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 2026-09-01 |
| Last Updated | 2026-10-20 10:02 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 | 3442.2814349303 |
| 1990-02-01 | 3450.2474443261 |
| 1990-03-01 | 3449.4964289044 |
| 1990-04-01 | 3448.5732141207 |
| 1990-05-01 | 3443.3276667035 |
| 1990-06-01 | 3437.3460856233 |
| 1990-07-01 | 3415.7767062407 |
| 1990-08-01 | 3417.5691381672 |
| 1990-09-01 | 3409.3560708145 |
| 1990-10-01 | 3413.2348977868 |
| 1990-11-01 | 3409.9910647971 |
| 1990-12-01 | 3412.1592482742 |
| 1991-01-01 | 3393.3953961692 |
| 1991-02-01 | 3383.5490891520 |
| 1991-03-01 | 3374.5864719601 |
| 1991-04-01 | 3376.9331109083 |
| 1991-05-01 | 3369.7834137006 |
| 1991-06-01 | 3363.3174134916 |
| 1991-07-01 | 3359.3632802645 |
| 1991-08-01 | 3357.0452594834 |
| 1991-09-01 | 3354.0148523507 |
| 1991-10-01 | 3351.5575101773 |
| 1991-11-01 | 3342.9335525056 |
| 1991-12-01 | 3336.5165903858 |
| 1992-01-01 | 3273.9423452480 |
| 1992-02-01 | 3263.7633975891 |
| 1992-03-01 | 3268.2838886931 |
| 1992-04-01 | 3267.1237923287 |
| 1992-05-01 | 3263.9080688325 |
| 1992-06-01 | 3253.3811279271 |
| 1992-07-01 | 3258.3307896966 |
| 1992-08-01 | 3249.9560681550 |
| 1992-09-01 | 3245.2807992706 |
| 1992-10-01 | 3254.8686416648 |
| 1992-11-01 | 3249.5690138414 |
| 1992-12-01 | 3248.3549308591 |
| 1993-01-01 | 3252.5456145247 |
| 1993-02-01 | 3245.0248725030 |
| 1993-03-01 | 3232.2777932998 |
| 1993-04-01 | 3220.4645194733 |
| 1993-05-01 | 3216.7729618354 |
| 1993-06-01 | 3224.8865415691 |
| 1993-07-01 | 3228.6708661406 |
| 1993-08-01 | 3228.3039792034 |
| 1993-09-01 | 3233.1341941002 |
| 1993-10-01 | 3214.9076796803 |
| 1993-11-01 | 3205.3966715079 |
| 1993-12-01 | 3222.9078313124 |
| 1994-01-01 | 3213.7635762621 |
| 1994-02-01 | 3225.2486002153 |
| 1994-03-01 | 3233.0795641165 |
| 1994-04-01 | 3236.4456532332 |
| 1994-05-01 | 3233.1747981984 |
| 1994-06-01 | 3233.3794804308 |
| 1994-07-01 | 3236.9752515209 |
| 1994-08-01 | 3242.7867028445 |
| 1994-09-01 | 3252.0414763920 |
| 1994-10-01 | 3250.2830562441 |
| 1994-11-01 | 3259.5112563814 |
| 1994-12-01 | 3265.2947852488 |
| 1995-01-01 | 3273.8127453270 |
| 1995-02-01 | 3293.3036994186 |
| 1995-03-01 | 3285.4844468573 |
| 1995-04-01 | 3280.7103736516 |
| 1995-05-01 | 3292.1162724108 |
| 1995-06-01 | 3299.4980370059 |
| 1995-07-01 | 3285.0563826449 |
| 1995-08-01 | 3302.7339330808 |
| 1995-09-01 | 3321.4676553512 |
| 1995-10-01 | 3313.5711034999 |
