Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Administrative and Support Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806056100001SA |
| 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 2026-03-01 |
| Last Updated | 2026-05-07 11:38 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 | 293.116233635618 |
| 1990-02-01 | 294.562038303996 |
| 1990-03-01 | 295.969068681802 |
| 1990-04-01 | 290.523652733840 |
| 1990-05-01 | 292.511237998836 |
| 1990-06-01 | 289.828951219006 |
| 1990-07-01 | 286.357843684660 |
| 1990-08-01 | 286.122207742653 |
| 1990-09-01 | 284.741483808447 |
| 1990-10-01 | 281.415164014828 |
| 1990-11-01 | 281.092267357338 |
| 1990-12-01 | 278.700146564670 |
| 1991-01-01 | 274.795293094896 |
| 1991-02-01 | 272.071049902436 |
| 1991-03-01 | 267.456997948586 |
| 1991-04-01 | 265.251168272290 |
| 1991-05-01 | 262.803343803650 |
| 1991-06-01 | 261.140879585263 |
| 1991-07-01 | 261.031487683934 |
| 1991-08-01 | 260.348966012016 |
| 1991-09-01 | 260.211301052885 |
| 1991-10-01 | 259.491506279106 |
| 1991-11-01 | 258.824835025776 |
| 1991-12-01 | 258.487277337595 |
| 1992-01-01 | 255.786442619344 |
| 1992-02-01 | 255.421778883973 |
| 1992-03-01 | 257.473277858054 |
| 1992-04-01 | 260.576504299767 |
| 1992-05-01 | 261.251700541058 |
| 1992-06-01 | 262.735177641677 |
| 1992-07-01 | 264.708772541013 |
| 1992-08-01 | 264.835970129405 |
| 1992-09-01 | 265.876969742068 |
| 1992-10-01 | 268.672410202307 |
| 1992-11-01 | 269.043930391264 |
| 1992-12-01 | 269.685343713980 |
| 1993-01-01 | 282.668835292588 |
| 1993-02-01 | 282.597180848487 |
| 1993-03-01 | 282.360850040822 |
| 1993-04-01 | 280.907721424849 |
| 1993-05-01 | 282.450109162539 |
| 1993-06-01 | 283.407902988394 |
| 1993-07-01 | 286.652125960221 |
| 1993-08-01 | 288.531587055777 |
| 1993-09-01 | 288.962416172931 |
| 1993-10-01 | 271.633226205016 |
| 1993-11-01 | 272.535836059254 |
| 1993-12-01 | 275.404829077467 |
| 1994-01-01 | 283.736405269535 |
| 1994-02-01 | 288.833012117116 |
| 1994-03-01 | 290.920849727247 |
| 1994-04-01 | 288.125132376675 |
| 1994-05-01 | 288.884813326739 |
| 1994-06-01 | 289.303010253933 |
| 1994-07-01 | 289.063196045193 |
| 1994-08-01 | 289.959527034318 |
| 1994-09-01 | 293.117524868511 |
| 1994-10-01 | 295.497001214860 |
| 1994-11-01 | 298.865892236373 |
| 1994-12-01 | 301.518612857091 |
| 1995-01-01 | 300.249495366374 |
| 1995-02-01 | 305.755890431783 |
| 1995-03-01 | 305.725817850378 |
| 1995-04-01 | 309.587462105183 |
| 1995-05-01 | 311.602017329418 |
| 1995-06-01 | 313.068790275322 |
| 1995-07-01 | 305.492820356621 |
| 1995-08-01 | 311.554336037313 |
| 1995-09-01 | 312.182349182922 |
| 1995-10-01 | 307.957845034166 |
| 1995-11-01 | 312.497304442577 |
| 1995-12-01 | 311.214280648464 |
| 1996-01-01 | 315.020913735081 |
| 1996-02-01 | 313.952890771344 |
| 1996-03-01 | 317.216906600835 |
| 1996-04-01 | 317.791406501359 |
| 1996-05-01 | 320.263144490527 |
| 1996-06-01 | 322.426178866486 |
| 1996-07-01 | 324.510140294322 |
| 1996-08-01 | 324.525643310229 |
