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 2026-07-01 |
| Last Updated | 2026-08-21 7:22 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 | 3442.24663100193 |
| 1990-02-01 | 3450.21978863745 |
| 1990-03-01 | 3449.47549069613 |
| 1990-04-01 | 3448.55864430709 |
| 1990-05-01 | 3443.31927549333 |
| 1990-06-01 | 3437.34365106001 |
| 1990-07-01 | 3415.77934558063 |
| 1990-08-01 | 3417.57693261756 |
| 1990-09-01 | 3409.36876120806 |
| 1990-10-01 | 3413.25118525545 |
| 1990-11-01 | 3410.01287289326 |
| 1990-12-01 | 3412.20070022382 |
| 1991-01-01 | 3393.36346540468 |
| 1991-02-01 | 3383.52318317620 |
| 1991-03-01 | 3374.56665506575 |
| 1991-04-01 | 3376.91937672582 |
| 1991-05-01 | 3369.77565029973 |
| 1991-06-01 | 3363.31534104719 |
| 1991-07-01 | 3359.36571722758 |
| 1991-08-01 | 3357.05215640161 |
| 1991-09-01 | 3354.02607550484 |
| 1991-10-01 | 3351.57134216588 |
| 1991-11-01 | 3342.95236473800 |
| 1991-12-01 | 3336.55438854510 |
| 1992-01-01 | 3273.91638959083 |
| 1992-02-01 | 3263.74065524859 |
| 1992-03-01 | 3268.26684859762 |
| 1992-04-01 | 3267.11196419069 |
| 1992-05-01 | 3263.90142116167 |
| 1992-06-01 | 3253.37933774638 |
| 1992-07-01 | 3258.33311056774 |
| 1992-08-01 | 3249.96135361346 |
| 1992-09-01 | 3245.29021891543 |
| 1992-10-01 | 3254.87862236365 |
| 1992-11-01 | 3249.58400165944 |
| 1992-12-01 | 3248.38734788052 |
| 1993-01-01 | 3252.52381002676 |
| 1993-02-01 | 3245.00563657444 |
| 1993-03-01 | 3232.26465915464 |
| 1993-04-01 | 3220.45540626505 |
| 1993-05-01 | 3216.76778575619 |
| 1993-06-01 | 3224.88539833673 |
| 1993-07-01 | 3228.67326247393 |
| 1993-08-01 | 3228.30760053743 |
| 1993-09-01 | 3233.14193390222 |
| 1993-10-01 | 3214.91420937815 |
| 1993-11-01 | 3205.40692729151 |
| 1993-12-01 | 3222.93067246790 |
| 1994-01-01 | 3213.74960916303 |
| 1994-02-01 | 3225.23433982768 |
| 1994-03-01 | 3233.07048692982 |
| 1994-04-01 | 3236.43923690491 |
| 1994-05-01 | 3233.17124762189 |
| 1994-06-01 | 3233.37875127807 |
| 1994-07-01 | 3236.97735718823 |
| 1994-08-01 | 3242.78871005210 |
| 1994-09-01 | 3252.04775258653 |
| 1994-10-01 | 3250.28619527075 |
| 1994-11-01 | 3259.51711206222 |
| 1994-12-01 | 3265.31036086429 |
| 1995-01-01 | 3273.80393682419 |
| 1995-02-01 | 3293.29395067300 |
| 1995-03-01 | 3285.47896351215 |
| 1995-04-01 | 3280.70645942813 |
| 1995-05-01 | 3292.11408750233 |
| 1995-06-01 | 3299.49776024241 |
| 1995-07-01 | 3285.05813539064 |
| 1995-08-01 | 3302.73488885251 |
| 1995-09-01 | 3321.47250260530 |
| 1995-10-01 | 3313.57249517278 |