| 1995-11-01 | 3325.7721037994 |
| 1995-12-01 | 3334.8214557315 |
| 1996-01-01 | 3324.8056916032 |
| 1996-02-01 | 3337.2996484689 |
| 1996-03-01 | 3346.4946956574 |
| 1996-04-01 | 3353.3322385185 |
| 1996-05-01 | 3364.9853209716 |
| 1996-06-01 | 3367.4662622234 |
| 1996-07-01 | 3370.6249552646 |
| 1996-08-01 | 3381.0005843220 |
| 1996-09-01 | 3383.0643822076 |
| 1996-10-01 | 3392.1585510768 |
| 1996-11-01 | 3403.2302939558 |
| 1996-12-01 | 3403.0452344230 |
| 1997-01-01 | 3418.4479766943 |
| 1997-02-01 | 3424.8112452352 |
| 1997-03-01 | 3438.4870751402 |
| 1997-04-01 | 3455.1706930144 |
| 1997-05-01 | 3459.8483073790 |
| 1997-06-01 | 3471.2781784639 |
| 1997-07-01 | 3477.3986501297 |
| 1997-08-01 | 3483.2729925229 |
| 1997-09-01 | 3480.8726358336 |
| 1997-10-01 | 3511.6719214383 |
| 1997-11-01 | 3509.6475941872 |
| 1997-12-01 | 3525.9378564005 |
| 1998-01-01 | 3544.2648571435 |
| 1998-02-01 | 3551.1992766746 |
| 1998-03-01 | 3558.0223167396 |
| 1998-04-01 | 3568.5221024852 |
| 1998-05-01 | 3583.4926827067 |
| 1998-06-01 | 3593.1209890756 |
| 1998-07-01 | 3598.9923425562 |
| 1998-08-01 | 3608.8639694305 |
| 1998-09-01 | 3616.0130569925 |
| 1998-10-01 | 3618.8725532359 |
| 1998-11-01 | 3627.3854897284 |
| 1998-12-01 | 3629.1776846416 |
| 1999-01-01 | 3627.9752253605 |
| 1999-02-01 | 3639.4235525471 |
| 1999-03-01 | 3638.0636242869 |
| 1999-04-01 | 3649.8860582515 |
| 1999-05-01 | 3659.6388733311 |
| 1999-06-01 | 3658.8233354408 |
| 1999-07-01 | 3680.3343641730 |
| 1999-08-01 | 3676.2203986876 |
| 1999-09-01 | 3686.7332210866 |
| 1999-10-01 | 3698.3025747292 |
| 1999-11-01 | 3704.7075063151 |
| 1999-12-01 | 3715.3839301392 |
| 2000-01-01 | 3711.7531505953 |
| 2000-02-01 | 3720.3295109232 |
| 2000-03-01 | 3727.0348572768 |
| 2000-04-01 | 3735.4817696695 |
| 2000-05-01 | 3735.8606464546 |
| 2000-06-01 | 3748.2465989399 |
| 2000-07-01 | 3762.4644846232 |
| 2000-08-01 | 3773.4153360435 |
| 2000-09-01 | 3780.5146466944 |
| 2000-10-01 | 3783.5732238036 |
| 2000-11-01 | 3791.0961616459 |
| 2000-12-01 | 3793.7406598395 |
| 2001-01-01 | 3821.6187467109 |
| 2001-02-01 | 3821.1190949591 |
| 2001-03-01 | 3831.2679275771 |
| 2001-04-01 | 3811.0037307279 |
| 2001-05-01 | 3802.4346923853 |
| 2001-06-01 | 3805.0456698718 |
| 2001-07-01 | 3795.8826450253 |
| 2001-08-01 | 3793.0722575132 |
| 2001-09-01 | 3790.2826124200 |
| 2001-10-01 | 3787.0672977111 |
| 2001-11-01 | 3778.3727844232 |
| 2001-12-01 | 3778.9995459231 |
