
| 2003-01-01 | 4584.78842793118 |
| 2003-02-01 | 4586.81633222310 |
| 2003-03-01 | 4588.46796185087 |
| 2003-04-01 | 4588.26474120288 |
| 2003-05-01 | 4593.34808542655 |
| 2003-06-01 | 4594.08775160199 |
| 2003-07-01 | 4606.53472017489 |
| 2003-08-01 | 4610.92783863252 |
| 2003-09-01 | 4596.58746995568 |
| 2003-10-01 | 4618.78749240779 |
| 2003-11-01 | 4611.72089800168 |
| 2003-12-01 | 4612.09749965595 |
| 2004-01-01 | 4627.42998270506 |
| 2004-02-01 | 4630.69346052996 |
| 2004-03-01 | 4634.39097052940 |
| 2004-04-01 | 4642.37515741628 |
| 2004-05-01 | 4654.08275004852 |
| 2004-06-01 | 4648.29374832376 |
| 2004-07-01 | 4670.72856467155 |
| 2004-08-01 | 4657.89836242175 |
| 2004-09-01 | 4649.44907807634 |
| 2004-10-01 | 4674.38144839320 |
| 2004-11-01 | 4688.09358749831 |
| 2004-12-01 | 4680.07973678454 |
| 2005-01-01 | 4687.33492372877 |
| 2005-02-01 | 4690.65066698701 |
| 2005-03-01 | 4693.61146834775 |
| 2005-04-01 | 4707.01719280560 |
| 2005-05-01 | 4708.09336749537 |
| 2005-06-01 | 4719.99759936244 |
| 2005-07-01 | 4728.86968965085 |
| 2005-08-01 | 4740.56133802144 |
| 2005-09-01 | 4749.62579572433 |
| 2005-10-01 | 4754.78539952838 |
| 2005-11-01 | 4770.86289939999 |
| 2005-12-01 | 4781.23432538324 |
| 2006-01-01 | 4788.64708041328 |
| 2006-02-01 | 4802.67308447870 |
| 2006-03-01 | 4806.06845202622 |
| 2006-04-01 | 4808.97013913753 |
| 2006-05-01 | 4815.53703115390 |
| 2006-06-01 | 4829.30352069687 |
| 2006-07-01 | 4829.78343609355 |
| 2006-08-01 | 4838.77268156310 |
| 2006-09-01 | 4842.90232738954 |
| 2006-10-01 | 4847.93165212052 |
| 2006-11-01 | 4851.57692563911 |
| 2006-12-01 | 4861.15513142274 |
| 2007-01-01 | 4866.19200531784 |
| 2007-02-01 | 4874.50539171644 |
| 2007-03-01 | 4880.54649642505 |
| 2007-04-01 | 4863.64267750555 |
| 2007-05-01 | 4867.04238813398 |
| 2007-06-01 | 4875.08538446158 |
| 2007-07-01 | 4891.18622958799 |
| 2007-08-01 | 4890.82616874203 |
| 2007-09-01 | 4892.00933733340 |
| 2007-10-01 | 4882.75843170581 |
| 2007-11-01 | 4890.69272973880 |
| 2007-12-01 | 4900.69587478240 |
| 2008-01-01 | 4871.95245881536 |
| 2008-02-01 | 4882.92491472094 |
| 2008-03-01 | 4879.91673576972 |
| 2008-04-01 | 4885.17430780501 |
| 2008-05-01 | 4881.14804881713 |
| 2008-06-01 | 4874.22389473213 |
| 2008-07-01 | 4874.30814283577 |
| 2008-08-01 | 4860.85711893827 |
| 2008-09-01 | 4848.39490581798 |
| 2008-10-01 | 4824.18070175495 |
| 2008-11-01 | 4793.71973117478 |
| 2008-12-01 | 4771.56879402235 |
| 2009-01-01 | 4734.40333409226 |
| 2009-02-01 | 4707.82738416460 |
| 2009-03-01 | 4685.70842777822 |
| 2009-04-01 | 4651.30697387847 |
| 2009-05-01 | 4640.35501056163 |
| 2009-06-01 | 4625.22781751668 |
| 2009-07-01 | 4599.01178746278 |
| 2009-08-01 | 4579.65402946002 |
| 2009-09-01 | 4567.36168266213 |
| 2009-10-01 | 4582.65142988907 |
| 2009-11-01 | 4571.66235116379 |
| 2009-12-01 | 4572.04219117662 |
| 2010-01-01 | 4576.78249231383 |
| 2010-02-01 | 4569.61531196536 |
| 2010-03-01 | 4566.43479260581 |
| 2010-04-01 | 4593.04687119115 |
| 2010-05-01 | 4606.55461581038 |
| 2010-06-01 | 4600.54115864482 |
| 2010-07-01 | 4591.81355667091 |
| 2010-08-01 | 4589.99580252386 |
| 2010-09-01 | 4587.27229294315 |
| 2010-10-01 | 4606.39015094461 |
