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

Title All Employees: Service-Providing in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310840700000001SA
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 2026-04-01
Last Updated 2026-05-26 2:34 PM 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 3235.87182684825
1990-02-01 3240.02559065171
1990-03-01 3240.64693658668
1990-04-01 3244.25276331095
1990-05-01 3243.63282924947
1990-06-01 3235.06689834018
1990-07-01 3214.04608036400
1990-08-01 3208.75589171064
1990-09-01 3197.30778628847
1990-10-01 3204.57792267994
1990-11-01 3198.72401345712
1990-12-01 3198.85041744289
1991-01-01 3176.70378852891
1991-02-01 3167.65931725519
1991-03-01 3164.87927802493
1991-04-01 3163.28512752296
1991-05-01 3155.47159817313
1991-06-01 3150.31248518996
1991-07-01 3149.78757421188
1991-08-01 3145.99303946037
1991-09-01 3142.42656233153
1991-10-01 3141.23309364467
1991-11-01 3136.42289611465
1991-12-01 3131.80645111060
1992-01-01 3069.43462905740
1992-02-01 3060.79986378468
1992-03-01 3061.10195399227
1992-04-01 3057.14949674801
1992-05-01 3051.00420227481
1992-06-01 3041.25280245947
1992-07-01 3046.86009292368
1992-08-01 3036.16148087785
1992-09-01 3030.68547179349
1992-10-01 3035.89336592464
1992-11-01 3029.88352002360
1992-12-01 3026.79408979256
1993-01-01 3033.04094185639
1993-02-01 3022.66546556770
1993-03-01 3007.07783197955
1993-04-01 2997.35417324423
1993-05-01 2990.27716207397
1993-06-01 3001.32398139623
1993-07-01 3005.16796974955
1993-08-01 3003.38401928967
1993-09-01 3004.57746363088
1993-10-01 2986.56535684990
1993-11-01 2979.79568514566
1993-12-01 2992.76166696234
1994-01-01 2987.78551498838
1994-02-01 2996.41250577498
1994-03-01 3003.24306168315
1994-04-01 3007.32564134078
1994-05-01 3004.52547400975
1994-06-01 3004.60022314326
1994-07-01 3004.34101305719
1994-08-01 3008.52672246434
1994-09-01 3015.34062834825
1994-10-01 3013.47456513742
1994-11-01 3019.26727774343
1994-12-01 3022.23845686737
1995-01-01 3032.74105651272
1995-02-01 3049.91526522917
1995-03-01 3040.08382632768
1995-04-01 3035.93044887857
1995-05-01 3043.91383069549
1995-06-01 3047.73305269523
1995-07-01 3037.02860874851
1995-08-01 3047.29980410113
1995-09-01 3063.28262682773
1995-10-01 3054.83166553596
1995-11-01 3061.29289778830
1995-12-01 3066.02359834130
1996-01-01 3053.95549596739
1996-02-01 3067.10577510407
1996-03-01 3073.12507875676
1996-04-01 3080.47129700377
1996-05-01 3089.58069243169
1996-06-01 3091.29961170221
1996-07-01 3101.31710453914
1996-08-01 3108.02318922785
1996-09-01 3114.49109971982
1996-10-01 3118.25055269412
1996-11-01 3127.03659917765
1996-12-01 3121.43820744171
1997-01-01 3138.23597683638
1997-02-01 3144.48095578638
1997-03-01 3152.21001069711
1997-04-01 3157.64370184060
1997-05-01 3159.32983291285
1997-06-01 3167.39871706668
1997-07-01 3169.19528309265
1997-08-01 3174.28085225024
1997-09-01 3177.10783137077
1997-10-01 3191.57591194274
1997-11-01 3189.92579393382
1997-12-01 3199.28184694555
1998-01-01 3208.02730533386
1998-02-01 3211.23323929032
1998-03-01 3219.55801002720
1998-04-01 3226.03210768744
1998-05-01 3237.71756014738
