Table Data - All Employees: Professional and Business Services: Advertising, Public Relations, and Related Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Professional and Business Services: Advertising, Public Relations, and Related Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846054180001SA |
| 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 2026-03-01 |
| Last Updated | 2026-05-07 11:45 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 | 25.2575576365743 |
| 1990-02-01 | 25.1653770825279 |
| 1990-03-01 | 24.1240693610285 |
| 1990-04-01 | 24.1643661496330 |
| 1990-05-01 | 23.9913785138381 |
| 1990-06-01 | 23.8425150380792 |
| 1990-07-01 | 24.0460622197422 |
| 1990-08-01 | 24.0539691358018 |
| 1990-09-01 | 23.9104798840423 |
| 1990-10-01 | 23.6950724909531 |
| 1990-11-01 | 24.0547846026067 |
| 1990-12-01 | 23.9805751463571 |
| 1991-01-01 | 23.5850920289496 |
| 1991-02-01 | 23.5183171159040 |
| 1991-03-01 | 23.3984726314480 |
| 1991-04-01 | 23.2613850731726 |
| 1991-05-01 | 23.1993557737536 |
| 1991-06-01 | 23.0710030043574 |
| 1991-07-01 | 22.6895306262516 |
| 1991-08-01 | 22.9698205611633 |
| 1991-09-01 | 22.4075612339788 |
| 1991-10-01 | 21.9095677576221 |
| 1991-11-01 | 21.6773247963012 |
| 1991-12-01 | 21.6208200243341 |
| 1992-01-01 | 21.5072116352279 |
| 1992-02-01 | 21.5615287316385 |
| 1992-03-01 | 21.5418722475992 |
| 1992-04-01 | 21.8603692405573 |
| 1992-05-01 | 21.6100814103490 |
| 1992-06-01 | 21.7109723456399 |
| 1992-07-01 | 21.7541555624880 |
| 1992-08-01 | 21.4952078759964 |
| 1992-09-01 | 21.3867521831603 |
| 1992-10-01 | 21.5954651420954 |
| 1992-11-01 | 21.4701171686898 |
| 1992-12-01 | 21.4235240153913 |
| 1993-01-01 | 22.6193055695981 |
| 1993-02-01 | 22.4460920076478 |
| 1993-03-01 | 22.3022309320054 |
| 1993-04-01 | 22.3837396641790 |
| 1993-05-01 | 22.3294910458462 |
| 1993-06-01 | 22.3589791658387 |
| 1993-07-01 | 21.5095642634357 |
| 1993-08-01 | 21.6060176861216 |
| 1993-09-01 | 21.6668396185487 |
| 1993-10-01 | 21.7733675198059 |
| 1993-11-01 | 21.7460298353389 |
| 1993-12-01 | 21.7171542342513 |
| 1994-01-01 | 21.8868073134239 |
| 1994-02-01 | 21.8085990596223 |
| 1994-03-01 | 21.7567154379341 |
| 1994-04-01 | 21.2931932506055 |
| 1994-05-01 | 21.5238322826026 |
| 1994-06-01 | 21.5113327071858 |
| 1994-07-01 | 21.5674887458054 |
| 1994-08-01 | 21.7077705293450 |
| 1994-09-01 | 21.9336099613465 |
| 1994-10-01 | 22.0719102507741 |
| 1994-11-01 | 22.2236875452530 |
| 1994-12-01 | 22.2026874902015 |
| 1995-01-01 | 22.0802167632339 |
