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 2026-02-01 |
| Last Updated | 2026-04-23 12:54 PM 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 | 556.210423533422 |
| 1990-02-01 | 555.212021144350 |
| 1990-03-01 | 556.461586516339 |
| 1990-04-01 | 552.509999530817 |
| 1990-05-01 | 551.754993593080 |
| 1990-06-01 | 549.893585956873 |
| 1990-07-01 | 548.929922671959 |
| 1990-08-01 | 546.324499217521 |
| 1990-09-01 | 544.646997168869 |
| 1990-10-01 | 545.321213220380 |
| 1990-11-01 | 543.489715199739 |
| 1990-12-01 | 541.611500469460 |
| 1991-01-01 | 532.168930244571 |
| 1991-02-01 | 529.983520347801 |
| 1991-03-01 | 526.428779612618 |
| 1991-04-01 | 524.124921464675 |
| 1991-05-01 | 522.923180603432 |
| 1991-06-01 | 517.511977466535 |
| 1991-07-01 | 520.140927239443 |
| 1991-08-01 | 522.675941047997 |
| 1991-09-01 | 521.939544427361 |
| 1991-10-01 | 516.776900978296 |
| 1991-11-01 | 515.288531736410 |
| 1991-12-01 | 515.806428517197 |
| 1992-01-01 | 515.937528908749 |
| 1992-02-01 | 499.139759301242 |
| 1992-03-01 | 500.341730250091 |
| 1992-04-01 | 500.827598644943 |
| 1992-05-01 | 500.879953015953 |
| 1992-06-01 | 502.007605959904 |
| 1992-07-01 | 503.050350699212 |
| 1992-08-01 | 501.930824842076 |
| 1992-09-01 | 500.146052066720 |
| 1992-10-01 | 504.318576180641 |
| 1992-11-01 | 505.563254162432 |
| 1992-12-01 | 505.030067464371 |
| 1993-01-01 | 511.557386380793 |
| 1993-02-01 | 510.907640961539 |
| 1993-03-01 | 509.949575573752 |
| 1993-04-01 | 511.973451569221 |
| 1993-05-01 | 512.146133580162 |
| 1993-06-01 | 512.507774920371 |
| 1993-07-01 | 515.018676274314 |
| 1993-08-01 | 516.785591767013 |
| 1993-09-01 | 517.829601966865 |
| 1993-10-01 | 501.855970203900 |
| 1993-11-01 | 502.168426616097 |
| 1993-12-01 | 506.570503427470 |
| 1994-01-01 | 511.085661723503 |
| 1994-02-01 | 514.638246543845 |
| 1994-03-01 | 518.701589951894 |
| 1994-04-01 | 512.884946671583 |
| 1994-05-01 | 511.420569181219 |
| 1994-06-01 | 512.690826590307 |
| 1994-07-01 | 510.383844938344 |
| 1994-08-01 | 512.234807640844 |
| 1994-09-01 | 515.342389057951 |
| 1994-10-01 | 516.298961824751 |
| 1994-11-01 | 518.217568442979 |
| 1994-12-01 | 522.181439030041 |
| 1995-01-01 | 518.640604053403 |
| 1995-02-01 | 523.306888668111 |
| 1995-03-01 | 524.205538440630 |
| 1995-04-01 | 524.131403676375 |
| 1995-05-01 | 525.726140069500 |
| 1995-06-01 | 529.830653795694 |
| 1995-07-01 | 520.369457702990 |
| 1995-08-01 | 525.324313920808 |
| 1995-09-01 | 527.349551759270 |
| 1995-10-01 | 523.932174010667 |
| 1995-11-01 | 527.029153975724 |
| 1995-12-01 | 525.636694475180 |
| 1996-01-01 | 528.106945921036 |
| 1996-02-01 | 527.631037357587 |
| 1996-03-01 | 530.556060567390 |
| 1996-04-01 | 531.733070907171 |
| 1996-05-01 | 536.471019786871 |
| 1996-06-01 | 536.626527986353 |
| 1996-07-01 | 541.369392447063 |
| 1996-08-01 | 541.689953227335 |
| 1996-09-01 | 542.459209875400 |
| 1996-10-01 | 544.856639930510 |
| 1996-11-01 | 545.909932564833 |
