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 2026-06-01 |
| Last Updated | 2026-07-22 10:40 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 | 3442.26738464591 |
| 1990-02-01 | 3450.23391954378 |
| 1990-03-01 | 3449.48494367693 |
| 1990-04-01 | 3448.56340768129 |
| 1990-05-01 | 3443.30427696338 |
| 1990-06-01 | 3437.43608610478 |
| 1990-07-01 | 3415.94749887254 |
| 1990-08-01 | 3417.52676283536 |
| 1990-09-01 | 3409.32444856223 |
| 1990-10-01 | 3413.19364206702 |
| 1990-11-01 | 3409.95465689943 |
| 1990-12-01 | 3412.12195583294 |
| 1991-01-01 | 3393.38339379005 |
| 1991-02-01 | 3383.53841564795 |
| 1991-03-01 | 3374.57766150464 |
| 1991-04-01 | 3376.92628066114 |
| 1991-05-01 | 3369.76280696155 |
| 1991-06-01 | 3363.39735921907 |
| 1991-07-01 | 3359.51249088368 |
| 1991-08-01 | 3357.00772069757 |
| 1991-09-01 | 3353.98920584108 |
| 1991-10-01 | 3351.51950060243 |
| 1991-11-01 | 3342.90125868573 |
| 1991-12-01 | 3336.48266306275 |
| 1992-01-01 | 3273.93329023792 |
| 1992-02-01 | 3263.75758716372 |
| 1992-03-01 | 3268.27832919079 |
| 1992-04-01 | 3267.11981889973 |
| 1992-05-01 | 3263.89232279863 |
| 1992-06-01 | 3253.45664975889 |
| 1992-07-01 | 3258.42021732170 |
| 1992-08-01 | 3249.93337497799 |
| 1992-09-01 | 3245.26635667084 |
| 1992-10-01 | 3254.83866511969 |
| 1992-11-01 | 3249.54383962695 |
| 1992-12-01 | 3248.32739593180 |
| 1993-01-01 | 3252.54158516520 |
| 1993-02-01 | 3245.02283330244 |
| 1993-03-01 | 3232.27495845475 |
| 1993-04-01 | 3220.46128811198 |
| 1993-05-01 | 3216.75883978610 |
| 1993-06-01 | 3224.95792746688 |
| 1993-07-01 | 3228.70881835575 |
| 1993-08-01 | 3228.29145633409 |
| 1993-09-01 | 3233.12698164082 |
| 1993-10-01 | 3214.88748935390 |
| 1993-11-01 | 3205.37937594560 |
| 1993-12-01 | 3222.88885781021 |
| 1994-01-01 | 3213.76372877993 |
| 1994-02-01 | 3225.24908031417 |
| 1994-03-01 | 3233.07918417784 |
| 1994-04-01 | 3236.44512220733 |
| 1994-05-01 | 3233.16494784974 |
| 1994-06-01 | 3233.43217352775 |
| 1994-07-01 | 3236.97584695553 |
| 1994-08-01 | 3242.78360813715 |
| 1994-09-01 | 3252.04098849432 |
| 1994-10-01 | 3250.27059581174 |
| 1994-11-01 | 3259.50209404571 |
| 1994-12-01 | 3265.28378652751 |
| 1995-01-01 | 3273.81624480440 |
| 1995-02-01 | 3293.30410972618 |
| 1995-03-01 | 3285.48505758397 |
| 1995-04-01 | 3280.71105310909 |
| 1995-05-01 | 3292.10978355050 |
| 1995-06-01 | 3299.52427961707 |
| 1995-07-01 | 3285.05562255713 |
| 1995-08-01 | 3302.73169699071 |
| 1995-09-01 | 3321.46607618662 |
| 1995-10-01 | 3313.56419021578 |
