Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806054000001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 7:11 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 | 314.79416488526200 |
| 1990-02-01 | 315.62787648685800 |
| 1990-03-01 | 315.71166463564300 |
| 1990-04-01 | 317.99450253634400 |
| 1990-05-01 | 314.88816006915800 |
| 1990-06-01 | 315.28531483806097 |
| 1990-07-01 | 315.35070099168803 |
| 1990-08-01 | 312.47773896423803 |
| 1990-09-01 | 310.66569935474604 |
| 1990-10-01 | 317.38958022916900 |
| 1990-11-01 | 315.68407543437300 |
| 1990-12-01 | 315.05452789001800 |
| 1991-01-01 | 315.39587957571996 |
| 1991-02-01 | 314.44158737819400 |
| 1991-03-01 | 312.76904660433700 |
| 1991-04-01 | 311.70690644938200 |
| 1991-05-01 | 312.76048468675900 |
| 1991-06-01 | 308.91410205540600 |
| 1991-07-01 | 308.12774211501204 |
| 1991-08-01 | 309.88425684051000 |
| 1991-09-01 | 307.36552433956500 |
| 1991-10-01 | 305.27371082900700 |
| 1991-11-01 | 302.56565328331600 |
| 1991-12-01 | 300.34410788991500 |
| 1992-01-01 | 289.48128572311197 |
| 1992-02-01 | 293.82051451893500 |
| 1992-03-01 | 292.57396341458997 |
| 1992-04-01 | 289.90221373215500 |
| 1992-05-01 | 288.37155814128300 |
| 1992-06-01 | 287.96583810288104 |
| 1992-07-01 | 285.44574978425500 |
| 1992-08-01 | 283.06784431536500 |
| 1992-09-01 | 280.68370973259397 |
| 1992-10-01 | 285.49305440590400 |
| 1992-11-01 | 285.25859855546500 |
| 1992-12-01 | 282.93943768501300 |
| 1993-01-01 | 281.08959993953897 |
| 1993-02-01 | 280.55153746608200 |
| 1993-03-01 | 278.22649998603900 |
| 1993-04-01 | 284.19994263230300 |
| 1993-05-01 | 283.30075976762697 |
| 1993-06-01 | 281.41280690177103 |
| 1993-07-01 | 281.67581337628104 |
| 1993-08-01 | 280.46042004867200 |
| 1993-09-01 | 279.89293612071200 |
| 1993-10-01 | 279.47720036779000 |
| 1993-11-01 | 279.30811681728100 |
| 1993-12-01 | 279.91919586461900 |
| 1994-01-01 | 279.10730701455700 |
| 1994-02-01 | 278.77406860038300 |
| 1994-03-01 | 279.50233483447600 |
| 1994-04-01 | 280.13303096527700 |
| 1994-05-01 | 275.97106640485697 |
| 1994-06-01 | 276.12878508348300 |
| 1994-07-01 | 275.29983196492196 |
| 1994-08-01 | 275.66376685208500 |
| 1994-09-01 | 277.44373970252300 |
| 1994-10-01 | 276.43172052062000 |
| 1994-11-01 | 276.44979702309900 |
| 1994-12-01 | 277.33432820216400 |
| 1995-01-01 | 279.38505368029300 |
| 1995-02-01 | 280.28091171880100 |
| 1995-03-01 | 280.05445133231400 |
| 1995-04-01 | 278.68570653688704 |
| 1995-05-01 | 277.76441000603600 |
| 1995-06-01 | 278.13001277145000 |
| 1995-07-01 | 276.31040946418200 |
| 1995-08-01 | 276.65857276993700 |
| 1995-09-01 | 277.10452253938803 |
| 1995-10-01 | 277.65396991176700 |
| 1995-11-01 | 277.81904208973900 |
| 1995-12-01 | 277.62550013862400 |
| 1996-01-01 | 273.22082169704703 |
| 1996-02-01 | 274.63117065364400 |
| 1996-03-01 | 274.78358422250100 |
| 1996-04-01 | 274.68969117361000 |
| 1996-05-01 | 277.74677640913103 |
| 1996-06-01 | 275.27263266855500 |
| 1996-07-01 | 278.56335692996703 |
| 1996-08-01 | 279.32565631268000 |
