NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-04-01 Last Updated: 2024-05-18 5:26 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU06310800700000001). 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 4104.0371926027000 1990-02-01 4114.0237792329300 1990-03-01 4116.6106564795400 1990-04-01 4118.4466776218105 1990-05-01 4119.4085973962700 1990-06-01 4112.1085904576890 1990-07-01 4093.1680519584497 1990-08-01 4088.1055618448900 1990-09-01 4072.6875204041900 1990-10-01 4084.6956738064600 1990-11-01 4081.4414287722902 1990-12-01 4077.7965622137103 1991-01-01 4064.5783471881896 1991-02-01 4053.8067603465900 1991-03-01 4047.2381466660795 1991-04-01 4050.1062175985400 1991-05-01 4042.1721453720897 1991-06-01 4035.8162551370290 1991-07-01 4032.9127667813395 1991-08-01 4029.3650646618703 1991-09-01 4024.6180238408797 1991-10-01 4026.1763458808205 1991-11-01 4018.0646831572703 1991-12-01 4008.2531799235300 1992-01-01 3949.2506336537394 1992-02-01 3939.7343390926003 1992-03-01 3942.2498058104600 1992-04-01 3940.2472563353900 1992-05-01 3934.3670131184100 1992-06-01 3923.3894235748903 1992-07-01 3929.0429636045200 1992-08-01 3918.3960047815704 1992-09-01 3911.6887684667300 1992-10-01 3924.4620691680298 1992-11-01 3917.1699060021706 1992-12-01 3912.3377598261300 1993-01-01 3917.2387468973400 1993-02-01 3908.5502328051098 1993-03-01 3894.2016502889705 1993-04-01 3882.1349577153100 1993-05-01 3878.0458029402100 1993-06-01 3887.3534488182600 1993-07-01 3892.1250292406800 1993-08-01 3891.8759904659796 1993-09-01 3892.9060430668605 1993-10-01 3874.2538983143604 1993-11-01 3867.0012622758704 1993-12-01 3883.1881296629500 1994-01-01 3874.9654220793800 1994-02-01 3887.4551559144898 1994-03-01 3896.6361419076700 1994-04-01 3898.9485529844396 1994-05-01 3896.3855014370397 1994-06-01 3897.1927387343603 1994-07-01 3899.7969724612000 1994-08-01 3905.7818427259400 1994-09-01 3915.4274020913103 1994-10-01 3913.7055261043700 1994-11-01 3923.5391202299700 1994-12-01 3931.1644765383100 1995-01-01 3940.4297192740796 1995-02-01 3960.8068148222997 1995-03-01 3950.9518205143895 1995-04-01 3946.1470519147997 1995-05-01 3956.9484273439202 1995-06-01 3963.2491729292400 1995-07-01 3950.8172027156000 1995-08-01 3966.9837096349797 1995-09-01 3985.0250799371100 1995-10-01 3976.3982022376294 1995-11-01 3986.5502257660900 1995-12-01 3995.9352236432600 1996-01-01 3981.8908521598296 1996-02-01 3999.4081111732794 1996-03-01 4005.7394104432000 1996-04-01 4013.4664860803996 1996-05-01 4026.4304241281798 1996-06-01 4028.6382778591900 1996-07-01 4034.4247650034100 1996-08-01 4044.3912915176200 1996-09-01 4053.5641010123400 1996-10-01 4058.5270372261207 1996-11-01 4070.5837170157500 1996-12-01 4069.2369975077600 1997-01-01 4084.3851878802793 1997-02-01 4094.6159338017600 1997-03-01 4107.6089286443890 1997-04-01 4122.0090496033200 1997-05-01 4127.3703954188595 1997-06-01 4139.2093677404900 1997-07-01 4145.7855702690600 1997-08-01 4152.6822069434200 1997-09-01 4157.4718177704300 1997-10-01 4181.1576514598100 1997-11-01 4181.4641720547300 1997-12-01 4196.3945653514000 1998-01-01 4216.7753346430600 1998-02-01 4220.4776717412900 