Table Data - All Employees: Professional and Business Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Professional and Business Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846000000001SA |
| 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 10:58 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 | 556.1920060283 |
| 1990-02-01 | 555.2191245354 |
| 1990-03-01 | 556.4687293747 |
| 1990-04-01 | 552.5163778693 |
| 1990-05-01 | 551.7599339202 |
| 1990-06-01 | 549.8937092398 |
| 1990-07-01 | 548.9317469605 |
| 1990-08-01 | 546.3239198334 |
| 1990-09-01 | 544.6519350756 |
| 1990-10-01 | 545.3181564912 |
| 1990-11-01 | 543.4862448415 |
| 1990-12-01 | 541.6045833156 |
| 1991-01-01 | 532.1516565071 |
| 1991-02-01 | 529.9906054555 |
| 1991-03-01 | 526.4351032890 |
| 1991-04-01 | 524.1305614298 |
| 1991-05-01 | 522.9275967378 |
| 1991-06-01 | 517.5123026292 |
| 1991-07-01 | 520.1425815920 |
| 1991-08-01 | 522.6756035718 |
| 1991-09-01 | 521.9440045534 |
| 1991-10-01 | 516.7741123238 |
| 1991-11-01 | 515.2854430562 |
| 1991-12-01 | 515.7999962466 |
| 1992-01-01 | 515.9216736086 |
| 1992-02-01 | 499.1467894598 |
| 1992-03-01 | 500.3470723645 |
| 1992-04-01 | 500.8322103106 |
| 1992-05-01 | 500.8836627696 |
| 1992-06-01 | 502.0080455795 |
| 1992-07-01 | 503.0517871036 |
| 1992-08-01 | 501.9306014995 |
| 1992-09-01 | 500.1499868771 |
| 1992-10-01 | 504.3159103895 |
| 1992-11-01 | 505.5603821970 |
| 1992-12-01 | 505.0244565573 |
| 1993-01-01 | 511.5442108218 |
| 1993-02-01 | 510.9147703979 |
| 1993-03-01 | 509.9538640893 |
| 1993-04-01 | 511.9769600199 |
| 1993-05-01 | 512.1490075672 |
| 1993-06-01 | 512.5084546767 |
| 1993-07-01 | 515.0196521295 |
| 1993-08-01 | 516.7854190148 |
| 1993-09-01 | 517.8329658924 |
| 1993-10-01 | 501.8536431375 |
| 1993-11-01 | 502.1661484563 |
| 1993-12-01 | 506.5662641970 |
| 1994-01-01 | 511.0758300564 |
| 1994-02-01 | 514.6441814592 |
| 1994-03-01 | 518.7045067882 |
| 1994-04-01 | 512.8872403565 |
| 1994-05-01 | 511.4224815056 |
| 1994-06-01 | 512.6915663217 |
| 1994-07-01 | 510.3844335589 |
| 1994-08-01 | 512.2348254692 |
| 1994-09-01 | 515.3448537601 |
| 1994-10-01 | 516.2967293983 |
| 1994-11-01 | 518.2160110606 |
| 1994-12-01 | 522.1785327054 |
| 1995-01-01 | 518.6351224650 |
| 1995-02-01 | 523.3109776378 |
| 1995-03-01 | 524.2066827284 |
| 1995-04-01 | 524.1324603709 |
| 1995-05-01 | 525.7272048757 |
| 1995-06-01 | 529.8315158157 |
| 1995-07-01 | 520.3696687390 |
| 1995-08-01 | 525.3244471322 |
| 1995-09-01 | 527.3510142934 |
| 1995-10-01 | 523.9304626017 |
| 1995-11-01 | 527.0285365148 |
| 1995-12-01 | 525.6350388751 |
| 1996-01-01 | 528.1071664184 |
| 1996-02-01 | 527.6312607852 |
| 1996-03-01 | 530.5544494444 |
| 1996-04-01 | 531.7339809156 |
| 1996-05-01 | 536.4718644450 |
| 1996-06-01 | 536.6271777527 |
| 1996-07-01 | 541.3696576709 |
| 1996-08-01 | 541.6902475499 |
