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 2026-09-01 |
| Last Updated | 2026-10-20 10:03 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 | 292.7183213759 |
| 1990-02-01 | 292.9558077643 |
| 1990-03-01 | 294.8318492929 |
| 1990-04-01 | 290.2687855164 |
| 1990-05-01 | 291.5872652035 |
| 1990-06-01 | 289.2773388156 |
| 1990-07-01 | 286.1501768031 |
| 1990-08-01 | 286.1993064101 |
| 1990-09-01 | 285.0206044397 |
| 1990-10-01 | 281.9153541591 |
| 1990-11-01 | 281.8760808351 |
| 1990-12-01 | 282.1277823528 |
| 1991-01-01 | 274.4295774104 |
| 1991-02-01 | 270.3991876439 |
| 1991-03-01 | 266.3787068056 |
| 1991-04-01 | 264.9175688190 |
| 1991-05-01 | 261.9132755615 |
| 1991-06-01 | 260.6240957908 |
| 1991-07-01 | 260.8593958364 |
| 1991-08-01 | 260.4521726324 |
| 1991-09-01 | 260.5126937690 |
| 1991-10-01 | 260.0062515224 |
| 1991-11-01 | 259.5899016615 |
| 1991-12-01 | 261.6499158535 |
| 1992-01-01 | 255.4935846176 |
| 1992-02-01 | 253.7512141498 |
| 1992-03-01 | 256.5479011087 |
| 1992-04-01 | 260.0549510498 |
| 1992-05-01 | 260.4991543898 |
| 1992-06-01 | 262.2550826927 |
| 1992-07-01 | 264.6041177884 |
| 1992-08-01 | 264.9721835926 |
| 1992-09-01 | 266.1904964963 |
| 1992-10-01 | 269.2341775187 |
| 1992-11-01 | 269.7587589607 |
| 1992-12-01 | 272.3104055177 |
| 1993-01-01 | 282.4505173783 |
| 1993-02-01 | 281.0798929070 |
| 1993-03-01 | 281.6336492543 |
| 1993-04-01 | 280.2826823057 |
| 1993-05-01 | 281.8508720073 |
| 1993-06-01 | 282.9685577445 |
| 1993-07-01 | 286.6083100291 |
| 1993-08-01 | 288.6866083268 |
| 1993-09-01 | 289.2622916762 |
| 1993-10-01 | 272.2130944527 |
| 1993-11-01 | 273.1936395080 |
| 1993-12-01 | 277.3628192208 |
| 1994-01-01 | 283.5933075015 |
| 1994-02-01 | 287.5458447669 |
| 1994-03-01 | 290.3652987819 |
| 1994-04-01 | 287.4959095701 |
| 1994-05-01 | 288.4688680815 |
| 1994-06-01 | 288.9175480497 |
| 1994-07-01 | 289.0825090822 |
| 1994-08-01 | 290.1325405709 |
| 1994-09-01 | 293.3895045214 |
| 1994-10-01 | 296.0565349222 |
| 1994-11-01 | 299.3783327871 |
| 1994-12-01 | 302.7706079163 |
| 1995-01-01 | 300.1252147538 |
| 1995-02-01 | 304.8413929915 |
| 1995-03-01 | 305.3585689094 |
| 1995-04-01 | 309.0921947163 |
| 1995-05-01 | 311.2679526343 |
| 1995-06-01 | 312.7683921039 |
| 1995-07-01 | 305.5408064179 |
| 1995-08-01 | 311.7281891260 |
| 1995-09-01 | 312.3993442437 |
| 1995-10-01 | 308.4281464318 |
| 1995-11-01 | 312.8652898799 |
| 1995-12-01 | 311.9048435635 |
| 1996-01-01 | 314.8868276125 |
| 1996-02-01 | 313.4292836468 |
| 1996-03-01 | 316.9894236784 |
| 1996-04-01 | 317.4298409228 |
| 1996-05-01 | 320.0055622882 |
| 1996-06-01 | 322.2034664775 |
| 1996-07-01 | 324.5730677833 |
| 1996-08-01 | 324.6888013620 |
| 1996-09-01 | 326.4821522138 |
| 1996-10-01 | 330.8611582615 |
| 1996-11-01 | 332.1470951035 |
| 1996-12-01 | 335.4337417218 |
| 1997-01-01 | 324.1190587015 |