| 1996-12-01 | 547.325212738553 |
| 1997-01-01 | 541.707072675146 |
| 1997-02-01 | 545.745568498808 |
| 1997-03-01 | 547.671482613600 |
| 1997-04-01 | 554.951530495045 |
| 1997-05-01 | 557.853252092787 |
| 1997-06-01 | 561.063607569940 |
| 1997-07-01 | 559.562345882898 |
| 1997-08-01 | 563.391595085214 |
| 1997-09-01 | 563.884266308712 |
| 1997-10-01 | 571.607149113299 |
| 1997-11-01 | 572.065429520698 |
| 1997-12-01 | 573.568049452683 |
| 1998-01-01 | 576.946490180736 |
| 1998-02-01 | 582.632626216540 |
| 1998-03-01 | 584.851501957235 |
| 1998-04-01 | 584.070578107688 |
| 1998-05-01 | 583.803328083359 |
| 1998-06-01 | 585.386318055212 |
| 1998-07-01 | 586.876839190656 |
| 1998-08-01 | 588.505897894379 |
| 1998-09-01 | 587.438289522005 |
| 1998-10-01 | 585.222883524533 |
| 1998-11-01 | 585.743793858909 |
| 1998-12-01 | 585.964135961907 |
| 1999-01-01 | 566.563215399549 |
| 1999-02-01 | 561.980012605807 |
| 1999-03-01 | 562.511199006188 |
| 1999-04-01 | 579.222756530947 |
| 1999-05-01 | 579.417126840106 |
| 1999-06-01 | 582.998068532052 |
| 1999-07-01 | 586.303312899788 |
| 1999-08-01 | 585.006055656201 |
| 1999-09-01 | 589.493210733630 |
| 1999-10-01 | 588.065027797960 |
| 1999-11-01 | 592.603931019461 |
| 1999-12-01 | 597.734731566719 |
| 2000-01-01 | 582.022360056080 |
| 2000-02-01 | 584.514755635861 |
| 2000-03-01 | 582.493758121291 |
| 2000-04-01 | 591.166559828667 |
| 2000-05-01 | 589.167959997762 |
| 2000-06-01 | 591.235457992856 |
| 2000-07-01 | 595.044714527587 |
| 2000-08-01 | 596.114913213267 |
| 2000-09-01 | 596.912024836037 |
| 2000-10-01 | 600.608606794062 |
| 2000-11-01 | 599.933481550011 |
| 2000-12-01 | 597.824977760482 |
| 2001-01-01 | 598.242035332229 |
| 2001-02-01 | 599.528460276667 |
| 2001-03-01 | 598.407537055959 |
| 2001-04-01 | 590.557802366514 |
| 2001-05-01 | 596.120799148131 |
| 2001-06-01 | 590.915954275293 |
| 2001-07-01 | 587.937248692697 |
| 2001-08-01 | 589.128303898984 |
| 2001-09-01 | 586.846740286247 |
| 2001-10-01 | 584.499221889851 |
| 2001-11-01 | 581.134052486270 |
| 2001-12-01 | 580.188316364407 |
| 2002-01-01 | 579.666518607491 |
| 2002-02-01 | 577.839850435755 |
| 2002-03-01 | 577.624835254071 |
| 2002-04-01 | 580.601000891147 |
| 2002-05-01 | 580.334042192825 |
| 2002-06-01 | 578.474646785148 |
| 2002-07-01 | 576.727673393578 |
| 2002-08-01 | 575.460265614178 |
| 2002-09-01 | 575.427067159108 |
| 2002-10-01 | 573.162780844992 |
| 2002-11-01 | 573.418037583083 |
| 2002-12-01 | 572.315305046066 |
| 2003-01-01 | 570.936842140211 |
| 2003-02-01 | 567.369519712588 |
| 2003-03-01 | 568.211572673747 |
| 2003-04-01 | 565.015935831891 |
| 2003-05-01 | 563.094886799129 |
| 2003-06-01 | 561.370814885237 |
| 2003-07-01 | 558.176014555840 |
| 2003-08-01 | 557.883215340171 |
| 2003-09-01 | 555.955896932427 |
| 2003-10-01 | 556.299107784566 |
| 2003-11-01 | 553.370762106498 |
| 2003-12-01 | 555.773294158732 |
| 2004-01-01 | 555.136638550193 |
| 2004-02-01 | 557.153212847053 |
| 2004-03-01 | 557.766724903652 |