| 1996-09-01 | 542.4599865061 |
| 1996-10-01 | 544.8553722603 |
| 1996-11-01 | 545.9098890221 |
| 1996-12-01 | 547.3242253188 |
| 1997-01-01 | 541.7119452208 |
| 1997-02-01 | 545.7427564437 |
| 1997-03-01 | 547.6670184413 |
| 1997-04-01 | 554.9529459511 |
| 1997-05-01 | 557.8540173947 |
| 1997-06-01 | 561.0641449815 |
| 1997-07-01 | 559.5626408993 |
| 1997-08-01 | 563.3919155931 |
| 1997-09-01 | 563.8848504710 |
| 1997-10-01 | 571.6063415729 |
| 1997-11-01 | 572.0656276450 |
| 1997-12-01 | 573.5677660536 |
| 1998-01-01 | 576.9547055349 |
| 1998-02-01 | 582.6269065309 |
| 1998-03-01 | 584.8443296981 |
| 1998-04-01 | 584.0733358678 |
| 1998-05-01 | 583.8037053637 |
| 1998-06-01 | 585.3870028436 |
| 1998-07-01 | 586.8774220658 |
| 1998-08-01 | 588.5064884019 |
| 1998-09-01 | 587.4388955941 |
| 1998-10-01 | 585.2221121283 |
| 1998-11-01 | 585.7439554248 |
| 1998-12-01 | 585.9641192675 |
| 1999-01-01 | 566.5713172139 |
| 1999-02-01 | 561.9743322483 |
| 1999-03-01 | 562.5035858723 |
| 1999-04-01 | 579.2266163021 |
| 1999-05-01 | 579.4167230320 |
| 1999-06-01 | 582.9988710079 |
| 1999-07-01 | 586.3040566104 |
| 1999-08-01 | 585.0067006170 |
| 1999-09-01 | 589.4937150109 |
| 1999-10-01 | 588.0645341405 |
| 1999-11-01 | 592.6038091117 |
| 1999-12-01 | 597.7345483377 |
| 2000-01-01 | 582.0304190410 |
| 2000-02-01 | 584.5088962845 |
| 2000-03-01 | 582.4858415918 |
| 2000-04-01 | 591.1716715923 |
| 2000-05-01 | 589.1669577643 |
| 2000-06-01 | 591.2363173211 |
| 2000-07-01 | 595.0455723097 |
| 2000-08-01 | 596.1156032854 |
| 2000-09-01 | 596.9122860057 |
| 2000-10-01 | 600.6083613577 |
| 2000-11-01 | 599.9329521589 |
| 2000-12-01 | 597.8245933715 |
| 2001-01-01 | 598.2478178076 |
| 2001-02-01 | 599.5244901314 |
| 2001-03-01 | 598.4010674753 |
| 2001-04-01 | 590.5630313462 |
| 2001-05-01 | 596.1193881536 |
| 2001-06-01 | 590.9166094399 |
| 2001-07-01 | 587.9379488312 |
| 2001-08-01 | 589.1288238727 |
| 2001-09-01 | 586.8466100866 |
| 2001-10-01 | 584.4992404328 |
| 2001-11-01 | 581.1332971753 |
| 2001-12-01 | 580.1879514944 |
| 2002-01-01 | 579.6697980964 |
| 2002-02-01 | 577.8378445884 |
| 2002-03-01 | 577.6208094947 |
| 2002-04-01 | 580.6053081643 |
| 2002-05-01 | 580.3325222918 |
| 2002-06-01 | 578.4752125981 |
| 2002-07-01 | 576.7282477137 |
| 2002-08-01 | 575.4606174568 |
| 2002-09-01 | 575.4266012441 |
| 2002-10-01 | 573.1626362557 |
| 2002-11-01 | 573.4171769195 |
| 2002-12-01 | 572.3150839227 |
| 2003-01-01 | 570.9378545439 |
| 2003-02-01 | 567.3693397265 |
| 2003-03-01 | 568.2099925853 |
| 2003-04-01 | 565.0188298675 |
| 2003-05-01 | 563.0937707679 |
| 2003-06-01 | 561.3712695894 |
| 2003-07-01 | 558.1764054309 |
| 2003-08-01 | 557.8832704454 |
| 2003-09-01 | 555.9550401059 |
| 2003-10-01 | 556.2985610339 |
| 2003-11-01 | 553.3696188472 |
| 2003-12-01 | 555.7731107579 |
| 2004-01-01 | 555.1378159026 |
| 2004-02-01 | 557.1536353174 |
