Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846056100001SA |
| 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 10:38 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 | 220.738359145208 |
| 1990-02-01 | 220.279191200876 |
| 1990-03-01 | 221.039372400726 |
| 1990-04-01 | 214.631508176552 |
| 1990-05-01 | 216.305286662763 |
| 1990-06-01 | 214.021589223988 |
| 1990-07-01 | 209.925244038066 |
| 1990-08-01 | 209.014782198335 |
| 1990-09-01 | 207.929481555518 |
| 1990-10-01 | 206.203919864858 |
| 1990-11-01 | 205.087494750789 |
| 1990-12-01 | 202.936837023231 |
| 1991-01-01 | 199.373309083960 |
| 1991-02-01 | 197.446890268543 |
| 1991-03-01 | 194.458525257664 |
| 1991-04-01 | 192.157813761282 |
| 1991-05-01 | 190.389416261531 |
| 1991-06-01 | 188.450505814988 |
| 1991-07-01 | 188.106164624397 |
| 1991-08-01 | 187.998472756578 |
| 1991-09-01 | 187.900285732683 |
| 1991-10-01 | 187.092322643226 |
| 1991-11-01 | 185.848297299643 |
| 1991-12-01 | 185.270364331410 |
| 1992-01-01 | 183.701651512711 |
| 1992-02-01 | 183.215961439053 |
| 1992-03-01 | 183.586284218426 |
| 1992-04-01 | 185.857563136393 |
| 1992-05-01 | 186.572657741435 |
| 1992-06-01 | 187.264182288164 |
| 1992-07-01 | 189.674163094619 |
| 1992-08-01 | 189.395016000320 |
| 1992-09-01 | 189.475746982962 |
| 1992-10-01 | 189.862821779669 |
| 1992-11-01 | 189.374729468478 |
| 1992-12-01 | 190.240396299283 |
| 1993-01-01 | 204.197466598435 |
| 1993-02-01 | 204.787277894982 |
| 1993-03-01 | 205.179567713892 |
| 1993-04-01 | 205.122126247317 |
| 1993-05-01 | 205.604005660626 |
| 1993-06-01 | 207.201151225041 |
| 1993-07-01 | 210.173218248573 |
| 1993-08-01 | 211.722290623643 |
| 1993-09-01 | 212.474396995620 |
| 1993-10-01 | 198.171365917201 |
| 1993-11-01 | 198.252045580902 |
| 1993-12-01 | 200.504305812004 |
| 1994-01-01 | 210.264600020131 |
| 1994-02-01 | 213.570611350167 |
| 1994-03-01 | 214.713424653478 |
| 1994-04-01 | 210.817009368903 |
| 1994-05-01 | 211.877591905298 |
| 1994-06-01 | 212.818216636088 |
| 1994-07-01 | 211.789795208206 |
| 1994-08-01 | 213.052689819150 |
| 1994-09-01 | 215.023541188453 |
| 1994-10-01 | 218.055540219865 |
| 1994-11-01 | 219.339950279115 |
| 1994-12-01 | 221.716331123753 |
| 1995-01-01 | 219.423710888076 |
| 1995-02-01 | 222.081819854310 |
| 1995-03-01 | 221.799039621361 |
| 1995-04-01 | 222.155397883815 |
| 1995-05-01 | 223.850798973403 |
| 1995-06-01 | 226.010605491082 |
| 1995-07-01 | 217.974431399649 |
| 1995-08-01 | 222.386082086027 |
| 1995-09-01 | 223.359700674641 |
| 1995-10-01 | 221.101084512295 |
| 1995-11-01 | 223.122349800717 |
| 1995-12-01 | 221.625863739476 |
| 1996-01-01 | 228.138669124269 |
| 1996-02-01 | 225.418814589107 |
| 1996-03-01 | 227.497867433744 |
| 1996-04-01 | 232.214312482356 |
| 1996-05-01 | 234.022480844829 |
| 1996-06-01 | 235.628284360547 |
| 1996-07-01 | 238.664776570864 |
| 1996-08-01 | 237.778910808195 |
| 1996-09-01 | 239.253634269339 |
| 1996-10-01 | 242.739051566549 |
| 1996-11-01 | 242.868386025015 |
| 1996-12-01 | 245.454329344060 |
