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 2026-04-01 |
| Last Updated | 2026-05-26 2:33 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 | 3442.29903516854 |
| 1990-02-01 | 3450.25910608752 |
| 1990-03-01 | 3449.50405346144 |
| 1990-04-01 | 3448.57684825693 |
| 1990-05-01 | 3443.31245805701 |
| 1990-06-01 | 3437.43832528375 |
| 1990-07-01 | 3415.94408208926 |
| 1990-08-01 | 3417.52054218997 |
| 1990-09-01 | 3409.31399470413 |
| 1990-10-01 | 3413.18019809641 |
| 1990-11-01 | 3409.93658348227 |
| 1990-12-01 | 3412.07940370046 |
| 1991-01-01 | 3393.41244895354 |
| 1991-02-01 | 3383.56199673635 |
| 1991-03-01 | 3374.59573077436 |
| 1991-04-01 | 3376.93893852496 |
| 1991-05-01 | 3369.77041081871 |
| 1991-06-01 | 3363.39928462457 |
| 1991-07-01 | 3359.50940316272 |
| 1991-08-01 | 3357.00221749737 |
| 1991-09-01 | 3353.97998075233 |
| 1991-10-01 | 3351.50814742967 |
| 1991-11-01 | 3342.88574912116 |
| 1991-12-01 | 3336.44391392630 |
| 1992-01-01 | 3273.95693655517 |
| 1992-02-01 | 3263.77824408383 |
| 1992-03-01 | 3268.29385640152 |
| 1992-04-01 | 3267.13071797376 |
| 1992-05-01 | 3263.89887226182 |
| 1992-06-01 | 3253.45823606464 |
| 1992-07-01 | 3258.41764170561 |
| 1992-08-01 | 3249.92910905837 |
| 1992-09-01 | 3245.25855316109 |
| 1992-10-01 | 3254.83042806035 |
| 1992-11-01 | 3249.53130164348 |
| 1992-12-01 | 3248.29499379143 |
| 1993-01-01 | 3252.56123562517 |
| 1993-02-01 | 3245.04018210602 |
| 1993-03-01 | 3232.28692937687 |
| 1993-04-01 | 3220.46971564561 |
| 1993-05-01 | 3216.76396294555 |
| 1993-06-01 | 3224.95884979586 |
| 1993-07-01 | 3228.70652088346 |
| 1993-08-01 | 3228.28850603824 |
| 1993-09-01 | 3233.12049677404 |
| 1993-10-01 | 3214.88204032811 |
| 1993-11-01 | 3205.37066148193 |
| 1993-12-01 | 3222.86637762034 |
| 1994-01-01 | 3213.77618673962 |
| 1994-02-01 | 3225.26184821025 |
| 1994-03-01 | 3233.08745573103 |
| 1994-04-01 | 3236.45106471960 |
| 1994-05-01 | 3233.16849572579 |
| 1994-06-01 | 3233.43270976074 |
| 1994-07-01 | 3236.97405417925 |
| 1994-08-01 | 3242.78192973232 |
| 1994-09-01 | 3252.03564516145 |
| 1994-10-01 | 3250.26794603856 |
| 1994-11-01 | 3259.49703708563 |
| 1994-12-01 | 3265.26884409299 |
| 1995-01-01 | 3273.82398134449 |
| 1995-02-01 | 3293.31278134502 |
| 1995-03-01 | 3285.49005754105 |
| 1995-04-01 | 3280.71468951848 |
| 1995-05-01 | 3292.11197350449 |
| 1995-06-01 | 3299.52449265318 |
| 1995-07-01 | 3285.05412941975 |
| 1995-08-01 | 3302.73089455656 |
| 1995-09-01 | 3321.46191529371 |
| 1995-10-01 | 3313.56303168707 |
| 1995-11-01 | 3325.76705297852 |
| 1995-12-01 | 3334.80961712203 |
| 1996-01-01 | 3324.81226650139 |
| 1996-02-01 | 3337.30486573121 |
| 1996-03-01 | 3346.49788559559 |
| 1996-04-01 | 3353.33606084212 |
| 1996-05-01 | 3364.98576107117 |
| 1996-06-01 | 3367.46977587733 |
| 1996-07-01 | 3370.62621306190 |
| 1996-08-01 | 3381.00123137000 |
| 1996-09-01 | 3383.05760591098 |
| 1996-10-01 | 3392.15429359805 |
| 1996-11-01 | 3403.22970357496 |
| 1996-12-01 | 3403.03986400209 |