1998-06-01 3244.33177979706
1998-07-01 3249.39578910814
1998-08-01 3254.56123271113
1998-09-01 3259.87675814983
1998-10-01 3261.53671816052
1998-11-01 3271.51514386986
1998-12-01 3275.10929364746
1999-01-01 3271.87584699905
1999-02-01 3282.60598558251
1999-03-01 3278.79311966506
1999-04-01 3295.21091082782
1999-05-01 3299.70755867278
1999-06-01 3294.08710309406
1999-07-01 3322.64065752125
1999-08-01 3313.89748034063
1999-09-01 3313.61205362960
1999-10-01 3334.83192694799
1999-11-01 3344.12092528045
1999-12-01 3357.48385295889
2000-01-01 3348.90861032880
2000-02-01 3357.25103537649
2000-03-01 3361.87562140062
2000-04-01 3370.94050246060
2000-05-01 3385.32527025078
2000-06-01 3372.04977055666
2000-07-01 3389.04119105171
2000-08-01 3395.89749012545
2000-09-01 3402.23835896546
2000-10-01 3403.70839841064
2000-11-01 3412.63802561684
2000-12-01 3416.50827537299
2001-01-01 3431.71486682872
2001-02-01 3434.59398269293
2001-03-01 3445.07193749821
2001-04-01 3427.17936617560
2001-05-01 3420.13157752594
2001-06-01 3423.58945371327
2001-07-01 3417.42381082481
2001-08-01 3420.18601253592
2001-09-01 3416.48118582911
2001-10-01 3418.50793164511
2001-11-01 3405.76851682203
2001-12-01 3413.02298074053
2002-01-01 3411.60994271120
2002-02-01 3408.76863817822
2002-03-01 3421.50123486232
2002-04-01 3426.81546894267
2002-05-01 3431.30980708129
2002-06-01 3432.55002846314
2002-07-01 3430.22366889627
2002-08-01 3434.20892053997
2002-09-01 3436.77190140816
2002-10-01 3436.20286217093
2002-11-01 3441.39778440815
2002-12-01 3434.71162656779
2003-01-01 3430.56226338866
2003-02-01 3430.91877999637
2003-03-01 3431.17374083867
2003-04-01 3427.44150231148
2003-05-01 3430.82540641362
2003-06-01 3427.56356902417
2003-07-01 3432.79285954995
2003-08-01 3437.66302480944
2003-09-01 3426.35269850081
2003-10-01 3444.02903015501
2003-11-01 3434.52651743678
2003-12-01 3438.21036372393
2004-01-01 3452.06257046269
2004-02-01 3456.37958748694
2004-03-01 3456.71742496836
2004-04-01 3460.67838424616
2004-05-01 3467.78800590863
2004-06-01 3460.88504440372
2004-07-01 3477.33240444181
2004-08-01 3466.96040342005
2004-09-01 3462.11623944984
2004-10-01 3480.42092800946
2004-11-01 3487.27246144268
2004-12-01 3478.89731839497
2005-01-01 3484.31477503084
2005-02-01 3483.49047638505
2005-03-01 3486.29433392681
2005-04-01 3493.99453144342
2005-05-01 3494.84739881524
2005-06-01 3502.44421573614
2005-07-01 3510.73990985960
2005-08-01 3520.17120947614
2005-09-01 3529.86676747746
2005-10-01 3537.74151346429
2005-11-01 3549.70849357121
2005-12-01 3557.11017325600
2006-01-01 3561.96750408835
2006-02-01 3571.73823214665
2006-03-01 3572.82117977820
2006-04-01 3575.51797357154
2006-05-01 3580.92475136426
2006-06-01 3591.21541204962
2006-07-01 3591.05753925786
2006-08-01 3597.31556687235
2006-09-01 3601.98269138671
2006-10-01 3603.05086326517
2006-11-01 3608.06599786028
2006-12-01 3617.09406815700
2007-01-01 3623.30064223737
2007-02-01 3631.82384297343
2007-03-01 3638.22184169355
2007-04-01 3624.14467883367
2007-05-01 3630.96889570804
2007-06-01 3638.73046274592
2007-07-01 3647.20464274322
2007-08-01 3650.58513497471
2007-09-01 3651.52108991091
