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 2024-08-01 |
| Last Updated | 2024-09-21 7:06 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 | 314.79355314502897 |
| 1990-02-01 | 315.62809356916800 |
| 1990-03-01 | 315.71204214932203 |
| 1990-04-01 | 317.99416277650000 |
| 1990-05-01 | 314.88786468895400 |
| 1990-06-01 | 315.28550478502996 |
| 1990-07-01 | 315.35040361170800 |
| 1990-08-01 | 312.47811496226603 |
| 1990-09-01 | 310.66617876432900 |
| 1990-10-01 | 317.38940080571996 |
| 1990-11-01 | 315.68401829571604 |
| 1990-12-01 | 315.05458342504000 |
| 1991-01-01 | 315.39534679351700 |
| 1991-02-01 | 314.44180550593603 |
| 1991-03-01 | 312.76943889715000 |
| 1991-04-01 | 311.70654909700403 |
| 1991-05-01 | 312.76021530009300 |
| 1991-06-01 | 308.91425112067100 |
| 1991-07-01 | 308.12747272762200 |
| 1991-08-01 | 309.88457757122700 |
| 1991-09-01 | 307.36594095859700 |
| 1991-10-01 | 305.27356312268904 |
| 1991-11-01 | 302.56560836986300 |
| 1991-12-01 | 300.34415880271000 |
| 1992-01-01 | 289.48089385239700 |
| 1992-02-01 | 293.82071097164200 |
| 1992-03-01 | 292.57432080073900 |
| 1992-04-01 | 289.90190719850100 |
| 1992-05-01 | 288.37132772122300 |
| 1992-06-01 | 287.96590322719600 |
| 1992-07-01 | 285.44558700294500 |
| 1992-08-01 | 283.06803437840500 |
| 1992-09-01 | 280.68394840982700 |
| 1992-10-01 | 285.49300633411000 |
| 1992-11-01 | 285.25860243183300 |
| 1992-12-01 | 282.93949550396303 |
| 1993-01-01 | 281.08927326550200 |
| 1993-02-01 | 280.55171100832600 |
| 1993-03-01 | 278.22677841057800 |
| 1993-04-01 | 284.19967627928000 |
| 1993-05-01 | 283.30061679481400 |
| 1993-06-01 | 281.41282289785100 |
| 1993-07-01 | 281.67572654408300 |
| 1993-08-01 | 280.46051718947700 |
| 1993-09-01 | 279.89306061210000 |
| 1993-10-01 | 279.47722408613700 |
| 1993-11-01 | 279.30813959268903 |
| 1993-12-01 | 279.91922845433500 |
| 1994-01-01 | 279.10707790583100 |
| 1994-02-01 | 278.77416833963600 |
| 1994-03-01 | 279.50248977783900 |
| 1994-04-01 | 280.13286261813400 |
| 1994-05-01 | 275.97102923187400 |
| 1994-06-01 | 276.12878374183700 |
| 1994-07-01 | 275.29982734684700 |
| 1994-08-01 | 275.66380157135200 |
| 1994-09-01 | 277.44378116833303 |
| 1994-10-01 | 276.43179497438800 |
| 1994-11-01 | 276.44980544738000 |
| 1994-12-01 | 277.33432509332900 |
| 1995-01-01 | 279.38486985819400 |
| 1995-02-01 | 280.28092860633900 |
| 1995-03-01 | 280.05449025833000 |
| 1995-04-01 | 278.68559447821700 |
| 1995-05-01 | 277.76446751360500 |
| 1995-06-01 | 278.13010867908500 |
| 1995-07-01 | 276.31043459788300 |
| 1995-08-01 | 276.65862792748500 |
| 1995-09-01 | 277.10457731295200 |
| 1995-10-01 | 277.65402722278300 |
| 1995-11-01 | 277.81897958593000 |
| 1995-12-01 | 277.62540123724900 |
| 1996-01-01 | 273.22059538045600 |
| 1996-02-01 | 274.63116859057900 |
| 1996-03-01 | 274.78352596214600 |
| 1996-04-01 | 274.68970912125500 |
| 1996-05-01 | 277.74688054298304 |
| 1996-06-01 | 275.27283849721300 |
| 1996-07-01 | 278.56342402585300 |
| 1996-08-01 | 279.32574677962800 |
