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 2024-09-01 |
| Last Updated | 2024-10-23 6:36 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 | 314.79457708087600 |
| 1990-02-01 | 315.62783729022300 |
| 1990-03-01 | 315.71157718904300 |
| 1990-04-01 | 317.99424963094503 |
| 1990-05-01 | 314.88807586631697 |
| 1990-06-01 | 315.28528044477700 |
| 1990-07-01 | 315.35128022442200 |
| 1990-08-01 | 312.47764132833400 |
| 1990-09-01 | 310.66555818060000 |
| 1990-10-01 | 317.38953359406200 |
| 1990-11-01 | 315.68400553674900 |
| 1990-12-01 | 315.05443973756200 |
| 1991-01-01 | 315.39624025805500 |
| 1991-02-01 | 314.44156232516300 |
| 1991-03-01 | 312.76898180304400 |
| 1991-04-01 | 311.70664802943300 |
| 1991-05-01 | 312.76028432343700 |
| 1991-06-01 | 308.91413642412700 |
| 1991-07-01 | 308.12829016843600 |
| 1991-08-01 | 309.88419730206300 |
| 1991-09-01 | 307.36544465860500 |
| 1991-10-01 | 305.27366019659600 |
| 1991-11-01 | 302.56557791881600 |
| 1991-12-01 | 300.34403323371700 |
| 1992-01-01 | 289.48157871932800 |
| 1992-02-01 | 293.82052392056200 |
| 1992-03-01 | 292.57391626088700 |
| 1992-04-01 | 289.90198229822800 |
| 1992-05-01 | 288.37121463469896 |
| 1992-06-01 | 287.96591576989600 |
| 1992-07-01 | 285.44613054829200 |
| 1992-08-01 | 283.06789476119000 |
| 1992-09-01 | 280.68383103793100 |
| 1992-10-01 | 285.49288477479803 |
| 1992-11-01 | 285.25849738482500 |
| 1992-12-01 | 282.93942618570200 |
| 1993-01-01 | 281.08986914152100 |
| 1993-02-01 | 280.55165283580504 |
| 1993-03-01 | 278.22652952905600 |
| 1993-04-01 | 284.19970914321704 |
| 1993-05-01 | 283.30013511029700 |
| 1993-06-01 | 281.41292763064800 |
| 1993-07-01 | 281.67601508108896 |
| 1993-08-01 | 280.46052424512400 |
| 1993-09-01 | 279.89321071982700 |
| 1993-10-01 | 279.47690945894700 |
| 1993-11-01 | 279.30801409279803 |
| 1993-12-01 | 279.91927255503100 |
| 1994-01-01 | 279.10756799739600 |
| 1994-02-01 | 278.77444654922900 |
| 1994-03-01 | 279.50278433863800 |
| 1994-04-01 | 280.13248914829500 |
| 1994-05-01 | 275.97013234122600 |
| 1994-06-01 | 276.12885803269796 |
| 1994-07-01 | 275.29983728167400 |
| 1994-08-01 | 275.66385319490900 |
| 1994-09-01 | 277.44404539162400 |
| 1994-10-01 | 276.43143933881500 |
| 1994-11-01 | 276.44978654908600 |
| 1994-12-01 | 277.33436734426203 |
| 1995-01-01 | 279.38538485176600 |
| 1995-02-01 | 280.28162145902000 |
| 1995-03-01 | 280.05538251595800 |
| 1995-04-01 | 278.68486251832500 |
| 1995-05-01 | 277.76313847183600 |
| 1995-06-01 | 278.13001066375300 |
| 1995-07-01 | 276.31028503919000 |
| 1995-08-01 | 276.65854175679900 |
| 1995-09-01 | 277.10470703877303 |
| 1995-10-01 | 277.65381430465500 |
| 1995-11-01 | 277.81915058022200 |
| 1995-12-01 | 277.62543866169000 |
| 1996-01-01 | 273.22114670343400 |
| 1996-02-01 | 274.63221876386000 |
| 1996-03-01 | 274.78491657656800 |
| 1996-04-01 | 274.68863764013500 |
| 1996-05-01 | 277.74540192354200 |
| 1996-06-01 | 275.27247265165700 |
| 1996-07-01 | 278.56311285730000 |
| 1996-08-01 | 279.32552108663700 |
