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 2024-11-01 |
| Last Updated | 2024-12-21 7:09 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 | 3442.3666646276500 |
| 1990-02-01 | 3450.2584387750603 |
| 1990-03-01 | 3449.5759020728697 |
| 1990-04-01 | 3448.7014335941700 |
| 1990-05-01 | 3443.4040149359803 |
| 1990-06-01 | 3437.4589901051400 |
| 1990-07-01 | 3415.9744130701800 |
| 1990-08-01 | 3417.5728798362397 |
| 1990-09-01 | 3409.1424240471300 |
| 1990-10-01 | 3413.2787794331800 |
| 1990-11-01 | 3409.7685347311500 |
| 1990-12-01 | 3412.0739989467300 |
| 1991-01-01 | 3393.5772951051504 |
| 1991-02-01 | 3383.6597746247803 |
| 1991-03-01 | 3374.7528211281397 |
| 1991-04-01 | 3376.9676483798103 |
| 1991-05-01 | 3369.8766380825896 |
| 1991-06-01 | 3363.3198227189400 |
| 1991-07-01 | 3359.4307736558900 |
| 1991-08-01 | 3356.9584259123500 |
| 1991-09-01 | 3353.8841158548700 |
| 1991-10-01 | 3351.5156480676100 |
| 1991-11-01 | 3342.9316166449300 |
| 1991-12-01 | 3336.3627241782397 |
| 1992-01-01 | 3273.9064109120800 |
| 1992-02-01 | 3263.8649371997100 |
| 1992-03-01 | 3268.2363005615700 |
| 1992-04-01 | 3267.1540065130603 |
| 1992-05-01 | 3263.9155567477196 |
| 1992-06-01 | 3253.3093944315100 |
| 1992-07-01 | 3258.4124682942600 |
| 1992-08-01 | 3249.8966224121600 |
| 1992-09-01 | 3245.0136313876396 |
| 1992-10-01 | 3254.7555607757104 |
| 1992-11-01 | 3249.5761609816200 |
| 1992-12-01 | 3248.2401315200605 |
| 1993-01-01 | 3252.7621141865197 |
| 1993-02-01 | 3245.0984503999603 |
| 1993-03-01 | 3232.3022258234100 |
| 1993-04-01 | 3220.5791040321900 |
| 1993-05-01 | 3216.7993883443396 |
| 1993-06-01 | 3225.0467219710700 |
| 1993-07-01 | 3228.6717106133600 |
| 1993-08-01 | 3228.3665588765302 |
| 1993-09-01 | 3232.7391252277803 |
| 1993-10-01 | 3214.8065287476300 |
| 1993-11-01 | 3205.3170512901197 |
| 1993-12-01 | 3222.8311776293604 |
| 1994-01-01 | 3213.9091581703497 |
| 1994-02-01 | 3225.2882604565700 |
| 1994-03-01 | 3233.2874387377196 |
| 1994-04-01 | 3236.3464248370000 |
| 1994-05-01 | 3233.0099573919000 |
| 1994-06-01 | 3233.5783460659300 |
| 1994-07-01 | 3237.0353166744400 |
| 1994-08-01 | 3242.7947886288900 |
| 1994-09-01 | 3251.7944107321505 |
| 1994-10-01 | 3250.2380055886797 |
| 1994-11-01 | 3259.3281387103700 |
| 1994-12-01 | 3265.1476917025702 |
| 1995-01-01 | 3274.1346595328005 |
| 1995-02-01 | 3293.3103999969203 |
| 1995-03-01 | 3285.4777507296200 |
| 1995-04-01 | 3280.8137176249700 |
| 1995-05-01 | 3292.3771445411000 |
| 1995-06-01 | 3299.4355966990997 |
| 1995-07-01 | 3284.9412125251397 |