| 2010-11-01 | 4603.93344334073 |
| 2010-12-01 | 4611.75678748842 |
| 2011-01-01 | 4622.27745520686 |
| 2011-02-01 | 4628.34865654568 |
| 2011-03-01 | 4624.84068283419 |
| 2011-04-01 | 4617.27160680977 |
| 2011-05-01 | 4615.25854063868 |
| 2011-06-01 | 4616.93904378493 |
| 2011-07-01 | 4628.36435875395 |
| 2011-08-01 | 4627.83679188143 |
| 2011-09-01 | 4642.58183298427 |
| 2011-10-01 | 4641.36696880374 |
| 2011-11-01 | 4648.28963049982 |
| 2011-12-01 | 4657.59077121068 |
| 2012-01-01 | 4669.44714048926 |
| 2012-02-01 | 4687.60498407166 |
| 2012-03-01 | 4702.01033487858 |
| 2012-04-01 | 4727.11938655170 |
| 2012-05-01 | 4742.58109513663 |
| 2012-06-01 | 4753.84891648452 |
| 2012-07-01 | 4755.86606960826 |
| 2012-08-01 | 4766.40848675835 |
| 2012-09-01 | 4772.04426226312 |
| 2012-10-01 | 4777.47610109914 |
| 2012-11-01 | 4797.24340822682 |
| 2012-12-01 | 4806.28310742311 |
| 2013-01-01 | 4786.97905645342 |
| 2013-02-01 | 4805.62397392242 |
| 2013-03-01 | 4811.24064262381 |
| 2013-04-01 | 4826.14288455713 |
| 2013-05-01 | 4836.23945689551 |
| 2013-06-01 | 4847.02628248613 |
| 2013-07-01 | 4853.28638114486 |
| 2013-08-01 | 4873.16168149909 |
| 2013-09-01 | 4872.41538702974 |
| 2013-10-01 | 4881.91241026542 |
| 2013-11-01 | 4899.02561217649 |
| 2013-12-01 | 4906.17267771023 |
| 2014-01-01 | 4917.19635934460 |
| 2014-02-01 | 4916.15284122712 |
| 2014-03-01 | 4926.75970463746 |
| 2014-04-01 | 4930.43560591169 |
| 2014-05-01 | 4942.26017822748 |
| 2014-06-01 | 4946.84946159085 |
| 2014-07-01 | 4943.30441120601 |
| 2014-08-01 | 4978.38874058092 |
| 2014-09-01 | 4985.50418907983 |
| 2014-10-01 | 4993.23013901972 |
| 2014-11-01 | 4998.76381338236 |
| 2014-12-01 | 5009.41849550937 |
| 2015-01-01 | 5013.33338995172 |
| 2015-02-01 | 5031.08394213068 |
| 2015-03-01 | 5041.22485114154 |
| 2015-04-01 | 5051.53473444665 |
| 2015-05-01 | 5054.22163582722 |
| 2015-06-01 | 5071.28024532019 |
| 2015-07-01 | 5100.01009773584 |
| 2015-08-01 | 5106.53598685078 |
| 2015-09-01 | 5119.37069345389 |
| 2015-10-01 | 5149.44709060535 |
| 2015-11-01 | 5146.63421877706 |
| 2015-12-01 | 5153.32755765531 |
| 2016-01-01 | 5180.55783583813 |
| 2016-02-01 | 5190.46470251225 |
| 2016-03-01 | 5183.50297337248 |
| 2016-04-01 | 5225.62506178406 |
| 2016-05-01 | 5229.39893349438 |
| 2016-06-01 | 5211.43686741810 |
| 2016-07-01 | 5241.40308032403 |
| 2016-08-01 | 5243.71392280927 |
| 2016-09-01 | 5253.26284157538 |
| 2016-10-01 | 5261.13263965641 |
| 2016-11-01 | 5265.72986028190 |
| 2016-12-01 | 5270.22805147013 |
| 2017-01-01 | 5260.89067474472 |
| 2017-02-01 | 5272.65210597157 |
| 2017-03-01 | 5278.21200899880 |
| 2017-04-01 | 5287.82367879299 |
| 2017-05-01 | 5303.44653722092 |
| 2017-06-01 | 5311.33012204646 |
| 2017-07-01 | 5321.25241067271 |
| 2017-08-01 | 5327.97050677338 |
| 2017-09-01 | 5345.44076854384 |
| 2017-10-01 | 5355.76678132480 |
| 2017-11-01 | 5356.66589795027 |
| 2017-12-01 | 5368.24298098816 |
| 2018-01-01 | 5384.63752465379 |
| 2018-02-01 | 5387.99568374936 |
| 2018-03-01 | 5396.08550120500 |
| 2018-04-01 | 5392.57001354541 |
| 2018-05-01 | 5389.62815276121 |
| 2018-06-01 | 5406.25473938819 |
| 2018-07-01 | 5408.48077178200 |
| 2018-08-01 | 5424.24905872334 |
| 2018-09-01 | 5422.82012959346 |
