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Table Data - All Employees: Service-Providing in Los Angeles-Long Beach-Anaheim, CA (MSA)

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

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 2024-05-01
Last Updated 2024-06-26 5:44 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 4104.0362991020900
1990-02-01 4114.0230696964700
1990-03-01 4116.6101098762500
1990-04-01 4118.4462886037700
1990-05-01 4119.4083626203700
1990-06-01 4112.1085884965505
1990-07-01 4093.1681805611797
1990-08-01 4088.1058554772103
1990-09-01 4072.6872843904707
1990-10-01 4084.6959737447296
1990-11-01 4081.4421588550000
1990-12-01 4077.7979785546795
1991-01-01 4064.5775220423400
1991-02-01 4053.8060921309498
1991-03-01 4047.2376262676294
1991-04-01 4050.1058465068300
1991-05-01 4042.1719244996200
1991-06-01 4035.8162540113794
1991-07-01 4032.9128841125103
1991-08-01 4029.3653232696000
1991-09-01 4024.6178009552295
1991-10-01 4026.1765920095295
1991-11-01 4018.0653362522900
1991-12-01 4008.2544775416600
1992-01-01 3949.2499596308794
1992-02-01 3939.7337497344300
1992-03-01 3942.2493592518103
1992-04-01 3940.2469119187895
1992-05-01 3934.3668253203900
1992-06-01 3923.3894220975603
1992-07-01 3929.0430563272800
1992-08-01 3918.3961845449703
1992-09-01 3911.6886488411296
1992-10-01 3924.4622073030896
1992-11-01 3917.1704540200103
1992-12-01 3912.3388484639204
1993-01-01 3917.2381954511700
1993-02-01 3908.5497352342104
1993-03-01 3894.2013087225896
1993-04-01 3882.1346646123798
1993-05-01 3878.0456584860500
1993-06-01 3887.3534588183200
1993-07-01 3892.1251044995597
1993-08-01 3891.8761007863600
1993-09-01 3892.9060133700605
1993-10-01 3874.2539406246500
1993-11-01 3867.0016661714003
1993-12-01 3883.1889059282203
1994-01-01 3874.9650921395100
1994-02-01 3887.4547864042897
1994-03-01 3896.6359090274500
1994-04-01 3898.9483123366294
1994-05-01 3896.3854041877294
1994-06-01 3897.1927478200605
1994-07-01 3899.7970294222900
1994-08-01 3905.7818969794102
1994-09-01 3915.4274303176203
1994-10-01 3913.7054925332500
1994-11-01 3923.5393885510500
1994-12-01 3931.1650072045000
1995-01-01 3940.4295406679300
1995-02-01 3960.8065574196003
1995-03-01 3950.9516787649500
1995-04-01 3946.1468767703100
1995-05-01 3956.9483672469300
1995-06-01 3963.2491836872205
1995-07-01 3950.8172551978496
1995-08-01 3966.9837454474396
1995-09-01 3985.0250940091496
1995-10-01 3976.3981554339002
1995-11-01 3986.5503531704903
1995-12-01 3995.9355060158900
1996-01-01 3981.8908334467897
1996-02-01 3999.4079637525200
1996-03-01 4005.7393481678900
1996-04-01 4013.4663564169800
1996-05-01 4026.4304023804207
1996-06-01 4028.6382852300800
1996-07-01 4034.4248064620897
1996-08-01 4044.3912988798797
1996-09-01 4053.5641259662100
1996-10-01 4058.5269691228996
1996-11-01 4070.5837412541705
1996-12-01 4069.2371410999200
1997-01-01 4084.3852084890100
1997-02-01 4094.6158732848903
1997-03-01 4107.6089286305800
1997-04-01 4122.0089769454900
1997-05-01 4127.3704029710500
1997-06-01 4139.2093915180790
1997-07-01 4145.7856049535400
1997-08-01 4152.6821901601300
1997-09-01 4157.4718664227900
1997-10-01 4181.1575430086500
1997-11-01 4181.4640902704205