| 1995-08-01 | 3302.8524223967997 |
| 1995-09-01 | 3321.1806318080200 |
| 1995-10-01 | 3313.3627921801600 |
| 1995-11-01 | 3325.6332434640303 |
| 1995-12-01 | 3334.5687146345504 |
| 1996-01-01 | 3325.1890406016496 |
| 1996-02-01 | 3337.3778642651500 |
| 1996-03-01 | 3346.6827364220200 |
| 1996-04-01 | 3353.4809506200104 |
| 1996-05-01 | 3365.0522727103700 |
| 1996-06-01 | 3367.4415756994000 |
| 1996-07-01 | 3370.6544788934802 |
| 1996-08-01 | 3380.8521991387700 |
| 1996-09-01 | 3382.6385340372804 |
| 1996-10-01 | 3391.5263576762604 |
| 1996-11-01 | 3403.0015139590300 |
| 1996-12-01 | 3402.9223793640400 |
| 1997-01-01 | 3419.0998814304200 |
| 1997-02-01 | 3425.3436948101900 |
| 1997-03-01 | 3438.8783573906703 |
| 1997-04-01 | 3455.3804418342400 |
| 1997-05-01 | 3459.5917011997900 |
| 1997-06-01 | 3471.6327767806700 |
| 1997-07-01 | 3477.6462524621100 |
| 1997-08-01 | 3483.0671823283500 |
| 1997-09-01 | 3480.0662813141000 |
| 1997-10-01 | 3510.6761676936603 |
| 1997-11-01 | 3508.7741198263698 |
| 1997-12-01 | 3525.5176840495396 |
| 1998-01-01 | 3545.4045289769300 |
| 1998-02-01 | 3552.2469466218700 |
| 1998-03-01 | 3558.7621567625500 |
| 1998-04-01 | 3569.2009883266400 |
| 1998-05-01 | 3582.4978634783700 |
| 1998-06-01 | 3593.5894914207000 |
| 1998-07-01 | 3599.6393767143395 |
| 1998-08-01 | 3608.6353361907300 |
| 1998-09-01 | 3614.9204691892296 |
| 1998-10-01 | 3617.3640190458400 |
| 1998-11-01 | 3625.5838108249200 |
| 1998-12-01 | 3628.5419135444800 |
| 1999-01-01 | 3629.7654295159996 |
| 1999-02-01 | 3641.3096173690900 |
| 1999-03-01 | 3639.6144404830798 |
| 1999-04-01 | 3651.2812881261298 |
| 1999-05-01 | 3657.8854495404207 |
| 1999-06-01 | 3659.4522524986896 |
| 1999-07-01 | 3680.9969222628100 |
| 1999-08-01 | 3675.7618591922796 |
| 1999-09-01 | 3685.6459924112396 |
| 1999-10-01 | 3696.4406090784496 |
| 1999-11-01 | 3702.2433565189400 |
| 1999-12-01 | 3714.0555142898600 |
| 2000-01-01 | 3714.0403395707000 |
| 2000-02-01 | 3722.8853368867210 |
| 2000-03-01 | 3729.1791540671297 |
| 2000-04-01 | 3737.1059383614293 |
| 2000-05-01 | 3733.6425547956105 |
| 2000-06-01 | 3748.9264285259600 |
| 2000-07-01 | 3762.9917758021600 |
| 2000-08-01 | 3772.8716166747295 |
| 2000-09-01 | 3779.1346258833600 |
| 2000-10-01 | 3781.5073265303400 |
| 2000-11-01 | 3788.4983587414004 |
| 2000-12-01 | 3792.2784555233500 |
| 2001-01-01 | 3823.9145028794105 |
| 2001-02-01 | 3824.0300878807398 |
| 2001-03-01 | 3833.5937587528600 |
| 2001-04-01 | 3812.6216834335900 |
| 2001-05-01 | 3800.0430947540400 |
