Table Data - All Employees: Service-Providing in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Service-Providing in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310800700000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 9:53 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 | 4103.8971064319 |
| 1990-02-01 | 4113.9651338898 |
| 1990-03-01 | 4116.5095999188 |
| 1990-04-01 | 4118.3198882900 |
| 1990-05-01 | 4119.4116165229 |
| 1990-06-01 | 4112.0282109643 |
| 1990-07-01 | 4093.1085399920 |
| 1990-08-01 | 4088.0212748602 |
| 1990-09-01 | 4072.8941778259 |
| 1990-10-01 | 4084.6520914195 |
| 1990-11-01 | 4081.7921772157 |
| 1990-12-01 | 4077.7085581298 |
| 1991-01-01 | 4064.3447356468 |
| 1991-02-01 | 4053.6567046053 |
| 1991-03-01 | 4047.0554201092 |
| 1991-04-01 | 4050.0737410834 |
| 1991-05-01 | 4042.1723277856 |
| 1991-06-01 | 4035.8371915551 |
| 1991-07-01 | 4032.9639452995 |
| 1991-08-01 | 4029.3825859168 |
| 1991-09-01 | 4024.6887060134 |
| 1991-10-01 | 4026.2161889007 |
| 1991-11-01 | 4018.2415583108 |
| 1991-12-01 | 4008.2285184786 |
| 1992-01-01 | 3949.2483909856 |
| 1992-02-01 | 3939.6031413968 |
| 1992-03-01 | 3942.2834664156 |
| 1992-04-01 | 3940.2308909695 |
| 1992-05-01 | 3934.4633704024 |
| 1992-06-01 | 3923.4847977237 |
| 1992-07-01 | 3929.0164995340 |
| 1992-08-01 | 3918.4224286279 |
| 1992-09-01 | 3911.7886972787 |
| 1992-10-01 | 3924.5868142610 |
| 1992-11-01 | 3917.3933823869 |
| 1992-12-01 | 3912.2872875306 |
| 1993-01-01 | 3917.0109496058 |
| 1993-02-01 | 3908.4615937957 |
| 1993-03-01 | 3894.1744895736 |
| 1993-04-01 | 3882.0565729946 |
| 1993-05-01 | 3878.0759685274 |
| 1993-06-01 | 3887.2336235070 |
| 1993-07-01 | 3892.1239206314 |
| 1993-08-01 | 3891.7972958684 |
| 1993-09-01 | 3893.0748745361 |
| 1993-10-01 | 3874.3776271829 |
| 1993-11-01 | 3867.2999288419 |
| 1993-12-01 | 3883.1805514695 |
| 1994-01-01 | 3874.8197648426 |
| 1994-02-01 | 3887.3890916239 |
| 1994-03-01 | 3896.4161399736 |
| 1994-04-01 | 3899.1015755738 |
| 1994-05-01 | 3896.5730394033 |
| 1994-06-01 | 3897.0604912039 |
| 1994-07-01 | 3899.7247330843 |
| 1994-08-01 | 3905.8099533865 |
| 1994-09-01 | 3915.3461566095 |
| 1994-10-01 | 3913.7942407219 |
| 1994-11-01 | 3923.9283162353 |
| 1994-12-01 | 3931.2927649637 |
| 1995-01-01 | 3940.1067447742 |
| 1995-02-01 | 3960.7264064451 |
| 1995-03-01 | 3950.8961365904 |
| 1995-04-01 | 3946.0894932016 |
| 1995-05-01 | 3956.6830349811 |
| 1995-06-01 | 3963.4635210162 |