| 1996-09-01 | 278.59771432348800 |
| 1996-10-01 | 279.10449292158404 |
| 1996-11-01 | 279.76359012560700 |
| 1996-12-01 | 278.84549910920000 |
| 1997-01-01 | 280.33914958101500 |
| 1997-02-01 | 282.13724291710800 |
| 1997-03-01 | 282.63921944717300 |
| 1997-04-01 | 290.51317975062700 |
| 1997-05-01 | 292.59608357792600 |
| 1997-06-01 | 292.14593561053700 |
| 1997-07-01 | 291.90635023396600 |
| 1997-08-01 | 291.87640975749500 |
| 1997-09-01 | 289.74089384458500 |
| 1997-10-01 | 295.58264227137903 |
| 1997-11-01 | 294.22576668556700 |
| 1997-12-01 | 295.51972397432000 |
| 1998-01-01 | 300.38894568806097 |
| 1998-02-01 | 301.38781894075800 |
| 1998-03-01 | 304.57449335342600 |
| 1998-04-01 | 312.24158127419497 |
| 1998-05-01 | 305.18506554108500 |
| 1998-06-01 | 307.98743141163000 |
| 1998-07-01 | 310.99856584711100 |
| 1998-08-01 | 308.83226894341400 |
| 1998-09-01 | 308.62234544146196 |
| 1998-10-01 | 308.21140784607496 |
| 1998-11-01 | 309.09495090428900 |
| 1998-12-01 | 309.03819446967300 |
| 1999-01-01 | 307.73447157408300 |
| 1999-02-01 | 302.26327534911600 |
| 1999-03-01 | 300.58578561785300 |
| 1999-04-01 | 309.05331883456796 |
| 1999-05-01 | 308.57560964249296 |
| 1999-06-01 | 309.73798317387500 |
| 1999-07-01 | 311.69652671593600 |
| 1999-08-01 | 311.32462187219200 |
| 1999-09-01 | 312.99117670800000 |
| 1999-10-01 | 312.09156467132400 |
| 1999-11-01 | 312.91677719012200 |
| 1999-12-01 | 316.06374661424700 |
| 2000-01-01 | 312.55704938016800 |
| 2000-02-01 | 312.99295265468100 |
| 2000-03-01 | 311.33757463520600 |
| 2000-04-01 | 314.96358755442800 |
| 2000-05-01 | 315.27101022985000 |
| 2000-06-01 | 317.38588611131400 |
| 2000-07-01 | 318.24301577013900 |
| 2000-08-01 | 320.04864156146200 |
| 2000-09-01 | 321.40261045321800 |
| 2000-10-01 | 323.45379053868800 |
| 2000-11-01 | 324.16953634419800 |
| 2000-12-01 | 326.42843246417900 |
| 2001-01-01 | 327.45112802058300 |
| 2001-02-01 | 326.00284109858200 |
| 2001-03-01 | 327.08473725709100 |
| 2001-04-01 | 326.48851775180000 |
| 2001-05-01 | 328.15151589910800 |
| 2001-06-01 | 326.21312300016300 |
| 2001-07-01 | 324.59648458508200 |
| 2001-08-01 | 325.36259925001000 |
| 2001-09-01 | 322.00083593011500 |
| 2001-10-01 | 324.47162866724000 |
| 2001-11-01 | 323.77976470037200 |
| 2001-12-01 | 323.26244343698300 |
| 2002-01-01 | 322.37530146018400 |
| 2002-02-01 | 323.62166105733500 |
| 2002-03-01 | 323.76587744835400 |
| 2002-04-01 | 325.12661920680500 |
| 2002-05-01 | 322.94623990471600 |
| 2002-06-01 | 321.97321819635100 |
| 2002-07-01 | 322.18555568136800 |
| 2002-08-01 | 323.08902424500900 |
| 2002-09-01 | 323.49198183446900 |
| 2002-10-01 | 324.46765836219396 |
| 2002-11-01 | 324.70986964234600 |
| 2002-12-01 | 325.15303924637500 |
| 2003-01-01 | 326.51866076532200 |
| 2003-02-01 | 326.08836935410500 |
| 2003-03-01 | 328.92273430242800 |
| 2003-04-01 | 327.65884582040500 |
| 2003-05-01 | 327.10274161873600 |
| 2003-06-01 | 326.92475150570400 |
| 2003-07-01 | 326.50201129876700 |
| 2003-08-01 | 326.30701909173900 |