| 1997-02-01 | 325.2658897581 |
| 1997-03-01 | 328.2994987248 |
| 1997-04-01 | 331.6665168857 |
| 1997-05-01 | 333.2850574528 |
| 1997-06-01 | 337.2114496826 |
| 1997-07-01 | 339.2795095884 |
| 1997-08-01 | 343.7616471318 |
| 1997-09-01 | 345.6098936822 |
| 1997-10-01 | 348.3487311491 |
| 1997-11-01 | 350.9112348221 |
| 1997-12-01 | 353.0625950517 |
| 1998-01-01 | 353.7081739912 |
| 1998-02-01 | 356.4897746060 |
| 1998-03-01 | 355.6511977166 |
| 1998-04-01 | 355.8456715720 |
| 1998-05-01 | 361.9274280557 |
| 1998-06-01 | 360.9850782422 |
| 1998-07-01 | 362.7979107212 |
| 1998-08-01 | 367.5941999183 |
| 1998-09-01 | 365.8219460556 |
| 1998-10-01 | 365.4019017785 |
| 1998-11-01 | 365.4711002409 |
| 1998-12-01 | 367.0681195548 |
| 1999-01-01 | 348.4835721197 |
| 1999-02-01 | 350.3585447855 |
| 1999-03-01 | 354.1149467154 |
| 1999-04-01 | 368.1987392586 |
| 1999-05-01 | 369.3435600536 |
| 1999-06-01 | 371.2533067972 |
| 1999-07-01 | 372.3928901257 |
| 1999-08-01 | 373.8875952838 |
| 1999-09-01 | 376.8248563004 |
| 1999-10-01 | 378.0987858552 |
| 1999-11-01 | 382.5242551648 |
| 1999-12-01 | 386.5036531216 |
| 2000-01-01 | 375.2940313758 |
| 2000-02-01 | 377.2901636302 |
| 2000-03-01 | 378.7924203733 |
| 2000-04-01 | 384.3632732179 |
| 2000-05-01 | 381.8369954693 |
| 2000-06-01 | 383.0728223649 |
| 2000-07-01 | 386.0236458434 |
| 2000-08-01 | 385.5072553227 |
| 2000-09-01 | 386.7637460020 |
| 2000-10-01 | 387.9627632527 |
| 2000-11-01 | 386.8852419443 |
| 2000-12-01 | 384.5241755190 |
| 2001-01-01 | 383.0847968883 |
| 2001-02-01 | 382.9132532975 |
| 2001-03-01 | 381.1171481290 |
| 2001-04-01 | 373.7291553222 |
| 2001-05-01 | 375.3609337592 |
| 2001-06-01 | 373.2983237315 |
| 2001-07-01 | 372.2036529450 |
| 2001-08-01 | 372.0948743406 |
| 2001-09-01 | 372.8623016183 |
| 2001-10-01 | 365.3521413157 |
| 2001-11-01 | 361.9897768188 |
| 2001-12-01 | 362.9535586648 |
| 2002-01-01 | 367.1942101078 |
| 2002-02-01 | 363.7325768748 |
| 2002-03-01 | 365.7298365922 |
| 2002-04-01 | 367.2977041558 |
| 2002-05-01 | 369.7345700185 |
| 2002-06-01 | 369.7530678928 |
| 2002-07-01 | 367.5046920371 |
| 2002-08-01 | 367.4174511571 |
| 2002-09-01 | 367.9300759638 |
| 2002-10-01 | 369.1623947926 |
| 2002-11-01 | 367.6522827825 |
| 2002-12-01 | 369.7636956954 |
| 2003-01-01 | 363.7865827270 |
| 2003-02-01 | 361.7899780034 |
| 2003-03-01 | 360.3588295890 |
| 2003-04-01 | 360.5804097916 |
| 2003-05-01 | 359.8135873223 |
| 2003-06-01 | 359.4559439906 |
| 2003-07-01 | 359.3904327114 |
| 2003-08-01 | 360.7541398781 |
| 2003-09-01 | 359.3474103195 |
| 2003-10-01 | 359.8081392515 |
| 2003-11-01 | 360.0592853048 |
| 2003-12-01 | 362.0979189640 |
| 2004-01-01 | 362.6004319712 |
| 2004-02-01 | 364.4048465152 |
| 2004-03-01 | 365.6714986233 |
| 2004-04-01 | 364.8700818583 |
| 2004-05-01 | 366.1282550428 |
| 2004-06-01 | 367.0377529460 |
