Table Data - All Employees: Leisure and Hospitality: Accommodation in Los Angeles-Long Beach-Glendale, CA (MD)

Title All Employees: Leisure and Hospitality: Accommodation in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310847072100001SA
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 2:33 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 47.8469708544304
1990-02-01 47.7074238154010
1990-03-01 48.0182242417516
1990-04-01 48.0695572723826
1990-05-01 47.7806494682334
1990-06-01 47.6956649991805
1990-07-01 47.0637551569493
1990-08-01 46.5828586882421
1990-09-01 46.2020800435944
1990-10-01 47.6177593880243
1990-11-01 46.8344017088290
1990-12-01 46.5053030144299
1991-01-01 46.3411250930876
1991-02-01 46.1674298507535
1991-03-01 46.0078182962781
1991-04-01 45.6590580251447
1991-05-01 45.9720950988404
1991-06-01 45.9326844470465
1991-07-01 46.0052504305925
1991-08-01 45.8122587241742
1991-09-01 45.3978792268959
1991-10-01 44.7857639404276
1991-11-01 44.6414062761491
1991-12-01 45.4841868832765
1992-01-01 43.6379513094824
1992-02-01 43.2150639510832
1992-03-01 42.4897413036253
1992-04-01 43.0490628896969
1992-05-01 42.6647436232592
1992-06-01 42.3014720194438
1992-07-01 42.3827244808399
1992-08-01 42.1478946036088
1992-09-01 41.7116449881659
1992-10-01 41.2056500709459
1992-11-01 41.4431738801526
1992-12-01 41.5564259179061
1993-01-01 41.6154465957304
1993-02-01 41.6584029386684
1993-03-01 41.8582241348553
1993-04-01 40.5314114160749
1993-05-01 40.4771118287776
1993-06-01 40.6065950796661
1993-07-01 40.0921795882951
1993-08-01 40.1995729286811
1993-09-01 40.1391676471767
1993-10-01 39.9689663226776
1993-11-01 39.8241582677077
1993-12-01 39.9896572994240
1994-01-01 41.1909280228698
1994-02-01 41.0208304751712
1994-03-01 40.5283464988107
1994-04-01 41.9409912241628
1994-05-01 42.0093097143032
1994-06-01 41.5820458362069
1994-07-01 42.0375492196418
1994-08-01 41.8502781040648
1994-09-01 42.2578794847455
1994-10-01 42.1053695132415
1994-11-01 42.0904174248822
1994-12-01 42.0388364487955
1995-01-01 41.3495319562944
1995-02-01 41.1102360765569
1995-03-01 41.4018866934204
1995-04-01 41.6682861480287
1995-05-01 41.9475979691066
1995-06-01 42.3617319219110
1995-07-01 42.4567260345487
1995-08-01 42.6937802871977
1995-09-01 42.8551204460190
1995-10-01 43.5449723149982
1995-11-01 43.8274681995108
1995-12-01 43.7560016524636
1996-01-01 44.3513909824415
1996-02-01 44.4695795973610
1996-03-01 44.2099616194532
1996-04-01 43.7268466835959
1996-05-01 43.5717549180420
1996-06-01 43.6628369816742
1996-07-01 43.8197507132868
1996-08-01 44.1010738163126
1996-09-01 44.0572291790712
1996-10-01 44.3342460644068
1996-11-01 44.1643207335968
1996-12-01 44.4067113547108
1997-01-01 44.0852587521299
1997-02-01 43.9388310053381
1997-03-01 44.0431055575237
1997-04-01 44.3780886026216
1997-05-01 44.1978043286797
1997-06-01 45.6257213835023
1997-07-01 43.5143303941535
1997-08-01 43.4498218156341
1997-09-01 43.5540242571198
1997-10-01 43.3680123397071
1997-11-01 42.6456887604251
1997-12-01 43.5709119231321
1998-01-01 44.3671845576354
1998-02-01 44.6367917278465
1998-03-01 44.6085166758350
1998-04-01 43.8079933834902