| 1995-11-01 | 3325.76891658581 |
| 1995-12-01 | 3334.81690057948 |
| 1996-01-01 | 3324.80960022779 |
| 1996-02-01 | 3337.29971430925 |
| 1996-03-01 | 3346.49531883512 |
| 1996-04-01 | 3353.33410826480 |
| 1996-05-01 | 3364.98460854474 |
| 1996-06-01 | 3367.46948999681 |
| 1996-07-01 | 3370.62725786113 |
| 1996-08-01 | 3381.00135692390 |
| 1996-09-01 | 3383.06081708704 |
| 1996-10-01 | 3392.15459803237 |
| 1996-11-01 | 3403.23027085997 |
| 1996-12-01 | 3403.04346947412 |
| 1997-01-01 | 3418.45221059941 |
| 1997-02-01 | 3424.81135012081 |
| 1997-03-01 | 3438.48723496467 |
| 1997-04-01 | 3455.17101560164 |
| 1997-05-01 | 3459.84869796027 |
| 1997-06-01 | 3471.27879625881 |
| 1997-07-01 | 3477.39948542945 |
| 1997-08-01 | 3483.27416785662 |
| 1997-09-01 | 3480.86797289651 |
| 1997-10-01 | 3511.66979335989 |
| 1997-11-01 | 3509.64801062124 |
| 1997-12-01 | 3525.93791428933 |
| 1998-01-01 | 3544.26813111309 |
| 1998-02-01 | 3551.19965120212 |
| 1998-03-01 | 3558.02257256383 |
| 1998-04-01 | 3568.52221382526 |
| 1998-05-01 | 3583.49270996751 |
| 1998-06-01 | 3593.12105120171 |
| 1998-07-01 | 3598.99247226093 |
| 1998-08-01 | 3608.86450767388 |
| 1998-09-01 | 3616.01052623767 |
| 1998-10-01 | 3618.87028092292 |
| 1998-11-01 | 3627.38607230053 |
| 1998-12-01 | 3629.17814556003 |
| 1999-01-01 | 3627.97728245105 |
| 1999-02-01 | 3639.42394878924 |
| 1999-03-01 | 3638.06388106371 |
| 1999-04-01 | 3649.88610426356 |
| 1999-05-01 | 3659.63889232992 |
| 1999-06-01 | 3658.82336412056 |
| 1999-07-01 | 3680.33422630666 |
| 1999-08-01 | 3676.22033087772 |
| 1999-09-01 | 3686.73277819874 |
| 1999-10-01 | 3698.30057508135 |
| 1999-11-01 | 3704.70778713753 |
| 1999-12-01 | 3715.38446758393 |
| 2000-01-01 | 3711.75379486077 |
| 2000-02-01 | 3720.32999158076 |
| 2000-03-01 | 3727.03514796321 |
| 2000-04-01 | 3735.48182036920 |
| 2000-05-01 | 3735.86058207497 |
| 2000-06-01 | 3748.24659803166 |
| 2000-07-01 | 3762.46436738711 |
| 2000-08-01 | 3773.41534133970 |
| 2000-09-01 | 3780.51448566806 |
| 2000-10-01 | 3783.57223990132 |
| 2000-11-01 | 3791.09628704809 |
| 2000-12-01 | 3793.74086997717 |
| 2001-01-01 | 3821.61903353655 |
| 2001-02-01 | 3821.11931933530 |
| 2001-03-01 | 3831.26808350189 |
| 2001-04-01 | 3811.00376765259 |
| 2001-05-01 | 3802.43464700368 |
| 2001-06-01 | 3805.04567258101 |
| 2001-07-01 | 3795.88256102791 |
| 2001-08-01 | 3793.07221582762 |
| 2001-09-01 | 3790.28252125655 |
| 2001-10-01 | 3787.06719115151 |
| 2001-11-01 | 3778.37272033601 |
