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 2026-09-01 |
| Last Updated | 2026-10-20 10:05 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 | 556.1923372264 |
| 1990-02-01 | 555.2189005325 |
| 1990-03-01 | 556.4685111710 |
| 1990-04-01 | 552.5161921672 |
| 1990-05-01 | 551.7598007316 |
| 1990-06-01 | 549.8937207023 |
| 1990-07-01 | 548.9317168008 |
| 1990-08-01 | 546.3240859866 |
| 1990-09-01 | 544.6523786449 |
| 1990-10-01 | 545.3180850336 |
| 1990-11-01 | 543.4862065233 |
| 1990-12-01 | 541.6045244403 |
| 1991-01-01 | 532.1519677475 |
| 1991-02-01 | 529.9903807644 |
| 1991-03-01 | 526.4349062052 |
| 1991-04-01 | 524.1304007427 |
| 1991-05-01 | 522.9274845965 |
| 1991-06-01 | 517.5123153360 |
| 1991-07-01 | 520.1425564951 |
| 1991-08-01 | 522.6757628318 |
| 1991-09-01 | 521.9444055227 |
| 1991-10-01 | 516.7740321448 |
| 1991-11-01 | 515.2853949653 |
| 1991-12-01 | 515.7999567161 |
| 1992-01-01 | 515.9219550519 |
| 1992-02-01 | 499.1465684466 |
| 1992-03-01 | 500.3469041139 |
| 1992-04-01 | 500.8320853109 |
| 1992-05-01 | 500.8835813736 |
| 1992-06-01 | 502.0080618473 |
| 1992-07-01 | 503.0517638116 |
| 1992-08-01 | 501.9307506414 |
| 1992-09-01 | 500.1503392332 |
| 1992-10-01 | 504.3158100296 |
| 1992-11-01 | 505.5603160409 |
| 1992-12-01 | 505.0244431856 |
| 1993-01-01 | 511.5444347860 |
| 1993-02-01 | 510.9145497448 |
| 1993-03-01 | 509.9537312858 |
| 1993-04-01 | 511.9768770215 |
| 1993-05-01 | 512.1489598612 |
| 1993-06-01 | 512.5084706010 |
| 1993-07-01 | 515.0196384752 |
| 1993-08-01 | 516.7855440199 |
| 1993-09-01 | 517.8332523750 |
| 1993-10-01 | 501.8535455220 |
| 1993-11-01 | 502.1660736068 |
| 1993-12-01 | 506.5662673969 |
| 1994-01-01 | 511.0759969825 |
| 1994-02-01 | 514.6439979680 |
| 1994-03-01 | 518.7044326097 |
| 1994-04-01 | 512.8871901842 |
| 1994-05-01 | 511.4224572836 |
| 1994-06-01 | 512.6915703223 |
| 1994-07-01 | 510.3844219258 |
| 1994-08-01 | 512.2349168485 |
| 1994-09-01 | 515.3450506914 |
| 1994-10-01 | 516.2966275611 |
| 1994-11-01 | 518.2159417070 |
| 1994-12-01 | 522.1785625707 |
| 1995-01-01 | 518.6352272138 |
| 1995-02-01 | 523.3108637361 |
| 1995-03-01 | 524.2066823154 |
| 1995-04-01 | 524.1324339427 |
| 1995-05-01 | 525.7271820180 |
| 1995-06-01 | 529.8314933412 |
| 1995-07-01 | 520.3696475833 |
| 1995-08-01 | 525.3244900438 |
| 1995-09-01 | 527.3510971425 |
| 1995-10-01 | 523.9303862970 |
| 1995-11-01 | 527.0284949499 |
| 1995-12-01 | 525.6350962298 |
| 1996-01-01 | 528.1072398490 |
| 1996-02-01 | 527.6312560345 |
| 1996-03-01 | 530.5545722672 |
| 1996-04-01 | 531.7338956411 |
| 1996-05-01 | 536.4717983086 |
| 1996-06-01 | 536.6271192354 |
| 1996-07-01 | 541.3696060353 |
| 1996-08-01 | 541.6902469658 |
| 1996-09-01 | 542.4599944648 |
| 1996-10-01 | 544.8553117120 |
| 1996-11-01 | 545.9098859414 |
| 1996-12-01 | 547.3243092353 |
| 1997-01-01 | 541.7120359805 |