| 2004-07-01 | 369.7770495124 |
| 2004-08-01 | 367.4717358959 |
| 2004-09-01 | 364.1722748148 |
| 2004-10-01 | 367.9718567144 |
| 2004-11-01 | 369.3418408179 |
| 2004-12-01 | 369.6512777403 |
| 2005-01-01 | 371.0931853163 |
| 2005-02-01 | 370.5840182492 |
| 2005-03-01 | 370.1239272900 |
| 2005-04-01 | 374.1777094237 |
| 2005-05-01 | 371.5260456225 |
| 2005-06-01 | 372.5420008127 |
| 2005-07-01 | 374.0375099439 |
| 2005-08-01 | 374.7313745394 |
| 2005-09-01 | 376.8862490303 |
| 2005-10-01 | 376.4961829489 |
| 2005-11-01 | 377.8039797054 |
| 2005-12-01 | 379.2944643024 |
| 2006-01-01 | 384.4974670359 |
| 2006-02-01 | 386.0774585509 |
| 2006-03-01 | 388.1684483392 |
| 2006-04-01 | 391.0360313169 |
| 2006-05-01 | 392.6104689317 |
| 2006-06-01 | 395.1948339482 |
| 2006-07-01 | 395.1334165467 |
| 2006-08-01 | 395.6849575320 |
| 2006-09-01 | 395.7100187469 |
| 2006-10-01 | 397.0552888348 |
| 2006-11-01 | 396.2823908818 |
| 2006-12-01 | 394.9043207979 |
| 2007-01-01 | 393.5081911632 |
| 2007-02-01 | 395.0508677894 |
| 2007-03-01 | 396.6352455099 |
| 2007-04-01 | 388.5747533626 |
| 2007-05-01 | 386.3053768531 |
| 2007-06-01 | 386.8981318740 |
| 2007-07-01 | 387.0858684078 |
| 2007-08-01 | 385.9719229630 |
| 2007-09-01 | 387.0203913914 |
| 2007-10-01 | 383.2256625838 |
| 2007-11-01 | 382.8344116560 |
| 2007-12-01 | 381.4104676445 |
| 2008-01-01 | 374.8142669622 |
| 2008-02-01 | 375.6590135971 |
| 2008-03-01 | 374.5499696254 |
| 2008-04-01 | 372.5237649341 |
| 2008-05-01 | 369.1724605570 |
| 2008-06-01 | 367.0130208011 |
| 2008-07-01 | 365.8893504492 |
| 2008-08-01 | 362.1858046592 |
| 2008-09-01 | 358.1547940447 |
| 2008-10-01 | 350.5249573787 |
| 2008-11-01 | 343.6385162068 |
| 2008-12-01 | 338.3365800085 |
| 2009-01-01 | 330.9712886455 |
| 2009-02-01 | 325.1839935082 |
| 2009-03-01 | 321.2573698532 |
| 2009-04-01 | 316.1919780884 |
| 2009-05-01 | 314.4164592804 |
| 2009-06-01 | 311.5156269126 |
| 2009-07-01 | 308.1306405231 |
| 2009-08-01 | 307.1947600116 |
| 2009-09-01 | 307.0872692114 |
| 2009-10-01 | 309.3759628703 |
| 2009-11-01 | 310.0071513606 |
| 2009-12-01 | 311.4354784615 |
| 2010-01-01 | 324.0875199732 |
| 2010-02-01 | 322.5521324043 |
| 2010-03-01 | 322.6293169821 |
| 2010-04-01 | 324.9513255868 |
| 2010-05-01 | 325.5289203397 |
| 2010-06-01 | 326.3502699232 |
| 2010-07-01 | 325.9594026281 |
| 2010-08-01 | 327.1690144041 |
| 2010-09-01 | 325.2181066475 |
| 2010-10-01 | 332.5282723951 |
| 2010-11-01 | 329.5731063558 |
| 2010-12-01 | 329.2415297930 |
| 2011-01-01 | 330.6531973038 |
| 2011-02-01 | 330.8948117818 |
| 2011-03-01 | 329.4639462964 |
| 2011-04-01 | 328.1677073189 |
| 2011-05-01 | 328.5244006754 |
| 2011-06-01 | 329.5794039195 |
| 2011-07-01 | 330.2954803285 |
| 2011-08-01 | 327.9816937361 |
| 2011-09-01 | 330.7782009033 |
| 2011-10-01 | 330.0357196150 |
| 2011-11-01 | 329.2821748152 |
