Table Data - All Employees: Private Service Providing in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Private Service Providing in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310800800000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 10:57 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 | 3442.2538786492 |
| 1990-02-01 | 3450.2255479098 |
| 1990-03-01 | 3449.4798511064 |
| 1990-04-01 | 3448.5616784144 |
| 1990-05-01 | 3443.3210223976 |
| 1990-06-01 | 3437.3441553908 |
| 1990-07-01 | 3415.7787912098 |
| 1990-08-01 | 3417.5753110825 |
| 1990-09-01 | 3409.3661229645 |
| 1990-10-01 | 3413.2477951419 |
| 1990-11-01 | 3410.0083326396 |
| 1990-12-01 | 3412.1920663150 |
| 1991-01-01 | 3393.3701149823 |
| 1991-02-01 | 3383.5285781255 |
| 1991-03-01 | 3374.5707819011 |
| 1991-04-01 | 3376.9222367299 |
| 1991-05-01 | 3369.7772662640 |
| 1991-06-01 | 3363.3157703021 |
| 1991-07-01 | 3359.3652055950 |
| 1991-08-01 | 3357.0507215042 |
| 1991-09-01 | 3354.0237431186 |
| 1991-10-01 | 3351.5684632382 |
| 1991-11-01 | 3342.9484481967 |
| 1991-12-01 | 3336.5465147896 |
| 1992-01-01 | 3273.9217950108 |
| 1992-02-01 | 3263.7453913362 |
| 1992-03-01 | 3268.2703971637 |
| 1992-04-01 | 3267.1144272877 |
| 1992-05-01 | 3263.9028046196 |
| 1992-06-01 | 3253.3797084275 |
| 1992-07-01 | 3258.3326247967 |
| 1992-08-01 | 3249.9602537182 |
| 1992-09-01 | 3245.2882623691 |
| 1992-10-01 | 3254.8765450985 |
| 1992-11-01 | 3249.5808812053 |
| 1992-12-01 | 3248.3805938201 |
| 1993-01-01 | 3252.5283510442 |
| 1993-02-01 | 3245.0096424272 |
| 1993-03-01 | 3232.2673943333 |
| 1993-04-01 | 3220.4573040956 |
| 1993-05-01 | 3216.7688629466 |
| 1993-06-01 | 3224.8856344456 |
| 1993-07-01 | 3228.6727624556 |
| 1993-08-01 | 3228.3068469255 |
| 1993-09-01 | 3233.1403268810 |
| 1993-10-01 | 3214.9128504112 |
| 1993-11-01 | 3205.4047918746 |
| 1993-12-01 | 3222.9259123580 |
| 1994-01-01 | 3213.7525178736 |
| 1994-02-01 | 3225.2373094528 |
| 1994-03-01 | 3233.0723773068 |
| 1994-04-01 | 3236.4405732110 |
| 1994-05-01 | 3233.1719863414 |
| 1994-06-01 | 3233.3789017812 |
| 1994-07-01 | 3236.9769187089 |
| 1994-08-01 | 3242.7882920982 |
| 1994-09-01 | 3252.0464501958 |
| 1994-10-01 | 3250.2855420596 |
| 1994-11-01 | 3259.5158926508 |
| 1994-12-01 | 3265.3071134356 |
| 1995-01-01 | 3273.8057712973 |
| 1995-02-01 | 3293.2959807994 |
| 1995-03-01 | 3285.4801055016 |
| 1995-04-01 | 3280.7072747360 |
| 1995-05-01 | 3292.1145421611 |
| 1995-06-01 | 3299.4978172846 |