1997-12-01 4196.3945075066700
1998-01-01 4216.7754668847790
1998-02-01 4220.4777181757110
1998-03-01 4231.4030488176000
1998-04-01 4241.9463816830600
1998-05-01 4257.5912253292000
1998-06-01 4268.3272817550605
1998-07-01 4278.9914513838100
1998-08-01 4287.2754032744000
1998-09-01 4295.3111196212890
1998-10-01 4299.9125794781800
1998-11-01 4311.8101526803490
1998-12-01 4317.6072180651400
1999-01-01 4319.9144353463500
1999-02-01 4334.4200971983100
1999-03-01 4334.6491232064100
1999-04-01 4355.0602394895595
1999-05-01 4357.9315841201400
1999-06-01 4354.0089194740500
1999-07-01 4391.5295612426000
1999-08-01 4381.5697983619390
1999-09-01 4384.1035710985400
1999-10-01 4407.3664624183500
1999-11-01 4418.0704880872210
1999-12-01 4432.0280554249500
2000-01-01 4432.7649677597900
2000-02-01 4445.8170142910700
2000-03-01 4453.9456297761400
2000-04-01 4462.7291235139790
2000-05-01 4478.7881366469900
2000-06-01 4466.8961995108700
2000-07-01 4489.9149035174205
2000-08-01 4500.9210554589600
2000-09-01 4511.5302556013700
2000-10-01 4509.8318132637105
2000-11-01 4521.2207542580600
2000-12-01 4524.8362567226795
2001-01-01 4563.9327194491600
2001-02-01 4566.4103121577000
2001-03-01 4579.5978226701100
2001-04-01 4558.8017403592100
2001-05-01 4547.8730253317000
2001-06-01 4554.2257100875500
2001-07-01 4542.4477184946600
2001-08-01 4545.8676067954900
2001-09-01 4540.9637945312000
2001-10-01 4541.0473566072500
2001-11-01 4530.1073015158400
2001-12-01 4534.7890793738900
2002-01-01 4540.7773405711105
2002-02-01 4538.5808055000900
2002-03-01 4556.0768252188000
2002-04-01 4558.3787700129900
2002-05-01 4564.5363174456000
2002-06-01 4567.5492254647600
2002-07-01 4564.0368203114290
2002-08-01 4571.7467062197500
2002-09-01 4577.1986883141800
2002-10-01 4584.3284042746700
2002-11-01 4591.5788420663100
2002-12-01 4586.9633943394100
2003-01-01 4587.5370713277800
2003-02-01 4588.9372588615400
2003-03-01 4590.2402182919600
2003-04-01 4589.1618520892800
2003-05-01 4593.4121745150800
2003-06-01 4592.5887996694900
2003-07-01 4605.9816367417900
2003-08-01 4610.2284039948100
2003-09-01 4595.4391147540000
2003-10-01 4618.4277566826295
2003-11-01 4610.4693666257300
2003-12-01 4611.3323892247100
2004-01-01 4628.8600580322710
2004-02-01 4631.7225740795790
2004-03-01 4635.4984632604500
2004-04-01 4642.8244535419300
2004-05-01 4654.2419400817210
2004-06-01 4647.5814181081800
2004-07-01 4670.2610687849390
2004-08-01 4657.4032955733500
2004-09-01 4648.7069886003290
2004-10-01 4674.4183160657390
2004-11-01 4687.7434971638500
2004-12-01 4679.9418306287700
2005-01-01 4687.6167671994800
2005-02-01 4691.1081175971990
2005-03-01 4693.9048583934400
2005-04-01 4707.2684928673500
2005-05-01 4708.3216760690900
2005-06-01 4719.4276369054000
2005-07-01 4728.5087916162300
2005-08-01 4740.5109887283900
2005-09-01 4749.2986437758790
2005-10-01 4754.9701582314700
2005-11-01 4770.6954373803790
2005-12-01 4781.0886465730600
2006-01-01 4788.7801077617605
2006-02-01 4802.9374705583600
2006-03-01 4806.2494424419000
2006-04-01 4809.1616033926600
2006-05-01 4815.6168760074800
2006-06-01 4829.0527441063800
2006-07-01 4829.7684553207100
2006-08-01 4838.9158123889790
2006-09-01 4842.7915822990500
2006-10-01 4848.0573079399800
