Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806056000001SA |
| 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 5:42 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 | 303.62590243833097 |
| 1990-02-01 | 304.53754938017397 |
| 1990-03-01 | 307.01828374283000 |
| 1990-04-01 | 301.43975291852400 |
| 1990-05-01 | 303.93567121293500 |
| 1990-06-01 | 301.49712159417800 |
| 1990-07-01 | 298.40510040176600 |
| 1990-08-01 | 298.33880561756700 |
| 1990-09-01 | 297.13211833097700 |
| 1990-10-01 | 293.85646120221600 |
| 1990-11-01 | 294.47304388028800 |
| 1990-12-01 | 293.02067884973803 |
| 1991-01-01 | 284.60303576069500 |
| 1991-02-01 | 280.91934214883200 |
| 1991-03-01 | 277.79784942240900 |
| 1991-04-01 | 275.26234376626700 |
| 1991-05-01 | 272.91436809477100 |
| 1991-06-01 | 271.51755570396400 |
| 1991-07-01 | 271.80713948649000 |
| 1991-08-01 | 271.39018744917200 |
| 1991-09-01 | 271.41888734776103 |
| 1991-10-01 | 271.23942869419000 |
| 1991-11-01 | 271.59473816225400 |
| 1991-12-01 | 271.94220063063300 |
| 1992-01-01 | 285.43047959621100 |
| 1992-02-01 | 264.03267646729800 |
| 1992-03-01 | 267.53956601136900 |
| 1992-04-01 | 270.81116267628200 |
| 1992-05-01 | 271.96628405077000 |
| 1992-06-01 | 273.67787490773300 |
| 1992-07-01 | 275.72922908119900 |
| 1992-08-01 | 276.11683551561697 |
| 1992-09-01 | 277.20052497478200 |
| 1992-10-01 | 279.88852238666400 |
| 1992-11-01 | 281.16039301257800 |
| 1992-12-01 | 282.47747367205700 |
| 1993-01-01 | 292.58561357635900 |
| 1993-02-01 | 291.81511967736500 |
| 1993-03-01 | 292.73851935467100 |
| 1993-04-01 | 291.32551172225500 |
| 1993-05-01 | 292.97757253905900 |
| 1993-06-01 | 294.00637340414500 |
| 1993-07-01 | 297.50743315172700 |
| 1993-08-01 | 299.51785916409403 |
| 1993-09-01 | 300.34444587772600 |
| 1993-10-01 | 283.40764404198700 |
| 1993-11-01 | 284.59099427761004 |
| 1993-12-01 | 287.90786851521800 |
| 1994-01-01 | 293.84646069914396 |
| 1994-02-01 | 298.68173695955300 |
| 1994-03-01 | 302.19705841724100 |
| 1994-04-01 | 298.76122850209800 |
| 1994-05-01 | 299.97512878367200 |
| 1994-06-01 | 300.38329177726600 |
| 1994-07-01 | 300.43287392010200 |
| 1994-08-01 | 301.55537414830600 |
| 1994-09-01 | 304.65141551948300 |
| 1994-10-01 | 307.44708865226800 |
| 1994-11-01 | 310.97746915702400 |
| 1994-12-01 | 313.99171265592800 |
| 1995-01-01 | 311.45801389803603 |
| 1995-02-01 | 316.34342207322703 |
| 1995-03-01 | 317.15837148943900 |
| 1995-04-01 | 321.05210906389400 |
| 1995-05-01 | 323.05853887334800 |
| 1995-06-01 | 324.68094027395597 |
| 1995-07-01 | 317.42971040702000 |
| 1995-08-01 | 323.51247902508900 |
| 1995-09-01 | 324.33347214826400 |
| 1995-10-01 | 319.99926135418000 |
| 1995-11-01 | 324.76642141984900 |
| 1995-12-01 | 323.64848565804400 |
| 1996-01-01 | 326.65890913238604 |
| 1996-02-01 | 325.39386936404800 |
| 1996-03-01 | 329.15686033145200 |
| 1996-04-01 | 329.57493279497200 |
| 1996-05-01 | 332.31428692608700 |
| 1996-06-01 | 334.49340435612600 |
| 1996-07-01 | 336.65972091795203 |
| 1996-08-01 | 336.84732884635700 |
