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 2025-12-01 |
| Last Updated | 2026-01-28 3:33 AM CST |
| 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 | 555.677845705845 |
| 1990-02-01 | 555.312936943602 |
| 1990-03-01 | 556.557513722547 |
| 1990-04-01 | 552.624915693505 |
| 1990-05-01 | 551.809299410017 |
| 1990-06-01 | 550.113505620879 |
| 1990-07-01 | 548.975325894318 |
| 1990-08-01 | 546.343643247035 |
| 1990-09-01 | 544.695339863061 |
| 1990-10-01 | 545.187043994349 |
| 1990-11-01 | 543.332254520482 |
| 1990-12-01 | 541.715111735639 |
| 1991-01-01 | 530.674930465176 |
| 1991-02-01 | 529.079308507922 |
| 1991-03-01 | 525.515233922710 |
| 1991-04-01 | 523.219599145459 |
| 1991-05-01 | 521.968931037996 |
| 1991-06-01 | 516.696581395894 |
| 1991-07-01 | 519.078001720200 |
| 1991-08-01 | 521.707544125695 |
| 1991-09-01 | 520.991814974742 |
| 1991-10-01 | 515.662072608191 |
| 1991-11-01 | 514.150434003802 |
| 1991-12-01 | 514.902590033757 |
| 1992-01-01 | 514.499703163233 |
| 1992-02-01 | 498.336603908017 |
| 1992-03-01 | 499.512279690771 |
| 1992-04-01 | 499.902702622691 |
| 1992-05-01 | 500.009191267948 |
| 1992-06-01 | 501.166348311008 |
| 1992-07-01 | 502.074550655460 |
| 1992-08-01 | 500.872169442257 |
| 1992-09-01 | 499.203582661099 |
| 1992-10-01 | 503.223543852022 |
| 1992-11-01 | 504.448186091724 |
| 1992-12-01 | 504.170901146667 |
| 1993-01-01 | 510.231481885871 |
| 1993-02-01 | 509.988335447647 |
| 1993-03-01 | 508.997507343638 |
| 1993-04-01 | 511.034299691040 |
| 1993-05-01 | 511.164847600269 |
| 1993-06-01 | 511.630675102095 |
| 1993-07-01 | 514.026710614524 |
| 1993-08-01 | 515.740726719803 |
| 1993-09-01 | 516.896890593490 |
| 1993-10-01 | 500.783082416064 |
| 1993-11-01 | 501.179258356750 |
| 1993-12-01 | 505.584129229337 |
| 1994-01-01 | 509.849371324899 |
| 1994-02-01 | 513.697193440837 |
| 1994-03-01 | 517.831192729239 |
| 1994-04-01 | 511.928837311220 |
| 1994-05-01 | 510.422823698454 |
| 1994-06-01 | 511.776576261912 |
| 1994-07-01 | 509.379057968884 |
| 1994-08-01 | 511.300513839275 |
| 1994-09-01 | 514.500461207616 |
| 1994-10-01 | 515.353139988376 |
| 1994-11-01 | 517.249854065272 |
| 1994-12-01 | 521.268520163335 |
| 1995-01-01 | 517.611320034451 |
| 1995-02-01 | 522.429104288204 |
| 1995-03-01 | 523.311035873852 |
| 1995-04-01 | 523.264357331075 |
| 1995-05-01 | 524.924865675537 |
| 1995-06-01 | 528.981486450601 |
| 1995-07-01 | 519.355431121423 |
| 1995-08-01 | 524.496062989571 |
| 1995-09-01 | 526.484996981160 |
| 1995-10-01 | 523.011952538754 |
| 1995-11-01 | 526.085433033362 |
| 1995-12-01 | 524.745008579874 |
| 1996-01-01 | 527.212743839969 |
| 1996-02-01 | 526.833648815124 |
| 1996-03-01 | 529.751708175846 |
| 1996-04-01 | 530.958194436592 |
| 1996-05-01 | 535.657332535922 |
| 1996-06-01 | 535.762826895971 |
| 1996-07-01 | 540.558929073239 |
| 1996-08-01 | 540.853283396535 |
| 1996-09-01 | 541.658522686667 |
| 1996-10-01 | 543.967823870058 |
| 1996-11-01 | 545.090730498180 |
