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 2026-05-01 |
| Last Updated | 2026-06-24 10:48 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 | 220.737858050915 |
| 1990-02-01 | 220.278758150349 |
| 1990-03-01 | 221.039034704098 |
| 1990-04-01 | 214.631230135238 |
| 1990-05-01 | 216.305213265488 |
| 1990-06-01 | 214.021636903186 |
| 1990-07-01 | 209.925413790103 |
| 1990-08-01 | 209.015088721891 |
| 1990-09-01 | 207.929928682938 |
| 1990-10-01 | 206.203879903312 |
| 1990-11-01 | 205.087851866385 |
| 1990-12-01 | 202.937238412148 |
| 1991-01-01 | 199.372726926122 |
| 1991-02-01 | 197.446426379312 |
| 1991-03-01 | 194.458185658911 |
| 1991-04-01 | 192.157546824135 |
| 1991-05-01 | 190.389354209070 |
| 1991-06-01 | 188.450573313378 |
| 1991-07-01 | 188.106364390891 |
| 1991-08-01 | 187.998817258704 |
| 1991-09-01 | 187.900786496331 |
| 1991-10-01 | 187.092212232470 |
| 1991-11-01 | 185.848643436098 |
| 1991-12-01 | 185.270718640403 |
| 1992-01-01 | 183.701003930388 |
| 1992-02-01 | 183.215479501268 |
| 1992-03-01 | 183.585955971110 |
| 1992-04-01 | 185.857337716461 |
| 1992-05-01 | 186.572619352755 |
| 1992-06-01 | 187.264290734819 |
| 1992-07-01 | 189.674403652225 |
| 1992-08-01 | 189.395391535510 |
| 1992-09-01 | 189.476276448501 |
| 1992-10-01 | 189.862600546596 |
| 1992-11-01 | 189.375021484122 |
| 1992-12-01 | 190.240674911394 |
| 1993-01-01 | 204.196829157676 |
| 1993-02-01 | 204.786824569301 |
| 1993-03-01 | 205.179285028822 |
| 1993-04-01 | 205.121961897097 |
| 1993-05-01 | 205.604001853524 |
| 1993-06-01 | 207.201303499385 |
| 1993-07-01 | 210.173484930799 |
| 1993-08-01 | 211.722647447892 |
| 1993-09-01 | 212.474855416158 |
| 1993-10-01 | 198.171090470103 |
| 1993-11-01 | 198.252215755050 |
| 1993-12-01 | 200.504454844506 |
| 1994-01-01 | 210.264063679896 |
| 1994-02-01 | 213.570253590685 |
| 1994-03-01 | 214.713226517813 |
| 1994-04-01 | 210.816930498005 |
| 1994-05-01 | 211.877636822736 |
| 1994-06-01 | 212.818400986772 |
| 1994-07-01 | 211.790057818984 |
| 1994-08-01 | 213.052995183721 |
| 1994-09-01 | 215.023911392945 |
| 1994-10-01 | 218.055143457024 |
| 1994-11-01 | 219.339964509569 |
| 1994-12-01 | 221.716284431417 |
| 1995-01-01 | 219.423385913212 |
| 1995-02-01 | 222.081634110681 |
| 1995-03-01 | 221.798985034348 |
| 1995-04-01 | 222.155419504403 |
| 1995-05-01 | 223.850905702070 |
| 1995-06-01 | 226.010811312423 |
| 1995-07-01 | 217.974656269640 |
| 1995-08-01 | 222.386269276198 |
| 1995-09-01 | 223.359871310806 |
| 1995-10-01 | 221.100677609482 |
| 1995-11-01 | 223.122147792938 |
| 1995-12-01 | 221.625554985695 |
| 1996-01-01 | 228.138667758259 |
| 1996-02-01 | 225.418850834095 |
| 1996-03-01 | 227.497947685116 |
| 1996-04-01 | 232.214462112837 |
| 1996-05-01 | 234.022652718530 |
| 1996-06-01 | 235.628490040416 |
| 1996-07-01 | 238.664937553480 |
| 1996-08-01 | 237.778965750683 |
| 1996-09-01 | 239.253604868044 |
| 1996-10-01 | 242.738644127429 |
| 1996-11-01 | 242.867976465120 |
| 1996-12-01 | 245.453752453836 |