| 1997-01-01 | 237.166816933251 |
| 1997-02-01 | 238.529778802995 |
| 1997-03-01 | 241.205330492856 |
| 1997-04-01 | 242.922625923693 |
| 1997-05-01 | 243.767297313894 |
| 1997-06-01 | 247.433439358910 |
| 1997-07-01 | 247.947379388116 |
| 1997-08-01 | 250.589937825271 |
| 1997-09-01 | 252.486268741063 |
| 1997-10-01 | 255.017807906973 |
| 1997-11-01 | 256.285340831508 |
| 1997-12-01 | 257.443319796151 |
| 1998-01-01 | 257.198106267400 |
| 1998-02-01 | 259.327328518604 |
| 1998-03-01 | 258.907228954370 |
| 1998-04-01 | 253.757163182803 |
| 1998-05-01 | 259.042409589374 |
| 1998-06-01 | 258.657522190340 |
| 1998-07-01 | 258.160048979215 |
| 1998-08-01 | 261.147077323386 |
| 1998-09-01 | 259.803663771305 |
| 1998-10-01 | 259.796494575399 |
| 1998-11-01 | 260.153922334483 |
| 1998-12-01 | 260.642185245822 |
| 1999-01-01 | 244.472705883149 |
| 1999-02-01 | 244.566430751840 |
| 1999-03-01 | 247.496156192433 |
| 1999-04-01 | 260.297893146600 |
| 1999-05-01 | 261.430389421115 |
| 1999-06-01 | 263.423756622728 |
| 1999-07-01 | 263.395699452145 |
| 1999-08-01 | 264.385350071502 |
| 1999-09-01 | 267.477895317320 |
| 1999-10-01 | 267.665602853180 |
| 1999-11-01 | 270.696756191819 |
| 1999-12-01 | 273.251879949417 |
| 2000-01-01 | 261.789647552662 |
| 2000-02-01 | 262.737576060902 |
| 2000-03-01 | 263.073041299686 |
| 2000-04-01 | 267.346801301690 |
| 2000-05-01 | 266.172839002033 |
| 2000-06-01 | 266.672122625896 |
| 2000-07-01 | 270.999397724287 |
| 2000-08-01 | 270.142211458354 |
| 2000-09-01 | 270.729235552013 |
| 2000-10-01 | 273.985708208811 |
| 2000-11-01 | 272.082447180707 |
| 2000-12-01 | 268.663893025544 |
| 2001-01-01 | 268.345316266313 |
| 2001-02-01 | 270.457628922221 |
| 2001-03-01 | 268.681157535178 |
| 2001-04-01 | 262.522490582159 |
| 2001-05-01 | 264.241876906969 |
| 2001-06-01 | 262.201653111630 |
| 2001-07-01 | 260.995091799322 |
| 2001-08-01 | 260.913041427798 |
| 2001-09-01 | 262.030220401010 |
| 2001-10-01 | 257.621603274509 |
| 2001-11-01 | 253.903881192539 |
| 2001-12-01 | 253.805077518968 |
| 2002-01-01 | 254.227770546386 |
| 2002-02-01 | 251.460431372197 |
| 2002-03-01 | 252.020918044933 |
| 2002-04-01 | 253.598447799584 |
| 2002-05-01 | 255.549387424844 |
| 2002-06-01 | 255.414635150080 |
| 2002-07-01 | 253.734904272581 |
| 2002-08-01 | 252.806827036419 |
| 2002-09-01 | 252.491416767968 |
| 2002-10-01 | 250.601380216629 |
| 2002-11-01 | 250.259316790024 |
| 2002-12-01 | 250.768910737144 |
| 2003-01-01 | 248.078393188321 |
| 2003-02-01 | 246.323696677245 |
| 2003-03-01 | 245.158652173802 |
| 2003-04-01 | 243.078824661401 |
| 2003-05-01 | 241.716289790935 |
| 2003-06-01 | 240.390506096170 |
| 2003-07-01 | 238.299338689265 |
| 2003-08-01 | 238.176759718774 |
| 2003-09-01 | 237.176496561630 |
| 2003-10-01 | 236.876932411982 |
| 2003-11-01 | 234.192920297765 |
| 2003-12-01 | 236.338376443401 |
| 2004-01-01 | 239.208173185996 |
| 2004-02-01 | 242.963566841471 |
| 2004-03-01 | 243.410221696397 |
| 2004-04-01 | 241.276412430754 |