| 1996-12-01 | 546.437872760816 |
| 1997-01-01 | 540.841834197492 |
| 1997-02-01 | 544.932871372595 |
| 1997-03-01 | 546.857916311523 |
| 1997-04-01 | 554.068436370239 |
| 1997-05-01 | 557.037842332481 |
| 1997-06-01 | 560.289562002604 |
| 1997-07-01 | 558.758052966905 |
| 1997-08-01 | 562.540869576663 |
| 1997-09-01 | 563.067917640489 |
| 1997-10-01 | 570.838758157181 |
| 1997-11-01 | 571.269527448511 |
| 1997-12-01 | 572.781134882827 |
| 1998-01-01 | 576.082975027309 |
| 1998-02-01 | 581.812041040313 |
| 1998-03-01 | 584.032457535107 |
| 1998-04-01 | 583.184077763537 |
| 1998-05-01 | 582.886610836352 |
| 1998-06-01 | 584.499371896132 |
| 1998-07-01 | 585.987770605736 |
| 1998-08-01 | 587.647128906448 |
| 1998-09-01 | 586.518690216431 |
| 1998-10-01 | 584.362963857515 |
| 1998-11-01 | 584.759477434844 |
| 1998-12-01 | 585.069239188194 |
| 1999-01-01 | 565.612677548591 |
| 1999-02-01 | 561.059948416920 |
| 1999-03-01 | 561.589073784907 |
| 1999-04-01 | 578.313990111072 |
| 1999-05-01 | 578.512804806784 |
| 1999-06-01 | 582.108044164788 |
| 1999-07-01 | 585.321584968033 |
| 1999-08-01 | 584.037236654790 |
| 1999-09-01 | 588.576776159789 |
| 1999-10-01 | 587.104558170349 |
| 1999-11-01 | 591.625914615853 |
| 1999-12-01 | 596.736954467034 |
| 2000-01-01 | 580.983989067069 |
| 2000-02-01 | 583.497988147707 |
| 2000-03-01 | 581.558506967483 |
| 2000-04-01 | 590.145297997514 |
| 2000-05-01 | 588.166389935011 |
| 2000-06-01 | 590.248681470610 |
| 2000-07-01 | 594.065962946700 |
| 2000-08-01 | 595.139110902409 |
| 2000-09-01 | 595.901033589383 |
| 2000-10-01 | 599.642217655838 |
| 2000-11-01 | 598.957490265370 |
| 2000-12-01 | 596.826849876039 |
| 2001-01-01 | 597.125672059511 |
| 2001-02-01 | 598.513719909154 |
| 2001-03-01 | 597.359670880987 |
| 2001-04-01 | 589.421920445576 |
| 2001-05-01 | 595.119644065586 |
| 2001-06-01 | 589.840761193871 |
| 2001-07-01 | 586.748864354299 |
| 2001-08-01 | 587.947513395805 |
| 2001-09-01 | 585.647929625364 |
| 2001-10-01 | 583.323996713473 |
| 2001-11-01 | 579.956506765558 |
| 2001-12-01 | 578.995499176001 |
| 2002-01-01 | 578.471592544776 |
| 2002-02-01 | 576.626953832873 |
| 2002-03-01 | 576.359900950378 |
| 2002-04-01 | 579.270403617759 |
| 2002-05-01 | 579.019271950347 |
| 2002-06-01 | 577.205866714987 |
| 2002-07-01 | 575.530115412383 |
| 2002-08-01 | 574.280899298018 |
| 2002-09-01 | 574.240021065930 |
| 2002-10-01 | 571.879245139425 |
| 2002-11-01 | 572.139558721678 |
| 2002-12-01 | 571.026037337618 |
| 2003-01-01 | 569.654617667252 |
| 2003-02-01 | 566.057342168960 |
| 2003-03-01 | 566.740434606861 |
| 2003-04-01 | 563.583217127174 |
| 2003-05-01 | 561.773583355992 |
| 2003-06-01 | 560.004336574794 |
| 2003-07-01 | 556.869285294094 |
| 2003-08-01 | 556.501630286820 |
| 2003-09-01 | 554.581917145386 |
| 2003-10-01 | 555.014204643841 |
| 2003-11-01 | 551.995262752465 |
| 2003-12-01 | 554.394302241785 |
| 2004-01-01 | 553.741919961252 |
| 2004-02-01 | 555.844431668462 |