| 1996-09-01 | 278.59771517376000 |
| 1996-10-01 | 279.10454090610700 |
| 1996-11-01 | 279.76325094948600 |
| 1996-12-01 | 278.84551494084700 |
| 1997-01-01 | 280.33846995320204 |
| 1997-02-01 | 282.13606153776900 |
| 1997-03-01 | 282.63769596195600 |
| 1997-04-01 | 290.51425139868900 |
| 1997-05-01 | 292.59759879442500 |
| 1997-06-01 | 292.14651044144796 |
| 1997-07-01 | 291.90676858224200 |
| 1997-08-01 | 291.87670658967000 |
| 1997-09-01 | 289.74093001094800 |
| 1997-10-01 | 295.58265443826500 |
| 1997-11-01 | 294.22538513898800 |
| 1997-12-01 | 295.51975781552600 |
| 1998-01-01 | 300.38823147492100 |
| 1998-02-01 | 301.38664853443000 |
| 1998-03-01 | 304.57287036108400 |
| 1998-04-01 | 312.24265422515000 |
| 1998-05-01 | 305.18639178412700 |
| 1998-06-01 | 307.98809217146600 |
| 1998-07-01 | 310.99899654230100 |
| 1998-08-01 | 308.83254350436500 |
| 1998-09-01 | 308.62236457227300 |
| 1998-10-01 | 308.21138094648700 |
| 1998-11-01 | 309.09457785188000 |
| 1998-12-01 | 309.03830669856700 |
| 1999-01-01 | 307.73385110151300 |
| 1999-02-01 | 302.26242780370100 |
| 1999-03-01 | 300.58464961407900 |
| 1999-04-01 | 309.05388892089803 |
| 1999-05-01 | 308.57660290079300 |
| 1999-06-01 | 309.73853568012004 |
| 1999-07-01 | 311.69685085004300 |
| 1999-08-01 | 311.32482267403900 |
| 1999-09-01 | 312.99117914606200 |
| 1999-10-01 | 312.09152772954800 |
| 1999-11-01 | 312.91653182963904 |
| 1999-12-01 | 316.06384161995000 |
| 2000-01-01 | 312.55661852425300 |
| 2000-02-01 | 312.99245256302800 |
| 2000-03-01 | 311.33690052215500 |
| 2000-04-01 | 314.96377808972800 |
| 2000-05-01 | 315.27163831137000 |
| 2000-06-01 | 317.38626431065603 |
| 2000-07-01 | 318.24323290095900 |
| 2000-08-01 | 320.04874640816400 |
| 2000-09-01 | 321.40259277265596 |
| 2000-10-01 | 323.45375135277400 |
| 2000-11-01 | 324.16940948912900 |
| 2000-12-01 | 326.42845982540797 |
| 2001-01-01 | 327.45089652474700 |
| 2001-02-01 | 326.00266255376704 |
| 2001-03-01 | 327.08452493551100 |
| 2001-04-01 | 326.48834498482500 |
| 2001-05-01 | 328.15190987651700 |
| 2001-06-01 | 326.21327909803300 |
| 2001-07-01 | 324.59661268034097 |
| 2001-08-01 | 325.36264106476100 |
| 2001-09-01 | 322.00084082933000 |
| 2001-10-01 | 324.47160913269500 |
| 2001-11-01 | 323.77974502373100 |
| 2001-12-01 | 323.26239610731400 |
| 2002-01-01 | 322.37522538453500 |
| 2002-02-01 | 323.62161080083000 |
| 2002-03-01 | 323.76571564654400 |
| 2002-04-01 | 325.12655139754300 |
| 2002-05-01 | 322.94652411678800 |
| 2002-06-01 | 321.97321381383000 |
| 2002-07-01 | 322.18562290064000 |
| 2002-08-01 | 323.08902551783297 |
| 2002-09-01 | 323.49197648641700 |
| 2002-10-01 | 324.46764336100500 |
| 2002-11-01 | 324.70986223802396 |
| 2002-12-01 | 325.15302255344000 |
| 2003-01-01 | 326.51861946733004 |
| 2003-02-01 | 326.08836208623103 |
| 2003-03-01 | 328.92264273557600 |
| 2003-04-01 | 327.65881929378800 |
| 2003-05-01 | 327.10291300301900 |
| 2003-06-01 | 326.92473657280203 |
| 2003-07-01 | 326.50204211621497 |
| 2003-08-01 | 326.30701267346100 |