| 1995-02-01 | 22.1947317843762 |
| 1995-03-01 | 22.4221151455921 |
| 1995-04-01 | 22.3291313451173 |
| 1995-05-01 | 22.3160073209922 |
| 1995-06-01 | 22.3563883175809 |
| 1995-07-01 | 22.3033611534449 |
| 1995-08-01 | 22.3930926045235 |
| 1995-09-01 | 22.5135725845014 |
| 1995-10-01 | 22.5000981189733 |
| 1995-11-01 | 22.4962393108673 |
| 1995-12-01 | 22.6887570581220 |
| 1996-01-01 | 22.7822486488462 |
| 1996-02-01 | 23.4096324451366 |
| 1996-03-01 | 23.2030963517991 |
| 1996-04-01 | 23.2508692262608 |
| 1996-05-01 | 23.5937327153080 |
| 1996-06-01 | 23.3671049600668 |
| 1996-07-01 | 23.9312717710026 |
| 1996-08-01 | 24.0827226203469 |
| 1996-09-01 | 23.9921877026549 |
| 1996-10-01 | 24.1431571755794 |
| 1996-11-01 | 24.1738349891919 |
| 1996-12-01 | 23.7756867231412 |
| 1997-01-01 | 24.2755444400244 |
| 1997-02-01 | 24.5169626845998 |
| 1997-03-01 | 24.4930551923948 |
| 1997-04-01 | 24.7613424382419 |
| 1997-05-01 | 24.7705507925387 |
| 1997-06-01 | 24.6376543639673 |
| 1997-07-01 | 24.7413399075164 |
| 1997-08-01 | 24.7944833436539 |
| 1997-09-01 | 25.0226886007319 |
| 1997-10-01 | 24.9021063585548 |
| 1997-11-01 | 24.9843988136643 |
| 1997-12-01 | 25.0813263745128 |
| 1998-01-01 | 24.8202574046878 |
| 1998-02-01 | 24.7993649403104 |
| 1998-03-01 | 24.8910538630351 |
| 1998-04-01 | 24.6171239703154 |
| 1998-05-01 | 24.7341856093591 |
| 1998-06-01 | 24.3840578414984 |
| 1998-07-01 | 25.2561296312024 |
| 1998-08-01 | 25.2314772004414 |
| 1998-09-01 | 25.1655460525846 |
| 1998-10-01 | 24.8724828968941 |
| 1998-11-01 | 25.3447170422320 |
| 1998-12-01 | 25.1266453413415 |
| 1999-01-01 | 25.2525338706045 |
| 1999-02-01 | 24.8540575561257 |
| 1999-03-01 | 24.8631301775078 |
| 1999-04-01 | 24.9605815797090 |
| 1999-05-01 | 25.0029180642786 |
| 1999-06-01 | 25.0296590873430 |
| 1999-07-01 | 25.0758114856175 |
| 1999-08-01 | 24.9741252472368 |
| 1999-09-01 | 24.8181555659941 |
| 1999-10-01 | 25.2347229221195 |
| 1999-11-01 | 25.3243275163663 |
| 1999-12-01 | 25.4719834208869 |
| 2000-01-01 | 25.7940450651694 |
| 2000-02-01 | 25.8114841394051 |
| 2000-03-01 | 25.7278539597808 |
| 2000-04-01 | 25.7900787842208 |
| 2000-05-01 | 25.6733418822283 |
| 2000-06-01 | 25.9735394569402 |
| 2000-07-01 | 25.7030947250745 |
| 2000-08-01 | 25.7294558666538 |
| 2000-09-01 | 25.7457039340366 |
| 2000-10-01 | 26.0672858517385 |
| 2000-11-01 | 26.2281687991801 |
| 2000-12-01 | 26.2130779030451 |
| 2001-01-01 | 26.0529439636986 |
| 2001-02-01 | 26.0462038016199 |
| 2001-03-01 | 26.3742836456198 |
| 2001-04-01 | 25.8309404933747 |
