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 2026-06-01 |
| Last Updated | 2026-07-22 10:39 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 | 556.205766604429 |
| 1990-02-01 | 555.213868422696 |
| 1990-03-01 | 556.463439834261 |
| 1990-04-01 | 552.511649256327 |
| 1990-05-01 | 551.756265187070 |
| 1990-06-01 | 549.893609376086 |
| 1990-07-01 | 548.930380462960 |
| 1990-08-01 | 546.324271362232 |
| 1990-09-01 | 544.647993685368 |
| 1990-10-01 | 545.320498980296 |
| 1990-11-01 | 543.488885122441 |
| 1990-12-01 | 541.609835467938 |
| 1991-01-01 | 532.164563042579 |
| 1991-02-01 | 529.985363952795 |
| 1991-03-01 | 526.430422338291 |
| 1991-04-01 | 524.126378796019 |
| 1991-05-01 | 522.924314112830 |
| 1991-06-01 | 517.512049509917 |
| 1991-07-01 | 520.141338201615 |
| 1991-08-01 | 522.675776465391 |
| 1991-09-01 | 521.940444020433 |
| 1991-10-01 | 516.776255843344 |
| 1991-11-01 | 515.287797968201 |
| 1991-12-01 | 515.804879753403 |
| 1992-01-01 | 515.933521714323 |
| 1992-02-01 | 499.141587498216 |
| 1992-03-01 | 500.343119304617 |
| 1992-04-01 | 500.828788523810 |
| 1992-05-01 | 500.880900609704 |
| 1992-06-01 | 502.007700965833 |
| 1992-07-01 | 503.050702621629 |
| 1992-08-01 | 501.930694875575 |
| 1992-09-01 | 500.146845811977 |
| 1992-10-01 | 504.317969506656 |
| 1992-11-01 | 505.562580245819 |
| 1992-12-01 | 505.028714745209 |
| 1993-01-01 | 511.554060980231 |
| 1993-02-01 | 510.909495046589 |
| 1993-03-01 | 509.950691888479 |
| 1993-04-01 | 511.974353627925 |
| 1993-05-01 | 512.146861795260 |
| 1993-06-01 | 512.507923372396 |
| 1993-07-01 | 515.018902345081 |
| 1993-08-01 | 516.785484314063 |
| 1993-09-01 | 517.830284292876 |
| 1993-10-01 | 501.855443090533 |
| 1993-11-01 | 502.167904087774 |
| 1993-12-01 | 506.569492342262 |
| 1994-01-01 | 511.083188992423 |
| 1994-02-01 | 514.639789733923 |
| 1994-03-01 | 518.702357296983 |
| 1994-04-01 | 512.885527659359 |
| 1994-05-01 | 511.421042213360 |
| 1994-06-01 | 512.690981425707 |
| 1994-07-01 | 510.383963682644 |
| 1994-08-01 | 512.234758623953 |
| 1994-09-01 | 515.342893201551 |
| 1994-10-01 | 516.298449263607 |
| 1994-11-01 | 518.217239417793 |
| 1994-12-01 | 522.180768007080 |
| 1995-01-01 | 518.639248419325 |
| 1995-02-01 | 523.307953482989 |
| 1995-03-01 | 524.205848108383 |
| 1995-04-01 | 524.131648795619 |
| 1995-05-01 | 525.726378873126 |
| 1995-06-01 | 529.830826023715 |
| 1995-07-01 | 520.369466803904 |
| 1995-08-01 | 525.324303435600 |
| 1995-09-01 | 527.349863633857 |
| 1995-10-01 | 523.931768457534 |
| 1995-11-01 | 527.029070783174 |
| 1995-12-01 | 525.636364434907 |
| 1996-01-01 | 528.107102191942 |
| 1996-02-01 | 527.631073196438 |
| 1996-03-01 | 530.555664916214 |
| 1996-04-01 | 531.733231905278 |
| 1996-05-01 | 536.471172247636 |
| 1996-06-01 | 536.626627644640 |
| 1996-07-01 | 541.369407483226 |
| 1996-08-01 | 541.689995355613 |
| 1996-09-01 | 542.459399823777 |
| 1996-10-01 | 544.856327856332 |
| 1996-11-01 | 545.910022860678 |
| 1996-12-01 | 547.325099891245 |
