Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Administrative and Support Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806056100001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 7:26 PM 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 | 292.460535555505 |
| 1990-02-01 | 293.254214606065 |
| 1990-03-01 | 294.991476442837 |
| 1990-04-01 | 289.516454768220 |
| 1990-05-01 | 291.800618121252 |
| 1990-06-01 | 289.380574867033 |
| 1990-07-01 | 286.163766042662 |
| 1990-08-01 | 286.189849149327 |
| 1990-09-01 | 285.035413758924 |
| 1990-10-01 | 281.894388765911 |
| 1990-11-01 | 282.444196235635 |
| 1990-12-01 | 281.792610789739 |
| 1991-01-01 | 274.201268591836 |
| 1991-02-01 | 270.634674059330 |
| 1991-03-01 | 266.490690913033 |
| 1991-04-01 | 264.272895249619 |
| 1991-05-01 | 262.113928414712 |
| 1991-06-01 | 260.723852909879 |
| 1991-07-01 | 260.878444619080 |
| 1991-08-01 | 260.452459115409 |
| 1991-09-01 | 260.534844320077 |
| 1991-10-01 | 259.986225995450 |
| 1991-11-01 | 260.103290497920 |
| 1991-12-01 | 261.351483100490 |
| 1992-01-01 | 255.281997513316 |
| 1992-02-01 | 253.892941276428 |
| 1992-03-01 | 256.549648244279 |
| 1992-04-01 | 259.677138721542 |
| 1992-05-01 | 260.631163067577 |
| 1992-06-01 | 262.340647565554 |
| 1992-07-01 | 264.631042766893 |
| 1992-08-01 | 264.995576142291 |
| 1992-09-01 | 266.235611566778 |
| 1992-10-01 | 269.211722331754 |
| 1992-11-01 | 270.139009091618 |
| 1992-12-01 | 272.079957920370 |
| 1993-01-01 | 282.267167251190 |
| 1993-02-01 | 281.132008035683 |
| 1993-03-01 | 281.535418911153 |
| 1993-04-01 | 280.141471635206 |
| 1993-05-01 | 281.937508196533 |
| 1993-06-01 | 283.050496108975 |
| 1993-07-01 | 286.645417030379 |
| 1993-08-01 | 288.727350364113 |
| 1993-09-01 | 289.318972435633 |
| 1993-10-01 | 272.177445883149 |
| 1993-11-01 | 273.452552467496 |
| 1993-12-01 | 277.176540430771 |
| 1994-01-01 | 283.433463541755 |
| 1994-02-01 | 287.527405359265 |
| 1994-03-01 | 290.229549573834 |
| 1994-04-01 | 287.540646829504 |
| 1994-05-01 | 288.522583670836 |
| 1994-06-01 | 289.000812724344 |
| 1994-07-01 | 289.122810621509 |
| 1994-08-01 | 290.178356184004 |
| 1994-09-01 | 293.444002800713 |
| 1994-10-01 | 295.983926965887 |
| 1994-11-01 | 299.515213103037 |
| 1994-12-01 | 302.655505178288 |
| 1995-01-01 | 300.015188833683 |
| 1995-02-01 | 304.764803829857 |
| 1995-03-01 | 305.234233719750 |
| 1995-04-01 | 309.189329583091 |
| 1995-05-01 | 311.376199800403 |
| 1995-06-01 | 312.842500809501 |
| 1995-07-01 | 305.575520807414 |
| 1995-08-01 | 311.748287300532 |
| 1995-09-01 | 312.431488836335 |
| 1995-10-01 | 308.322526973492 |
| 1995-11-01 | 312.940062214511 |
| 1995-12-01 | 311.833710583385 |
| 1996-01-01 | 314.801605247716 |
| 1996-02-01 | 313.334325307430 |
| 1996-03-01 | 316.917259761276 |
| 1996-04-01 | 317.553351835554 |
| 1996-05-01 | 320.152747728545 |
| 1996-06-01 | 322.257818674790 |
| 1996-07-01 | 324.588797996139 |
| 1996-08-01 | 324.674734337126 |
| 1996-09-01 | 326.498271506913 |
| 1996-10-01 | 330.722522270309 |