| 1995-11-01 | 3325.77431545324 |
| 1995-12-01 | 3334.82881374514 |
| 1996-01-01 | 3324.80268439561 |
| 1996-02-01 | 3337.29387424076 |
| 1996-03-01 | 3346.49188856406 |
| 1996-04-01 | 3353.33013157360 |
| 1996-05-01 | 3364.98417010090 |
| 1996-06-01 | 3367.46598529149 |
| 1996-07-01 | 3370.62615568740 |
| 1996-08-01 | 3381.00073425130 |
| 1996-09-01 | 3383.06810355800 |
| 1996-10-01 | 3392.15892973394 |
| 1996-11-01 | 3403.23097656181 |
| 1996-12-01 | 3403.04886171906 |
| 1997-01-01 | 3418.44598846560 |
| 1997-02-01 | 3424.80808287931 |
| 1997-03-01 | 3438.48594740971 |
| 1997-04-01 | 3455.16980542959 |
| 1997-05-01 | 3459.84777552274 |
| 1997-06-01 | 3471.27808877517 |
| 1997-07-01 | 3477.39952295540 |
| 1997-08-01 | 3483.27294336826 |
| 1997-09-01 | 3480.87503538374 |
| 1997-10-01 | 3511.67237774724 |
| 1997-11-01 | 3509.64780338731 |
| 1997-12-01 | 3525.93809804366 |
| 1998-01-01 | 3544.26404439774 |
| 1998-02-01 | 3551.19796344788 |
| 1998-03-01 | 3558.02190868463 |
| 1998-04-01 | 3568.52177829435 |
| 1998-05-01 | 3583.49255243650 |
| 1998-06-01 | 3593.12099129034 |
| 1998-07-01 | 3598.99284905155 |
| 1998-08-01 | 3608.86390914334 |
| 1998-09-01 | 3616.01447223883 |
| 1998-10-01 | 3618.87291504292 |
| 1998-11-01 | 3627.38539572412 |
| 1998-12-01 | 3629.17750342627 |
| 1999-01-01 | 3627.97448711668 |
| 1999-02-01 | 3639.42322059970 |
| 1999-03-01 | 3638.06333127556 |
| 1999-04-01 | 3649.88594032766 |
| 1999-05-01 | 3659.63890056341 |
| 1999-06-01 | 3658.82345089308 |
| 1999-07-01 | 3680.33463832996 |
| 1999-08-01 | 3676.22051900684 |
| 1999-09-01 | 3686.73362098958 |
| 1999-10-01 | 3698.30290055933 |
| 1999-11-01 | 3704.70739740196 |
| 1999-12-01 | 3715.38369051696 |
| 2000-01-01 | 3711.75285402947 |
| 2000-02-01 | 3720.32932874653 |
| 2000-03-01 | 3727.03474449742 |
| 2000-04-01 | 3735.48175855670 |
| 2000-05-01 | 3735.86069437836 |
| 2000-06-01 | 3748.24665666990 |
| 2000-07-01 | 3762.46466548026 |
| 2000-08-01 | 3773.41534262407 |
| 2000-09-01 | 3780.51479982715 |
| 2000-10-01 | 3783.57336144885 |
| 2000-11-01 | 3791.09610617234 |
| 2000-12-01 | 3793.74054512864 |
| 2001-01-01 | 3821.61860123574 |
| 2001-02-01 | 3821.11903392684 |
| 2001-03-01 | 3831.26788414334 |
| 2001-04-01 | 3811.00372991941 |
| 2001-05-01 | 3802.43471989019 |
| 2001-06-01 | 3805.04569412519 |
| 2001-07-01 | 3795.88275997869 |
| 2001-08-01 | 3793.07226906753 |
| 2001-09-01 | 3790.28263054960 |
| 2001-10-01 | 3787.06731649721 |
| 2001-11-01 | 3778.37278957443 |
| 2001-12-01 | 3778.99950494025 |