| 1997-01-01 | 541.708465253549 |
| 1997-02-01 | 545.744781935734 |
| 1997-03-01 | 547.670359499899 |
| 1997-04-01 | 554.951756629622 |
| 1997-05-01 | 557.853343655224 |
| 1997-06-01 | 561.063658056440 |
| 1997-07-01 | 559.562364847685 |
| 1997-08-01 | 563.391659426095 |
| 1997-09-01 | 563.884443237071 |
| 1997-10-01 | 571.606951130011 |
| 1997-11-01 | 572.065612941252 |
| 1997-12-01 | 573.568167451911 |
| 1998-01-01 | 576.948790085031 |
| 1998-02-01 | 582.631044459511 |
| 1998-03-01 | 584.849693577383 |
| 1998-04-01 | 584.071073870359 |
| 1998-05-01 | 583.803274960330 |
| 1998-06-01 | 585.386393810301 |
| 1998-07-01 | 586.876935381919 |
| 1998-08-01 | 588.506047378777 |
| 1998-09-01 | 587.438494313619 |
| 1998-10-01 | 585.222706166714 |
| 1998-11-01 | 585.743996631713 |
| 1998-12-01 | 585.964350611396 |
| 1999-01-01 | 566.565470383532 |
| 1999-02-01 | 561.978439160467 |
| 1999-03-01 | 562.509278245034 |
| 1999-04-01 | 579.223486452077 |
| 1999-05-01 | 579.416861333737 |
| 1999-06-01 | 582.998182045898 |
| 1999-07-01 | 586.303461978729 |
| 1999-08-01 | 585.006229600454 |
| 1999-09-01 | 589.493398670161 |
| 1999-10-01 | 588.064938857431 |
| 1999-11-01 | 592.604056869419 |
| 1999-12-01 | 597.734896563099 |
| 2000-01-01 | 582.024598148430 |
| 2000-02-01 | 584.513128526083 |
| 2000-03-01 | 582.491766329175 |
| 2000-04-01 | 591.167582935999 |
| 2000-05-01 | 589.167548849351 |
| 2000-06-01 | 591.235604664094 |
| 2000-07-01 | 595.044910940666 |
| 2000-08-01 | 596.115111638633 |
| 2000-09-01 | 596.912153067361 |
| 2000-10-01 | 600.608587635677 |
| 2000-11-01 | 599.933478888475 |
| 2000-12-01 | 597.825053824232 |
| 2001-01-01 | 598.243627557334 |
| 2001-02-01 | 599.527346441935 |
| 2001-03-01 | 598.405922958102 |
| 2001-04-01 | 590.558881370286 |
| 2001-05-01 | 596.120320170504 |
| 2001-06-01 | 590.916077708077 |
| 2001-07-01 | 587.937422524864 |
| 2001-08-01 | 589.128462860141 |
| 2001-09-01 | 586.846750047292 |
| 2001-10-01 | 584.499271420567 |
| 2001-11-01 | 581.133941210118 |
| 2001-12-01 | 580.188328951946 |
| 2002-01-01 | 579.667422744127 |
| 2002-02-01 | 577.839275848497 |
| 2002-03-01 | 577.623847811795 |
| 2002-04-01 | 580.601910084540 |
| 2002-05-01 | 580.333579630479 |
| 2002-06-01 | 578.474775272046 |
| 2002-07-01 | 576.727828313795 |
| 2002-08-01 | 575.460380141132 |
| 2002-09-01 | 575.426967344716 |
| 2002-10-01 | 573.162772725746 |
| 2002-11-01 | 573.417853197202 |
| 2002-12-01 | 572.315294028712 |
| 2003-01-01 | 570.937127803702 |
| 2003-02-01 | 567.369456408839 |
| 2003-03-01 | 568.211208826934 |
| 2003-04-01 | 565.016557522315 |
| 2003-05-01 | 563.094574101959 |
| 2003-06-01 | 561.370934277029 |
| 2003-07-01 | 558.176124960382 |
| 2003-08-01 | 557.883243290945 |
| 2003-09-01 | 555.955667877366 |
| 2003-10-01 | 556.298974555473 |
| 2003-11-01 | 553.370462991334 |
| 2003-12-01 | 555.773249799498 |
| 2004-01-01 | 555.136981974422 |
| 2004-02-01 | 557.153318008210 |
| 2004-03-01 | 557.766546024204 |
| 2004-04-01 | 558.455511100625 |
| 2004-05-01 | 561.483330667200 |