| 1997-01-01 | 3418.45395529655 |
| 1997-02-01 | 3424.81417046241 |
| 1997-03-01 | 3438.48828251003 |
| 1997-04-01 | 3455.17185879439 |
| 1997-05-01 | 3459.84922421204 |
| 1997-06-01 | 3471.27890620541 |
| 1997-07-01 | 3477.39872151295 |
| 1997-08-01 | 3483.27421521259 |
| 1997-09-01 | 3480.86589306174 |
| 1997-10-01 | 3511.66938446966 |
| 1997-11-01 | 3509.64778550592 |
| 1997-12-01 | 3525.93765094472 |
| 1998-01-01 | 3544.26878557602 |
| 1998-02-01 | 3551.20080117812 |
| 1998-03-01 | 3558.02295830705 |
| 1998-04-01 | 3568.52253422106 |
| 1998-05-01 | 3583.49284714388 |
| 1998-06-01 | 3593.12106223502 |
| 1998-07-01 | 3598.99202996945 |
| 1998-08-01 | 3608.86455717523 |
| 1998-09-01 | 3616.00929196826 |
| 1998-10-01 | 3618.86996331217 |
| 1998-11-01 | 3627.38614177680 |
| 1998-12-01 | 3629.17829003249 |
| 1999-01-01 | 3627.97790901125 |
| 1999-02-01 | 3639.42423949508 |
| 1999-03-01 | 3638.06414609244 |
| 1999-04-01 | 3649.88621817192 |
| 1999-05-01 | 3659.63887489350 |
| 1999-06-01 | 3658.82326605542 |
| 1999-07-01 | 3680.33398557866 |
| 1999-08-01 | 3676.22022322215 |
| 1999-09-01 | 3686.73242614371 |
| 1999-10-01 | 3698.30029363416 |
| 1999-11-01 | 3704.70788127082 |
| 1999-12-01 | 3715.38467558404 |
| 2000-01-01 | 3711.75405265462 |
| 2000-02-01 | 3720.33014976467 |
| 2000-03-01 | 3727.03524625514 |
| 2000-04-01 | 3735.48183049935 |
| 2000-05-01 | 3735.86054077837 |
| 2000-06-01 | 3748.24654788016 |
| 2000-07-01 | 3762.46420899534 |
| 2000-08-01 | 3773.41533570322 |
| 2000-09-01 | 3780.51435167916 |
| 2000-10-01 | 3783.57212188239 |
| 2000-11-01 | 3791.09633528905 |
| 2000-12-01 | 3793.74096982183 |
| 2001-01-01 | 3821.61916020137 |
| 2001-02-01 | 3821.11937211070 |
| 2001-03-01 | 3831.26812119728 |
| 2001-04-01 | 3811.00376839463 |
| 2001-05-01 | 3802.43462317249 |
| 2001-06-01 | 3805.04565149476 |
| 2001-07-01 | 3795.88246024456 |
| 2001-08-01 | 3793.07220577437 |
| 2001-09-01 | 3790.28250554687 |
| 2001-10-01 | 3787.06717491109 |
| 2001-11-01 | 3778.37271598409 |
| 2001-12-01 | 3778.99959166291 |
| 2002-01-01 | 3779.85017149502 |
| 2002-02-01 | 3778.17803012470 |
| 2002-03-01 | 3792.74497330867 |
| 2002-04-01 | 3796.34728320954 |
| 2002-05-01 | 3803.36902455596 |
| 2002-06-01 | 3807.36695997847 |
| 2002-07-01 | 3806.05625058072 |
| 2002-08-01 | 3811.99057732342 |
| 2002-09-01 | 3815.24563883049 |
| 2002-10-01 | 3821.34008073409 |
| 2002-11-01 | 3829.07903824867 |
| 2002-12-01 | 3824.81055137016 |
| 2003-01-01 | 3824.06223344424 |
| 2003-02-01 | 3826.20240064764 |
| 2003-03-01 | 3828.06560631383 |
| 2003-04-01 | 3831.55681386517 |
| 2003-05-01 | 3839.46448326855 |
| 2003-06-01 | 3837.39036175735 |
| 2003-07-01 | 3845.92598396696 |
| 2003-08-01 | 3856.84225380109 |
| 2003-09-01 | 3851.24386177451 |
| 2003-10-01 | 3873.82060021987 |
| 2003-11-01 | 3867.03617405370 |
| 2003-12-01 | 3869.31773657385 |
| 2004-01-01 | 3882.20367084017 |
| 2004-02-01 | 3888.47234234652 |
| 2004-03-01 | 3893.14983241896 |
| 2004-04-01 | 3899.96455935092 |