| 2003-09-01 | 326.05099503619704 |
| 2003-10-01 | 325.42322408760600 |
| 2003-11-01 | 325.51119764221000 |
| 2003-12-01 | 327.09316379423700 |
| 2004-01-01 | 325.42218740644597 |
| 2004-02-01 | 324.26676051260000 |
| 2004-03-01 | 325.93116731805100 |
| 2004-04-01 | 328.50019197165904 |
| 2004-05-01 | 330.11522328519300 |
| 2004-06-01 | 331.08118825120204 |
| 2004-07-01 | 333.38714907341800 |
| 2004-08-01 | 333.62418275980600 |
| 2004-09-01 | 334.85050705303100 |
| 2004-10-01 | 336.51253034781600 |
| 2004-11-01 | 338.24915314285800 |
| 2004-12-01 | 339.88153626884200 |
| 2005-01-01 | 342.93177312373700 |
| 2005-02-01 | 343.41561377442700 |
| 2005-03-01 | 343.49360491905600 |
| 2005-04-01 | 345.53890821626000 |
| 2005-05-01 | 347.96052312836500 |
| 2005-06-01 | 348.76284294154505 |
| 2005-07-01 | 350.65209501698700 |
| 2005-08-01 | 351.98972998445300 |
| 2005-09-01 | 354.09411988973900 |
| 2005-10-01 | 355.42063422783303 |
| 2005-11-01 | 357.39196193003500 |
| 2005-12-01 | 359.49844274581596 |
| 2006-01-01 | 361.14195658533500 |
| 2006-02-01 | 363.52864786439596 |
| 2006-03-01 | 364.34528081588500 |
| 2006-04-01 | 365.20822356947406 |
| 2006-05-01 | 364.73579789931600 |
| 2006-06-01 | 368.93812758046800 |
| 2006-07-01 | 370.10691347030405 |
| 2006-08-01 | 371.77236235026800 |
| 2006-09-01 | 373.02386311934197 |
| 2006-10-01 | 373.78995486956600 |
| 2006-11-01 | 374.46022891853500 |
| 2006-12-01 | 374.86186473712100 |
| 2007-01-01 | 376.64557471720600 |
| 2007-02-01 | 378.28295593316597 |
| 2007-03-01 | 379.53311777716700 |
| 2007-04-01 | 378.60433321332000 |
| 2007-05-01 | 380.65133069693700 |
| 2007-06-01 | 383.39495169967904 |
| 2007-07-01 | 383.39903474159400 |
| 2007-08-01 | 384.57309026565900 |
| 2007-09-01 | 384.33433331899903 |
| 2007-10-01 | 384.74539197708503 |
| 2007-11-01 | 384.64577751094300 |
| 2007-12-01 | 388.26766388497500 |
| 2008-01-01 | 381.07073832322897 |
| 2008-02-01 | 382.90735688365600 |
| 2008-03-01 | 383.60239312085500 |
| 2008-04-01 | 384.89813744397800 |
| 2008-05-01 | 383.32166837569395 |
| 2008-06-01 | 381.39739156731900 |
| 2008-07-01 | 381.74871089326900 |
| 2008-08-01 | 380.07255392305100 |
| 2008-09-01 | 379.26121848120300 |
| 2008-10-01 | 376.19938573957400 |
| 2008-11-01 | 373.17517634132200 |
| 2008-12-01 | 372.34437144512900 |
| 2009-01-01 | 369.75690805141800 |
| 2009-02-01 | 365.45027362397200 |
| 2009-03-01 | 362.21517599722506 |
| 2009-04-01 | 356.55963124330200 |
| 2009-05-01 | 354.37341198858400 |
| 2009-06-01 | 351.51670554574100 |
| 2009-07-01 | 347.02407284542000 |
| 2009-08-01 | 345.04288084121805 |
| 2009-09-01 | 342.75409615578604 |
| 2009-10-01 | 344.18379124705400 |
| 2009-11-01 | 344.17761076364997 |
| 2009-12-01 | 342.36751954434203 |
| 2010-01-01 | 341.65667915112400 |
| 2010-02-01 | 342.68021612782100 |
| 2010-03-01 | 342.66749930284700 |
| 2010-04-01 | 347.05284035447000 |
| 2010-05-01 | 345.58086286476600 |
| 2010-06-01 | 346.29337068198197 |
| 2010-07-01 | 345.94783302162400 |
| 2010-08-01 | 346.01069273439600 |