1998-05-01 44.1825031706010
1998-06-01 43.9937117163072
1998-07-01 44.3909224139173
1998-08-01 44.4813632380260
1998-09-01 44.5491476809690
1998-10-01 45.0567581060771
1998-11-01 44.1627043079506
1998-12-01 43.9072536931483
1999-01-01 42.8429024161806
1999-02-01 42.8964132356670
1999-03-01 42.9631729701984
1999-04-01 43.1276414994388
1999-05-01 43.4539561668982
1999-06-01 43.5647253561764
1999-07-01 43.5439677088544
1999-08-01 43.2247544831633
1999-09-01 43.2473000455684
1999-10-01 43.4516627941775
1999-11-01 43.8814193452156
1999-12-01 44.1631789863349
2000-01-01 43.8091622117648
2000-02-01 44.0581787362426
2000-03-01 44.0098767681499
2000-04-01 44.2380780721460
2000-05-01 43.8091320646819
2000-06-01 43.6132612521317
2000-07-01 45.0162253326871
2000-08-01 44.7065367097453
2000-09-01 44.8752018590096
2000-10-01 43.3672622808637
2000-11-01 43.7933606180111
2000-12-01 43.9359107380092
2001-01-01 44.1018397545399
2001-02-01 44.1639053709201
2001-03-01 44.2283055121897
2001-04-01 44.2448704858279
2001-05-01 44.4048177316735
2001-06-01 44.0168956281743
2001-07-01 43.3145746708490
2001-08-01 43.1219100461171
2001-09-01 42.5904825187386
2001-10-01 42.0711267717514
2001-11-01 41.7087062802823
2001-12-01 41.3029834853069
2002-01-01 41.0250231131266
2002-02-01 40.9709797732278
2002-03-01 40.8283472592744
2002-04-01 40.7316844382558
2002-05-01 40.9098487163094
2002-06-01 41.0736431541667
2002-07-01 41.3365721027488
2002-08-01 41.3622154302527
2002-09-01 41.5885747777449
2002-10-01 42.0870854069915
2002-11-01 42.1226496810542
2002-12-01 41.7533395275952
2003-01-01 41.8187403285423
2003-02-01 41.8630511245820
2003-03-01 41.7166823704523
2003-04-01 41.4047967671821
2003-05-01 41.4425736268944
2003-06-01 41.5028452535997
2003-07-01 41.3348736394626
2003-08-01 41.5104971412153
2003-09-01 41.4643783935527
2003-10-01 41.4742108840214
2003-11-01 41.7107878756991
2003-12-01 42.2167051987318
2004-01-01 42.3230424084384
2004-02-01 42.6912764882319
2004-03-01 42.2332955609716
2004-04-01 41.7532635823063
2004-05-01 42.4702073623976
2004-06-01 42.4422336963726
2004-07-01 42.3032564307779
2004-08-01 42.2416827240966
2004-09-01 42.6243960616036
2004-10-01 42.5573156551457
2004-11-01 42.8173891669381
2004-12-01 42.9673233314336
2005-01-01 43.2804271416217
2005-02-01 43.1295748313881
2005-03-01 43.4884229407124
2005-04-01 43.1826474917078
2005-05-01 42.8716101539375
2005-06-01 42.6649448241680
2005-07-01 43.1602523011138
2005-08-01 43.1440032105763
2005-09-01 42.9820003951480
2005-10-01 43.0361752283605
2005-11-01 42.9262964261682
2005-12-01 43.1429449430061
2006-01-01 42.8802261821376
2006-02-01 43.1713629855903
2006-03-01 43.2564630726177
2006-04-01 43.4335213942699
2006-05-01 43.4263324387157
2006-06-01 43.4444298116429
2006-07-01 44.2251769086122
2006-08-01 43.8182859916822
2006-09-01 43.4509366513188
2006-10-01 44.7252394393610
2006-11-01 44.2583496392035
2006-12-01 43.9118930639537
2007-01-01 44.3334987982096
2007-02-01 44.0751253844127
2007-03-01 44.2215374216202
2007-04-01 44.9213797837176
2007-05-01 44.7396378634175
2007-06-01 44.9938960632688
2007-07-01 45.4038875484587
2007-08-01 45.3881777275617
2007-09-01 45.8545143542333