| 1996-11-01 | 332.167342947280 |
| 1996-12-01 | 335.416442836200 |
| 1997-01-01 | 324.057924225492 |
| 1997-02-01 | 325.191393269713 |
| 1997-03-01 | 328.256678397527 |
| 1997-04-01 | 331.817199473671 |
| 1997-05-01 | 333.454919784681 |
| 1997-06-01 | 337.226135306702 |
| 1997-07-01 | 339.270908356250 |
| 1997-08-01 | 343.707046773933 |
| 1997-09-01 | 345.606636710104 |
| 1997-10-01 | 348.230594060430 |
| 1997-11-01 | 350.909399585295 |
| 1997-12-01 | 353.052446989060 |
| 1998-01-01 | 353.661001645658 |
| 1998-02-01 | 356.453586287587 |
| 1998-03-01 | 355.651470899126 |
| 1998-04-01 | 356.009811985629 |
| 1998-05-01 | 362.074113142354 |
| 1998-06-01 | 360.965396304201 |
| 1998-07-01 | 362.766246169354 |
| 1998-08-01 | 367.514318699199 |
| 1998-09-01 | 365.789164980826 |
| 1998-10-01 | 365.279650458520 |
| 1998-11-01 | 365.568656752176 |
| 1998-12-01 | 367.032615638919 |
| 1999-01-01 | 348.462658776527 |
| 1999-02-01 | 350.318501653766 |
| 1999-03-01 | 354.115145300046 |
| 1999-04-01 | 368.382620798704 |
| 1999-05-01 | 369.463086988438 |
| 1999-06-01 | 371.198457808071 |
| 1999-07-01 | 372.345625654179 |
| 1999-08-01 | 373.793347179844 |
| 1999-09-01 | 376.769356581057 |
| 1999-10-01 | 377.997680976894 |
| 1999-11-01 | 382.740419303451 |
| 1999-12-01 | 386.419201017757 |
| 2000-01-01 | 375.288194630739 |
| 2000-02-01 | 377.251722623691 |
| 2000-03-01 | 378.800953996393 |
| 2000-04-01 | 384.523737316196 |
| 2000-05-01 | 381.898587117001 |
| 2000-06-01 | 383.013653757408 |
| 2000-07-01 | 385.970316954724 |
| 2000-08-01 | 385.424289321993 |
| 2000-09-01 | 386.700104331504 |
| 2000-10-01 | 387.856101512094 |
| 2000-11-01 | 387.228829772087 |
| 2000-12-01 | 384.391981077098 |
| 2001-01-01 | 383.092250750809 |
| 2001-02-01 | 382.876197525866 |
| 2001-03-01 | 381.119467727833 |
| 2001-04-01 | 373.846190539045 |
| 2001-05-01 | 375.371173997520 |
| 2001-06-01 | 373.249087000565 |
| 2001-07-01 | 372.147810622426 |
| 2001-08-01 | 372.031010768208 |
| 2001-09-01 | 372.812229178983 |
| 2001-10-01 | 365.274696796349 |
| 2001-11-01 | 362.355052534752 |
| 2001-12-01 | 362.801159661855 |
| 2002-01-01 | 367.216802287749 |
| 2002-02-01 | 363.704236366613 |
| 2002-03-01 | 365.731583317534 |
| 2002-04-01 | 367.357132952133 |
| 2002-05-01 | 369.707385405175 |
| 2002-06-01 | 369.723488093806 |
| 2002-07-01 | 367.454209149979 |
| 2002-08-01 | 367.376944347637 |
| 2002-09-01 | 367.891247860659 |
| 2002-10-01 | 369.097899166689 |
| 2002-11-01 | 368.007535111090 |
| 2002-12-01 | 369.611450442682 |
| 2003-01-01 | 363.835743299579 |
| 2003-02-01 | 361.757200799132 |
| 2003-03-01 | 360.342013615090 |
| 2003-04-01 | 360.590417330895 |
| 2003-05-01 | 359.793851548381 |
| 2003-06-01 | 359.441531739364 |
| 2003-07-01 | 359.346493547178 |
| 2003-08-01 | 360.724254130863 |
| 2003-09-01 | 359.332118028020 |
| 2003-10-01 | 359.779846072252 |
| 2003-11-01 | 360.304577951329 |
| 2003-12-01 | 361.976502386277 |
| 2004-01-01 | 362.683590759888 |
| 2004-02-01 | 364.382535431565 |
| 2004-03-01 | 365.638516050843 |
