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 2026-08-01 |
| Last Updated | 2026-09-18 10:57 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 | 292.7182274522 |
| 1990-02-01 | 292.9555465021 |
| 1990-03-01 | 294.8318038080 |
| 1990-04-01 | 290.2687752633 |
| 1990-05-01 | 291.5873794861 |
| 1990-06-01 | 289.2775218485 |
| 1990-07-01 | 286.1504107537 |
| 1990-08-01 | 286.1995884790 |
| 1990-09-01 | 285.0209458296 |
| 1990-10-01 | 281.9149222002 |
| 1990-11-01 | 281.8762026679 |
| 1990-12-01 | 282.1273726877 |
| 1991-01-01 | 274.4294440791 |
| 1991-02-01 | 270.3989256222 |
| 1991-03-01 | 266.3786442723 |
| 1991-04-01 | 264.9175585696 |
| 1991-05-01 | 261.9133991349 |
| 1991-06-01 | 260.6242959473 |
| 1991-07-01 | 260.8596563586 |
| 1991-08-01 | 260.4524904543 |
| 1991-09-01 | 260.5130876385 |
| 1991-10-01 | 260.0057115719 |
| 1991-11-01 | 259.5900428252 |
| 1991-12-01 | 261.6494820608 |
| 1992-01-01 | 255.4934066610 |
| 1992-02-01 | 253.7509517690 |
| 1992-03-01 | 256.5478208441 |
| 1992-04-01 | 260.0549546854 |
| 1992-05-01 | 260.4992927145 |
| 1992-06-01 | 262.2553217373 |
| 1992-07-01 | 264.6044188371 |
| 1992-08-01 | 264.9725691034 |
| 1992-09-01 | 266.1909966439 |
| 1992-10-01 | 269.2333389557 |
| 1992-11-01 | 269.7589483517 |
| 1992-12-01 | 272.3099826334 |
| 1993-01-01 | 282.4503029321 |
| 1993-02-01 | 281.0796372972 |
| 1993-03-01 | 281.6335831928 |
| 1993-04-01 | 280.2827153404 |
| 1993-05-01 | 281.8510240962 |
| 1993-06-01 | 282.9688367550 |
| 1993-07-01 | 286.6086386333 |
| 1993-08-01 | 288.6870124481 |
| 1993-09-01 | 289.2627947600 |
| 1993-10-01 | 272.2120785745 |
| 1993-11-01 | 273.1938077390 |
| 1993-12-01 | 277.3624530992 |
| 1994-01-01 | 283.5930863059 |
| 1994-02-01 | 287.5456362518 |
| 1994-03-01 | 290.3652498552 |
| 1994-04-01 | 287.4959722508 |
| 1994-05-01 | 288.4690307981 |
| 1994-06-01 | 288.9178409084 |
| 1994-07-01 | 289.0828312203 |
| 1994-08-01 | 290.1329421903 |
| 1994-09-01 | 293.3900221018 |
| 1994-10-01 | 296.0553000181 |
| 1994-11-01 | 299.3785242645 |
| 1994-12-01 | 302.7703042789 |
| 1995-01-01 | 300.1250052026 |
| 1995-02-01 | 304.8412548844 |
| 1995-03-01 | 305.3585645341 |
| 1995-04-01 | 309.0922985388 |
| 1995-05-01 | 311.2681284398 |
| 1995-06-01 | 312.7686727546 |
| 1995-07-01 | 305.5410855133 |
| 1995-08-01 | 311.7284922687 |
| 1995-09-01 | 312.3997110089 |
| 1995-10-01 | 308.4270731816 |
| 1995-11-01 | 312.8653787156 |
| 1995-12-01 | 311.9045708883 |
| 1996-01-01 | 314.8867155086 |
| 1996-02-01 | 313.4292197337 |
| 1996-03-01 | 316.9893978373 |
| 1996-04-01 | 317.4300127651 |
| 1996-05-01 | 320.0057565416 |
| 1996-06-01 | 322.2037022786 |
| 1996-07-01 | 324.5732701847 |
| 1996-08-01 | 324.6890001538 |
| 1996-09-01 | 326.4823835025 |
| 1996-10-01 | 330.8602769118 |
| 1996-11-01 | 332.1471300475 |
| 1996-12-01 | 335.4335639319 |