| 2004-05-01 | 3912.41783103701 |
| 2004-06-01 | 3905.92977838751 |
| 2004-07-01 | 3927.76139659281 |
| 2004-08-01 | 3920.28775358379 |
| 2004-09-01 | 3911.61559234526 |
| 2004-10-01 | 3937.04177960291 |
| 2004-11-01 | 3949.58738462316 |
| 2004-12-01 | 3943.49641418400 |
| 2005-01-01 | 3950.32049467098 |
| 2005-02-01 | 3951.45736132658 |
| 2005-03-01 | 3957.04936625296 |
| 2005-04-01 | 3970.10680741872 |
| 2005-05-01 | 3971.29654931663 |
| 2005-06-01 | 3980.18865943733 |
| 2005-07-01 | 3989.99085261091 |
| 2005-08-01 | 3997.85580097781 |
| 2005-09-01 | 4010.08069683877 |
| 2005-10-01 | 4016.29470469354 |
| 2005-11-01 | 4029.98240334340 |
| 2005-12-01 | 4039.47638899132 |
| 2006-01-01 | 4048.29289992979 |
| 2006-02-01 | 4060.74549023475 |
| 2006-03-01 | 4065.76256256710 |
| 2006-04-01 | 4065.59852237911 |
| 2006-05-01 | 4073.53196486908 |
| 2006-06-01 | 4084.54303104846 |
| 2006-07-01 | 4081.27933240055 |
| 2006-08-01 | 4089.32359879932 |
| 2006-09-01 | 4092.32336690543 |
| 2006-10-01 | 4097.56616305481 |
| 2006-11-01 | 4100.30749686076 |
| 2006-12-01 | 4109.21624226292 |
| 2007-01-01 | 4115.59460794493 |
| 2007-02-01 | 4123.79191011678 |
| 2007-03-01 | 4131.82969023734 |
| 2007-04-01 | 4112.00725661423 |
| 2007-05-01 | 4118.04617418012 |
| 2007-06-01 | 4123.49442577037 |
| 2007-07-01 | 4133.91743737332 |
| 2007-08-01 | 4131.57388680382 |
| 2007-09-01 | 4130.21408604299 |
| 2007-10-01 | 4123.24040327915 |
| 2007-11-01 | 4130.41541011936 |
| 2007-12-01 | 4138.63005250622 |
| 2008-01-01 | 4110.40012552194 |
| 2008-02-01 | 4119.51379496631 |
| 2008-03-01 | 4120.69388942690 |
| 2008-04-01 | 4120.80188515168 |
| 2008-05-01 | 4118.61035109388 |
| 2008-06-01 | 4111.97863281212 |
| 2008-07-01 | 4108.23108660866 |
| 2008-08-01 | 4090.65628058348 |
| 2008-09-01 | 4078.93418172145 |
| 2008-10-01 | 4057.94937634464 |
| 2008-11-01 | 4028.46759744350 |
| 2008-12-01 | 4007.25430253009 |
| 2009-01-01 | 3968.60693456651 |
| 2009-02-01 | 3944.39229528180 |
| 2009-03-01 | 3925.61432224766 |
| 2009-04-01 | 3886.23951407662 |
| 2009-05-01 | 3882.94178427426 |
| 2009-06-01 | 3868.29069535413 |
| 2009-07-01 | 3844.47876323947 |
| 2009-08-01 | 3832.96406832070 |
| 2009-09-01 | 3833.31900929680 |
| 2009-10-01 | 3836.88354770019 |
| 2009-11-01 | 3831.56182709160 |
| 2009-12-01 | 3832.43349605519 |
| 2010-01-01 | 3837.27318614877 |
| 2010-02-01 | 3833.43697425839 |
| 2010-03-01 | 3833.53989592546 |
| 2010-04-01 | 3849.27253287012 |
| 2010-05-01 | 3853.81137176516 |
| 2010-06-01 | 3861.41947094124 |
| 2010-07-01 | 3861.54722943362 |
| 2010-08-01 | 3869.46251844791 |
| 2010-09-01 | 3869.97561759239 |
| 2010-10-01 | 3881.34702152880 |
| 2010-11-01 | 3881.36686106006 |
| 2010-12-01 | 3889.61945066292 |
| 2011-01-01 | 3899.33309853106 |
| 2011-02-01 | 3908.62764297786 |
| 2011-03-01 | 3906.26388966520 |
| 2011-04-01 | 3897.99544877183 |
| 2011-05-01 | 3898.86792783418 |
| 2011-06-01 | 3900.10314018156 |
| 2011-07-01 | 3918.03891166982 |
| 2011-08-01 | 3921.17869232552 |