| 2002-01-01 | 3779.8500003524 |
| 2002-02-01 | 3778.1779388490 |
| 2002-03-01 | 3792.7449076334 |
| 2002-04-01 | 3796.3472587059 |
| 2002-05-01 | 3803.3690430480 |
| 2002-06-01 | 3807.3669738611 |
| 2002-07-01 | 3806.0563523390 |
| 2002-08-01 | 3811.9905971655 |
| 2002-09-01 | 3815.2456637337 |
| 2002-10-01 | 3821.3401093449 |
| 2002-11-01 | 3829.0790505361 |
| 2002-12-01 | 3824.8105254080 |
| 2003-01-01 | 3824.0621547352 |
| 2003-02-01 | 3826.2023801005 |
| 2003-03-01 | 3828.0655876517 |
| 2003-04-01 | 3831.5568155596 |
| 2003-05-01 | 3839.4645077177 |
| 2003-06-01 | 3837.3903855869 |
| 2003-07-01 | 3845.9260060348 |
| 2003-08-01 | 3856.8422665489 |
| 2003-09-01 | 3851.2438593332 |
| 2003-10-01 | 3873.8205952741 |
| 2003-11-01 | 3867.0361679804 |
| 2003-12-01 | 3869.3177260284 |
| 2004-01-01 | 3882.2036434536 |
| 2004-02-01 | 3888.4723451413 |
| 2004-03-01 | 3893.1498333524 |
| 2004-04-01 | 3899.9645659547 |
| 2004-05-01 | 3912.4178389034 |
| 2004-06-01 | 3905.9297864738 |
| 2004-07-01 | 3927.7614021650 |
| 2004-08-01 | 3920.2877560580 |
| 2004-09-01 | 3911.6155877883 |
| 2004-10-01 | 3937.0417773629 |
| 2004-11-01 | 3949.5873807053 |
| 2004-12-01 | 3943.4964098662 |
| 2005-01-01 | 3950.3204908869 |
| 2005-02-01 | 3951.4573599476 |
| 2005-03-01 | 3957.0493692772 |
| 2005-04-01 | 3970.1068107572 |
| 2005-05-01 | 3971.2965526478 |
| 2005-06-01 | 3980.1886616924 |
| 2005-07-01 | 3989.9908534445 |
| 2005-08-01 | 3997.8558010310 |
| 2005-09-01 | 4010.0806927103 |
| 2005-10-01 | 4016.2947025856 |
| 2005-11-01 | 4029.9824008765 |
| 2005-12-01 | 4039.4763877131 |
| 2006-01-01 | 4048.2928995899 |
| 2006-02-01 | 4060.7454921024 |
| 2006-03-01 | 4065.7625681669 |
| 2006-04-01 | 4065.5985247200 |
| 2006-05-01 | 4073.5319667781 |
| 2006-06-01 | 4084.5430295498 |
| 2006-07-01 | 4081.2793317149 |
| 2006-08-01 | 4089.3235986535 |
| 2006-09-01 | 4092.3233634068 |
| 2006-10-01 | 4097.5661586175 |
| 2006-11-01 | 4100.3074931639 |
| 2006-12-01 | 4109.2162405104 |
| 2007-01-01 | 4115.5946050958 |
| 2007-02-01 | 4123.7919074599 |
| 2007-03-01 | 4131.8297169327 |
| 2007-04-01 | 4112.0072544237 |
| 2007-05-01 | 4118.0461757097 |
| 2007-06-01 | 4123.4944246796 |
| 2007-07-01 | 4133.9174409790 |
| 2007-08-01 | 4131.5738886127 |
| 2007-09-01 | 4130.2140793043 |
| 2007-10-01 | 4123.2403882650 |
| 2007-11-01 | 4130.4153958135 |
| 2007-12-01 | 4138.6300450838 |
| 2008-01-01 | 4110.4001210948 |
| 2008-02-01 | 4119.5137957157 |
