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 2025-12-01 |
| Last Updated | 2026-01-28 3:35 AM CST |
| 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 | 3442.41890263341 |
| 1990-02-01 | 3450.32549901493 |
| 1990-03-01 | 3449.55075897585 |
| 1990-04-01 | 3448.59092141016 |
| 1990-05-01 | 3443.28715410270 |
| 1990-06-01 | 3437.42911476281 |
| 1990-07-01 | 3415.94138944069 |
| 1990-08-01 | 3417.55095352290 |
| 1990-09-01 | 3409.25204493404 |
| 1990-10-01 | 3413.14871157236 |
| 1990-11-01 | 3409.90187568030 |
| 1990-12-01 | 3411.98032162543 |
| 1991-01-01 | 3393.52385262476 |
| 1991-02-01 | 3383.62798929547 |
| 1991-03-01 | 3374.63732064543 |
| 1991-04-01 | 3376.95244168765 |
| 1991-05-01 | 3369.74902450125 |
| 1991-06-01 | 3363.39446106087 |
| 1991-07-01 | 3359.40339028551 |
| 1991-08-01 | 3357.03451397424 |
| 1991-09-01 | 3353.90673478160 |
| 1991-10-01 | 3351.48162555971 |
| 1991-11-01 | 3342.85898780089 |
| 1991-12-01 | 3336.35775860344 |
| 1992-01-01 | 3273.95024632118 |
| 1992-02-01 | 3263.84216860227 |
| 1992-03-01 | 3268.32717566681 |
| 1992-04-01 | 3267.14535226149 |
| 1992-05-01 | 3263.97977713949 |
| 1992-06-01 | 3253.46621654222 |
| 1992-07-01 | 3258.41586364964 |
| 1992-08-01 | 3249.87138430301 |
| 1992-09-01 | 3245.13458617663 |
| 1992-10-01 | 3254.81547764971 |
| 1992-11-01 | 3249.51060085360 |
| 1992-12-01 | 3248.22103825338 |
| 1993-01-01 | 3252.67378536576 |
| 1993-02-01 | 3245.09724968121 |
| 1993-03-01 | 3232.30253491325 |
| 1993-04-01 | 3220.58517828839 |
| 1993-05-01 | 3216.75273736587 |
| 1993-06-01 | 3224.98806658574 |
| 1993-07-01 | 3228.80817004269 |
| 1993-08-01 | 3228.23759851320 |
| 1993-09-01 | 3232.94016797122 |
| 1993-10-01 | 3214.86742477439 |
| 1993-11-01 | 3205.34832187024 |
| 1993-12-01 | 3222.82044871268 |
| 1994-01-01 | 3213.89441828733 |
| 1994-02-01 | 3225.30634122967 |
| 1994-03-01 | 3233.18325099613 |
| 1994-04-01 | 3236.47325657301 |
| 1994-05-01 | 3233.17448881476 |
| 1994-06-01 | 3233.49046225666 |
| 1994-07-01 | 3236.99128542264 |
| 1994-08-01 | 3242.87199512468 |
| 1994-09-01 | 3251.89253593863 |
| 1994-10-01 | 3250.13041223448 |
| 1994-11-01 | 3259.51191933566 |
| 1994-12-01 | 3265.26339834136 |
| 1995-01-01 | 3273.96437206501 |
| 1995-02-01 | 3293.34791262857 |
| 1995-03-01 | 3285.46933169881 |
| 1995-04-01 | 3280.75362634950 |
| 1995-05-01 | 3292.25907131965 |
| 1995-06-01 | 3299.63082185625 |
| 1995-07-01 | 3285.10515918823 |
| 1995-08-01 | 3302.84132651169 |
| 1995-09-01 | 3321.25137978853 |
| 1995-10-01 | 3313.20012986882 |
| 1995-11-01 | 3325.75504079913 |
| 1995-12-01 | 3334.83105151820 |
| 1996-01-01 | 3325.09780110567 |
| 1996-02-01 | 3337.41649972997 |
| 1996-03-01 | 3346.64933771409 |
| 1996-04-01 | 3353.53258365186 |
| 1996-05-01 | 3365.05562495847 |
| 1996-06-01 | 3367.53422996498 |
| 1996-07-01 | 3370.81545324635 |
| 1996-08-01 | 3380.96095641541 |
| 1996-09-01 | 3382.57782580411 |
| 1996-10-01 | 3391.30654784493 |
| 1996-11-01 | 3403.07389926448 |
