Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality: Accommodation and Food Services in Los Angeles-Long Beach-Anaheim, CA (MSA)

Title All Employees: Leisure and Hospitality: Accommodation and Food Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
Series ID SMU06310807072000001SA
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 2024-11-01
Last Updated 2024-12-21 7:08 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
1990-01-01 353.94411415141900
1990-02-01 353.43767891579000
1990-03-01 353.24450744863400
1990-04-01 352.38824195285105
1990-05-01 351.40807661883800
1990-06-01 352.47273547838900
1990-07-01 353.91947518108805
1990-08-01 352.53569384997600
1990-09-01 352.29408164877196
1990-10-01 352.99303070923696
1990-11-01 353.71791367463600
1990-12-01 350.18879980069000
1991-01-01 351.29093311787800
1991-02-01 349.80950132765196
1991-03-01 348.25905153857200
1991-04-01 355.26477193306295
1991-05-01 354.85208629999494
1991-06-01 354.30414649562700
1991-07-01 354.70958378561403
1991-08-01 353.96215791912700
1991-09-01 353.36854832877700
1991-10-01 352.77970198032500
1991-11-01 353.78806575717700
1991-12-01 352.83369870920500
1992-01-01 345.12684257189795
1992-02-01 345.38856093902200
1992-03-01 343.51614899660600
1992-04-01 347.67404987939400
1992-05-01 345.33360255295196
1992-06-01 343.80369755731397
1992-07-01 352.52330096901600
1992-08-01 351.90878330623400
1992-09-01 351.44925060054500
1992-10-01 351.28844597453696
1992-11-01 350.77665213251900
1992-12-01 350.64732013160100
1993-01-01 347.25879478169300
1993-02-01 347.26353592123400
1993-03-01 346.44109545115896
1993-04-01 345.81572605745500
1993-05-01 345.87654267606797
1993-06-01 346.51790818820297
1993-07-01 345.56427763500295
1993-08-01 345.93581389895400
1993-09-01 346.42528813475700
1993-10-01 346.12358624857800
1993-11-01 345.55368665245300
1993-12-01 347.52744205961403
1994-01-01 346.51393474730500
1994-02-01 346.99644316503196
1994-03-01 348.18266403329800
1994-04-01 348.11430541832100
1994-05-01 348.18486429067000
1994-06-01 347.77541701247400
1994-07-01 347.39140431845500
1994-08-01 347.73714392744006
1994-09-01 348.58279206515100
1994-10-01 348.52528209280900
1994-11-01 349.01722891794400
1994-12-01 349.57625219945800
1995-01-01 350.11118385858900
1995-02-01 350.71496209963203
1995-03-01 350.82261454508100
1995-04-01 351.63220433765800
1995-05-01 352.04455285542700
1995-06-01 354.07793175202700
1995-07-01 355.50707426569400
1995-08-01 356.28482932081903
1995-09-01 357.92618818561400
1995-10-01 357.38243791279297
1995-11-01 360.41125040752500
1995-12-01 361.30693879787600
1996-01-01 363.50897118961700
1996-02-01 364.49874951552700
1996-03-01 364.84031509811900
1996-04-01 364.51257839188000
1996-05-01 365.25651622975900
1996-06-01 361.75136877187697
1996-07-01 364.07628283333196
1996-08-01 364.69317170551100
1996-09-01 364.20937468465500
1996-10-01 370.65228084947200
1996-11-01 371.24810443317494
1996-12-01 372.19636831556295
1997-01-01 370.81095471395800
1997-02-01 371.36440801183096
1997-03-01 372.47443143059405
1997-04-01 374.22085719110703
1997-05-01 375.05935139187700
1997-06-01 376.43390203703000
1997-07-01 373.81041472749800
1997-08-01 375.28635654609700
1997-09-01 375.30443655795700
1997-10-01 376.23194054604300