| 2011-09-01 | 3932.96518249796 |
| 2011-10-01 | 3928.32848164026 |
| 2011-11-01 | 3936.03334528701 |
| 2011-12-01 | 3947.59774478487 |
| 2012-01-01 | 3961.85771178794 |
| 2012-02-01 | 3977.25755328176 |
| 2012-03-01 | 3993.30878276480 |
| 2012-04-01 | 4019.43896525338 |
| 2012-05-01 | 4035.64856977980 |
| 2012-06-01 | 4047.41229657396 |
| 2012-07-01 | 4052.50670544346 |
| 2012-08-01 | 4062.53985248818 |
| 2012-09-01 | 4067.62247587360 |
| 2012-10-01 | 4077.31810334527 |
| 2012-11-01 | 4099.88765025854 |
| 2012-12-01 | 4108.26018813428 |
| 2013-01-01 | 4090.76885079155 |
| 2013-02-01 | 4106.46925944891 |
| 2013-03-01 | 4112.28876817988 |
| 2013-04-01 | 4129.49477892441 |
| 2013-05-01 | 4139.74231602406 |
| 2013-06-01 | 4148.77857899422 |
| 2013-07-01 | 4154.08594928549 |
| 2013-08-01 | 4165.19418236523 |
| 2013-09-01 | 4170.17275961463 |
| 2013-10-01 | 4180.69640234150 |
| 2013-11-01 | 4199.15749416973 |
| 2013-12-01 | 4204.97456632438 |
| 2014-01-01 | 4216.90378011200 |
| 2014-02-01 | 4216.84131544130 |
| 2014-03-01 | 4223.80076253940 |
| 2014-04-01 | 4226.25852034690 |
| 2014-05-01 | 4235.23844754287 |
| 2014-06-01 | 4241.43837730521 |
| 2014-07-01 | 4238.73399530169 |
| 2014-08-01 | 4262.65006117130 |
| 2014-09-01 | 4270.45107581197 |
| 2014-10-01 | 4278.61488430888 |
| 2014-11-01 | 4284.60223448276 |
| 2014-12-01 | 4293.47450652025 |
| 2015-01-01 | 4296.31357647387 |
| 2015-02-01 | 4312.10569159994 |
| 2015-03-01 | 4322.43776251734 |
| 2015-04-01 | 4329.41683252820 |
| 2015-05-01 | 4336.06334854951 |
| 2015-06-01 | 4347.74092175416 |
| 2015-07-01 | 4372.71559636990 |
| 2015-08-01 | 4378.58971996540 |
| 2015-09-01 | 4389.67358816396 |
| 2015-10-01 | 4416.44314952834 |
| 2015-11-01 | 4416.57728374385 |
| 2015-12-01 | 4421.50192340987 |
| 2016-01-01 | 4450.11393548215 |
| 2016-02-01 | 4457.68315398879 |
| 2016-03-01 | 4450.62253929680 |
| 2016-04-01 | 4492.87576280858 |
| 2016-05-01 | 4493.86674451269 |
| 2016-06-01 | 4483.30690752284 |
| 2016-07-01 | 4503.79635413194 |
| 2016-08-01 | 4505.44297973718 |
| 2016-09-01 | 4512.40528820492 |
| 2016-10-01 | 4518.64952647647 |
| 2016-11-01 | 4524.83953114000 |
| 2016-12-01 | 4527.74678253071 |
| 2017-01-01 | 4518.51620760717 |
| 2017-02-01 | 4529.55039085932 |
| 2017-03-01 | 4533.67630948430 |
| 2017-04-01 | 4545.26107925882 |
| 2017-05-01 | 4554.43128163024 |
| 2017-06-01 | 4563.59668618996 |
| 2017-07-01 | 4575.69646908818 |
| 2017-08-01 | 4582.31049424780 |
| 2017-09-01 | 4598.83899016646 |
| 2017-10-01 | 4606.58679343903 |
| 2017-11-01 | 4606.27699880988 |
| 2017-12-01 | 4619.46430721428 |
| 2018-01-01 | 4637.22551978588 |
| 2018-02-01 | 4638.50692920780 |
| 2018-03-01 | 4647.93192555020 |
| 2018-04-01 | 4645.32053972815 |
| 2018-05-01 | 4636.36611147198 |
| 2018-06-01 | 4655.16411487131 |
| 2018-07-01 | 4656.48564263402 |
| 2018-08-01 | 4670.37549023402 |
| 2018-09-01 | 4668.24790443479 |
| 2018-10-01 | 4681.68705299197 |
| 2018-11-01 | 4684.22924030815 |
| 2018-12-01 | 4696.81837770174 |