| 1995-07-01 | 3951.0033081814 |
| 1995-08-01 | 3966.9434155328 |
| 1995-09-01 | 3984.9928234200 |
| 1995-10-01 | 3976.6496056039 |
| 1995-11-01 | 3986.8014564319 |
| 1995-12-01 | 3996.2452035128 |
| 1996-01-01 | 3981.4424276677 |
| 1996-02-01 | 3999.1545114376 |
| 1996-03-01 | 4005.3788440421 |
| 1996-04-01 | 4013.1919051632 |
| 1996-05-01 | 4026.1958830152 |
| 1996-06-01 | 4029.4598844854 |
| 1996-07-01 | 4034.5906396495 |
| 1996-08-01 | 4044.5991035291 |
| 1996-09-01 | 4053.6432287249 |
| 1996-10-01 | 4059.2371350887 |
| 1996-11-01 | 4070.8420798774 |
| 1996-12-01 | 4069.3995558641 |
| 1997-01-01 | 4083.5540367797 |
| 1997-02-01 | 4093.7762337678 |
| 1997-03-01 | 4106.8989084403 |
| 1997-04-01 | 4121.4134266245 |
| 1997-05-01 | 4126.9124306411 |
| 1997-06-01 | 4141.0199865667 |
| 1997-07-01 | 4145.7585674174 |
| 1997-08-01 | 4152.8553946371 |
| 1997-09-01 | 4157.9624648332 |
| 1997-10-01 | 4182.2877505973 |
| 1997-11-01 | 4182.3996760331 |
| 1997-12-01 | 4196.8897771375 |
| 1998-01-01 | 4214.9696696369 |
| 1998-02-01 | 4219.0678248188 |
| 1998-03-01 | 4230.1613834877 |
| 1998-04-01 | 4240.7406918496 |
| 1998-05-01 | 4256.9965219361 |
| 1998-06-01 | 4271.5958171232 |
| 1998-07-01 | 4278.6691859794 |
| 1998-08-01 | 4287.4083959441 |
| 1998-09-01 | 4296.0660944153 |
| 1998-10-01 | 4301.6404738748 |
| 1998-11-01 | 4313.7925244494 |
| 1998-12-01 | 4318.2537566696 |
| 1999-01-01 | 4316.9820569675 |
| 1999-02-01 | 4332.1525289817 |
| 1999-03-01 | 4332.4305652431 |
| 1999-04-01 | 4353.1259524851 |
| 1999-05-01 | 4357.3634227372 |
| 1999-06-01 | 4358.1078546727 |
| 1999-07-01 | 4391.2611095005 |
| 1999-08-01 | 4381.9563601875 |
| 1999-09-01 | 4384.9607468555 |
| 1999-10-01 | 4409.4969703607 |
| 1999-11-01 | 4420.8764597150 |
| 1999-12-01 | 4433.3477494053 |
| 2000-01-01 | 4428.8830631005 |
| 2000-02-01 | 4442.9229522450 |
| 2000-03-01 | 4451.0280762757 |
| 2000-04-01 | 4460.6480661065 |
| 2000-05-01 | 4478.2875005202 |
| 2000-06-01 | 4471.1903910900 |
| 2000-07-01 | 4489.8771218007 |
| 2000-08-01 | 4501.4420791047 |
| 2000-09-01 | 4512.8731026761 |
| 2000-10-01 | 4512.0550469116 |
| 2000-11-01 | 4524.2064064352 |
| 2000-12-01 | 4526.3022359563 |
| 2001-01-01 | 4559.9989745566 |
| 2001-02-01 | 4563.1980260230 |
| 2001-03-01 | 4576.5291826835 |
| 2001-04-01 | 4556.8603811251 |
| 2001-05-01 | 4547.5871666466 |
| 2001-06-01 | 4558.2111463538 |
| 2001-07-01 | 4542.6638083135 |
| 2001-08-01 | 4546.6553881510 |
| 2001-09-01 | 4542.2974895772 |
