Table Data - All Employees: Professional and Business Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806000000001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 10:39 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 | 721.063379003221 |
| 1990-02-01 | 722.555197549028 |
| 1990-03-01 | 724.163924115961 |
| 1990-04-01 | 721.354044086132 |
| 1990-05-01 | 720.369977153636 |
| 1990-06-01 | 718.199475216619 |
| 1990-07-01 | 716.681939790132 |
| 1990-08-01 | 714.079671535938 |
| 1990-09-01 | 711.566750444979 |
| 1990-10-01 | 713.238995136764 |
| 1990-11-01 | 711.834374007077 |
| 1990-12-01 | 710.186468905938 |
| 1991-01-01 | 702.108023051748 |
| 1991-02-01 | 697.295066601903 |
| 1991-03-01 | 692.044654780426 |
| 1991-04-01 | 689.544553014126 |
| 1991-05-01 | 688.125196578675 |
| 1991-06-01 | 683.203133211013 |
| 1991-07-01 | 685.438665658094 |
| 1991-08-01 | 687.186916360787 |
| 1991-09-01 | 686.441537812076 |
| 1991-10-01 | 681.676753130857 |
| 1991-11-01 | 680.025316690084 |
| 1991-12-01 | 679.888167814712 |
| 1992-01-01 | 680.861020420779 |
| 1992-02-01 | 663.724186966937 |
| 1992-03-01 | 667.167811724881 |
| 1992-04-01 | 667.509710631824 |
| 1992-05-01 | 667.851789544267 |
| 1992-06-01 | 669.570137571588 |
| 1992-07-01 | 670.663028809144 |
| 1992-08-01 | 668.823386751210 |
| 1992-09-01 | 668.022853761208 |
| 1992-10-01 | 674.580938577426 |
| 1992-11-01 | 676.233457037295 |
| 1992-12-01 | 675.868326158441 |
| 1993-01-01 | 682.682972746715 |
| 1993-02-01 | 680.429552608371 |
| 1993-03-01 | 679.707085465070 |
| 1993-04-01 | 681.595602392962 |
| 1993-05-01 | 683.182618134444 |
| 1993-06-01 | 682.863159854642 |
| 1993-07-01 | 686.140114216874 |
| 1993-08-01 | 686.699021574937 |
| 1993-09-01 | 688.009672501596 |
| 1993-10-01 | 668.370010275161 |
| 1993-11-01 | 669.862402947119 |
| 1993-12-01 | 674.906147103598 |
| 1994-01-01 | 679.569994155244 |
| 1994-02-01 | 683.754417971816 |
| 1994-03-01 | 689.203568935058 |
| 1994-04-01 | 686.799558006728 |
| 1994-05-01 | 684.970415251784 |
| 1994-06-01 | 685.652353943498 |
| 1994-07-01 | 684.349918941754 |
| 1994-08-01 | 684.690010891906 |
| 1994-09-01 | 690.480650716439 |
| 1994-10-01 | 691.458544051013 |
| 1994-11-01 | 695.549946840721 |
| 1994-12-01 | 699.792447542945 |
| 1995-01-01 | 700.732778545681 |
| 1995-02-01 | 706.171230237136 |
| 1995-03-01 | 707.734752984593 |
| 1995-04-01 | 710.945134428203 |
| 1995-05-01 | 713.147452328231 |
| 1995-06-01 | 716.787707093837 |
| 1995-07-01 | 705.975159160305 |
| 1995-08-01 | 711.443837038854 |
| 1995-09-01 | 713.187722900460 |
| 1995-10-01 | 709.602554141369 |
| 1995-11-01 | 715.117490828526 |
| 1995-12-01 | 714.226484963600 |
| 1996-01-01 | 714.537244319533 |
| 1996-02-01 | 714.250515001680 |
| 1996-03-01 | 718.960292692693 |
| 1996-04-01 | 718.827765954532 |
| 1996-05-01 | 725.718102640002 |
| 1996-06-01 | 726.639688975025 |
| 1996-07-01 | 730.943059871126 |
| 1996-08-01 | 731.330984047038 |
| 1996-09-01 | 733.281636099794 |
| 1996-10-01 | 737.046322757676 |
