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 2026-08-01 |
| Last Updated | 2026-09-18 10:56 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. 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 | 357.7475081301 |
| 1990-02-01 | 357.5381967448 |
| 1990-03-01 | 355.9128127628 |
| 1990-04-01 | 353.4652867978 |
| 1990-05-01 | 353.0789409712 |
| 1990-06-01 | 353.9884120864 |
| 1990-07-01 | 355.8016830240 |
| 1990-08-01 | 354.4919068419 |
| 1990-09-01 | 354.2106899906 |
| 1990-10-01 | 354.8878574819 |
| 1990-11-01 | 355.5872295558 |
| 1990-12-01 | 351.7700373916 |
| 1991-01-01 | 355.1855493308 |
| 1991-02-01 | 353.9140886222 |
| 1991-03-01 | 351.0855251485 |
| 1991-04-01 | 356.6599184439 |
| 1991-05-01 | 356.7511552550 |
| 1991-06-01 | 356.1675097978 |
| 1991-07-01 | 356.8254943075 |
| 1991-08-01 | 356.1763175196 |
| 1991-09-01 | 355.5422270021 |
| 1991-10-01 | 354.9312264417 |
| 1991-11-01 | 355.8116920385 |
| 1991-12-01 | 354.7343473435 |
| 1992-01-01 | 348.9417067274 |
| 1992-02-01 | 349.2944739673 |
| 1992-03-01 | 346.4633380798 |
| 1992-04-01 | 349.4262508229 |
| 1992-05-01 | 347.6039924322 |
| 1992-06-01 | 346.0778758732 |
| 1992-07-01 | 355.0284050785 |
| 1992-08-01 | 354.4296891312 |
| 1992-09-01 | 354.0087939257 |
| 1992-10-01 | 353.8168251862 |
| 1992-11-01 | 353.1699354081 |
| 1992-12-01 | 352.7386872449 |
| 1993-01-01 | 350.8772545148 |
| 1993-02-01 | 351.1546000945 |
| 1993-03-01 | 349.6076336385 |
| 1993-04-01 | 348.0836789118 |
| 1993-05-01 | 348.4347260711 |
| 1993-06-01 | 349.0221802476 |
| 1993-07-01 | 348.4072539219 |
| 1993-08-01 | 348.7510161238 |
| 1993-09-01 | 349.1434479554 |
| 1993-10-01 | 348.7172789271 |
| 1993-11-01 | 348.0527961906 |
| 1993-12-01 | 349.6558318358 |
| 1994-01-01 | 349.9277353860 |
| 1994-02-01 | 350.4126684985 |
| 1994-03-01 | 351.2278022947 |
| 1994-04-01 | 350.6611200248 |
| 1994-05-01 | 351.0607434584 |
| 1994-06-01 | 350.5792744186 |
| 1994-07-01 | 350.4525002273 |
| 1994-08-01 | 350.9652057743 |
| 1994-09-01 | 351.4454838642 |
| 1994-10-01 | 351.3665372711 |
| 1994-11-01 | 351.7064002775 |
| 1994-12-01 | 352.0415835908 |
| 1995-01-01 | 353.2821582429 |
| 1995-02-01 | 353.8396897361 |
| 1995-03-01 | 353.8707958641 |
| 1995-04-01 | 354.5359906135 |
| 1995-05-01 | 355.0220135967 |
| 1995-06-01 | 357.0416953306 |
| 1995-07-01 | 358.6316823072 |
| 1995-08-01 | 359.6657977615 |
| 1995-09-01 | 360.7905274001 |
| 1995-10-01 | 360.3371972367 |
| 1995-11-01 | 363.0647829608 |
| 1995-12-01 | 363.8990839464 |
| 1996-01-01 | 366.4600791092 |
| 1996-02-01 | 367.5327632140 |
| 1996-03-01 | 367.9076760710 |
| 1996-04-01 | 367.5592243756 |
| 1996-05-01 | 368.3047333400 |
| 1996-06-01 | 364.6158697232 |
| 1996-07-01 | 367.2877642620 |
| 1996-08-01 | 368.1778745718 |
| 1996-09-01 | 367.1608343130 |
| 1996-10-01 | 373.6189994492 |
| 1996-11-01 | 373.8385175708 |
