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 2026-05-01 |
| Last Updated | 2026-06-24 10:49 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 | 3442.30217128275 |
| 1990-02-01 | 3450.26160158890 |
| 1990-03-01 | 3449.50594681276 |
| 1990-04-01 | 3448.57817992848 |
| 1990-05-01 | 3443.31326886126 |
| 1990-06-01 | 3437.43854821675 |
| 1990-07-01 | 3415.94374557953 |
| 1990-08-01 | 3417.51992499017 |
| 1990-09-01 | 3409.31295666935 |
| 1990-10-01 | 3413.17886516746 |
| 1990-11-01 | 3409.93479209925 |
| 1990-12-01 | 3412.07518924337 |
| 1991-01-01 | 3393.41532772838 |
| 1991-02-01 | 3383.56433311177 |
| 1991-03-01 | 3374.59752105822 |
| 1991-04-01 | 3376.94019269054 |
| 1991-05-01 | 3369.77116452453 |
| 1991-06-01 | 3363.39947632529 |
| 1991-07-01 | 3359.50909899121 |
| 1991-08-01 | 3357.00167151419 |
| 1991-09-01 | 3353.97906430940 |
| 1991-10-01 | 3351.50702172435 |
| 1991-11-01 | 3342.88421182472 |
| 1991-12-01 | 3336.44007673813 |
| 1992-01-01 | 3273.95927929695 |
| 1992-02-01 | 3263.78029071761 |
| 1992-03-01 | 3268.29539480505 |
| 1992-04-01 | 3267.13179785849 |
| 1992-05-01 | 3263.89952155981 |
| 1992-06-01 | 3253.45839407714 |
| 1992-07-01 | 3258.41738752143 |
| 1992-08-01 | 3249.92868594205 |
| 1992-09-01 | 3245.25777741580 |
| 1992-10-01 | 3254.82961127043 |
| 1992-11-01 | 3249.53005892714 |
| 1992-12-01 | 3248.29178599285 |
| 1993-01-01 | 3252.56318237150 |
| 1993-02-01 | 3245.04190095089 |
| 1993-03-01 | 3232.28811539287 |
| 1993-04-01 | 3220.47055058190 |
| 1993-05-01 | 3216.76447082108 |
| 1993-06-01 | 3224.95894195649 |
| 1993-07-01 | 3228.70629361397 |
| 1993-08-01 | 3228.28821340491 |
| 1993-09-01 | 3233.11985180962 |
| 1993-10-01 | 3214.88149996992 |
| 1993-11-01 | 3205.36979782580 |
| 1993-12-01 | 3222.86415290209 |
| 1994-01-01 | 3213.77742095097 |
| 1994-02-01 | 3225.26311321448 |
| 1994-03-01 | 3233.08827517225 |
| 1994-04-01 | 3236.45165337732 |
| 1994-05-01 | 3233.16884749754 |
| 1994-06-01 | 3233.43276339870 |
| 1994-07-01 | 3236.97387647723 |
| 1994-08-01 | 3242.78176336384 |
| 1994-09-01 | 3252.03511337021 |
| 1994-10-01 | 3250.26768319628 |
| 1994-11-01 | 3259.49653595012 |
| 1994-12-01 | 3265.26736635524 |
| 1995-01-01 | 3273.82474772137 |
| 1995-02-01 | 3293.31364045961 |
| 1995-03-01 | 3285.49055281709 |
| 1995-04-01 | 3280.71504965449 |
| 1995-05-01 | 3292.11219056847 |
| 1995-06-01 | 3299.52451395363 |
| 1995-07-01 | 3285.05398143301 |
| 1995-08-01 | 3302.73081498984 |
| 1995-09-01 | 3321.46150124039 |
| 1995-10-01 | 3313.56291671094 |
| 1995-11-01 | 3325.76686838788 |
| 1995-12-01 | 3334.80889751047 |
| 1996-01-01 | 3324.81253063604 |
| 1996-02-01 | 3337.30537611517 |
| 1996-03-01 | 3346.49813980160 |
| 1996-04-01 | 3353.33625416293 |
| 1996-05-01 | 3364.98587527377 |
| 1996-06-01 | 3367.46980414997 |
| 1996-07-01 | 3370.62610957520 |
| 1996-08-01 | 3381.00121892820 |
| 1996-09-01 | 3383.05728658416 |
| 1996-10-01 | 3392.15426332920 |
| 1996-11-01 | 3403.22964749295 |
| 1996-12-01 | 3403.03950790920 |