| 1996-09-01 | 338.61764904903300 |
| 1996-10-01 | 342.20386923257000 |
| 1996-11-01 | 343.68334669672200 |
| 1996-12-01 | 346.86555004757200 |
| 1997-01-01 | 335.73313833524800 |
| 1997-02-01 | 336.91781916507400 |
| 1997-03-01 | 339.44830907369600 |
| 1997-04-01 | 343.31691090157000 |
| 1997-05-01 | 345.21981656251900 |
| 1997-06-01 | 348.97550924025705 |
| 1997-07-01 | 350.98926454099603 |
| 1997-08-01 | 355.46823676393300 |
| 1997-09-01 | 357.31969077682900 |
| 1997-10-01 | 360.74799817254300 |
| 1997-11-01 | 363.43258920076000 |
| 1997-12-01 | 365.72433004618796 |
| 1998-01-01 | 365.82175490791400 |
| 1998-02-01 | 368.83748323596200 |
| 1998-03-01 | 368.08491173848600 |
| 1998-04-01 | 367.58622903902400 |
| 1998-05-01 | 374.35458767366305 |
| 1998-06-01 | 373.02240427266500 |
| 1998-07-01 | 374.85983533697305 |
| 1998-08-01 | 379.57470042080496 |
| 1998-09-01 | 377.90052238082100 |
| 1998-10-01 | 377.49187220838900 |
| 1998-11-01 | 377.72299042208800 |
| 1998-12-01 | 379.21592154526200 |
| 1999-01-01 | 361.00503635872400 |
| 1999-02-01 | 362.69283934367104 |
| 1999-03-01 | 366.49341142169400 |
| 1999-04-01 | 380.71588660097500 |
| 1999-05-01 | 381.94232654936800 |
| 1999-06-01 | 383.73569825709100 |
| 1999-07-01 | 387.77274807590203 |
| 1999-08-01 | 386.42754502163400 |
| 1999-09-01 | 389.45676320901700 |
| 1999-10-01 | 390.81624361648300 |
| 1999-11-01 | 395.54082455854103 |
| 1999-12-01 | 398.94428889128300 |
| 2000-01-01 | 387.95356581927905 |
| 2000-02-01 | 390.04474550511900 |
| 2000-03-01 | 391.73724101868300 |
| 2000-04-01 | 397.13799842210900 |
| 2000-05-01 | 394.65812691357600 |
| 2000-06-01 | 395.79975610848600 |
| 2000-07-01 | 398.83275822509400 |
| 2000-08-01 | 398.53750344605400 |
| 2000-09-01 | 399.77016813349100 |
| 2000-10-01 | 400.57495264647400 |
| 2000-11-01 | 400.16097385819900 |
| 2000-12-01 | 397.47488658878194 |
| 2001-01-01 | 396.26344169183403 |
| 2001-02-01 | 396.19434589577907 |
| 2001-03-01 | 394.34972432919200 |
| 2001-04-01 | 386.65189497247200 |
| 2001-05-01 | 388.49025579815600 |
| 2001-06-01 | 386.36778340001700 |
| 2001-07-01 | 384.96595538709900 |
| 2001-08-01 | 384.80935174506500 |
| 2001-09-01 | 385.45145763869500 |
| 2001-10-01 | 378.31973894943200 |
| 2001-11-01 | 375.10005917323100 |
| 2001-12-01 | 375.53354244871804 |
| 2002-01-01 | 379.77853743596296 |
| 2002-02-01 | 376.23531879333800 |
| 2002-03-01 | 378.19092495669800 |
| 2002-04-01 | 379.98093221158400 |
| 2002-05-01 | 382.39089715084800 |
| 2002-06-01 | 382.37012805404000 |
| 2002-07-01 | 379.69424325638300 |
| 2002-08-01 | 379.94329090150200 |
| 2002-09-01 | 380.42758837380796 |
| 2002-10-01 | 381.43598526408095 |
| 2002-11-01 | 380.55999415791000 |
| 2002-12-01 | 382.06244462060204 |
| 2003-01-01 | 376.08477328962897 |
| 2003-02-01 | 373.90736310414100 |
| 2003-03-01 | 372.55479293410303 |
| 2003-04-01 | 372.63393793320296 |
| 2003-05-01 | 371.95709510118104 |
| 2003-06-01 | 371.53479595490900 |
| 2003-07-01 | 371.48579560262397 |
| 2003-08-01 | 372.77664289420500 |