| 1997-01-01 | 324.1189878551 |
| 1997-02-01 | 325.2658307733 |
| 1997-03-01 | 328.2994432383 |
| 1997-04-01 | 331.6667654557 |
| 1997-05-01 | 333.2852559926 |
| 1997-06-01 | 337.2116291125 |
| 1997-07-01 | 339.2796433407 |
| 1997-08-01 | 343.7617336259 |
| 1997-09-01 | 345.6099564010 |
| 1997-10-01 | 348.3482433633 |
| 1997-11-01 | 350.9111733342 |
| 1997-12-01 | 353.0624794021 |
| 1998-01-01 | 353.7081267463 |
| 1998-02-01 | 356.4896909886 |
| 1998-03-01 | 355.6510725007 |
| 1998-04-01 | 355.8459777736 |
| 1998-05-01 | 361.9276179326 |
| 1998-06-01 | 360.9851988184 |
| 1998-07-01 | 362.7979915375 |
| 1998-08-01 | 367.5942405470 |
| 1998-09-01 | 365.8219630570 |
| 1998-10-01 | 365.4016413669 |
| 1998-11-01 | 365.4710544164 |
| 1998-12-01 | 367.0680712177 |
| 1999-01-01 | 348.4834480781 |
| 1999-02-01 | 350.3584233251 |
| 1999-03-01 | 354.1147897137 |
| 1999-04-01 | 368.1990520207 |
| 1999-05-01 | 369.3437246220 |
| 1999-06-01 | 371.2533926743 |
| 1999-07-01 | 372.3929502830 |
| 1999-08-01 | 373.8876100798 |
| 1999-09-01 | 376.8248411028 |
| 1999-10-01 | 378.0987531448 |
| 1999-11-01 | 382.5241965837 |
| 1999-12-01 | 386.5036113658 |
| 2000-01-01 | 375.2938880547 |
| 2000-02-01 | 377.2900266143 |
| 2000-03-01 | 378.7922322097 |
| 2000-04-01 | 384.3635592801 |
| 2000-05-01 | 381.8371263287 |
| 2000-06-01 | 383.0728864278 |
| 2000-07-01 | 386.0236906726 |
| 2000-08-01 | 385.5072778898 |
| 2000-09-01 | 386.7637453397 |
| 2000-10-01 | 387.9627640448 |
| 2000-11-01 | 386.8852309837 |
| 2000-12-01 | 384.5242206466 |
| 2001-01-01 | 383.0845924387 |
| 2001-02-01 | 382.9131142601 |
| 2001-03-01 | 381.1169970176 |
| 2001-04-01 | 373.7293657866 |
| 2001-05-01 | 375.3610131664 |
| 2001-06-01 | 373.2983731070 |
| 2001-07-01 | 372.2036944627 |
| 2001-08-01 | 372.0948957241 |
| 2001-09-01 | 372.8623084730 |
| 2001-10-01 | 365.3521571735 |
| 2001-11-01 | 361.9897872807 |
| 2001-12-01 | 362.9536324480 |
| 2002-01-01 | 367.1940332936 |
| 2002-02-01 | 363.7324724674 |
| 2002-03-01 | 365.7297378780 |
| 2002-04-01 | 367.2978132411 |
| 2002-05-01 | 369.7346024320 |
| 2002-06-01 | 369.7530998174 |
| 2002-07-01 | 367.5047259433 |
| 2002-08-01 | 367.4174684445 |
| 2002-09-01 | 367.9300827945 |
| 2002-10-01 | 369.1624128338 |
| 2002-11-01 | 367.6523022015 |
| 2002-12-01 | 369.7638023232 |
| 2003-01-01 | 363.7864390130 |
| 2003-02-01 | 361.7899162004 |
| 2003-03-01 | 360.3587861902 |
| 2003-04-01 | 360.5804153625 |
| 2003-05-01 | 359.8135866101 |
| 2003-06-01 | 359.4559620283 |
| 2003-07-01 | 359.3904646691 |
| 2003-08-01 | 360.7541492243 |
| 2003-09-01 | 359.3474226124 |
| 2003-10-01 | 359.8081593031 |
| 2003-11-01 | 360.0592977359 |
| 2003-12-01 | 362.0979923404 |
| 2004-01-01 | 362.6003913160 |
| 2004-02-01 | 364.4048392465 |
| 2004-03-01 | 365.6714751056 |
| 2004-04-01 | 364.8699571867 |
| 2004-05-01 | 366.1282464499 |