| 1996-11-01 | 739.415334757675 |
| 1996-12-01 | 741.952138917857 |
| 1997-01-01 | 731.490977056571 |
| 1997-02-01 | 734.862062741248 |
| 1997-03-01 | 738.306947104628 |
| 1997-04-01 | 752.826126099564 |
| 1997-05-01 | 757.564545095579 |
| 1997-06-01 | 761.655295175362 |
| 1997-07-01 | 762.294765189599 |
| 1997-08-01 | 766.099123526675 |
| 1997-09-01 | 766.423229646382 |
| 1997-10-01 | 777.281997922686 |
| 1997-11-01 | 779.093727903261 |
| 1997-12-01 | 782.935681574869 |
| 1998-01-01 | 790.416358852931 |
| 1998-02-01 | 795.740441255764 |
| 1998-03-01 | 798.249022304737 |
| 1998-04-01 | 805.109238930613 |
| 1998-05-01 | 806.886461702490 |
| 1998-06-01 | 808.960795049366 |
| 1998-07-01 | 814.702664567046 |
| 1998-08-01 | 817.436170362401 |
| 1998-09-01 | 816.337609045586 |
| 1998-10-01 | 815.684610420050 |
| 1998-11-01 | 816.629102553575 |
| 1998-12-01 | 817.679963869413 |
| 1999-01-01 | 795.512189838428 |
| 1999-02-01 | 792.850331049250 |
| 1999-03-01 | 794.806338626436 |
| 1999-04-01 | 817.198675937368 |
| 1999-05-01 | 817.853649094864 |
| 1999-06-01 | 821.897146365151 |
| 1999-07-01 | 826.084372879421 |
| 1999-08-01 | 824.249195477239 |
| 1999-09-01 | 829.640473669481 |
| 1999-10-01 | 830.162948240475 |
| 1999-11-01 | 836.563371383458 |
| 1999-12-01 | 842.718972164247 |
| 2000-01-01 | 827.844788383333 |
| 2000-02-01 | 832.044631129729 |
| 2000-03-01 | 831.316805226796 |
| 2000-04-01 | 841.231636207346 |
| 2000-05-01 | 839.105811703278 |
| 2000-06-01 | 843.457789496480 |
| 2000-07-01 | 846.959810675596 |
| 2000-08-01 | 848.854019917550 |
| 2000-09-01 | 851.250207650438 |
| 2000-10-01 | 852.862063214348 |
| 2000-11-01 | 853.272876453816 |
| 2000-12-01 | 851.792127750899 |
| 2001-01-01 | 852.757810006610 |
| 2001-02-01 | 853.015339730848 |
| 2001-03-01 | 851.427267367247 |
| 2001-04-01 | 841.426970638004 |
| 2001-05-01 | 847.381208442028 |
| 2001-06-01 | 842.270268738049 |
| 2001-07-01 | 839.061274949321 |
| 2001-08-01 | 839.184427853899 |
| 2001-09-01 | 835.290963127084 |
| 2001-10-01 | 832.676813751444 |
| 2001-11-01 | 828.555786486395 |
| 2001-12-01 | 827.438133366926 |
| 2002-01-01 | 829.770761221079 |
| 2002-02-01 | 828.007616898900 |
| 2002-03-01 | 829.096016565693 |
| 2002-04-01 | 829.899456789350 |
| 2002-05-01 | 830.726402425279 |
| 2002-06-01 | 829.071545779238 |
| 2002-07-01 | 827.311537578339 |
| 2002-08-01 | 827.296202270704 |
| 2002-09-01 | 827.920818273042 |
| 2002-10-01 | 829.779463530972 |
| 2002-11-01 | 828.899135495310 |
| 2002-12-01 | 828.429453850940 |
| 2003-01-01 | 823.784965896328 |
| 2003-02-01 | 821.033574145018 |
| 2003-03-01 | 821.233725803987 |
| 2003-04-01 | 819.365132824247 |
| 2003-05-01 | 818.231329938088 |
| 2003-06-01 | 816.614133158119 |
| 2003-07-01 | 814.865597717471 |
| 2003-08-01 | 815.632283551692 |
| 2003-09-01 | 812.994835160503 |
| 2003-10-01 | 812.400375760315 |
| 2003-11-01 | 812.366303204085 |
| 2003-12-01 | 813.472312523051 |
| 2004-01-01 | 811.048410084100 |
| 2004-02-01 | 811.388330704607 |
| 2004-03-01 | 812.828531887355 |