1998-03-01 4231.4029917572900 1998-04-01 4241.9464023396995 1998-05-01 4257.5911892139290 1998-06-01 4268.3272498252600 1998-07-01 4278.9914227170600 1998-08-01 4287.2754466673905 1998-09-01 4295.3110682968200 1998-10-01 4299.9127501784300 1998-11-01 4311.8103235608900 1998-12-01 4317.6074068836000 1999-01-01 4319.9142224444500 1999-02-01 4334.4199556778600 1999-03-01 4334.6490169250300 1999-04-01 4355.0602006466800 1999-05-01 4357.9315276429000 1999-06-01 4354.0088810981500 1999-07-01 4391.5295370137390 1999-08-01 4381.5698632186700 1999-09-01 4384.1035548657400 1999-10-01 4407.3666700790200 1999-11-01 4418.0707326593700 1999-12-01 4432.0283629092100 2000-01-01 4432.7646648160800 2000-02-01 4445.8167956579300 2000-03-01 4453.9454691559900 2000-04-01 4462.7290496617300 2000-05-01 4478.7880620366400 2000-06-01 4466.8961676994295 2000-07-01 4489.9148876509600 2000-08-01 4500.9211423196900 2000-09-01 4511.5302634650700 2000-10-01 4509.8320613688000 2000-11-01 4521.2210125829900 2000-12-01 4524.8365934096500 2001-01-01 4563.9324015079210 2001-02-01 4566.4100599813200 2001-03-01 4579.5976350884990 2001-04-01 4558.8016381950000 2001-05-01 4547.8729461399700 2001-06-01 4554.2256875067610 2001-07-01 4542.4477095273500 2001-08-01 4545.8676879185205 2001-09-01 4540.9638403215500 2001-10-01 4541.0475985331000 2001-11-01 4530.1075363663795 2001-12-01 4534.7894126186100 2002-01-01 4540.7770306202000 2002-02-01 4538.5805609911495 2002-03-01 4556.0766499147290 2002-04-01 4558.3786656797400 2002-05-01 4564.5362468436000 2002-06-01 4567.5492224616100 2002-07-01 4564.0368186229800 2002-08-01 4571.7467681097900 2002-09-01 4577.1987532359710 2002-10-01 4584.3286267870000 2002-11-01 4591.5790040830610 2002-12-01 4586.9636345919000 2003-01-01 4587.5368472622900 2003-02-01 4588.9370679609900 2003-03-01 4590.2400792851395 2003-04-01 4589.1617598821500 2003-05-01 4593.4121207224300 2003-06-01 4592.5888082770900 2003-07-01 4605.9816399730100 2003-08-01 4610.2284376054295 2003-09-01 4595.4391889217995 2003-10-01 4618.4279233232000 2003-11-01 4610.4694545619600 2003-12-01 4611.3325237555600 2004-01-01 4628.8599288599700 2004-02-01 4631.7224515100900 2004-03-01 4635.4983695198000 2004-04-01 4642.8243907553500 2004-05-01 4654.2419036542110 2004-06-01 4647.5814323017290 2004-07-01 4670.2610758531100 2004-08-01 4657.4033098642200 2004-09-01 4648.7070344573100 2004-10-01 4674.4184419306600 2004-11-01 4687.7435190057300 2004-12-01 4679.9418637809795 2005-01-01 4687.6167341712200 2005-02-01 4691.1080620963390 2005-03-01 4693.9048055610100 2005-04-01 4707.2684555584000 2005-05-01 4708.3216535183790 2005-06-01 4719.4276463198700 2005-07-01 4728.5087966497600 2005-08-01 4740.5109899469300 2005-09-01 4749.2986673386700 2005-10-01 4754.9702294953795 2005-11-01 4770.6954426444400 2005-12-01 4781.0886623372100 2006-01-01 4788.7800887316600 2006-02-01 4802.9374475234400 2006-03-01 4806.2494185265900 2006-04-01 4809.1615851275800 2006-05-01 4815.6168639918900 2006-06-01 4829.0527510375505 2006-07-01 4829.7684569652290 2006-08-01 4838.9158107195400 2006-09-01 4842.7915936099300 2006-10-01 4848.0573413333000 2006-11-01 