| 2008-03-01 | 4120.6939408961 |
| 2008-04-01 | 4120.8018805457 |
| 2008-05-01 | 4118.6103556048 |
| 2008-06-01 | 4111.9786374251 |
| 2008-07-01 | 4108.2311021686 |
| 2008-08-01 | 4090.6562894079 |
| 2008-09-01 | 4078.9341637576 |
| 2008-10-01 | 4057.9493349290 |
| 2008-11-01 | 4028.4675572536 |
| 2008-12-01 | 4007.2542832787 |
| 2009-01-01 | 3968.6069353911 |
| 2009-02-01 | 3944.3923125592 |
| 2009-03-01 | 3925.6144033169 |
| 2009-04-01 | 3886.2395069764 |
| 2009-05-01 | 3882.9417964067 |
| 2009-06-01 | 3868.2907236623 |
| 2009-07-01 | 3844.4787890676 |
| 2009-08-01 | 3832.9640752518 |
| 2009-09-01 | 3833.3189937063 |
| 2009-10-01 | 3836.8835077447 |
| 2009-11-01 | 3831.5615091668 |
| 2009-12-01 | 3832.4334303972 |
| 2010-01-01 | 3837.2733912065 |
| 2010-02-01 | 3833.4370541503 |
| 2010-03-01 | 3833.5401209277 |
| 2010-04-01 | 3849.2727101714 |
| 2010-05-01 | 3853.8114946198 |
| 2010-06-01 | 3861.4194664381 |
| 2010-07-01 | 3861.5470718841 |
| 2010-08-01 | 3869.4622169454 |
| 2010-09-01 | 3869.9752301002 |
| 2010-10-01 | 3881.3467273754 |
| 2010-11-01 | 3881.3662589065 |
| 2010-12-01 | 3889.6196052205 |
| 2011-01-01 | 3899.3339878866 |
| 2011-02-01 | 3908.6283001190 |
| 2011-03-01 | 3906.2646958314 |
| 2011-04-01 | 3897.9960207032 |
| 2011-05-01 | 3898.8680744754 |
| 2011-06-01 | 3900.1027282831 |
| 2011-07-01 | 3918.0379435569 |
| 2011-08-01 | 3921.1774060980 |
| 2011-09-01 | 3932.9637774713 |
| 2011-10-01 | 3928.3276180796 |
| 2011-11-01 | 3936.0326111903 |
| 2011-12-01 | 3947.5986826200 |
| 2012-01-01 | 3961.8602552564 |
| 2012-02-01 | 3977.2598103747 |
| 2012-03-01 | 3993.3105821229 |
| 2012-04-01 | 4019.4400429021 |
| 2012-05-01 | 4035.6490951710 |
| 2012-06-01 | 4047.4121481336 |
| 2012-07-01 | 4052.5004421936 |
| 2012-08-01 | 4062.5381292726 |
| 2012-09-01 | 4067.6206596635 |
| 2012-10-01 | 4077.3151492353 |
| 2012-11-01 | 4099.8847385721 |
| 2012-12-01 | 4108.2635884521 |
| 2013-01-01 | 4090.7798781477 |
| 2013-02-01 | 4106.4688861752 |
| 2013-03-01 | 4112.2925196183 |
| 2013-04-01 | 4129.4980326278 |
| 2013-05-01 | 4139.7428164739 |
| 2013-06-01 | 4148.7756602454 |
| 2013-07-01 | 4154.0744741039 |
| 2013-08-01 | 4165.1921413803 |
| 2013-09-01 | 4170.1703945241 |
| 2013-10-01 | 4180.6914530386 |
| 2013-11-01 | 4199.1526874513 |
| 2013-12-01 | 4204.9806777809 |
| 2014-01-01 | 4216.9236676790 |
| 2014-02-01 | 4216.8380686304 |
| 2014-03-01 | 4223.8067472525 |
| 2014-04-01 | 4226.2645869408 |
| 2014-05-01 | 4235.2395927162 |