| 1997-02-01 | 545.7428496161 |
| 1997-03-01 | 547.6672706980 |
| 1997-04-01 | 554.9527555377 |
| 1997-05-01 | 557.8538925292 |
| 1997-06-01 | 561.0640440855 |
| 1997-07-01 | 559.5625592077 |
| 1997-08-01 | 563.3918698212 |
| 1997-09-01 | 563.8848162786 |
| 1997-10-01 | 571.6063024010 |
| 1997-11-01 | 572.0656599069 |
| 1997-12-01 | 573.5678631756 |
| 1998-01-01 | 576.9548557649 |
| 1998-02-01 | 582.6270856253 |
| 1998-03-01 | 584.8447154333 |
| 1998-04-01 | 584.0729958171 |
| 1998-05-01 | 583.8035175685 |
| 1998-06-01 | 585.3868653195 |
| 1998-07-01 | 586.8773225020 |
| 1998-08-01 | 588.5064226166 |
| 1998-09-01 | 587.4388638582 |
| 1998-10-01 | 585.2220831897 |
| 1998-11-01 | 585.7440131626 |
| 1998-12-01 | 585.9642150134 |
| 1999-01-01 | 566.5715077223 |
| 1999-02-01 | 561.9745388152 |
| 1999-03-01 | 562.5039927642 |
| 1999-04-01 | 579.2261737617 |
| 1999-05-01 | 579.4165333656 |
| 1999-06-01 | 582.9987317059 |
| 1999-07-01 | 586.3039554554 |
| 1999-08-01 | 585.0066384814 |
| 1999-09-01 | 589.4936936752 |
| 1999-10-01 | 588.0645187977 |
| 1999-11-01 | 592.6038722444 |
| 1999-12-01 | 597.7346428154 |
| 2000-01-01 | 582.0306080593 |
| 2000-02-01 | 584.5091113796 |
| 2000-03-01 | 582.4862786275 |
| 2000-04-01 | 591.1711445301 |
| 2000-05-01 | 589.1667824402 |
| 2000-06-01 | 591.2361984435 |
| 2000-07-01 | 595.0454897800 |
| 2000-08-01 | 596.1155589998 |
| 2000-09-01 | 596.9122850402 |
| 2000-10-01 | 600.6083613285 |
| 2000-11-01 | 599.9330081320 |
| 2000-12-01 | 597.8246634583 |
| 2001-01-01 | 598.2479775375 |
| 2001-02-01 | 599.5246688876 |
| 2001-03-01 | 598.4014538364 |
| 2001-04-01 | 590.5625273289 |
| 2001-05-01 | 596.1192685849 |
| 2001-06-01 | 590.9165290174 |
| 2001-07-01 | 587.9378949233 |
| 2001-08-01 | 589.1288032254 |
| 2001-09-01 | 586.8466137893 |
| 2001-10-01 | 584.4992536869 |
| 2001-11-01 | 581.1333351923 |
| 2001-12-01 | 580.1879955631 |
| 2002-01-01 | 579.6698945892 |
| 2002-02-01 | 577.8379590901 |
| 2002-03-01 | 577.6210974343 |
| 2002-04-01 | 580.6049119150 |
| 2002-05-01 | 580.3324545165 |
| 2002-06-01 | 578.4751700608 |
| 2002-07-01 | 576.7282215752 |
| 2002-08-01 | 575.4606157854 |
| 2002-09-01 | 575.4266032121 |
| 2002-10-01 | 573.1626558743 |
| 2002-11-01 | 573.4171981310 |
| 2002-12-01 | 572.3151058067 |
| 2003-01-01 | 570.9378995261 |
| 2003-02-01 | 567.3694008371 |
| 2003-03-01 | 568.2101681184 |
| 2003-04-01 | 565.0185738348 |
| 2003-05-01 | 563.0937530524 |
| 2003-06-01 | 561.3712539287 |
| 2003-07-01 | 558.1763953634 |
| 2003-08-01 | 557.8832785100 |
| 2003-09-01 | 555.9550314030 |
| 2003-10-01 | 556.2985805032 |
| 2003-11-01 | 553.3696294699 |
| 2003-12-01 | 555.7731216907 |
| 2004-01-01 | 555.1378191875 |
| 2004-02-01 | 557.1536578908 |
| 2004-03-01 | 557.7659728820 |
| 2004-04-01 | 558.4569188136 |
| 2004-05-01 | 561.4833095101 |
| 2004-06-01 | 562.7749612136 |
