Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Los Angeles-Long Beach-Anaheim, CA (MSA)

Title All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Los Angeles-Long Beach-Anaheim, CA (MSA)
Series ID SMU06310807072259001SA
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 2025-09-01
Last Updated 2025-12-12 3:58 AM CST
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
1990-01-01 121.826668711872
1990-02-01 120.277147990931
1990-03-01 119.555984124149
1990-04-01 122.359921941070
1990-05-01 120.981883097687
1990-06-01 121.793287991032
1990-07-01 121.645541139817
1990-08-01 122.064130062536
1990-09-01 121.689413382443
1990-10-01 121.608722545705
1990-11-01 121.042171937266
1990-12-01 120.148179320870
1991-01-01 123.154435232453
1991-02-01 121.496498218886
1991-03-01 122.061672441273
1991-04-01 127.370160044660
1991-05-01 126.594992760737
1991-06-01 126.523406697042
1991-07-01 127.183639220672
1991-08-01 125.714574547729
1991-09-01 126.470106048111
1991-10-01 129.565960695008
1991-11-01 129.827583693706
1991-12-01 129.343835559701
1992-01-01 127.950155411846
1992-02-01 128.975367568544
1992-03-01 128.489547351418
1992-04-01 128.928811023219
1992-05-01 128.627351501622
1992-06-01 128.181042061632
1992-07-01 129.301507724597
1992-08-01 129.200818527821
1992-09-01 129.041961466930
1992-10-01 133.305917115630
1992-11-01 133.913422354769
1992-12-01 133.698184370110
1993-01-01 132.556144737161
1993-02-01 132.173780993078
1993-03-01 131.754039221009
1993-04-01 130.555869380592
1993-05-01 131.350779180975
1993-06-01 131.925357478070
1993-07-01 131.751618231645
1993-08-01 132.072876496268
1993-09-01 132.188262564619
1993-10-01 132.424831163512
1993-11-01 132.258971243295
1993-12-01 132.834085741630
1994-01-01 133.193046570916
1994-02-01 133.333987549255
1994-03-01 134.568841360334
1994-04-01 130.763351282579
1994-05-01 131.186471708713
1994-06-01 130.863911881805
1994-07-01 131.308238834729
1994-08-01 131.510550552197
1994-09-01 131.785636855104
1994-10-01 132.137646601630
1994-11-01 132.224580831019
1994-12-01 132.751487597853
1995-01-01 132.964759728426
1995-02-01 133.042690802278
1995-03-01 132.793211237919
1995-04-01 133.310927546038
1995-05-01 134.501023863791
1995-06-01 135.275940415593
1995-07-01 135.597071503556
1995-08-01 136.326603842340
1995-09-01 137.193064557079
1995-10-01 137.178225807571
1995-11-01 138.444298668820
1995-12-01 139.494122966811
1996-01-01 140.272901487721
1996-02-01 141.068059564708
1996-03-01 141.521637194663
1996-04-01 141.957730034493
1996-05-01 142.094873916600
1996-06-01 140.378559164703
1996-07-01 141.517797485965
1996-08-01 141.795636728900
1996-09-01 141.247942650956
1996-10-01 145.331336090649
1996-11-01 146.165631273033
1996-12-01 146.831029489295
1997-01-01 148.346445222823
1997-02-01 148.648900562883
1997-03-01 148.875095227210
1997-04-01 149.215834173023
1997-05-01 148.913234665125
1997-06-01 149.336285603755
1997-07-01 148.437740960734
1997-08-01 148.692320162299
1997-09-01 148.914337839739
1997-10-01 149.336553951714
1997-11-01 149.246319595070
1997-12-01 149.077049561971
1998-01-01 149.709675432196
1998-02-01 150.324930465868
1998-03-01 150.924219767045
1998-04-01 150.592369901102
1998-05-01 151.961585480514
1998-06-01 151.965743057876
1998-07-01 152.940912077759
1998-08-01 153.760661170749
1998-09-01 153.607400611213
1998-10-01 152.373387968422
1998-11-01 152.964055809902
1998-12-01 153.873082229320
1999-01-01 151.485490725048
1999-02-01 151.987335431936
1999-03-01 151.791710852889
1999-04-01 152.611937309588
1999-05-01 152.338312231783
1999-06-01 152.445026054359
1999-07-01 152.828465362084
1999-08-01 152.020162843451
1999-09-01 152.721329205303
1999-10-01 153.983352593316
1999-11-01 153.468505796408
1999-12-01 154.875791505925
2000-01-01 151.798561789159
2000-02-01 152.260376471587
2000-03-01 152.288812178806
2000-04-01 152.394594266921
2000-05-01 152.830164368168
2000-06-01 153.371249001804
2000-07-01 154.054615792285
2000-08-01 155.023709319139
2000-09-01 155.089394697636
2000-10-01 153.672963959139
2000-11-01 154.274912566378
2000-12-01 155.141218673675
2001-01-01 156.276735575454
2001-02-01 156.990169997744