| 1997-01-01 | 3418.45412823603 |
| 1997-02-01 | 3424.81444993539 |
| 1997-03-01 | 3438.48838623095 |
| 1997-04-01 | 3455.17194222413 |
| 1997-05-01 | 3459.84927626662 |
| 1997-06-01 | 3471.27891707701 |
| 1997-07-01 | 3477.39864583948 |
| 1997-08-01 | 3483.27421985306 |
| 1997-09-01 | 3480.86568655389 |
| 1997-10-01 | 3511.66934388618 |
| 1997-11-01 | 3509.64776334714 |
| 1997-12-01 | 3525.93762506088 |
| 1998-01-01 | 3544.26885062847 |
| 1998-02-01 | 3551.20091520453 |
| 1998-03-01 | 3558.02299649566 |
| 1998-04-01 | 3568.52256589803 |
| 1998-05-01 | 3583.49286069729 |
| 1998-06-01 | 3593.12106331768 |
| 1998-07-01 | 3598.99198615176 |
| 1998-08-01 | 3608.86456208599 |
| 1998-09-01 | 3616.00916947601 |
| 1998-10-01 | 3618.86993176979 |
| 1998-11-01 | 3627.38614872193 |
| 1998-12-01 | 3629.17830442521 |
| 1999-01-01 | 3627.97797117913 |
| 1999-02-01 | 3639.42426833737 |
| 1999-03-01 | 3638.06417235481 |
| 1999-04-01 | 3649.88622943872 |
| 1999-05-01 | 3659.63887315432 |
| 1999-06-01 | 3658.82325634092 |
| 1999-07-01 | 3680.33396171880 |
| 1999-08-01 | 3676.22021255279 |
| 1999-09-01 | 3686.73239123974 |
| 1999-10-01 | 3698.30026567397 |
| 1999-11-01 | 3704.70789060705 |
| 1999-12-01 | 3715.38469621349 |
| 2000-01-01 | 3711.75407822261 |
| 2000-02-01 | 3720.33016545547 |
| 2000-03-01 | 3727.03525600647 |
| 2000-04-01 | 3735.48183150739 |
| 2000-05-01 | 3735.86053668745 |
| 2000-06-01 | 3748.24654291793 |
| 2000-07-01 | 3762.46419329373 |
| 2000-08-01 | 3773.41533514333 |
| 2000-09-01 | 3780.51433839240 |
| 2000-10-01 | 3783.57211015108 |
| 2000-11-01 | 3791.09634007226 |
| 2000-12-01 | 3793.74097972198 |
| 2001-01-01 | 3821.61917276304 |
| 2001-02-01 | 3821.11937734785 |
| 2001-03-01 | 3831.26812493833 |
| 2001-04-01 | 3811.00376846995 |
| 2001-05-01 | 3802.43462081112 |
| 2001-06-01 | 3805.04564941196 |
| 2001-07-01 | 3795.88245025598 |
| 2001-08-01 | 3793.07220477723 |
| 2001-09-01 | 3790.28250398435 |
| 2001-10-01 | 3787.06717329477 |
| 2001-11-01 | 3778.37271554224 |
| 2001-12-01 | 3778.99959522138 |
| 2002-01-01 | 3779.85017850359 |
| 2002-02-01 | 3778.17803117126 |
| 2002-03-01 | 3792.74497469960 |
| 2002-04-01 | 3796.34728322189 |
| 2002-05-01 | 3803.36902315900 |
| 2002-06-01 | 3807.36695855335 |
| 2002-07-01 | 3806.05624527666 |
| 2002-08-01 | 3811.99057693746 |
| 2002-09-01 | 3815.24563877102 |
| 2002-10-01 | 3821.34008055286 |
| 2002-11-01 | 3829.07903839463 |
| 2002-12-01 | 3824.81055335206 |
| 2003-01-01 | 3824.06223743315 |
| 2003-02-01 | 3826.20240060486 |
| 2003-03-01 | 3828.06560673596 |
| 2003-04-01 | 3831.55681336833 |
| 2003-05-01 | 3839.46448179500 |
| 2003-06-01 | 3837.39036054252 |
| 2003-07-01 | 3845.92598290661 |
| 2003-08-01 | 3856.84225318234 |
| 2003-09-01 | 3851.24386198382 |
| 2003-10-01 | 3873.82060048070 |
| 2003-11-01 | 3867.03617435759 |
| 2003-12-01 | 3869.31773725083 |
| 2004-01-01 | 3882.20367268414 |
| 2004-02-01 | 3888.47234212843 |
| 2004-03-01 | 3893.14983254625 |
| 2004-04-01 | 3899.96455886943 |