| 2004-07-01 | 567.0271228900 |
| 2004-08-01 | 564.9013925173 |
| 2004-09-01 | 563.7309258935 |
| 2004-10-01 | 565.8019960246 |
| 2004-11-01 | 566.9594117243 |
| 2004-12-01 | 566.9979345894 |
| 2005-01-01 | 572.2188545974 |
| 2005-02-01 | 569.6495617124 |
| 2005-03-01 | 567.1648716653 |
| 2005-04-01 | 570.5344854637 |
| 2005-05-01 | 571.7545812284 |
| 2005-06-01 | 572.0379799933 |
| 2005-07-01 | 574.9877831771 |
| 2005-08-01 | 575.9858939459 |
| 2005-09-01 | 579.1336205797 |
| 2005-10-01 | 581.2112209486 |
| 2005-11-01 | 583.5435893651 |
| 2005-12-01 | 583.9556014195 |
| 2006-01-01 | 587.7334009868 |
| 2006-02-01 | 587.9267962798 |
| 2006-03-01 | 588.6785064011 |
| 2006-04-01 | 592.3676155120 |
| 2006-05-01 | 593.6620722161 |
| 2006-06-01 | 597.6866896632 |
| 2006-07-01 | 599.2408577822 |
| 2006-08-01 | 600.7412159298 |
| 2006-09-01 | 601.1432987644 |
| 2006-10-01 | 602.4927822016 |
| 2006-11-01 | 604.1206606354 |
| 2006-12-01 | 603.6007461442 |
| 2007-01-01 | 602.2518703453 |
| 2007-02-01 | 603.9084916688 |
| 2007-03-01 | 605.7206250682 |
| 2007-04-01 | 599.3684938265 |
| 2007-05-01 | 601.4250900271 |
| 2007-06-01 | 603.1135444101 |
| 2007-07-01 | 600.9238113117 |
| 2007-08-01 | 601.2033084319 |
| 2007-09-01 | 599.9035775397 |
| 2007-10-01 | 598.4887493804 |
| 2007-11-01 | 596.9614381344 |
| 2007-12-01 | 598.9188695014 |
| 2008-01-01 | 583.6565486205 |
| 2008-02-01 | 585.7236960643 |
| 2008-03-01 | 585.6939665772 |
| 2008-04-01 | 584.9838555239 |
| 2008-05-01 | 584.1953955498 |
| 2008-06-01 | 580.7219976891 |
| 2008-07-01 | 581.1339528072 |
| 2008-08-01 | 577.0603405084 |
| 2008-09-01 | 573.5630276666 |
| 2008-10-01 | 567.0324868408 |
| 2008-11-01 | 560.5353728064 |
| 2008-12-01 | 556.3597236911 |
| 2009-01-01 | 549.2101808053 |
| 2009-02-01 | 541.0075137571 |
| 2009-03-01 | 535.5735081004 |
| 2009-04-01 | 523.5234706748 |
| 2009-05-01 | 522.7775219984 |
| 2009-06-01 | 518.8719379880 |
| 2009-07-01 | 513.3175006299 |
| 2009-08-01 | 511.9893472410 |
| 2009-09-01 | 510.2502979555 |
| 2009-10-01 | 512.9122965998 |
| 2009-11-01 | 512.6192357086 |
| 2009-12-01 | 511.1814924848 |
| 2010-01-01 | 515.4092780353 |
| 2010-02-01 | 514.0227379817 |
| 2010-03-01 | 514.3394006095 |
| 2010-04-01 | 519.0160813169 |
| 2010-05-01 | 519.1215725085 |
| 2010-06-01 | 520.8376319077 |
| 2010-07-01 | 520.2740151676 |
| 2010-08-01 | 521.7315440034 |
| 2010-09-01 | 519.5226406235 |
| 2010-10-01 | 527.8905457207 |
| 2010-11-01 | 526.9497464557 |
| 2010-12-01 | 527.3933636202 |
| 2011-01-01 | 529.6626219128 |
| 2011-02-01 | 531.5070540571 |
| 2011-03-01 | 530.7795518901 |
| 2011-04-01 | 530.9180278400 |
| 2011-05-01 | 532.5684388900 |
| 2011-06-01 | 534.2287997680 |
| 2011-07-01 | 538.6355996914 |
| 2011-08-01 | 538.2137850157 |
| 2011-09-01 | 541.8656943382 |
| 2011-10-01 | 542.0337350634 |
| 2011-11-01 | 541.4934956477 |