| 2003-09-01 | 371.26401678286300 |
| 2003-10-01 | 371.92674617089300 |
| 2003-11-01 | 372.64110368670800 |
| 2003-12-01 | 374.13169514152804 |
| 2004-01-01 | 375.22128434061900 |
| 2004-02-01 | 376.85365684888700 |
| 2004-03-01 | 378.18580897551595 |
| 2004-04-01 | 377.56602889232903 |
| 2004-05-01 | 379.27649220903100 |
| 2004-06-01 | 380.09323668226995 |
| 2004-07-01 | 383.11101911120903 |
| 2004-08-01 | 380.69022484968300 |
| 2004-09-01 | 377.62600115182400 |
| 2004-10-01 | 381.41004822168800 |
| 2004-11-01 | 382.87634839803300 |
| 2004-12-01 | 383.04966965551400 |
| 2005-01-01 | 384.52703677600897 |
| 2005-02-01 | 384.15390366660500 |
| 2005-03-01 | 383.54616873586303 |
| 2005-04-01 | 387.32733878457003 |
| 2005-05-01 | 384.88921978792900 |
| 2005-06-01 | 385.90199501289800 |
| 2005-07-01 | 387.41101072116700 |
| 2005-08-01 | 388.03776711447900 |
| 2005-09-01 | 390.34852001980100 |
| 2005-10-01 | 389.76519463233200 |
| 2005-11-01 | 391.10808552437800 |
| 2005-12-01 | 392.74869943776000 |
| 2006-01-01 | 398.13868195470900 |
| 2006-02-01 | 399.35531625732200 |
| 2006-03-01 | 401.38697206927200 |
| 2006-04-01 | 404.04842355670900 |
| 2006-05-01 | 406.09401833811404 |
| 2006-06-01 | 408.46776721656200 |
| 2006-07-01 | 408.25861473802297 |
| 2006-08-01 | 408.88664009785600 |
| 2006-09-01 | 408.85100444306704 |
| 2006-10-01 | 410.20488373014100 |
| 2006-11-01 | 409.38302874913495 |
| 2006-12-01 | 407.97344520945200 |
| 2007-01-01 | 406.63075899334100 |
| 2007-02-01 | 408.11395178945100 |
| 2007-03-01 | 409.86040216085803 |
| 2007-04-01 | 401.51655101713400 |
| 2007-05-01 | 399.91302161897005 |
| 2007-06-01 | 400.29307664331100 |
| 2007-07-01 | 400.51278413091200 |
| 2007-08-01 | 399.36471616161003 |
| 2007-09-01 | 400.52335511182300 |
| 2007-10-01 | 396.36263764868100 |
| 2007-11-01 | 396.05322473796303 |
| 2007-12-01 | 394.56762964989800 |
| 2008-01-01 | 388.09978346641800 |
| 2008-02-01 | 388.82355253978600 |
| 2008-03-01 | 387.79099595295700 |
| 2008-04-01 | 385.70001422638400 |
| 2008-05-01 | 382.79206034174700 |
| 2008-06-01 | 380.45154348933900 |
| 2008-07-01 | 379.53679661669196 |
| 2008-08-01 | 375.76404285048795 |
| 2008-09-01 | 371.87948036862500 |
| 2008-10-01 | 364.43991256027800 |
| 2008-11-01 | 357.61238056274700 |
| 2008-12-01 | 352.16863998081100 |
| 2009-01-01 | 344.81109493446405 |
| 2009-02-01 | 338.94690521575500 |
| 2009-03-01 | 334.82498166533200 |
| 2009-04-01 | 329.46866416240700 |
| 2009-05-01 | 327.96194124117300 |
| 2009-06-01 | 324.58335583043600 |
| 2009-07-01 | 321.21835621765800 |
| 2009-08-01 | 319.86953435281100 |
| 2009-09-01 | 320.12675001074900 |
| 2009-10-01 | 322.27180344791003 |
| 2009-11-01 | 322.93644455704600 |
| 2009-12-01 | 324.34354047660497 |
| 2010-01-01 | 337.08911703141000 |
| 2010-02-01 | 335.61950035493100 |
| 2010-03-01 | 335.63055298272496 |
| 2010-04-01 | 337.81086217712800 |
| 2010-05-01 | 338.59198300479596 |
| 2010-06-01 | 339.43713749656600 |
| 2010-07-01 | 338.78323050458400 |
| 2010-08-01 | 339.74169033766900 |