| 2004-06-01 | 367.0377667927 |
| 2004-07-01 | 369.7770718571 |
| 2004-08-01 | 367.4717449188 |
| 2004-09-01 | 364.1722940410 |
| 2004-10-01 | 367.9719011209 |
| 2004-11-01 | 369.3418918141 |
| 2004-12-01 | 369.6513908332 |
| 2005-01-01 | 371.0931315595 |
| 2005-02-01 | 370.5840252304 |
| 2005-03-01 | 370.1238947650 |
| 2005-04-01 | 374.1774660979 |
| 2005-05-01 | 371.5260110710 |
| 2005-06-01 | 372.5420123194 |
| 2005-07-01 | 374.0375444306 |
| 2005-08-01 | 374.7314224422 |
| 2005-09-01 | 376.8862218685 |
| 2005-10-01 | 376.4963318775 |
| 2005-11-01 | 377.8041341338 |
| 2005-12-01 | 379.2946224374 |
| 2006-01-01 | 384.4973753588 |
| 2006-02-01 | 386.0774280291 |
| 2006-03-01 | 388.1683501044 |
| 2006-04-01 | 391.0356475246 |
| 2006-05-01 | 392.6103933241 |
| 2006-06-01 | 395.1948272151 |
| 2006-07-01 | 395.1334535857 |
| 2006-08-01 | 395.6850671880 |
| 2006-09-01 | 395.7099636764 |
| 2006-10-01 | 397.0555823979 |
| 2006-11-01 | 396.2827618274 |
| 2006-12-01 | 394.9047989845 |
| 2007-01-01 | 393.5077685436 |
| 2007-02-01 | 395.0506601988 |
| 2007-03-01 | 396.6350278313 |
| 2007-04-01 | 388.5742944192 |
| 2007-05-01 | 386.3052396384 |
| 2007-06-01 | 386.8981108704 |
| 2007-07-01 | 387.0859426957 |
| 2007-08-01 | 385.9721341040 |
| 2007-09-01 | 387.0202860837 |
| 2007-10-01 | 383.2261058555 |
| 2007-11-01 | 382.8350323065 |
| 2007-12-01 | 381.4112532438 |
| 2008-01-01 | 374.8135396729 |
| 2008-02-01 | 375.6585967782 |
| 2008-03-01 | 374.5496126200 |
| 2008-04-01 | 372.5232288287 |
| 2008-05-01 | 369.1722759489 |
| 2008-06-01 | 367.0129934858 |
| 2008-07-01 | 365.8894546080 |
| 2008-08-01 | 362.1860969265 |
| 2008-09-01 | 358.1547054054 |
| 2008-10-01 | 350.5254835353 |
| 2008-11-01 | 343.6393762276 |
| 2008-12-01 | 338.3376459649 |
| 2009-01-01 | 330.9702545772 |
| 2009-02-01 | 325.1833699138 |
| 2009-03-01 | 321.2568920613 |
| 2009-04-01 | 316.1914633819 |
| 2009-05-01 | 314.4162414189 |
| 2009-06-01 | 311.5156076905 |
| 2009-07-01 | 308.1307917141 |
| 2009-08-01 | 307.1951106225 |
| 2009-09-01 | 307.0871663500 |
| 2009-10-01 | 309.3765382892 |
| 2009-11-01 | 310.0080927436 |
| 2009-12-01 | 311.4365215689 |
| 2010-01-01 | 324.0864958162 |
| 2010-02-01 | 322.5514365633 |
| 2010-03-01 | 322.6287826431 |
| 2010-04-01 | 324.9508644125 |
| 2010-05-01 | 325.5287079646 |
| 2010-06-01 | 326.3502518707 |
| 2010-07-01 | 325.9595522593 |
| 2010-08-01 | 327.1693408994 |
| 2010-09-01 | 325.2180530522 |
| 2010-10-01 | 332.5287949248 |
| 2010-11-01 | 329.5740085063 |
| 2010-12-01 | 329.2425051567 |
| 2011-01-01 | 330.6522097018 |
| 2011-02-01 | 330.8941447919 |
| 2011-03-01 | 329.4634507798 |
| 2011-04-01 | 328.1673691148 |
| 2011-05-01 | 328.5242238745 |
| 2011-06-01 | 329.5794031263 |
| 2011-07-01 | 330.2956195628 |
| 2011-08-01 | 327.9819470487 |
| 2011-09-01 | 330.7781547744 |
| 2011-10-01 | 330.0361406556 |