| 2004-04-01 | 815.115723812304 |
| 2004-05-01 | 819.770028956783 |
| 2004-06-01 | 821.399669958342 |
| 2004-07-01 | 826.402913194815 |
| 2004-08-01 | 823.685688856669 |
| 2004-09-01 | 820.933236560875 |
| 2004-10-01 | 826.797074501936 |
| 2004-11-01 | 829.594200636015 |
| 2004-12-01 | 830.184307366758 |
| 2005-01-01 | 836.718116782169 |
| 2005-02-01 | 836.072841230472 |
| 2005-03-01 | 833.806307086831 |
| 2005-04-01 | 839.482494399606 |
| 2005-05-01 | 840.018094049857 |
| 2005-06-01 | 840.711519871918 |
| 2005-07-01 | 843.297410443443 |
| 2005-08-01 | 844.537302984298 |
| 2005-09-01 | 847.791139984260 |
| 2005-10-01 | 848.689931528827 |
| 2005-11-01 | 851.766900550215 |
| 2005-12-01 | 853.475023440621 |
| 2006-01-01 | 861.815052444425 |
| 2006-02-01 | 863.937985959481 |
| 2006-03-01 | 865.542391727498 |
| 2006-04-01 | 868.993548323911 |
| 2006-05-01 | 871.579960508662 |
| 2006-06-01 | 876.683102866165 |
| 2006-07-01 | 878.544091986791 |
| 2006-08-01 | 880.364744443011 |
| 2006-09-01 | 881.381030544725 |
| 2006-10-01 | 884.034730085165 |
| 2006-11-01 | 883.945250020379 |
| 2006-12-01 | 881.878342618189 |
| 2007-01-01 | 880.767346222398 |
| 2007-02-01 | 881.780761657547 |
| 2007-03-01 | 884.179027302651 |
| 2007-04-01 | 874.104367963693 |
| 2007-05-01 | 876.477895465117 |
| 2007-06-01 | 878.757898236171 |
| 2007-07-01 | 878.101968318015 |
| 2007-08-01 | 877.997821366800 |
| 2007-09-01 | 878.511934787041 |
| 2007-10-01 | 876.255775227168 |
| 2007-11-01 | 876.140594034550 |
| 2007-12-01 | 877.082846663871 |
| 2008-01-01 | 862.003922786604 |
| 2008-02-01 | 863.041626394333 |
| 2008-03-01 | 862.383682311155 |
| 2008-04-01 | 860.630097334592 |
| 2008-05-01 | 857.843680771954 |
| 2008-06-01 | 853.049064186825 |
| 2008-07-01 | 852.607284865884 |
| 2008-08-01 | 847.095071886466 |
| 2008-09-01 | 841.747621229937 |
| 2008-10-01 | 832.665060877044 |
| 2008-11-01 | 822.714662892735 |
| 2008-12-01 | 815.222469537960 |
| 2009-01-01 | 804.868813624230 |
| 2009-02-01 | 792.924371121435 |
| 2009-03-01 | 784.348398967977 |
| 2009-04-01 | 772.120799262922 |
| 2009-05-01 | 769.606537561889 |
| 2009-06-01 | 763.003840179319 |
| 2009-07-01 | 756.234658688269 |
| 2009-08-01 | 753.122699720771 |
| 2009-09-01 | 751.064272586445 |
| 2009-10-01 | 756.741872600217 |
| 2009-11-01 | 757.269737486977 |
| 2009-12-01 | 755.211741817936 |
| 2010-01-01 | 763.560423191573 |
| 2010-02-01 | 762.230861412493 |
| 2010-03-01 | 761.651439602888 |
| 2010-04-01 | 768.116335287015 |
| 2010-05-01 | 769.228226977267 |
| 2010-06-01 | 771.799144693474 |
| 2010-07-01 | 770.575627919254 |
| 2010-08-01 | 771.645546315976 |
| 2010-09-01 | 769.150924636930 |
| 2010-10-01 | 783.773822366765 |
| 2010-11-01 | 781.665433164878 |
| 2010-12-01 | 781.012896996345 |
| 2011-01-01 | 782.794119347656 |
| 2011-02-01 | 784.372048336511 |
| 2011-03-01 | 783.417254739269 |
| 2011-04-01 | 781.407184200846 |
| 2011-05-01 | 782.680161069097 |
| 2011-06-01 | 785.039673386502 |
| 2011-07-01 | 792.475003941708 |
| 2011-08-01 | 790.869512659593 |