| 2014-06-01 | 4241.4328510651 |
| 2014-07-01 | 4238.7168349894 |
| 2014-08-01 | 4262.6465667444 |
| 2014-09-01 | 4270.4460398406 |
| 2014-10-01 | 4278.6056410875 |
| 2014-11-01 | 4284.5942560313 |
| 2014-12-01 | 4293.4844471552 |
| 2015-01-01 | 4296.3414398563 |
| 2015-02-01 | 4312.1062865085 |
| 2015-03-01 | 4322.4519406933 |
| 2015-04-01 | 4329.4272054098 |
| 2015-05-01 | 4336.0753260184 |
| 2015-06-01 | 4347.7224291350 |
| 2015-07-01 | 4372.6855375772 |
| 2015-08-01 | 4378.5735184966 |
| 2015-09-01 | 4389.6578559894 |
| 2015-10-01 | 4416.4277555385 |
| 2015-11-01 | 4416.5711295926 |
| 2015-12-01 | 4421.5228197447 |
| 2016-01-01 | 4450.1535364029 |
| 2016-02-01 | 4457.7044616063 |
| 2016-03-01 | 4450.6555980326 |
| 2016-04-01 | 4492.8960676374 |
| 2016-05-01 | 4493.8805180836 |
| 2016-06-01 | 4483.2670918537 |
| 2016-07-01 | 4503.7364121968 |
| 2016-08-01 | 4505.3976324112 |
| 2016-09-01 | 4512.3695438852 |
| 2016-10-01 | 4518.6283963460 |
| 2016-11-01 | 4524.8409316032 |
| 2016-12-01 | 4527.7871010687 |
| 2017-01-01 | 4518.5798635506 |
| 2017-02-01 | 4529.6149325173 |
| 2017-03-01 | 4533.7535872677 |
| 2017-04-01 | 4545.2746124920 |
| 2017-05-01 | 4554.4855395435 |
| 2017-06-01 | 4563.4694165638 |
| 2017-07-01 | 4575.5911002740 |
| 2017-08-01 | 4582.1881949173 |
| 2017-09-01 | 4598.8059040903 |
| 2017-10-01 | 4606.5691080694 |
| 2017-11-01 | 4606.2922259151 |
| 2017-12-01 | 4619.5766793829 |
| 2018-01-01 | 4637.3153876599 |
| 2018-02-01 | 4638.6522329351 |
| 2018-03-01 | 4647.9756693945 |
| 2018-04-01 | 4645.3277395580 |
| 2018-05-01 | 4636.5012649447 |
| 2018-06-01 | 4654.8914495464 |
| 2018-07-01 | 4656.3312458155 |
| 2018-08-01 | 4670.1625878505 |
| 2018-09-01 | 4668.2797307991 |
| 2018-10-01 | 4681.6574241712 |
| 2018-11-01 | 4684.2610864540 |
| 2018-12-01 | 4697.0177639831 |
| 2019-01-01 | 4698.0119616737 |
| 2019-02-01 | 4712.6859594809 |
| 2019-03-01 | 4716.2099731769 |
| 2019-04-01 | 4708.0635709893 |
| 2019-05-01 | 4707.3984886794 |
| 2019-06-01 | 4724.6317211225 |
| 2019-07-01 | 4725.9458049224 |
| 2019-08-01 | 4734.5831823683 |
| 2019-09-01 | 4742.0619225103 |
| 2019-10-01 | 4744.3254900172 |
| 2019-11-01 | 4762.5481138792 |
| 2019-12-01 | 4764.2173038210 |
| 2020-01-01 | 4788.3080036548 |
| 2020-02-01 | 4801.9111796272 |
| 2020-03-01 | 4727.4687479503 |
| 2020-04-01 | 3858.0918777620 |
| 2020-05-01 | 3881.7553773992 |
| 2020-06-01 | 4048.5778528370 |
| 2020-07-01 | 4071.3319462928 |
