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 2024-11-01 |
| Last Updated | 2024-12-21 6:04 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 | 303.62622766774700 |
| 1990-02-01 | 304.53780435707700 |
| 1990-03-01 | 307.01839499588800 |
| 1990-04-01 | 301.43981425949100 |
| 1990-05-01 | 303.93568646758900 |
| 1990-06-01 | 301.49709578963900 |
| 1990-07-01 | 298.40503989620000 |
| 1990-08-01 | 298.33870568119704 |
| 1990-09-01 | 297.13197358425800 |
| 1990-10-01 | 293.85669513122500 |
| 1990-11-01 | 294.47337727837396 |
| 1990-12-01 | 293.01967487435500 |
| 1991-01-01 | 284.60335277614297 |
| 1991-02-01 | 280.91962160856200 |
| 1991-03-01 | 277.79797192032504 |
| 1991-04-01 | 275.26240455908500 |
| 1991-05-01 | 272.91438297007200 |
| 1991-06-01 | 271.51752722715696 |
| 1991-07-01 | 271.80706230568800 |
| 1991-08-01 | 271.39005646346300 |
| 1991-09-01 | 271.41869122267300 |
| 1991-10-01 | 271.23966951084000 |
| 1991-11-01 | 271.59503194360900 |
| 1991-12-01 | 271.94129469787500 |
| 1992-01-01 | 285.43086430245603 |
| 1992-02-01 | 264.03295718532000 |
| 1992-03-01 | 267.53969182231400 |
| 1992-04-01 | 270.81122232972700 |
| 1992-05-01 | 271.96629383140300 |
| 1992-06-01 | 273.67784361694900 |
| 1992-07-01 | 275.72912492329300 |
| 1992-08-01 | 276.11665311073000 |
| 1992-09-01 | 277.20025266020000 |
| 1992-10-01 | 279.88876124272497 |
| 1992-11-01 | 281.16061874653900 |
| 1992-12-01 | 282.47670919112596 |
| 1993-01-01 | 292.58607327780896 |
| 1993-02-01 | 291.81541274915000 |
| 1993-03-01 | 292.73865187158800 |
| 1993-04-01 | 291.32557378375500 |
| 1993-05-01 | 292.97758424786400 |
| 1993-06-01 | 294.00635124143100 |
| 1993-07-01 | 297.50731410855600 |
| 1993-08-01 | 299.51763956405100 |
| 1993-09-01 | 300.34413581430800 |
| 1993-10-01 | 283.40780600402303 |
| 1993-11-01 | 284.59107795513300 |
| 1993-12-01 | 287.90715460070800 |
| 1994-01-01 | 293.84709533724100 |
| 1994-02-01 | 298.68205631970500 |
| 1994-03-01 | 302.19721808462504 |
| 1994-04-01 | 298.76131713329500 |
| 1994-05-01 | 299.97516820781505 |
| 1994-06-01 | 300.38329885151600 |
| 1994-07-01 | 300.43276080224200 |
| 1994-08-01 | 301.55512946139000 |
| 1994-09-01 | 304.65103192434800 |
| 1994-10-01 | 307.44713110479300 |
| 1994-11-01 | 310.97735146334600 |
| 1994-12-01 | 313.99107628017200 |
| 1995-01-01 | 311.45871364220600 |
| 1995-02-01 | 316.34380091204400 |
| 1995-03-01 | 317.15860226430100 |
| 1995-04-01 | 321.05226679184300 |
| 1995-05-01 | 323.05864114233003 |
| 1995-06-01 | 324.68100979132700 |
| 1995-07-01 | 317.42963498215700 |
| 1995-08-01 | 323.51224635807300 |
| 1995-09-01 | 324.33306313599496 |
| 1995-10-01 | 319.99905516424700 |
| 1995-11-01 | 324.76602498772000 |
| 1995-12-01 | 323.64782445157200 |
| 1996-01-01 | 326.65968987870900 |
| 1996-02-01 | 325.39430710709500 |
| 1996-03-01 | 329.15716477812900 |
| 1996-04-01 | 329.57528062631303 |
| 1996-05-01 | 332.31451279302104 |
| 1996-06-01 | 334.49357065747600 |
| 1996-07-01 | 336.65969456537897 |
| 1996-08-01 | 336.84710382088900 |
| 1996-09-01 | 338.61719924092600 |