| 1996-09-01 | 326.330057170736 |
| 1996-10-01 | 330.475832540319 |
| 1996-11-01 | 331.935963017499 |
| 1996-12-01 | 335.116269569072 |
| 1997-01-01 | 324.259264167563 |
| 1997-02-01 | 325.480423183458 |
| 1997-03-01 | 328.417450878512 |
| 1997-04-01 | 331.947864267732 |
| 1997-05-01 | 333.510145082588 |
| 1997-06-01 | 337.333160610833 |
| 1997-07-01 | 339.227082568801 |
| 1997-08-01 | 343.617484900731 |
| 1997-09-01 | 345.504122202390 |
| 1997-10-01 | 348.067418536162 |
| 1997-11-01 | 350.759906625164 |
| 1997-12-01 | 352.893960194958 |
| 1998-01-01 | 353.838274795068 |
| 1998-02-01 | 356.597544114590 |
| 1998-03-01 | 355.760813082516 |
| 1998-04-01 | 356.078475448559 |
| 1998-05-01 | 362.100929825419 |
| 1998-06-01 | 361.018349108706 |
| 1998-07-01 | 362.743553565127 |
| 1998-08-01 | 367.458299408939 |
| 1998-09-01 | 365.721287627073 |
| 1998-10-01 | 365.178225780370 |
| 1998-11-01 | 365.465754625536 |
| 1998-12-01 | 366.915140896008 |
| 1999-01-01 | 348.601973457043 |
| 1999-02-01 | 350.428836529556 |
| 1999-03-01 | 354.188830009730 |
| 1999-04-01 | 368.427668935684 |
| 1999-05-01 | 369.489313229957 |
| 1999-06-01 | 371.205727212740 |
| 1999-07-01 | 372.333806491561 |
| 1999-08-01 | 373.756309645757 |
| 1999-09-01 | 376.718855922961 |
| 1999-10-01 | 377.932991642571 |
| 1999-11-01 | 382.657677211171 |
| 1999-12-01 | 386.323316631483 |
| 2000-01-01 | 375.405736730599 |
| 2000-02-01 | 377.340088332321 |
| 2000-03-01 | 378.856895577297 |
| 2000-04-01 | 384.556113356931 |
| 2000-05-01 | 381.915864255154 |
| 2000-06-01 | 383.013052850576 |
| 2000-07-01 | 385.955861421656 |
| 2000-08-01 | 385.394411009977 |
| 2000-09-01 | 386.664581744354 |
| 2000-10-01 | 387.813401774920 |
| 2000-11-01 | 387.171120245969 |
| 2000-12-01 | 384.330201349832 |
| 2001-01-01 | 383.175925233762 |
| 2001-02-01 | 382.936310242199 |
| 2001-03-01 | 381.158547460815 |
| 2001-04-01 | 373.867789753296 |
| 2001-05-01 | 375.381139955747 |
| 2001-06-01 | 373.245711722904 |
| 2001-07-01 | 372.135455915784 |
| 2001-08-01 | 372.010065805139 |
| 2001-09-01 | 372.789697629347 |
| 2001-10-01 | 365.250536963512 |
| 2001-11-01 | 362.319412718216 |
| 2001-12-01 | 362.762970430170 |
| 2002-01-01 | 367.272789104718 |
| 2002-02-01 | 363.740204825072 |
| 2002-03-01 | 365.754097829948 |
| 2002-04-01 | 367.369357172368 |
| 2002-05-01 | 369.712418440123 |
| 2002-06-01 | 369.720037860706 |
| 2002-07-01 | 367.445479207087 |
| 2002-08-01 | 367.364556752711 |
| 2002-09-01 | 367.878277125219 |
| 2002-10-01 | 369.086575493814 |
| 2002-11-01 | 367.988554075052 |
| 2002-12-01 | 369.595851809893 |
| 2003-01-01 | 363.864965341948 |
| 2003-02-01 | 361.772489619746 |
| 2003-03-01 | 360.353135758192 |
| 2003-04-01 | 360.597431464888 |
| 2003-05-01 | 359.795962031057 |
| 2003-06-01 | 359.439356944483 |
| 2003-07-01 | 359.341533322403 |
| 2003-08-01 | 360.718124689016 |
| 2003-09-01 | 359.325623963728 |
| 2003-10-01 | 359.775935787503 |
| 2003-11-01 | 360.296517290801 |
| 2003-12-01 | 361.970336348493 |
| 2004-01-01 | 362.696689958457 |