| 2004-04-01 | 558.455055502609 |
| 2004-05-01 | 561.483332942238 |
| 2004-06-01 | 562.774320936346 |
| 2004-07-01 | 567.026732373221 |
| 2004-08-01 | 564.901590052639 |
| 2004-09-01 | 563.732207959118 |
| 2004-10-01 | 565.803151412349 |
| 2004-11-01 | 566.961630908915 |
| 2004-12-01 | 566.999798080887 |
| 2005-01-01 | 572.215743189582 |
| 2005-02-01 | 569.647716999180 |
| 2005-03-01 | 567.165253850189 |
| 2005-04-01 | 570.533015413366 |
| 2005-05-01 | 571.753503171842 |
| 2005-06-01 | 572.037213923437 |
| 2005-07-01 | 574.987490724681 |
| 2005-08-01 | 575.986417827562 |
| 2005-09-01 | 579.135507522513 |
| 2005-10-01 | 581.213276264667 |
| 2005-11-01 | 583.546903760037 |
| 2005-12-01 | 583.959313502865 |
| 2006-01-01 | 587.728214515979 |
| 2006-02-01 | 587.923319117250 |
| 2006-03-01 | 588.678319063583 |
| 2006-04-01 | 592.366323692106 |
| 2006-05-01 | 593.660352673025 |
| 2006-06-01 | 597.685641046775 |
| 2006-07-01 | 599.240666299195 |
| 2006-08-01 | 600.742144199770 |
| 2006-09-01 | 601.145648027286 |
| 2006-10-01 | 602.495768256649 |
| 2006-11-01 | 604.125115908940 |
| 2006-12-01 | 603.606468139035 |
| 2007-01-01 | 602.244487368995 |
| 2007-02-01 | 603.903735469562 |
| 2007-03-01 | 605.719431985980 |
| 2007-04-01 | 599.367233045252 |
| 2007-05-01 | 601.423203883855 |
| 2007-06-01 | 603.112635672680 |
| 2007-07-01 | 600.923928560353 |
| 2007-08-01 | 601.204534478870 |
| 2007-09-01 | 599.906178447909 |
| 2007-10-01 | 598.492223244339 |
| 2007-11-01 | 596.965945116024 |
| 2007-12-01 | 598.924692999246 |
| 2008-01-01 | 583.649014336925 |
| 2008-02-01 | 585.718689327307 |
| 2008-03-01 | 585.692395380958 |
| 2008-04-01 | 584.982793520901 |
| 2008-05-01 | 584.193601905621 |
| 2008-06-01 | 580.721321476265 |
| 2008-07-01 | 581.134304126629 |
| 2008-08-01 | 577.061606197515 |
| 2008-09-01 | 573.565320545506 |
| 2008-10-01 | 567.035649216803 |
| 2008-11-01 | 560.539340105977 |
| 2008-12-01 | 556.365032682848 |
| 2009-01-01 | 549.203052984237 |
| 2009-02-01 | 541.003297459051 |
| 2009-03-01 | 535.571711653578 |
| 2009-04-01 | 523.522890769168 |
| 2009-05-01 | 522.776302424137 |
| 2009-06-01 | 518.871716028070 |
| 2009-07-01 | 513.317996629500 |
| 2009-08-01 | 511.990330038951 |
| 2009-09-01 | 510.252040935887 |
| 2009-10-01 | 512.914620483411 |
| 2009-11-01 | 512.621836636610 |
| 2009-12-01 | 511.184785817658 |
| 2010-01-01 | 515.404253684628 |
| 2010-02-01 | 514.019887044680 |
| 2010-03-01 | 514.337686078560 |
| 2010-04-01 | 519.015914201932 |
| 2010-05-01 | 519.120853305884 |
| 2010-06-01 | 520.837669748598 |
| 2010-07-01 | 520.274505660800 |
| 2010-08-01 | 521.732267285132 |
| 2010-09-01 | 519.523891867260 |
| 2010-10-01 | 527.892154319750 |
| 2010-11-01 | 526.951283594047 |
| 2010-12-01 | 527.395132339271 |
| 2011-01-01 | 529.659338155767 |
| 2011-02-01 | 531.505528068943 |
| 2011-03-01 | 530.778021360899 |
| 2011-04-01 | 530.918142027796 |
| 2011-05-01 | 532.568203394807 |
| 2011-06-01 | 534.229037643296 |
| 2011-07-01 | 538.635996344798 |