| 1996-12-01 | 3402.92753666074 |
| 1997-01-01 | 3418.88722516302 |
| 1997-02-01 | 3425.27962056402 |
| 1997-03-01 | 3438.93246668053 |
| 1997-04-01 | 3455.43042053209 |
| 1997-05-01 | 3459.58599341195 |
| 1997-06-01 | 3471.65673659839 |
| 1997-07-01 | 3477.78895460429 |
| 1997-08-01 | 3483.10267757100 |
| 1997-09-01 | 3480.16889501378 |
| 1997-10-01 | 3510.45258618580 |
| 1997-11-01 | 3508.84047414085 |
| 1997-12-01 | 3525.55614112280 |
| 1998-01-01 | 3545.21471705346 |
| 1998-02-01 | 3552.25605492444 |
| 1998-03-01 | 3558.91184773629 |
| 1998-04-01 | 3569.24381275415 |
| 1998-05-01 | 3582.35598896971 |
| 1998-06-01 | 3593.76013590817 |
| 1998-07-01 | 3599.65623124366 |
| 1998-08-01 | 3608.60085241983 |
| 1998-09-01 | 3615.01892544522 |
| 1998-10-01 | 3617.13815786140 |
| 1998-11-01 | 3625.75087788138 |
| 1998-12-01 | 3628.47770087647 |
| 1999-01-01 | 3629.60212836804 |
| 1999-02-01 | 3641.38552671559 |
| 1999-03-01 | 3639.68381594427 |
| 1999-04-01 | 3651.21110879657 |
| 1999-05-01 | 3657.79916989124 |
| 1999-06-01 | 3659.66071799003 |
| 1999-07-01 | 3680.90224217146 |
| 1999-08-01 | 3675.74990408755 |
| 1999-09-01 | 3685.63303923026 |
| 1999-10-01 | 3696.28744992951 |
| 1999-11-01 | 3702.44810142005 |
| 1999-12-01 | 3714.15979176099 |
| 2000-01-01 | 3713.92806557010 |
| 2000-02-01 | 3722.81896002201 |
| 2000-03-01 | 3729.06049185134 |
| 2000-04-01 | 3737.13316650862 |
| 2000-05-01 | 3733.52848935325 |
| 2000-06-01 | 3749.06017123200 |
| 2000-07-01 | 3762.90756564520 |
| 2000-08-01 | 3772.76568272352 |
| 2000-09-01 | 3779.21433814747 |
| 2000-10-01 | 3781.52467614358 |
| 2000-11-01 | 3788.65217529849 |
| 2000-12-01 | 3792.43350512205 |
| 2001-01-01 | 3823.93295198401 |
| 2001-02-01 | 3824.03491602934 |
| 2001-03-01 | 3833.59272544097 |
| 2001-04-01 | 3812.63619092243 |
| 2001-05-01 | 3800.00485410846 |
| 2001-06-01 | 3805.72187626816 |
| 2001-07-01 | 3796.06952282697 |
| 2001-08-01 | 3792.40087717598 |
| 2001-09-01 | 3789.13100823587 |
| 2001-10-01 | 3785.34456628969 |
| 2001-11-01 | 3776.01930169289 |
| 2001-12-01 | 3777.73426101678 |
| 2002-01-01 | 3782.12343367686 |
| 2002-02-01 | 3780.74735878003 |
| 2002-03-01 | 3794.80500629320 |
| 2002-04-01 | 3797.72258977112 |
| 2002-05-01 | 3801.18248277870 |
| 2002-06-01 | 3807.85938624942 |
| 2002-07-01 | 3806.07296384952 |
| 2002-08-01 | 3811.52331904602 |
| 2002-09-01 | 3814.37353598176 |
| 2002-10-01 | 3819.94952124394 |
| 2002-11-01 | 3827.37704284420 |
| 2002-12-01 | 3823.94652599402 |
| 2003-01-01 | 3825.67686899310 |
| 2003-02-01 | 3828.06065669330 |
| 2003-03-01 | 3829.38822231325 |
| 2003-04-01 | 3832.46165273224 |
| 2003-05-01 | 3838.15230381349 |
| 2003-06-01 | 3837.79030660709 |
| 2003-07-01 | 3845.64135910458 |
| 2003-08-01 | 3856.35140447526 |
| 2003-09-01 | 3850.59525064899 |
| 2003-10-01 | 3873.04669250061 |
| 2003-11-01 | 3865.94209705012 |
| 2003-12-01 | 3868.77531953489 |
| 2004-01-01 | 3883.00964211263 |
| 2004-02-01 | 3889.52675600041 |