| 2001-10-01 | 4542.5261794980 |
| 2001-11-01 | 4532.7816133151 |
| 2001-12-01 | 4536.1310250732 |
| 2002-01-01 | 4536.8874498648 |
| 2002-02-01 | 4535.7988158124 |
| 2002-03-01 | 4553.4016411799 |
| 2002-04-01 | 4556.8198281360 |
| 2002-05-01 | 4564.4346748019 |
| 2002-06-01 | 4570.3185948405 |
| 2002-07-01 | 4564.5021861732 |
| 2002-08-01 | 4572.2909916584 |
| 2002-09-01 | 4578.4294388325 |
| 2002-10-01 | 4585.5386979910 |
| 2002-11-01 | 4593.5741429665 |
| 2002-12-01 | 4588.0573595085 |
| 2003-01-01 | 4584.7884273846 |
| 2003-02-01 | 4586.8163318653 |
| 2003-03-01 | 4588.4679607675 |
| 2003-04-01 | 4588.2647411255 |
| 2003-05-01 | 4593.3480858374 |
| 2003-06-01 | 4594.0877536513 |
| 2003-07-01 | 4606.5347205320 |
| 2003-08-01 | 4610.9278388591 |
| 2003-09-01 | 4596.5874697036 |
| 2003-10-01 | 4618.7874923063 |
| 2003-11-01 | 4611.7208975666 |
| 2003-12-01 | 4612.0974991119 |
| 2004-01-01 | 4627.4299824980 |
| 2004-02-01 | 4630.6934604564 |
| 2004-03-01 | 4634.3909707989 |
| 2004-04-01 | 4642.3751576693 |
| 2004-05-01 | 4654.0827494656 |
| 2004-06-01 | 4648.2937489439 |
| 2004-07-01 | 4670.7285650303 |
| 2004-08-01 | 4657.8983625316 |
| 2004-09-01 | 4649.4490776130 |
| 2004-10-01 | 4674.3814482344 |
| 2004-11-01 | 4688.0935872310 |
| 2004-12-01 | 4680.0797368181 |
| 2005-01-01 | 4687.3349237464 |
| 2005-02-01 | 4690.6506670668 |
| 2005-03-01 | 4693.6114697607 |
| 2005-04-01 | 4707.0171929321 |
| 2005-05-01 | 4708.0933656650 |
| 2005-06-01 | 4719.9975997445 |
| 2005-07-01 | 4728.8696897045 |
| 2005-08-01 | 4740.5613380841 |
| 2005-09-01 | 4749.6257953404 |
| 2005-10-01 | 4754.7853993856 |
| 2005-11-01 | 4770.8628991970 |
| 2005-12-01 | 4781.2343257447 |
| 2006-01-01 | 4788.6470807433 |
| 2006-02-01 | 4802.6730847950 |
| 2006-03-01 | 4806.0684541155 |
| 2006-04-01 | 4808.9701391421 |
| 2006-05-01 | 4815.5370279688 |
| 2006-06-01 | 4829.3035206455 |
| 2006-07-01 | 4829.7834360095 |
| 2006-08-01 | 4838.7726821541 |
| 2006-09-01 | 4842.9023278336 |
| 2006-10-01 | 4847.9316507219 |
| 2006-11-01 | 4851.5769259690 |
| 2006-12-01 | 4861.1551321162 |
| 2007-01-01 | 4866.1920056749 |
| 2007-02-01 | 4874.5053922125 |
| 2007-03-01 | 4880.5465011955 |
| 2007-04-01 | 4863.6426751456 |
| 2007-05-01 | 4867.0423837687 |
| 2007-06-01 | 4875.0853844020 |
| 2007-07-01 | 4891.1862288786 |
| 2007-08-01 | 4890.8261682519 |
| 2007-09-01 | 4892.0093407224 |
| 2007-10-01 | 4882.7584277962 |
| 2007-11-01 | 4890.6927312144 |
| 2007-12-01 | 4900.6958779117 |