| 1996-09-01 | 278.59765628612000 |
| 1996-10-01 | 279.10451543989603 |
| 1996-11-01 | 279.76338837408100 |
| 1996-12-01 | 278.84570139375800 |
| 1997-01-01 | 280.33884050896200 |
| 1997-02-01 | 282.13601153442300 |
| 1997-03-01 | 282.63775884520800 |
| 1997-04-01 | 290.51414712996797 |
| 1997-05-01 | 292.59747703806300 |
| 1997-06-01 | 292.14617757981700 |
| 1997-07-01 | 291.90667107046000 |
| 1997-08-01 | 291.87658849388100 |
| 1997-09-01 | 289.74087797671797 |
| 1997-10-01 | 295.58266505337900 |
| 1997-11-01 | 294.22559052641900 |
| 1997-12-01 | 295.52004327038300 |
| 1998-01-01 | 300.38874321576697 |
| 1998-02-01 | 301.38650850551400 |
| 1998-03-01 | 304.57291030586400 |
| 1998-04-01 | 312.24245107586300 |
| 1998-05-01 | 305.18623512215000 |
| 1998-06-01 | 307.98772190277600 |
| 1998-07-01 | 310.99890037731000 |
| 1998-08-01 | 308.83243264796500 |
| 1998-09-01 | 308.62233454265800 |
| 1998-10-01 | 308.21142860829800 |
| 1998-11-01 | 309.09482374591596 |
| 1998-12-01 | 309.03862971090600 |
| 1999-01-01 | 307.73436715967300 |
| 1999-02-01 | 302.26223976439900 |
| 1999-03-01 | 300.58459210250000 |
| 1999-04-01 | 309.05371512849500 |
| 1999-05-01 | 308.57645875126800 |
| 1999-06-01 | 309.73818401230400 |
| 1999-07-01 | 311.69678781339000 |
| 1999-08-01 | 311.32473420285000 |
| 1999-09-01 | 312.99117240967803 |
| 1999-10-01 | 312.09159630681300 |
| 1999-11-01 | 312.91675824548600 |
| 1999-12-01 | 316.06415256825500 |
| 2000-01-01 | 312.55709688900504 |
| 2000-02-01 | 312.99222051201200 |
| 2000-03-01 | 311.33680209572400 |
| 2000-04-01 | 314.96359788520600 |
| 2000-05-01 | 315.27147927028705 |
| 2000-06-01 | 317.38601516957600 |
| 2000-07-01 | 318.24321488577800 |
| 2000-08-01 | 320.04870024570704 |
| 2000-09-01 | 321.40260975143000 |
| 2000-10-01 | 323.45382970309700 |
| 2000-11-01 | 324.16958478759500 |
| 2000-12-01 | 326.42870064944900 |
| 2001-01-01 | 327.45124323091400 |
| 2001-02-01 | 326.00247790844400 |
| 2001-03-01 | 327.08440387624600 |
| 2001-04-01 | 326.48820758111697 |
| 2001-05-01 | 328.15175919373000 |
| 2001-06-01 | 326.21313690618500 |
| 2001-07-01 | 324.59662533360100 |
| 2001-08-01 | 325.36262754661203 |
| 2001-09-01 | 322.00086462878700 |
| 2001-10-01 | 324.47167490146200 |
| 2001-11-01 | 323.77984842673000 |
| 2001-12-01 | 323.26254135759604 |
| 2002-01-01 | 322.37541627688800 |
| 2002-02-01 | 323.62151825679400 |
| 2002-03-01 | 323.76566198148800 |
| 2002-04-01 | 325.12642021709700 |
| 2002-05-01 | 322.94636809684500 |
| 2002-06-01 | 321.97317999054700 |
| 2002-07-01 | 322.18565728711900 |
| 2002-08-01 | 323.08903745742600 |
| 2002-09-01 | 323.49200028696600 |
| 2002-10-01 | 324.46768726781300 |
| 2002-11-01 | 324.70991310815000 |
| 2002-12-01 | 325.15308188968200 |
| 2003-01-01 | 326.51867212900900 |
| 2003-02-01 | 326.08835771842800 |
| 2003-03-01 | 328.92260969840600 |
| 2003-04-01 | 327.65875123313100 |
| 2003-05-01 | 327.10282140301200 |
| 2003-06-01 | 326.92472522322100 |
| 2003-07-01 | 326.50207415491800 |
| 2003-08-01 | 326.30702356156200 |
| 2003-09-01 | 326.05100937814400 |