| 2011-12-01 | 544.2049926974 |
| 2012-01-01 | 546.5405852240 |
| 2012-02-01 | 551.5692090671 |
| 2012-03-01 | 555.8467631385 |
| 2012-04-01 | 558.2940606340 |
| 2012-05-01 | 562.3951228270 |
| 2012-06-01 | 566.7201194128 |
| 2012-07-01 | 565.0683349330 |
| 2012-08-01 | 566.5499699437 |
| 2012-09-01 | 568.3874015277 |
| 2012-10-01 | 569.9018693817 |
| 2012-11-01 | 573.4361379608 |
| 2012-12-01 | 576.0808792843 |
| 2013-01-01 | 574.0077157770 |
| 2013-02-01 | 576.0320424443 |
| 2013-03-01 | 578.5268631262 |
| 2013-04-01 | 580.3999748032 |
| 2013-05-01 | 583.2567299723 |
| 2013-06-01 | 584.2215493127 |
| 2013-07-01 | 588.2513994079 |
| 2013-08-01 | 591.5764347169 |
| 2013-09-01 | 592.9557111467 |
| 2013-10-01 | 595.6596813355 |
| 2013-11-01 | 599.0898888935 |
| 2013-12-01 | 600.1537631264 |
| 2014-01-01 | 601.7004182341 |
| 2014-02-01 | 598.2770860761 |
| 2014-03-01 | 598.7515552453 |
| 2014-04-01 | 593.3985466311 |
| 2014-05-01 | 594.5595015993 |
| 2014-06-01 | 593.0736024369 |
| 2014-07-01 | 590.7853152970 |
| 2014-08-01 | 593.3675750407 |
| 2014-09-01 | 590.7177571802 |
| 2014-10-01 | 588.8907800374 |
| 2014-11-01 | 588.5208563349 |
| 2014-12-01 | 590.0147437633 |
| 2015-01-01 | 588.7320759711 |
| 2015-02-01 | 590.9621345130 |
| 2015-03-01 | 590.5269987522 |
| 2015-04-01 | 594.5424008074 |
| 2015-05-01 | 595.0945634187 |
| 2015-06-01 | 596.1070273496 |
| 2015-07-01 | 597.4820790996 |
| 2015-08-01 | 596.0706730639 |
| 2015-09-01 | 595.6925613679 |
| 2015-10-01 | 602.7492760757 |
| 2015-11-01 | 600.8996410654 |
| 2015-12-01 | 600.6333481194 |
| 2016-01-01 | 603.6317955477 |
| 2016-02-01 | 604.8026234605 |
| 2016-03-01 | 598.9593786030 |
| 2016-04-01 | 605.0441974873 |
| 2016-05-01 | 605.4723254826 |
| 2016-06-01 | 605.0703787987 |
| 2016-07-01 | 607.1841549960 |
| 2016-08-01 | 607.3782885377 |
| 2016-09-01 | 608.9634898366 |
| 2016-10-01 | 606.8492911719 |
| 2016-11-01 | 606.1384714021 |
| 2016-12-01 | 605.3644346949 |
| 2017-01-01 | 608.1447561713 |
| 2017-02-01 | 609.3824174265 |
| 2017-03-01 | 611.2694193208 |
| 2017-04-01 | 610.2426937317 |
| 2017-05-01 | 611.8298245377 |
| 2017-06-01 | 613.3556029278 |
| 2017-07-01 | 619.4748080358 |
| 2017-08-01 | 618.7422298295 |
| 2017-09-01 | 619.7679773240 |
| 2017-10-01 | 618.3383609630 |
| 2017-11-01 | 618.8172520078 |
| 2017-12-01 | 620.0791825918 |
| 2018-01-01 | 623.5624630030 |
| 2018-02-01 | 620.8071782179 |
| 2018-03-01 | 622.9515616530 |
| 2018-04-01 | 630.1207987764 |
| 2018-05-01 | 630.2668615738 |
| 2018-06-01 | 635.1439440007 |
| 2018-07-01 | 634.7440484083 |
| 2018-08-01 | 636.4720380470 |
| 2018-09-01 | 638.7042276135 |
| 2018-10-01 | 643.1874768648 |
| 2018-11-01 | 645.5655460393 |
| 2018-12-01 | 647.9844053143 |
| 2019-01-01 | 646.1595716767 |
| 2019-02-01 | 647.4666568131 |
| 2019-03-01 | 650.0483322672 |
| 2019-04-01 | 644.1725072851 |