| 2002-01-01 | 3779.84991956698 |
| 2002-02-01 | 3778.17792662994 |
| 2002-03-01 | 3792.74489157774 |
| 2002-04-01 | 3796.34725855308 |
| 2002-05-01 | 3803.36905916474 |
| 2002-06-01 | 3807.36699035840 |
| 2002-07-01 | 3806.05641337595 |
| 2002-08-01 | 3811.99060161764 |
| 2002-09-01 | 3815.24566440141 |
| 2002-10-01 | 3821.34011139830 |
| 2002-11-01 | 3829.07904868119 |
| 2002-12-01 | 3824.81050249581 |
| 2003-01-01 | 3824.06210883150 |
| 2003-02-01 | 3826.20238069766 |
| 2003-03-01 | 3828.06558303460 |
| 2003-04-01 | 3831.55682150066 |
| 2003-05-01 | 3839.46452478822 |
| 2003-06-01 | 3837.39039956958 |
| 2003-07-01 | 3845.92601816739 |
| 2003-08-01 | 3856.84227352677 |
| 2003-09-01 | 3851.24385667462 |
| 2003-10-01 | 3873.82059202053 |
| 2003-11-01 | 3867.03616418346 |
| 2003-12-01 | 3869.31771809061 |
| 2004-01-01 | 3882.20362214685 |
| 2004-02-01 | 3888.47234753871 |
| 2004-03-01 | 3893.14983366937 |
| 2004-04-01 | 3899.96457150338 |
| 2004-05-01 | 3912.41784511688 |
| 2004-06-01 | 3905.92979266327 |
| 2004-07-01 | 3927.76140642858 |
| 2004-08-01 | 3920.28775782523 |
| 2004-09-01 | 3911.61558439725 |
| 2004-10-01 | 3937.04177648701 |
| 2004-11-01 | 3949.58737835278 |
| 2004-12-01 | 3943.49640675153 |
| 2005-01-01 | 3950.32048782901 |
| 2005-02-01 | 3951.45735835483 |
| 2005-03-01 | 3957.04936937661 |
| 2005-04-01 | 3970.10681289779 |
| 2005-05-01 | 3971.29655501805 |
| 2005-06-01 | 3980.18866356872 |
| 2005-07-01 | 3989.99085468131 |
| 2005-08-01 | 3997.85580131037 |
| 2005-09-01 | 4010.08069025092 |
| 2005-10-01 | 4016.29470306274 |
| 2005-11-01 | 4029.98240112168 |
| 2005-12-01 | 4039.47638746614 |
| 2006-01-01 | 4048.29289904981 |
| 2006-02-01 | 4060.74549133356 |
| 2006-03-01 | 4065.76256686059 |
| 2006-04-01 | 4065.59852470729 |
| 2006-05-01 | 4073.53196702885 |
| 2006-06-01 | 4084.54303078711 |
| 2006-07-01 | 4081.27933233321 |
| 2006-08-01 | 4089.32359863580 |
| 2006-09-01 | 4092.32336233140 |
| 2006-10-01 | 4097.56615968740 |
| 2006-11-01 | 4100.30749410404 |
| 2006-12-01 | 4109.21624129239 |
| 2007-01-01 | 4115.59460643797 |
| 2007-02-01 | 4123.79190895093 |
| 2007-03-01 | 4131.82970953647 |
| 2007-04-01 | 4112.00725517852 |
| 2007-05-01 | 4118.04617512093 |
| 2007-06-01 | 4123.49442472604 |
| 2007-07-01 | 4133.91743910730 |
| 2007-08-01 | 4131.57388698945 |
| 2007-09-01 | 4130.21408064506 |
| 2007-10-01 | 4123.24039292815 |
| 2007-11-01 | 4130.41540083062 |
| 2007-12-01 | 4138.63004828161 |
| 2008-01-01 | 4110.40012297734 |