| 2010-09-01 | 344.68958489970197 |
| 2010-10-01 | 349.42221843021000 |
| 2010-11-01 | 349.99606776833700 |
| 2010-12-01 | 350.58153419708300 |
| 2011-01-01 | 352.60999856149397 |
| 2011-02-01 | 354.17218237854894 |
| 2011-03-01 | 354.63455961904700 |
| 2011-04-01 | 353.49858625207500 |
| 2011-05-01 | 353.04445009024200 |
| 2011-06-01 | 353.75815819119500 |
| 2011-07-01 | 359.70830651190806 |
| 2011-08-01 | 360.34978141202697 |
| 2011-09-01 | 362.57310432087900 |
| 2011-10-01 | 359.63451846326400 |
| 2011-11-01 | 361.93453089110903 |
| 2011-12-01 | 363.26794084470595 |
| 2012-01-01 | 364.08222636681400 |
| 2012-02-01 | 366.37903150526400 |
| 2012-03-01 | 368.77018340391294 |
| 2012-04-01 | 371.49546305016600 |
| 2012-05-01 | 374.34683043595500 |
| 2012-06-01 | 375.96881564484500 |
| 2012-07-01 | 376.40238971739500 |
| 2012-08-01 | 377.70390972457903 |
| 2012-09-01 | 379.32358718213305 |
| 2012-10-01 | 380.04295913738800 |
| 2012-11-01 | 381.33782838415200 |
| 2012-12-01 | 383.69358561794800 |
| 2013-01-01 | 378.98398321291097 |
| 2013-02-01 | 381.28558485823800 |
| 2013-03-01 | 383.52371590050797 |
| 2013-04-01 | 385.20288224794604 |
| 2013-05-01 | 386.22782789101900 |
| 2013-06-01 | 386.29775218066500 |
| 2013-07-01 | 388.78718495752400 |
| 2013-08-01 | 390.24745165714300 |
| 2013-09-01 | 391.37340328848900 |
| 2013-10-01 | 391.64324522691900 |
| 2013-11-01 | 391.31797683500196 |
| 2013-12-01 | 392.66976341034300 |
| 2014-01-01 | 394.91882808084506 |
| 2014-02-01 | 396.55569102499396 |
| 2014-03-01 | 396.76742366933700 |
| 2014-04-01 | 393.08783016047700 |
| 2014-05-01 | 394.24556559506203 |
| 2014-06-01 | 394.60104330576400 |
| 2014-07-01 | 390.91968999537400 |
| 2014-08-01 | 392.97280159025496 |
| 2014-09-01 | 392.26842228204400 |
| 2014-10-01 | 389.02018054497000 |
| 2014-11-01 | 391.78570590871300 |
| 2014-12-01 | 392.88547097093900 |
| 2015-01-01 | 392.81307009143100 |
| 2015-02-01 | 393.42572642671996 |
| 2015-03-01 | 393.55068478205100 |
| 2015-04-01 | 396.90284243752000 |
| 2015-05-01 | 396.38924734476996 |
| 2015-06-01 | 395.90808393581100 |
| 2015-07-01 | 398.97889127670305 |
| 2015-08-01 | 398.08879816877600 |
| 2015-09-01 | 397.84008121724600 |
| 2015-10-01 | 400.68783734013200 |
| 2015-11-01 | 402.00498987743400 |
| 2015-12-01 | 399.85712565306000 |
| 2016-01-01 | 405.03725829566600 |
| 2016-02-01 | 406.40769698986503 |
| 2016-03-01 | 403.20823235840500 |
| 2016-04-01 | 404.21571790463700 |
| 2016-05-01 | 404.45615097151100 |
| 2016-06-01 | 401.99400638962200 |
| 2016-07-01 | 405.50164658814697 |
| 2016-08-01 | 406.11098002762700 |
| 2016-09-01 | 407.01902884203105 |
| 2016-10-01 | 405.75538921480600 |
| 2016-11-01 | 407.16490758364500 |
| 2016-12-01 | 404.74952945120100 |
| 2017-01-01 | 404.50929446656800 |
| 2017-02-01 | 405.28802770114800 |
| 2017-03-01 | 406.04302493921900 |
| 2017-04-01 | 406.52976571323000 |
| 2017-05-01 | 408.06828091285700 |
| 2017-06-01 | 410.02430286190900 |
| 2017-07-01 | 410.53226367078696 |
| 2017-08-01 | 411.66182404292505 |