| 2001-05-01 | 25.7572529945175 |
| 2001-06-01 | 25.4473227578966 |
| 2001-07-01 | 25.2103360396457 |
| 2001-08-01 | 25.0786338367825 |
| 2001-09-01 | 24.8744302477548 |
| 2001-10-01 | 24.2721968425243 |
| 2001-11-01 | 24.1200631796874 |
| 2001-12-01 | 23.9651682944153 |
| 2002-01-01 | 24.0211621801951 |
| 2002-02-01 | 24.5841133267220 |
| 2002-03-01 | 24.6403724700148 |
| 2002-04-01 | 24.0930575056154 |
| 2002-05-01 | 23.9466992804361 |
| 2002-06-01 | 23.6543298823742 |
| 2002-07-01 | 23.6024503049001 |
| 2002-08-01 | 23.5109675210733 |
| 2002-09-01 | 23.2733488069950 |
| 2002-10-01 | 23.0645911283415 |
| 2002-11-01 | 22.9767612679150 |
| 2002-12-01 | 22.9878056535302 |
| 2003-01-01 | 22.9271159906963 |
| 2003-02-01 | 22.6415563534013 |
| 2003-03-01 | 22.5096477465991 |
| 2003-04-01 | 22.4819246978166 |
| 2003-05-01 | 22.3520733088126 |
| 2003-06-01 | 22.5796270074462 |
| 2003-07-01 | 22.2889491303575 |
| 2003-08-01 | 22.3148515852302 |
| 2003-09-01 | 22.4710359572239 |
| 2003-10-01 | 22.6514869499681 |
| 2003-11-01 | 22.3859401258749 |
| 2003-12-01 | 22.3001681336870 |
| 2004-01-01 | 22.8501738250644 |
| 2004-02-01 | 22.7277940147765 |
| 2004-03-01 | 22.7901612728468 |
| 2004-04-01 | 22.6841629766128 |
| 2004-05-01 | 22.7667527097456 |
| 2004-06-01 | 22.7936477811734 |
| 2004-07-01 | 23.0763771596378 |
| 2004-08-01 | 22.9099242806723 |
| 2004-09-01 | 23.0612090899180 |
| 2004-10-01 | 23.4370876187565 |
| 2004-11-01 | 23.2926938102073 |
| 2004-12-01 | 23.2084579724591 |
| 2005-01-01 | 22.9695009858594 |
| 2005-02-01 | 22.7050226095453 |
| 2005-03-01 | 22.9851314922409 |
| 2005-04-01 | 23.0826413909171 |
| 2005-05-01 | 23.2868274104261 |
| 2005-06-01 | 23.3074467110764 |
| 2005-07-01 | 23.3596547840801 |
| 2005-08-01 | 23.3887070994773 |
| 2005-09-01 | 23.4670490466348 |
| 2005-10-01 | 23.5337677678716 |
| 2005-11-01 | 23.7888642433361 |
| 2005-12-01 | 23.9212542590441 |
| 2006-01-01 | 23.9995033003957 |
| 2006-02-01 | 24.0766637212813 |
| 2006-03-01 | 24.2878094476413 |
| 2006-04-01 | 24.2754951768304 |
| 2006-05-01 | 24.2096550169947 |
| 2006-06-01 | 24.1052743015140 |
| 2006-07-01 | 23.9502266803047 |
| 2006-08-01 | 24.1453233288139 |
| 2006-09-01 | 24.1839648893600 |
| 2006-10-01 | 24.2463443215448 |
| 2006-11-01 | 24.2008233116755 |
| 2006-12-01 | 24.0436533723386 |
| 2007-01-01 | 24.0955953290198 |
| 2007-02-01 | 24.1562960333905 |
| 2007-03-01 | 24.3002940116293 |
| 2007-04-01 | 24.2582863602126 |
| 2007-05-01 | 24.3173505205762 |
| 2007-06-01 | 24.4985545926626 |
| 2007-07-01 | 24.8519673098807 |