| 2008-02-01 | 4119.51379793920 |
| 2008-03-01 | 4120.69392556585 |
| 2008-04-01 | 4120.80188155996 |
| 2008-05-01 | 4118.61035333805 |
| 2008-06-01 | 4111.97863438366 |
| 2008-07-01 | 4108.23109459696 |
| 2008-08-01 | 4090.65628383121 |
| 2008-09-01 | 4078.93416835844 |
| 2008-10-01 | 4057.94934963675 |
| 2008-11-01 | 4028.46757330177 |
| 2008-12-01 | 4007.25429254008 |
| 2009-01-01 | 3968.60693622017 |
| 2009-02-01 | 3944.39231050161 |
| 2009-03-01 | 3925.61437694923 |
| 2009-04-01 | 3886.23950722867 |
| 2009-05-01 | 3882.94178996681 |
| 2009-06-01 | 3868.29071070691 |
| 2009-07-01 | 3844.47877671200 |
| 2009-08-01 | 3832.96406981972 |
| 2009-09-01 | 3833.31899776621 |
| 2009-10-01 | 3836.88352283157 |
| 2009-11-01 | 3831.56163680778 |
| 2009-12-01 | 3832.43346364715 |
| 2010-01-01 | 3837.27331731166 |
| 2010-02-01 | 3833.43701783871 |
| 2010-03-01 | 3833.54002080251 |
| 2010-04-01 | 3849.27262340243 |
| 2010-05-01 | 3853.81144200976 |
| 2010-06-01 | 3861.41947898762 |
| 2010-07-01 | 3861.54715386152 |
| 2010-08-01 | 3869.46235809858 |
| 2010-09-01 | 3869.97539595162 |
| 2010-10-01 | 3881.34683998835 |
| 2010-11-01 | 3881.36648303600 |
| 2010-12-01 | 3889.61953710432 |
| 2011-01-01 | 3899.33363109223 |
| 2011-02-01 | 3908.62801072998 |
| 2011-03-01 | 3906.26433670375 |
| 2011-04-01 | 3897.99575256046 |
| 2011-05-01 | 3898.86800741780 |
| 2011-06-01 | 3900.10293181594 |
| 2011-07-01 | 3918.03843404308 |
| 2011-08-01 | 3921.17800073832 |
| 2011-09-01 | 3932.96438336360 |
| 2011-10-01 | 3928.32794105106 |
| 2011-11-01 | 3936.03283046978 |
| 2011-12-01 | 3947.59824854540 |
| 2012-01-01 | 3961.85919321638 |
| 2012-02-01 | 3977.25884142511 |
| 2012-03-01 | 3993.30981621963 |
| 2012-04-01 | 4019.43956528606 |
| 2012-05-01 | 4035.64883517889 |
| 2012-06-01 | 4047.41220498614 |
| 2012-07-01 | 4052.50349421850 |
| 2012-08-01 | 4062.53886428592 |
| 2012-09-01 | 4067.62139608206 |
| 2012-10-01 | 4077.31625583279 |
| 2012-11-01 | 4099.88593227304 |
| 2012-12-01 | 4108.26154584002 |
| 2013-01-01 | 4090.77557657054 |
| 2013-02-01 | 4106.46906655190 |
| 2013-03-01 | 4112.29107457577 |
| 2013-04-01 | 4129.49662348665 |
| 2013-05-01 | 4139.74271205664 |
| 2013-06-01 | 4148.77671791139 |
| 2013-07-01 | 4154.08011315802 |
| 2013-08-01 | 4165.19292489645 |
| 2013-09-01 | 4170.17118821228 |
| 2013-10-01 | 4180.69316215128 |
| 2013-11-01 | 4199.15466646907 |
| 2013-12-01 | 4204.97690259005 |
| 2014-01-01 | 4216.91597850468 |
| 2014-02-01 | 4216.83951434011 |
| 2014-03-01 | 4223.80461756792 |