| 1996-10-01 | 342.20339268793000 |
| 1996-11-01 | 343.68260549912804 |
| 1996-12-01 | 346.86458701957300 |
| 1997-01-01 | 335.73414122251097 |
| 1997-02-01 | 336.91843514729500 |
| 1997-03-01 | 339.44871117128700 |
| 1997-04-01 | 343.31749423669000 |
| 1997-05-01 | 345.22017320642600 |
| 1997-06-01 | 348.97574630895800 |
| 1997-07-01 | 350.98925771716006 |
| 1997-08-01 | 355.46800139789200 |
| 1997-09-01 | 357.31920091579000 |
| 1997-10-01 | 360.74727245589304 |
| 1997-11-01 | 363.43155734023100 |
| 1997-12-01 | 365.72297475415496 |
| 1998-01-01 | 365.82301947074995 |
| 1998-02-01 | 368.83829971814200 |
| 1998-03-01 | 368.08541908445600 |
| 1998-04-01 | 367.58701581081200 |
| 1998-05-01 | 374.35505796381100 |
| 1998-06-01 | 373.02267166529504 |
| 1998-07-01 | 374.85980766205500 |
| 1998-08-01 | 379.57442244927694 |
| 1998-09-01 | 377.89995470821600 |
| 1998-10-01 | 377.49101915941804 |
| 1998-11-01 | 377.72180056724000 |
| 1998-12-01 | 379.21432835386100 |
| 1999-01-01 | 361.00648353888800 |
| 1999-02-01 | 362.69379617835900 |
| 1999-03-01 | 366.49401347057506 |
| 1999-04-01 | 380.71674757983004 |
| 1999-05-01 | 381.94281932913100 |
| 1999-06-01 | 383.73592808668000 |
| 1999-07-01 | 387.77266980614500 |
| 1999-08-01 | 386.42723324321196 |
| 1999-09-01 | 389.45617725914700 |
| 1999-10-01 | 390.81538302366400 |
| 1999-11-01 | 395.53969374910304 |
| 1999-12-01 | 398.94274858427200 |
| 2000-01-01 | 387.95499338584096 |
| 2000-02-01 | 390.04566774957200 |
| 2000-03-01 | 391.73783882867997 |
| 2000-04-01 | 397.13881530616800 |
| 2000-05-01 | 394.65857708583300 |
| 2000-06-01 | 395.79992494882800 |
| 2000-07-01 | 398.83263758709000 |
| 2000-08-01 | 398.53718903618500 |
| 2000-09-01 | 399.76964480262103 |
| 2000-10-01 | 400.57421481115300 |
| 2000-11-01 | 400.16002795346900 |
| 2000-12-01 | 397.47348008947900 |
| 2001-01-01 | 396.26480488886705 |
| 2001-02-01 | 396.19514996733400 |
| 2001-03-01 | 394.35025236889600 |
| 2001-04-01 | 386.65253289343900 |
| 2001-05-01 | 388.49058366510900 |
| 2001-06-01 | 386.36785909588900 |
| 2001-07-01 | 384.96580828902400 |
| 2001-08-01 | 384.80908371113000 |
| 2001-09-01 | 385.45105315094300 |
| 2001-10-01 | 378.31920787620300 |
| 2001-11-01 | 375.09942486751900 |
| 2001-12-01 | 375.53249912042100 |
| 2002-01-01 | 379.77956299858100 |
| 2002-02-01 | 376.23590675369600 |
| 2002-03-01 | 378.19133430019700 |
| 2002-04-01 | 379.98134357710900 |
| 2002-05-01 | 382.39109660612604 |
| 2002-06-01 | 382.37014068912500 |
| 2002-07-01 | 379.69410876914500 |
| 2002-08-01 | 379.94309814833900 |
| 2002-09-01 | 380.42732519498000 |
| 2002-10-01 | 381.43566730617800 |
| 2002-11-01 | 380.55965618496100 |
| 2002-12-01 | 382.06177853351403 |
| 2003-01-01 | 376.08544447785204 |
| 2003-02-01 | 373.90770058757900 |
| 2003-03-01 | 372.55506937707500 |
| 2003-04-01 | 372.63415521903505 |
| 2003-05-01 | 371.95718160410400 |
| 2003-06-01 | 371.53477209314104 |
| 2003-07-01 | 371.48569567804606 |
| 2003-08-01 | 372.77653392345100 |
| 2003-09-01 | 371.26387188771400 |