| 2004-05-01 | 3912.41783052064 |
| 2004-06-01 | 3905.92977787169 |
| 2004-07-01 | 3927.76139618120 |
| 2004-08-01 | 3920.28775341747 |
| 2004-09-01 | 3911.61559259031 |
| 2004-10-01 | 3937.04177956973 |
| 2004-11-01 | 3949.58738473522 |
| 2004-12-01 | 3943.49641441433 |
| 2005-01-01 | 3950.32049491987 |
| 2005-02-01 | 3951.45736149755 |
| 2005-03-01 | 3957.04936663260 |
| 2005-04-01 | 3970.10680729834 |
| 2005-05-01 | 3971.29654919801 |
| 2005-06-01 | 3980.18865932363 |
| 2005-07-01 | 3989.99085240048 |
| 2005-08-01 | 3997.85580089877 |
| 2005-09-01 | 4010.08069687112 |
| 2005-10-01 | 4016.29470428173 |
| 2005-11-01 | 4029.98240293867 |
| 2005-12-01 | 4039.47638903057 |
| 2006-01-01 | 4048.29289996719 |
| 2006-02-01 | 4060.74549060680 |
| 2006-03-01 | 4065.76256362298 |
| 2006-04-01 | 4065.59852254630 |
| 2006-05-01 | 4073.53196498954 |
| 2006-06-01 | 4084.54303114142 |
| 2006-07-01 | 4081.27933201962 |
| 2006-08-01 | 4089.32359862460 |
| 2006-09-01 | 4092.32336651455 |
| 2006-10-01 | 4097.56616201176 |
| 2006-11-01 | 4100.30749594588 |
| 2006-12-01 | 4109.21624217869 |
| 2007-01-01 | 4115.59460754804 |
| 2007-02-01 | 4123.79191002027 |
| 2007-03-01 | 4131.82969562013 |
| 2007-04-01 | 4112.00725631663 |
| 2007-05-01 | 4118.04617415672 |
| 2007-06-01 | 4123.49442594829 |
| 2007-07-01 | 4133.91743668333 |
| 2007-08-01 | 4131.57388567475 |
| 2007-09-01 | 4130.21408396045 |
| 2007-10-01 | 4123.24040084132 |
| 2007-11-01 | 4130.41540861443 |
| 2007-12-01 | 4138.63005285235 |
| 2008-01-01 | 4110.40012543241 |
| 2008-02-01 | 4119.51379794189 |
| 2008-03-01 | 4120.69389884586 |
| 2008-04-01 | 4120.80188385736 |
| 2008-05-01 | 4118.61035055733 |
| 2008-06-01 | 4111.97863269204 |
| 2008-07-01 | 4108.23108493066 |
| 2008-08-01 | 4090.65627739984 |
| 2008-09-01 | 4078.93417638863 |
| 2008-10-01 | 4057.94937120767 |
| 2008-11-01 | 4028.46759561007 |
| 2008-12-01 | 4007.25430499248 |
| 2009-01-01 | 3968.60693751598 |
| 2009-02-01 | 3944.39230310528 |
| 2009-03-01 | 3925.61433534490 |
| 2009-04-01 | 3886.23951125441 |
| 2009-05-01 | 3882.94178300852 |
| 2009-06-01 | 3868.29069499928 |
| 2009-07-01 | 3844.47875913875 |
| 2009-08-01 | 3832.96406146518 |
| 2009-09-01 | 3833.31900081498 |
| 2009-10-01 | 3836.88353827691 |
| 2009-11-01 | 3831.56180540663 |
| 2009-12-01 | 3832.43350748020 |
| 2010-01-01 | 3837.27321675347 |
| 2010-02-01 | 3833.43698489723 |
| 2010-03-01 | 3833.53991823006 |
| 2010-04-01 | 3849.27254453903 |
| 2010-05-01 | 3853.81137862790 |
| 2010-06-01 | 3861.41946431414 |
| 2010-07-01 | 3861.54720286382 |
| 2010-08-01 | 3869.46247435437 |
| 2010-09-01 | 3869.97556568946 |
| 2010-10-01 | 3881.34698433731 |
| 2010-11-01 | 3881.36682928298 |
| 2010-12-01 | 3889.61951364447 |
| 2011-01-01 | 3899.33321544747 |
| 2011-02-01 | 3908.62770318053 |
| 2011-03-01 | 3906.26394862095 |
| 2011-04-01 | 3897.99547609680 |
| 2011-05-01 | 3898.86792314816 |
| 2011-06-01 | 3900.10309066038 |
| 2011-07-01 | 3918.03880265762 |
| 2011-08-01 | 3921.17854926460 |
| 2011-09-01 | 3932.96502433793 |