| 2003-09-01 | 326.05100146403703 |
| 2003-10-01 | 325.42323611260100 |
| 2003-11-01 | 325.51120542251704 |
| 2003-12-01 | 327.09316755966800 |
| 2004-01-01 | 325.42221652004300 |
| 2004-02-01 | 324.26677018790300 |
| 2004-03-01 | 325.93120601497200 |
| 2004-04-01 | 328.50019161519300 |
| 2004-05-01 | 330.11514859205700 |
| 2004-06-01 | 331.08118097526500 |
| 2004-07-01 | 333.38712870234300 |
| 2004-08-01 | 333.62418953016500 |
| 2004-09-01 | 334.85051559225600 |
| 2004-10-01 | 336.51253989112300 |
| 2004-11-01 | 338.24915984625300 |
| 2004-12-01 | 339.88153966440900 |
| 2005-01-01 | 342.93177823728500 |
| 2005-02-01 | 343.41561967658300 |
| 2005-03-01 | 343.49363065755700 |
| 2005-04-01 | 345.53889778421797 |
| 2005-05-01 | 347.96050633630600 |
| 2005-06-01 | 348.76282866970600 |
| 2005-07-01 | 350.65208923810500 |
| 2005-08-01 | 351.98972901809800 |
| 2005-09-01 | 354.09412304246200 |
| 2005-10-01 | 355.42063740650400 |
| 2005-11-01 | 357.39196418615796 |
| 2005-12-01 | 359.49844275196403 |
| 2006-01-01 | 361.14195759811400 |
| 2006-02-01 | 363.52864941453500 |
| 2006-03-01 | 364.34530082414597 |
| 2006-04-01 | 365.20821775856500 |
| 2006-05-01 | 364.73579150184196 |
| 2006-06-01 | 368.93812232266300 |
| 2006-07-01 | 370.10691125741500 |
| 2006-08-01 | 371.77236015158700 |
| 2006-09-01 | 373.02386279224703 |
| 2006-10-01 | 373.78995514652900 |
| 2006-11-01 | 374.46022869224000 |
| 2006-12-01 | 374.86186392658897 |
| 2007-01-01 | 376.64557576751700 |
| 2007-02-01 | 378.28295766727100 |
| 2007-03-01 | 379.53312751051900 |
| 2007-04-01 | 378.60433169399500 |
| 2007-05-01 | 380.65132848122300 |
| 2007-06-01 | 383.39494956208296 |
| 2007-07-01 | 383.39903341710294 |
| 2007-08-01 | 384.57308851393700 |
| 2007-09-01 | 384.33433234418000 |
| 2007-10-01 | 384.74539148951500 |
| 2007-11-01 | 384.64577724373500 |
| 2007-12-01 | 388.26766383699800 |
| 2008-01-01 | 381.07073976973703 |
| 2008-02-01 | 382.90735742029700 |
| 2008-03-01 | 383.60239864935600 |
| 2008-04-01 | 384.89813664344800 |
| 2008-05-01 | 383.32166705895600 |
| 2008-06-01 | 381.39738967984500 |
| 2008-07-01 | 381.74870976922796 |
| 2008-08-01 | 380.07255312918900 |
| 2008-09-01 | 379.26121792063697 |
| 2008-10-01 | 376.19938542213305 |
| 2008-11-01 | 373.17517664996694 |
| 2008-12-01 | 372.34437203484100 |
| 2009-01-01 | 369.75690920495697 |
| 2009-02-01 | 365.45027500180600 |
| 2009-03-01 | 362.21517728921000 |
| 2009-04-01 | 356.55963149539100 |
| 2009-05-01 | 354.37341145116000 |
| 2009-06-01 | 351.51670334548300 |
| 2009-07-01 | 347.02407188738000 |
| 2009-08-01 | 345.04288051575800 |
| 2009-09-01 | 342.75409556366800 |
| 2009-10-01 | 344.18379005460800 |
| 2009-11-01 | 344.17761002904297 |
| 2009-12-01 | 342.36752251195500 |
| 2010-01-01 | 341.65667972696400 |
| 2010-02-01 | 342.68021750959200 |
| 2010-03-01 | 342.66750152397100 |
| 2010-04-01 | 347.05284215637704 |
| 2010-05-01 | 345.58086337218300 |
| 2010-06-01 | 346.29336801538400 |
| 2010-07-01 | 345.94783120910300 |
| 2010-08-01 | 346.01069060628305 |
| 2010-09-01 | 344.68958149305400 |