| 1997-01-01 | 237.167151746633 |
| 1997-02-01 | 238.530032645067 |
| 1997-03-01 | 241.205532914717 |
| 1997-04-01 | 242.922893367995 |
| 1997-05-01 | 243.767519308243 |
| 1997-06-01 | 247.433627021558 |
| 1997-07-01 | 247.947464792963 |
| 1997-08-01 | 250.589877024851 |
| 1997-09-01 | 252.486069694342 |
| 1997-10-01 | 255.017450481362 |
| 1997-11-01 | 256.284812171887 |
| 1997-12-01 | 257.442485836459 |
| 1998-01-01 | 257.198706348379 |
| 1998-02-01 | 259.327738931199 |
| 1998-03-01 | 258.907495652203 |
| 1998-04-01 | 253.757521423009 |
| 1998-05-01 | 259.042658167842 |
| 1998-06-01 | 258.657674019428 |
| 1998-07-01 | 258.160065972183 |
| 1998-08-01 | 261.146966694706 |
| 1998-09-01 | 259.803422877871 |
| 1998-10-01 | 259.796115279361 |
| 1998-11-01 | 260.153388624465 |
| 1998-12-01 | 260.641243682981 |
| 1999-01-01 | 244.473389178386 |
| 1999-02-01 | 244.566900387916 |
| 1999-03-01 | 247.496460063366 |
| 1999-04-01 | 260.298281517050 |
| 1999-05-01 | 261.430630157991 |
| 1999-06-01 | 263.423875409028 |
| 1999-07-01 | 263.395674144713 |
| 1999-08-01 | 264.385226955541 |
| 1999-09-01 | 267.477662823762 |
| 1999-10-01 | 267.665263190486 |
| 1999-11-01 | 270.696290162452 |
| 1999-12-01 | 273.250920932157 |
| 2000-01-01 | 261.790314249198 |
| 2000-02-01 | 262.738024745512 |
| 2000-03-01 | 263.073319731107 |
| 2000-04-01 | 267.347176674252 |
| 2000-05-01 | 266.173046738363 |
| 2000-06-01 | 266.672206302332 |
| 2000-07-01 | 270.999351124460 |
| 2000-08-01 | 270.142101783747 |
| 2000-09-01 | 270.729040697730 |
| 2000-10-01 | 273.985440566796 |
| 2000-11-01 | 272.082078289249 |
| 2000-12-01 | 268.663082557992 |
| 2001-01-01 | 268.345846501491 |
| 2001-02-01 | 270.457998875647 |
| 2001-03-01 | 268.681406428963 |
| 2001-04-01 | 262.522789664329 |
| 2001-05-01 | 264.242026948198 |
| 2001-06-01 | 262.201704016670 |
| 2001-07-01 | 260.995036246590 |
| 2001-08-01 | 260.912955912592 |
| 2001-09-01 | 262.030079603280 |
| 2001-10-01 | 257.621430901023 |
| 2001-11-01 | 253.903644205948 |
| 2001-12-01 | 253.804444777097 |
| 2002-01-01 | 254.228149512124 |
| 2002-02-01 | 251.460701241148 |
| 2002-03-01 | 252.021115045102 |
| 2002-04-01 | 253.598651518967 |
| 2002-05-01 | 255.549478331778 |
| 2002-06-01 | 255.414654461990 |
| 2002-07-01 | 253.734850403658 |
| 2002-08-01 | 252.806770855433 |
| 2002-09-01 | 252.491325379498 |
| 2002-10-01 | 250.601285591406 |
| 2002-11-01 | 250.259182438943 |
| 2002-12-01 | 250.768550569307 |
| 2003-01-01 | 248.078575839722 |
| 2003-02-01 | 246.323859104794 |
| 2003-03-01 | 245.158809647446 |
| 2003-04-01 | 243.078928693040 |
| 2003-05-01 | 241.716330737573 |
| 2003-06-01 | 240.390508639975 |
| 2003-07-01 | 238.299298298002 |
| 2003-08-01 | 238.176727889000 |
| 2003-09-01 | 237.176446057912 |
| 2003-10-01 | 236.876891609143 |
| 2003-11-01 | 234.192856256394 |
| 2003-12-01 | 236.338223032213 |
| 2004-01-01 | 239.208225499502 |
| 2004-02-01 | 242.963645485096 |
| 2004-03-01 | 243.410324825169 |
| 2004-04-01 | 241.276459433510 |