| 2011-11-01 | 329.2828745003 |
| 2011-12-01 | 331.9261780610 |
| 2012-01-01 | 335.2555186458 |
| 2012-02-01 | 340.2962483378 |
| 2012-03-01 | 344.0653505734 |
| 2012-04-01 | 347.0595339554 |
| 2012-05-01 | 348.2829371365 |
| 2012-06-01 | 351.7236612179 |
| 2012-07-01 | 349.8491969609 |
| 2012-08-01 | 349.8098773606 |
| 2012-09-01 | 351.1281108241 |
| 2012-10-01 | 350.6238652221 |
| 2012-11-01 | 355.9399695233 |
| 2012-12-01 | 356.2831250224 |
| 2013-01-01 | 355.7779804651 |
| 2013-02-01 | 357.7938536132 |
| 2013-03-01 | 358.5379564788 |
| 2013-04-01 | 360.8005691671 |
| 2013-05-01 | 362.6447716654 |
| 2013-06-01 | 362.7895187729 |
| 2013-07-01 | 363.6236474490 |
| 2013-08-01 | 366.9260746216 |
| 2013-09-01 | 366.7946049073 |
| 2013-10-01 | 365.5539285632 |
| 2013-11-01 | 372.9430105897 |
| 2013-12-01 | 370.4987385430 |
| 2014-01-01 | 371.7172110481 |
| 2014-02-01 | 368.2446886129 |
| 2014-03-01 | 369.8994282126 |
| 2014-04-01 | 370.2323890150 |
| 2014-05-01 | 371.1039063477 |
| 2014-06-01 | 369.7453771244 |
| 2014-07-01 | 371.2562845700 |
| 2014-08-01 | 372.6578662162 |
| 2014-09-01 | 373.0257852571 |
| 2014-10-01 | 373.4638641001 |
| 2014-11-01 | 373.4076145737 |
| 2014-12-01 | 374.2693518512 |
| 2015-01-01 | 374.1125613365 |
| 2015-02-01 | 375.7229361099 |
| 2015-03-01 | 376.2721615707 |
| 2015-04-01 | 376.4161747160 |
| 2015-05-01 | 377.1440033468 |
| 2015-06-01 | 378.1043156541 |
| 2015-07-01 | 379.1679036994 |
| 2015-08-01 | 378.6870092215 |
| 2015-09-01 | 379.6175583732 |
| 2015-10-01 | 383.9201870930 |
| 2015-11-01 | 381.2061544602 |
| 2015-12-01 | 384.2810802279 |
| 2016-01-01 | 386.5895502780 |
| 2016-02-01 | 386.9645743164 |
| 2016-03-01 | 383.2493386727 |
| 2016-04-01 | 388.1817485470 |
| 2016-05-01 | 387.2760733332 |
| 2016-06-01 | 388.1862098330 |
| 2016-07-01 | 387.9203173990 |
| 2016-08-01 | 386.3010152015 |
| 2016-09-01 | 390.6073562245 |
| 2016-10-01 | 390.1329707194 |
| 2016-11-01 | 391.6528124805 |
| 2016-12-01 | 392.5841806475 |
| 2017-01-01 | 388.6652995928 |
| 2017-02-01 | 390.0062379269 |
| 2017-03-01 | 391.5028441966 |
| 2017-04-01 | 389.0082836545 |
| 2017-05-01 | 392.0829860135 |
| 2017-06-01 | 392.1829800736 |
| 2017-07-01 | 398.6382077297 |
| 2017-08-01 | 399.4224568030 |
| 2017-09-01 | 403.7375568073 |
| 2017-10-01 | 400.7006681707 |
| 2017-11-01 | 400.6353181411 |
| 2017-12-01 | 401.4675277602 |
| 2018-01-01 | 404.0935997027 |
| 2018-02-01 | 405.5183113920 |
| 2018-03-01 | 407.0587479236 |
| 2018-04-01 | 409.6995623673 |
| 2018-05-01 | 409.6828916182 |
| 2018-06-01 | 410.4563177670 |
| 2018-07-01 | 410.7197121751 |
| 2018-08-01 | 413.5875728025 |
| 2018-09-01 | 413.3234200487 |
| 2018-10-01 | 416.2137541212 |
| 2018-11-01 | 418.6227707178 |
| 2018-12-01 | 419.7121137800 |
| 2019-01-01 | 418.6938387667 |
| 2019-02-01 | 419.9051303096 |
| 2019-03-01 | 421.5249204114 |