2007-10-01 3642.69084128556
2007-11-01 3648.40943514579
2007-12-01 3659.04881147781
2008-01-01 3627.64617813744
2008-02-01 3640.14936214724
2008-03-01 3640.48937700442
2008-04-01 3643.78632680552
2008-05-01 3644.21146970180
2008-06-01 3639.87309782471
2008-07-01 3645.05505232310
2008-08-01 3635.30080645144
2008-09-01 3626.89461915034
2008-10-01 3609.72184912383
2008-11-01 3588.96009574603
2008-12-01 3574.51045528370
2009-01-01 3545.81241168007
2009-02-01 3527.93211937820
2009-03-01 3513.41645690250
2009-04-01 3483.69338091882
2009-05-01 3479.46071878020
2009-06-01 3469.21668625455
2009-07-01 3451.48433728712
2009-08-01 3435.15329251292
2009-09-01 3425.11633450523
2009-10-01 3433.35078419488
2009-11-01 3427.19427559669
2009-12-01 3427.11972140637
2010-01-01 3431.38606539641
2010-02-01 3424.37919989424
2010-03-01 3424.03720591620
2010-04-01 3440.50217831864
2010-05-01 3451.07221304051
2010-06-01 3445.96175294492
2010-07-01 3438.17941508161
2010-08-01 3434.49269442879
2010-09-01 3435.69913616117
2010-10-01 3447.28873450498
2010-11-01 3446.40252243920
2010-12-01 3453.14800248675
2011-01-01 3459.63907553792
2011-02-01 3466.75130134095
2011-03-01 3464.91385420000
2011-04-01 3457.29213195407
2011-05-01 3457.46421244026
2011-06-01 3457.23568603984
2011-07-01 3462.76718671720
2011-08-01 3463.05570919575
2011-09-01 3474.28533357024
2011-10-01 3475.87300320750
2011-11-01 3478.08103305300
2011-12-01 3487.59298625457
2012-01-01 3496.76382297206
2012-02-01 3510.74349116712
2012-03-01 3521.08734077775
2012-04-01 3539.35375611692
2012-05-01 3550.49360680725
2012-06-01 3557.56927304056
2012-07-01 3560.32816321714
2012-08-01 3569.37375784671
2012-09-01 3569.35623376374
2012-10-01 3571.30811971694
2012-11-01 3586.95292545504
2012-12-01 3594.65574002957
2013-01-01 3574.75633023252
2013-02-01 3586.26835243450
2013-03-01 3590.76551526217
2013-04-01 3601.96973589393
2013-05-01 3610.27535542296
2013-06-01 3617.31443613724
2013-07-01 3622.58235866917
2013-08-01 3636.89089371275
2013-09-01 3641.07871544405
2013-10-01 3650.11422230464
2013-11-01 3663.66388447681
2013-12-01 3670.60650162446
2014-01-01 3678.54920262040
2014-02-01 3674.02410541804
2014-03-01 3681.18969381679
2014-04-01 3681.71174649154
2014-05-01 3686.54282669315
2014-06-01 3692.04048557033
2014-07-01 3685.88639929613
2014-08-01 3715.36970513908
2014-09-01 3720.89571669485
2014-10-01 3722.63268740386
2014-11-01 3725.08661033178
2014-12-01 3731.89220021731
2015-01-01 3732.73127486188
2015-02-01 3747.88150584017
2015-03-01 3755.42764304784
2015-04-01 3763.30971369654
2015-05-01 3766.99972382720
2015-06-01 3776.14227209299
2015-07-01 3797.42173972015
2015-08-01 3801.75613947467
2015-09-01 3812.17985915896
2015-10-01 3836.53485462328
2015-11-01 3835.36276640305
2015-12-01 3839.72010335855
2016-01-01 3861.46226532638
2016-02-01 3867.50706226604
2016-03-01 3861.25640116872
2016-04-01 3901.03158179283
2016-05-01 3903.05766613540
2016-06-01 3887.73048593652
2016-07-01 3907.64644575595
2016-08-01 3911.19039442924
2016-09-01 3914.51856161323
2016-10-01 3916.27837438255
2016-11-01 3919.01999749424
2016-12-01 3923.62964254082
2017-01-01 3917.50307214433
2017-02-01 3928.47572428032