| 2019-01-01 | 4697.90378126591 |
| 2019-02-01 | 4712.45486312103 |
| 2019-03-01 | 4716.20743720504 |
| 2019-04-01 | 4708.07847378377 |
| 2019-05-01 | 4707.19337444082 |
| 2019-06-01 | 4725.06716872996 |
| 2019-07-01 | 4726.14632004973 |
| 2019-08-01 | 4734.86822532094 |
| 2019-09-01 | 4741.93828595181 |
| 2019-10-01 | 4744.35235599061 |
| 2019-11-01 | 4762.49873994858 |
| 2019-12-01 | 4763.93359170127 |
| 2020-01-01 | 4788.18499801188 |
| 2020-02-01 | 4801.60553718402 |
| 2020-03-01 | 4727.53493198583 |
| 2020-04-01 | 3858.12339626859 |
| 2020-05-01 | 3881.60234201211 |
| 2020-06-01 | 4049.04391523109 |
| 2020-07-01 | 4071.51865712058 |
| 2020-08-01 | 4080.16826130615 |
| 2020-09-01 | 4123.79787540443 |
| 2020-10-01 | 4231.43551085430 |
| 2020-11-01 | 4271.65098452167 |
| 2020-12-01 | 4228.92413949410 |
| 2021-01-01 | 4180.85027421931 |
| 2021-02-01 | 4273.32570318816 |
| 2021-03-01 | 4322.74720117185 |
| 2021-04-01 | 4391.04988002857 |
| 2021-05-01 | 4426.14432164447 |
| 2021-06-01 | 4447.39564315163 |
| 2021-07-01 | 4507.22635721343 |
| 2021-08-01 | 4544.73100134734 |
| 2021-09-01 | 4520.73031757887 |
| 2021-10-01 | 4613.11908534785 |
| 2021-11-01 | 4638.05928473722 |
| 2021-12-01 | 4653.95894488035 |
| 2022-01-01 | 4639.62202880662 |
| 2022-02-01 | 4697.57499114805 |
| 2022-03-01 | 4710.77753747390 |
| 2022-04-01 | 4734.66345868325 |
| 2022-05-01 | 4734.28187241424 |
| 2022-06-01 | 4744.56933136304 |
| 2022-07-01 | 4751.69096056532 |
| 2022-08-01 | 4756.24965663998 |
| 2022-09-01 | 4761.02303959787 |
| 2022-10-01 | 4758.28965609646 |
| 2022-11-01 | 4758.15371679955 |
| 2022-12-01 | 4761.39401127970 |
| 2023-01-01 | 4751.77772645140 |
| 2023-02-01 | 4753.35737090822 |
| 2023-03-01 | 4752.82719021306 |
| 2023-04-01 | 4747.11057019806 |
| 2023-05-01 | 4754.77225352599 |
| 2023-06-01 | 4755.99836587706 |
| 2023-07-01 | 4743.75878329981 |
| 2023-08-01 | 4739.37996238531 |
| 2023-09-01 | 4748.01328167442 |
| 2023-10-01 | 4742.87950662743 |
| 2023-11-01 | 4745.65247973622 |
| 2023-12-01 | 4771.07092686853 |
| 2024-01-01 | 4816.33569340640 |
| 2024-02-01 | 4805.28311788511 |
| 2024-03-01 | 4802.20104480730 |
| 2024-04-01 | 4782.11137364491 |
| 2024-05-01 | 4776.36111199306 |
| 2024-06-01 | 4771.73337296377 |
| 2024-07-01 | 4790.48494307912 |
| 2024-08-01 | 4792.99303344347 |
| 2024-09-01 | 4791.38480024105 |
| 2024-10-01 | 4816.04633523897 |
| 2024-11-01 | 4823.82788994658 |
| 2024-12-01 | 4795.08592621397 |
| 2025-01-01 | 4785.47441800085 |
| 2025-02-01 | 4802.88723628051 |
| 2025-03-01 | 4796.17883582002 |
| 2025-04-01 | 4824.82107309081 |
| 2025-05-01 | 4829.31505889929 |
| 2025-06-01 | 4815.74936402298 |
| 2025-07-01 | 4808.99427730411 |
| 2025-08-01 | 4825.69903072511 |
| 2025-09-01 | 4811.36265600475 |
| 2025-10-01 | 4817.55898203364 |
| 2025-11-01 | 4820.20703639723 |
| 2025-12-01 | 4824.97812211037 |
| 2026-01-01 | 4857.95421829116 |
| 2026-02-01 | 4839.47139998345 |
| 2026-03-01 | 4851.24898420600 |
| 2026-04-01 | 4848.68045955889 |