1997-11-01 375.23552694554400
1997-12-01 376.04284081785596
1998-01-01 377.55545152023694
1998-02-01 377.09961997230903
1998-03-01 377.65010157561600
1998-04-01 378.67096287892196
1998-05-01 381.14900952661300
1998-06-01 381.93633136790300
1998-07-01 382.14018733306506
1998-08-01 383.67388943185796
1998-09-01 383.86300914371500
1998-10-01 383.07212062620397
1998-11-01 384.13131983664900
1998-12-01 384.86106957688200
1999-01-01 385.31851455208300
1999-02-01 387.00836650911200
1999-03-01 387.09906876848300
1999-04-01 385.89204809287400
1999-05-01 385.98849867175795
1999-06-01 385.60061408853900
1999-07-01 387.33355441577900
1999-08-01 386.24700120325105
1999-09-01 387.63196805128604
1999-10-01 388.86535408386396
1999-11-01 389.66154073501300
1999-12-01 390.17272437748800
2000-01-01 389.67805748922900
2000-02-01 391.46470447370200
2000-03-01 391.59412293303800
2000-04-01 392.68282489908796
2000-05-01 392.37839285013700
2000-06-01 393.42413303772000
2000-07-01 396.58968156827905
2000-08-01 398.96435831921900
2000-09-01 400.43720719448095
2000-10-01 396.26623323453900
2000-11-01 397.47102595231905
2000-12-01 399.30394922947500
2001-01-01 401.93099322804800
2001-02-01 403.14402395631200
2001-03-01 404.03124555512100
2001-04-01 403.98497873753700
2001-05-01 405.15799575745300
2001-06-01 405.18501368838600
2001-07-01 404.53225165008104
2001-08-01 404.57234152620794
2001-09-01 403.49794424082000
2001-10-01 405.11739148041100
2001-11-01 405.53713967999300
2001-12-01 403.43456179618300
2002-01-01 405.38213234791704
2002-02-01 404.89236069455300
2002-03-01 404.87571057452300
2002-04-01 407.94122408292000
2002-05-01 410.76950937240997
2002-06-01 410.20939446554496
2002-07-01 408.54979928819000
2002-08-01 410.38978332133905
2002-09-01 411.10131555913800
2002-10-01 411.47037493997595
2002-11-01 412.56151288669300
2002-12-01 413.59581179676104
2003-01-01 414.80041572941200
2003-02-01 415.28983053164103
2003-03-01 416.23918757337800
2003-04-01 417.13383680674600
2003-05-01 418.12274787430704
2003-06-01 419.57354520552803
2003-07-01 420.36640799536497
2003-08-01 422.35267325513200
2003-09-01 423.55800679783600
2003-10-01 424.44724341062204
2003-11-01 426.09874029479300
2003-12-01 427.71912457100700
2004-01-01 430.34137335450800
2004-02-01 432.40911186683800
2004-03-01 432.29350604449100
2004-04-01 428.77255376424796
2004-05-01 430.72213276650496
2004-06-01 429.58980692114600
2004-07-01 434.03714152972600
2004-08-01 434.72993297418600
2004-09-01 435.56219218948600
2004-10-01 436.93794075043000
2004-11-01 437.36711602194100
2004-12-01 438.85164970618600
2005-01-01 436.83472377257100
2005-02-01 437.85578864179400
2005-03-01 439.92169528412694
2005-04-01 441.25643645155503
2005-05-01 440.61939241868200
2005-06-01 441.98520599349100
2005-07-01 442.46517773718500
2005-08-01 442.50454739982695
2005-09-01 443.96998929173105
2005-10-01 444.21820621271700
2005-11-01 445.48749914579200
2005-12-01 447.71040214222700
2006-01-01 448.98347867689400
2006-02-01 451.47998641503800
2006-03-01 452.23577061122300
2006-04-01 451.86926089678497
2006-05-01 453.35188570934196
2006-06-01 454.25490703065500
2006-07-01 453.28993044980300
2006-08-01 455.46378321921800
2006-09-01 455.97660460578794
2006-10-01 457.69908863768300
2006-11-01 458.75714581961097