| 2004-03-01 | 556.392848874030 |
| 2004-04-01 | 557.029347684584 |
| 2004-05-01 | 560.152958878498 |
| 2004-06-01 | 561.403026300599 |
| 2004-07-01 | 565.616475241209 |
| 2004-08-01 | 563.518518860109 |
| 2004-09-01 | 562.363195376435 |
| 2004-10-01 | 564.425940070580 |
| 2004-11-01 | 565.587357424975 |
| 2004-12-01 | 565.629089754868 |
| 2005-01-01 | 570.713024366991 |
| 2005-02-01 | 568.132285921366 |
| 2005-03-01 | 565.605993907593 |
| 2005-04-01 | 569.103081799773 |
| 2005-05-01 | 570.317520174518 |
| 2005-06-01 | 570.555230007746 |
| 2005-07-01 | 573.474091749246 |
| 2005-08-01 | 574.501389264299 |
| 2005-09-01 | 577.665390348060 |
| 2005-10-01 | 579.746643037363 |
| 2005-11-01 | 582.070941050572 |
| 2005-12-01 | 582.500679082038 |
| 2006-01-01 | 586.228711038054 |
| 2006-02-01 | 586.407201130169 |
| 2006-03-01 | 587.133650901892 |
| 2006-04-01 | 590.828079413894 |
| 2006-05-01 | 592.116993361867 |
| 2006-06-01 | 596.189191308187 |
| 2006-07-01 | 597.726002001057 |
| 2006-08-01 | 599.252187711831 |
| 2006-09-01 | 599.567776066311 |
| 2006-10-01 | 600.934272946699 |
| 2006-11-01 | 602.639557763923 |
| 2006-12-01 | 602.144210651315 |
| 2007-01-01 | 601.240001025819 |
| 2007-02-01 | 602.750268530552 |
| 2007-03-01 | 604.494098504352 |
| 2007-04-01 | 598.198976338440 |
| 2007-05-01 | 600.290531800087 |
| 2007-06-01 | 601.997904994131 |
| 2007-07-01 | 599.806494279706 |
| 2007-08-01 | 600.109410244887 |
| 2007-09-01 | 598.813810822141 |
| 2007-10-01 | 597.325327009881 |
| 2007-11-01 | 595.871188096459 |
| 2007-12-01 | 597.860994572473 |
| 2008-01-01 | 582.624020847068 |
| 2008-02-01 | 584.536683448321 |
| 2008-03-01 | 584.473233138873 |
| 2008-04-01 | 583.792955889120 |
| 2008-05-01 | 583.067412460210 |
| 2008-06-01 | 579.593663572119 |
| 2008-07-01 | 580.010352088527 |
| 2008-08-01 | 575.868660508583 |
| 2008-09-01 | 572.460981125061 |
| 2008-10-01 | 565.958067728626 |
| 2008-11-01 | 559.441801798495 |
| 2008-12-01 | 555.195961806170 |
| 2009-01-01 | 548.150279117430 |
| 2009-02-01 | 539.595302399862 |
| 2009-03-01 | 534.253998074314 |
| 2009-04-01 | 522.130183825426 |
| 2009-05-01 | 521.455638766252 |
| 2009-06-01 | 517.526242034565 |
| 2009-07-01 | 511.994531542390 |
| 2009-08-01 | 510.706620517032 |
| 2009-09-01 | 508.944134934463 |
| 2009-10-01 | 511.630668165593 |
| 2009-11-01 | 511.327906103061 |
| 2009-12-01 | 509.919555702428 |
| 2010-01-01 | 514.954111987620 |
| 2010-02-01 | 513.324662896231 |
| 2010-03-01 | 513.615503701729 |
| 2010-04-01 | 518.227671857786 |
| 2010-05-01 | 518.301588067842 |
| 2010-06-01 | 520.078733804333 |
| 2010-07-01 | 519.563227512940 |
| 2010-08-01 | 521.056409172888 |
| 2010-09-01 | 518.916470129122 |
| 2010-10-01 | 527.197319327397 |
| 2010-11-01 | 526.253866247664 |
| 2010-12-01 | 526.722343198611 |
| 2011-01-01 | 529.200468370850 |
| 2011-02-01 | 530.707532345948 |
| 2011-03-01 | 530.051597350233 |
| 2011-04-01 | 530.136560132668 |
| 2011-05-01 | 531.852276752020 |