| 2003-10-01 | 371.92660226987100 |
| 2003-11-01 | 372.64100854015300 |
| 2003-12-01 | 374.13137951492797 |
| 2004-01-01 | 375.22155978437600 |
| 2004-02-01 | 376.85377261988100 |
| 2004-03-01 | 378.18595013962500 |
| 2004-04-01 | 377.56616230449504 |
| 2004-05-01 | 379.27656439635800 |
| 2004-06-01 | 380.09321647898100 |
| 2004-07-01 | 383.11096629039497 |
| 2004-08-01 | 380.69017423405296 |
| 2004-09-01 | 377.62593381443300 |
| 2004-10-01 | 381.40998271878000 |
| 2004-11-01 | 382.87629880828400 |
| 2004-12-01 | 383.04940975371903 |
| 2005-01-01 | 384.52724693173500 |
| 2005-02-01 | 384.15393299292100 |
| 2005-03-01 | 383.54623797378600 |
| 2005-04-01 | 387.32746123253700 |
| 2005-05-01 | 384.88932627291700 |
| 2005-06-01 | 385.90198209420305 |
| 2005-07-01 | 387.41097509831803 |
| 2005-08-01 | 388.03772333216796 |
| 2005-09-01 | 390.34849440840000 |
| 2005-10-01 | 389.76508039197000 |
| 2005-11-01 | 391.10797499811700 |
| 2005-12-01 | 392.74848122351500 |
| 2006-01-01 | 398.13884476341906 |
| 2006-02-01 | 399.35536136045600 |
| 2006-03-01 | 401.38708496300200 |
| 2006-04-01 | 404.04857690657200 |
| 2006-05-01 | 406.09419996221800 |
| 2006-06-01 | 408.46778409751400 |
| 2006-07-01 | 408.25859132639300 |
| 2006-08-01 | 408.88655730770100 |
| 2006-09-01 | 408.85097709318400 |
| 2006-10-01 | 410.20465058011000 |
| 2006-11-01 | 409.38273197816200 |
| 2006-12-01 | 407.97301988794896 |
| 2007-01-01 | 406.63117726125400 |
| 2007-02-01 | 408.11413381317595 |
| 2007-03-01 | 409.86061264437797 |
| 2007-04-01 | 401.51674627851100 |
| 2007-05-01 | 399.91325916312894 |
| 2007-06-01 | 400.29311138819300 |
| 2007-07-01 | 400.51274043628100 |
| 2007-08-01 | 399.36456332191904 |
| 2007-09-01 | 400.52331687881700 |
| 2007-10-01 | 396.36228469451300 |
| 2007-11-01 | 396.05273911988195 |
| 2007-12-01 | 394.56697748306397 |
| 2008-01-01 | 388.10043539898100 |
| 2008-02-01 | 388.82391436729796 |
| 2008-03-01 | 387.79132753999494 |
| 2008-04-01 | 385.70025351290400 |
| 2008-05-01 | 382.79234212631800 |
| 2008-06-01 | 380.45158548355596 |
| 2008-07-01 | 379.53672966730005 |
| 2008-08-01 | 375.76383224706900 |
| 2008-09-01 | 371.87939950765605 |
| 2008-10-01 | 364.43947716660500 |
| 2008-11-01 | 357.61172673273904 |
| 2008-12-01 | 352.16777530667700 |
| 2009-01-01 | 344.81197838598500 |
| 2009-02-01 | 338.94743979574400 |
| 2009-03-01 | 334.82540748453204 |
| 2009-04-01 | 329.46893425467800 |
| 2009-05-01 | 327.96220853326400 |
| 2009-06-01 | 324.58339097091704 |
| 2009-07-01 | 321.21825107609400 |
| 2009-08-01 | 319.86928398446400 |
| 2009-09-01 | 320.12664671908100 |
| 2009-10-01 | 322.27133140395000 |
| 2009-11-01 | 322.93574506395100 |
| 2009-12-01 | 324.34270432760200 |
| 2010-01-01 | 337.08997442115700 |
| 2010-02-01 | 335.62010191038500 |
| 2010-03-01 | 335.63102348024100 |
| 2010-04-01 | 337.81114288176497 |
| 2010-05-01 | 338.59220173557500 |
| 2010-06-01 | 339.43716927758100 |
| 2010-07-01 | 338.78312028954497 |
| 2010-08-01 | 339.74144699526800 |
| 2010-09-01 | 338.09330691605203 |
| 2010-10-01 | 345.51974864031405 |