| 1996-12-01 | 374.8296817487 |
| 1997-01-01 | 373.6798218632 |
| 1997-02-01 | 374.2858718920 |
| 1997-03-01 | 375.5313577970 |
| 1997-04-01 | 377.3732487100 |
| 1997-05-01 | 378.1087631668 |
| 1997-06-01 | 379.1965553798 |
| 1997-07-01 | 376.8346612059 |
| 1997-08-01 | 378.5256739686 |
| 1997-09-01 | 378.1904558285 |
| 1997-10-01 | 379.1269030110 |
| 1997-11-01 | 378.0674765308 |
| 1997-12-01 | 378.8547662414 |
| 1998-01-01 | 380.4889490479 |
| 1998-02-01 | 380.0458866321 |
| 1998-03-01 | 380.7061315641 |
| 1998-04-01 | 381.6832995148 |
| 1998-05-01 | 383.9831266276 |
| 1998-06-01 | 384.5507831769 |
| 1998-07-01 | 384.9129857381 |
| 1998-08-01 | 386.4594803368 |
| 1998-09-01 | 386.5149139962 |
| 1998-10-01 | 385.8303173471 |
| 1998-11-01 | 386.8875004339 |
| 1998-12-01 | 387.6468332669 |
| 1999-01-01 | 388.0444854301 |
| 1999-02-01 | 389.7730364827 |
| 1999-03-01 | 389.8361725324 |
| 1999-04-01 | 388.6345127785 |
| 1999-05-01 | 388.6699535545 |
| 1999-06-01 | 388.1063046198 |
| 1999-07-01 | 389.9374549883 |
| 1999-08-01 | 388.7556121156 |
| 1999-09-01 | 390.2583529584 |
| 1999-10-01 | 391.6923436369 |
| 1999-11-01 | 392.6251787402 |
| 1999-12-01 | 393.0989829554 |
| 2000-01-01 | 392.4651063357 |
| 2000-02-01 | 394.1993384833 |
| 2000-03-01 | 394.2762468943 |
| 2000-04-01 | 395.3497863353 |
| 2000-05-01 | 395.0378684349 |
| 2000-06-01 | 395.9428228266 |
| 2000-07-01 | 399.2270217288 |
| 2000-08-01 | 401.2143260092 |
| 2000-09-01 | 402.9926508097 |
| 2000-10-01 | 399.1454635497 |
| 2000-11-01 | 400.5287056040 |
| 2000-12-01 | 402.2832149374 |
| 2001-01-01 | 404.7107896380 |
| 2001-02-01 | 405.7874583151 |
| 2001-03-01 | 406.5412437512 |
| 2001-04-01 | 406.6249778922 |
| 2001-05-01 | 407.8930562993 |
| 2001-06-01 | 407.9058348375 |
| 2001-07-01 | 407.3053577669 |
| 2001-08-01 | 406.9189943709 |
| 2001-09-01 | 406.0701555844 |
| 2001-10-01 | 407.9911472821 |
| 2001-11-01 | 408.6588044896 |
| 2001-12-01 | 406.4700021062 |
| 2002-01-01 | 408.3151871071 |
| 2002-02-01 | 407.7073764191 |
| 2002-03-01 | 407.4004856103 |
| 2002-04-01 | 410.8038383819 |
| 2002-05-01 | 413.8508102308 |
| 2002-06-01 | 413.2320240713 |
| 2002-07-01 | 411.7592682098 |
| 2002-08-01 | 413.1922924590 |
| 2002-09-01 | 414.0351235999 |
| 2002-10-01 | 414.4845781486 |
| 2002-11-01 | 415.6406635967 |
| 2002-12-01 | 416.6288654161 |
| 2003-01-01 | 417.5571648769 |
| 2003-02-01 | 417.8698116512 |
| 2003-03-01 | 418.6171214441 |
| 2003-04-01 | 419.9485884969 |
| 2003-05-01 | 421.1593124236 |
| 2003-06-01 | 422.5031685939 |
| 2003-07-01 | 423.4269782155 |
| 2003-08-01 | 425.0072724448 |
| 2003-09-01 | 426.2276773514 |
| 2003-10-01 | 427.1836508238 |
| 2003-11-01 | 428.8202476151 |
| 2003-12-01 | 430.4334284933 |
| 2004-01-01 | 432.9480357858 |
| 2004-02-01 | 434.8126663205 |
| 2004-03-01 | 434.4560224747 |
| 2004-04-01 | 431.5333784980 |