| 2001-06-01 | 3805.5143204863703 |
| 2001-07-01 | 3796.0441278325600 |
| 2001-08-01 | 3792.3331546881896 |
| 2001-09-01 | 3789.1584534915705 |
| 2001-10-01 | 3785.5733077539900 |
| 2001-11-01 | 3776.1160930110600 |
| 2001-12-01 | 3777.8066235812500 |
| 2002-01-01 | 3782.1848400413105 |
| 2002-02-01 | 3780.7542071986800 |
| 2002-03-01 | 3794.8052499683295 |
| 2002-04-01 | 3797.8273601232204 |
| 2002-05-01 | 3801.3041082578998 |
| 2002-06-01 | 3807.6859114266204 |
| 2002-07-01 | 3805.9481020136000 |
| 2002-08-01 | 3811.5855798278003 |
| 2002-09-01 | 3814.3923139679600 |
| 2002-10-01 | 3819.9003154440200 |
| 2002-11-01 | 3827.3705618735800 |
| 2002-12-01 | 3823.9426042578100 |
| 2003-01-01 | 3825.7369496483702 |
| 2003-02-01 | 3828.1590547766600 |
| 2003-03-01 | 3829.4045316294300 |
| 2003-04-01 | 3832.4874354328294 |
| 2003-05-01 | 3838.2381606879500 |
| 2003-06-01 | 3837.4613831820500 |
| 2003-07-01 | 3845.6240437792800 |
| 2003-08-01 | 3856.3356464855600 |
| 2003-09-01 | 3850.5211248939000 |
| 2003-10-01 | 3873.1199622752897 |
| 2003-11-01 | 3865.9375840922800 |
| 2003-12-01 | 3868.7827184402600 |
| 2004-01-01 | 3883.0619994694800 |
| 2004-02-01 | 3889.3891883000800 |
| 2004-03-01 | 3894.0050888122496 |
| 2004-04-01 | 3900.4131054316400 |
| 2004-05-01 | 3912.0394568081000 |
| 2004-06-01 | 3905.8002500989900 |
| 2004-07-01 | 3927.4306854041706 |
| 2004-08-01 | 3919.9353643331897 |
| 2004-09-01 | 3911.2654687186896 |
| 2004-10-01 | 3936.6686425352000 |
| 2004-11-01 | 3949.2648193930200 |
| 2004-12-01 | 3943.5670707074296 |
| 2005-01-01 | 3950.4833664390100 |
| 2005-02-01 | 3951.8086148120897 |
| 2005-03-01 | 3957.2373713500200 |
| 2005-04-01 | 3970.2541505270600 |
| 2005-05-01 | 3971.3412763792894 |
| 2005-06-01 | 3979.9814299695000 |
| 2005-07-01 | 3989.5408972846294 |
| 2005-08-01 | 3997.8433106038597 |
| 2005-09-01 | 4010.0125628921205 |
| 2005-10-01 | 4016.1798532992602 |
| 2005-11-01 | 4029.8332935202798 |
| 2005-12-01 | 4039.5081444164703 |
| 2006-01-01 | 4048.3915969846703 |
| 2006-02-01 | 4060.9738467122600 |
| 2006-03-01 | 4065.9064523396400 |
| 2006-04-01 | 4065.7399645649800 |
| 2006-05-01 | 4073.4747214550800 |
| 2006-06-01 | 4084.5717807075400 |
| 2006-07-01 | 4081.1175141671297 |
| 2006-08-01 | 4089.4732471600896 |
| 2006-09-01 | 4092.3147530543397 |
| 2006-10-01 | 4097.5385316004100 |
| 2006-11-01 | 4100.2403254919800 |
| 2006-12-01 | 4109.2579732018300 |
| 2007-01-01 | 4115.6272380706705 |
| 2007-02-01 | 4123.7837215918900 |
| 2007-03-01 | 4131.7739429927400 |
| 2007-04-01 | 4112.1949217933900 |