| 2001-12-01 | 3778.99955571142 |
| 2002-01-01 | 3779.85010079874 |
| 2002-02-01 | 3778.17801962682 |
| 2002-03-01 | 3792.74495935909 |
| 2002-04-01 | 3796.34728315996 |
| 2002-05-01 | 3803.36903869857 |
| 2002-06-01 | 3807.36697442633 |
| 2002-07-01 | 3806.05630411500 |
| 2002-08-01 | 3811.99058119148 |
| 2002-09-01 | 3815.24563932804 |
| 2002-10-01 | 3821.34008243842 |
| 2002-11-01 | 3829.07903652994 |
| 2002-12-01 | 3824.81053124166 |
| 2003-01-01 | 3824.06219322048 |
| 2003-02-01 | 3826.20240127109 |
| 2003-03-01 | 3828.06560235751 |
| 2003-04-01 | 3831.55681915110 |
| 2003-05-01 | 3839.46449825883 |
| 2003-06-01 | 3837.39037401961 |
| 2003-07-01 | 3845.92599459082 |
| 2003-08-01 | 3856.84225988603 |
| 2003-09-01 | 3851.24385936518 |
| 2003-10-01 | 3873.82059728206 |
| 2003-11-01 | 3867.03617063200 |
| 2003-12-01 | 3869.31772956741 |
| 2004-01-01 | 3882.20365213263 |
| 2004-02-01 | 3888.47234446233 |
| 2004-03-01 | 3893.14983314283 |
| 2004-04-01 | 3899.96456424608 |
| 2004-05-01 | 3912.41783654715 |
| 2004-06-01 | 3905.92978386225 |
| 2004-07-01 | 3927.76140027699 |
| 2004-08-01 | 3920.28775511882 |
| 2004-09-01 | 3911.61558921812 |
| 2004-10-01 | 3937.04177833449 |
| 2004-11-01 | 3949.58738216314 |
| 2004-12-01 | 3943.49641124781 |
| 2005-01-01 | 3950.32049203914 |
| 2005-02-01 | 3951.45736029362 |
| 2005-03-01 | 3957.04936769545 |
| 2005-04-01 | 3970.10680963035 |
| 2005-05-01 | 3971.29655150214 |
| 2005-06-01 | 3980.18866094977 |
| 2005-07-01 | 3989.99085335192 |
| 2005-08-01 | 3997.85580108623 |
| 2005-09-01 | 4010.08069425964 |
| 2005-10-01 | 4016.29470389497 |
| 2005-11-01 | 4029.98240229770 |
| 2005-12-01 | 4039.47638817697 |
| 2006-01-01 | 4048.29289967884 |
| 2006-02-01 | 4060.74549095833 |
| 2006-03-01 | 4065.76256476709 |
| 2006-04-01 | 4065.59852359480 |
| 2006-05-01 | 4073.53196589986 |
| 2006-06-01 | 4084.54303006877 |
| 2006-07-01 | 4081.27933240481 |
| 2006-08-01 | 4089.32359886728 |
| 2006-09-01 | 4092.32336514717 |
| 2006-10-01 | 4097.56616150182 |
| 2006-11-01 | 4100.30749560111 |
| 2006-12-01 | 4109.21624135718 |
| 2007-01-01 | 4115.59460685496 |
| 2007-02-01 | 4123.79190895753 |
| 2007-03-01 | 4131.82970054158 |
| 2007-04-01 | 4112.00725569556 |
| 2007-05-01 | 4118.04617490746 |
| 2007-06-01 | 4123.49442444255 |
| 2007-07-01 | 4133.91743949251 |
| 2007-08-01 | 4131.57388840028 |
| 2007-09-01 | 4130.21408422219 |
| 2007-10-01 | 4123.24039770158 |
| 2007-11-01 | 4130.41540424036 |
| 2007-12-01 | 4138.63004850970 |
| 2008-01-01 | 4110.40012331792 |