| 1995-07-01 | 3285.0577704068 |
| 1995-08-01 | 3302.7346898786 |
| 1995-09-01 | 3321.4714966425 |
| 1995-10-01 | 3313.5722056663 |
| 1995-11-01 | 3325.7738546800 |
| 1995-12-01 | 3334.8272785542 |
| 1996-01-01 | 3324.8033105968 |
| 1996-02-01 | 3337.2950766324 |
| 1996-03-01 | 3346.4924732319 |
| 1996-04-01 | 3353.3305704959 |
| 1996-05-01 | 3364.9844096041 |
| 1996-06-01 | 3367.4660429800 |
| 1996-07-01 | 3370.6259055989 |
| 1996-08-01 | 3381.0007030071 |
| 1996-09-01 | 3383.0673308261 |
| 1996-10-01 | 3392.1588510724 |
| 1996-11-01 | 3403.2308341398 |
| 1996-12-01 | 3403.0481046902 |
| 1997-01-01 | 3418.4464023145 |
| 1997-02-01 | 3424.8087413060 |
| 1997-03-01 | 3438.4861823166 |
| 1997-04-01 | 3455.1699904067 |
| 1997-05-01 | 3459.8478863709 |
| 1997-06-01 | 3471.2781074528 |
| 1997-07-01 | 3477.3993411591 |
| 1997-08-01 | 3483.2729537031 |
| 1997-09-01 | 3480.8745364974 |
| 1997-10-01 | 3511.6722828976 |
| 1997-11-01 | 3509.6477595982 |
| 1997-12-01 | 3525.9380473849 |
| 1998-01-01 | 3544.2642132873 |
| 1998-02-01 | 3551.1982367579 |
| 1998-03-01 | 3558.0219936843 |
| 1998-04-01 | 3568.5218458931 |
| 1998-05-01 | 3583.4925796124 |
| 1998-06-01 | 3593.1209908361 |
| 1998-07-01 | 3598.9927435662 |
| 1998-08-01 | 3608.8639216908 |
| 1998-09-01 | 3616.0141778923 |
| 1998-10-01 | 3618.8728398577 |
| 1998-11-01 | 3627.3854151973 |
| 1998-12-01 | 3629.1775410298 |
| 1999-01-01 | 3627.9746406927 |
| 1999-02-01 | 3639.4232896516 |
| 1999-03-01 | 3638.0633922779 |
| 1999-04-01 | 3649.8859649098 |
| 1999-05-01 | 3659.6388949084 |
| 1999-06-01 | 3658.8234268445 |
| 1999-07-01 | 3680.3345812552 |
| 1999-08-01 | 3676.2204939575 |
| 1999-09-01 | 3686.7335377555 |
| 1999-10-01 | 3698.3028328546 |
| 1999-11-01 | 3704.7074200640 |
| 1999-12-01 | 3715.3837403777 |
| 2000-01-01 | 3711.7529157383 |
| 2000-02-01 | 3720.3293666491 |
| 2000-03-01 | 3727.0347679585 |
| 2000-04-01 | 3735.4817608623 |
| 2000-05-01 | 3735.8606843974 |
| 2000-06-01 | 3748.2466446353 |
| 2000-07-01 | 3762.4646278344 |
| 2000-08-01 | 3773.4153412565 |
| 2000-09-01 | 3780.5147679581 |
| 2000-10-01 | 3783.5733328589 |
| 2000-11-01 | 3791.0961177166 |
| 2000-12-01 | 3793.7405690014 |
| 2001-01-01 | 3821.6186315064 |
| 2001-02-01 | 3821.1190466198 |
| 2001-03-01 | 3831.2678931756 |
| 2001-04-01 | 3811.0037300844 |
| 2001-05-01 | 3802.4347141645 |
| 2001-06-01 | 3805.0456890681 |
| 2001-07-01 | 3795.8827360532 |
| 2001-08-01 | 3793.0722666658 |
| 2001-09-01 | 3790.2826267813 |