| 2004-03-01 | 3893.96795835027 |
| 2004-04-01 | 3900.36105025212 |
| 2004-05-01 | 3912.00638389621 |
| 2004-06-01 | 3906.11693977754 |
| 2004-07-01 | 3927.45758696811 |
| 2004-08-01 | 3920.03853224015 |
| 2004-09-01 | 3911.33103263954 |
| 2004-10-01 | 3936.68325265003 |
| 2004-11-01 | 3949.26216213877 |
| 2004-12-01 | 3943.55098444768 |
| 2005-01-01 | 3950.54875583457 |
| 2005-02-01 | 3951.78866115624 |
| 2005-03-01 | 3957.30004689859 |
| 2005-04-01 | 3970.27867719618 |
| 2005-05-01 | 3971.21956696365 |
| 2005-06-01 | 3980.37412866698 |
| 2005-07-01 | 3989.77747715332 |
| 2005-08-01 | 3997.73545556789 |
| 2005-09-01 | 4009.95744003883 |
| 2005-10-01 | 4016.10347794843 |
| 2005-11-01 | 4029.82548822411 |
| 2005-12-01 | 4039.48745539576 |
| 2006-01-01 | 4048.37541926063 |
| 2006-02-01 | 4060.90752411214 |
| 2006-03-01 | 4065.88460709452 |
| 2006-04-01 | 4065.65141706708 |
| 2006-05-01 | 4073.49039564702 |
| 2006-06-01 | 4084.71934980263 |
| 2006-07-01 | 4081.16943797495 |
| 2006-08-01 | 4089.37086270916 |
| 2006-09-01 | 4092.25751074833 |
| 2006-10-01 | 4097.48751208970 |
| 2006-11-01 | 4100.22816596074 |
| 2006-12-01 | 4109.24300044909 |
| 2007-01-01 | 4115.63041841191 |
| 2007-02-01 | 4123.75114727627 |
| 2007-03-01 | 4131.77505689694 |
| 2007-04-01 | 4112.12219423599 |
| 2007-05-01 | 4118.03019449690 |
| 2007-06-01 | 4123.60540552936 |
| 2007-07-01 | 4133.86667070398 |
| 2007-08-01 | 4131.64740877901 |
| 2007-09-01 | 4130.14788775981 |
| 2007-10-01 | 4123.19493812975 |
| 2007-11-01 | 4130.36086277300 |
| 2007-12-01 | 4138.65555629760 |
| 2008-01-01 | 4110.33252807109 |
| 2008-02-01 | 4119.56485195551 |
| 2008-03-01 | 4120.63675356248 |
| 2008-04-01 | 4120.81792584553 |
| 2008-05-01 | 4118.61070123029 |
| 2008-06-01 | 4111.98737471461 |
| 2008-07-01 | 4108.30928596057 |
| 2008-08-01 | 4090.54523679134 |
| 2008-09-01 | 4078.88635703296 |
| 2008-10-01 | 4057.98810191207 |
| 2008-11-01 | 4028.45461025334 |
| 2008-12-01 | 4007.18241138577 |
| 2009-01-01 | 3968.63670801486 |
| 2009-02-01 | 3944.33168405687 |
| 2009-03-01 | 3925.65198130682 |
| 2009-04-01 | 3886.35369795097 |
| 2009-05-01 | 3882.93297977913 |
| 2009-06-01 | 3868.28645173739 |
| 2009-07-01 | 3844.46248025616 |
| 2009-08-01 | 3832.96512543751 |
| 2009-09-01 | 3833.37939947003 |
| 2009-10-01 | 3836.90662467022 |
| 2009-11-01 | 3831.57213152194 |
| 2009-12-01 | 3832.45545012573 |
| 2010-01-01 | 3837.19772163225 |
| 2010-02-01 | 3833.47847806407 |
| 2010-03-01 | 3833.56953383088 |
| 2010-04-01 | 3849.18458633418 |
| 2010-05-01 | 3853.80261448959 |
| 2010-06-01 | 3861.40663109606 |
| 2010-07-01 | 3861.44236817804 |
| 2010-08-01 | 3869.46513181978 |
| 2010-09-01 | 3870.04496307894 |
| 2010-10-01 | 3881.34985883165 |
| 2010-11-01 | 3881.39987465016 |
| 2010-12-01 | 3889.62954407430 |
| 2011-01-01 | 3899.36150730409 |
| 2011-02-01 | 3908.56621178979 |
| 2011-03-01 | 3906.28774722875 |
| 2011-04-01 | 3898.00704389369 |
| 2011-05-01 | 3898.86010266461 |