| 2008-02-01 | 4119.51379310331 |
| 2008-03-01 | 4120.69390978890 |
| 2008-04-01 | 4120.80188357909 |
| 2008-05-01 | 4118.61035340352 |
| 2008-06-01 | 4111.97863390408 |
| 2008-07-01 | 4108.23109487445 |
| 2008-08-01 | 4090.65628695057 |
| 2008-09-01 | 4078.93417712316 |
| 2008-10-01 | 4057.94936053475 |
| 2008-11-01 | 4028.46757983905 |
| 2008-12-01 | 4007.25429143982 |
| 2009-01-01 | 3968.60693232374 |
| 2009-02-01 | 3944.39229723481 |
| 2009-03-01 | 3925.61435432490 |
| 2009-04-01 | 3886.23951158833 |
| 2009-05-01 | 3882.94178988523 |
| 2009-06-01 | 3868.29070768095 |
| 2009-07-01 | 3844.47877874634 |
| 2009-08-01 | 3832.96407748205 |
| 2009-09-01 | 3833.31901028019 |
| 2009-10-01 | 3836.88353945270 |
| 2009-11-01 | 3831.56170197458 |
| 2009-12-01 | 3832.43345194027 |
| 2010-01-01 | 3837.27325893014 |
| 2010-02-01 | 3833.43699222842 |
| 2010-03-01 | 3833.53996838760 |
| 2010-04-01 | 3849.27258670382 |
| 2010-05-01 | 3853.81141836634 |
| 2010-06-01 | 3861.41948913404 |
| 2010-07-01 | 3861.54720892793 |
| 2010-08-01 | 3869.46245311646 |
| 2010-09-01 | 3869.97551109076 |
| 2010-10-01 | 3881.34692304683 |
| 2010-11-01 | 3881.36659136482 |
| 2010-12-01 | 3889.61942130270 |
| 2011-01-01 | 3899.33337938339 |
| 2011-02-01 | 3908.62784828353 |
| 2011-03-01 | 3906.26416733005 |
| 2011-04-01 | 3897.99565277098 |
| 2011-05-01 | 3898.86800366945 |
| 2011-06-01 | 3900.10305662394 |
| 2011-07-01 | 3918.03869264661 |
| 2011-08-01 | 3921.17834954188 |
| 2011-09-01 | 3932.96476132354 |
| 2011-10-01 | 3928.32815880099 |
| 2011-11-01 | 3936.03291495229 |
| 2011-12-01 | 3947.59784062492 |
| 2012-01-01 | 3961.85847712555 |
| 2012-02-01 | 3977.25829512210 |
| 2012-03-01 | 3993.30945948213 |
| 2012-04-01 | 4019.43942558923 |
| 2012-05-01 | 4035.64882212868 |
| 2012-06-01 | 4047.41234446278 |
| 2012-07-01 | 4052.50490868783 |
| 2012-08-01 | 4062.53940040469 |
| 2012-09-01 | 4067.62194744409 |
| 2012-10-01 | 4077.31696736695 |
| 2012-11-01 | 4099.88657167390 |
| 2012-12-01 | 4108.26021172825 |
| 2013-01-01 | 4090.77257661452 |
| 2013-02-01 | 4106.46911062310 |
| 2013-03-01 | 4112.29037490990 |
| 2013-04-01 | 4129.49638512325 |
| 2013-05-01 | 4139.74262788568 |
| 2013-06-01 | 4148.77775518125 |
| 2013-07-01 | 4154.08257912977 |
| 2013-08-01 | 4165.19356756410 |
| 2013-09-01 | 4170.17192801620 |
| 2013-10-01 | 4180.69436160786 |
| 2013-11-01 | 4199.15580826986 |
| 2013-12-01 | 4204.97456596036 |
| 2014-01-01 | 4216.91061731847 |
| 2014-02-01 | 4216.84023780199 |
| 2014-03-01 | 4223.80351166720 |