| 2004-04-01 | 364.793532928708 |
| 2004-05-01 | 366.185145940365 |
| 2004-06-01 | 367.030192346468 |
| 2004-07-01 | 369.739658731310 |
| 2004-08-01 | 367.453577499903 |
| 2004-09-01 | 364.156087179517 |
| 2004-10-01 | 367.962154606188 |
| 2004-11-01 | 369.466177604366 |
| 2004-12-01 | 369.589365795230 |
| 2005-01-01 | 371.209698439871 |
| 2005-02-01 | 370.564641080672 |
| 2005-03-01 | 370.071383896309 |
| 2005-04-01 | 374.039489609446 |
| 2005-05-01 | 371.656001130188 |
| 2005-06-01 | 372.539388580880 |
| 2005-07-01 | 374.006565833304 |
| 2005-08-01 | 374.723353799682 |
| 2005-09-01 | 376.856359846929 |
| 2005-10-01 | 376.506134157980 |
| 2005-11-01 | 377.815562530903 |
| 2005-12-01 | 379.292538797740 |
| 2006-01-01 | 384.625271458646 |
| 2006-02-01 | 386.070775939823 |
| 2006-03-01 | 388.109101041006 |
| 2006-04-01 | 390.848909293504 |
| 2006-05-01 | 392.810699258169 |
| 2006-06-01 | 395.188995236588 |
| 2006-07-01 | 395.110053000727 |
| 2006-08-01 | 395.680834851534 |
| 2006-09-01 | 395.641871311053 |
| 2006-10-01 | 397.055651752080 |
| 2006-11-01 | 396.277317539309 |
| 2006-12-01 | 394.929154039987 |
| 2007-01-01 | 393.638031339926 |
| 2007-02-01 | 395.043153035125 |
| 2007-03-01 | 396.581021805693 |
| 2007-04-01 | 388.394460491723 |
| 2007-05-01 | 386.513168886094 |
| 2007-06-01 | 386.893991157856 |
| 2007-07-01 | 387.066369291749 |
| 2007-08-01 | 385.959454148739 |
| 2007-09-01 | 386.924985921433 |
| 2007-10-01 | 383.222538655821 |
| 2007-11-01 | 382.840336406806 |
| 2007-12-01 | 381.437588918502 |
| 2008-01-01 | 374.922403333757 |
| 2008-02-01 | 375.668617264545 |
| 2008-03-01 | 374.513658179366 |
| 2008-04-01 | 372.352552580674 |
| 2008-05-01 | 369.388508395987 |
| 2008-06-01 | 367.020563037596 |
| 2008-07-01 | 365.897844771205 |
| 2008-08-01 | 362.056565727671 |
| 2008-09-01 | 358.070313826731 |
| 2008-10-01 | 350.525989365134 |
| 2008-11-01 | 343.691356072953 |
| 2008-12-01 | 338.357474095676 |
| 2009-01-01 | 331.051163465906 |
| 2009-02-01 | 325.200298671643 |
| 2009-03-01 | 321.243726420310 |
| 2009-04-01 | 316.080695496221 |
| 2009-05-01 | 314.569884123026 |
| 2009-06-01 | 311.561470104640 |
| 2009-07-01 | 308.155280912023 |
| 2009-08-01 | 306.938664157029 |
| 2009-09-01 | 307.032638346254 |
| 2009-10-01 | 309.385673928672 |
| 2009-11-01 | 310.107357626127 |
| 2009-12-01 | 311.452116192827 |
| 2010-01-01 | 324.130360636966 |
| 2010-02-01 | 322.577866003403 |
| 2010-03-01 | 322.640409639504 |
| 2010-04-01 | 324.890539418470 |
| 2010-05-01 | 325.619418104311 |
| 2010-06-01 | 326.434872819831 |
| 2010-07-01 | 325.999444573779 |
| 2010-08-01 | 326.786291474506 |
| 2010-09-01 | 325.208108289932 |
| 2010-10-01 | 332.552978729633 |
| 2010-11-01 | 329.701618807688 |
| 2010-12-01 | 329.258504637871 |
| 2011-01-01 | 330.684853376059 |
| 2011-02-01 | 330.911628016261 |
| 2011-03-01 | 329.482316930658 |
| 2011-04-01 | 328.158473209635 |
| 2011-05-01 | 328.541855450638 |
| 2011-06-01 | 329.685645450355 |
| 2011-07-01 | 330.325844727232 |
| 2011-08-01 | 327.587961434699 |