| 2004-05-01 | 242.396798854258 |
| 2004-06-01 | 243.863739938333 |
| 2004-07-01 | 246.486908581874 |
| 2004-08-01 | 244.587019938430 |
| 2004-09-01 | 243.161074769037 |
| 2004-10-01 | 243.776137037116 |
| 2004-11-01 | 243.891857501276 |
| 2004-12-01 | 243.507494913559 |
| 2005-01-01 | 244.313726395922 |
| 2005-02-01 | 243.509136041228 |
| 2005-03-01 | 242.356031386973 |
| 2005-04-01 | 244.086203410047 |
| 2005-05-01 | 243.384016901338 |
| 2005-06-01 | 243.738834948038 |
| 2005-07-01 | 245.929690423272 |
| 2005-08-01 | 246.361706166842 |
| 2005-09-01 | 248.436242682545 |
| 2005-10-01 | 250.407356636943 |
| 2005-11-01 | 251.540007228384 |
| 2005-12-01 | 252.437513623653 |
| 2006-01-01 | 253.117569312725 |
| 2006-02-01 | 253.944391058479 |
| 2006-03-01 | 254.887400170831 |
| 2006-04-01 | 257.665989399369 |
| 2006-05-01 | 259.784833920899 |
| 2006-06-01 | 261.672588260150 |
| 2006-07-01 | 261.317019969523 |
| 2006-08-01 | 262.133058245197 |
| 2006-09-01 | 261.788824513606 |
| 2006-10-01 | 262.815568069067 |
| 2006-11-01 | 263.684791393720 |
| 2006-12-01 | 263.595370384835 |
| 2007-01-01 | 263.022431013579 |
| 2007-02-01 | 264.474783991127 |
| 2007-03-01 | 265.757918413656 |
| 2007-04-01 | 259.556426758131 |
| 2007-05-01 | 258.594212840395 |
| 2007-06-01 | 259.588841606840 |
| 2007-07-01 | 258.931626469728 |
| 2007-08-01 | 258.535455858483 |
| 2007-09-01 | 258.076273697321 |
| 2007-10-01 | 256.239652936208 |
| 2007-11-01 | 254.920146463640 |
| 2007-12-01 | 254.758979658562 |
| 2008-01-01 | 247.833286437893 |
| 2008-02-01 | 248.304101499387 |
| 2008-03-01 | 247.862213020863 |
| 2008-04-01 | 246.226937289757 |
| 2008-05-01 | 245.467860680701 |
| 2008-06-01 | 244.390480683556 |
| 2008-07-01 | 244.528177702640 |
| 2008-08-01 | 241.759831982300 |
| 2008-09-01 | 239.448735519918 |
| 2008-10-01 | 234.520523872072 |
| 2008-11-01 | 230.774317531241 |
| 2008-12-01 | 227.889980249782 |
| 2009-01-01 | 221.916569925256 |
| 2009-02-01 | 217.678611777705 |
| 2009-03-01 | 214.909926584336 |
| 2009-04-01 | 208.728378107077 |
| 2009-05-01 | 208.282429216893 |
| 2009-06-01 | 206.250737408878 |
| 2009-07-01 | 204.400302444009 |
| 2009-08-01 | 203.562937401893 |
| 2009-09-01 | 203.724185101823 |
| 2009-10-01 | 203.884430832339 |
| 2009-11-01 | 204.624895656166 |
| 2009-12-01 | 205.217353624600 |
| 2010-01-01 | 212.535038206296 |
| 2010-02-01 | 210.707242366784 |
| 2010-03-01 | 211.071150235863 |
| 2010-04-01 | 213.427317172775 |
| 2010-05-01 | 213.722970424472 |
| 2010-06-01 | 214.581186419318 |
| 2010-07-01 | 214.412028872933 |
| 2010-08-01 | 215.206121336707 |
| 2010-09-01 | 214.698943123695 |
| 2010-10-01 | 218.300326305167 |
| 2010-11-01 | 217.684143423518 |
| 2010-12-01 | 217.451729957215 |
| 2011-01-01 | 218.512344322970 |
| 2011-02-01 | 218.513068791016 |
| 2011-03-01 | 217.528096460785 |
| 2011-04-01 | 217.865717349945 |
| 2011-05-01 | 218.604949933524 |
| 2011-06-01 | 218.773536503291 |
| 2011-07-01 | 218.478740009179 |
| 2011-08-01 | 216.325552966383 |
| 2011-09-01 | 219.065629441098 |