| 2004-02-01 | 364.387526079536 |
| 2004-03-01 | 365.642527474438 |
| 2004-04-01 | 364.798458874885 |
| 2004-05-01 | 366.186088099411 |
| 2004-06-01 | 367.028990579969 |
| 2004-07-01 | 369.737067204364 |
| 2004-08-01 | 367.451150835789 |
| 2004-09-01 | 364.153055482809 |
| 2004-10-01 | 367.961237576302 |
| 2004-11-01 | 369.462923646574 |
| 2004-12-01 | 369.585285224396 |
| 2005-01-01 | 371.216282990054 |
| 2005-02-01 | 370.565563750525 |
| 2005-03-01 | 370.072382834101 |
| 2005-04-01 | 374.044082465258 |
| 2005-05-01 | 371.657015481935 |
| 2005-06-01 | 372.538624267565 |
| 2005-07-01 | 374.004794445558 |
| 2005-08-01 | 374.722694712809 |
| 2005-09-01 | 376.854452168474 |
| 2005-10-01 | 376.504860436090 |
| 2005-11-01 | 377.814479548438 |
| 2005-12-01 | 379.290050837540 |
| 2006-01-01 | 384.627017487008 |
| 2006-02-01 | 386.071213889988 |
| 2006-03-01 | 388.109753047269 |
| 2006-04-01 | 390.854485089407 |
| 2006-05-01 | 392.812231131752 |
| 2006-06-01 | 395.188512447365 |
| 2006-07-01 | 395.108781391304 |
| 2006-08-01 | 395.679976160173 |
| 2006-09-01 | 395.640142020385 |
| 2006-10-01 | 397.053702152599 |
| 2006-11-01 | 396.274881881188 |
| 2006-12-01 | 394.926317028431 |
| 2007-01-01 | 393.640777670870 |
| 2007-02-01 | 395.043948219555 |
| 2007-03-01 | 396.582133508363 |
| 2007-04-01 | 388.400140572014 |
| 2007-05-01 | 386.515183264813 |
| 2007-06-01 | 386.893648257516 |
| 2007-07-01 | 387.065248248315 |
| 2007-08-01 | 385.958010387983 |
| 2007-09-01 | 386.923434060984 |
| 2007-10-01 | 383.219879339333 |
| 2007-11-01 | 382.836844376152 |
| 2007-12-01 | 381.433316836474 |
| 2008-01-01 | 374.926592192988 |
| 2008-02-01 | 375.670491028467 |
| 2008-03-01 | 374.515402924627 |
| 2008-04-01 | 372.358113071043 |
| 2008-05-01 | 369.390744475071 |
| 2008-06-01 | 367.020224322028 |
| 2008-07-01 | 365.896885382067 |
| 2008-08-01 | 362.054727702712 |
| 2008-09-01 | 358.068693122279 |
| 2008-10-01 | 350.522839193707 |
| 2008-11-01 | 343.686986848180 |
| 2008-12-01 | 338.351847165363 |
| 2009-01-01 | 331.056869481891 |
| 2009-02-01 | 325.203484305360 |
| 2009-03-01 | 321.246273075164 |
| 2009-04-01 | 316.085014903256 |
| 2009-05-01 | 314.571967255546 |
| 2009-06-01 | 311.561338451015 |
| 2009-07-01 | 308.154227159245 |
| 2009-08-01 | 306.936703035214 |
| 2009-09-01 | 307.031273761098 |
| 2009-10-01 | 309.382338416457 |
| 2009-11-01 | 310.102901406921 |
| 2009-12-01 | 311.446671907653 |
| 2010-01-01 | 324.135844010557 |
| 2010-02-01 | 322.581592118646 |
| 2010-03-01 | 322.643337160869 |
| 2010-04-01 | 324.893699553580 |
| 2010-05-01 | 325.621063183068 |
| 2010-06-01 | 326.434939671763 |
| 2010-07-01 | 325.998502190285 |
| 2010-08-01 | 326.784558802327 |
| 2010-09-01 | 325.206952221800 |
| 2010-10-01 | 332.549947305532 |
| 2010-11-01 | 329.697578681866 |
| 2010-12-01 | 329.253397118596 |
| 2011-01-01 | 330.690140425574 |
| 2011-02-01 | 330.915201307369 |
| 2011-03-01 | 329.485129750473 |
| 2011-04-01 | 328.160266244747 |
| 2011-05-01 | 328.542944749251 |
| 2011-06-01 | 329.685822071519 |