| 2004-05-01 | 433.9126643242 |
| 2004-06-01 | 432.5952150397 |
| 2004-07-01 | 437.2425072308 |
| 2004-08-01 | 437.6200393236 |
| 2004-09-01 | 438.4591649196 |
| 2004-10-01 | 439.8139005694 |
| 2004-11-01 | 440.1725474832 |
| 2004-12-01 | 441.6870425320 |
| 2005-01-01 | 439.6234269368 |
| 2005-02-01 | 440.3562142292 |
| 2005-03-01 | 442.3305777654 |
| 2005-04-01 | 444.2438725437 |
| 2005-05-01 | 443.9184257090 |
| 2005-06-01 | 445.1287643191 |
| 2005-07-01 | 445.8250083497 |
| 2005-08-01 | 445.5289661103 |
| 2005-09-01 | 446.9485493002 |
| 2005-10-01 | 447.0589895449 |
| 2005-11-01 | 448.2590635174 |
| 2005-12-01 | 450.5345490664 |
| 2006-01-01 | 451.8021535611 |
| 2006-02-01 | 454.1444855555 |
| 2006-03-01 | 454.7942204561 |
| 2006-04-01 | 454.9459260250 |
| 2006-05-01 | 456.6502103530 |
| 2006-06-01 | 457.4703770072 |
| 2006-07-01 | 456.5267672032 |
| 2006-08-01 | 458.4913604091 |
| 2006-09-01 | 458.8467975601 |
| 2006-10-01 | 460.5306833034 |
| 2006-11-01 | 461.6451424645 |
| 2006-12-01 | 463.0954055340 |
| 2007-01-01 | 462.6863911471 |
| 2007-02-01 | 462.8201704528 |
| 2007-03-01 | 464.5292369054 |
| 2007-04-01 | 465.2392841737 |
| 2007-05-01 | 465.5562687362 |
| 2007-06-01 | 466.6596746980 |
| 2007-07-01 | 467.6824478380 |
| 2007-08-01 | 468.6491675283 |
| 2007-09-01 | 469.8139123637 |
| 2007-10-01 | 471.1051739049 |
| 2007-11-01 | 471.8760783223 |
| 2007-12-01 | 472.0928462222 |
| 2008-01-01 | 473.3150710349 |
| 2008-02-01 | 474.4361525547 |
| 2008-03-01 | 475.3034130399 |
| 2008-04-01 | 475.9984977825 |
| 2008-05-01 | 474.5849891652 |
| 2008-06-01 | 475.8121984718 |
| 2008-07-01 | 475.5614984979 |
| 2008-08-01 | 475.0016877517 |
| 2008-09-01 | 472.0609504303 |
| 2008-10-01 | 470.6499843870 |
| 2008-11-01 | 468.1254162015 |
| 2008-12-01 | 466.3079854301 |
| 2009-01-01 | 463.3693000401 |
| 2009-02-01 | 460.4180157843 |
| 2009-03-01 | 457.8816598407 |
| 2009-04-01 | 453.5624940583 |
| 2009-05-01 | 455.3853002346 |
| 2009-06-01 | 453.5969614877 |
| 2009-07-01 | 452.7257082546 |
| 2009-08-01 | 451.3338054721 |
| 2009-09-01 | 451.6399180719 |
| 2009-10-01 | 453.6494300838 |
| 2009-11-01 | 450.7100636601 |
| 2009-12-01 | 450.3997718328 |
| 2010-01-01 | 449.8815742404 |
| 2010-02-01 | 449.9972349438 |
| 2010-03-01 | 449.8341184721 |
| 2010-04-01 | 452.8071040419 |
| 2010-05-01 | 453.0079937572 |
| 2010-06-01 | 454.6497411036 |
| 2010-07-01 | 455.5313767946 |
| 2010-08-01 | 456.3826205319 |
| 2010-09-01 | 457.5565951010 |
| 2010-10-01 | 457.7475686710 |
| 2010-11-01 | 457.2170736438 |
| 2010-12-01 | 459.8853435506 |
| 2011-01-01 | 462.1913007219 |
| 2011-02-01 | 463.3364110878 |
| 2011-03-01 | 463.5008685923 |
| 2011-04-01 | 464.0397077929 |
| 2011-05-01 | 464.7258921352 |
| 2011-06-01 | 464.7008611568 |
| 2011-07-01 | 466.5736185088 |
| 2011-08-01 | 468.4918426230 |
| 2011-09-01 | 472.6627897899 |
| 2011-10-01 | 471.7140882104 |