| 2011-10-01 | 219.198435869192 |
| 2011-11-01 | 218.485693091499 |
| 2011-12-01 | 219.679625267063 |
| 2012-01-01 | 222.243748388594 |
| 2012-02-01 | 225.807316834082 |
| 2012-03-01 | 227.895213343350 |
| 2012-04-01 | 229.432287603571 |
| 2012-05-01 | 230.246751324444 |
| 2012-06-01 | 233.436257473593 |
| 2012-07-01 | 231.296796607848 |
| 2012-08-01 | 230.984773491860 |
| 2012-09-01 | 231.973271776713 |
| 2012-10-01 | 230.771483095405 |
| 2012-11-01 | 236.056096228462 |
| 2012-12-01 | 235.996261849922 |
| 2013-01-01 | 236.543250484237 |
| 2013-02-01 | 237.098090448451 |
| 2013-03-01 | 237.760297305521 |
| 2013-04-01 | 238.958616226068 |
| 2013-05-01 | 240.702053793233 |
| 2013-06-01 | 240.832037759530 |
| 2013-07-01 | 243.775351806586 |
| 2013-08-01 | 245.969750780080 |
| 2013-09-01 | 246.958323028306 |
| 2013-10-01 | 247.630889496034 |
| 2013-11-01 | 254.086196429366 |
| 2013-12-01 | 253.082723562316 |
| 2014-01-01 | 252.874864613812 |
| 2014-02-01 | 249.427633725829 |
| 2014-03-01 | 250.064112859415 |
| 2014-04-01 | 248.312392368516 |
| 2014-05-01 | 248.819450313093 |
| 2014-06-01 | 247.106356306907 |
| 2014-07-01 | 249.617711652910 |
| 2014-08-01 | 250.786058818550 |
| 2014-09-01 | 249.949695042288 |
| 2014-10-01 | 249.719567842290 |
| 2014-11-01 | 249.377321424471 |
| 2014-12-01 | 248.701146153369 |
| 2015-01-01 | 247.612583751558 |
| 2015-02-01 | 249.755118423964 |
| 2015-03-01 | 250.104305431295 |
| 2015-04-01 | 250.882381488040 |
| 2015-05-01 | 251.914814790933 |
| 2015-06-01 | 252.486131572300 |
| 2015-07-01 | 252.271761676206 |
| 2015-08-01 | 251.682262525465 |
| 2015-09-01 | 252.402681777620 |
| 2015-10-01 | 256.291498832408 |
| 2015-11-01 | 254.807729333749 |
| 2015-12-01 | 256.162802300259 |
| 2016-01-01 | 255.783748849060 |
| 2016-02-01 | 256.374676746216 |
| 2016-03-01 | 253.728251648354 |
| 2016-04-01 | 258.225338490623 |
| 2016-05-01 | 257.533695070942 |
| 2016-06-01 | 258.040645825729 |
| 2016-07-01 | 257.780675682622 |
| 2016-08-01 | 256.601103689972 |
| 2016-09-01 | 257.643170903162 |
| 2016-10-01 | 255.282233889053 |
| 2016-11-01 | 253.537816764423 |
| 2016-12-01 | 253.157787532553 |
| 2017-01-01 | 255.389434355489 |
| 2017-02-01 | 256.114408405509 |
| 2017-03-01 | 257.549555212097 |
| 2017-04-01 | 254.602190923870 |
| 2017-05-01 | 254.902224308380 |
| 2017-06-01 | 254.360025347934 |
| 2017-07-01 | 260.690506777826 |
| 2017-08-01 | 258.696600583546 |
| 2017-09-01 | 259.795459640699 |
| 2017-10-01 | 258.518798927868 |
| 2017-11-01 | 258.905070280002 |
| 2017-12-01 | 257.971485255214 |
| 2018-01-01 | 259.711079559002 |
| 2018-02-01 | 259.181013887541 |
| 2018-03-01 | 260.373713942498 |
| 2018-04-01 | 263.545839148335 |
| 2018-05-01 | 264.798243233630 |
| 2018-06-01 | 265.614219413169 |
| 2018-07-01 | 264.851469824293 |
| 2018-08-01 | 266.035012554519 |
| 2018-09-01 | 266.935268663508 |
| 2018-10-01 | 268.924364077086 |
| 2018-11-01 | 270.741055384625 |
| 2018-12-01 | 270.774001255797 |
| 2019-01-01 | 268.865762227266 |