| 2011-09-01 | 796.496358709132 |
| 2011-10-01 | 795.915924030791 |
| 2011-11-01 | 796.685100197362 |
| 2011-12-01 | 800.176485757298 |
| 2012-01-01 | 802.838961117332 |
| 2012-02-01 | 810.224664776648 |
| 2012-03-01 | 816.399972659011 |
| 2012-04-01 | 821.764520042261 |
| 2012-05-01 | 826.724105102861 |
| 2012-06-01 | 832.166318276576 |
| 2012-07-01 | 830.823927383252 |
| 2012-08-01 | 832.024415579098 |
| 2012-09-01 | 835.568862861489 |
| 2012-10-01 | 839.389913904138 |
| 2012-11-01 | 844.348749748073 |
| 2012-12-01 | 847.006660842217 |
| 2013-01-01 | 841.518518844805 |
| 2013-02-01 | 846.206065062917 |
| 2013-03-01 | 847.776963738776 |
| 2013-04-01 | 852.218565786443 |
| 2013-05-01 | 855.468907248066 |
| 2013-06-01 | 856.605141942923 |
| 2013-07-01 | 859.826810059755 |
| 2013-08-01 | 865.067311000598 |
| 2013-09-01 | 865.993502988695 |
| 2013-10-01 | 867.375217195422 |
| 2013-11-01 | 872.087374081573 |
| 2013-12-01 | 872.342015477455 |
| 2014-01-01 | 876.003797264088 |
| 2014-02-01 | 874.183069995062 |
| 2014-03-01 | 875.671241857888 |
| 2014-04-01 | 872.276788673091 |
| 2014-05-01 | 874.175335951722 |
| 2014-06-01 | 873.127781235700 |
| 2014-07-01 | 869.409937647908 |
| 2014-08-01 | 873.903329389716 |
| 2014-09-01 | 873.226490264763 |
| 2014-10-01 | 873.077735008276 |
| 2014-11-01 | 873.077387051413 |
| 2014-12-01 | 876.152172160674 |
| 2015-01-01 | 875.738470957122 |
| 2015-02-01 | 878.002492479572 |
| 2015-03-01 | 878.355270933250 |
| 2015-04-01 | 882.214624579315 |
| 2015-05-01 | 882.668969983162 |
| 2015-06-01 | 884.134140694245 |
| 2015-07-01 | 886.813955188319 |
| 2015-08-01 | 886.414424608780 |
| 2015-09-01 | 886.786564777931 |
| 2015-10-01 | 895.590722217221 |
| 2015-11-01 | 892.390519332137 |
| 2015-12-01 | 893.890051025168 |
| 2016-01-01 | 901.141978303780 |
| 2016-02-01 | 903.245223468061 |
| 2016-03-01 | 895.678509532628 |
| 2016-04-01 | 902.700259725404 |
| 2016-05-01 | 902.503955627848 |
| 2016-06-01 | 902.060202522137 |
| 2016-07-01 | 904.898865662683 |
| 2016-08-01 | 904.865703444038 |
| 2016-09-01 | 909.905741491858 |
| 2016-10-01 | 909.752598028475 |
| 2016-11-01 | 911.706365844780 |
| 2016-12-01 | 911.087841047386 |
| 2017-01-01 | 906.917964819157 |
| 2017-02-01 | 909.278674674569 |
| 2017-03-01 | 911.436776305080 |
| 2017-04-01 | 908.980047021968 |
| 2017-05-01 | 914.701974447121 |
| 2017-06-01 | 918.036786103589 |
| 2017-07-01 | 924.031108328414 |
| 2017-08-01 | 926.484341332527 |
| 2017-09-01 | 930.748508094958 |
| 2017-10-01 | 927.613293204551 |
| 2017-11-01 | 927.610663880109 |
| 2017-12-01 | 930.142563415673 |
| 2018-01-01 | 935.852391524408 |
| 2018-02-01 | 935.877690067031 |
| 2018-03-01 | 939.675211981168 |
| 2018-04-01 | 945.426114612957 |
| 2018-05-01 | 945.232153660645 |
| 2018-06-01 | 950.802992917779 |
| 2018-07-01 | 951.655444556594 |
| 2018-08-01 | 955.394870490837 |
| 2018-09-01 | 957.197579586238 |
| 2018-10-01 | 963.848633897825 |
| 2018-11-01 | 966.516902015546 |
| 2018-12-01 | 969.529343712063 |
| 2019-01-01 | 969.254764234308 |