2006-12-01 460.23531824274400
2007-01-01 459.73403877142897
2007-02-01 460.06477610227097
2007-03-01 461.61203737704597
2007-04-01 462.19161589665003
2007-05-01 462.37309097080500
2007-06-01 463.52808684347900
2007-07-01 464.42132171179804
2007-08-01 465.45934170051500
2007-09-01 466.65550545534600
2007-10-01 467.95960687420194
2007-11-01 468.78272495156200
2007-12-01 468.88927196882600
2008-01-01 470.12656386365404
2008-02-01 471.27390258700797
2008-03-01 472.25492239862900
2008-04-01 472.77618847803800
2008-05-01 471.41119402028100
2008-06-01 472.75409385311800
2008-07-01 472.47332139043400
2008-08-01 471.84448321686700
2008-09-01 468.99011656811100
2008-10-01 467.59156818254300
2008-11-01 465.10977975138700
2008-12-01 463.39460895307300
2009-01-01 460.36086209514000
2009-02-01 457.37332384545800
2009-03-01 454.80350454422205
2009-04-01 450.44286456205200
2009-05-01 452.33262281939200
2009-06-01 450.47858390387800
2009-07-01 449.58835980775495
2009-08-01 448.19872310793200
2009-09-01 448.65244697747800
2009-10-01 450.69674663902700
2009-11-01 447.90248481063000
2009-12-01 447.48844983488704
2010-01-01 446.84966469135600
2010-02-01 447.00047580017100
2010-03-01 446.84270456338305
2010-04-01 449.87838149719397
2010-05-01 449.97008495013600
2010-06-01 451.54160462491797
2010-07-01 452.42548642018900
2010-08-01 453.27165720585800
2010-09-01 454.44929357331495
2010-10-01 454.80877633208500
2010-11-01 454.29162652123400
2010-12-01 456.89372125237100
2011-01-01 459.25304247754800
2011-02-01 460.42045062497704
2011-03-01 460.59404019638396
2011-04-01 461.10629626533404
2011-05-01 461.69722267207100
2011-06-01 461.69053131955000
2011-07-01 463.67217021089897
2011-08-01 465.50211232451900
2011-09-01 469.64448186305100
2011-10-01 468.87401703614700
2011-11-01 471.70180808272300
2011-12-01 471.79065021601100
2012-01-01 475.20391395542396
2012-02-01 476.31149539396900
2012-03-01 478.68341419538905
2012-04-01 482.28078621614400
2012-05-01 484.72309700349200
2012-06-01 488.22801812782900
2012-07-01 487.09386370217900
2012-08-01 489.84559130801904
2012-09-01 492.04833610890097
2012-10-01 493.51399311300696
2012-11-01 496.24106955813903
2012-12-01 498.98362726121695
2013-01-01 500.29212752610200
2013-02-01 502.73481625015200
2013-03-01 504.75247566611000
2013-04-01 506.52187831338205
2013-05-01 510.02087983264397
2013-06-01 513.61735619825990
2013-07-01 515.34382829003700
2013-08-01 515.92950392105000
2013-09-01 517.86358326559400
2013-10-01 520.07641824338000
2013-11-01 522.66535972125300
2013-12-01 524.96506537808700
2014-01-01 528.30774509894400
2014-02-01 531.03829448995300
2014-03-01 533.33510450071400
2014-04-01 532.69706863513810
2014-05-01 536.55166447401800
2014-06-01 537.56188055232100
2014-07-01 539.66935439950000
2014-08-01 542.80000144904100
2014-09-01 543.93344721186410
2014-10-01 545.38103546491990
2014-11-01 547.54979382847300
2014-12-01 548.39972519325700
2015-01-01 551.73887697823100
2015-02-01 554.76563114895100
2015-03-01 555.70010569415600
2015-04-01 556.51222259675000
2015-05-01 558.65345602712900
2015-06-01 560.97268753971900
2015-07-01 565.94411426158400
2015-08-01 566.73848778652700
2015-09-01 568.90990629865100
2015-10-01 572.96400132163200
2015-11-01 573.43010449627000
2015-12-01 576.67173048365410