2001-03-01 157.273938891154
2001-04-01 154.987269223025
2001-05-01 155.842443738281
2001-06-01 156.047758938672
2001-07-01 156.772053153218
2001-08-01 156.647966172698
2001-09-01 156.361666392550
2001-10-01 158.252111310173
2001-11-01 157.618393354152
2001-12-01 157.183828970858
2002-01-01 157.177735797179
2002-02-01 157.081850816030
2002-03-01 156.548815015982
2002-04-01 157.455644343456
2002-05-01 157.747099792311
2002-06-01 157.292421509484
2002-07-01 155.982790843350
2002-08-01 155.654316333702
2002-09-01 155.821284425415
2002-10-01 155.422835419824
2002-11-01 155.001064349592
2002-12-01 155.188204492149
2003-01-01 155.533676759328
2003-02-01 155.087066842955
2003-03-01 155.202326715981
2003-04-01 156.791599319149
2003-05-01 156.259092888835
2003-06-01 156.903397310265
2003-07-01 158.002921828823
2003-08-01 158.886191984812
2003-09-01 159.281136189982
2003-10-01 160.085906935887
2003-11-01 160.506116963853
2003-12-01 160.764119754272
2004-01-01 161.448429494324
2004-02-01 162.201967869249
2004-03-01 162.406834122337
2004-04-01 161.781447617366
2004-05-01 161.690736381222
2004-06-01 160.777528026754
2004-07-01 163.567226355945
2004-08-01 162.983876815433
2004-09-01 163.518876136736
2004-10-01 163.612699141747
2004-11-01 164.112228163911
2004-12-01 165.577473393570
2005-01-01 164.807420423963
2005-02-01 164.962495339728
2005-03-01 165.456732810268
2005-04-01 165.974515415422
2005-05-01 166.503388517835
2005-06-01 166.790139889832
2005-07-01 166.321798310794
2005-08-01 166.173776936031
2005-09-01 166.941576225496
2005-10-01 168.249907098497
2005-11-01 168.682947708530
2005-12-01 170.050721672226
2006-01-01 169.402869333955
2006-02-01 170.140383603080
2006-03-01 170.404238971486
2006-04-01 169.722796705921
2006-05-01 170.197098813119
2006-06-01 170.465734683859
2006-07-01 169.816656615043
2006-08-01 170.169466296414
2006-09-01 170.251284969196
2006-10-01 170.488307714245
2006-11-01 170.980104950592
2006-12-01 172.626920467301
2007-01-01 170.218926773209
2007-02-01 170.314991625846
2007-03-01 170.865029646559
2007-04-01 171.070387009347
2007-05-01 170.877910459290
2007-06-01 170.278924324831
2007-07-01 170.916415089370
2007-08-01 170.617350616106
2007-09-01 170.987259494684
2007-10-01 171.098476587456
2007-11-01 170.938347359224
2007-12-01 171.224665094640
2008-01-01 173.310429766572
2008-02-01 172.886118164904
2008-03-01 172.820460517238
2008-04-01 174.798809348797
2008-05-01 174.800303832492
2008-06-01 175.699310701169
2008-07-01 175.782239354858
2008-08-01 175.396299208242
2008-09-01 174.787664600188
2008-10-01 174.023567328554
2008-11-01 173.613352694662
2008-12-01 173.107505203232
2009-01-01 172.199865390208
2009-02-01 171.041110110797
2009-03-01 170.450069269228
2009-04-01 169.752223356675
2009-05-01 169.450467410513
2009-06-01 168.921667788527
2009-07-01 169.049982726603
2009-08-01 168.222881719695
2009-09-01 167.903399649051
2009-10-01 167.988731668580
2009-11-01 167.747368568729
2009-12-01 167.217313768297
2010-01-01 167.105157461874
2010-02-01 167.536566359313
2010-03-01 167.046600246526
2010-04-01 168.329254300677
2010-05-01 168.776552175285
2010-06-01 169.372286151305
2010-07-01 169.810535952887
2010-08-01 170.730272883212
2010-09-01 171.351211135343
2010-10-01 171.149322382477
2010-11-01 171.151777271782
2010-12-01 172.364529736719
2011-01-01 172.179356221649
2011-02-01 172.541943496595
2011-03-01 172.621071330569
2011-04-01 172.718249460303
2011-05-01 173.408391239251
2011-06-01 173.088249191191
2011-07-01 173.224572837202
2011-08-01 173.977316061072
2011-09-01 174.789093507040
2011-10-01 175.127164354208
2011-11-01 175.939571516035
2011-12-01 176.244609207729
2012-01-01 177.832301743817
2012-02-01 178.094559364614
2012-03-01 179.097562158489
2012-04-01 180.504893390131
2012-05-01 180.862993445984
2012-06-01 181.399866800391
2012-07-01 181.167145223498
2012-08-01 182.610689511005
2012-09-01 183.683597484598
2012-10-01 184.572706702753
2012-11-01 185.522055297633
2012-12-01 186.295067856596
2013-01-01 186.820787393677
2013-02-01 188.112066725468
2013-03-01 188.404543635040
2013-04-01 190.143853435798
2013-05-01 191.755672500946
2013-06-01 193.869773558580
2013-07-01 195.612750389309