| 2004-03-01 | 557.7658472781 |
| 2004-04-01 | 558.4570689237 |
| 2004-05-01 | 561.4833233425 |
| 2004-06-01 | 562.7749692445 |
| 2004-07-01 | 567.0271262493 |
| 2004-08-01 | 564.9013826162 |
| 2004-09-01 | 563.7309364446 |
| 2004-10-01 | 565.8019767261 |
| 2004-11-01 | 566.9593974926 |
| 2004-12-01 | 566.9979160101 |
| 2005-01-01 | 572.2188798147 |
| 2005-02-01 | 569.6495694687 |
| 2005-03-01 | 567.1647846944 |
| 2005-04-01 | 570.5345610083 |
| 2005-05-01 | 571.7545979050 |
| 2005-06-01 | 572.0379900591 |
| 2005-07-01 | 574.9877867301 |
| 2005-08-01 | 575.9858839822 |
| 2005-09-01 | 579.1336308957 |
| 2005-10-01 | 581.2111971092 |
| 2005-11-01 | 583.5435641905 |
| 2005-12-01 | 583.9555667107 |
| 2006-01-01 | 587.7334470981 |
| 2006-02-01 | 587.9268274666 |
| 2006-03-01 | 588.6784532928 |
| 2006-04-01 | 592.3676393145 |
| 2006-05-01 | 593.6620986488 |
| 2006-06-01 | 597.6867055593 |
| 2006-07-01 | 599.2408630278 |
| 2006-08-01 | 600.7412069179 |
| 2006-09-01 | 601.1432996701 |
| 2006-10-01 | 602.4927524960 |
| 2006-11-01 | 604.1206221896 |
| 2006-12-01 | 603.6006926127 |
| 2007-01-01 | 602.2519347446 |
| 2007-02-01 | 603.9085334893 |
| 2007-03-01 | 605.7206076278 |
| 2007-04-01 | 599.3685063137 |
| 2007-05-01 | 601.4251107024 |
| 2007-06-01 | 603.1135571430 |
| 2007-07-01 | 600.9238146244 |
| 2007-08-01 | 601.2032991274 |
| 2007-09-01 | 599.9035667206 |
| 2007-10-01 | 598.4887176408 |
| 2007-11-01 | 596.9613964032 |
| 2007-12-01 | 598.9188151916 |
| 2008-01-01 | 583.6566165310 |
| 2008-02-01 | 585.7237428926 |
| 2008-03-01 | 585.6939603610 |
| 2008-04-01 | 584.9838672019 |
| 2008-05-01 | 584.1954144496 |
| 2008-06-01 | 580.7220066982 |
| 2008-07-01 | 581.1339527641 |
| 2008-08-01 | 577.0603321805 |
| 2008-09-01 | 573.5630090697 |
| 2008-10-01 | 567.0324588530 |
| 2008-11-01 | 560.5353363431 |
| 2008-12-01 | 556.3596740696 |
| 2009-01-01 | 549.2102456067 |
| 2009-02-01 | 541.0075535301 |
| 2009-03-01 | 535.5735148793 |
| 2009-04-01 | 523.5234770419 |
| 2009-05-01 | 522.7775345946 |
| 2009-06-01 | 518.8719411328 |
| 2009-07-01 | 513.3174975577 |
| 2009-08-01 | 511.9893394896 |
| 2009-09-01 | 510.2502826087 |
| 2009-10-01 | 512.9122754174 |
| 2009-11-01 | 512.6192119566 |
| 2009-12-01 | 511.1814619628 |
| 2010-01-01 | 515.4093240966 |
| 2010-02-01 | 514.0227652879 |
| 2010-03-01 | 514.3394117890 |
| 2010-04-01 | 519.0160831994 |
| 2010-05-01 | 519.1215798094 |
| 2010-06-01 | 520.8376317078 |
| 2010-07-01 | 520.2740114508 |
| 2010-08-01 | 521.7315376862 |
| 2010-09-01 | 519.5226288759 |
| 2010-10-01 | 527.8905306666 |
| 2010-11-01 | 526.9497326211 |
| 2010-12-01 | 527.3933468296 |
| 2011-01-01 | 529.6626546334 |
| 2011-02-01 | 531.5070686425 |
| 2011-03-01 | 530.7795662777 |
| 2011-04-01 | 530.9180228503 |
| 2011-05-01 | 532.5684421423 |
| 2011-06-01 | 534.2287974558 |
| 2011-07-01 | 538.6355964125 |
| 2011-08-01 | 538.2137800366 |