| 2011-08-01 | 538.214182919872 |
| 2011-09-01 | 541.866479146379 |
| 2011-10-01 | 542.034647772475 |
| 2011-11-01 | 541.493984403511 |
| 2011-12-01 | 544.205105765413 |
| 2012-01-01 | 546.539409224593 |
| 2012-02-01 | 551.568676195958 |
| 2012-03-01 | 555.845960560190 |
| 2012-04-01 | 558.294177204534 |
| 2012-05-01 | 562.395137718356 |
| 2012-06-01 | 566.720322596763 |
| 2012-07-01 | 565.068521406430 |
| 2012-08-01 | 566.550111571514 |
| 2012-09-01 | 568.387620236665 |
| 2012-10-01 | 569.902207567513 |
| 2012-11-01 | 573.436227338249 |
| 2012-12-01 | 576.080829866908 |
| 2013-01-01 | 574.007260620124 |
| 2013-02-01 | 576.031968873255 |
| 2013-03-01 | 578.526781515602 |
| 2013-04-01 | 580.399976822905 |
| 2013-05-01 | 583.256852337774 |
| 2013-06-01 | 584.221678258680 |
| 2013-07-01 | 588.251402697213 |
| 2013-08-01 | 591.576361374565 |
| 2013-09-01 | 592.955496120885 |
| 2013-10-01 | 595.659650357758 |
| 2013-11-01 | 599.089754978865 |
| 2013-12-01 | 600.153811038030 |
| 2014-01-01 | 601.700653602224 |
| 2014-02-01 | 598.277307659632 |
| 2014-03-01 | 598.751954067664 |
| 2014-04-01 | 593.398451700938 |
| 2014-05-01 | 594.559592134531 |
| 2014-06-01 | 593.073624486730 |
| 2014-07-01 | 590.784710303525 |
| 2014-08-01 | 593.367392450813 |
| 2014-09-01 | 590.717127418652 |
| 2014-10-01 | 588.890504681000 |
| 2014-11-01 | 588.520788673961 |
| 2014-12-01 | 590.015222241673 |
| 2015-01-01 | 588.732526631025 |
| 2015-02-01 | 590.963880022140 |
| 2015-03-01 | 590.527805868801 |
| 2015-04-01 | 594.541746051587 |
| 2015-05-01 | 595.094069583237 |
| 2015-06-01 | 596.106558061251 |
| 2015-07-01 | 597.480520753911 |
| 2015-08-01 | 596.070096865311 |
| 2015-09-01 | 595.691550845611 |
| 2015-10-01 | 602.748875475747 |
| 2015-11-01 | 600.899907304668 |
| 2015-12-01 | 600.634794520295 |
| 2016-01-01 | 603.633237540833 |
| 2016-02-01 | 604.806876909259 |
| 2016-03-01 | 598.960944364226 |
| 2016-04-01 | 605.041421897680 |
| 2016-05-01 | 605.471120151030 |
| 2016-06-01 | 605.068864394853 |
| 2016-07-01 | 607.180868619817 |
| 2016-08-01 | 607.377237305805 |
| 2016-09-01 | 608.961488168564 |
| 2016-10-01 | 606.848418380394 |
| 2016-11-01 | 606.139417547331 |
| 2016-12-01 | 605.367593246159 |
| 2017-01-01 | 608.148749623603 |
| 2017-02-01 | 609.392003139271 |
| 2017-03-01 | 611.271527559709 |
| 2017-04-01 | 610.236791615540 |
| 2017-05-01 | 611.825670452176 |
| 2017-06-01 | 613.351943726618 |
| 2017-07-01 | 619.469600349214 |
| 2017-08-01 | 618.740368392351 |
| 2017-09-01 | 619.764485491610 |
| 2017-10-01 | 618.337062262947 |
| 2017-11-01 | 618.819455724553 |
| 2017-12-01 | 620.085324677835 |
| 2018-01-01 | 623.570845629010 |
| 2018-02-01 | 620.822287752692 |
| 2018-03-01 | 622.954218226099 |
| 2018-04-01 | 630.111361893371 |
| 2018-05-01 | 630.259023327411 |
| 2018-06-01 | 635.137579276102 |
| 2018-07-01 | 634.736079514634 |
| 2018-08-01 | 636.468282297105 |
| 2018-09-01 | 638.699307837188 |
| 2018-10-01 | 643.185643157315 |