| 2011-12-01 | 331.9255244833 |
| 2012-01-01 | 335.2561648712 |
| 2012-02-01 | 340.2967104170 |
| 2012-03-01 | 344.0657260556 |
| 2012-04-01 | 347.0597897890 |
| 2012-05-01 | 348.2830667048 |
| 2012-06-01 | 351.7236738828 |
| 2012-07-01 | 349.8491317976 |
| 2012-08-01 | 349.8097596435 |
| 2012-09-01 | 351.1281342049 |
| 2012-10-01 | 350.6235762725 |
| 2012-11-01 | 355.9394759103 |
| 2012-12-01 | 356.2827517743 |
| 2013-01-01 | 355.7782829756 |
| 2013-02-01 | 357.7940589350 |
| 2013-03-01 | 358.5381646909 |
| 2013-04-01 | 360.8007588550 |
| 2013-05-01 | 362.6448925660 |
| 2013-06-01 | 362.7895723894 |
| 2013-07-01 | 363.6236541048 |
| 2013-08-01 | 366.9261769356 |
| 2013-09-01 | 366.7946432331 |
| 2013-10-01 | 365.5537136514 |
| 2013-11-01 | 372.9427594645 |
| 2013-12-01 | 370.4984045566 |
| 2014-01-01 | 371.7171759844 |
| 2014-02-01 | 368.2446372222 |
| 2014-03-01 | 369.8993998529 |
| 2014-04-01 | 370.2327779417 |
| 2014-05-01 | 371.1038607150 |
| 2014-06-01 | 369.7457570772 |
| 2014-07-01 | 371.2564033225 |
| 2014-08-01 | 372.6581213210 |
| 2014-09-01 | 373.0258506889 |
| 2014-10-01 | 373.4637122406 |
| 2014-11-01 | 373.4074315907 |
| 2014-12-01 | 374.2686865099 |
| 2015-01-01 | 374.1123520017 |
| 2015-02-01 | 375.7226595805 |
| 2015-03-01 | 376.2719036631 |
| 2015-04-01 | 376.4168272592 |
| 2015-05-01 | 377.1439008323 |
| 2015-06-01 | 378.1051169098 |
| 2015-07-01 | 379.1682060516 |
| 2015-08-01 | 378.6874667199 |
| 2015-09-01 | 379.6177412679 |
| 2015-10-01 | 383.9201375417 |
| 2015-11-01 | 381.2059706493 |
| 2015-12-01 | 384.2798939497 |
| 2016-01-01 | 386.5888981159 |
| 2016-02-01 | 386.9638130211 |
| 2016-03-01 | 383.2486917184 |
| 2016-04-01 | 388.1826658430 |
| 2016-05-01 | 387.2761026502 |
| 2016-06-01 | 388.1877308081 |
| 2016-07-01 | 387.9211367259 |
| 2016-08-01 | 386.3018928197 |
| 2016-09-01 | 390.6080250904 |
| 2016-10-01 | 390.1332438520 |
| 2016-11-01 | 391.6524879706 |
| 2016-12-01 | 392.5822453124 |
| 2017-01-01 | 388.6633528376 |
| 2017-02-01 | 390.0038206971 |
| 2017-03-01 | 391.5015688026 |
| 2017-04-01 | 389.0098848802 |
| 2017-05-01 | 392.0836986876 |
| 2017-06-01 | 392.1858170278 |
| 2017-07-01 | 398.6401743776 |
| 2017-08-01 | 399.4235794559 |
| 2017-09-01 | 403.7396459384 |
| 2017-10-01 | 400.7011049199 |
| 2017-11-01 | 400.6345695325 |
| 2017-12-01 | 401.4649485423 |
| 2018-01-01 | 404.0898485674 |
| 2018-02-01 | 405.5116729190 |
| 2018-03-01 | 407.0572098675 |
| 2018-04-01 | 409.7020688073 |
| 2018-05-01 | 409.6839073897 |
| 2018-06-01 | 410.4633868753 |
| 2018-07-01 | 410.7223607668 |
| 2018-08-01 | 413.5889060002 |
| 2018-09-01 | 413.3268468112 |
| 2018-10-01 | 416.2147542151 |
| 2018-11-01 | 418.6229711731 |
| 2018-12-01 | 419.7117469610 |
| 2019-01-01 | 418.6785565801 |
| 2019-02-01 | 419.8966259241 |
| 2019-03-01 | 421.5241981904 |
| 2019-04-01 | 419.3051967100 |