| 2018-10-01 | 5435.46297041834 |
| 2018-11-01 | 5439.33489833600 |
| 2018-12-01 | 5452.73571470464 |
| 2019-01-01 | 5449.49833114445 |
| 2019-02-01 | 5466.48360250307 |
| 2019-03-01 | 5469.99864432368 |
| 2019-04-01 | 5458.92941685158 |
| 2019-05-01 | 5463.96486955735 |
| 2019-06-01 | 5477.28195635675 |
| 2019-07-01 | 5473.46322444292 |
| 2019-08-01 | 5479.75057620597 |
| 2019-09-01 | 5489.61982251553 |
| 2019-10-01 | 5488.25100088056 |
| 2019-11-01 | 5508.75781965579 |
| 2019-12-01 | 5507.26866045509 |
| 2020-01-01 | 5545.75670895223 |
| 2020-02-01 | 5560.12213482064 |
| 2020-03-01 | 5486.79260810595 |
| 2020-04-01 | 4592.43832167919 |
| 2020-05-01 | 4601.88114618512 |
| 2020-06-01 | 4760.90357166135 |
| 2020-07-01 | 4781.44896980437 |
| 2020-08-01 | 4792.94342979406 |
| 2020-09-01 | 4846.05143910852 |
| 2020-10-01 | 4944.81321163263 |
| 2020-11-01 | 4979.32165521225 |
| 2020-12-01 | 4933.68760927757 |
| 2021-01-01 | 4883.83993566315 |
| 2021-02-01 | 4975.33181870858 |
| 2021-03-01 | 5025.42773155944 |
| 2021-04-01 | 5095.35787724088 |
| 2021-05-01 | 5140.36672215445 |
| 2021-06-01 | 5156.77753107795 |
| 2021-07-01 | 5230.15438296276 |
| 2021-08-01 | 5273.73446276164 |
| 2021-09-01 | 5249.45006000812 |
| 2021-10-01 | 5340.18744924627 |
| 2021-11-01 | 5363.95214770624 |
| 2021-12-01 | 5377.31696156001 |
| 2022-01-01 | 5363.24072873832 |
| 2022-02-01 | 5422.32362625307 |
| 2022-03-01 | 5436.17931736805 |
| 2022-04-01 | 5456.41504062814 |
| 2022-05-01 | 5460.32141708311 |
| 2022-06-01 | 5471.40771225433 |
| 2022-07-01 | 5485.43940097578 |
| 2022-08-01 | 5487.75713909716 |
| 2022-09-01 | 5491.39827692116 |
| 2022-10-01 | 5486.21581999673 |
| 2022-11-01 | 5491.83800752221 |
| 2022-12-01 | 5495.16521612762 |
| 2023-01-01 | 5486.32275723941 |
| 2023-02-01 | 5489.00493882212 |
| 2023-03-01 | 5489.30625569532 |
| 2023-04-01 | 5480.02182943215 |
| 2023-05-01 | 5497.45986090109 |
| 2023-06-01 | 5501.83146931732 |
| 2023-07-01 | 5489.00162462222 |
| 2023-08-01 | 5486.68214994805 |
| 2023-09-01 | 5495.80174037899 |
| 2023-10-01 | 5486.45958290082 |
| 2023-11-01 | 5494.68074013070 |
| 2023-12-01 | 5524.50110980206 |
| 2024-01-01 | 5572.88935187504 |
| 2024-02-01 | 5563.42084381684 |
| 2024-03-01 | 5564.61030759380 |
| 2024-04-01 | 5545.19084917741 |
| 2024-05-01 | 5541.70455247948 |
| 2024-06-01 | 5531.76934735858 |
| 2024-07-01 | 5554.02875925048 |
| 2024-08-01 | 5554.83785939189 |
| 2024-09-01 | 5561.40008353674 |
| 2024-10-01 | 5587.21549727784 |
| 2024-11-01 | 5593.11160723414 |
| 2024-12-01 | 5565.98426171045 |
| 2025-01-01 | 5559.24611497677 |
| 2025-02-01 | 5572.78879196806 |
| 2025-03-01 | 5571.14691450366 |
| 2025-04-01 | 5596.54185348340 |
| 2025-05-01 | 5600.26370870821 |
| 2025-06-01 | 5582.25754212487 |
| 2025-07-01 | 5574.81693331622 |
| 2025-08-01 | 5583.64900121908 |
| 2025-09-01 | 5565.18634608129 |
| 2025-10-01 | 5566.42753210092 |
| 2025-11-01 | 5566.14258319736 |
| 2025-12-01 | 5572.47123342296 |
| 2026-01-01 | 5603.89358924494 |
| 2026-02-01 | 5589.20320596368 |
| 2026-03-01 | 5602.70251073608 |
| 2026-04-01 | 5602.19784683266 |
| 2026-05-01 | 5602.18551780218 |
| 2026-06-01 | 5640.59738605551 |
| 2026-07-01 | 5633.35798717177 |