| 2004-06-01 | 562.774499416367 |
| 2004-07-01 | 567.026843608258 |
| 2004-08-01 | 564.901539589070 |
| 2004-09-01 | 563.731851964667 |
| 2004-10-01 | 565.802829513710 |
| 2004-11-01 | 566.961017056455 |
| 2004-12-01 | 566.999274370614 |
| 2005-01-01 | 572.216622922077 |
| 2005-02-01 | 569.648216609652 |
| 2005-03-01 | 567.165190996062 |
| 2005-04-01 | 570.533394583466 |
| 2005-05-01 | 571.753800722399 |
| 2005-06-01 | 572.037426591734 |
| 2005-07-01 | 574.987571558877 |
| 2005-08-01 | 575.986271079670 |
| 2005-09-01 | 579.134976522645 |
| 2005-10-01 | 581.212697757815 |
| 2005-11-01 | 583.545977924718 |
| 2005-12-01 | 583.958271764618 |
| 2006-01-01 | 587.729672526779 |
| 2006-02-01 | 587.924275998177 |
| 2006-03-01 | 588.678424402028 |
| 2006-04-01 | 592.366674326741 |
| 2006-05-01 | 593.660823370423 |
| 2006-06-01 | 597.685927885399 |
| 2006-07-01 | 599.240715156473 |
| 2006-08-01 | 600.741880514981 |
| 2006-09-01 | 601.144985457551 |
| 2006-10-01 | 602.494929071520 |
| 2006-11-01 | 604.123868904078 |
| 2006-12-01 | 603.604864545667 |
| 2007-01-01 | 602.246562245818 |
| 2007-02-01 | 603.905055033669 |
| 2007-03-01 | 605.719814797913 |
| 2007-04-01 | 599.367578156026 |
| 2007-05-01 | 601.423723050591 |
| 2007-06-01 | 603.112882723787 |
| 2007-07-01 | 600.923889095002 |
| 2007-08-01 | 601.204185826446 |
| 2007-09-01 | 599.905445790280 |
| 2007-10-01 | 598.491248098685 |
| 2007-11-01 | 596.964682187951 |
| 2007-12-01 | 598.923062237789 |
| 2008-01-01 | 583.651134742926 |
| 2008-02-01 | 585.720078135139 |
| 2008-03-01 | 585.692880716706 |
| 2008-04-01 | 584.983081833605 |
| 2008-05-01 | 584.194095140195 |
| 2008-06-01 | 580.721503849356 |
| 2008-07-01 | 581.134199865937 |
| 2008-08-01 | 577.061246495713 |
| 2008-09-01 | 573.564675640461 |
| 2008-10-01 | 567.034762630504 |
| 2008-11-01 | 560.538228550876 |
| 2008-12-01 | 556.363545616331 |
| 2009-01-01 | 549.205062595304 |
| 2009-02-01 | 541.004468101233 |
| 2009-03-01 | 535.572240965878 |
| 2009-04-01 | 523.523047457244 |
| 2009-05-01 | 522.776638474254 |
| 2009-06-01 | 518.871773904676 |
| 2009-07-01 | 513.317853681714 |
| 2009-08-01 | 511.990051706830 |
| 2009-09-01 | 510.251552317546 |
| 2009-10-01 | 512.913969729183 |
| 2009-11-01 | 512.621106377707 |
| 2009-12-01 | 511.183861312599 |
| 2010-01-01 | 515.405673081756 |
| 2010-02-01 | 514.020677622289 |
| 2010-03-01 | 514.338177837087 |
| 2010-04-01 | 519.015959860948 |
| 2010-05-01 | 519.121052671979 |
| 2010-06-01 | 520.837656440073 |
| 2010-07-01 | 520.274365717838 |
| 2010-08-01 | 521.732065172184 |
| 2010-09-01 | 519.523545143283 |
| 2010-10-01 | 527.891705796405 |
| 2010-11-01 | 526.950850345278 |
| 2010-12-01 | 527.394636120617 |
| 2011-01-01 | 529.660249290411 |
| 2011-02-01 | 531.505949589926 |
| 2011-03-01 | 530.778442000949 |
| 2011-04-01 | 530.918142475374 |
| 2011-05-01 | 532.568260677878 |
| 2011-06-01 | 534.228964898703 |
| 2011-07-01 | 538.635884733392 |
| 2011-08-01 | 538.214082170261 |
| 2011-09-01 | 541.866271070052 |