2007-10-01 45.9264864047577
2007-11-01 45.6689423511694
2007-12-01 45.8775363940442
2008-01-01 45.6851741905587
2008-02-01 46.3563418706381
2008-03-01 46.4738088077150
2008-04-01 46.5371314298085
2008-05-01 46.6523211815609
2008-06-01 46.5408636836096
2008-07-01 46.2018449183443
2008-08-01 46.1622756375118
2008-09-01 45.7712561962661
2008-10-01 45.6333630882877
2008-11-01 45.5905751684482
2008-12-01 45.2949164705483
2009-01-01 44.7266447231008
2009-02-01 44.4232627862177
2009-03-01 44.0087299825594
2009-04-01 43.5660579196069
2009-05-01 43.5789477550364
2009-06-01 43.4089613773480
2009-07-01 43.0149373882741
2009-08-01 42.9435844627104
2009-09-01 43.0163779935703
2009-10-01 42.8477955129950
2009-11-01 42.8800131264583
2009-12-01 42.9707593211174
2010-01-01 43.2341225399108
2010-02-01 43.6040638056501
2010-03-01 43.6195746512286
2010-04-01 43.6019329255779
2010-05-01 43.7548958189008
2010-06-01 43.8100903353532
2010-07-01 44.1134701262675
2010-08-01 43.7454328750836
2010-09-01 43.5690726050591
2010-10-01 43.4403112092398
2010-11-01 43.4615834669822
2010-12-01 43.6291963124544
2011-01-01 43.7137660763003
2011-02-01 43.8896867792119
2011-03-01 43.9165058161142
2011-04-01 44.0373214050701
2011-05-01 44.0749887783095
2011-06-01 44.0363764532683
2011-07-01 44.2004374794783
2011-08-01 44.4518853262640
2011-09-01 44.9301500141637
2011-10-01 44.7198682997424
2011-11-01 44.9180410254713
2011-12-01 44.6907219665789
2012-01-01 44.4510814826756
2012-02-01 44.4977720892823
2012-03-01 44.6226012742233
2012-04-01 44.9719208267186
2012-05-01 45.0160018103032
2012-06-01 45.1822878610775
2012-07-01 45.4802081657757
2012-08-01 45.6678585154407
2012-09-01 45.7633939326312
2012-10-01 45.9973889017933
2012-11-01 46.0831917186964
2012-12-01 46.1440381125474
2013-01-01 46.1717094122962
2013-02-01 46.2093783589993
2013-03-01 46.3448974461644
2013-04-01 46.4069232432969
2013-05-01 46.5651470590427
2013-06-01 46.7302339061976
2013-07-01 46.8530613352770
2013-08-01 46.7812495015097
2013-09-01 46.9708514436572
2013-10-01 47.5008273281573
2013-11-01 47.5452810800581
2013-12-01 47.7847988255648
2014-01-01 48.3015466565469
2014-02-01 48.5201716091755
2014-03-01 48.7761751442526
2014-04-01 48.4645620045767
2014-05-01 48.8089742873789
2014-06-01 49.0630679271180
2014-07-01 49.0115033154831
2014-08-01 49.1966685044921
2014-09-01 49.1386104226694
2014-10-01 49.3275479540687
2014-11-01 49.2375826748209
2014-12-01 49.0218450912142
2015-01-01 49.1553777063398
2015-02-01 49.1175383943556
2015-03-01 49.7172003023275
2015-04-01 49.3143756747082
2015-05-01 49.5556255080663
2015-06-01 49.4684756394846
2015-07-01 49.5662842557538
2015-08-01 49.9067988784717
2015-09-01 49.8879012981837
2015-10-01 49.9507923467623
2015-11-01 50.2342822114426
2015-12-01 50.5806340323769
2016-01-01 50.6606086107586
2016-02-01 50.9148221630990
2016-03-01 50.3600295539438
2016-04-01 50.5502605065654
2016-05-01 50.3845346281731
2016-06-01 50.0621931756576
2016-07-01 50.3192863167271
2016-08-01 50.0972184258413
2016-09-01 50.3402009168915
2016-10-01 50.0443410981336
2016-11-01 50.2521169853046
2016-12-01 50.2672229151533
2017-01-01 50.3023712455894