| 2008-01-01 | 4871.9524613103 |
| 2008-02-01 | 4882.9249155968 |
| 2008-03-01 | 4879.9167411973 |
| 2008-04-01 | 4885.1742987400 |
| 2008-05-01 | 4881.1480396100 |
| 2008-06-01 | 4874.2238947264 |
| 2008-07-01 | 4874.3081451246 |
| 2008-08-01 | 4860.8571221668 |
| 2008-09-01 | 4848.3949140907 |
| 2008-10-01 | 4824.1806936429 |
| 2008-11-01 | 4793.7197300039 |
| 2008-12-01 | 4771.5687972435 |
| 2009-01-01 | 4734.4033396638 |
| 2009-02-01 | 4707.8273875774 |
| 2009-03-01 | 4685.7084352271 |
| 2009-04-01 | 4651.3069598028 |
| 2009-05-01 | 4640.3549982367 |
| 2009-06-01 | 4625.2278188814 |
| 2009-07-01 | 4599.0117946421 |
| 2009-08-01 | 4579.6540399923 |
| 2009-09-01 | 4567.3617004257 |
| 2009-10-01 | 4582.6514148929 |
| 2009-11-01 | 4571.6623236222 |
| 2009-12-01 | 4572.0421525721 |
| 2010-01-01 | 4576.7825178370 |
| 2010-02-01 | 4569.6152908432 |
| 2010-03-01 | 4566.4348232466 |
| 2010-04-01 | 4593.0469316441 |
| 2010-05-01 | 4606.5546703678 |
| 2010-06-01 | 4600.5411643481 |
| 2010-07-01 | 4591.8134956935 |
| 2010-08-01 | 4589.9958947640 |
| 2010-09-01 | 4587.2721996008 |
| 2010-10-01 | 4606.3900606312 |
| 2010-11-01 | 4603.9333527127 |
| 2010-12-01 | 4611.7566728011 |
| 2011-01-01 | 4622.2774627585 |
| 2011-02-01 | 4628.3486424950 |
| 2011-03-01 | 4624.8408703235 |
| 2011-04-01 | 4617.2719095892 |
| 2011-05-01 | 4615.2588078075 |
| 2011-06-01 | 4616.9391408793 |
| 2011-07-01 | 4628.3641438357 |
| 2011-08-01 | 4627.8365388244 |
| 2011-09-01 | 4642.5815964949 |
| 2011-10-01 | 4641.3668125573 |
| 2011-11-01 | 4648.2894344367 |
| 2011-12-01 | 4657.5904949411 |
| 2012-01-01 | 4669.4472012658 |
| 2012-02-01 | 4687.6050815529 |
| 2012-03-01 | 4702.0105888323 |
| 2012-04-01 | 4727.1196926756 |
| 2012-05-01 | 4742.5832179074 |
| 2012-06-01 | 4753.8488837634 |
| 2012-07-01 | 4755.8644911587 |
| 2012-08-01 | 4766.4081025767 |
| 2012-09-01 | 4772.0440943607 |
| 2012-10-01 | 4777.4752048722 |
| 2012-11-01 | 4797.2427832416 |
| 2012-12-01 | 4806.2837501264 |
| 2013-01-01 | 4786.9785615117 |
| 2013-02-01 | 4805.6234955396 |
| 2013-03-01 | 4811.2413763880 |
| 2013-04-01 | 4826.1445829109 |
| 2013-05-01 | 4836.2434634840 |
| 2013-06-01 | 4847.0255432151 |
| 2013-07-01 | 4853.2835935779 |
| 2013-08-01 | 4873.1609094308 |
| 2013-09-01 | 4872.4151102522 |
| 2013-10-01 | 4881.9106664873 |
| 2013-11-01 | 4899.0244990625 |
| 2013-12-01 | 4906.1741675897 |
| 2014-01-01 | 4917.1950800411 |
| 2014-02-01 | 4916.1517061069 |
| 2014-03-01 | 4926.7612595577 |