| 2003-10-01 | 325.42324261220600 |
| 2003-11-01 | 325.51121396739000 |
| 2003-12-01 | 327.09318603590100 |
| 2004-01-01 | 325.42221099467200 |
| 2004-02-01 | 324.26676098602600 |
| 2004-03-01 | 325.93115008173197 |
| 2004-04-01 | 328.50015992752300 |
| 2004-05-01 | 330.11517959991300 |
| 2004-06-01 | 331.08118618200200 |
| 2004-07-01 | 333.38717146953996 |
| 2004-08-01 | 333.62419110906400 |
| 2004-09-01 | 334.85051451349096 |
| 2004-10-01 | 336.51253630707400 |
| 2004-11-01 | 338.24915508389500 |
| 2004-12-01 | 339.88154592276400 |
| 2005-01-01 | 342.93177741375000 |
| 2005-02-01 | 343.41561524823504 |
| 2005-03-01 | 343.49359583410200 |
| 2005-04-01 | 345.53889146309700 |
| 2005-05-01 | 347.96051802756700 |
| 2005-06-01 | 348.76284095763395 |
| 2005-07-01 | 350.65210217194200 |
| 2005-08-01 | 351.98973393213305 |
| 2005-09-01 | 354.09412322514396 |
| 2005-10-01 | 355.42063483303100 |
| 2005-11-01 | 357.39196098336400 |
| 2005-12-01 | 359.49844892204595 |
| 2006-01-01 | 361.14195980302300 |
| 2006-02-01 | 363.52864714495000 |
| 2006-03-01 | 364.34527432300797 |
| 2006-04-01 | 365.20821876588997 |
| 2006-05-01 | 364.73579477595400 |
| 2006-06-01 | 368.93812648427803 |
| 2006-07-01 | 370.10691816052900 |
| 2006-08-01 | 371.77236394005400 |
| 2006-09-01 | 373.02386393597000 |
| 2006-10-01 | 373.78995477536796 |
| 2006-11-01 | 374.46022830068200 |
| 2006-12-01 | 374.86186767857500 |
| 2007-01-01 | 376.64557680224897 |
| 2007-02-01 | 378.28295506633003 |
| 2007-03-01 | 379.53311601286697 |
| 2007-04-01 | 378.60432988787400 |
| 2007-05-01 | 380.65132964926100 |
| 2007-06-01 | 383.39495167956100 |
| 2007-07-01 | 383.39903724199400 |
| 2007-08-01 | 384.57309060031100 |
| 2007-09-01 | 384.33433291093803 |
| 2007-10-01 | 384.74539182124600 |
| 2007-11-01 | 384.64577747149804 |
| 2007-12-01 | 388.26766411347097 |
| 2008-01-01 | 381.07074035969003 |
| 2008-02-01 | 382.90735697582600 |
| 2008-03-01 | 383.60239275936300 |
| 2008-04-01 | 384.89813489245300 |
| 2008-05-01 | 383.32166819380404 |
| 2008-06-01 | 381.39739167429700 |
| 2008-07-01 | 381.74871209174200 |
| 2008-08-01 | 380.07255478713600 |
| 2008-09-01 | 379.26121811274396 |
| 2008-10-01 | 376.19938446446500 |
| 2008-11-01 | 373.17517658151000 |
| 2008-12-01 | 372.34437177215597 |
| 2009-01-01 | 369.75690862629300 |
| 2009-02-01 | 365.45027365893100 |
| 2009-03-01 | 362.21517592758100 |
| 2009-04-01 | 356.55962930949600 |
| 2009-05-01 | 354.37341209161497 |
| 2009-06-01 | 351.51670592118500 |
| 2009-07-01 | 347.02407489646500 |
| 2009-08-01 | 345.04288189427300 |
| 2009-09-01 | 342.75409565083197 |
| 2009-10-01 | 344.18378923250300 |
| 2009-11-01 | 344.17761204974800 |
| 2009-12-01 | 342.36751873466204 |
| 2010-01-01 | 341.65668095143100 |
| 2010-02-01 | 342.68021535384200 |
| 2010-03-01 | 342.66749693997300 |
| 2010-04-01 | 347.05283705212100 |
| 2010-05-01 | 345.58086286693500 |
| 2010-06-01 | 346.29337309953600 |
| 2010-07-01 | 345.94783878572100 |
| 2010-08-01 | 346.01069564580297 |
| 2010-09-01 | 344.68958330021800 |
| 2010-10-01 | 349.42221126777395 |