| 2010-09-01 | 338.09344426314703 |
| 2010-10-01 | 345.52017021499296 |
| 2010-11-01 | 342.74373294150600 |
| 2010-12-01 | 342.32925551501200 |
| 2011-01-01 | 343.73060406934700 |
| 2011-02-01 | 343.87918558432900 |
| 2011-03-01 | 342.37031827094800 |
| 2011-04-01 | 341.10038572129700 |
| 2011-05-01 | 341.49354005299300 |
| 2011-06-01 | 342.43197205654800 |
| 2011-07-01 | 343.65910193746200 |
| 2011-08-01 | 340.76379268421900 |
| 2011-09-01 | 343.88056578226900 |
| 2011-10-01 | 343.33952143067500 |
| 2011-11-01 | 342.84683238014100 |
| 2011-12-01 | 345.30433851264803 |
| 2012-01-01 | 348.40494224660597 |
| 2012-02-01 | 353.60312736736800 |
| 2012-03-01 | 357.45350406903000 |
| 2012-04-01 | 360.48752257631600 |
| 2012-05-01 | 361.82357170590200 |
| 2012-06-01 | 365.15369007746400 |
| 2012-07-01 | 363.64142568119905 |
| 2012-08-01 | 363.31797311660700 |
| 2012-09-01 | 365.17749306110704 |
| 2012-10-01 | 364.56997067739997 |
| 2012-11-01 | 370.17365975008903 |
| 2012-12-01 | 370.24686414199095 |
| 2013-01-01 | 369.80435468613100 |
| 2013-02-01 | 371.90226139400000 |
| 2013-03-01 | 372.59521633938700 |
| 2013-04-01 | 374.89605879462096 |
| 2013-05-01 | 376.86153625701200 |
| 2013-06-01 | 376.87490763438400 |
| 2013-07-01 | 377.71011672848294 |
| 2013-08-01 | 380.85657735002405 |
| 2013-09-01 | 380.81592032794400 |
| 2013-10-01 | 379.63966890304397 |
| 2013-11-01 | 387.02888630065695 |
| 2013-12-01 | 384.55736022310305 |
| 2014-01-01 | 385.88383337716203 |
| 2014-02-01 | 382.55851527743300 |
| 2014-03-01 | 384.15740849361100 |
| 2014-04-01 | 384.42850123664397 |
| 2014-05-01 | 385.37733735191597 |
| 2014-06-01 | 384.20791744950895 |
| 2014-07-01 | 385.40153373899200 |
| 2014-08-01 | 387.00761877769400 |
| 2014-09-01 | 387.27304376132497 |
| 2014-10-01 | 387.98904906029406 |
| 2014-11-01 | 387.95060636687896 |
| 2014-12-01 | 388.93361966004000 |
| 2015-01-01 | 388.72685312117900 |
| 2015-02-01 | 390.47072211256700 |
| 2015-03-01 | 390.87529320112503 |
| 2015-04-01 | 390.46262728305100 |
| 2015-05-01 | 391.26932858211300 |
| 2015-06-01 | 392.44619450410500 |
| 2015-07-01 | 393.36263402555200 |
| 2015-08-01 | 393.13434302439900 |
| 2015-09-01 | 393.88030364916900 |
| 2015-10-01 | 398.24632108977994 |
| 2015-11-01 | 395.54706992909300 |
| 2015-12-01 | 398.45422992477300 |
| 2016-01-01 | 400.76992909234400 |
| 2016-02-01 | 401.56436178217905 |
| 2016-03-01 | 397.73911235955000 |
| 2016-04-01 | 402.53033640398000 |
| 2016-05-01 | 401.87358935966700 |
| 2016-06-01 | 403.15994828369400 |
| 2016-07-01 | 402.67870390524000 |
| 2016-08-01 | 401.44383667171500 |
| 2016-09-01 | 405.32777656804000 |
| 2016-10-01 | 405.25254441839800 |
| 2016-11-01 | 406.82227746163596 |
| 2016-12-01 | 407.76346763774200 |
| 2017-01-01 | 403.69261617611000 |
| 2017-02-01 | 405.54267817712700 |
| 2017-03-01 | 407.15646534249396 |
| 2017-04-01 | 403.92609590250600 |
| 2017-05-01 | 407.48723297961600 |
| 2017-06-01 | 407.79512291375200 |
| 2017-07-01 | 413.81193619222900 |
| 2017-08-01 | 414.96360783148600 |
| 2017-09-01 | 418.65213535548105 |