| 2007-05-01 | 4118.0943563182000 |
| 2007-06-01 | 4123.5125462666600 |
| 2007-07-01 | 4133.7184124890100 |
| 2007-08-01 | 4131.6469338466200 |
| 2007-09-01 | 4130.0931414314290 |
| 2007-10-01 | 4123.2172763459100 |
| 2007-11-01 | 4130.3711108331800 |
| 2007-12-01 | 4138.6585774502790 |
| 2008-01-01 | 4110.3123193791100 |
| 2008-02-01 | 4119.5797185207890 |
| 2008-03-01 | 4120.7202697024100 |
| 2008-04-01 | 4120.8641790443200 |
| 2008-05-01 | 4118.5511044857000 |
| 2008-06-01 | 4112.1487129130200 |
| 2008-07-01 | 4108.1523362010290 |
| 2008-08-01 | 4090.5544171349297 |
| 2008-09-01 | 4078.8097068827000 |
| 2008-10-01 | 4057.9891896791705 |
| 2008-11-01 | 4028.4513882671204 |
| 2008-12-01 | 4007.1681258993800 |
| 2009-01-01 | 3968.7186578742000 |
| 2009-02-01 | 3944.3576011635496 |
| 2009-03-01 | 3925.6270920214397 |
| 2009-04-01 | 3886.2717724174895 |
| 2009-05-01 | 3882.9946403134495 |
| 2009-06-01 | 3868.4574123502503 |
| 2009-07-01 | 3844.3224508892400 |
| 2009-08-01 | 3832.9037334181300 |
| 2009-09-01 | 3833.4867981650500 |
| 2009-10-01 | 3836.9048343921100 |
| 2009-11-01 | 3831.5302927443800 |
| 2009-12-01 | 3832.5305010811300 |
| 2010-01-01 | 3837.1944145247300 |
| 2010-02-01 | 3833.4178182780100 |
| 2010-03-01 | 3833.5562441912300 |
| 2010-04-01 | 3849.2942072430000 |
| 2010-05-01 | 3853.7634328186000 |
| 2010-06-01 | 3861.3732773877400 |
| 2010-07-01 | 3861.3999926802400 |
| 2010-08-01 | 3869.4197366786702 |
| 2010-09-01 | 3870.0383630019896 |
| 2010-10-01 | 3881.3563732697900 |
| 2010-11-01 | 3881.3253711132397 |
| 2010-12-01 | 3889.5931738516100 |
| 2011-01-01 | 3899.3836342337104 |
| 2011-02-01 | 3908.6357701443703 |
| 2011-03-01 | 3906.2963365340797 |
| 2011-04-01 | 3898.1207737743703 |
| 2011-05-01 | 3898.8309713557796 |
| 2011-06-01 | 3900.2001978194900 |
| 2011-07-01 | 3918.0801088676100 |
| 2011-08-01 | 3921.0329976344700 |
| 2011-09-01 | 3932.8324274440706 |
| 2011-10-01 | 3928.3397818503204 |
| 2011-11-01 | 3935.9833582745205 |
| 2011-12-01 | 3947.5582088739898 |
| 2012-01-01 | 3961.8359808574500 |
| 2012-02-01 | 3977.3037239974797 |
| 2012-03-01 | 3993.3560833762604 |
| 2012-04-01 | 4019.4866888430497 |
| 2012-05-01 | 4035.7365506939796 |
| 2012-06-01 | 4047.4605025457104 |
| 2012-07-01 | 4052.3383183346505 |
| 2012-08-01 | 4062.6043999637895 |
| 2012-09-01 | 4067.6126780348295 |
| 2012-10-01 | 4077.2202974055000 |
| 2012-11-01 | 4099.7315391162300 |
| 2012-12-01 | 4108.2809188044500 |
| 2013-01-01 | 4090.9357367704900 |
| 2013-02-01 | 4106.6419198430290 |