| 2001-10-01 | 3787.0673125932 |
| 2001-11-01 | 3778.3727885052 |
| 2001-12-01 | 3778.9995134733 |
| 2002-01-01 | 3779.8499363804 |
| 2002-02-01 | 3778.1779291694 |
| 2002-03-01 | 3792.7448949186 |
| 2002-04-01 | 3796.3472585850 |
| 2002-05-01 | 3803.3690558098 |
| 2002-06-01 | 3807.3669869211 |
| 2002-07-01 | 3806.0564006732 |
| 2002-08-01 | 3811.9906006918 |
| 2002-09-01 | 3815.2456642617 |
| 2002-10-01 | 3821.3401109699 |
| 2002-11-01 | 3829.0790490632 |
| 2002-12-01 | 3824.8105072636 |
| 2003-01-01 | 3824.0621183866 |
| 2003-02-01 | 3826.2023805758 |
| 2003-03-01 | 3828.0655840013 |
| 2003-04-01 | 3831.5568202697 |
| 2003-05-01 | 3839.4645212377 |
| 2003-06-01 | 3837.3903966607 |
| 2003-07-01 | 3845.9260156419 |
| 2003-08-01 | 3856.8422720710 |
| 2003-09-01 | 3851.2438572190 |
| 2003-10-01 | 3873.8205926873 |
| 2003-11-01 | 3867.0361649635 |
| 2003-12-01 | 3869.3177197392 |
| 2004-01-01 | 3882.2036265827 |
| 2004-02-01 | 3888.4723470426 |
| 2004-03-01 | 3893.1498336515 |
| 2004-04-01 | 3899.9645703522 |
| 2004-05-01 | 3912.4178438281 |
| 2004-06-01 | 3905.9297913767 |
| 2004-07-01 | 3927.7614055346 |
| 2004-08-01 | 3920.2877574540 |
| 2004-09-01 | 3911.6155850866 |
| 2004-10-01 | 3937.0417766112 |
| 2004-11-01 | 3949.5873788033 |
| 2004-12-01 | 3943.4964073847 |
| 2005-01-01 | 3950.3204884784 |
| 2005-02-01 | 3951.4573587290 |
| 2005-03-01 | 3957.0493694997 |
| 2005-04-01 | 3970.1068124844 |
| 2005-05-01 | 3971.2965545234 |
| 2005-06-01 | 3980.1886631488 |
| 2005-07-01 | 3989.9908543818 |
| 2005-08-01 | 3997.8558012385 |
| 2005-09-01 | 4010.0806907308 |
| 2005-10-01 | 4016.2947028455 |
| 2005-11-01 | 4029.9824009601 |
| 2005-12-01 | 4039.4763874722 |
| 2006-01-01 | 4048.2928991876 |
| 2006-02-01 | 4060.7454916218 |
| 2006-03-01 | 4065.7625674647 |
| 2006-04-01 | 4065.5985248264 |
| 2006-05-01 | 4073.5319670600 |
| 2006-06-01 | 4084.5430302258 |
| 2006-07-01 | 4081.2793321652 |
| 2006-08-01 | 4089.3235986782 |
| 2006-09-01 | 4092.3233625266 |
| 2006-10-01 | 4097.5661592737 |
| 2006-11-01 | 4100.3074937640 |
| 2006-12-01 | 4109.2162409825 |
| 2007-01-01 | 4115.5946058556 |
| 2007-02-01 | 4123.7919082398 |
| 2007-03-01 | 4131.8297126075 |
| 2007-04-01 | 4112.0072548035 |
| 2007-05-01 | 4118.0461754590 |
| 2007-06-01 | 4123.4944245805 |
| 2007-07-01 | 4133.9174401896 |
| 2007-08-01 | 4131.5738879750 |
| 2007-09-01 | 4130.2140802320 |
| 2007-10-01 | 4123.2403908535 |
| 2007-11-01 | 4130.4153984737 |