| 2011-10-01 | 542.034397570992 |
| 2011-11-01 | 541.493842792443 |
| 2011-12-01 | 544.205070289988 |
| 2012-01-01 | 546.539694827277 |
| 2012-02-01 | 551.568818919712 |
| 2012-03-01 | 555.846172178041 |
| 2012-04-01 | 558.294208055265 |
| 2012-05-01 | 562.395111661078 |
| 2012-06-01 | 566.720249241553 |
| 2012-07-01 | 565.068462221671 |
| 2012-08-01 | 566.550084573217 |
| 2012-09-01 | 568.387650975838 |
| 2012-10-01 | 569.902124851180 |
| 2012-11-01 | 573.436196581577 |
| 2012-12-01 | 576.080824896908 |
| 2013-01-01 | 574.007276704897 |
| 2013-02-01 | 576.031946376098 |
| 2013-03-01 | 578.526781911746 |
| 2013-04-01 | 580.400067383032 |
| 2013-05-01 | 583.256787733223 |
| 2013-06-01 | 584.221631030774 |
| 2013-07-01 | 588.251408468946 |
| 2013-08-01 | 591.576415591921 |
| 2013-09-01 | 592.955756252911 |
| 2013-10-01 | 595.659714490641 |
| 2013-11-01 | 599.089811719256 |
| 2013-12-01 | 600.153613919606 |
| 2014-01-01 | 601.700396293434 |
| 2014-02-01 | 598.277133446188 |
| 2014-03-01 | 598.751809685140 |
| 2014-04-01 | 593.398591847342 |
| 2014-05-01 | 594.559591491810 |
| 2014-06-01 | 593.073665307636 |
| 2014-07-01 | 590.784927886403 |
| 2014-08-01 | 593.367574300618 |
| 2014-09-01 | 590.717694514687 |
| 2014-10-01 | 588.890670191981 |
| 2014-11-01 | 588.520763037625 |
| 2014-12-01 | 590.014664361210 |
| 2015-01-01 | 588.732172170888 |
| 2015-02-01 | 590.962305716955 |
| 2015-03-01 | 590.527903057517 |
| 2015-04-01 | 594.542338063651 |
| 2015-05-01 | 595.094502615108 |
| 2015-06-01 | 596.106963617605 |
| 2015-07-01 | 597.481224594719 |
| 2015-08-01 | 596.070631617971 |
| 2015-09-01 | 595.692402314689 |
| 2015-10-01 | 602.749072095872 |
| 2015-11-01 | 600.899537909100 |
| 2015-12-01 | 600.633354296456 |
| 2016-01-01 | 603.632072044771 |
| 2016-02-01 | 604.803022821821 |
| 2016-03-01 | 598.961684171765 |
| 2016-04-01 | 605.043307790611 |
| 2016-05-01 | 605.472107565838 |
| 2016-06-01 | 605.070070964831 |
| 2016-07-01 | 607.182643192082 |
| 2016-08-01 | 607.378328365421 |
| 2016-09-01 | 608.963139532558 |
| 2016-10-01 | 606.849003053032 |
| 2016-11-01 | 606.138372951479 |
| 2016-12-01 | 605.364567635377 |
| 2017-01-01 | 608.145179368398 |
| 2017-02-01 | 609.383105208058 |
| 2017-03-01 | 611.274216813807 |
| 2017-04-01 | 610.240617610251 |
| 2017-05-01 | 611.828743075912 |
| 2017-06-01 | 613.354768788849 |
| 2017-07-01 | 619.472877316477 |
| 2017-08-01 | 618.742202454787 |
| 2017-09-01 | 619.767652937491 |
| 2017-10-01 | 618.338096067357 |
| 2017-11-01 | 618.817249520852 |
| 2017-12-01 | 620.079437379956 |
| 2018-01-01 | 623.563070370517 |
| 2018-02-01 | 620.808317297127 |
| 2018-03-01 | 622.958395875251 |
| 2018-04-01 | 630.117345770513 |
| 2018-05-01 | 630.264494601192 |
| 2018-06-01 | 635.143608091829 |
| 2018-07-01 | 634.741098201607 |
| 2018-08-01 | 636.471580427502 |
| 2018-09-01 | 638.704529907357 |
| 2018-10-01 | 643.187395710077 |
| 2018-11-01 | 645.565960001464 |
| 2018-12-01 | 647.985401440584 |
| 2019-01-01 | 646.160005423732 |
| 2019-02-01 | 647.468169090591 |