2013-08-01 196.885355262486
2013-09-01 197.537979388561
2013-10-01 199.381507419124
2013-11-01 201.114629755334
2013-12-01 202.448479621939
2014-01-01 204.227602950834
2014-02-01 205.462369201450
2014-03-01 206.326521666502
2014-04-01 207.065827833112
2014-05-01 208.110821465445
2014-06-01 208.811653271749
2014-07-01 209.412809222621
2014-08-01 210.752249422017
2014-09-01 211.870736128924
2014-10-01 212.625771666635
2014-11-01 213.700742889885
2014-12-01 214.684739479628
2015-01-01 215.985952422763
2015-02-01 217.790137813479
2015-03-01 218.170458119858
2015-04-01 217.971014726394
2015-05-01 218.883204240723
2015-06-01 219.813982458384
2015-07-01 221.076839216673
2015-08-01 221.007820513936
2015-09-01 222.704434447449
2015-10-01 224.500821503111
2015-11-01 224.922164602069
2015-12-01 226.066939198567
2016-01-01 227.002837164346
2016-02-01 227.974119021362
2016-03-01 228.920604662527
2016-04-01 229.907631879067
2016-05-01 230.589851832403
2016-06-01 231.697364386802
2016-07-01 233.655007219497
2016-08-01 233.600665798707
2016-09-01 234.281922268738
2016-10-01 235.315531811982
2016-11-01 236.106030486963
2016-12-01 236.664298809094
2017-01-01 237.655870387879
2017-02-01 238.527203564536
2017-03-01 239.856140339765
2017-04-01 241.278036946451
2017-05-01 242.382658327625
2017-06-01 243.171545687601
2017-07-01 243.809017430261
2017-08-01 244.258691665887
2017-09-01 244.908760319693
2017-10-01 245.662697834083
2017-11-01 246.519707455668
2017-12-01 247.590995298941
2018-01-01 247.774726902422
2018-02-01 248.550962553946
2018-03-01 248.699799694863
2018-04-01 249.246979769349
2018-05-01 249.366126068626
2018-06-01 249.321743316076
2018-07-01 249.734568782778
2018-08-01 250.165876714205
2018-09-01 250.243097061794
2018-10-01 251.146009608597
2018-11-01 251.329514484576
2018-12-01 252.471737017836
2019-01-01 253.351646375605
2019-02-01 253.710986762064
2019-03-01 254.677215624931
2019-04-01 254.905660961957
2019-05-01 255.949831053081
2019-06-01 255.926095386199
2019-07-01 255.991207225054
2019-08-01 256.299452282670
2019-09-01 256.744919000441
2019-10-01 257.803352210776
2019-11-01 258.878324303453
2019-12-01 259.232705141731
2020-01-01 260.793680568916
2020-02-01 262.121344280034
2020-03-01 256.392491693784
2020-04-01 194.998814734012
2020-05-01 204.480844539349
2020-06-01 216.501634148774
2020-07-01 217.645334388179
2020-08-01 218.381350510760
2020-09-01 222.774168227828
2020-10-01 226.464434372937
2020-11-01 228.289382852883
2020-12-01 226.352105485306
2021-01-01 224.750012677796
2021-02-01 229.703995453972
2021-03-01 232.014092917597
2021-04-01 234.867039799265
2021-05-01 237.030989156102
2021-06-01 240.155801538880
2021-07-01 244.992587871306
2021-08-01 245.453964234341
2021-09-01 245.624941832622
2021-10-01 247.632539386836
2021-11-01 248.926945590973
2021-12-01 250.973170705914
2022-01-01 250.075184532537
2022-02-01 254.124489616125
2022-03-01 255.667421352388
2022-04-01 256.228176446696
2022-05-01 256.719045480280
2022-06-01 258.406071351510
2022-07-01 259.107727559411
2022-08-01 259.605821869119
2022-09-01 260.090168864259
2022-10-01 259.848102075763
2022-11-01 260.891481633700
2022-12-01 261.794367020837
2023-01-01 262.125380961349
2023-02-01 263.385403195983
2023-03-01 264.305596548502
2023-04-01 263.495907636789
2023-05-01 264.836868121111
2023-06-01 264.945898157054
2023-07-01 265.693259263625
2023-08-01 266.010763805194
2023-09-01 266.164865615870
2023-10-01 265.155367547625
2023-11-01 264.913147400153
2023-12-01 265.258753371834
2024-01-01 268.075535043681
2024-02-01 264.627542218069
2024-03-01 263.615524575747
2024-04-01 264.260700032592
2024-05-01 263.110273814113
2024-06-01 260.421797058115
2024-07-01 262.134413590764
2024-08-01 260.224028105693
2024-09-01 258.923576041164
2024-10-01 260.361696240924
2024-11-01 259.898104611324
2024-12-01 261.749434883828
2025-01-01 258.971764295514
2025-02-01 257.979654495123
2025-03-01 256.849086568506
2025-04-01 256.739418003971
2025-05-01 256.706956835013
2025-06-01 256.380141117248
2025-07-01 255.754239837058
2025-08-01 256.517284747590
2025-09-01 256.754125658568

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