| 2019-05-01 | 421.6535081668 |
| 2019-06-01 | 423.0734845391 |
| 2019-07-01 | 421.5912661938 |
| 2019-08-01 | 422.7449012828 |
| 2019-09-01 | 421.8901306439 |
| 2019-10-01 | 418.7058900263 |
| 2019-11-01 | 419.1285127604 |
| 2019-12-01 | 418.2710272860 |
| 2020-01-01 | 418.6733772879 |
| 2020-02-01 | 416.3034984364 |
| 2020-03-01 | 404.1541844270 |
| 2020-04-01 | 341.4207742470 |
| 2020-05-01 | 346.3985587596 |
| 2020-06-01 | 354.4485777859 |
| 2020-07-01 | 360.3443694843 |
| 2020-08-01 | 362.3933843307 |
| 2020-09-01 | 364.4322617613 |
| 2020-10-01 | 372.8254332785 |
| 2020-11-01 | 378.9178620488 |
| 2020-12-01 | 382.4054367609 |
| 2021-01-01 | 391.0384695891 |
| 2021-02-01 | 397.1925246675 |
| 2021-03-01 | 398.5507762368 |
| 2021-04-01 | 398.2695253477 |
| 2021-05-01 | 396.8830162580 |
| 2021-06-01 | 394.1119724179 |
| 2021-07-01 | 398.9329026266 |
| 2021-08-01 | 397.5791152941 |
| 2021-09-01 | 398.0003852718 |
| 2021-10-01 | 412.2627814373 |
| 2021-11-01 | 414.6474431002 |
| 2021-12-01 | 415.9693193803 |
| 2022-01-01 | 413.2719263871 |
| 2022-02-01 | 419.2229070448 |
| 2022-03-01 | 417.2643714763 |
| 2022-04-01 | 422.2970168355 |
| 2022-05-01 | 422.3181777105 |
| 2022-06-01 | 420.4607884416 |
| 2022-07-01 | 423.5995188543 |
| 2022-08-01 | 420.2075037976 |
| 2022-09-01 | 424.2815598695 |
| 2022-10-01 | 423.7251544005 |
| 2022-11-01 | 420.5366872613 |
| 2022-12-01 | 417.9299705306 |
| 2023-01-01 | 414.4098684519 |
| 2023-02-01 | 409.0668822285 |
| 2023-03-01 | 405.6031321645 |
| 2023-04-01 | 405.5287271701 |
| 2023-05-01 | 405.0051215577 |
| 2023-06-01 | 403.1884950571 |
| 2023-07-01 | 399.4231350290 |
| 2023-08-01 | 398.0972096436 |
| 2023-09-01 | 397.0509896462 |
| 2023-10-01 | 395.0458827009 |
| 2023-11-01 | 393.4594883249 |
| 2023-12-01 | 394.2951352251 |
| 2024-01-01 | 401.4830529952 |
| 2024-02-01 | 398.0879682965 |
| 2024-03-01 | 398.6223092900 |
| 2024-04-01 | 396.5022717074 |
| 2024-05-01 | 397.9839481794 |
| 2024-06-01 | 396.7770647789 |
| 2024-07-01 | 392.6454612649 |
| 2024-08-01 | 396.4624258950 |
| 2024-09-01 | 394.6019858487 |
| 2024-10-01 | 395.9597239585 |
| 2024-11-01 | 395.0285569703 |
| 2024-12-01 | 393.7021535969 |
| 2025-01-01 | 391.5632312781 |
| 2025-02-01 | 391.5680739443 |
| 2025-03-01 | 392.7618315322 |
| 2025-04-01 | 392.9040785605 |
| 2025-05-01 | 392.6300418630 |
| 2025-06-01 | 389.0533375773 |
| 2025-07-01 | 388.6217110367 |
| 2025-08-01 | 391.4045057846 |
| 2025-09-01 | 392.3674862803 |
| 2025-10-01 | 390.8494577443 |
| 2025-11-01 | 390.6994498938 |
| 2025-12-01 | 393.0427593974 |
| 2026-01-01 | 392.3192245402 |
| 2026-02-01 | 391.3875818967 |
| 2026-03-01 | 391.9674695940 |
| 2026-04-01 | 391.7654977444 |
| 2026-05-01 | 389.9141507968 |
| 2026-06-01 | 395.4842672939 |
| 2026-07-01 | 391.2154405148 |
| 2026-08-01 | 388.4121762000 |
| 2026-09-01 | 390.7280621219 |