| 2017-10-01 | 415.88786223886000 |
| 2017-11-01 | 415.76459598799400 |
| 2017-12-01 | 416.24502807753800 |
| 2018-01-01 | 418.90612327028900 |
| 2018-02-01 | 420.22487818034597 |
| 2018-03-01 | 422.05181664659900 |
| 2018-04-01 | 425.67778008500000 |
| 2018-05-01 | 426.01509359721200 |
| 2018-06-01 | 427.04571671967796 |
| 2018-07-01 | 427.13989052708500 |
| 2018-08-01 | 430.46027833834097 |
| 2018-09-01 | 429.97103218079600 |
| 2018-10-01 | 432.99319349309100 |
| 2018-11-01 | 435.27925392246900 |
| 2018-12-01 | 436.39904936726094 |
| 2019-01-01 | 435.60165563842200 |
| 2019-02-01 | 436.85637790876405 |
| 2019-03-01 | 438.70573122050200 |
| 2019-04-01 | 435.97599356311400 |
| 2019-05-01 | 438.90768771924600 |
| 2019-06-01 | 440.29143962159500 |
| 2019-07-01 | 438.53533789879094 |
| 2019-08-01 | 440.25466320397794 |
| 2019-09-01 | 439.08740294216904 |
| 2019-10-01 | 436.18089300839900 |
| 2019-11-01 | 436.51415733417804 |
| 2019-12-01 | 435.54720723681800 |
| 2020-01-01 | 435.76278135373700 |
| 2020-02-01 | 433.57909878458700 |
| 2020-03-01 | 421.41770111875394 |
| 2020-04-01 | 357.46405722353700 |
| 2020-05-01 | 362.70083696495300 |
| 2020-06-01 | 370.68205829552000 |
| 2020-07-01 | 376.27455109696900 |
| 2020-08-01 | 379.53020123271006 |
| 2020-09-01 | 381.21010595086200 |
| 2020-10-01 | 389.85651717661300 |
| 2020-11-01 | 395.80880964336900 |
| 2020-12-01 | 399.18446421757204 |
| 2021-01-01 | 408.06024854225603 |
| 2021-02-01 | 413.99842530296700 |
| 2021-03-01 | 415.76236273399803 |
| 2021-04-01 | 414.97539645105500 |
| 2021-05-01 | 413.81251880693300 |
| 2021-06-01 | 410.10045734890800 |
| 2021-07-01 | 414.83271253616500 |
| 2021-08-01 | 415.04623965510103 |
| 2021-09-01 | 414.89318816939900 |
| 2021-10-01 | 429.53119535350703 |
| 2021-11-01 | 431.73454892917100 |
| 2021-12-01 | 433.40238716697405 |
| 2022-01-01 | 430.51292221582700 |
| 2022-02-01 | 436.35298631522700 |
| 2022-03-01 | 434.98414742035897 |
| 2022-04-01 | 439.95527354808604 |
| 2022-05-01 | 440.25367022843800 |
| 2022-06-01 | 437.10120741072900 |
| 2022-07-01 | 439.77390582663000 |
| 2022-08-01 | 439.16893497988195 |
| 2022-09-01 | 442.33380259694000 |
| 2022-10-01 | 441.99985412189596 |
| 2022-11-01 | 438.26840935089600 |
| 2022-12-01 | 436.80593598317597 |
| 2023-01-01 | 432.74015692896900 |
| 2023-02-01 | 427.91520954206396 |
| 2023-03-01 | 425.42216804675800 |
| 2023-04-01 | 425.58647730681500 |
| 2023-05-01 | 425.06141998572700 |
| 2023-06-01 | 421.30218352233900 |
| 2023-07-01 | 414.25598284093600 |
| 2023-08-01 | 416.37842580453497 |
| 2023-09-01 | 414.60706490172800 |
| 2023-10-01 | 411.80495261125000 |
| 2023-11-01 | 407.02870502143100 |
| 2023-12-01 | 409.19422540027000 |
| 2024-01-01 | 413.00601402839897 |
| 2024-02-01 | 412.45190127895796 |
| 2024-03-01 | 416.02773614595100 |
| 2024-04-01 | 410.50088899650495 |
| 2024-05-01 | 410.57107686962996 |
| 2024-06-01 | 411.47024210770303 |
| 2024-07-01 | 408.54537789845200 |
| 2024-08-01 | 409.25855370913905 |
| 2024-09-01 | 409.70723052194506 |