| 2014-04-01 | 4226.26167999889 |
| 2014-05-01 | 4235.23927460265 |
| 2014-06-01 | 4241.43696263361 |
| 2014-07-01 | 4238.72886214605 |
| 2014-08-01 | 4262.64862563807 |
| 2014-09-01 | 4270.44890474605 |
| 2014-10-01 | 4278.61076781276 |
| 2014-11-01 | 4284.59879730138 |
| 2014-12-01 | 4293.47391225401 |
| 2015-01-01 | 4296.32539544689 |
| 2015-02-01 | 4312.10583246067 |
| 2015-03-01 | 4322.44368795944 |
| 2015-04-01 | 4329.42171170312 |
| 2015-05-01 | 4336.07132332592 |
| 2015-06-01 | 4347.73453459115 |
| 2015-07-01 | 4372.70567155297 |
| 2015-08-01 | 4378.58369937471 |
| 2015-09-01 | 4389.66693941462 |
| 2015-10-01 | 4416.43491966012 |
| 2015-11-01 | 4416.57108234628 |
| 2015-12-01 | 4421.50176702632 |
| 2016-01-01 | 4450.13178024453 |
| 2016-02-01 | 4457.69249377283 |
| 2016-03-01 | 4450.63887713185 |
| 2016-04-01 | 4492.88717711858 |
| 2016-05-01 | 4493.87957902673 |
| 2016-06-01 | 4483.29215114992 |
| 2016-07-01 | 4503.77477475469 |
| 2016-08-01 | 4505.42657484430 |
| 2016-09-01 | 4512.39035015218 |
| 2016-10-01 | 4518.63522493867 |
| 2016-11-01 | 4524.82824017917 |
| 2016-12-01 | 4527.74547185658 |
| 2017-01-01 | 4518.54284349604 |
| 2017-02-01 | 4529.57760511849 |
| 2017-03-01 | 4533.72355836948 |
| 2017-04-01 | 4545.27787005958 |
| 2017-05-01 | 4554.46933124712 |
| 2017-06-01 | 4563.54020142812 |
| 2017-07-01 | 4575.65135331889 |
| 2017-08-01 | 4582.27610444847 |
| 2017-09-01 | 4598.81881882336 |
| 2017-10-01 | 4606.57005338290 |
| 2017-11-01 | 4606.27180501509 |
| 2017-12-01 | 4619.45237147064 |
| 2018-01-01 | 4637.26167874264 |
| 2018-02-01 | 4638.54825724762 |
| 2018-03-01 | 4648.04149861465 |
| 2018-04-01 | 4645.33851683309 |
| 2018-05-01 | 4636.41855374342 |
| 2018-06-01 | 4655.05952593138 |
| 2018-07-01 | 4656.41173155881 |
| 2018-08-01 | 4670.31353053066 |
| 2018-09-01 | 4668.24789142179 |
| 2018-10-01 | 4681.66223721809 |
| 2018-11-01 | 4684.22841221803 |
| 2018-12-01 | 4696.79681556525 |
| 2019-01-01 | 4697.93968973036 |
| 2019-02-01 | 4712.51281927393 |
| 2019-03-01 | 4716.38208194542 |
| 2019-04-01 | 4708.09668723816 |
| 2019-05-01 | 4707.26078376413 |
| 2019-06-01 | 4724.91205559333 |
| 2019-07-01 | 4726.04458392252 |
| 2019-08-01 | 4734.78211338050 |
| 2019-09-01 | 4741.96255567155 |
| 2019-10-01 | 4744.32167937038 |
| 2019-11-01 | 4762.50664707789 |
| 2019-12-01 | 4763.90885234701 |
| 2020-01-01 | 4788.22142641364 |
| 2020-02-01 | 4801.67392396332 |
| 2020-03-01 | 4727.74561523863 |
| 2020-04-01 | 3858.12747402631 |