| 2011-11-01 | 474.5272962944 |
| 2011-12-01 | 474.7683158623 |
| 2012-01-01 | 478.2388721476 |
| 2012-02-01 | 479.3442648244 |
| 2012-03-01 | 481.6975934369 |
| 2012-04-01 | 485.3130727192 |
| 2012-05-01 | 487.7453576168 |
| 2012-06-01 | 491.2404171971 |
| 2012-07-01 | 490.1020221655 |
| 2012-08-01 | 492.8240345402 |
| 2012-09-01 | 494.9776370529 |
| 2012-10-01 | 496.4300995839 |
| 2012-11-01 | 499.2049173845 |
| 2012-12-01 | 501.8451863921 |
| 2013-01-01 | 503.1125255727 |
| 2013-02-01 | 505.5683342804 |
| 2013-03-01 | 507.5697532758 |
| 2013-04-01 | 509.4500587579 |
| 2013-05-01 | 512.9418453535 |
| 2013-06-01 | 516.5348336449 |
| 2013-07-01 | 518.2578662097 |
| 2013-08-01 | 518.9281657127 |
| 2013-09-01 | 520.7752037299 |
| 2013-10-01 | 522.8767510366 |
| 2013-11-01 | 525.5563281435 |
| 2013-12-01 | 527.8287495927 |
| 2014-01-01 | 531.3100655374 |
| 2014-02-01 | 534.0662655522 |
| 2014-03-01 | 536.2536974592 |
| 2014-04-01 | 535.6222645043 |
| 2014-05-01 | 539.3657366267 |
| 2014-06-01 | 540.3816531849 |
| 2014-07-01 | 542.4953567107 |
| 2014-08-01 | 545.6212324181 |
| 2014-09-01 | 546.7191248805 |
| 2014-10-01 | 548.0686555135 |
| 2014-11-01 | 550.3779111044 |
| 2014-12-01 | 551.2672520701 |
| 2015-01-01 | 554.6250527917 |
| 2015-02-01 | 557.5757676562 |
| 2015-03-01 | 558.6358938061 |
| 2015-04-01 | 559.3337843573 |
| 2015-05-01 | 561.4500012364 |
| 2015-06-01 | 563.6850238428 |
| 2015-07-01 | 568.7799320034 |
| 2015-08-01 | 569.5831049708 |
| 2015-09-01 | 571.6657645845 |
| 2015-10-01 | 575.5731832274 |
| 2015-11-01 | 576.2519071968 |
| 2015-12-01 | 579.4382374972 |
| 2016-01-01 | 581.2197769802 |
| 2016-02-01 | 583.3936761919 |
| 2016-03-01 | 583.7013938179 |
| 2016-04-01 | 586.2803640554 |
| 2016-05-01 | 586.7060924855 |
| 2016-06-01 | 588.2955675324 |
| 2016-07-01 | 590.0343006445 |
| 2016-08-01 | 591.5470622727 |
| 2016-09-01 | 594.8756678001 |
| 2016-10-01 | 595.4107090740 |
| 2016-11-01 | 596.5628786913 |
| 2016-12-01 | 597.4668305788 |
| 2017-01-01 | 598.7814726119 |
| 2017-02-01 | 599.9219623768 |
| 2017-03-01 | 603.0457944669 |
| 2017-04-01 | 604.1833958312 |
| 2017-05-01 | 605.4651062170 |
| 2017-06-01 | 607.3150830105 |
| 2017-07-01 | 608.9788957387 |
| 2017-08-01 | 609.3797689976 |
| 2017-09-01 | 609.8863406340 |
| 2017-10-01 | 610.6939887141 |
| 2017-11-01 | 611.6565480721 |
| 2017-12-01 | 613.0106027494 |
| 2018-01-01 | 613.2902455244 |
| 2018-02-01 | 614.5283135048 |
| 2018-03-01 | 614.2888717151 |
| 2018-04-01 | 616.1937686509 |
| 2018-05-01 | 616.4610085681 |
| 2018-06-01 | 616.0019868042 |
| 2018-07-01 | 616.2865176721 |
| 2018-08-01 | 617.5489425232 |
| 2018-09-01 | 617.4469633720 |
| 2018-10-01 | 618.1810086074 |
| 2018-11-01 | 618.8147662273 |
| 2018-12-01 | 620.2289222864 |
| 2019-01-01 | 620.6449033354 |
| 2019-02-01 | 622.6535859191 |
| 2019-03-01 | 623.6563663707 |