| 2014-04-01 | 4930.4394426614 |
| 2014-05-01 | 4942.2668333383 |
| 2014-06-01 | 4946.8481473157 |
| 2014-07-01 | 4943.2998610730 |
| 2014-08-01 | 4978.3865580563 |
| 2014-09-01 | 4985.5022036909 |
| 2014-10-01 | 4993.2264427644 |
| 2014-11-01 | 4998.7616057155 |
| 2014-12-01 | 5009.4209984419 |
| 2015-01-01 | 5013.3325820697 |
| 2015-02-01 | 5031.0842549247 |
| 2015-03-01 | 5041.2294045812 |
| 2015-04-01 | 5051.5427048809 |
| 2015-05-01 | 5054.2404296488 |
| 2015-06-01 | 5071.2756781475 |
| 2015-07-01 | 5099.9984090502 |
| 2015-08-01 | 5106.5225814243 |
| 2015-09-01 | 5119.3576934552 |
| 2015-10-01 | 5149.4367971787 |
| 2015-11-01 | 5146.6326073774 |
| 2015-12-01 | 5153.3372608275 |
| 2016-01-01 | 5180.5669714905 |
| 2016-02-01 | 5190.4753101304 |
| 2016-03-01 | 5183.5159608094 |
| 2016-04-01 | 5225.6405483032 |
| 2016-05-01 | 5229.4337722939 |
| 2016-06-01 | 5211.4263777291 |
| 2016-07-01 | 5241.3730448703 |
| 2016-08-01 | 5243.6741278506 |
| 2016-09-01 | 5253.2229930755 |
| 2016-10-01 | 5261.1047325599 |
| 2016-11-01 | 5265.7242682711 |
| 2016-12-01 | 5270.2778587098 |
| 2017-01-01 | 5260.9165240632 |
| 2017-02-01 | 5272.6894884068 |
| 2017-03-01 | 5278.2413719937 |
| 2017-04-01 | 5287.8403703286 |
| 2017-05-01 | 5303.5019240573 |
| 2017-06-01 | 5311.3125276670 |
| 2017-07-01 | 5321.2343306739 |
| 2017-08-01 | 5327.8193333954 |
| 2017-09-01 | 5345.3486058069 |
| 2017-10-01 | 5355.7427758771 |
| 2017-11-01 | 5356.6547047418 |
| 2017-12-01 | 5368.3545285266 |
| 2018-01-01 | 5384.7062810357 |
| 2018-02-01 | 5388.0951889194 |
| 2018-03-01 | 5396.1264436129 |
| 2018-04-01 | 5392.5451686803 |
| 2018-05-01 | 5389.7165269319 |
| 2018-06-01 | 5406.2148256577 |
| 2018-07-01 | 5408.4733058048 |
| 2018-08-01 | 5423.9745283890 |
| 2018-09-01 | 5422.6935630712 |
| 2018-10-01 | 5435.4377191170 |
| 2018-11-01 | 5439.3173740454 |
| 2018-12-01 | 5452.9127355942 |
| 2019-01-01 | 5449.6236637428 |
| 2019-02-01 | 5466.6443672272 |
| 2019-03-01 | 5470.0466743748 |
| 2019-04-01 | 5458.8540553783 |
| 2019-05-01 | 5464.0771109092 |
| 2019-06-01 | 5477.2140831850 |
| 2019-07-01 | 5473.4723792468 |
| 2019-08-01 | 5479.3654163230 |
| 2019-09-01 | 5489.4762797567 |
| 2019-10-01 | 5488.2374924361 |
| 2019-11-01 | 5508.7393350515 |
| 2019-12-01 | 5507.4805086366 |
| 2020-01-01 | 5545.9333492670 |
| 2020-02-01 | 5560.3238703504 |
| 2020-03-01 | 5486.8282123532 |
| 2020-04-01 | 4592.3724196568 |
| 2020-05-01 | 4601.9682958278 |
| 2020-06-01 | 4760.8117122842 |