| 2007-08-01 | 24.8956707615609 |
| 2007-09-01 | 25.0117208076724 |
| 2007-10-01 | 24.8582382655962 |
| 2007-11-01 | 24.9178218875594 |
| 2007-12-01 | 24.8534470634141 |
| 2008-01-01 | 25.7040491641093 |
| 2008-02-01 | 25.5598951089276 |
| 2008-03-01 | 25.4213202864472 |
| 2008-04-01 | 25.7302407872420 |
| 2008-05-01 | 25.8255975179441 |
| 2008-06-01 | 25.7803039233771 |
| 2008-07-01 | 25.7435621951388 |
| 2008-08-01 | 25.6367475083642 |
| 2008-09-01 | 25.5361657694169 |
| 2008-10-01 | 25.3715747960241 |
| 2008-11-01 | 25.1450772527460 |
| 2008-12-01 | 24.9652902190955 |
| 2009-01-01 | 25.2764644897761 |
| 2009-02-01 | 24.7870041373534 |
| 2009-03-01 | 24.2560034161917 |
| 2009-04-01 | 23.4167443257172 |
| 2009-05-01 | 23.2078559341767 |
| 2009-06-01 | 23.1900715528155 |
| 2009-07-01 | 22.4244386288581 |
| 2009-08-01 | 22.5967806595298 |
| 2009-09-01 | 22.2569774373958 |
| 2009-10-01 | 22.3739904959331 |
| 2009-11-01 | 22.3448577940885 |
| 2009-12-01 | 22.4850314275858 |
| 2010-01-01 | 22.2308433351256 |
| 2010-02-01 | 22.0220097202073 |
| 2010-03-01 | 22.0798801219305 |
| 2010-04-01 | 22.0135964604234 |
| 2010-05-01 | 22.1977467687038 |
| 2010-06-01 | 22.2019072122686 |
| 2010-07-01 | 22.0974632711970 |
| 2010-08-01 | 22.0554075167373 |
| 2010-09-01 | 22.2832924891775 |
| 2010-10-01 | 22.3751610060176 |
| 2010-11-01 | 22.4297930551855 |
| 2010-12-01 | 22.5813182159589 |
| 2011-01-01 | 22.5452408227960 |
| 2011-02-01 | 22.5629740859346 |
| 2011-03-01 | 22.6871035878515 |
| 2011-04-01 | 23.1161256859837 |
| 2011-05-01 | 23.1898804985733 |
| 2011-06-01 | 23.2064646201498 |
| 2011-07-01 | 23.4738599119586 |
| 2011-08-01 | 23.6166916608382 |
| 2011-09-01 | 23.6112724054553 |
| 2011-10-01 | 23.3602175654803 |
| 2011-11-01 | 23.4037022216194 |
| 2011-12-01 | 23.4672054395850 |
| 2012-01-01 | 23.7757975780326 |
| 2012-02-01 | 23.8982241876860 |
| 2012-03-01 | 24.0937519561219 |
| 2012-04-01 | 24.2261827370880 |
| 2012-05-01 | 24.4062300711296 |
| 2012-06-01 | 24.4279389644242 |
| 2012-07-01 | 24.4303689236679 |
| 2012-08-01 | 24.6806171299148 |
| 2012-09-01 | 24.5284614304965 |
| 2012-10-01 | 24.8507657685022 |
| 2012-11-01 | 24.6775973839284 |
| 2012-12-01 | 24.5474199624581 |
| 2013-01-01 | 24.4837677926087 |
| 2013-02-01 | 24.6216969741132 |
| 2013-03-01 | 24.7103591486385 |
| 2013-04-01 | 24.4451856476822 |
| 2013-05-01 | 24.4298170857119 |
| 2013-06-01 | 24.3544387738732 |
| 2013-07-01 | 24.3981871179736 |
| 2013-08-01 | 24.1624914568132 |
| 2013-09-01 | 24.2363108568427 |
| 2013-10-01 | 24.1274374412277 |