| 2010-11-01 | 342.74306259511100 |
| 2010-12-01 | 342.32844780053100 |
| 2011-01-01 | 343.73140772324797 |
| 2011-02-01 | 343.87985448078500 |
| 2011-03-01 | 342.37072424187903 |
| 2011-04-01 | 341.10062039250600 |
| 2011-05-01 | 341.49367672004800 |
| 2011-06-01 | 342.43198368978600 |
| 2011-07-01 | 343.65899542796996 |
| 2011-08-01 | 340.76360143958300 |
| 2011-09-01 | 343.88045228549200 |
| 2011-10-01 | 343.33920362308600 |
| 2011-11-01 | 342.84627855714600 |
| 2011-12-01 | 345.30372395334500 |
| 2012-01-01 | 348.40541886653600 |
| 2012-02-01 | 353.60378038692000 |
| 2012-03-01 | 357.45388628514803 |
| 2012-04-01 | 360.48774789700400 |
| 2012-05-01 | 361.82361848078700 |
| 2012-06-01 | 365.15358212225306 |
| 2012-07-01 | 363.64127458796304 |
| 2012-08-01 | 363.31787622944506 |
| 2012-09-01 | 365.17752912721100 |
| 2012-10-01 | 364.56977810919200 |
| 2012-11-01 | 370.17326126642797 |
| 2012-12-01 | 370.24636132884300 |
| 2013-01-01 | 369.80440480930000 |
| 2013-02-01 | 371.90287002504600 |
| 2013-03-01 | 372.59579435457000 |
| 2013-04-01 | 374.89632636453500 |
| 2013-05-01 | 376.86143371001300 |
| 2013-06-01 | 376.87456199962196 |
| 2013-07-01 | 377.71000961950205 |
| 2013-08-01 | 380.85651036952900 |
| 2013-09-01 | 380.81637297693703 |
| 2013-10-01 | 379.63962549046000 |
| 2013-11-01 | 387.02864092869794 |
| 2013-12-01 | 384.55700618565595 |
| 2014-01-01 | 385.88104470244800 |
| 2014-02-01 | 382.55960622670300 |
| 2014-03-01 | 384.15901802549700 |
| 2014-04-01 | 384.43092300510597 |
| 2014-05-01 | 385.37858033822897 |
| 2014-06-01 | 384.20381404444000 |
| 2014-07-01 | 385.40260629607496 |
| 2014-08-01 | 387.00787628416100 |
| 2014-09-01 | 387.27350247418100 |
| 2014-10-01 | 387.98886079886100 |
| 2014-11-01 | 387.95008055976300 |
| 2014-12-01 | 388.93222226281700 |
| 2015-01-01 | 388.72048781501900 |
| 2015-02-01 | 390.47245832974096 |
| 2015-03-01 | 390.87916771023400 |
| 2015-04-01 | 390.46895478064596 |
| 2015-05-01 | 391.27339745366500 |
| 2015-06-01 | 392.43876417539803 |
| 2015-07-01 | 393.36420336548500 |
| 2015-08-01 | 393.13387261019900 |
| 2015-09-01 | 393.88019594217906 |
| 2015-10-01 | 398.24497287683700 |
| 2015-11-01 | 395.54480213827500 |
| 2015-12-01 | 398.45181903143896 |
| 2016-01-01 | 400.75988721579700 |
| 2016-02-01 | 401.56432487133400 |
| 2016-03-01 | 397.74021962591500 |
| 2016-04-01 | 402.56224188524806 |
| 2016-05-01 | 401.87545845008400 |
| 2016-06-01 | 403.14607472319800 |
| 2016-07-01 | 402.67863849415903 |
| 2016-08-01 | 401.44039168868403 |
| 2016-09-01 | 405.32358085026800 |
| 2016-10-01 | 405.24844051402600 |
| 2016-11-01 | 406.81894663538500 |
| 2016-12-01 | 407.76124151168800 |
| 2017-01-01 | 403.68290547302900 |
| 2017-02-01 | 405.54225035643896 |
| 2017-03-01 | 407.15640075354600 |
| 2017-04-01 | 403.98407323884805 |
| 2017-05-01 | 407.48617877018796 |
| 2017-06-01 | 407.77733459626404 |
| 2017-07-01 | 413.80769689596300 |
| 2017-08-01 | 414.95694222097700 |
| 2017-09-01 | 418.62797569994200 |
| 2017-10-01 | 415.88471258508906 |