| 2010-10-01 | 349.42221235105796 |
| 2010-11-01 | 349.99606275148400 |
| 2010-12-01 | 350.58154125502500 |
| 2011-01-01 | 352.61000370339600 |
| 2011-02-01 | 354.17218849415000 |
| 2011-03-01 | 354.63456573185400 |
| 2011-04-01 | 353.49860350716300 |
| 2011-05-01 | 353.04444954265600 |
| 2011-06-01 | 353.75813352769404 |
| 2011-07-01 | 359.70831286730800 |
| 2011-08-01 | 360.34977192907500 |
| 2011-09-01 | 362.57309191423600 |
| 2011-10-01 | 359.63450036252800 |
| 2011-11-01 | 361.93451955947603 |
| 2011-12-01 | 363.26795503315003 |
| 2012-01-01 | 364.08224536066905 |
| 2012-02-01 | 366.37905575757600 |
| 2012-03-01 | 368.77020379057800 |
| 2012-04-01 | 371.49549856088000 |
| 2012-05-01 | 374.34682565122597 |
| 2012-06-01 | 375.96876226584900 |
| 2012-07-01 | 376.40238705711096 |
| 2012-08-01 | 377.70389110238000 |
| 2012-09-01 | 379.32354512960900 |
| 2012-10-01 | 380.04292812896100 |
| 2012-11-01 | 381.33780693301600 |
| 2012-12-01 | 383.69361260607695 |
| 2013-01-01 | 378.98399379919000 |
| 2013-02-01 | 381.28577013984200 |
| 2013-03-01 | 383.52371940456500 |
| 2013-04-01 | 385.20291515245100 |
| 2013-05-01 | 386.22780996025904 |
| 2013-06-01 | 386.29760022196100 |
| 2013-07-01 | 388.78716209075800 |
| 2013-08-01 | 390.24741737854896 |
| 2013-09-01 | 391.37332715713796 |
| 2013-10-01 | 391.64320437563800 |
| 2013-11-01 | 391.31796957831200 |
| 2013-12-01 | 392.66984344125800 |
| 2014-01-01 | 394.91888774254800 |
| 2014-02-01 | 396.55610113560500 |
| 2014-03-01 | 396.76741612420900 |
| 2014-04-01 | 393.08779814317495 |
| 2014-05-01 | 394.24545790480700 |
| 2014-06-01 | 394.60073637558700 |
| 2014-07-01 | 390.91958716164805 |
| 2014-08-01 | 392.97273871716400 |
| 2014-09-01 | 392.26831295975300 |
| 2014-10-01 | 389.02014019761900 |
| 2014-11-01 | 391.78577197229500 |
| 2014-12-01 | 392.88571200605200 |
| 2015-01-01 | 392.81329175673204 |
| 2015-02-01 | 393.42644769458394 |
| 2015-03-01 | 393.55074514326105 |
| 2015-04-01 | 396.90279026590500 |
| 2015-05-01 | 396.38847701372200 |
| 2015-06-01 | 395.90763236526396 |
| 2015-07-01 | 398.97867966814300 |
| 2015-08-01 | 398.08860608211603 |
| 2015-09-01 | 397.83985820165100 |
| 2015-10-01 | 400.68803997889900 |
| 2015-11-01 | 402.00509642905700 |
| 2015-12-01 | 399.85754512463404 |
| 2016-01-01 | 405.03830244824700 |
| 2016-02-01 | 406.40873132715700 |
| 2016-03-01 | 403.20855716293096 |
| 2016-04-01 | 404.21580359181500 |
| 2016-05-01 | 404.45373229789100 |
| 2016-06-01 | 401.99338208422097 |
| 2016-07-01 | 405.50112238918100 |
| 2016-08-01 | 406.11047909194394 |
| 2016-09-01 | 407.01857705360000 |
| 2016-10-01 | 405.75590615163804 |
| 2016-11-01 | 407.16525096730100 |
| 2016-12-01 | 404.75044237797700 |
| 2017-01-01 | 404.51158996635000 |
| 2017-02-01 | 405.28985876357200 |
| 2017-03-01 | 406.04390764851500 |
| 2017-04-01 | 406.52956756012700 |
| 2017-05-01 | 408.06367204913397 |
| 2017-06-01 | 410.02307816184100 |
| 2017-07-01 | 410.53111854759004 |
| 2017-08-01 | 411.66085270648200 |
| 2017-09-01 | 412.21979714375300 |