| 2013-11-01 | 24.1622263452254 |
| 2013-12-01 | 24.1403849785060 |
| 2014-01-01 | 23.7597247970611 |
| 2014-02-01 | 23.7250305173673 |
| 2014-03-01 | 23.6421819217622 |
| 2014-04-01 | 23.2607748977111 |
| 2014-05-01 | 23.3594089542086 |
| 2014-06-01 | 23.4807703786859 |
| 2014-07-01 | 23.3642106132621 |
| 2014-08-01 | 23.3544982029854 |
| 2014-09-01 | 23.4305109127004 |
| 2014-10-01 | 23.6127332854397 |
| 2014-11-01 | 23.7533227915631 |
| 2014-12-01 | 23.9260431979393 |
| 2015-01-01 | 24.1473728425835 |
| 2015-02-01 | 24.2490158693696 |
| 2015-03-01 | 24.2946667914913 |
| 2015-04-01 | 24.3597447848489 |
| 2015-05-01 | 24.4774829821537 |
| 2015-06-01 | 24.5844474543176 |
| 2015-07-01 | 24.7232324518903 |
| 2015-08-01 | 24.9388019506083 |
| 2015-09-01 | 24.7323440310530 |
| 2015-10-01 | 24.7888590894084 |
| 2015-11-01 | 24.8498486794551 |
| 2015-12-01 | 24.9180274029857 |
| 2016-01-01 | 24.9337264901607 |
| 2016-02-01 | 24.7694130434748 |
| 2016-03-01 | 24.8679335022580 |
| 2016-04-01 | 24.7422532906645 |
| 2016-05-01 | 24.6723409273089 |
| 2016-06-01 | 24.4868845486070 |
| 2016-07-01 | 24.5891398716361 |
| 2016-08-01 | 24.7470729850977 |
| 2016-09-01 | 24.7262248620471 |
| 2016-10-01 | 24.6938612142629 |
| 2016-11-01 | 24.4502679828066 |
| 2016-12-01 | 24.3305465924127 |
| 2017-01-01 | 24.5043107076725 |
| 2017-02-01 | 24.5756146635836 |
| 2017-03-01 | 24.5188084259792 |
| 2017-04-01 | 24.7191376943418 |
| 2017-05-01 | 24.7543351748160 |
| 2017-06-01 | 24.7770770547244 |
| 2017-07-01 | 24.9766740468672 |
| 2017-08-01 | 24.9754569749847 |
| 2017-09-01 | 25.0334160756901 |
| 2017-10-01 | 24.8853570920061 |
| 2017-11-01 | 24.9417965302069 |
| 2017-12-01 | 25.0388682305061 |
| 2018-01-01 | 24.8949139224477 |
| 2018-02-01 | 24.8639545301307 |
| 2018-03-01 | 24.9457299731596 |
| 2018-04-01 | 25.3010567833774 |
| 2018-05-01 | 25.4361695595880 |
| 2018-06-01 | 25.5786480792471 |
| 2018-07-01 | 25.5705295481719 |
| 2018-08-01 | 25.5340402893236 |
| 2018-09-01 | 25.5495493839590 |
| 2018-10-01 | 25.6699307528812 |
| 2018-11-01 | 25.8147467847329 |
| 2018-12-01 | 25.7233258130343 |
| 2019-01-01 | 26.0085684240478 |
| 2019-02-01 | 26.0452687039252 |
| 2019-03-01 | 26.0367897485504 |
| 2019-04-01 | 26.1006418835021 |
| 2019-05-01 | 26.2311088083227 |
| 2019-06-01 | 26.3809422955413 |
| 2019-07-01 | 26.4950710779761 |
| 2019-08-01 | 26.6232343344158 |
| 2019-09-01 | 26.5679200063518 |
| 2019-10-01 | 26.5282948414578 |
| 2019-11-01 | 26.7685004195838 |
| 2019-12-01 | 26.5931906606423 |