2017-03-01 3929.94477449544
2017-04-01 3939.83065424307
2017-05-01 3944.23286546660
2017-06-01 3953.73495020303
2017-07-01 3964.31310747771
2017-08-01 3966.99809467743
2017-09-01 3979.46977238064
2017-10-01 3989.02924995854
2017-11-01 3988.32090203816
2017-12-01 3997.96432834957
2018-01-01 4006.03060123058
2018-02-01 4005.36731865637
2018-03-01 4009.60321931708
2018-04-01 4012.34174587058
2018-05-01 4000.97083305096
2018-06-01 4023.13894228746
2018-07-01 4023.28864991455
2018-08-01 4035.68551782179
2018-09-01 4035.26967783426
2018-10-01 4045.00536490833
2018-11-01 4047.92084737367
2018-12-01 4062.68103286633
2019-01-01 4052.19628038546
2019-02-01 4064.09483623559
2019-03-01 4063.77942251198
2019-04-01 4055.18968129564
2019-05-01 4047.34375546713
2019-06-01 4067.76504882538
2019-07-01 4065.61409347560
2019-08-01 4069.90716495911
2019-09-01 4079.57121801505
2019-10-01 4076.94996996660
2019-11-01 4092.84825373348
2019-12-01 4097.20300582468
2020-01-01 4120.73650716619
2020-02-01 4131.22351849301
2020-03-01 4074.34216737449
2020-04-01 3416.35309647804
2020-05-01 3431.12683779075
2020-06-01 3542.37993890775
2020-07-01 3558.04457533008
2020-08-01 3559.52154129039
2020-09-01 3599.14590832062
2020-10-01 3671.81921479214
2020-11-01 3690.74063086251
2020-12-01 3658.05003401267
2021-01-01 3618.68197950907
2021-02-01 3683.32784367671
2021-03-01 3719.52536049279
2021-04-01 3783.42851078378
2021-05-01 3811.76691064008
2021-06-01 3830.57774602288
2021-07-01 3885.78280834982
2021-08-01 3921.93159386567
2021-09-01 3898.20568563366
2021-10-01 3965.42550634237
2021-11-01 3983.43717360322
2021-12-01 3989.00200684495
2022-01-01 3975.52425323555
2022-02-01 4018.08120653644
2022-03-01 4027.33045897178
2022-04-01 4054.46228249103
2022-05-01 4052.38786778435
2022-06-01 4064.15119330394
2022-07-01 4082.70128816003
2022-08-01 4081.82379253895
2022-09-01 4083.95994775831
2022-10-01 4081.75911682765
2022-11-01 4084.69611042597
2022-12-01 4083.25754151199
2023-01-01 4073.69700828192
2023-02-01 4069.62338344740
2023-03-01 4069.81363634476
2023-04-01 4070.85400283882
2023-05-01 4078.03148442358
2023-06-01 4083.20145315516
2023-07-01 4073.95636600671
2023-08-01 4069.21697307437
2023-09-01 4077.36767397201
2023-10-01 4077.55394477146
2023-11-01 4083.49622661716
2023-12-01 4100.98319818722
2024-01-01 4134.74522603837
2024-02-01 4127.48816876912
2024-03-01 4130.51380067575
2024-04-01 4120.60539341102
2024-05-01 4112.17811100604
2024-06-01 4107.81317101886
2024-07-01 4130.09204779854
2024-08-01 4134.90585737760
2024-09-01 4137.71134680334
2024-10-01 4158.60132725969
2024-11-01 4162.94286971618
2024-12-01 4128.12829044989
2025-01-01 4121.43623625668
2025-02-01 4130.05418890713
2025-03-01 4129.36341131881
2025-04-01 4155.75802741483
2025-05-01 4155.18734834553
2025-06-01 4145.41951386320
2025-07-01 4144.93863208932
2025-08-01 4153.76468220674
2025-09-01 4142.87498778583
2025-10-01 4143.36871381570
2025-11-01 4140.89762948888
2025-12-01 4133.59102117147
2026-01-01 4158.57787253188
2026-02-01 4145.62536364762
2026-03-01 4155.75884541676
2026-04-01 4159.76893099182

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