| 2010-11-01 | 349.99606636643097 |
| 2010-12-01 | 350.58153300683000 |
| 2011-01-01 | 352.61000665618695 |
| 2011-02-01 | 354.17218650653500 |
| 2011-03-01 | 354.63455720750900 |
| 2011-04-01 | 353.49857591232800 |
| 2011-05-01 | 353.04444318937600 |
| 2011-06-01 | 353.75816417562400 |
| 2011-07-01 | 359.70832662078900 |
| 2011-08-01 | 360.34978413230100 |
| 2011-09-01 | 362.57309962610900 |
| 2011-10-01 | 359.63449230387100 |
| 2011-11-01 | 361.93452231881696 |
| 2011-12-01 | 363.26793878506106 |
| 2012-01-01 | 364.08225102719600 |
| 2012-02-01 | 366.37906079182600 |
| 2012-03-01 | 368.77020209541800 |
| 2012-04-01 | 371.49540424793300 |
| 2012-05-01 | 374.34682179748400 |
| 2012-06-01 | 375.96882448988800 |
| 2012-07-01 | 376.40243436740900 |
| 2012-08-01 | 377.70388949662500 |
| 2012-09-01 | 379.32361622264096 |
| 2012-10-01 | 380.04289486292197 |
| 2012-11-01 | 381.33779651410003 |
| 2012-12-01 | 383.69353872131796 |
| 2013-01-01 | 378.98395377893400 |
| 2013-02-01 | 381.28585891302100 |
| 2013-03-01 | 383.52368765852896 |
| 2013-04-01 | 385.20273869173600 |
| 2013-05-01 | 386.22781866589200 |
| 2013-06-01 | 386.29783954642403 |
| 2013-07-01 | 388.78726535624900 |
| 2013-08-01 | 390.24738959484800 |
| 2013-09-01 | 391.37341708536400 |
| 2013-10-01 | 391.64306993961000 |
| 2013-11-01 | 391.31787121448500 |
| 2013-12-01 | 392.66967538320296 |
| 2014-01-01 | 394.91880356214500 |
| 2014-02-01 | 396.55629744971500 |
| 2014-03-01 | 396.76737039650004 |
| 2014-04-01 | 393.08759781303100 |
| 2014-05-01 | 394.24554512947800 |
| 2014-06-01 | 394.60123994803000 |
| 2014-07-01 | 390.91984429238400 |
| 2014-08-01 | 392.97270421654900 |
| 2014-09-01 | 392.26834688985400 |
| 2014-10-01 | 389.01979340281500 |
| 2014-11-01 | 391.78546445496005 |
| 2014-12-01 | 392.88537108867500 |
| 2015-01-01 | 392.81311209019094 |
| 2015-02-01 | 393.42664324614800 |
| 2015-03-01 | 393.55048729609297 |
| 2015-04-01 | 396.90252016046700 |
| 2015-05-01 | 396.38896819332100 |
| 2015-06-01 | 395.90858711129500 |
| 2015-07-01 | 398.97955715763703 |
| 2015-08-01 | 398.08938179006500 |
| 2015-09-01 | 397.84063832657000 |
| 2015-10-01 | 400.68515265065300 |
| 2015-11-01 | 402.00491088630200 |
| 2015-12-01 | 399.85705242410700 |
| 2016-01-01 | 405.03714745907206 |
| 2016-02-01 | 406.40848099850100 |
| 2016-03-01 | 403.20796636948000 |
| 2016-04-01 | 404.21557337015700 |
| 2016-05-01 | 404.45429266466400 |
| 2016-06-01 | 401.99580883220597 |
| 2016-07-01 | 405.50422528058800 |
| 2016-08-01 | 406.11346916056800 |
| 2016-09-01 | 407.02072429996497 |
| 2016-10-01 | 405.75000059250600 |
| 2016-11-01 | 407.16393238109700 |
| 2016-12-01 | 404.74828950011000 |
| 2017-01-01 | 404.50819159447800 |
| 2017-02-01 | 405.28828473873300 |
| 2017-03-01 | 406.04221615442900 |
| 2017-04-01 | 406.52941864970900 |
| 2017-05-01 | 408.06488814179903 |
| 2017-06-01 | 410.02822989270400 |
| 2017-07-01 | 410.53836204283203 |
| 2017-08-01 | 411.66930777874900 |
| 2017-09-01 | 412.22828065810796 |
| 2017-10-01 | 411.75579508775200 |