| 2011-06-01 | 533.456212692744 |
| 2011-07-01 | 537.940890884259 |
| 2011-08-01 | 537.450188529063 |
| 2011-09-01 | 541.161873177119 |
| 2011-10-01 | 541.343440368299 |
| 2011-11-01 | 540.803197163679 |
| 2011-12-01 | 543.542724295299 |
| 2012-01-01 | 545.990262721126 |
| 2012-02-01 | 550.798540607353 |
| 2012-03-01 | 555.118681097135 |
| 2012-04-01 | 557.529669519979 |
| 2012-05-01 | 561.677039847486 |
| 2012-06-01 | 565.948553167429 |
| 2012-07-01 | 564.388858902288 |
| 2012-08-01 | 565.900549751413 |
| 2012-09-01 | 567.679284275300 |
| 2012-10-01 | 569.216775916589 |
| 2012-11-01 | 572.849323552785 |
| 2012-12-01 | 575.425794291014 |
| 2013-01-01 | 573.359826599362 |
| 2013-02-01 | 575.388295885114 |
| 2013-03-01 | 577.905726780895 |
| 2013-04-01 | 579.755931396352 |
| 2013-05-01 | 582.639381227857 |
| 2013-06-01 | 583.561116843934 |
| 2013-07-01 | 587.585711231571 |
| 2013-08-01 | 591.042583372859 |
| 2013-09-01 | 592.337884383013 |
| 2013-10-01 | 595.074930228790 |
| 2013-11-01 | 598.403438609888 |
| 2013-12-01 | 599.502704223573 |
| 2014-01-01 | 600.962538385643 |
| 2014-02-01 | 597.662453946728 |
| 2014-03-01 | 598.136105038906 |
| 2014-04-01 | 592.779342517877 |
| 2014-05-01 | 593.944867060558 |
| 2014-06-01 | 592.437036463351 |
| 2014-07-01 | 590.118610161280 |
| 2014-08-01 | 592.737891455467 |
| 2014-09-01 | 590.089611328087 |
| 2014-10-01 | 588.195495377633 |
| 2014-11-01 | 587.927122429248 |
| 2014-12-01 | 589.452970982508 |
| 2015-01-01 | 588.083571111827 |
| 2015-02-01 | 590.341098276260 |
| 2015-03-01 | 589.926100949716 |
| 2015-04-01 | 593.939175902069 |
| 2015-05-01 | 594.490709023920 |
| 2015-06-01 | 595.490055290135 |
| 2015-07-01 | 596.903795075748 |
| 2015-08-01 | 595.440219146073 |
| 2015-09-01 | 595.055892894531 |
| 2015-10-01 | 602.135493085650 |
| 2015-11-01 | 600.300502581378 |
| 2015-12-01 | 599.957670666806 |
| 2016-01-01 | 602.988864229556 |
| 2016-02-01 | 604.174375188974 |
| 2016-03-01 | 598.385041326322 |
| 2016-04-01 | 604.472866856300 |
| 2016-05-01 | 604.871557567754 |
| 2016-06-01 | 604.355582050783 |
| 2016-07-01 | 606.481450359943 |
| 2016-08-01 | 606.741413823070 |
| 2016-09-01 | 608.332127438774 |
| 2016-10-01 | 606.206693630079 |
| 2016-11-01 | 605.442234096069 |
| 2016-12-01 | 604.773878456639 |
| 2017-01-01 | 607.513548875446 |
| 2017-02-01 | 608.752813443099 |
| 2017-03-01 | 610.720590766798 |
| 2017-04-01 | 609.615603509732 |
| 2017-05-01 | 611.117042789397 |
| 2017-06-01 | 612.723905270551 |
| 2017-07-01 | 618.850948728657 |
| 2017-08-01 | 618.088836999351 |
| 2017-09-01 | 619.170603112083 |
| 2017-10-01 | 617.677594815718 |
| 2017-11-01 | 618.218071884839 |
| 2017-12-01 | 619.466180165638 |
| 2018-01-01 | 622.833368907394 |
| 2018-02-01 | 620.072842664561 |
| 2018-03-01 | 622.315557119388 |
| 2018-04-01 | 629.651853179414 |
| 2018-05-01 | 629.671399525582 |
| 2018-06-01 | 634.446475315802 |
| 2018-07-01 | 634.128957676149 |
| 2018-08-01 | 635.812533210606 |
| 2018-09-01 | 638.058341672598 |