2006-11-01 4851.4995269614400
2006-12-01 4861.0836493839210
2007-01-01 4866.2174985706500
2007-02-01 4874.5010512484900
2007-03-01 4880.5054946991100
2007-04-01 4863.8513982523900
2007-05-01 4867.1816921899100
2007-06-01 4874.9070761818100
2007-07-01 4891.1163523274800
2007-08-01 4890.8884404578200
2007-09-01 4891.9424275615400
2007-10-01 4882.7240420507400
2007-11-01 4890.6371668395200
2007-12-01 4900.6952109176000
2008-01-01 4871.8351545065400
2008-02-01 4882.9788641097600
2008-03-01 4879.9558698328290
2008-04-01 4885.2418056568600
2008-05-01 4881.1269340102710
2008-06-01 4874.2770049768900
2008-07-01 4874.3320243989000
2008-08-01 4860.7233780820900
2008-09-01 4848.3775847907200
2008-10-01 4824.1915491457890
2008-11-01 4793.6934482117895
2008-12-01 4771.4512526123600
2009-01-01 4734.4919240994200
2009-02-01 4707.7832560963900
2009-03-01 4685.7260417224300
2009-04-01 4651.3360969449700
2009-05-01 4640.4377048316100
2009-06-01 4625.2942192708100
2009-07-01 4598.9196402331300
2009-08-01 4579.5711623931100
2009-09-01 4567.6535437078290
2009-10-01 4582.6437093284990
2009-11-01 4571.6434389341200
2009-12-01 4572.1040044855700
2010-01-01 4576.6787822940205
2010-02-01 4569.5881773636500
2010-03-01 4566.4511137642600
2010-04-01 4593.0539230094200
2010-05-01 4606.5321432369700
2010-06-01 4600.4081619498200
2010-07-01 4591.6986314858800
2010-08-01 4589.9477393646990
2010-09-01 4587.4615304689505
2010-10-01 4606.3731333178490
2010-11-01 4603.9305411444100
2010-12-01 4611.6890420198300
2011-01-01 4622.2956281346710
2011-02-01 4628.3449734734395
2011-03-01 4624.8636807492700
2011-04-01 4617.3795254892000
2011-05-01 4615.2335683832700
2011-06-01 4616.9818705982500
2011-07-01 4628.4270187468900
2011-08-01 4627.6915872608010
2011-09-01 4642.5584904633900
2011-10-01 4641.3570461034005
2011-11-01 4648.3025033396400
2011-12-01 4657.5028604975800
2012-01-01 4669.3847007444100
2012-02-01 4687.6298310315900
2012-03-01 4702.0377780641000
2012-04-01 4727.1465096396300
2012-05-01 4742.6614448106200
2012-06-01 4753.8552541156705
2012-07-01 4755.7958622314900
2012-08-01 4766.4630375789900
2012-09-01 4772.1006741599895
2012-10-01 4777.3751222372790
2012-11-01 4797.1675344205400
2012-12-01 4806.1939910281110
2013-01-01 4787.1354084500000
2013-02-01 4805.7774024867600
2013-03-01 4811.2689029442300
2013-04-01 4826.0939803335200
2013-05-01 4836.2283597788300
2013-06-01 4847.0912302142800
2013-07-01 4853.3994625789700
2013-08-01 4873.3028457388790
2013-09-01 4872.4430560381900
2013-10-01 4882.0278167930200
2013-11-01 4898.9589102391500
2013-12-01 4906.1909788328990
2014-01-01 4917.1531960845000
2014-02-01 4915.9390569805200
2014-03-01 4926.6825816794400
2014-04-01 4930.4025926603210
2014-05-01 4942.3600504754600
2014-06-01 4946.9915869205000
2014-07-01 4943.1887860871790
2014-08-01 4978.3137232159010
2014-09-01 4985.5041874688395
2014-10-01 4993.1419168416300
2014-11-01 4998.8097355376600
2014-12-01 5009.2756055814210
2015-01-01 5013.2013876359210
2015-02-01 5031.1165287310605
2015-03-01 5041.2413543541710
2015-04-01 5051.5869491005200
2015-05-01 5054.2091282589800
2015-06-01 5071.1928518487500
2015-07-01 5099.9656266589290
2015-08-01 5106.4361598628490