2017-02-01 50.3280744467040
2017-03-01 50.5065726681581
2017-04-01 50.5532981034203
2017-05-01 50.8950885259176
2017-06-01 51.3207590069604
2017-07-01 51.8838186690220
2017-08-01 52.5974994221626
2017-09-01 52.2970181948355
2017-10-01 52.3002282662457
2017-11-01 52.3597281590690
2017-12-01 52.9946462499570
2018-01-01 52.9942452410327
2018-02-01 53.1680519572135
2018-03-01 53.1250511046767
2018-04-01 53.2576165670800
2018-05-01 53.1781317269400
2018-06-01 53.2362003865773
2018-07-01 52.6489526206852
2018-08-01 52.9094640191655
2018-09-01 52.8742994304936
2018-10-01 52.9303977388999
2018-11-01 53.0831952140222
2018-12-01 52.8401029381359
2019-01-01 52.8062775994724
2019-02-01 53.0302562144135
2019-03-01 52.9406576753873
2019-04-01 53.0390265050674
2019-05-01 53.0282016926547
2019-06-01 52.9998169029038
2019-07-01 53.4265076807842
2019-08-01 53.7517553975500
2019-09-01 53.3718565856539
2019-10-01 54.0731611531254
2019-11-01 53.9822254622860
2019-12-01 54.2060489063108
2020-01-01 54.9195338777798
2020-02-01 54.9151302673752
2020-03-01 53.4460127000842
2020-04-01 27.0994224664220
2020-05-01 24.2544003751273
2020-06-01 25.0682944126973
2020-07-01 24.1877286543774
2020-08-01 23.7923455480095
2020-09-01 24.6030551542461
2020-10-01 27.8596700156200
2020-11-01 27.8890896801511
2020-12-01 24.8584195908343
2021-01-01 21.5910628856784
2021-02-01 24.6968085882046
2021-03-01 25.7438098223100
2021-04-01 29.2415793849708
2021-05-01 30.4827394177989
2021-06-01 32.3490619708323
2021-07-01 34.9409705952628
2021-08-01 36.0605319875506
2021-09-01 36.9433002047081
2021-10-01 37.7044873088142
2021-11-01 38.2774304794693
2021-12-01 38.9887001176594
2022-01-01 39.2408517466522
2022-02-01 39.9445737352991
2022-03-01 40.4088993416697
2022-04-01 41.2904458935498
2022-05-01 41.9198335618902
2022-06-01 42.4843862753447
2022-07-01 44.5901517440350
2022-08-01 44.6368407366225
2022-09-01 44.9981464020856
2022-10-01 45.1836743687852
2022-11-01 45.5818104194250
2022-12-01 45.4881577504368
2023-01-01 46.2442738169633
2023-02-01 46.2307976273385
2023-03-01 46.6623007942680
2023-04-01 47.2434086480468
2023-05-01 47.3747214239972
2023-06-01 47.6604680639182
2023-07-01 48.0751311678126
2023-08-01 48.1195461166569
2023-09-01 47.9563680366032
2023-10-01 47.7727836485818
2023-11-01 48.1804149390515
2023-12-01 48.1831379726544
2024-01-01 48.2103350053409
2024-02-01 48.0747854632425
2024-03-01 48.1052433165704
2024-04-01 47.7981478787533
2024-05-01 47.6484692902760
2024-06-01 47.8950183058371
2024-07-01 47.9822285120267
2024-08-01 47.3750961526376
2024-09-01 48.0176502204041
2024-10-01 48.0401077450297
2024-11-01 48.0924837238215
2024-12-01 47.9770676521661
2025-01-01 47.7490823692433
2025-02-01 47.9986857275931
2025-03-01 48.0442348585133
2025-04-01 48.5772377851638
2025-05-01 48.2464249525362
2025-06-01 47.8357552302709
2025-07-01 47.4156142528163
2025-08-01 47.8142006999281
2025-09-01 48.0545090678206
2025-10-01 48.1781016931210
2025-11-01 48.4005567526104
2025-12-01 48.7660883264509
2026-01-01 49.2110465135193
2026-02-01 49.3355955827218
2026-03-01 49.2958433095777
2026-04-01 49.2729737397554

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