| 2011-10-01 | 3928.32839042821 |
| 2011-11-01 | 3936.03333479163 |
| 2011-12-01 | 3947.59794392148 |
| 2012-01-01 | 3961.85802742590 |
| 2012-02-01 | 3977.25775526103 |
| 2012-03-01 | 3993.30889504707 |
| 2012-04-01 | 4019.43898612433 |
| 2012-05-01 | 4035.64854932920 |
| 2012-06-01 | 4047.41222159856 |
| 2012-07-01 | 4052.50620694265 |
| 2012-08-01 | 4062.53961885882 |
| 2012-09-01 | 4067.62223725936 |
| 2012-10-01 | 4077.31779975724 |
| 2012-11-01 | 4099.88742467913 |
| 2012-12-01 | 4108.26084638925 |
| 2013-01-01 | 4090.77008195945 |
| 2013-02-01 | 4106.46924334296 |
| 2013-03-01 | 4112.28899194901 |
| 2013-04-01 | 4129.49470658670 |
| 2013-05-01 | 4139.74230853209 |
| 2013-06-01 | 4148.77813136774 |
| 2013-07-01 | 4154.08510538799 |
| 2013-08-01 | 4165.19389422850 |
| 2013-09-01 | 4170.17244483140 |
| 2013-10-01 | 4180.69589493037 |
| 2013-11-01 | 4199.15708779333 |
| 2013-12-01 | 4204.97574559917 |
| 2014-01-01 | 4216.90600984276 |
| 2014-02-01 | 4216.84109345898 |
| 2014-03-01 | 4223.80112818551 |
| 2014-04-01 | 4226.25837926388 |
| 2014-05-01 | 4235.23848114804 |
| 2014-06-01 | 4241.43752500682 |
| 2014-07-01 | 4238.73269061240 |
| 2014-08-01 | 4262.64948768616 |
| 2014-09-01 | 4270.45038268509 |
| 2014-10-01 | 4278.61391351718 |
| 2014-11-01 | 4284.60156804489 |
| 2014-12-01 | 4293.47650891686 |
| 2015-01-01 | 4296.31739467770 |
| 2015-02-01 | 4312.10607774867 |
| 2015-03-01 | 4322.43880382842 |
| 2015-04-01 | 4329.41655717850 |
| 2015-05-01 | 4336.06338635607 |
| 2015-06-01 | 4347.73870287625 |
| 2015-07-01 | 4372.71320894203 |
| 2015-08-01 | 4378.58805957484 |
| 2015-09-01 | 4389.67177485045 |
| 2015-10-01 | 4416.44135374324 |
| 2015-11-01 | 4416.57652838827 |
| 2015-12-01 | 4421.50530444912 |
| 2016-01-01 | 4450.12047721138 |
| 2016-02-01 | 4457.68670891829 |
| 2016-03-01 | 4450.62567719300 |
| 2016-04-01 | 4492.87551691449 |
| 2016-05-01 | 4493.86542867405 |
| 2016-06-01 | 4483.30166965236 |
| 2016-07-01 | 4503.79109315733 |
| 2016-08-01 | 4505.43906526332 |
| 2016-09-01 | 4512.40125566037 |
| 2016-10-01 | 4518.64619924399 |
| 2016-11-01 | 4524.83873124739 |
| 2016-12-01 | 4527.75198162393 |
| 2017-01-01 | 4518.52696338678 |
| 2017-02-01 | 4529.56149223160 |
| 2017-03-01 | 4533.69122608372 |
| 2017-04-01 | 4545.25357658593 |
| 2017-05-01 | 4554.42674932963 |
| 2017-06-01 | 4563.58420013530 |
| 2017-07-01 | 4575.68733115891 |
| 2017-08-01 | 4582.30151533185 |
| 2017-09-01 | 4598.83499499694 |
| 2017-10-01 | 4606.58267927933 |
| 2017-11-01 | 4606.27795309402 |
| 2017-12-01 | 4619.46758302689 |
| 2018-01-01 | 4637.24387866743 |
| 2018-02-01 | 4638.52710993931 |
| 2018-03-01 | 4647.96594388544 |
| 2018-04-01 | 4645.30198011613 |
| 2018-05-01 | 4636.35603436591 |
| 2018-06-01 | 4655.14234605447 |
| 2018-07-01 | 4656.47112730428 |
| 2018-08-01 | 4670.35885325646 |
| 2018-09-01 | 4668.25055868815 |
| 2018-10-01 | 4681.68016511449 |
| 2018-11-01 | 4684.23042368808 |
| 2018-12-01 | 4696.81827876132 |
| 2019-01-01 | 4697.93065149337 |