4851.4995283306900 2006-12-01 4861.0836557814200 2007-01-01 4866.2174896692400 2007-02-01 4874.5010423882100 2007-03-01 4880.5054838440100 2007-04-01 4863.8513899629400 2007-05-01 4867.1816866064000 2007-06-01 4874.9070795155390 2007-07-01 4891.1163539650710 2007-08-01 4890.8884427148705 2007-09-01 4891.9424345352700 2007-10-01 4882.7240478982100 2007-11-01 4890.6371732753800 2007-12-01 4900.6952099329800 2008-01-01 4871.8351508438000 2008-02-01 4882.9788601892300 2008-03-01 4879.9558636026595 2008-04-01 4885.2418020124800 2008-05-01 4881.1269336548100 2008-06-01 4874.2770066820000 2008-07-01 4874.3320273346400 2008-08-01 4860.7233821930795 2008-09-01 4848.3775867512795 2008-10-01 4824.1915531904900 2008-11-01 4793.6934473474800 2008-12-01 4771.4512486710900 2009-01-01 4734.4919194078790 2009-02-01 4707.7832535151600 2009-03-01 4685.7260381240990 2009-04-01 4651.3360980795600 2009-05-01 4640.4377064374100 2009-06-01 4625.2942223861890 2009-07-01 4598.9196455664005 2009-08-01 4579.5711685300200 2009-09-01 4567.6535461368500 2009-10-01 4582.6437165980200 2009-11-01 4571.6434427431395 2009-12-01 4572.1039754333210 2010-01-01 4576.6787697984200 2010-02-01 4569.5881727851400 2010-03-01 4566.4511079495205 2010-04-01 4593.0539254299000 2010-05-01 4606.5321536477000 2010-06-01 4600.4081830737500 2010-07-01 4591.6986609662400 2010-08-01 4589.9477510414290 2010-09-01 4587.4615473759200 2010-10-01 4606.3731385062100 2010-11-01 4603.9305252502290 2010-12-01 4611.6889494678710 2011-01-01 4622.2955726930100 2011-02-01 4628.3449526665100 2011-03-01 4624.8636872560300 2011-04-01 4617.3795656899700 2011-05-01 4615.2336266215900 2011-06-01 4616.9819374967300 2011-07-01 4628.4271058568000 2011-08-01 4627.6916148385000 2011-09-01 4642.5585107299100 2011-10-01 4641.3570214310200 2011-11-01 4648.3024185830500 2011-12-01 4657.5026356595500 2012-01-01 4669.3845531302200 2012-02-01 4687.6297836649500 2012-03-01 4702.0378259269400 2012-04-01 4727.1466203854400 2012-05-01 4742.6617317514790 2012-06-01 4753.8553303092290 2012-07-01 4755.7961000191300 2012-08-01 4766.4630193855200 2012-09-01 4772.1006743390900 2012-10-01 4777.3750014575900 2012-11-01 4797.1674095368300 2012-12-01 4806.1934082221600 2013-01-01 4787.1352414335300 2013-02-01 4805.7772686482390 2013-03-01 4811.2688919720600 2013-04-01 4826.0948397733790 2013-05-01 4836.2285385275800 2013-06-01 4847.0913419820900 2013-07-01 4853.3997421397300 2013-08-01 4873.3027544490600 2013-09-01 4872.4429867430600 2013-10-01 4882.0275849504000 2013-11-01 4898.9587755348000 2013-12-01 4906.1900739117300 2014-01-01 4917.1531053491300 2014-02-01 4915.9389165135500 2014-03-01 4926.6825046389200 2014-04-01 4930.4041256639290 2014-05-01 4942.3599717408400 2014-06-01 4946.9916611914900 2014-07-01 4943.1891548231610 2014-08-01 4978.3137546737300 2014-09-01 4985.5042508750700 2014-10-01 4993.1415804138000 2014-11-01 4998.8094532490100 2014-12-01 5009.2740977797490 2015-01-01 5013.2008646371600 2015-02-01 5031.1160256562110 2015-03-01 5041.2414262139700 2015-04-01 5051.5902582554210 2015-05-01 5054.2072544511600 2015-06-01 5071.1949022514000 2015-07-01 5099.9676407749890 2015-08-01 