| 2011-06-01 | 3900.08357032223 |
| 2011-07-01 | 3918.05253122274 |
| 2011-08-01 | 3921.07545323327 |
| 2011-09-01 | 3932.94065931536 |
| 2011-10-01 | 3928.31804883691 |
| 2011-11-01 | 3936.08490331161 |
| 2011-12-01 | 3947.59220383459 |
| 2012-01-01 | 3961.88837793801 |
| 2012-02-01 | 3977.20401913826 |
| 2012-03-01 | 3993.32151768536 |
| 2012-04-01 | 4019.44673596212 |
| 2012-05-01 | 4035.64200805784 |
| 2012-06-01 | 4047.38694801000 |
| 2012-07-01 | 4052.53806658409 |
| 2012-08-01 | 4062.63454746271 |
| 2012-09-01 | 4067.50265819547 |
| 2012-10-01 | 4077.30523450191 |
| 2012-11-01 | 4099.94590667289 |
| 2012-12-01 | 4108.22929006649 |
| 2013-01-01 | 4090.81254908330 |
| 2013-02-01 | 4106.52309905268 |
| 2013-03-01 | 4112.29124315300 |
| 2013-04-01 | 4129.50022793312 |
| 2013-05-01 | 4139.73549214402 |
| 2013-06-01 | 4148.85219007441 |
| 2013-07-01 | 4154.12819740158 |
| 2013-08-01 | 4165.29763521118 |
| 2013-09-01 | 4170.14969062643 |
| 2013-10-01 | 4180.78404325560 |
| 2013-11-01 | 4199.11928961980 |
| 2013-12-01 | 4204.91527603117 |
| 2014-01-01 | 4216.85520157862 |
| 2014-02-01 | 4216.80533655694 |
| 2014-03-01 | 4223.78916457774 |
| 2014-04-01 | 4226.26959954798 |
| 2014-05-01 | 4235.23458201259 |
| 2014-06-01 | 4241.41522357044 |
| 2014-07-01 | 4238.78314388648 |
| 2014-08-01 | 4262.57092421417 |
| 2014-09-01 | 4270.51996537439 |
| 2014-10-01 | 4278.50082848161 |
| 2014-11-01 | 4284.64974198438 |
| 2014-12-01 | 4293.38471478563 |
| 2015-01-01 | 4296.27293481139 |
| 2015-02-01 | 4312.08279163730 |
| 2015-03-01 | 4322.42312364482 |
| 2015-04-01 | 4329.43436067609 |
| 2015-05-01 | 4336.06890554597 |
| 2015-06-01 | 4347.72011263610 |
| 2015-07-01 | 4372.86095382172 |
| 2015-08-01 | 4378.53999657094 |
| 2015-09-01 | 4389.63548864834 |
| 2015-10-01 | 4416.43410484787 |
| 2015-11-01 | 4416.60365500590 |
| 2015-12-01 | 4421.38469648129 |
| 2016-01-01 | 4450.15914002283 |
| 2016-02-01 | 4457.67578265608 |
| 2016-03-01 | 4450.60515623260 |
| 2016-04-01 | 4492.89860296421 |
| 2016-05-01 | 4493.87879955039 |
| 2016-06-01 | 4483.17891297673 |
| 2016-07-01 | 4503.83897801869 |
| 2016-08-01 | 4505.44493641990 |
| 2016-09-01 | 4512.50928341119 |
| 2016-10-01 | 4518.66228563499 |
| 2016-11-01 | 4524.73019955150 |
| 2016-12-01 | 4527.67015474180 |
| 2017-01-01 | 4518.49337526685 |
| 2017-02-01 | 4529.49902014627 |
| 2017-03-01 | 4533.82605581182 |
| 2017-04-01 | 4545.20877129556 |
| 2017-05-01 | 4554.49237871183 |
| 2017-06-01 | 4563.46726469536 |
| 2017-07-01 | 4575.76998869019 |
| 2017-08-01 | 4582.62447543898 |
| 2017-09-01 | 4598.97580831846 |
| 2017-10-01 | 4606.77602002735 |
| 2017-11-01 | 4606.45620321134 |
| 2017-12-01 | 4619.12507726470 |
| 2018-01-01 | 4636.97394710838 |
| 2018-02-01 | 4638.35367645197 |
| 2018-03-01 | 4648.09568160131 |
| 2018-04-01 | 4645.52043969351 |
| 2018-05-01 | 4636.50319804898 |
| 2018-06-01 | 4654.84653001394 |
| 2018-07-01 | 4656.46433907234 |
| 2018-08-01 | 4670.81428341277 |
| 2018-09-01 | 4668.42970177567 |