| 2011-09-01 | 541.8656858948 |
| 2011-10-01 | 542.0337259120 |
| 2011-11-01 | 541.4934914600 |
| 2011-12-01 | 544.2049911263 |
| 2012-01-01 | 546.5406029423 |
| 2012-02-01 | 551.5692155127 |
| 2012-03-01 | 555.8467731104 |
| 2012-04-01 | 558.2940532826 |
| 2012-05-01 | 562.3951251436 |
| 2012-06-01 | 566.7201170253 |
| 2012-07-01 | 565.0683321860 |
| 2012-08-01 | 566.5499649896 |
| 2012-09-01 | 568.3873889971 |
| 2012-10-01 | 569.9018658302 |
| 2012-11-01 | 573.4361373314 |
| 2012-12-01 | 576.0808807557 |
| 2013-01-01 | 574.0077356708 |
| 2013-02-01 | 576.0320510282 |
| 2013-03-01 | 578.5268716900 |
| 2013-04-01 | 580.3999686158 |
| 2013-05-01 | 583.2567317990 |
| 2013-06-01 | 584.2215423519 |
| 2013-07-01 | 588.2513903005 |
| 2013-08-01 | 591.5764240472 |
| 2013-09-01 | 592.9556898725 |
| 2013-10-01 | 595.6596795794 |
| 2013-11-01 | 599.0898897707 |
| 2013-12-01 | 600.1537811005 |
| 2014-01-01 | 601.7004427123 |
| 2014-02-01 | 598.2771046855 |
| 2014-03-01 | 598.7515653199 |
| 2014-04-01 | 593.3985459186 |
| 2014-05-01 | 594.5595080475 |
| 2014-06-01 | 593.0736021788 |
| 2014-07-01 | 590.7852435046 |
| 2014-08-01 | 593.3675612422 |
| 2014-09-01 | 590.7177219339 |
| 2014-10-01 | 588.8907785328 |
| 2014-11-01 | 588.5208655773 |
| 2014-12-01 | 590.0147879751 |
| 2015-01-01 | 588.7321084992 |
| 2015-02-01 | 590.9622470291 |
| 2015-03-01 | 590.5269895097 |
| 2015-04-01 | 594.5423865231 |
| 2015-05-01 | 595.0945577941 |
| 2015-06-01 | 596.1070128156 |
| 2015-07-01 | 597.4819142438 |
| 2015-08-01 | 596.0706271859 |
| 2015-09-01 | 595.6925030290 |
| 2015-10-01 | 602.7492750458 |
| 2015-11-01 | 600.8996766605 |
| 2015-12-01 | 600.6334610544 |
| 2016-01-01 | 603.6319048666 |
| 2016-02-01 | 604.8029321948 |
| 2016-03-01 | 598.9592513588 |
| 2016-04-01 | 605.0441662174 |
| 2016-05-01 | 605.4722881465 |
| 2016-06-01 | 605.0703107097 |
| 2016-07-01 | 607.1838774964 |
| 2016-08-01 | 607.3780862179 |
| 2016-09-01 | 608.9634359520 |
| 2016-10-01 | 606.8493065595 |
| 2016-11-01 | 606.1385604046 |
| 2016-12-01 | 605.3646528957 |
| 2017-01-01 | 608.1450252322 |
| 2017-02-01 | 609.3830694614 |
| 2017-03-01 | 611.2691674774 |
| 2017-04-01 | 610.2426461857 |
| 2017-05-01 | 611.8295711885 |
| 2017-06-01 | 613.3553579978 |
| 2017-07-01 | 619.4744074818 |
| 2017-08-01 | 618.7418414312 |
| 2017-09-01 | 619.7679731303 |
| 2017-10-01 | 618.3384200510 |
| 2017-11-01 | 618.8174214192 |
| 2017-12-01 | 620.0795654929 |
| 2018-01-01 | 623.5629961291 |
| 2018-02-01 | 620.8081697173 |
| 2018-03-01 | 622.9512465084 |
| 2018-04-01 | 630.1207957060 |
| 2018-05-01 | 630.2664785848 |
| 2018-06-01 | 635.1429033701 |
| 2018-07-01 | 634.7435183794 |
| 2018-08-01 | 636.4713609942 |
| 2018-09-01 | 638.7045510026 |
| 2018-10-01 | 643.1876038180 |
| 2018-11-01 | 645.5659226818 |
| 2018-12-01 | 647.9850604202 |
| 2019-01-01 | 646.1607444672 |
| 2019-02-01 | 647.4678487522 |