| 2004-05-01 | 242.396783951082 |
| 2004-06-01 | 243.863744023600 |
| 2004-07-01 | 246.486932201014 |
| 2004-08-01 | 244.587035280149 |
| 2004-09-01 | 243.161098880150 |
| 2004-10-01 | 243.776151743818 |
| 2004-11-01 | 243.891900788792 |
| 2004-12-01 | 243.507529853675 |
| 2005-01-01 | 244.313727231651 |
| 2005-02-01 | 243.509100826356 |
| 2005-03-01 | 242.355961755319 |
| 2005-04-01 | 244.086192938872 |
| 2005-05-01 | 243.384015618115 |
| 2005-06-01 | 243.738838821527 |
| 2005-07-01 | 245.929704627556 |
| 2005-08-01 | 246.361713622573 |
| 2005-09-01 | 248.436254303878 |
| 2005-10-01 | 250.407359261801 |
| 2005-11-01 | 251.540024247031 |
| 2005-12-01 | 252.437531992158 |
| 2006-01-01 | 253.117570061987 |
| 2006-02-01 | 253.944373131968 |
| 2006-03-01 | 254.887359687406 |
| 2006-04-01 | 257.665988260918 |
| 2006-05-01 | 259.784835702349 |
| 2006-06-01 | 261.672591465915 |
| 2006-07-01 | 261.317028723012 |
| 2006-08-01 | 262.133062319027 |
| 2006-09-01 | 261.788831398967 |
| 2006-10-01 | 262.815568679238 |
| 2006-11-01 | 263.684798980462 |
| 2006-12-01 | 263.595378355805 |
| 2007-01-01 | 263.022430346967 |
| 2007-02-01 | 264.474774718380 |
| 2007-03-01 | 265.757895987601 |
| 2007-04-01 | 259.556426543490 |
| 2007-05-01 | 258.594214819099 |
| 2007-06-01 | 259.588844513758 |
| 2007-07-01 | 258.931631953532 |
| 2007-08-01 | 258.535458469571 |
| 2007-09-01 | 258.076277409861 |
| 2007-10-01 | 256.239654025639 |
| 2007-11-01 | 254.920148193188 |
| 2007-12-01 | 254.758980492239 |
| 2008-01-01 | 247.833285404637 |
| 2008-02-01 | 248.304098915398 |
| 2008-03-01 | 247.862206201196 |
| 2008-04-01 | 246.226934852169 |
| 2008-05-01 | 245.467861350067 |
| 2008-06-01 | 244.390482445629 |
| 2008-07-01 | 244.528179828809 |
| 2008-08-01 | 241.759833678519 |
| 2008-09-01 | 239.448736515659 |
| 2008-10-01 | 234.520524412517 |
| 2008-11-01 | 230.774317889660 |
| 2008-12-01 | 227.889980192969 |
| 2009-01-01 | 221.916569729934 |
| 2009-02-01 | 217.678611660296 |
| 2009-03-01 | 214.909924294085 |
| 2009-04-01 | 208.728377600488 |
| 2009-05-01 | 208.282429854102 |
| 2009-06-01 | 206.250735614864 |
| 2009-07-01 | 204.400303175822 |
| 2009-08-01 | 203.562938119508 |
| 2009-09-01 | 203.724185397308 |
| 2009-10-01 | 203.884430885461 |
| 2009-11-01 | 204.624895991852 |
| 2009-12-01 | 205.217353918347 |
| 2010-01-01 | 212.535038886690 |
| 2010-02-01 | 210.707243498370 |
| 2010-03-01 | 211.071150795764 |
| 2010-04-01 | 213.427317264816 |
| 2010-05-01 | 213.722970401640 |
| 2010-06-01 | 214.581181088979 |
| 2010-07-01 | 214.412028438047 |
| 2010-08-01 | 215.206121457670 |
| 2010-09-01 | 214.698943462451 |
| 2010-10-01 | 218.300326622402 |
| 2010-11-01 | 217.684143808172 |
| 2010-12-01 | 217.451731363398 |
| 2011-01-01 | 218.512347982664 |
| 2011-02-01 | 218.513068706878 |
| 2011-03-01 | 217.528098844349 |
| 2011-04-01 | 217.865719415536 |
| 2011-05-01 | 218.604951651325 |
| 2011-06-01 | 218.773519404681 |
| 2011-07-01 | 218.478740836627 |
| 2011-08-01 | 216.325553617910 |
| 2011-09-01 | 219.065629919251 |