| 2019-02-01 | 268.178899795626 |
| 2019-03-01 | 271.524629307350 |
| 2019-04-01 | 264.652470130434 |
| 2019-05-01 | 267.524203234171 |
| 2019-06-01 | 269.488009663231 |
| 2019-07-01 | 268.792407539361 |
| 2019-08-01 | 270.373999739441 |
| 2019-09-01 | 268.429803684634 |
| 2019-10-01 | 264.384579260462 |
| 2019-11-01 | 265.881423303531 |
| 2019-12-01 | 267.428150579451 |
| 2020-01-01 | 265.672939206683 |
| 2020-02-01 | 265.377616643396 |
| 2020-03-01 | 258.678904785265 |
| 2020-04-01 | 215.588862262107 |
| 2020-05-01 | 219.893938532371 |
| 2020-06-01 | 224.890308811533 |
| 2020-07-01 | 227.413270158354 |
| 2020-08-01 | 228.327431991086 |
| 2020-09-01 | 228.080473912811 |
| 2020-10-01 | 232.096758139414 |
| 2020-11-01 | 236.056571259022 |
| 2020-12-01 | 238.283335881388 |
| 2021-01-01 | 243.711502069392 |
| 2021-02-01 | 247.311594704659 |
| 2021-03-01 | 249.635668753713 |
| 2021-04-01 | 251.919081454293 |
| 2021-05-01 | 253.883939824344 |
| 2021-06-01 | 253.236572214947 |
| 2021-07-01 | 256.099172135753 |
| 2021-08-01 | 255.672695321330 |
| 2021-09-01 | 256.541655684485 |
| 2021-10-01 | 264.102587807534 |
| 2021-11-01 | 266.696291030444 |
| 2021-12-01 | 267.450788162895 |
| 2022-01-01 | 266.878743654596 |
| 2022-02-01 | 270.588293838740 |
| 2022-03-01 | 269.674178242726 |
| 2022-04-01 | 272.605822679400 |
| 2022-05-01 | 273.006801234873 |
| 2022-06-01 | 272.252024449581 |
| 2022-07-01 | 275.043918774184 |
| 2022-08-01 | 273.000764313281 |
| 2022-09-01 | 276.371173199538 |
| 2022-10-01 | 274.929170790307 |
| 2022-11-01 | 273.170693601618 |
| 2022-12-01 | 271.701671544104 |
| 2023-01-01 | 271.261219389783 |
| 2023-02-01 | 267.228733587505 |
| 2023-03-01 | 266.641096521071 |
| 2023-04-01 | 266.029241339057 |
| 2023-05-01 | 266.902107740425 |
| 2023-06-01 | 265.446525262232 |
| 2023-07-01 | 261.070888249776 |
| 2023-08-01 | 261.297037139291 |
| 2023-09-01 | 260.193312029351 |
| 2023-10-01 | 259.258528046689 |
| 2023-11-01 | 258.369792075329 |
| 2023-12-01 | 259.014218587116 |
| 2024-01-01 | 265.316991301693 |
| 2024-02-01 | 261.913744706892 |
| 2024-03-01 | 262.803644019979 |
| 2024-04-01 | 261.971101652155 |
| 2024-05-01 | 262.929079913761 |
| 2024-06-01 | 262.145346698570 |
| 2024-07-01 | 258.283168014275 |
| 2024-08-01 | 262.778815759735 |
| 2024-09-01 | 260.648932122874 |
| 2024-10-01 | 261.331039746396 |
| 2024-11-01 | 260.704234154812 |
| 2024-12-01 | 259.912025501419 |
| 2025-01-01 | 258.243358048862 |
| 2025-02-01 | 259.083698828391 |
| 2025-03-01 | 260.592485504612 |
| 2025-04-01 | 260.091082851906 |
| 2025-05-01 | 259.310370582432 |
| 2025-06-01 | 257.722643978350 |
| 2025-07-01 | 256.261990300959 |
| 2025-08-01 | 259.706452134647 |
| 2025-09-01 | 261.245362893531 |
| 2025-10-01 | 259.970995144152 |
| 2025-11-01 | 260.192890166004 |
| 2025-12-01 | 262.015247700203 |
| 2026-01-01 | 261.209163784030 |
| 2026-02-01 | 261.085897674362 |
| 2026-03-01 | 260.896100572825 |
| 2026-04-01 | 261.428623429097 |
| 2026-05-01 | 260.106304630964 |