| 2018-10-01 | 642.493619861890 |
| 2018-11-01 | 644.857638777677 |
| 2018-12-01 | 647.380018415704 |
| 2019-01-01 | 645.364595291323 |
| 2019-02-01 | 646.795984836832 |
| 2019-03-01 | 649.570176940790 |
| 2019-04-01 | 643.668888035533 |
| 2019-05-01 | 644.705529863702 |
| 2019-06-01 | 648.339390941138 |
| 2019-07-01 | 649.140815938335 |
| 2019-08-01 | 652.129757946873 |
| 2019-09-01 | 649.050363698968 |
| 2019-10-01 | 645.723892557907 |
| 2019-11-01 | 651.538146081538 |
| 2019-12-01 | 654.061721338024 |
| 2020-01-01 | 652.638309789251 |
| 2020-02-01 | 656.448491657340 |
| 2020-03-01 | 643.266508642671 |
| 2020-04-01 | 563.581587116886 |
| 2020-05-01 | 570.475757947809 |
| 2020-06-01 | 577.402242085431 |
| 2020-07-01 | 581.440346020795 |
| 2020-08-01 | 585.190425394784 |
| 2020-09-01 | 583.841032148307 |
| 2020-10-01 | 595.882626351742 |
| 2020-11-01 | 599.941913385484 |
| 2020-12-01 | 603.062237623281 |
| 2021-01-01 | 609.439637426577 |
| 2021-02-01 | 614.542766982643 |
| 2021-03-01 | 618.105258201620 |
| 2021-04-01 | 623.817444010635 |
| 2021-05-01 | 627.035648781693 |
| 2021-06-01 | 625.239000921278 |
| 2021-07-01 | 633.046760811396 |
| 2021-08-01 | 634.118208121990 |
| 2021-09-01 | 632.995481797186 |
| 2021-10-01 | 646.631227756850 |
| 2021-11-01 | 651.361497706319 |
| 2021-12-01 | 652.542546041871 |
| 2022-01-01 | 653.119166559478 |
| 2022-02-01 | 662.519737817376 |
| 2022-03-01 | 664.764527236903 |
| 2022-04-01 | 669.662354658853 |
| 2022-05-01 | 670.439655107242 |
| 2022-06-01 | 669.154923464158 |
| 2022-07-01 | 669.763872036570 |
| 2022-08-01 | 668.967009739232 |
| 2022-09-01 | 672.520231033427 |
| 2022-10-01 | 668.655399066147 |
| 2022-11-01 | 666.455028141538 |
| 2022-12-01 | 666.625006702673 |
| 2023-01-01 | 664.709768324157 |
| 2023-02-01 | 660.604352155411 |
| 2023-03-01 | 659.764170312596 |
| 2023-04-01 | 660.905248484237 |
| 2023-05-01 | 660.933004046841 |
| 2023-06-01 | 659.582332454044 |
| 2023-07-01 | 654.868211345638 |
| 2023-08-01 | 654.252475828021 |
| 2023-09-01 | 653.250871509910 |
| 2023-10-01 | 652.101987928714 |
| 2023-11-01 | 648.230037161816 |
| 2023-12-01 | 653.266667675185 |
| 2024-01-01 | 665.779268999184 |
| 2024-02-01 | 663.423336480693 |
| 2024-03-01 | 663.151283873082 |
| 2024-04-01 | 655.662193690395 |
| 2024-05-01 | 655.773801784623 |
| 2024-06-01 | 653.912445416933 |
| 2024-07-01 | 654.883846771603 |
| 2024-08-01 | 657.832934752087 |
| 2024-09-01 | 655.922205772297 |
| 2024-10-01 | 655.358651838932 |
| 2024-11-01 | 656.612764649937 |
| 2024-12-01 | 655.408225761315 |
| 2025-01-01 | 655.006263428115 |
| 2025-02-01 | 654.545594663120 |
| 2025-03-01 | 653.023181257973 |
| 2025-04-01 | 652.248687649860 |
| 2025-05-01 | 651.860247423008 |
| 2025-06-01 | 651.298354007264 |
| 2025-07-01 | 649.394626000669 |
| 2025-08-01 | 647.922430760285 |
| 2025-09-01 | 644.190890988158 |
| 2025-10-01 | 642.036904735331 |
| 2025-11-01 | 638.786567126855 |
| 2025-12-01 | 636.451221026679 |