| 2011-10-01 | 219.198436677091 |
| 2011-11-01 | 218.485694638120 |
| 2011-12-01 | 219.679628842609 |
| 2012-01-01 | 222.243755471188 |
| 2012-02-01 | 225.807315896071 |
| 2012-03-01 | 227.895217157759 |
| 2012-04-01 | 229.432290812437 |
| 2012-05-01 | 230.246753491776 |
| 2012-06-01 | 233.436229055509 |
| 2012-07-01 | 231.296796942200 |
| 2012-08-01 | 230.984773632526 |
| 2012-09-01 | 231.973272265441 |
| 2012-10-01 | 230.771485470569 |
| 2012-11-01 | 236.056101069690 |
| 2012-12-01 | 235.996269699126 |
| 2013-01-01 | 236.543261025434 |
| 2013-02-01 | 237.098086023726 |
| 2013-03-01 | 237.760308982941 |
| 2013-04-01 | 238.958616441308 |
| 2013-05-01 | 240.702054350734 |
| 2013-06-01 | 240.831996161777 |
| 2013-07-01 | 243.775348822304 |
| 2013-08-01 | 245.969747903782 |
| 2013-09-01 | 246.958328430264 |
| 2013-10-01 | 247.630892541322 |
| 2013-11-01 | 254.086201356495 |
| 2013-12-01 | 253.082759050371 |
| 2014-01-01 | 252.874873557864 |
| 2014-02-01 | 249.427627400925 |
| 2014-03-01 | 250.064106866666 |
| 2014-04-01 | 248.312393054474 |
| 2014-05-01 | 248.819453114138 |
| 2014-06-01 | 247.106307286287 |
| 2014-07-01 | 249.617700440257 |
| 2014-08-01 | 250.786053849031 |
| 2014-09-01 | 249.949700826898 |
| 2014-10-01 | 249.719568248341 |
| 2014-11-01 | 249.377332467048 |
| 2014-12-01 | 248.701223135075 |
| 2015-01-01 | 247.612602840897 |
| 2015-02-01 | 249.755110734121 |
| 2015-03-01 | 250.104270919097 |
| 2015-04-01 | 250.882369450839 |
| 2015-05-01 | 251.914811515201 |
| 2015-06-01 | 252.486076608782 |
| 2015-07-01 | 252.271744631244 |
| 2015-08-01 | 251.682248897745 |
| 2015-09-01 | 252.402677512430 |
| 2015-10-01 | 256.291494684658 |
| 2015-11-01 | 254.807759314649 |
| 2015-12-01 | 256.162952495206 |
| 2016-01-01 | 255.783824833382 |
| 2016-02-01 | 256.374715956813 |
| 2016-03-01 | 253.728092366352 |
| 2016-04-01 | 258.225264806791 |
| 2016-05-01 | 257.533657974006 |
| 2016-06-01 | 258.040550668447 |
| 2016-07-01 | 257.780644956334 |
| 2016-08-01 | 256.601151099114 |
| 2016-09-01 | 257.643288541006 |
| 2016-10-01 | 255.282041108180 |
| 2016-11-01 | 253.538001411973 |
| 2016-12-01 | 253.158060100738 |
| 2017-01-01 | 255.389670825470 |
| 2017-02-01 | 256.114445855038 |
| 2017-03-01 | 257.549165533580 |
| 2017-04-01 | 254.601920712635 |
| 2017-05-01 | 254.901959469302 |
| 2017-06-01 | 254.359822341169 |
| 2017-07-01 | 260.690555040543 |
| 2017-08-01 | 258.696908296124 |
| 2017-09-01 | 259.795911429864 |
| 2017-10-01 | 258.518554986430 |
| 2017-11-01 | 258.905439036057 |
| 2017-12-01 | 257.971835737609 |
| 2018-01-01 | 259.711421667947 |
| 2018-02-01 | 259.180980259295 |
| 2018-03-01 | 260.372876834668 |
| 2018-04-01 | 263.545039427605 |
| 2018-05-01 | 264.797568180661 |
| 2018-06-01 | 265.613906785822 |
| 2018-07-01 | 264.851645409427 |
| 2018-08-01 | 266.035521946302 |
| 2018-09-01 | 266.937880427310 |
| 2018-10-01 | 268.923742603497 |
| 2018-11-01 | 270.741297368781 |
| 2018-12-01 | 270.774188980855 |
| 2019-01-01 | 268.866061988498 |