| 2013-03-01 | 4112.3574394168300 |
| 2013-04-01 | 4129.4845216173300 |
| 2013-05-01 | 4139.7434228035300 |
| 2013-06-01 | 4148.8672687662000 |
| 2013-07-01 | 4154.0108662696700 |
| 2013-08-01 | 4165.3607534559400 |
| 2013-09-01 | 4170.1791917433400 |
| 2013-10-01 | 4180.8012449553500 |
| 2013-11-01 | 4199.0018515373200 |
| 2013-12-01 | 4205.1702458930200 |
| 2014-01-01 | 4216.8365913118205 |
| 2014-02-01 | 4216.6367475395500 |
| 2014-03-01 | 4223.7749556735800 |
| 2014-04-01 | 4226.2882033229100 |
| 2014-05-01 | 4235.3401745877900 |
| 2014-06-01 | 4241.6041152451200 |
| 2014-07-01 | 4238.3628369140300 |
| 2014-08-01 | 4262.6149112773210 |
| 2014-09-01 | 4270.4608990254000 |
| 2014-10-01 | 4278.5016363347100 |
| 2014-11-01 | 4284.5685561621000 |
| 2014-12-01 | 4293.5528422699500 |
| 2015-01-01 | 4296.1042576290900 |
| 2015-02-01 | 4312.1408222918200 |
| 2015-03-01 | 4322.5322413546600 |
| 2015-04-01 | 4329.5709142552600 |
| 2015-05-01 | 4336.0186144632800 |
| 2015-06-01 | 4347.6823078139400 |
| 2015-07-01 | 4372.4009472990290 |
| 2015-08-01 | 4378.5372908676700 |
| 2015-09-01 | 4389.6598060814895 |
| 2015-10-01 | 4416.3261395142000 |
| 2015-11-01 | 4416.5790279035400 |
| 2015-12-01 | 4421.8242434456110 |
| 2016-01-01 | 4450.1221875668610 |
| 2016-02-01 | 4457.8009521118300 |
| 2016-03-01 | 4450.8398964579500 |
| 2016-04-01 | 4493.1152110758600 |
| 2016-05-01 | 4493.6455072860710 |
| 2016-06-01 | 4483.0820899352500 |
| 2016-07-01 | 4503.4339901438200 |
| 2016-08-01 | 4505.4569512508600 |
| 2016-09-01 | 4512.4747573635495 |
| 2016-10-01 | 4518.6338675288900 |
| 2016-11-01 | 4524.8974517064400 |
| 2016-12-01 | 4528.2379405319300 |
| 2017-01-01 | 4518.6851191080900 |
| 2017-02-01 | 4529.6900893689500 |
| 2017-03-01 | 4533.9944262954405 |
| 2017-04-01 | 4545.2199608997000 |
| 2017-05-01 | 4554.2538469043600 |
| 2017-06-01 | 4563.1689075773100 |
| 2017-07-01 | 4575.1850344288900 |
| 2017-08-01 | 4582.2763648064100 |
| 2017-09-01 | 4598.7968031775900 |
| 2017-10-01 | 4606.6751223076100 |
| 2017-11-01 | 4606.3987912831400 |
| 2017-12-01 | 4620.0063355737700 |
| 2018-01-01 | 4637.3336360295710 |
| 2018-02-01 | 4638.8715427231800 |
| 2018-03-01 | 4648.3127007239600 |
| 2018-04-01 | 4645.3181478766500 |
| 2018-05-01 | 4635.9716046677295 |
| 2018-06-01 | 4653.9724736519900 |
| 2018-07-01 | 4655.8465762483200 |
| 2018-08-01 | 4670.3008349566210 |
| 2018-09-01 | 4668.5451422439500 |
| 2018-10-01 | 4681.7483561319295 |
| 2018-11-01 | 4684.5275321313200 |
| 2018-12-01 | 4697.7690457470700 |
| 2019-01-01 | 4698.3166976036700 |