| 2019-04-01 | 623.2409756423 |
| 2019-05-01 | 624.6073969183 |
| 2019-06-01 | 624.5506398450 |
| 2019-07-01 | 622.9614318080 |
| 2019-08-01 | 623.1630670319 |
| 2019-09-01 | 625.2886313495 |
| 2019-10-01 | 627.6145341780 |
| 2019-11-01 | 628.8557746540 |
| 2019-12-01 | 629.0771165457 |
| 2020-01-01 | 630.8262687253 |
| 2020-02-01 | 632.3727894742 |
| 2020-03-01 | 608.4473610708 |
| 2020-04-01 | 336.8444772609 |
| 2020-05-01 | 355.3986853867 |
| 2020-06-01 | 415.2419829029 |
| 2020-07-01 | 410.5050419273 |
| 2020-08-01 | 414.1695185354 |
| 2020-09-01 | 429.6691536560 |
| 2020-10-01 | 446.4469770989 |
| 2020-11-01 | 452.5279715212 |
| 2020-12-01 | 410.1745695821 |
| 2021-01-01 | 389.6101240668 |
| 2021-02-01 | 440.0258471631 |
| 2021-03-01 | 454.6365603531 |
| 2021-04-01 | 480.2137453864 |
| 2021-05-01 | 494.7615359816 |
| 2021-06-01 | 511.2611395713 |
| 2021-07-01 | 535.5068767837 |
| 2021-08-01 | 543.1234810189 |
| 2021-09-01 | 549.2484642534 |
| 2021-10-01 | 557.8437574434 |
| 2021-11-01 | 562.5411495637 |
| 2021-12-01 | 568.2827648935 |
| 2022-01-01 | 564.9024377581 |
| 2022-02-01 | 575.7771261513 |
| 2022-03-01 | 579.3756088735 |
| 2022-04-01 | 582.7563714961 |
| 2022-05-01 | 585.5701555893 |
| 2022-06-01 | 590.3854602505 |
| 2022-07-01 | 593.7085244771 |
| 2022-08-01 | 595.4731867339 |
| 2022-09-01 | 598.9289219710 |
| 2022-10-01 | 599.0523838191 |
| 2022-11-01 | 602.6387844496 |
| 2022-12-01 | 603.1170423787 |
| 2023-01-01 | 605.5618926559 |
| 2023-02-01 | 609.1498829784 |
| 2023-03-01 | 612.1044029196 |
| 2023-04-01 | 609.0765512895 |
| 2023-05-01 | 612.2215082192 |
| 2023-06-01 | 613.6051784014 |
| 2023-07-01 | 615.1050787575 |
| 2023-08-01 | 617.0635993640 |
| 2023-09-01 | 618.1708980215 |
| 2023-10-01 | 616.1511196469 |
| 2023-11-01 | 616.6561006663 |
| 2023-12-01 | 617.4914347839 |
| 2024-01-01 | 619.9135548048 |
| 2024-02-01 | 615.3322648385 |
| 2024-03-01 | 612.7403772429 |
| 2024-04-01 | 612.2780633409 |
| 2024-05-01 | 610.8314915114 |
| 2024-06-01 | 608.9889200124 |
| 2024-07-01 | 610.4000019411 |
| 2024-08-01 | 609.0623806334 |
| 2024-09-01 | 610.4054036887 |
| 2024-10-01 | 613.1570388410 |
| 2024-11-01 | 612.4788564451 |
| 2024-12-01 | 611.1734420850 |
| 2025-01-01 | 607.3417343272 |
| 2025-02-01 | 606.7277993225 |
| 2025-03-01 | 608.6449161154 |
| 2025-04-01 | 610.4455613184 |
| 2025-05-01 | 611.2508826861 |
| 2025-06-01 | 609.0453184170 |
| 2025-07-01 | 605.8083091222 |
| 2025-08-01 | 609.8571640391 |
| 2025-09-01 | 607.9834062178 |
| 2025-10-01 | 609.9146680028 |
| 2025-11-01 | 611.2110105120 |
| 2025-12-01 | 613.6887898685 |
| 2026-01-01 | 621.4213280762 |
| 2026-02-01 | 620.5610983047 |
| 2026-03-01 | 618.8503564623 |
| 2026-04-01 | 620.0512210878 |
| 2026-05-01 | 621.3220580514 |
| 2026-06-01 | 624.1536820215 |
| 2026-07-01 | 622.6273597388 |
| 2026-08-01 | 623.7581305410 |