| 2019-03-01 | 650.056110762666 |
| 2019-04-01 | 644.167671443964 |
| 2019-05-01 | 645.361439985456 |
| 2019-06-01 | 648.971370698757 |
| 2019-07-01 | 649.618157959885 |
| 2019-08-01 | 652.586590764266 |
| 2019-09-01 | 649.441527922291 |
| 2019-10-01 | 646.380830552415 |
| 2019-11-01 | 652.146388019156 |
| 2019-12-01 | 654.643205663607 |
| 2020-01-01 | 653.537396824068 |
| 2020-02-01 | 656.813393941479 |
| 2020-03-01 | 643.518211654617 |
| 2020-04-01 | 563.795593143930 |
| 2020-05-01 | 570.856930481124 |
| 2020-06-01 | 578.021885026869 |
| 2020-07-01 | 581.863157718614 |
| 2020-08-01 | 585.629732284889 |
| 2020-09-01 | 584.131085185087 |
| 2020-10-01 | 596.656123873335 |
| 2020-11-01 | 600.674098735741 |
| 2020-12-01 | 604.016664926386 |
| 2021-01-01 | 610.544935150890 |
| 2021-02-01 | 614.561424712663 |
| 2021-03-01 | 617.973461983387 |
| 2021-04-01 | 623.624054038148 |
| 2021-05-01 | 627.397386291923 |
| 2021-06-01 | 625.857134972787 |
| 2021-07-01 | 633.445481255771 |
| 2021-08-01 | 634.540271213864 |
| 2021-09-01 | 633.474406353148 |
| 2021-10-01 | 647.354715248113 |
| 2021-11-01 | 652.277374696719 |
| 2021-12-01 | 654.423305852550 |
| 2022-01-01 | 654.353033969329 |
| 2022-02-01 | 661.911724445746 |
| 2022-03-01 | 664.214243381662 |
| 2022-04-01 | 669.055586006830 |
| 2022-05-01 | 670.684879631865 |
| 2022-06-01 | 669.908496581589 |
| 2022-07-01 | 670.337057788003 |
| 2022-08-01 | 669.372418595738 |
| 2022-09-01 | 672.981084549138 |
| 2022-10-01 | 669.323633996482 |
| 2022-11-01 | 667.813579120887 |
| 2022-12-01 | 669.556599073759 |
| 2023-01-01 | 665.991449139987 |
| 2023-02-01 | 659.434897420071 |
| 2023-03-01 | 658.665469248507 |
| 2023-04-01 | 659.774091774858 |
| 2023-05-01 | 661.172029417258 |
| 2023-06-01 | 660.601876332073 |
| 2023-07-01 | 655.738145429254 |
| 2023-08-01 | 654.642054867715 |
| 2023-09-01 | 653.466558354822 |
| 2023-10-01 | 652.212564277512 |
| 2023-11-01 | 649.368103361626 |
| 2023-12-01 | 656.511326204896 |
| 2024-01-01 | 665.870890162379 |
| 2024-02-01 | 660.620518601167 |
| 2024-03-01 | 660.210181998990 |
| 2024-04-01 | 651.790669922785 |
| 2024-05-01 | 653.385849814883 |
| 2024-06-01 | 653.015432290361 |
| 2024-07-01 | 655.297564728819 |
| 2024-08-01 | 658.192577034052 |
| 2024-09-01 | 656.583497018169 |
| 2024-10-01 | 660.760037152200 |
| 2024-11-01 | 658.752168121973 |
| 2024-12-01 | 655.187109216822 |
| 2025-01-01 | 657.840586043840 |
| 2025-02-01 | 658.251436701078 |
| 2025-03-01 | 660.025672944613 |
| 2025-04-01 | 661.264538048074 |
| 2025-05-01 | 662.253615015177 |
| 2025-06-01 | 657.479183541288 |
| 2025-07-01 | 659.253703601864 |
| 2025-08-01 | 665.104268311022 |
| 2025-09-01 | 662.588524723629 |
| 2025-10-01 | 659.856191818470 |
| 2025-11-01 | 659.319869465897 |
| 2025-12-01 | 659.733125659497 |
| 2026-01-01 | 659.649669755064 |
| 2026-02-01 | 660.069378382413 |
| 2026-03-01 | 658.510951903368 |
| 2026-04-01 | 658.261849452001 |
| 2026-05-01 | 657.889919117901 |
| 2026-06-01 | 660.210097680331 |