| 2020-01-01 | 27.1198838756176 |
| 2020-02-01 | 27.1173826365876 |
| 2020-03-01 | 26.8993597941704 |
| 2020-04-01 | 23.6400258784826 |
| 2020-05-01 | 23.5291012851850 |
| 2020-06-01 | 23.6005248082755 |
| 2020-07-01 | 23.1614727452591 |
| 2020-08-01 | 23.3091771261930 |
| 2020-09-01 | 23.6594621481495 |
| 2020-10-01 | 23.8069090918405 |
| 2020-11-01 | 23.9393585707284 |
| 2020-12-01 | 24.1773873172930 |
| 2021-01-01 | 24.2830849309853 |
| 2021-02-01 | 24.3715087344849 |
| 2021-03-01 | 24.8289330481423 |
| 2021-04-01 | 25.1867902201506 |
| 2021-05-01 | 25.4488469714530 |
| 2021-06-01 | 25.6320134779026 |
| 2021-07-01 | 26.0999600200729 |
| 2021-08-01 | 26.2821402074097 |
| 2021-09-01 | 26.4663454939046 |
| 2021-10-01 | 26.8248379591146 |
| 2021-11-01 | 26.8722939942520 |
| 2021-12-01 | 27.0197629312254 |
| 2022-01-01 | 27.1120861012576 |
| 2022-02-01 | 27.3533552886311 |
| 2022-03-01 | 27.6052335613181 |
| 2022-04-01 | 27.5356738870073 |
| 2022-05-01 | 27.6795134761521 |
| 2022-06-01 | 27.7804055494640 |
| 2022-07-01 | 27.7260502890044 |
| 2022-08-01 | 27.8241195870723 |
| 2022-09-01 | 28.0592226637888 |
| 2022-10-01 | 27.9679545004951 |
| 2022-11-01 | 27.9267989001547 |
| 2022-12-01 | 27.8891599679588 |
| 2023-01-01 | 27.5073261573437 |
| 2023-02-01 | 27.3294285466475 |
| 2023-03-01 | 27.2937310168565 |
| 2023-04-01 | 27.1745505049706 |
| 2023-05-01 | 27.3106767053576 |
| 2023-06-01 | 27.2121968504621 |
| 2023-07-01 | 26.9483554124335 |
| 2023-08-01 | 26.8244636593607 |
| 2023-09-01 | 26.7296083696479 |
| 2023-10-01 | 26.7560091468155 |
| 2023-11-01 | 26.8111114864999 |
| 2023-12-01 | 26.8977761079425 |
| 2024-01-01 | 27.3856704137913 |
| 2024-02-01 | 27.0176731369973 |
| 2024-03-01 | 26.9108946202021 |
| 2024-04-01 | 26.4954339131007 |
| 2024-05-01 | 26.3294613245333 |
| 2024-06-01 | 26.2275754486662 |
| 2024-07-01 | 26.3520141643913 |
| 2024-08-01 | 26.3010321616242 |
| 2024-09-01 | 26.3206169113541 |
| 2024-10-01 | 26.3578655514660 |
| 2024-11-01 | 26.1106170504207 |
| 2024-12-01 | 25.8167615591560 |
| 2025-01-01 | 25.7411032474531 |
| 2025-02-01 | 25.6992082140402 |
| 2025-03-01 | 25.4284480267751 |
| 2025-04-01 | 25.7021602348186 |
| 2025-05-01 | 25.5463830365041 |
| 2025-06-01 | 25.5368692094846 |
| 2025-07-01 | 25.5536525477954 |
| 2025-08-01 | 25.8762556832869 |
| 2025-09-01 | 25.3090004248795 |
| 2025-10-01 | 25.1741145284548 |
| 2025-11-01 | 25.1197021058781 |
| 2025-12-01 | 25.1317128157021 |
| 2026-01-01 | 25.1150798234147 |
| 2026-02-01 | 24.9947652804348 |
| 2026-03-01 | 24.8476390311023 |