| 2017-10-01 | 411.76942358035797 |
| 2017-11-01 | 411.83881958649596 |
| 2017-12-01 | 413.74095997888804 |
| 2018-01-01 | 415.83513130983704 |
| 2018-02-01 | 414.91473964346400 |
| 2018-03-01 | 416.49995322860400 |
| 2018-04-01 | 417.81234142176700 |
| 2018-05-01 | 416.92444627301200 |
| 2018-06-01 | 420.32485699281600 |
| 2018-07-01 | 421.07129047823900 |
| 2018-08-01 | 421.04559036510400 |
| 2018-09-01 | 423.33470693301800 |
| 2018-10-01 | 426.60735189114996 |
| 2018-11-01 | 426.51461262943000 |
| 2018-12-01 | 427.93147693737800 |
| 2019-01-01 | 427.31178353885400 |
| 2019-02-01 | 430.69173229927804 |
| 2019-03-01 | 430.63575588163200 |
| 2019-04-01 | 430.24073356084000 |
| 2019-05-01 | 429.43818798370500 |
| 2019-06-01 | 430.78814925498400 |
| 2019-07-01 | 433.58661633635000 |
| 2019-08-01 | 434.95115338784797 |
| 2019-09-01 | 435.47719124528100 |
| 2019-10-01 | 437.90916376447996 |
| 2019-11-01 | 441.18054892050300 |
| 2019-12-01 | 441.62650822508100 |
| 2020-01-01 | 443.11046532302200 |
| 2020-02-01 | 448.03847632352796 |
| 2020-03-01 | 441.66627812036200 |
| 2020-04-01 | 399.92543123826897 |
| 2020-05-01 | 406.33608371882303 |
| 2020-06-01 | 407.29256807615900 |
| 2020-07-01 | 406.49005766582400 |
| 2020-08-01 | 408.04552866206400 |
| 2020-09-01 | 408.43956657243400 |
| 2020-10-01 | 418.90328705082000 |
| 2020-11-01 | 418.95065858770204 |
| 2020-12-01 | 420.81372327902100 |
| 2021-01-01 | 422.72373890339503 |
| 2021-02-01 | 423.98790591803004 |
| 2021-03-01 | 426.35966444474997 |
| 2021-04-01 | 428.92242480355300 |
| 2021-05-01 | 431.62394641648000 |
| 2021-06-01 | 428.51738708879503 |
| 2021-07-01 | 435.90800136966900 |
| 2021-08-01 | 437.14109292986200 |
| 2021-09-01 | 437.13989376593200 |
| 2021-10-01 | 447.81315211814797 |
| 2021-11-01 | 450.09659707227500 |
| 2021-12-01 | 450.86427081709200 |
| 2022-01-01 | 450.30266868408500 |
| 2022-02-01 | 455.72754639295897 |
| 2022-03-01 | 459.49983348148400 |
| 2022-04-01 | 460.00519723695300 |
| 2022-05-01 | 460.82507105098900 |
| 2022-06-01 | 460.44586982724800 |
| 2022-07-01 | 459.31142809936404 |
| 2022-08-01 | 460.15779304848803 |
| 2022-09-01 | 462.90115919401400 |
| 2022-10-01 | 461.68187184660695 |
| 2022-11-01 | 461.93231936979896 |
| 2022-12-01 | 462.73123392044200 |
| 2023-01-01 | 458.65471872061800 |
| 2023-02-01 | 456.53849727163697 |
| 2023-03-01 | 455.64910597741400 |
| 2023-04-01 | 456.15357457379900 |
| 2023-05-01 | 456.15228815184304 |
| 2023-06-01 | 455.53544063086400 |
| 2023-07-01 | 454.30395085465500 |
| 2023-08-01 | 453.66610618296800 |
| 2023-09-01 | 454.47787595546200 |
| 2023-10-01 | 453.98062767879600 |
| 2023-11-01 | 452.89686538287100 |
| 2023-12-01 | 453.84762202980403 |
| 2024-01-01 | 457.50912798511706 |
| 2024-02-01 | 455.46926326336900 |
| 2024-03-01 | 453.31501381929803 |
| 2024-04-01 | 449.36840074769896 |
| 2024-05-01 | 451.28735651847800 |
| 2024-06-01 | 453.14489634996200 |
| 2024-07-01 | 455.60810480679703 |
| 2024-08-01 | 453.81860171629500 |
| 2024-09-01 | 451.75326435882600 |