| 2019-05-01 | 645.3657909995 |
| 2019-06-01 | 648.9713404616 |
| 2019-07-01 | 649.6214705780 |
| 2019-08-01 | 652.5871641743 |
| 2019-09-01 | 649.4394819471 |
| 2019-10-01 | 646.3793729229 |
| 2019-11-01 | 652.1444899772 |
| 2019-12-01 | 654.6411544982 |
| 2020-01-01 | 653.5380529108 |
| 2020-02-01 | 656.8144720185 |
| 2020-03-01 | 643.5148340904 |
| 2020-04-01 | 563.8022185776 |
| 2020-05-01 | 570.8612121874 |
| 2020-06-01 | 578.0186884608 |
| 2020-07-01 | 581.8627926308 |
| 2020-08-01 | 585.6274594249 |
| 2020-09-01 | 584.1268925114 |
| 2020-10-01 | 596.6530410662 |
| 2020-11-01 | 600.6684983840 |
| 2020-12-01 | 604.0166698999 |
| 2021-01-01 | 610.5540922471 |
| 2021-02-01 | 614.5701518933 |
| 2021-03-01 | 617.9765892478 |
| 2021-04-01 | 623.6499869686 |
| 2021-05-01 | 627.3897124475 |
| 2021-06-01 | 625.8371862551 |
| 2021-07-01 | 633.4304558084 |
| 2021-08-01 | 634.5299382210 |
| 2021-09-01 | 633.4664290155 |
| 2021-10-01 | 647.3487651862 |
| 2021-11-01 | 652.2655430442 |
| 2021-12-01 | 654.4315657024 |
| 2022-01-01 | 654.3860520086 |
| 2022-02-01 | 661.9476660283 |
| 2022-03-01 | 664.2433733116 |
| 2022-04-01 | 669.1161412074 |
| 2022-05-01 | 670.6739430662 |
| 2022-06-01 | 669.7676254157 |
| 2022-07-01 | 670.3222707458 |
| 2022-08-01 | 669.3368735099 |
| 2022-09-01 | 672.9805873390 |
| 2022-10-01 | 669.3188793390 |
| 2022-11-01 | 667.7948152845 |
| 2022-12-01 | 669.5810458558 |
| 2023-01-01 | 666.0693868600 |
| 2023-02-01 | 659.5168970854 |
| 2023-03-01 | 658.7419268987 |
| 2023-04-01 | 659.8968272995 |
| 2023-05-01 | 661.1910061657 |
| 2023-06-01 | 660.1416075923 |
| 2023-07-01 | 655.7693236758 |
| 2023-08-01 | 654.6160502109 |
| 2023-09-01 | 653.4545286484 |
| 2023-10-01 | 652.2014957054 |
| 2023-11-01 | 649.3459255972 |
| 2023-12-01 | 656.5547353421 |
| 2024-01-01 | 666.0115029379 |
| 2024-02-01 | 660.7967604139 |
| 2024-03-01 | 660.3741080894 |
| 2024-04-01 | 651.9744808519 |
| 2024-05-01 | 653.4549462040 |
| 2024-06-01 | 652.1939777225 |
| 2024-07-01 | 655.3005007003 |
| 2024-08-01 | 658.1528322399 |
| 2024-09-01 | 656.5812557840 |
| 2024-10-01 | 660.7500653043 |
| 2024-11-01 | 658.7344348808 |
| 2024-12-01 | 655.2585305928 |
| 2025-01-01 | 658.0490168072 |
| 2025-02-01 | 658.5257729170 |
| 2025-03-01 | 660.2780022207 |
| 2025-04-01 | 661.5226534514 |
| 2025-05-01 | 662.3770904053 |
| 2025-06-01 | 656.2927871687 |
| 2025-07-01 | 659.2074505348 |
| 2025-08-01 | 665.0404130397 |
| 2025-09-01 | 662.5896227734 |
| 2025-10-01 | 659.8489433036 |
| 2025-11-01 | 659.3155570773 |
| 2025-12-01 | 659.8340109317 |
| 2026-01-01 | 659.9187076055 |
| 2026-02-01 | 660.4380093807 |
| 2026-03-01 | 658.8457311056 |
| 2026-04-01 | 658.5649422973 |
| 2026-05-01 | 658.0614987490 |
| 2026-06-01 | 662.2192275425 |
| 2026-07-01 | 660.6057181009 |
| 2026-08-01 | 659.4763763491 |
| 2026-09-01 | 659.1384252395 |