| 2011-09-01 | 330.794305755658 |
| 2011-10-01 | 330.074695496666 |
| 2011-11-01 | 329.404298288170 |
| 2011-12-01 | 331.947133911106 |
| 2012-01-01 | 335.276435198016 |
| 2012-02-01 | 340.305933751439 |
| 2012-03-01 | 344.076211111373 |
| 2012-04-01 | 347.048812440227 |
| 2012-05-01 | 348.287326879317 |
| 2012-06-01 | 351.827674749335 |
| 2012-07-01 | 349.889339515429 |
| 2012-08-01 | 349.431007858440 |
| 2012-09-01 | 351.165855856315 |
| 2012-10-01 | 350.703390513853 |
| 2012-11-01 | 356.036147086823 |
| 2012-12-01 | 356.291359097689 |
| 2013-01-01 | 355.789399019847 |
| 2013-02-01 | 357.781716371449 |
| 2013-03-01 | 358.532125839190 |
| 2013-04-01 | 360.782368150220 |
| 2013-05-01 | 362.633037658912 |
| 2013-06-01 | 362.872791998038 |
| 2013-07-01 | 363.634151792251 |
| 2013-08-01 | 366.746607625211 |
| 2013-09-01 | 366.800097854258 |
| 2013-10-01 | 365.656716380297 |
| 2013-11-01 | 372.995060170224 |
| 2013-12-01 | 370.490686116868 |
| 2014-01-01 | 371.682415020857 |
| 2014-02-01 | 368.225010890499 |
| 2014-03-01 | 369.893109339038 |
| 2014-04-01 | 370.173138701500 |
| 2014-05-01 | 371.079609576519 |
| 2014-06-01 | 369.846049610480 |
| 2014-07-01 | 371.243070121566 |
| 2014-08-01 | 372.686628392627 |
| 2014-09-01 | 372.975744514340 |
| 2014-10-01 | 373.588594800168 |
| 2014-11-01 | 373.412994691218 |
| 2014-12-01 | 374.241743619901 |
| 2015-01-01 | 374.032296031957 |
| 2015-02-01 | 375.698358585132 |
| 2015-03-01 | 376.267775167906 |
| 2015-04-01 | 376.320172187444 |
| 2015-05-01 | 377.111694507424 |
| 2015-06-01 | 378.222162394867 |
| 2015-07-01 | 379.127812607894 |
| 2015-08-01 | 378.920805366314 |
| 2015-09-01 | 379.509317014850 |
| 2015-10-01 | 384.031077139056 |
| 2015-11-01 | 381.189517584175 |
| 2015-12-01 | 384.237625473827 |
| 2016-01-01 | 386.463654800762 |
| 2016-02-01 | 386.951932292936 |
| 2016-03-01 | 383.268171422152 |
| 2016-04-01 | 388.010349600226 |
| 2016-05-01 | 387.258511341038 |
| 2016-06-01 | 388.353074862829 |
| 2016-07-01 | 387.898435543857 |
| 2016-08-01 | 386.555727786512 |
| 2016-09-01 | 390.482832897232 |
| 2016-10-01 | 390.241642919668 |
| 2016-11-01 | 391.640219450997 |
| 2016-12-01 | 392.522949142211 |
| 2017-01-01 | 388.530410364582 |
| 2017-02-01 | 389.997971835506 |
| 2017-03-01 | 391.532706348134 |
| 2017-04-01 | 388.796571905083 |
| 2017-05-01 | 392.098981843850 |
| 2017-06-01 | 392.373216820609 |
| 2017-07-01 | 398.573862122906 |
| 2017-08-01 | 399.695452990754 |
| 2017-09-01 | 403.617491865911 |
| 2017-10-01 | 400.781154763464 |
| 2017-11-01 | 400.652419379264 |
| 2017-12-01 | 401.394619084273 |
| 2018-01-01 | 403.984958346378 |
| 2018-02-01 | 405.469842924492 |
| 2018-03-01 | 407.121730994516 |
| 2018-04-01 | 409.457940750298 |
| 2018-05-01 | 409.723554534449 |
| 2018-06-01 | 410.715950948732 |
| 2018-07-01 | 410.603965260997 |
| 2018-08-01 | 413.788340285806 |
| 2018-09-01 | 413.223522321397 |
| 2018-10-01 | 416.279350056559 |
| 2018-11-01 | 418.651688336033 |
| 2018-12-01 | 419.638314666067 |
| 2019-01-01 | 418.663286403952 |
| 2019-02-01 | 419.790600759560 |