| 2007-12-01 | 4138.6300466883 |
| 2008-01-01 | 4110.4001220885 |
| 2008-02-01 | 4119.5137962207 |
| 2008-03-01 | 4120.6939321536 |
| 2008-04-01 | 4120.8018812019 |
| 2008-05-01 | 4118.6103546426 |
| 2008-06-01 | 4111.9786358201 |
| 2008-07-01 | 4108.2310987984 |
| 2008-08-01 | 4090.6562872009 |
| 2008-09-01 | 4078.9341667383 |
| 2008-10-01 | 4057.9493427202 |
| 2008-11-01 | 4028.4675652395 |
| 2008-12-01 | 4007.2542874887 |
| 2009-01-01 | 3968.6069355124 |
| 2009-02-01 | 3944.3923103055 |
| 2009-03-01 | 3925.6143890265 |
| 2009-04-01 | 3886.2395079310 |
| 2009-05-01 | 3882.9417939909 |
| 2009-06-01 | 3868.2907176172 |
| 2009-07-01 | 3844.4787835862 |
| 2009-08-01 | 3832.9640726908 |
| 2009-09-01 | 3833.3189943942 |
| 2009-10-01 | 3836.8835119719 |
| 2009-11-01 | 3831.5615690644 |
| 2009-12-01 | 3832.4334430395 |
| 2010-01-01 | 3837.2733554959 |
| 2010-02-01 | 3833.4370457163 |
| 2010-03-01 | 3833.5400895766 |
| 2010-04-01 | 3849.2726863232 |
| 2010-05-01 | 3853.8114740138 |
| 2010-06-01 | 3861.4194584968 |
| 2010-07-01 | 3861.5470845699 |
| 2010-08-01 | 3869.4622516991 |
| 2010-09-01 | 3869.9752820256 |
| 2010-10-01 | 3881.3467705477 |
| 2010-11-01 | 3881.3663800479 |
| 2010-12-01 | 3889.6195948802 |
| 2011-01-01 | 3899.3338512311 |
| 2011-02-01 | 3908.6282130166 |
| 2011-03-01 | 3906.2645868945 |
| 2011-04-01 | 3897.9959415105 |
| 2011-05-01 | 3898.8680408268 |
| 2011-06-01 | 3900.1027563432 |
| 2011-07-01 | 3918.0380564643 |
| 2011-08-01 | 3921.1775637063 |
| 2011-09-01 | 3932.9639757000 |
| 2011-10-01 | 3928.3277607976 |
| 2011-11-01 | 3936.0327902386 |
| 2011-12-01 | 3947.5985794482 |
| 2012-01-01 | 3961.8598849131 |
| 2012-02-01 | 3977.2595003092 |
| 2012-03-01 | 3993.3103250571 |
| 2012-04-01 | 4019.4398745986 |
| 2012-05-01 | 4035.6489942432 |
| 2012-06-01 | 4047.4121344882 |
| 2012-07-01 | 4052.5011596441 |
| 2012-08-01 | 4062.5383839050 |
| 2012-09-01 | 4067.6209601486 |
| 2012-10-01 | 4077.3157052574 |
| 2012-11-01 | 4099.8852354004 |
| 2012-12-01 | 4108.2633071332 |
| 2013-01-01 | 4090.7781184270 |
| 2013-02-01 | 4106.4689633063 |
| 2013-03-01 | 4112.2919663379 |
| 2013-04-01 | 4129.4974685701 |
| 2013-05-01 | 4139.7427122864 |
| 2013-06-01 | 4148.7759419926 |
| 2013-07-01 | 4154.0758062880 |
| 2013-08-01 | 4165.1925174958 |
| 2013-09-01 | 4170.1708954752 |
| 2013-10-01 | 4180.6924926814 |
| 2013-11-01 | 4199.1535126058 |
| 2013-12-01 | 4204.9801947854 |
| 2014-01-01 | 4216.9204786844 |
| 2014-02-01 | 4216.8385865056 |