| 2020-08-01 | 4079.9381254990 |
| 2020-09-01 | 4123.9945347701 |
| 2020-10-01 | 4231.4070908770 |
| 2020-11-01 | 4271.6603105412 |
| 2020-12-01 | 4229.1977718910 |
| 2021-01-01 | 4180.9955067627 |
| 2021-02-01 | 4273.6534061905 |
| 2021-03-01 | 4322.7264443284 |
| 2021-04-01 | 4391.0413941682 |
| 2021-05-01 | 4426.3590433240 |
| 2021-06-01 | 4446.4014060019 |
| 2021-07-01 | 4507.0695316520 |
| 2021-08-01 | 4544.4941475497 |
| 2021-09-01 | 4521.3284055538 |
| 2021-10-01 | 4612.8694565122 |
| 2021-11-01 | 4638.0081682127 |
| 2021-12-01 | 4654.2510942002 |
| 2022-01-01 | 4639.9785411493 |
| 2022-02-01 | 4697.8815127286 |
| 2022-03-01 | 4711.2100882273 |
| 2022-04-01 | 4734.5728383520 |
| 2022-05-01 | 4734.5059474291 |
| 2022-06-01 | 4742.6153237941 |
| 2022-07-01 | 4751.6032390052 |
| 2022-08-01 | 4756.3067373096 |
| 2022-09-01 | 4761.7953010909 |
| 2022-10-01 | 4757.7476632712 |
| 2022-11-01 | 4758.0852172572 |
| 2022-12-01 | 4761.7119853513 |
| 2023-01-01 | 4752.3403348574 |
| 2023-02-01 | 4753.8500775691 |
| 2023-03-01 | 4754.0881311663 |
| 2023-04-01 | 4746.8978863371 |
| 2023-05-01 | 4755.0824834849 |
| 2023-06-01 | 4752.9663182152 |
| 2023-07-01 | 4742.9262167058 |
| 2023-08-01 | 4739.8503885115 |
| 2023-09-01 | 4748.8693823412 |
| 2023-10-01 | 4742.0848214447 |
| 2023-11-01 | 4745.7614661588 |
| 2023-12-01 | 4771.5092951937 |
| 2024-01-01 | 4817.2737658164 |
| 2024-02-01 | 4806.1202537002 |
| 2024-03-01 | 4804.4379784617 |
| 2024-04-01 | 4781.9625458017 |
| 2024-05-01 | 4776.5948184992 |
| 2024-06-01 | 4767.2915994344 |
| 2024-07-01 | 4788.5920435427 |
| 2024-08-01 | 4794.0122549908 |
| 2024-09-01 | 4792.0964457772 |
| 2024-10-01 | 4815.1804223278 |
| 2024-11-01 | 4824.2169220568 |
| 2024-12-01 | 4795.7245131795 |
| 2025-01-01 | 4786.6991761143 |
| 2025-02-01 | 4804.2557576103 |
| 2025-03-01 | 4799.1760404308 |
| 2025-04-01 | 4824.8897974200 |
| 2025-05-01 | 4829.5931579406 |
| 2025-06-01 | 4809.8905082512 |
| 2025-07-01 | 4805.7202330834 |
| 2025-08-01 | 4826.9742874565 |
| 2025-09-01 | 4812.3407295775 |
| 2025-10-01 | 4816.6196674362 |
| 2025-11-01 | 4820.9281223813 |
| 2025-12-01 | 4825.8822467607 |
| 2026-01-01 | 4859.5974287976 |
| 2026-02-01 | 4841.2314824246 |
| 2026-03-01 | 4854.9102566426 |
| 2026-04-01 | 4854.1465928837 |
| 2026-05-01 | 4853.7124370528 |
| 2026-06-01 | 4890.6933433604 |
| 2026-07-01 | 4871.2474035497 |
| 2026-08-01 | 4857.9767020912 |
| 2026-09-01 | 4857.3859893339 |