| 2020-05-01 | 3881.63608276346 |
| 2020-06-01 | 4048.90907513486 |
| 2020-07-01 | 4071.44364115955 |
| 2020-08-01 | 4080.10260430772 |
| 2020-09-01 | 4123.84115152111 |
| 2020-10-01 | 4231.38387399788 |
| 2020-11-01 | 4271.62804432493 |
| 2020-12-01 | 4228.85343910690 |
| 2021-01-01 | 4180.90220033668 |
| 2021-02-01 | 4273.41461021617 |
| 2021-03-01 | 4322.95452094644 |
| 2021-04-01 | 4391.07068095771 |
| 2021-05-01 | 4426.22504159277 |
| 2021-06-01 | 4447.16489774567 |
| 2021-07-01 | 4507.23678835009 |
| 2021-08-01 | 4544.72516119358 |
| 2021-09-01 | 4520.85690707419 |
| 2021-10-01 | 4612.80816982055 |
| 2021-11-01 | 4637.95968339192 |
| 2021-12-01 | 4653.74657412303 |
| 2022-01-01 | 4639.82778906113 |
| 2022-02-01 | 4697.66020858888 |
| 2022-03-01 | 4711.12092531463 |
| 2022-04-01 | 4734.73134730442 |
| 2022-05-01 | 4734.43523187419 |
| 2022-06-01 | 4744.09126113418 |
| 2022-07-01 | 4752.00073386222 |
| 2022-08-01 | 4756.66937104220 |
| 2022-09-01 | 4760.95080136587 |
| 2022-10-01 | 4757.50841255936 |
| 2022-11-01 | 4757.81598501495 |
| 2022-12-01 | 4760.92900265791 |
| 2023-01-01 | 4752.13567829537 |
| 2023-02-01 | 4753.49948271444 |
| 2023-03-01 | 4753.44981478992 |
| 2023-04-01 | 4747.30690546093 |
| 2023-05-01 | 4755.53667979497 |
| 2023-06-01 | 4754.91324613455 |
| 2023-07-01 | 4744.28181982298 |
| 2023-08-01 | 4740.39464993085 |
| 2023-09-01 | 4747.50012631221 |
| 2023-10-01 | 4741.49791774302 |
| 2023-11-01 | 4745.03318612430 |
| 2023-12-01 | 4770.29660075638 |
| 2024-01-01 | 4816.85298493459 |
| 2024-02-01 | 4805.55475511789 |
| 2024-03-01 | 4803.24221886587 |
| 2024-04-01 | 4782.74570590679 |
| 2024-05-01 | 4777.77598714729 |
| 2024-06-01 | 4769.69815091083 |
| 2024-07-01 | 4791.20660620997 |
| 2024-08-01 | 4794.72227379881 |
| 2024-09-01 | 4790.23689591365 |
| 2024-10-01 | 4814.13338708019 |
| 2024-11-01 | 4822.90461545262 |
| 2024-12-01 | 4793.98530021868 |
| 2025-01-01 | 4786.04868372983 |
| 2025-02-01 | 4803.35105592226 |
| 2025-03-01 | 4797.63791265676 |
| 2025-04-01 | 4825.98943846689 |
| 2025-05-01 | 4831.56204703586 |
| 2025-06-01 | 4812.71835228970 |
| 2025-07-01 | 4809.72843842646 |
| 2025-08-01 | 4827.90425415785 |
| 2025-09-01 | 4809.75145892940 |
| 2025-10-01 | 4815.18997698791 |
| 2025-11-01 | 4819.11742445674 |
| 2025-12-01 | 4823.66165879798 |
| 2026-01-01 | 4858.67373041337 |
| 2026-02-01 | 4840.13842897839 |
| 2026-03-01 | 4853.15854667906 |
| 2026-04-01 | 4855.56489260295 |
| 2026-05-01 | 4856.17763886294 |
| 2026-06-01 | 4885.02528154145 |