| 2019-03-01 | 421.594454238947 |
| 2019-04-01 | 419.106281218500 |
| 2019-05-01 | 421.712308621426 |
| 2019-06-01 | 423.338671630707 |
| 2019-07-01 | 421.441676859070 |
| 2019-08-01 | 422.808633025505 |
| 2019-09-01 | 421.846108302197 |
| 2019-10-01 | 418.754247043713 |
| 2019-11-01 | 419.171270086274 |
| 2019-12-01 | 418.197546002989 |
| 2020-01-01 | 418.750512639387 |
| 2020-02-01 | 416.134023084928 |
| 2020-03-01 | 404.233289920152 |
| 2020-04-01 | 341.267239961296 |
| 2020-05-01 | 346.465897325538 |
| 2020-06-01 | 354.716832353381 |
| 2020-07-01 | 360.206985079948 |
| 2020-08-01 | 362.295544693784 |
| 2020-09-01 | 364.434867685414 |
| 2020-10-01 | 372.876217383632 |
| 2020-11-01 | 378.953681464949 |
| 2020-12-01 | 382.343425296773 |
| 2021-01-01 | 391.189782376465 |
| 2021-02-01 | 397.008685103074 |
| 2021-03-01 | 398.608293739667 |
| 2021-04-01 | 398.195116836497 |
| 2021-05-01 | 396.941572516798 |
| 2021-06-01 | 394.316385331691 |
| 2021-07-01 | 398.795621408116 |
| 2021-08-01 | 397.400898402259 |
| 2021-09-01 | 398.033931723024 |
| 2021-10-01 | 412.312556385211 |
| 2021-11-01 | 414.699601449388 |
| 2021-12-01 | 415.935269241200 |
| 2022-01-01 | 413.454952686305 |
| 2022-02-01 | 419.057738598180 |
| 2022-03-01 | 417.315719919645 |
| 2022-04-01 | 422.249165988653 |
| 2022-05-01 | 422.309893786421 |
| 2022-06-01 | 420.627595762737 |
| 2022-07-01 | 423.469128360147 |
| 2022-08-01 | 419.994768893891 |
| 2022-09-01 | 424.316795762361 |
| 2022-10-01 | 423.783822686693 |
| 2022-11-01 | 420.608080707152 |
| 2022-12-01 | 417.952866135635 |
| 2023-01-01 | 414.608589576599 |
| 2023-02-01 | 408.980394241437 |
| 2023-03-01 | 405.645663709287 |
| 2023-04-01 | 405.536218700170 |
| 2023-05-01 | 404.794789640972 |
| 2023-06-01 | 403.248535599297 |
| 2023-07-01 | 399.304909004400 |
| 2023-08-01 | 397.890759875311 |
| 2023-09-01 | 397.134453646614 |
| 2023-10-01 | 395.147375342288 |
| 2023-11-01 | 393.580382985207 |
| 2023-12-01 | 394.394636869848 |
| 2024-01-01 | 401.674213383715 |
| 2024-02-01 | 398.086387117807 |
| 2024-03-01 | 398.658989556556 |
| 2024-04-01 | 396.499468094874 |
| 2024-05-01 | 397.562104877655 |
| 2024-06-01 | 396.723275000065 |
| 2024-07-01 | 392.578608643943 |
| 2024-08-01 | 396.254756720842 |
| 2024-09-01 | 394.694628527061 |
| 2024-10-01 | 396.113646110262 |
| 2024-11-01 | 395.209462404148 |
| 2024-12-01 | 393.887392921683 |
| 2025-01-01 | 391.751369729498 |
| 2025-02-01 | 391.653424260661 |
| 2025-03-01 | 392.795698922119 |
| 2025-04-01 | 392.907518294707 |
| 2025-05-01 | 391.985043674429 |
| 2025-06-01 | 388.885926517300 |
| 2025-07-01 | 388.583059854253 |
| 2025-08-01 | 391.210878190900 |
| 2025-09-01 | 392.463732105050 |
| 2025-10-01 | 391.068058607453 |
| 2025-11-01 | 390.950861953549 |
| 2025-12-01 | 393.292625902300 |
| 2026-01-01 | 392.519684338428 |
| 2026-02-01 | 391.500036001654 |
| 2026-03-01 | 392.001089018092 |
| 2026-04-01 | 391.743368127948 |
| 2026-05-01 | 389.134279916789 |
| 2026-06-01 | 395.269718064096 |
| 2026-07-01 | 391.418418946831 |