| 2019-02-01 | 4712.48320687390 |
| 2019-03-01 | 4716.26110122775 |
| 2019-04-01 | 4708.05010978839 |
| 2019-05-01 | 4707.18049229128 |
| 2019-06-01 | 4725.03964809958 |
| 2019-07-01 | 4726.12929752587 |
| 2019-08-01 | 4734.84421105505 |
| 2019-09-01 | 4741.94533979728 |
| 2019-10-01 | 4744.33781330583 |
| 2019-11-01 | 4762.49284604895 |
| 2019-12-01 | 4763.92427061049 |
| 2020-01-01 | 4788.21965777758 |
| 2020-02-01 | 4801.64432989812 |
| 2020-03-01 | 4727.60716801258 |
| 2020-04-01 | 3858.10384203674 |
| 2020-05-01 | 3881.59380838767 |
| 2020-06-01 | 4049.02209673736 |
| 2020-07-01 | 4071.50506683385 |
| 2020-08-01 | 4080.14386748224 |
| 2020-09-01 | 4123.79978548816 |
| 2020-10-01 | 4231.40169662069 |
| 2020-11-01 | 4271.61595584317 |
| 2020-12-01 | 4228.90379261581 |
| 2021-01-01 | 4180.89248298304 |
| 2021-02-01 | 4273.38276307845 |
| 2021-03-01 | 4322.84323564029 |
| 2021-04-01 | 4391.04979675915 |
| 2021-05-01 | 4426.14119007858 |
| 2021-06-01 | 4447.36494058747 |
| 2021-07-01 | 4507.22620039172 |
| 2021-08-01 | 4544.73039809389 |
| 2021-09-01 | 4520.66291986246 |
| 2021-10-01 | 4613.03679175546 |
| 2021-11-01 | 4637.98283304868 |
| 2021-12-01 | 4653.92657006718 |
| 2022-01-01 | 4639.63908646967 |
| 2022-02-01 | 4697.61504763623 |
| 2022-03-01 | 4711.16268555036 |
| 2022-04-01 | 4734.66389770646 |
| 2022-05-01 | 4734.22561327463 |
| 2022-06-01 | 4744.47212079106 |
| 2022-07-01 | 4751.66186396341 |
| 2022-08-01 | 4756.43580370445 |
| 2022-09-01 | 4760.78313451713 |
| 2022-10-01 | 4758.10914221182 |
| 2022-11-01 | 4758.01940552779 |
| 2022-12-01 | 4761.34870030314 |
| 2023-01-01 | 4751.75512783652 |
| 2023-02-01 | 4753.45298657330 |
| 2023-03-01 | 4753.64619178644 |
| 2023-04-01 | 4747.00107379054 |
| 2023-05-01 | 4754.65545721879 |
| 2023-06-01 | 4755.84533207810 |
| 2023-07-01 | 4743.63733212847 |
| 2023-08-01 | 4739.73623526515 |
| 2023-09-01 | 4747.60622134563 |
| 2023-10-01 | 4742.59183846931 |
| 2023-11-01 | 4745.46911169915 |
| 2023-12-01 | 4771.03643073754 |
| 2024-01-01 | 4816.30215791690 |
| 2024-02-01 | 4805.48328276974 |
| 2024-03-01 | 4803.55177311174 |
| 2024-04-01 | 4782.01394054885 |
| 2024-05-01 | 4775.82053067731 |
| 2024-06-01 | 4771.53032588487 |
| 2024-07-01 | 4790.24448347408 |
| 2024-08-01 | 4793.55515706474 |
| 2024-09-01 | 4790.84585489484 |
| 2024-10-01 | 4815.66811601102 |
| 2024-11-01 | 4823.60301743148 |
| 2024-12-01 | 4795.06434592453 |
| 2025-01-01 | 4785.47316618390 |
| 2025-02-01 | 4803.26303476776 |
| 2025-03-01 | 4797.92731750737 |
| 2025-04-01 | 4824.75535314679 |
| 2025-05-01 | 4828.28709024185 |
| 2025-06-01 | 4815.53482404112 |
| 2025-07-01 | 4808.65494649550 |
| 2025-08-01 | 4826.35317342200 |
| 2025-09-01 | 4810.76296051908 |
| 2025-10-01 | 4817.14012776934 |
| 2025-11-01 | 4819.99261938632 |
| 2025-12-01 | 4825.01356960830 |
| 2026-01-01 | 4858.01268829551 |
| 2026-02-01 | 4839.98112826709 |
| 2026-03-01 | 4853.41001923277 |
| 2026-04-01 | 4853.87980932416 |
| 2026-05-01 | 4853.46768062891 |