| 2019-02-01 | 973.480705894327 |
| 2019-03-01 | 975.327042017447 |
| 2019-04-01 | 973.104190308464 |
| 2019-05-01 | 975.198022865881 |
| 2019-06-01 | 978.163074903614 |
| 2019-07-01 | 978.860882781374 |
| 2019-08-01 | 981.192548689624 |
| 2019-09-01 | 979.734774105078 |
| 2019-10-01 | 978.566904023147 |
| 2019-11-01 | 982.691451136503 |
| 2019-12-01 | 981.998992072142 |
| 2020-01-01 | 985.067120024363 |
| 2020-02-01 | 987.371856094795 |
| 2020-03-01 | 968.439066952874 |
| 2020-04-01 | 854.860658357521 |
| 2020-05-01 | 865.462672786349 |
| 2020-06-01 | 875.415557132656 |
| 2020-07-01 | 882.283349272856 |
| 2020-08-01 | 886.315531723904 |
| 2020-09-01 | 887.653179096891 |
| 2020-10-01 | 907.115350916258 |
| 2020-11-01 | 913.136601568635 |
| 2020-12-01 | 917.247006678676 |
| 2021-01-01 | 928.901897903091 |
| 2021-02-01 | 936.730474227306 |
| 2021-03-01 | 941.006875290530 |
| 2021-04-01 | 944.338347000234 |
| 2021-05-01 | 945.886631506190 |
| 2021-06-01 | 940.455144871412 |
| 2021-07-01 | 953.121483833251 |
| 2021-08-01 | 952.342736153993 |
| 2021-09-01 | 951.356155086021 |
| 2021-10-01 | 976.201597368154 |
| 2021-11-01 | 981.196875835708 |
| 2021-12-01 | 982.929186798332 |
| 2022-01-01 | 980.672818312643 |
| 2022-02-01 | 993.284850263625 |
| 2022-03-01 | 995.662345884826 |
| 2022-04-01 | 1002.541717516630 |
| 2022-05-01 | 1003.909313642060 |
| 2022-06-01 | 1002.368128465310 |
| 2022-07-01 | 1003.704989696770 |
| 2022-08-01 | 1000.707411549730 |
| 2022-09-01 | 1005.497179955870 |
| 2022-10-01 | 1002.116455169620 |
| 2022-11-01 | 999.185545532775 |
| 2022-12-01 | 997.349071529085 |
| 2023-01-01 | 990.644194325964 |
| 2023-02-01 | 984.281197103536 |
| 2023-03-01 | 980.618324048406 |
| 2023-04-01 | 981.890825004047 |
| 2023-05-01 | 981.939399224170 |
| 2023-06-01 | 980.363060905079 |
| 2023-07-01 | 975.421971027446 |
| 2023-08-01 | 973.221906037373 |
| 2023-09-01 | 972.199217677878 |
| 2023-10-01 | 970.068827165612 |
| 2023-11-01 | 966.147550808559 |
| 2023-12-01 | 971.684117367758 |
| 2024-01-01 | 985.020359718337 |
| 2024-02-01 | 980.382719213878 |
| 2024-03-01 | 978.564133048147 |
| 2024-04-01 | 968.198934520123 |
| 2024-05-01 | 969.962167798780 |
| 2024-06-01 | 968.176250189257 |
| 2024-07-01 | 971.147267181284 |
| 2024-08-01 | 972.928415469705 |
| 2024-09-01 | 970.807110244158 |
| 2024-10-01 | 979.620833677506 |
| 2024-11-01 | 977.143278610593 |
| 2024-12-01 | 969.873011744483 |
| 2025-01-01 | 973.828840788197 |
| 2025-02-01 | 975.671173592147 |
| 2025-03-01 | 977.144499296073 |
| 2025-04-01 | 979.847125653525 |
| 2025-05-01 | 981.080785629234 |
| 2025-06-01 | 973.226932328002 |
| 2025-07-01 | 976.214389959697 |
| 2025-08-01 | 982.860711215618 |
| 2025-09-01 | 979.168928621832 |
| 2025-10-01 | 977.594467136365 |
| 2025-11-01 | 976.521478560368 |
| 2025-12-01 | 975.896817163230 |
| 2026-01-01 | 978.018416288081 |
| 2026-02-01 | 979.448025745999 |
| 2026-03-01 | 979.076255694186 |
| 2026-04-01 | 977.269314329799 |
| 2026-05-01 | 975.718071459309 |
| 2026-06-01 | 978.028171494047 |