5106.4374949022900 2015-09-01 5119.3500213637900 2015-10-01 5149.3644611598500 2015-11-01 5146.7078004658100 2015-12-01 5153.4582245407500 2016-01-01 5180.6678426984210 2016-02-01 5190.5631334497400 2016-03-01 5183.5990259810205 2016-04-01 5225.7149874647400 2016-05-01 5229.2194386269700 2016-06-01 5211.1799659383800 2016-07-01 5241.3136722830495 2016-08-01 5243.7253647012700 2016-09-01 5253.3460003746100 2016-10-01 5261.1249785194100 2016-11-01 5265.7553589522600 2016-12-01 5270.8823336553205 2017-01-01 5261.0778270101200 2017-02-01 5272.6799655802600 2017-03-01 5278.3129928043800 2017-04-01 5287.5653163351200 2017-05-01 5303.2558551590000 2017-06-01 5310.8996363369900 2017-07-01 5320.9034888215700 2017-08-01 5328.2713237606700 2017-09-01 5345.4914778591290 2017-10-01 5355.7157582935400 2017-11-01 5356.5982040134395 2017-12-01 5369.3575388378900 2018-01-01 5384.6669605500000 2018-02-01 5388.0613102162200 2018-03-01 5396.1281830202010 2018-04-01 5392.3658438993900 2018-05-01 5389.0745785176600 2018-06-01 5405.2016562491710 2018-07-01 5407.8561468734800 2018-08-01 5424.9892031031600 2018-09-01 5423.2880773781610 2018-10-01 5435.1668646676600 2018-11-01 5439.2098749534300 2018-12-01 5454.6086230982600 2019-01-01 5449.7368177343105 2019-02-01 5466.2913536768000 2019-03-01 5470.1428431101600 2019-04-01 5458.1164562076790 2019-05-01 5463.3024866315200 2019-06-01 5475.8119577028100 2019-07-01 5472.3848207950105 2019-08-01 5481.5060389833100 2019-09-01 5490.7905030001900 2019-10-01 5488.0459709808600 2019-11-01 5508.6939793033900 2019-12-01 5509.7848225204700 2020-01-01 5546.1846725959490 2020-02-01 5560.2514891968890 2020-03-01 5486.7770516861400 2020-04-01 4591.1613247852900 2020-05-01 4600.7097421456000 2020-06-01 4758.5477331342900 2020-07-01 4780.5584125845800 2020-08-01 4794.7144521689100 2020-09-01 4847.9529849588700 2020-10-01 4944.3203662632500 2020-11-01 4979.8299504011600 2020-12-01 4936.0275363425900 2021-01-01 4885.0182001678295 2021-02-01 4975.1707545585205 2021-03-01 5025.7692740547600 2021-04-01 5093.6083559118000 2021-05-01 5138.0617955147600 2021-06-01 5152.2096657511400 2021-07-01 5229.5594009894700 2021-08-01 5276.0951882801790 2021-09-01 5252.0364033297290 2021-10-01 5340.5581200974390 2021-11-01 5365.3163311193700 2021-12-01 5379.0842591857000 2022-01-01 5364.8145424217700 2022-02-01 5423.6761668495700 2022-03-01 5437.5053788524100 2022-04-01 5455.7576638139200 2022-05-01 5458.8798977584000 2022-06-01 5464.6314813607800 2022-07-01 5486.0989468853200 2022-08-01 5492.0848509784900 2022-09-01 5495.3963709659200 2022-10-01 5488.4822211438595 2022-11-01 5494.5789463615100 2022-12-01 5496.5366461799600 2023-01-01 5490.2692637498490 2023-02-01 5491.6939288221200 2023-03-01 5493.1374224986500 2023-04-01 5487.1668425069600 2023-05-01 5499.9919102948210 2023-06-01 5496.1420482353500 2023-07-01 5482.7560008488700 2023-08-01 5482.9161792141900 2023-09-01 5484.3374599807000 2023-10-01 5495.2811382675200 2023-11-01 5493.8215361957790 2023-12-01 5506.9956284552700 2024-01-01 5519.7200218278190 2024-02-01 5528.3345206325290 2024-03-01 5542.1441932102390 2024-04-01 5548.9124358694200