| 2020-07-01 | 4781.4408120258 |
| 2020-08-01 | 4792.5924182424 |
| 2020-09-01 | 4845.9388435322 |
| 2020-10-01 | 4944.7953408106 |
| 2020-11-01 | 4979.3076545542 |
| 2020-12-01 | 4933.9218351962 |
| 2021-01-01 | 4884.0175182325 |
| 2021-02-01 | 4975.5267427137 |
| 2021-03-01 | 5025.4687724583 |
| 2021-04-01 | 5095.3304576631 |
| 2021-05-01 | 5140.4204303936 |
| 2021-06-01 | 5156.5136354318 |
| 2021-07-01 | 5230.0931355852 |
| 2021-08-01 | 5273.3247734693 |
| 2021-09-01 | 5249.3548736773 |
| 2021-10-01 | 5340.2578383743 |
| 2021-11-01 | 5363.9545365375 |
| 2021-12-01 | 5377.6870539489 |
| 2022-01-01 | 5363.5392381900 |
| 2022-02-01 | 5422.6045789488 |
| 2022-03-01 | 5436.2104645596 |
| 2022-04-01 | 5456.4651616956 |
| 2022-05-01 | 5460.2924762825 |
| 2022-06-01 | 5470.7075159726 |
| 2022-07-01 | 5485.0989536064 |
| 2022-08-01 | 5487.2426964886 |
| 2022-09-01 | 5491.3777110470 |
| 2022-10-01 | 5486.4706905850 |
| 2022-11-01 | 5492.0323609352 |
| 2022-12-01 | 5495.8229463462 |
| 2023-01-01 | 5486.8722892116 |
| 2023-02-01 | 5489.5044449421 |
| 2023-03-01 | 5489.4502581027 |
| 2023-04-01 | 5480.0699097797 |
| 2023-05-01 | 5497.0630178511 |
| 2023-06-01 | 5500.5077279665 |
| 2023-07-01 | 5488.1930518471 |
| 2023-08-01 | 5485.1438479159 |
| 2023-09-01 | 5496.6066662565 |
| 2023-10-01 | 5487.1934686539 |
| 2023-11-01 | 5495.0078991316 |
| 2023-12-01 | 5525.7119062356 |
| 2024-01-01 | 5573.9614497301 |
| 2024-02-01 | 5564.2144220669 |
| 2024-03-01 | 5564.8825626743 |
| 2024-04-01 | 5545.1775805441 |
| 2024-05-01 | 5540.7204441089 |
| 2024-06-01 | 5529.6038284273 |
| 2024-07-01 | 5552.5096033158 |
| 2024-08-01 | 5552.0912676890 |
| 2024-09-01 | 5563.2792426019 |
| 2024-10-01 | 5588.5236549466 |
| 2024-11-01 | 5593.6297953110 |
| 2024-12-01 | 5567.8611365831 |
| 2025-01-01 | 5560.8690445930 |
| 2025-02-01 | 5573.9053089287 |
| 2025-03-01 | 5571.6125743701 |
| 2025-04-01 | 5596.3621083654 |
| 2025-05-01 | 5598.5915082554 |
| 2025-06-01 | 5579.2420764309 |
| 2025-07-01 | 5572.6431074619 |
| 2025-08-01 | 5579.3857211790 |
| 2025-09-01 | 5568.4953960873 |
| 2025-10-01 | 5568.3303745294 |
| 2025-11-01 | 5566.7028478716 |
| 2025-12-01 | 5574.9634548915 |
| 2026-01-01 | 5606.0754435382 |
| 2026-02-01 | 5590.5673042370 |
| 2026-03-01 | 5603.2783979781 |
| 2026-04-01 | 5601.8889533720 |
| 2026-05-01 | 5600.0552039507 |
| 2026-06-01 | 5636.8726910298 |
| 2026-07-01 | 5615.9718339273 |
| 2026-08-01 | 5618.0923713998 |
| 2026-09-01 | 5606.0093474915 |