| 2018-10-01 | 4682.03915480670 |
| 2018-11-01 | 4684.54695316392 |
| 2018-12-01 | 4695.57145077494 |
| 2019-01-01 | 4697.84103374148 |
| 2019-02-01 | 4712.17353310338 |
| 2019-03-01 | 4716.59849373208 |
| 2019-04-01 | 4708.29276675194 |
| 2019-05-01 | 4707.33316558476 |
| 2019-06-01 | 4724.58308749315 |
| 2019-07-01 | 4726.09856822146 |
| 2019-08-01 | 4735.81504872080 |
| 2019-09-01 | 4742.48507970505 |
| 2019-10-01 | 4744.85578159200 |
| 2019-11-01 | 4763.03656733780 |
| 2019-12-01 | 4761.56468517163 |
| 2020-01-01 | 4788.14643045223 |
| 2020-02-01 | 4801.46100315408 |
| 2020-03-01 | 4728.07604911848 |
| 2020-04-01 | 3858.40096156376 |
| 2020-05-01 | 3881.59652188527 |
| 2020-06-01 | 4048.29707825356 |
| 2020-07-01 | 4071.48074173849 |
| 2020-08-01 | 4081.06973397314 |
| 2020-09-01 | 4124.70344955033 |
| 2020-10-01 | 4232.28961029620 |
| 2020-11-01 | 4272.41264586803 |
| 2020-12-01 | 4225.24335465065 |
| 2021-01-01 | 4180.99272512846 |
| 2021-02-01 | 4273.22147084444 |
| 2021-03-01 | 4323.98006278455 |
| 2021-04-01 | 4391.47915950405 |
| 2021-05-01 | 4426.07537426042 |
| 2021-06-01 | 4445.48816551966 |
| 2021-07-01 | 4507.29329140441 |
| 2021-08-01 | 4545.80394699955 |
| 2021-09-01 | 4522.06315786710 |
| 2021-10-01 | 4615.24852858791 |
| 2021-11-01 | 4639.51220401981 |
| 2021-12-01 | 4647.61658768609 |
| 2022-01-01 | 4639.39786663325 |
| 2022-02-01 | 4697.76093347604 |
| 2022-03-01 | 4712.93573838488 |
| 2022-04-01 | 4735.72924065440 |
| 2022-05-01 | 4735.05645049799 |
| 2022-06-01 | 4740.31223265945 |
| 2022-07-01 | 4751.17847881560 |
| 2022-08-01 | 4758.06865342184 |
| 2022-09-01 | 4762.60590690746 |
| 2022-10-01 | 4762.14201676630 |
| 2022-11-01 | 4759.89223700944 |
| 2022-12-01 | 4752.21928115552 |
| 2023-01-01 | 4751.41554102663 |
| 2023-02-01 | 4753.77057541754 |
| 2023-03-01 | 4757.50690962296 |
| 2023-04-01 | 4750.61457381665 |
| 2023-05-01 | 4758.27926496577 |
| 2023-06-01 | 4751.91614991293 |
| 2023-07-01 | 4745.03101837377 |
| 2023-08-01 | 4745.23927511650 |
| 2023-09-01 | 4753.70344185941 |
| 2023-10-01 | 4752.94845261221 |
| 2023-11-01 | 4752.79408832732 |
| 2023-12-01 | 4766.15149079252 |
| 2024-01-01 | 4822.13588087347 |
| 2024-02-01 | 4812.65208054713 |
| 2024-03-01 | 4816.87168096676 |
| 2024-04-01 | 4801.08891503887 |
| 2024-05-01 | 4791.79535021095 |
| 2024-06-01 | 4776.83938676371 |
| 2024-07-01 | 4792.14530114031 |
| 2024-08-01 | 4798.92066776252 |
| 2024-09-01 | 4794.82427042670 |
| 2024-10-01 | 4798.39160098509 |
| 2024-11-01 | 4798.66921492352 |
| 2024-12-01 | 4808.55624942384 |
| 2025-01-01 | 4809.55920426314 |
| 2025-02-01 | 4818.17431819706 |
| 2025-03-01 | 4820.69746692331 |
| 2025-04-01 | 4828.45274187180 |
| 2025-05-01 | 4832.37638175026 |
| 2025-06-01 | 4840.36749235048 |
| 2025-07-01 | 4843.67706435644 |
| 2025-08-01 | 4835.40389184120 |
| 2025-09-01 | 4828.22911739768 |
| 2025-10-01 | 4833.88870463446 |
| 2025-11-01 | 4833.05317272075 |
| 2025-12-01 | 4824.06710394853 |