| 2014-04-01 | 4226.26220306657 |
| 2014-05-01 | 4235.23968273193 |
| 2014-06-01 | 4241.43513187532 |
| 2014-07-01 | 4238.72517988141 |
| 2014-08-01 | 4262.64744267482 |
| 2014-09-01 | 4270.44738427089 |
| 2014-10-01 | 4278.60853091103 |
| 2014-11-01 | 4284.59678526100 |
| 2014-12-01 | 4293.47739045894 |
| 2015-01-01 | 4296.33412637326 |
| 2015-02-01 | 4312.10578808134 |
| 2015-03-01 | 4322.44634609497 |
| 2015-04-01 | 4329.42256441564 |
| 2015-05-01 | 4336.07448043911 |
| 2015-06-01 | 4347.72926779491 |
| 2015-07-01 | 4372.69877357838 |
| 2015-08-01 | 4378.57930337980 |
| 2015-09-01 | 4389.66275208361 |
| 2015-10-01 | 4416.43126961938 |
| 2015-11-01 | 4416.56935591358 |
| 2015-12-01 | 4421.50784902079 |
| 2016-01-01 | 4450.14545581540 |
| 2016-02-01 | 4457.69785794239 |
| 2016-03-01 | 4450.64556428988 |
| 2016-04-01 | 4492.88848510202 |
| 2016-05-01 | 4493.88660402855 |
| 2016-06-01 | 4483.27958272403 |
| 2016-07-01 | 4503.75929077323 |
| 2016-08-01 | 4505.41468568567 |
| 2016-09-01 | 4512.38097852005 |
| 2016-10-01 | 4518.62977902178 |
| 2016-11-01 | 4524.82792811059 |
| 2016-12-01 | 4527.75617284983 |
| 2017-01-01 | 4518.56528125119 |
| 2017-02-01 | 4529.59614487972 |
| 2017-03-01 | 4533.74412850986 |
| 2017-04-01 | 4545.27361761504 |
| 2017-05-01 | 4554.48454451978 |
| 2017-06-01 | 4563.50662798178 |
| 2017-07-01 | 4575.62183081948 |
| 2017-08-01 | 4582.25086060499 |
| 2017-09-01 | 4598.79782421614 |
| 2017-10-01 | 4606.57291030722 |
| 2017-11-01 | 4606.28085073583 |
| 2017-12-01 | 4619.46603638105 |
| 2018-01-01 | 4637.29478646483 |
| 2018-02-01 | 4638.58575614664 |
| 2018-03-01 | 4648.08008200274 |
| 2018-04-01 | 4645.32193294589 |
| 2018-05-01 | 4636.43792174484 |
| 2018-06-01 | 4655.00428915234 |
| 2018-07-01 | 4656.36469872318 |
| 2018-08-01 | 4670.27131020178 |
| 2018-09-01 | 4668.22754585437 |
| 2018-10-01 | 4681.67288578037 |
| 2018-11-01 | 4684.24714594768 |
| 2018-12-01 | 4696.81337851548 |
| 2019-01-01 | 4697.97357320676 |
| 2019-02-01 | 4712.56580882592 |
| 2019-03-01 | 4716.43653064103 |
| 2019-04-01 | 4708.06966458227 |
| 2019-05-01 | 4707.28912802682 |
| 2019-06-01 | 4724.84681470856 |
| 2019-07-01 | 4725.98933848225 |
| 2019-08-01 | 4734.72590474801 |
| 2019-09-01 | 4741.93972009838 |
| 2019-10-01 | 4744.33251724260 |
| 2019-11-01 | 4762.52415806741 |
| 2019-12-01 | 4763.91692623449 |
| 2020-01-01 | 4788.24752150607 |
| 2020-02-01 | 4801.73580739040 |
| 2020-03-01 | 4727.81312023981 |
| 2020-04-01 | 3858.11306976337 |
| 2020-05-01 | 3881.67367647437 |