| 2014-03-01 | 4223.8058015122 |
| 2014-04-01 | 4226.2633841480 |
| 2014-05-01 | 4235.2391946368 |
| 2014-06-01 | 4241.4332456608 |
| 2014-07-01 | 4238.7189005285 |
| 2014-08-01 | 4262.6474540053 |
| 2014-09-01 | 4270.4471394842 |
| 2014-10-01 | 4278.6075306786 |
| 2014-11-01 | 4284.5958202531 |
| 2014-12-01 | 4293.4842128063 |
| 2015-01-01 | 4296.3351967764 |
| 2015-02-01 | 4312.1071946482 |
| 2015-03-01 | 4322.4504254237 |
| 2015-04-01 | 4329.4255170224 |
| 2015-05-01 | 4336.0715019919 |
| 2015-06-01 | 4347.7247737036 |
| 2015-07-01 | 4372.6898120759 |
| 2015-08-01 | 4378.5766620174 |
| 2015-09-01 | 4389.6606675991 |
| 2015-10-01 | 4416.4303790497 |
| 2015-11-01 | 4416.5715126491 |
| 2015-12-01 | 4421.5203799728 |
| 2016-01-01 | 4450.1437356324 |
| 2016-02-01 | 4457.7051118388 |
| 2016-03-01 | 4450.6550287729 |
| 2016-04-01 | 4492.8963137194 |
| 2016-05-01 | 4493.8702348133 |
| 2016-06-01 | 4483.2732938170 |
| 2016-07-01 | 4503.7449712302 |
| 2016-08-01 | 4505.4050445978 |
| 2016-09-01 | 4512.3743571519 |
| 2016-10-01 | 4518.6305408058 |
| 2016-11-01 | 4524.8374598012 |
| 2016-12-01 | 4527.7788427111 |
| 2017-01-01 | 4518.5635066186 |
| 2017-02-01 | 4529.6123428451 |
| 2017-03-01 | 4533.7638321050 |
| 2017-04-01 | 4545.2796075378 |
| 2017-05-01 | 4554.4598191649 |
| 2017-06-01 | 4563.4902673035 |
| 2017-07-01 | 4575.6064839477 |
| 2017-08-01 | 4582.2027144216 |
| 2017-09-01 | 4598.8017988662 |
| 2017-10-01 | 4606.5720431876 |
| 2017-11-01 | 4606.2911201288 |
| 2017-12-01 | 4619.5478876229 |
| 2018-01-01 | 4637.2814408920 |
| 2018-02-01 | 4638.6082071091 |
| 2018-03-01 | 4648.0985991818 |
| 2018-04-01 | 4645.3164696035 |
| 2018-05-01 | 4636.4104926468 |
| 2018-06-01 | 4654.9713753428 |
| 2018-07-01 | 4656.3488595876 |
| 2018-08-01 | 4670.1812195211 |
| 2018-09-01 | 4668.2512225053 |
| 2018-10-01 | 4681.6698699059 |
| 2018-11-01 | 4684.2611234014 |
| 2018-12-01 | 4696.9607882401 |
| 2019-01-01 | 4697.9487384353 |
| 2019-02-01 | 4712.5931884735 |
| 2019-03-01 | 4716.4477056985 |
| 2019-04-01 | 4708.0437623716 |
| 2019-05-01 | 4707.2644971104 |
| 2019-06-01 | 4724.7920877468 |
| 2019-07-01 | 4725.9740385237 |
| 2019-08-01 | 4734.5986949054 |
| 2019-09-01 | 4741.9899755285 |
| 2019-10-01 | 4744.3297134238 |
| 2019-11-01 | 4762.5396395473 |
| 2019-12-01 | 4764.1272377833 |
| 2020-01-01 | 4788.2155021018 |
| 2020-02-01 | 4801.7636621814 |
| 2020-03-01 | 4727.8087623759 |
| 2020-04-01 | 3858.0777517151 |
| 2020-05-01 | 3881.6475370259 |