| 2019-04-01 | 419.3020782775 |
| 2019-05-01 | 421.6517168134 |
| 2019-06-01 | 423.0609061420 |
| 2019-07-01 | 421.5862704257 |
| 2019-08-01 | 422.7454923951 |
| 2019-09-01 | 421.8844869573 |
| 2019-10-01 | 418.7039155420 |
| 2019-11-01 | 419.1273860748 |
| 2019-12-01 | 418.2694420960 |
| 2020-01-01 | 418.7005323601 |
| 2020-02-01 | 416.3140924896 |
| 2020-03-01 | 404.1554782882 |
| 2020-04-01 | 341.4186438568 |
| 2020-05-01 | 346.3957161207 |
| 2020-06-01 | 354.4292113983 |
| 2020-07-01 | 360.3346754334 |
| 2020-08-01 | 362.3931685449 |
| 2020-09-01 | 364.4245528828 |
| 2020-10-01 | 372.8231222197 |
| 2020-11-01 | 378.9169356197 |
| 2020-12-01 | 382.4033680778 |
| 2021-01-01 | 391.0837442002 |
| 2021-02-01 | 397.2058059412 |
| 2021-03-01 | 398.5545630402 |
| 2021-04-01 | 398.2679693381 |
| 2021-05-01 | 396.8761578579 |
| 2021-06-01 | 394.0857783762 |
| 2021-07-01 | 398.8900437190 |
| 2021-08-01 | 397.5806269576 |
| 2021-09-01 | 397.9965145316 |
| 2021-10-01 | 412.2689415624 |
| 2021-11-01 | 414.6580982818 |
| 2021-12-01 | 415.9787431956 |
| 2022-01-01 | 413.3325463095 |
| 2022-02-01 | 419.2445280556 |
| 2022-03-01 | 417.2696872046 |
| 2022-04-01 | 422.2883211000 |
| 2022-05-01 | 422.2963180625 |
| 2022-06-01 | 420.4304722006 |
| 2022-07-01 | 423.4753266047 |
| 2022-08-01 | 420.2134360285 |
| 2022-09-01 | 424.2968288365 |
| 2022-10-01 | 423.7576992862 |
| 2022-11-01 | 420.5774199667 |
| 2022-12-01 | 417.9674187055 |
| 2023-01-01 | 414.4969147348 |
| 2023-02-01 | 409.0988162608 |
| 2023-03-01 | 405.6048746128 |
| 2023-04-01 | 405.5003916315 |
| 2023-05-01 | 404.9467214398 |
| 2023-06-01 | 403.1474617895 |
| 2023-07-01 | 399.1374878904 |
| 2023-08-01 | 398.1272132467 |
| 2023-09-01 | 397.1263111910 |
| 2023-10-01 | 395.1323783810 |
| 2023-11-01 | 393.5545942275 |
| 2023-12-01 | 394.3841394590 |
| 2024-01-01 | 401.5900290949 |
| 2024-02-01 | 398.1218944441 |
| 2024-03-01 | 398.6054554200 |
| 2024-04-01 | 396.4374002168 |
| 2024-05-01 | 397.8697822361 |
| 2024-06-01 | 396.7079813057 |
| 2024-07-01 | 392.2215164823 |
| 2024-08-01 | 396.5424069187 |
| 2024-09-01 | 394.7058978774 |
| 2024-10-01 | 396.1098188994 |
| 2024-11-01 | 395.1841023156 |
| 2024-12-01 | 393.8462392156 |
| 2025-01-01 | 391.6922827011 |
| 2025-02-01 | 391.6037501662 |
| 2025-03-01 | 392.7244773899 |
| 2025-04-01 | 392.8008017166 |
| 2025-05-01 | 392.4591067626 |
| 2025-06-01 | 388.9496877184 |
| 2025-07-01 | 388.0722701880 |
| 2025-08-01 | 391.5478742041 |
| 2025-09-01 | 392.4843286278 |
| 2025-10-01 | 391.0612285203 |
| 2025-11-01 | 390.9111394492 |
| 2025-12-01 | 393.2373786353 |
| 2026-01-01 | 392.4617353590 |
| 2026-02-01 | 391.4212294271 |
| 2026-03-01 | 391.9055181063 |
| 2026-04-01 | 391.6226751237 |
| 2026-05-01 | 389.6934859292 |
| 2026-06-01 | 395.3461572967 |
| 2026-07-01 | 390.6074251356 |
| 2026-08-01 | 388.7107714017 |