| 2017-11-01 | 415.76443685258400 |
| 2017-12-01 | 416.24607421876800 |
| 2018-01-01 | 418.90090636948196 |
| 2018-02-01 | 420.22720242717696 |
| 2018-03-01 | 422.05188729620500 |
| 2018-04-01 | 425.76174539041600 |
| 2018-05-01 | 426.01056639045095 |
| 2018-06-01 | 427.02107107964997 |
| 2018-07-01 | 427.12930515689500 |
| 2018-08-01 | 430.44358741592004 |
| 2018-09-01 | 429.91422765899400 |
| 2018-10-01 | 433.00149323054603 |
| 2018-11-01 | 435.28560592745600 |
| 2018-12-01 | 436.40055847238600 |
| 2019-01-01 | 435.62570553382100 |
| 2019-02-01 | 436.85823625836400 |
| 2019-03-01 | 438.70494077126600 |
| 2019-04-01 | 436.07276120037300 |
| 2019-05-01 | 438.89965172592900 |
| 2019-06-01 | 440.26307880265900 |
| 2019-07-01 | 438.51140182447700 |
| 2019-08-01 | 440.22263175862395 |
| 2019-09-01 | 438.99680667612097 |
| 2019-10-01 | 436.20314824350896 |
| 2019-11-01 | 436.53182570688205 |
| 2019-12-01 | 435.55408498462600 |
| 2020-01-01 | 435.81790586562204 |
| 2020-02-01 | 433.57985560996900 |
| 2020-03-01 | 421.41679549842104 |
| 2020-04-01 | 357.57459721264803 |
| 2020-05-01 | 362.69976099173000 |
| 2020-06-01 | 370.64340935848100 |
| 2020-07-01 | 376.23362795241800 |
| 2020-08-01 | 379.46462717207100 |
| 2020-09-01 | 381.08993823301800 |
| 2020-10-01 | 389.88686614086305 |
| 2020-11-01 | 395.85140212509200 |
| 2020-12-01 | 399.19663362387000 |
| 2021-01-01 | 408.14353528292503 |
| 2021-02-01 | 414.00211399577796 |
| 2021-03-01 | 415.75708125966400 |
| 2021-04-01 | 415.10132925392196 |
| 2021-05-01 | 413.83738279819505 |
| 2021-06-01 | 410.06498618978895 |
| 2021-07-01 | 414.77638324098400 |
| 2021-08-01 | 414.93614896316103 |
| 2021-09-01 | 414.63858200064400 |
| 2021-10-01 | 429.66212249838094 |
| 2021-11-01 | 431.80112068965800 |
| 2021-12-01 | 433.41331378769200 |
| 2022-01-01 | 430.59016138745300 |
| 2022-02-01 | 436.36633425600500 |
| 2022-03-01 | 434.98459316093596 |
| 2022-04-01 | 440.11072068486100 |
| 2022-05-01 | 440.33598331453700 |
| 2022-06-01 | 437.07821337395796 |
| 2022-07-01 | 439.69477232600195 |
| 2022-08-01 | 438.98645269057800 |
| 2022-09-01 | 441.90273374239194 |
| 2022-10-01 | 442.27170987586504 |
| 2022-11-01 | 438.36995626242800 |
| 2022-12-01 | 436.80650351880400 |
| 2023-01-01 | 432.80925262107000 |
| 2023-02-01 | 427.93396152126000 |
| 2023-03-01 | 425.42002269604600 |
| 2023-04-01 | 425.78087470899500 |
| 2023-05-01 | 425.20106572384900 |
| 2023-06-01 | 421.30216880792700 |
| 2023-07-01 | 414.15200682144797 |
| 2023-08-01 | 416.12757565059900 |
| 2023-09-01 | 413.97306408952700 |
| 2023-10-01 | 412.23583608984495 |
| 2023-11-01 | 407.17788333308600 |
| 2023-12-01 | 409.18347217915000 |
| 2024-01-01 | 413.04794187431700 |
| 2024-02-01 | 412.47382801215895 |
| 2024-03-01 | 416.02778084846494 |
| 2024-04-01 | 410.73204754273300 |
| 2024-05-01 | 410.75870025127700 |
| 2024-06-01 | 411.48258866516500 |
| 2024-07-01 | 408.41216532415297 |
| 2024-08-01 | 408.93980207255200 |
| 2024-09-01 | 410.03789792863700 |
| 2024-10-01 | 407.64856053049100 |
| 2024-11-01 | 408.81490507769996 |