| 2018-11-01 | 645.567788276882 |
| 2018-12-01 | 647.990628172336 |
| 2019-01-01 | 646.186554071482 |
| 2019-02-01 | 647.483392395319 |
| 2019-03-01 | 650.048423553323 |
| 2019-04-01 | 644.159324787902 |
| 2019-05-01 | 645.352793697565 |
| 2019-06-01 | 648.961203898882 |
| 2019-07-01 | 649.611502346487 |
| 2019-08-01 | 652.582512280755 |
| 2019-09-01 | 649.435300882490 |
| 2019-10-01 | 646.379262275701 |
| 2019-11-01 | 652.148009309803 |
| 2019-12-01 | 654.647267796445 |
| 2020-01-01 | 653.581661901205 |
| 2020-02-01 | 656.824137277928 |
| 2020-03-01 | 643.507428895635 |
| 2020-04-01 | 563.786547657317 |
| 2020-05-01 | 570.848839101988 |
| 2020-06-01 | 578.011977467659 |
| 2020-07-01 | 581.857595258725 |
| 2020-08-01 | 585.624967337049 |
| 2020-09-01 | 584.122969264945 |
| 2020-10-01 | 596.651064351824 |
| 2020-11-01 | 600.677918403823 |
| 2020-12-01 | 604.015427735650 |
| 2021-01-01 | 610.614623950628 |
| 2021-02-01 | 614.564943723460 |
| 2021-03-01 | 617.958709277135 |
| 2021-04-01 | 623.608335827611 |
| 2021-05-01 | 627.385244303899 |
| 2021-06-01 | 625.845501305537 |
| 2021-07-01 | 633.439428433656 |
| 2021-08-01 | 634.530555708895 |
| 2021-09-01 | 633.459083695893 |
| 2021-10-01 | 647.347107455265 |
| 2021-11-01 | 652.299346131323 |
| 2021-12-01 | 654.408231473142 |
| 2022-01-01 | 654.462269867101 |
| 2022-02-01 | 661.925295134337 |
| 2022-03-01 | 664.196441262340 |
| 2022-04-01 | 669.013261420151 |
| 2022-05-01 | 670.632695096119 |
| 2022-06-01 | 669.962340055210 |
| 2022-07-01 | 670.288429318083 |
| 2022-08-01 | 669.362796938230 |
| 2022-09-01 | 672.936723280366 |
| 2022-10-01 | 669.304142000121 |
| 2022-11-01 | 667.854048995661 |
| 2022-12-01 | 669.541963015490 |
| 2023-01-01 | 666.168336284329 |
| 2023-02-01 | 659.521038156586 |
| 2023-03-01 | 658.622514473982 |
| 2023-04-01 | 659.712353165831 |
| 2023-05-01 | 660.990048214397 |
| 2023-06-01 | 660.735639059469 |
| 2023-07-01 | 655.644503910465 |
| 2023-08-01 | 654.628021715951 |
| 2023-09-01 | 653.391442187428 |
| 2023-10-01 | 652.185363721547 |
| 2023-11-01 | 649.430457207630 |
| 2023-12-01 | 656.516687265241 |
| 2024-01-01 | 666.115995429529 |
| 2024-02-01 | 660.840952617312 |
| 2024-03-01 | 660.168964746662 |
| 2024-04-01 | 651.665577252154 |
| 2024-05-01 | 653.012690589762 |
| 2024-06-01 | 653.245132949056 |
| 2024-07-01 | 655.147608119490 |
| 2024-08-01 | 658.178247943875 |
| 2024-09-01 | 656.474391404470 |
| 2024-10-01 | 660.720739173092 |
| 2024-11-01 | 658.830513444682 |
| 2024-12-01 | 655.228115789577 |
| 2025-01-01 | 658.157957098505 |
| 2025-02-01 | 658.628065933507 |
| 2025-03-01 | 660.024562818481 |
| 2025-04-01 | 661.075845809278 |
| 2025-05-01 | 661.641908051320 |
| 2025-06-01 | 657.727726207873 |
| 2025-07-01 | 659.077806935283 |
| 2025-08-01 | 665.086305280459 |
| 2025-09-01 | 662.466158562788 |
| 2025-10-01 | 659.826158565289 |
| 2025-11-01 | 659.421330568008 |
| 2025-12-01 | 659.798977936354 |
| 2026-01-01 | 660.017051940747 |
| 2026-02-01 | 660.571786101526 |