2015-09-01 5119.3496860919800
2015-10-01 5149.3662226761600
2015-11-01 5146.7114518972700
2015-12-01 5153.4645024445400
2016-01-01 5180.6719313406500
2016-02-01 5190.5634790388300
2016-03-01 5183.5947682299000
2016-04-01 5225.7050099062000
2016-05-01 5229.2184133241600
2016-06-01 5211.1738133605295
2016-07-01 5241.3100087513200
2016-08-01 5243.7236996473200
2016-09-01 5253.3467549430200
2016-10-01 5261.1311947794600
2016-11-01 5265.7673248214705
2016-12-01 5270.9028931148905
2017-01-01 5261.0902202490600
2017-02-01 5272.6798500600200
2017-03-01 5278.2964504910110
2017-04-01 5287.5360932741900
2017-05-01 5303.2449254256610
2017-06-01 5310.8847654369100
2017-07-01 5320.8939165940200
2017-08-01 5328.2816704951290
2017-09-01 5345.5006443019800
2017-10-01 5355.7230114253710
2017-11-01 5356.6158065424400
2017-12-01 5369.4193356720300
2018-01-01 5384.6970393901400
2018-02-01 5388.0669985120200
2018-03-01 5396.0917260058600
2018-04-01 5392.2392037104210
2018-05-01 5389.0754205051700
2018-06-01 5405.1869652687800
2018-07-01 5407.8435100322995
2018-08-01 5425.0260341875900
2018-09-01 5423.3146769474700
2018-10-01 5435.1817594097100
2018-11-01 5439.2364319988700
2018-12-01 5454.7139517841400
2019-01-01 5449.7916645164600
2019-02-01 5466.2890296358400
2019-03-01 5470.0689133714700
2019-04-01 5457.8753693227100
2019-05-01 5463.3071013334200
2019-06-01 5475.7968716004600
2019-07-01 5472.3726704646900
2019-08-01 5481.5786760083790
2019-09-01 5490.8518451641700
2019-10-01 5488.0928765366210
2019-11-01 5508.7521924075900
2019-12-01 5509.9418878321900
2020-01-01 5546.2550290639000
2020-02-01 5560.2122002307500
2020-03-01 5486.6364334097100
2020-04-01 4590.8482765108100
2020-05-01 4600.7038498852100
2020-06-01 4758.5340654277300
2020-07-01 4780.5483849257110
2020-08-01 4794.8010518731700
2020-09-01 4848.0558324526000
2020-10-01 4944.4505305228700
2020-11-01 4979.9729295093890
2020-12-01 4936.2179244183400
2021-01-01 4885.0881391317300
2021-02-01 4975.0747326357205
2021-03-01 5025.5231691446600
2021-04-01 5093.0353648155300
2021-05-01 5138.1236062054700
2021-06-01 5152.1872446886300
2021-07-01 5229.4565082449700
2021-08-01 5276.2109648857100
2021-09-01 5252.2369488803010
2021-10-01 5340.8487245404900
2021-11-01 5365.6690978107790
2021-12-01 5379.4211973952510
2022-01-01 5364.9012967963000
2022-02-01 5423.4745306113500
2022-03-01 5437.0623662688895
2022-04-01 5454.8336095891800
2022-05-01 5458.9365100223200
2022-06-01 5464.6213359774390
2022-07-01 5485.8900779439000
2022-08-01 5492.2307243400500
2022-09-01 5495.7146481509710
2022-10-01 5488.9651577366900
2022-11-01 5495.1804213499000
2022-12-01 5497.0080496567610
2023-01-01 5490.3725517110000
2023-02-01 5491.3861989295200
2023-03-01 5492.5045988416605
2023-04-01 5485.9509469189210
2023-05-01 5500.0116333080705
2023-06-01 5496.1493544382300
2023-07-01 5482.4331070918400
2023-08-01 5483.0865108545095
2023-09-01 5484.7582919840100
2023-10-01 5495.9256278043895
2023-11-01 5494.6625771089100
2023-12-01 5507.6247728234700
2024-01-01 5519.8591603072900
2024-02-01 5527.9572770766890
2024-03-01 5541.3836939891510
2024-04-01 5548.3463900056995
2024-05-01 5550.9542038220110

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