| 2019-02-01 | 268.178437660724 |
| 2019-03-01 | 271.523040131361 |
| 2019-04-01 | 264.650997245431 |
| 2019-05-01 | 267.522951125886 |
| 2019-06-01 | 269.487248401861 |
| 2019-07-01 | 268.792136141063 |
| 2019-08-01 | 270.378215022397 |
| 2019-09-01 | 268.433935688686 |
| 2019-10-01 | 264.383468726805 |
| 2019-11-01 | 265.881226839298 |
| 2019-12-01 | 267.427830297495 |
| 2020-01-01 | 265.672439286611 |
| 2020-02-01 | 265.376254566900 |
| 2020-03-01 | 258.676677538356 |
| 2020-04-01 | 215.586895708058 |
| 2020-05-01 | 219.890978178486 |
| 2020-06-01 | 224.888558979068 |
| 2020-07-01 | 227.415447297026 |
| 2020-08-01 | 228.335237074607 |
| 2020-09-01 | 228.086624941728 |
| 2020-10-01 | 232.096211967328 |
| 2020-11-01 | 236.057008312127 |
| 2020-12-01 | 238.283041286559 |
| 2021-01-01 | 243.706594665502 |
| 2021-02-01 | 247.307785795900 |
| 2021-03-01 | 249.630749088417 |
| 2021-04-01 | 251.915016707600 |
| 2021-05-01 | 253.878989253927 |
| 2021-06-01 | 253.235262667146 |
| 2021-07-01 | 256.107241048002 |
| 2021-08-01 | 255.687760076708 |
| 2021-09-01 | 256.551223718729 |
| 2021-10-01 | 264.105291745017 |
| 2021-11-01 | 266.698073781471 |
| 2021-12-01 | 267.449546366519 |
| 2022-01-01 | 266.862225323031 |
| 2022-02-01 | 270.578049801621 |
| 2022-03-01 | 269.662076493282 |
| 2022-04-01 | 272.596571691967 |
| 2022-05-01 | 273.000661392292 |
| 2022-06-01 | 272.256784727495 |
| 2022-07-01 | 275.062699940692 |
| 2022-08-01 | 273.028182997035 |
| 2022-09-01 | 276.391449633616 |
| 2022-10-01 | 274.938564418417 |
| 2022-11-01 | 273.172418001670 |
| 2022-12-01 | 271.693691493547 |
| 2023-01-01 | 271.226548045443 |
| 2023-02-01 | 267.206306826847 |
| 2023-03-01 | 266.613161750818 |
| 2023-04-01 | 265.996113707477 |
| 2023-05-01 | 266.903361429431 |
| 2023-06-01 | 265.475249002809 |
| 2023-07-01 | 261.109742920141 |
| 2023-08-01 | 261.348917125383 |
| 2023-09-01 | 260.232661934240 |
| 2023-10-01 | 259.276419359376 |
| 2023-11-01 | 258.360500948195 |
| 2023-12-01 | 258.981863920908 |
| 2024-01-01 | 265.252000610414 |
| 2024-02-01 | 261.862447143725 |
| 2024-03-01 | 262.749868173222 |
| 2024-04-01 | 261.927556673452 |
| 2024-05-01 | 263.004209168072 |
| 2024-06-01 | 262.169332604039 |
| 2024-07-01 | 258.343240169626 |
| 2024-08-01 | 262.851393023769 |
| 2024-09-01 | 260.706394484051 |
| 2024-10-01 | 261.354322620011 |
| 2024-11-01 | 260.681209495496 |
| 2024-12-01 | 259.851339468401 |
| 2025-01-01 | 258.146014508019 |
| 2025-02-01 | 258.999229008023 |
| 2025-03-01 | 260.509237422150 |
| 2025-04-01 | 260.035853664193 |
| 2025-05-01 | 259.477034270899 |
| 2025-06-01 | 257.753160329112 |
| 2025-07-01 | 256.339989306288 |
| 2025-08-01 | 259.794977697047 |
| 2025-09-01 | 261.316440235420 |
| 2025-10-01 | 259.995164362923 |
| 2025-11-01 | 260.152410062740 |
| 2025-12-01 | 261.924904688989 |
| 2026-01-01 | 261.081154286893 |
| 2026-02-01 | 260.968032009334 |
| 2026-03-01 | 260.787108563145 |
| 2026-04-01 | 261.379148147309 |
| 2026-05-01 | 259.875887933510 |
| 2026-06-01 | 261.273240138329 |