| 2011-07-01 | 330.325045622898 |
| 2011-08-01 | 327.586694905416 |
| 2011-09-01 | 330.793695335157 |
| 2011-10-01 | 330.072369832750 |
| 2011-11-01 | 329.401346615935 |
| 2011-12-01 | 331.943618943832 |
| 2012-01-01 | 335.279678851090 |
| 2012-02-01 | 340.307958395643 |
| 2012-03-01 | 344.078030745393 |
| 2012-04-01 | 347.050185938871 |
| 2012-05-01 | 348.288419226610 |
| 2012-06-01 | 351.828340771180 |
| 2012-07-01 | 349.889295777918 |
| 2012-08-01 | 349.430580966967 |
| 2012-09-01 | 351.165460258042 |
| 2012-10-01 | 350.701755391409 |
| 2012-11-01 | 356.034132783539 |
| 2012-12-01 | 356.288921712190 |
| 2013-01-01 | 355.790136112628 |
| 2013-02-01 | 357.781345003648 |
| 2013-03-01 | 358.532520904406 |
| 2013-04-01 | 360.783581876370 |
| 2013-05-01 | 362.635169813034 |
| 2013-06-01 | 362.875230397976 |
| 2013-07-01 | 363.635807203671 |
| 2013-08-01 | 366.746690625954 |
| 2013-09-01 | 366.799877578223 |
| 2013-10-01 | 365.655129106907 |
| 2013-11-01 | 372.993809020832 |
| 2013-12-01 | 370.488976100541 |
| 2014-01-01 | 371.679014272562 |
| 2014-02-01 | 368.221992123574 |
| 2014-03-01 | 369.890964300053 |
| 2014-04-01 | 370.175405933626 |
| 2014-05-01 | 371.078000438112 |
| 2014-06-01 | 369.862105855953 |
| 2014-07-01 | 371.246110463216 |
| 2014-08-01 | 372.684580024825 |
| 2014-09-01 | 372.973931919551 |
| 2014-10-01 | 373.586804526094 |
| 2014-11-01 | 373.411085015203 |
| 2014-12-01 | 374.238785370805 |
| 2015-01-01 | 374.026231124399 |
| 2015-02-01 | 375.693262760507 |
| 2015-03-01 | 376.263137529011 |
| 2015-04-01 | 376.323636413697 |
| 2015-05-01 | 377.106782725735 |
| 2015-06-01 | 378.252385054570 |
| 2015-07-01 | 379.132800743077 |
| 2015-08-01 | 378.917080672965 |
| 2015-09-01 | 379.506028887822 |
| 2015-10-01 | 384.028873398040 |
| 2015-11-01 | 381.186299510325 |
| 2015-12-01 | 384.232182749831 |
| 2016-01-01 | 386.454095460971 |
| 2016-02-01 | 386.945139520527 |
| 2016-03-01 | 383.262479567656 |
| 2016-04-01 | 388.010708515551 |
| 2016-05-01 | 387.252520140602 |
| 2016-06-01 | 388.399042220384 |
| 2016-07-01 | 387.906268042347 |
| 2016-08-01 | 386.551796424576 |
| 2016-09-01 | 390.479095571374 |
| 2016-10-01 | 390.238975000747 |
| 2016-11-01 | 391.634128872221 |
| 2016-12-01 | 392.512776770318 |
| 2017-01-01 | 388.516041898802 |
| 2017-02-01 | 389.986066133215 |
| 2017-03-01 | 391.528532892481 |
| 2017-04-01 | 388.794813078187 |
| 2017-05-01 | 392.099618803599 |
| 2017-06-01 | 392.427033565846 |
| 2017-07-01 | 398.582267623909 |
| 2017-08-01 | 399.694084088603 |
| 2017-09-01 | 403.620378775412 |
| 2017-10-01 | 400.777952740268 |
| 2017-11-01 | 400.646886660356 |
| 2017-12-01 | 401.366136761167 |
| 2018-01-01 | 403.966535115523 |
| 2018-02-01 | 405.454217161180 |
| 2018-03-01 | 407.119397858299 |
| 2018-04-01 | 409.450396975978 |
| 2018-05-01 | 409.721743307440 |
| 2018-06-01 | 410.809823646656 |
| 2018-07-01 | 410.601260258901 |
| 2018-08-01 | 413.784495665321 |
| 2018-09-01 | 413.231913777226 |
| 2018-10-01 | 416.275911630552 |