| 2019-03-01 | 650.0478910786 |
| 2019-04-01 | 644.1723473452 |
| 2019-05-01 | 645.3650428674 |
| 2019-06-01 | 648.9692766283 |
| 2019-07-01 | 649.6207085809 |
| 2019-08-01 | 652.5862582982 |
| 2019-09-01 | 649.4402433681 |
| 2019-10-01 | 646.3799164936 |
| 2019-11-01 | 652.1455620838 |
| 2019-12-01 | 654.6425397779 |
| 2020-01-01 | 653.5399944214 |
| 2020-02-01 | 656.8152683141 |
| 2020-03-01 | 643.5135933377 |
| 2020-04-01 | 563.8011519073 |
| 2020-05-01 | 570.8597381701 |
| 2020-06-01 | 578.0159372940 |
| 2020-07-01 | 581.8625538752 |
| 2020-08-01 | 585.6271524785 |
| 2020-09-01 | 584.1280102193 |
| 2020-10-01 | 596.6533843099 |
| 2020-11-01 | 600.6729992378 |
| 2020-12-01 | 604.0179565201 |
| 2021-01-01 | 610.5571917194 |
| 2021-02-01 | 614.5709864018 |
| 2021-03-01 | 617.9753412032 |
| 2021-04-01 | 623.6424640946 |
| 2021-05-01 | 627.3856444651 |
| 2021-06-01 | 625.8320877231 |
| 2021-07-01 | 633.4297008495 |
| 2021-08-01 | 634.5311260300 |
| 2021-09-01 | 633.4703045951 |
| 2021-10-01 | 647.3522097636 |
| 2021-11-01 | 652.2780877709 |
| 2021-12-01 | 654.4364786535 |
| 2022-01-01 | 654.3923791233 |
| 2022-02-01 | 661.9471832833 |
| 2022-03-01 | 664.2372843721 |
| 2022-04-01 | 669.0957050337 |
| 2022-05-01 | 670.6597560594 |
| 2022-06-01 | 669.7562250113 |
| 2022-07-01 | 670.3099291636 |
| 2022-08-01 | 669.3627685294 |
| 2022-09-01 | 672.9847329477 |
| 2022-10-01 | 669.3290613086 |
| 2022-11-01 | 667.8237142073 |
| 2022-12-01 | 669.5970851686 |
| 2023-01-01 | 666.0806020316 |
| 2023-02-01 | 659.5116778810 |
| 2023-03-01 | 658.7232752240 |
| 2023-04-01 | 659.8551645069 |
| 2023-05-01 | 661.1609495594 |
| 2023-06-01 | 660.1188160891 |
| 2023-07-01 | 655.7308243364 |
| 2023-08-01 | 654.6673689034 |
| 2023-09-01 | 653.4824547780 |
| 2023-10-01 | 652.2302264013 |
| 2023-11-01 | 649.4001364190 |
| 2023-12-01 | 656.5945460036 |
| 2024-01-01 | 666.0289620065 |
| 2024-02-01 | 660.7722305422 |
| 2024-03-01 | 660.3190825933 |
| 2024-04-01 | 651.8970833421 |
| 2024-05-01 | 653.3945963383 |
| 2024-06-01 | 652.1536040353 |
| 2024-07-01 | 655.2476020147 |
| 2024-08-01 | 658.2826221863 |
| 2024-09-01 | 656.6202404027 |
| 2024-10-01 | 660.7977005345 |
| 2024-11-01 | 658.8162359272 |
| 2024-12-01 | 655.3206525894 |
| 2025-01-01 | 658.0690047050 |
| 2025-02-01 | 658.4788806298 |
| 2025-03-01 | 660.1839595312 |
| 2025-04-01 | 661.4032800899 |
| 2025-05-01 | 662.2847528864 |
| 2025-06-01 | 656.2331303431 |
| 2025-07-01 | 659.1463364289 |
| 2025-08-01 | 665.2469648954 |
| 2025-09-01 | 662.6474814185 |
| 2025-10-01 | 659.9159962850 |
| 2025-11-01 | 659.4190801311 |
| 2025-12-01 | 659.9168144097 |
| 2026-01-01 | 659.9396068583 |
| 2026-02-01 | 660.3665123744 |
| 2026-03-01 | 658.7077652553 |
| 2026-04-01 | 658.4022583190 |
| 2026-05-01 | 657.9311733516 |
| 2026-06-01 | 662.1344842760 |
| 2026-07-01 | 660.5405944855 |
| 2026-08-01 | 659.2630895836 |