| 2017-09-01 | 412.22059244750704 |
| 2017-10-01 | 411.76827797011100 |
| 2017-11-01 | 411.83812303648597 |
| 2017-12-01 | 413.73931129035105 |
| 2018-01-01 | 415.83105574998000 |
| 2018-02-01 | 414.91201134380896 |
| 2018-03-01 | 416.49837425706300 |
| 2018-04-01 | 417.81261773661697 |
| 2018-05-01 | 416.93022864078300 |
| 2018-06-01 | 420.33032659564200 |
| 2018-07-01 | 421.07238565618400 |
| 2018-08-01 | 421.04676071545700 |
| 2018-09-01 | 423.33580986326103 |
| 2018-10-01 | 426.60497542214597 |
| 2018-11-01 | 426.51330836557196 |
| 2018-12-01 | 427.92953001903200 |
| 2019-01-01 | 427.30218503618400 |
| 2019-02-01 | 430.68810100267996 |
| 2019-03-01 | 430.63381084182400 |
| 2019-04-01 | 430.24179191732400 |
| 2019-05-01 | 429.44631651073996 |
| 2019-06-01 | 430.80133078023100 |
| 2019-07-01 | 433.59037543185600 |
| 2019-08-01 | 434.95391336230200 |
| 2019-09-01 | 435.47757552486200 |
| 2019-10-01 | 437.90193010041500 |
| 2019-11-01 | 441.17358795466100 |
| 2019-12-01 | 441.62683457912700 |
| 2020-01-01 | 443.09064828291100 |
| 2020-02-01 | 448.03050943396400 |
| 2020-03-01 | 441.66371557114700 |
| 2020-04-01 | 399.92822634481200 |
| 2020-05-01 | 406.34931986258795 |
| 2020-06-01 | 407.31942590187600 |
| 2020-07-01 | 406.50281672972295 |
| 2020-08-01 | 408.05236687621806 |
| 2020-09-01 | 408.43760222904405 |
| 2020-10-01 | 418.88633264392800 |
| 2020-11-01 | 418.92939640072996 |
| 2020-12-01 | 420.80549167845100 |
| 2021-01-01 | 422.70195457044700 |
| 2021-02-01 | 423.96973311480800 |
| 2021-03-01 | 426.35117414311200 |
| 2021-04-01 | 428.93420074956200 |
| 2021-05-01 | 431.65538772988300 |
| 2021-06-01 | 428.58221495404200 |
| 2021-07-01 | 435.87972147287695 |
| 2021-08-01 | 437.26328202772100 |
| 2021-09-01 | 437.06573437257800 |
| 2021-10-01 | 447.77545974714894 |
| 2021-11-01 | 450.05437817829100 |
| 2021-12-01 | 450.84351182221200 |
| 2022-01-01 | 450.27285827181800 |
| 2022-02-01 | 455.69066493036500 |
| 2022-03-01 | 459.48335394886595 |
| 2022-04-01 | 460.02749773720200 |
| 2022-05-01 | 460.88048273769000 |
| 2022-06-01 | 460.56003221063200 |
| 2022-07-01 | 459.24661165879800 |
| 2022-08-01 | 460.44315950952904 |
| 2022-09-01 | 462.71245041325500 |
| 2022-10-01 | 461.62025005100600 |
| 2022-11-01 | 461.86824939476600 |
| 2022-12-01 | 462.69121555861200 |
| 2023-01-01 | 458.61946749515600 |
| 2023-02-01 | 456.48482657661300 |
| 2023-03-01 | 455.62418607577905 |
| 2023-04-01 | 456.18486515303000 |
| 2023-05-01 | 456.22970753612196 |
| 2023-06-01 | 455.69012307130697 |
| 2023-07-01 | 454.18848928928700 |
| 2023-08-01 | 454.13648331868400 |
| 2023-09-01 | 454.17510786050400 |
| 2023-10-01 | 453.89737016370600 |
| 2023-11-01 | 452.81715829554300 |
| 2023-12-01 | 453.79658103856200 |
| 2024-01-01 | 457.46235984717500 |
| 2024-02-01 | 455.40068950342300 |
| 2024-03-01 | 453.28701584962600 |
| 2024-04-01 | 449.40686825455300 |
| 2024-05-01 | 451.38245925515500 |
| 2024-06-01 | 453.32523854012800 |
| 2024-07-01 | 455.48773010298700 |
| 2024-08-01 | 453.80209571542500 |