| 2017-11-01 | 411.83336676647104 |
| 2017-12-01 | 413.73504874727996 |
| 2018-01-01 | 415.82782130875506 |
| 2018-02-01 | 414.91079404549800 |
| 2018-03-01 | 416.49704028644300 |
| 2018-04-01 | 417.81270645125600 |
| 2018-05-01 | 416.92685895825400 |
| 2018-06-01 | 420.33506720760200 |
| 2018-07-01 | 421.08412875092700 |
| 2018-08-01 | 421.06234874773900 |
| 2018-09-01 | 423.35476470053396 |
| 2018-10-01 | 426.58158921199600 |
| 2018-11-01 | 426.50072847020400 |
| 2018-12-01 | 427.91978047587100 |
| 2019-01-01 | 427.29822311700700 |
| 2019-02-01 | 430.68504292677800 |
| 2019-03-01 | 430.63215863840800 |
| 2019-04-01 | 430.24229310208295 |
| 2019-05-01 | 429.44278793945700 |
| 2019-06-01 | 430.80447074176203 |
| 2019-07-01 | 433.60758526900300 |
| 2019-08-01 | 434.97953125946400 |
| 2019-09-01 | 435.51142086303100 |
| 2019-10-01 | 437.87091423491900 |
| 2019-11-01 | 441.15603540097703 |
| 2019-12-01 | 441.59830524628900 |
| 2020-01-01 | 443.08742050225700 |
| 2020-02-01 | 448.02817566468600 |
| 2020-03-01 | 441.66507922561897 |
| 2020-04-01 | 399.93217928146200 |
| 2020-05-01 | 406.34577162168404 |
| 2020-06-01 | 407.31608608002000 |
| 2020-07-01 | 406.51851912139800 |
| 2020-08-01 | 408.08273482113600 |
| 2020-09-01 | 408.48205949333100 |
| 2020-10-01 | 418.86090180078696 |
| 2020-11-01 | 418.91117508411400 |
| 2020-12-01 | 420.75725596814700 |
| 2021-01-01 | 422.69498044040800 |
| 2021-02-01 | 423.96999689107200 |
| 2021-03-01 | 426.35981523294000 |
| 2021-04-01 | 428.94445077338503 |
| 2021-05-01 | 431.65759924415200 |
| 2021-06-01 | 428.57181231797404 |
| 2021-07-01 | 435.89244109109000 |
| 2021-08-01 | 437.22264468599997 |
| 2021-09-01 | 437.23503468296600 |
| 2021-10-01 | 447.72844642338094 |
| 2021-11-01 | 450.01744320769600 |
| 2021-12-01 | 450.76107091283100 |
| 2022-01-01 | 450.25175033868203 |
| 2022-02-01 | 455.68968601020400 |
| 2022-03-01 | 459.51224622619600 |
| 2022-04-01 | 460.06890659273000 |
| 2022-05-01 | 460.90860726960900 |
| 2022-06-01 | 460.54605307672995 |
| 2022-07-01 | 459.24276009953496 |
| 2022-08-01 | 460.27855236043996 |
| 2022-09-01 | 463.04526398472700 |
| 2022-10-01 | 461.54674118611297 |
| 2022-11-01 | 461.81005259289200 |
| 2022-12-01 | 462.58389906666300 |
| 2023-01-01 | 458.58196485591200 |
| 2023-02-01 | 456.48023963792605 |
| 2023-03-01 | 455.67436431017100 |
| 2023-04-01 | 456.26118320196500 |
| 2023-05-01 | 456.28851061040297 |
| 2023-06-01 | 455.67963545116500 |
| 2023-07-01 | 454.16696579740096 |
| 2023-08-01 | 453.82242801611100 |
| 2023-09-01 | 454.66511324297204 |
| 2023-10-01 | 453.78981114478404 |
| 2023-11-01 | 452.74846622511200 |
| 2023-12-01 | 453.66971918995100 |
| 2024-01-01 | 457.41169645445297 |
| 2024-02-01 | 455.39239490590300 |
| 2024-03-01 | 453.35632673324900 |
| 2024-04-01 | 449.51817586171205 |
| 2024-05-01 | 451.46925933742995 |
| 2024-06-01 | 453.31995328111300 |
| 2024-07-01 | 455.44492340413495 |
| 2024-08-01 | 453.98585731042000 |
| 2024-09-01 | 452.05223423627800 |
| 2024-10-01 | 453.77077339728000 |
| 2024-11-01 | 453.84447437572800 |