2016-01-01 578.42925499809890
2016-02-01 580.58391204799200
2016-03-01 580.83849624866500
2016-04-01 583.54327491180610
2016-05-01 583.89799328619900
2016-06-01 585.68134089742000
2016-07-01 587.29987491407300
2016-08-01 588.83978555885000
2016-09-01 592.15082326336700
2016-10-01 592.71111984903000
2016-11-01 593.84857415296300
2016-12-01 594.71994960279600
2017-01-01 595.97637635936200
2017-02-01 597.09412812933000
2017-03-01 600.18682269220490
2017-04-01 601.43329371955700
2017-05-01 602.62378385067390
2017-06-01 604.81658429249600
2017-07-01 606.28949127546900
2017-08-01 606.54729486247300
2017-09-01 607.18538466402300
2017-10-01 608.09562789581500
2017-11-01 609.08985494564900
2017-12-01 610.30629430314400
2018-01-01 610.58859689680100
2018-02-01 611.62451273863200
2018-03-01 611.37096324733500
2018-04-01 613.41864965286200
2018-05-01 613.57907265629700
2018-06-01 613.63932096370900
2018-07-01 613.77536962803200
2018-08-01 614.80148279304600
2018-09-01 614.89624128782200
2018-10-01 615.60387903857800
2018-11-01 616.09191550760810
2018-12-01 617.54026388042600
2019-01-01 618.00599902638200
2019-02-01 619.74467861350600
2019-03-01 620.45029060547300
2019-04-01 620.53315347857800
2019-05-01 621.51293664534500
2019-06-01 622.32770806805900
2019-07-01 620.52950632802300
2019-08-01 620.67922876654700
2019-09-01 623.26321771476700
2019-10-01 625.44971301895400
2019-11-01 626.71316472747400
2019-12-01 626.82089950092200
2020-01-01 628.66219398219700
2020-02-01 629.73608136706500
2020-03-01 605.57214536877000
2020-04-01 334.46187540902200
2020-05-01 354.30597405455600
2020-06-01 415.02474757025703
2020-07-01 409.41798256652000
2020-08-01 414.23259170693900
2020-09-01 429.90297108417997
2020-10-01 445.76897117517700
2020-11-01 451.73238164446500
2020-12-01 408.98481202733400
2021-01-01 389.68572256779197
2021-02-01 438.69520866788400
2021-03-01 452.77382631901395
2021-04-01 479.20654928819100
2021-05-01 492.77662781301103
2021-06-01 510.05059023142800
2021-07-01 534.46970999399590
2021-08-01 542.05145148026910
2021-09-01 548.58789164008310
2021-10-01 556.50415405650800
2021-11-01 561.38249862446090
2021-12-01 567.18645037409900
2022-01-01 563.72278050809700
2022-02-01 573.70091897216900
2022-03-01 576.87818152202600
2022-04-01 581.62250940883010
2022-05-01 583.12028436478200
2022-06-01 588.38271421761700
2022-07-01 591.98839725871100
2022-08-01 593.98398928433500
2022-09-01 597.94339937114600
2022-10-01 597.40687852797500
2022-11-01 601.27669443657200
2022-12-01 601.80044449378600
2023-01-01 604.01151710960200
2023-02-01 606.61797057593100
2023-03-01 608.99106196222500
2023-04-01 608.17381480630800
2023-05-01 609.65886207960600
2023-06-01 610.75627016074500
2023-07-01 610.41873273698200
2023-08-01 612.43451485347400
2023-09-01 613.52316164939910
2023-10-01 615.56643231434190
2023-11-01 618.77062055295600
2023-12-01 619.03642480135000
2024-01-01 619.62622357282410
2024-02-01 621.23350746487700
2024-03-01 619.51667663028000
2024-04-01 622.79995011891700
2024-05-01 623.97973593138100
2024-06-01 623.86468624415400
2024-07-01 625.46757744175100
2024-08-01 625.14277770115000
2024-09-01 623.68839138894300
2024-10-01 624.45015075890100
2024-11-01 621.25161969516800

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