| 2020-06-01 | 4048.8050509439 |
| 2020-07-01 | 4071.3788685982 |
| 2020-08-01 | 4079.9333363883 |
| 2020-09-01 | 4123.8733530614 |
| 2020-10-01 | 4231.3806120319 |
| 2020-11-01 | 4271.6485588908 |
| 2020-12-01 | 4229.0533876652 |
| 2021-01-01 | 4180.9018444499 |
| 2021-02-01 | 4273.5052904659 |
| 2021-03-01 | 4323.0179633699 |
| 2021-04-01 | 4391.0036157534 |
| 2021-05-01 | 4426.2143527450 |
| 2021-06-01 | 4447.1151263479 |
| 2021-07-01 | 4507.1194352206 |
| 2021-08-01 | 4544.5137340392 |
| 2021-09-01 | 4520.8916227767 |
| 2021-10-01 | 4612.7975615455 |
| 2021-11-01 | 4638.0012270990 |
| 2021-12-01 | 4653.9828835186 |
| 2022-01-01 | 4639.8892268689 |
| 2022-02-01 | 4697.6456608185 |
| 2022-03-01 | 4711.4614015552 |
| 2022-04-01 | 4734.5061746756 |
| 2022-05-01 | 4734.3175589144 |
| 2022-06-01 | 4744.0470952548 |
| 2022-07-01 | 4751.8179024524 |
| 2022-08-01 | 4756.3160739667 |
| 2022-09-01 | 4761.0356774375 |
| 2022-10-01 | 4757.5750143175 |
| 2022-11-01 | 4757.9932390669 |
| 2022-12-01 | 4761.2419905577 |
| 2023-01-01 | 4752.2928655939 |
| 2023-02-01 | 4753.4578061572 |
| 2023-03-01 | 4754.0904673811 |
| 2023-04-01 | 4746.7994622105 |
| 2023-05-01 | 4754.9016172630 |
| 2023-06-01 | 4755.2467848052 |
| 2023-07-01 | 4743.6291149066 |
| 2023-08-01 | 4740.1141690338 |
| 2023-09-01 | 4747.4374924953 |
| 2023-10-01 | 4741.7703084852 |
| 2023-11-01 | 4745.6218136538 |
| 2023-12-01 | 4770.6656057711 |
| 2024-01-01 | 4817.1901867869 |
| 2024-02-01 | 4805.5633065314 |
| 2024-03-01 | 4804.1186116407 |
| 2024-04-01 | 4781.8825569523 |
| 2024-05-01 | 4776.6275949656 |
| 2024-06-01 | 4770.1385202124 |
| 2024-07-01 | 4790.0159504000 |
| 2024-08-01 | 4794.6659934269 |
| 2024-09-01 | 4789.9938695239 |
| 2024-10-01 | 4814.6762053156 |
| 2024-11-01 | 4824.0074608161 |
| 2024-12-01 | 4794.4334500656 |
| 2025-01-01 | 4786.5423039454 |
| 2025-02-01 | 4803.5541498752 |
| 2025-03-01 | 4798.5335252390 |
| 2025-04-01 | 4824.8050264747 |
| 2025-05-01 | 4829.8292206513 |
| 2025-06-01 | 4813.3677535030 |
| 2025-07-01 | 4807.8484235246 |
| 2025-08-01 | 4828.1919267160 |
| 2025-09-01 | 4809.2681332423 |
| 2025-10-01 | 4815.9873532899 |
| 2025-11-01 | 4820.7371096326 |
| 2025-12-01 | 4824.1749146296 |
| 2026-01-01 | 4859.3256612521 |
| 2026-02-01 | 4840.4287286598 |
| 2026-03-01 | 4854.0823215429 |
| 2026-04-01 | 4854.0677419876 |
| 2026-05-01 | 4854.1599446127 |
| 2026-06-01 | 4894.4264836003 |
| 2026-07-01 | 4873.9355556329 |
| 2026-08-01 | 4863.1430685025 |