| 2019-02-01 | 4712.7789115131200 |
| 2019-03-01 | 4716.8088150307790 |
| 2019-04-01 | 4707.4108157810300 |
| 2019-05-01 | 4706.7751539930000 |
| 2019-06-01 | 4723.2102134371300 |
| 2019-07-01 | 4725.0757971228495 |
| 2019-08-01 | 4735.2998432941200 |
| 2019-09-01 | 4742.8924936853300 |
| 2019-10-01 | 4744.7941092940500 |
| 2019-11-01 | 4763.1278172483900 |
| 2019-12-01 | 4765.6205705245900 |
| 2020-01-01 | 4788.8842518872210 |
| 2020-02-01 | 4802.5020949641400 |
| 2020-03-01 | 4728.0770604756900 |
| 2020-04-01 | 3856.6269835955500 |
| 2020-05-01 | 3880.8385931118896 |
| 2020-06-01 | 4045.9949398979900 |
| 2020-07-01 | 4070.2154828214702 |
| 2020-08-01 | 4080.4744196873708 |
| 2020-09-01 | 4125.4187001890000 |
| 2020-10-01 | 4232.2821879977600 |
| 2020-11-01 | 4273.1647358017500 |
| 2020-12-01 | 4230.6355125503500 |
| 2021-01-01 | 4182.3858871970710 |
| 2021-02-01 | 4274.2653523764700 |
| 2021-03-01 | 4323.6230792626700 |
| 2021-04-01 | 4388.4117398751600 |
| 2021-05-01 | 4424.5850202428000 |
| 2021-06-01 | 4441.2791296790200 |
| 2021-07-01 | 4504.7371214650800 |
| 2021-08-01 | 4545.3896166862000 |
| 2021-09-01 | 4523.3729523888205 |
| 2021-10-01 | 4615.8250941605500 |
| 2021-11-01 | 4640.9703447934500 |
| 2021-12-01 | 4655.6935965443000 |
| 2022-01-01 | 4641.7471405548495 |
| 2022-02-01 | 4700.5915747717600 |
| 2022-03-01 | 4712.8777782816500 |
| 2022-04-01 | 4732.0463622351600 |
| 2022-05-01 | 4733.7234822485000 |
| 2022-06-01 | 4734.9116958070400 |
| 2022-07-01 | 4748.5633775213400 |
| 2022-08-01 | 4759.1696401149200 |
| 2022-09-01 | 4765.4803481730400 |
| 2022-10-01 | 4764.3686088565500 |
| 2022-11-01 | 4763.2697020362200 |
| 2022-12-01 | 4763.2604426632400 |
| 2023-01-01 | 4756.1385695776300 |
| 2023-02-01 | 4758.0822462624800 |
| 2023-03-01 | 4757.4902299151900 |
| 2023-04-01 | 4750.5594289829500 |
| 2023-05-01 | 4758.2998228691495 |
| 2023-06-01 | 4745.5738179366400 |
| 2023-07-01 | 4730.9686734056100 |
| 2023-08-01 | 4734.4213689812705 |
| 2023-09-01 | 4736.9651759908700 |
| 2023-10-01 | 4746.2820644288395 |
| 2023-11-01 | 4747.0295960554795 |
| 2023-12-01 | 4761.5979513761295 |
| 2024-01-01 | 4771.8521618800605 |
| 2024-02-01 | 4777.4862284529100 |
| 2024-03-01 | 4790.3296790203100 |
| 2024-04-01 | 4795.8353985275900 |
| 2024-05-01 | 4798.9814867142100 |
| 2024-06-01 | 4815.0731603475000 |
| 2024-07-01 | 4830.2166965445390 |
| 2024-08-01 | 4818.8356686206700 |
| 2024-09-01 | 4821.0459340070500 |
| 2024-10-01 | 4821.6844505012800 |
| 2024-11-01 | 4824.0589438489100 |