| 2018-11-01 | 418.646695131298 |
| 2018-12-01 | 419.595546951139 |
| 2019-01-01 | 418.627511637667 |
| 2019-02-01 | 419.776548563768 |
| 2019-03-01 | 421.598309419763 |
| 2019-04-01 | 419.098918823518 |
| 2019-05-01 | 421.712966306053 |
| 2019-06-01 | 423.462581288241 |
| 2019-07-01 | 421.430351000593 |
| 2019-08-01 | 422.789732787992 |
| 2019-09-01 | 421.862273030417 |
| 2019-10-01 | 418.750875003792 |
| 2019-11-01 | 419.167536774815 |
| 2019-12-01 | 418.141973400222 |
| 2020-01-01 | 418.701323184533 |
| 2020-02-01 | 416.128417009796 |
| 2020-03-01 | 404.247690050083 |
| 2020-04-01 | 341.263689918286 |
| 2020-05-01 | 346.467761949267 |
| 2020-06-01 | 354.862857896276 |
| 2020-07-01 | 360.182074575826 |
| 2020-08-01 | 362.254098224167 |
| 2020-09-01 | 364.449655604580 |
| 2020-10-01 | 372.871829661478 |
| 2020-11-01 | 378.946960112286 |
| 2020-12-01 | 382.286146371535 |
| 2021-01-01 | 391.131489157995 |
| 2021-02-01 | 397.016580410946 |
| 2021-03-01 | 398.644401461949 |
| 2021-04-01 | 398.220528903787 |
| 2021-05-01 | 396.967241356837 |
| 2021-06-01 | 394.459082799014 |
| 2021-07-01 | 398.708659399640 |
| 2021-08-01 | 397.333371630256 |
| 2021-09-01 | 398.039619215296 |
| 2021-10-01 | 412.302873689233 |
| 2021-11-01 | 414.690756255871 |
| 2021-12-01 | 415.875618256368 |
| 2022-01-01 | 413.408504478996 |
| 2022-02-01 | 419.088952892018 |
| 2022-03-01 | 417.384537228597 |
| 2022-04-01 | 422.329676120227 |
| 2022-05-01 | 422.388877331794 |
| 2022-06-01 | 420.809421786334 |
| 2022-07-01 | 423.185662144014 |
| 2022-08-01 | 419.912851220890 |
| 2022-09-01 | 424.291137857086 |
| 2022-10-01 | 423.756231730072 |
| 2022-11-01 | 420.592383928390 |
| 2022-12-01 | 417.912562428966 |
| 2023-01-01 | 414.582197557050 |
| 2023-02-01 | 409.046173453707 |
| 2023-03-01 | 405.757533732513 |
| 2023-04-01 | 405.695670965281 |
| 2023-05-01 | 405.005831970582 |
| 2023-06-01 | 403.499226523678 |
| 2023-07-01 | 398.729852180192 |
| 2023-08-01 | 397.725547035139 |
| 2023-09-01 | 397.039174896180 |
| 2023-10-01 | 395.092006659706 |
| 2023-11-01 | 393.580446749262 |
| 2023-12-01 | 394.397724829141 |
| 2024-01-01 | 401.696597623213 |
| 2024-02-01 | 398.207339871718 |
| 2024-03-01 | 398.843747015662 |
| 2024-04-01 | 396.755055532808 |
| 2024-05-01 | 397.824474806989 |
| 2024-06-01 | 397.098889599232 |
| 2024-07-01 | 391.680621117977 |
| 2024-08-01 | 396.001950697233 |
| 2024-09-01 | 394.519755904417 |
| 2024-10-01 | 396.029909010946 |
| 2024-11-01 | 395.229820916282 |
| 2024-12-01 | 393.938282894212 |
| 2025-01-01 | 391.824979205805 |
| 2025-02-01 | 391.828662262889 |
| 2025-03-01 | 393.054952142272 |
| 2025-04-01 | 393.259092619104 |
| 2025-05-01 | 392.278256207392 |
| 2025-06-01 | 389.382557177502 |
| 2025-07-01 | 387.400284435316 |
| 2025-08-01 | 390.853400046084 |
| 2025-09-01 | 392.215707721174 |
| 2025-10-01 | 390.961174698220 |
| 2025-11-01 | 390.998722411458 |
| 2025-12-01 | 393.378541060317 |
| 2026-01-01 | 392.638650021112 |
| 2026-02-01 | 391.722827750396 |
| 2026-03-01 | 392.425505133093 |