| 2020-06-01 | 4048.86974570329 |
| 2020-07-01 | 4071.39983288875 |
| 2020-08-01 | 4080.04442790248 |
| 2020-09-01 | 4123.81657080397 |
| 2020-10-01 | 4231.37697479558 |
| 2020-11-01 | 4271.62812009899 |
| 2020-12-01 | 4228.83185492887 |
| 2021-01-01 | 4180.90924727567 |
| 2021-02-01 | 4273.46457404537 |
| 2021-03-01 | 4323.02258148179 |
| 2021-04-01 | 4391.06767060287 |
| 2021-05-01 | 4426.26817900593 |
| 2021-06-01 | 4447.27563494482 |
| 2021-07-01 | 4507.20059855272 |
| 2021-08-01 | 4544.68827912633 |
| 2021-09-01 | 4520.66522847024 |
| 2021-10-01 | 4612.84106851208 |
| 2021-11-01 | 4637.92985364340 |
| 2021-12-01 | 4653.69008482940 |
| 2022-01-01 | 4639.75280975223 |
| 2022-02-01 | 4697.60680376577 |
| 2022-03-01 | 4711.39872138862 |
| 2022-04-01 | 4734.67296563206 |
| 2022-05-01 | 4734.46129691002 |
| 2022-06-01 | 4744.44377666026 |
| 2022-07-01 | 4752.05013413414 |
| 2022-08-01 | 4756.59873386024 |
| 2022-09-01 | 4760.59551125113 |
| 2022-10-01 | 4757.58757508567 |
| 2022-11-01 | 4757.76371279535 |
| 2022-12-01 | 4760.82834685237 |
| 2023-01-01 | 4751.90915905244 |
| 2023-02-01 | 4753.31714904577 |
| 2023-03-01 | 4753.92138293627 |
| 2023-04-01 | 4747.09914734510 |
| 2023-05-01 | 4755.31230895012 |
| 2023-06-01 | 4756.04688314430 |
| 2023-07-01 | 4744.44199674561 |
| 2023-08-01 | 4740.23279738894 |
| 2023-09-01 | 4746.75348796878 |
| 2023-10-01 | 4741.77769629713 |
| 2023-11-01 | 4744.98449240294 |
| 2023-12-01 | 4770.05306883165 |
| 2024-01-01 | 4816.49562544966 |
| 2024-02-01 | 4805.20811603752 |
| 2024-03-01 | 4803.82635828288 |
| 2024-04-01 | 4782.39147256060 |
| 2024-05-01 | 4777.41926891658 |
| 2024-06-01 | 4771.49421557239 |
| 2024-07-01 | 4791.67783898563 |
| 2024-08-01 | 4794.39300201674 |
| 2024-09-01 | 4789.13396584021 |
| 2024-10-01 | 4814.60178430287 |
| 2024-11-01 | 4822.87327946466 |
| 2024-12-01 | 4793.55514094424 |
| 2025-01-01 | 4785.60511055484 |
| 2025-02-01 | 4802.90894184643 |
| 2025-03-01 | 4798.15087362421 |
| 2025-04-01 | 4825.50097477655 |
| 2025-05-01 | 4831.03259448497 |
| 2025-06-01 | 4815.30438495648 |
| 2025-07-01 | 4810.48026287467 |
| 2025-08-01 | 4827.44422025425 |
| 2025-09-01 | 4808.18484889066 |
| 2025-10-01 | 4815.90263626613 |
| 2025-11-01 | 4819.11008837688 |
| 2025-12-01 | 4823.04072972184 |
| 2026-01-01 | 4858.16172883981 |
| 2026-02-01 | 4839.55177493191 |
| 2026-03-01 | 4853.61407289106 |
| 2026-04-01 | 4854.95843318976 |
| 2026-05-01 | 4855.65382908903 |
| 2026-06-01 | 4896.85421937469 |
| 2026-07-01 | 4882.01257743608 |