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 2024-10-01 |
| Last Updated | 2024-11-20 5:57 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 | 721.1499461832609 |
| 1990-02-01 | 722.5712755001861 |
| 1990-03-01 | 724.1522108752230 |
| 1990-04-01 | 721.3560353779870 |
| 1990-05-01 | 720.3179082381030 |
| 1990-06-01 | 718.4013407744150 |
| 1990-07-01 | 716.6439493119710 |
| 1990-08-01 | 714.0348250634520 |
| 1990-09-01 | 711.4869696362800 |
| 1990-10-01 | 713.1109957087621 |
| 1990-11-01 | 711.6659474955380 |
| 1990-12-01 | 710.4076597011000 |
| 1991-01-01 | 701.1691144729269 |
| 1991-02-01 | 696.3140387906170 |
| 1991-03-01 | 691.0361154120509 |
| 1991-04-01 | 688.5397812081630 |
| 1991-05-01 | 687.0750626334380 |
| 1991-06-01 | 682.3700942192510 |
| 1991-07-01 | 684.3056507945790 |
| 1991-08-01 | 686.1448692599520 |
| 1991-09-01 | 685.3739281170350 |
| 1991-10-01 | 680.5782451241860 |
| 1991-11-01 | 678.8867533463780 |
| 1991-12-01 | 679.0845796719770 |
| 1992-01-01 | 679.9076397672001 |
| 1992-02-01 | 662.8578724362350 |
| 1992-03-01 | 666.2601870998590 |
| 1992-04-01 | 666.5066645051480 |
| 1992-05-01 | 666.9045191417700 |
| 1992-06-01 | 668.7177026114800 |
| 1992-07-01 | 669.6279775178060 |
| 1992-08-01 | 667.6782149638690 |
| 1992-09-01 | 666.9651033719219 |
| 1992-10-01 | 673.5162243181479 |
| 1992-11-01 | 675.1396041002170 |
| 1992-12-01 | 675.0878096944420 |
| 1993-01-01 | 681.7176798259179 |
| 1993-02-01 | 679.4794487068040 |
| 1993-03-01 | 678.7033168941740 |
| 1993-04-01 | 680.6045602839811 |
| 1993-05-01 | 682.1317563623201 |
| 1993-06-01 | 681.9800705615120 |
| 1993-07-01 | 685.1069291423000 |
| 1993-08-01 | 685.5568161419380 |
| 1993-09-01 | 686.9596379115920 |
| 1993-10-01 | 667.3368556545330 |
| 1993-11-01 | 668.9067420416670 |
| 1993-12-01 | 673.9620583152230 |
| 1994-01-01 | 678.5904042969720 |
| 1994-02-01 | 682.8151592914660 |
| 1994-03-01 | 688.3095908457680 |
| 1994-04-01 | 685.8163093132599 |
| 1994-05-01 | 683.9108941921510 |
| 1994-06-01 | 684.7454958611261 |
| 1994-07-01 | 683.3145501652840 |
| 1994-08-01 | 683.6573965977700 |
| 1994-09-01 | 689.5328607720720 |
| 1994-10-01 | 690.5592957679700 |
| 1994-11-01 | 694.6205019180400 |
| 1994-12-01 | 698.8970145121609 |
| 1995-01-01 | 699.8453273589470 |
| 1995-02-01 | 705.3360426436329 |
| 1995-03-01 | 706.8488725741800 |
| 1995-04-01 | 710.0724995830760 |
| 1995-05-01 | 712.2846486048591 |
| 1995-06-01 | 715.9556515398990 |
| 1995-07-01 | 704.9426892916600 |
| 1995-08-01 | 710.5208022187489 |
| 1995-09-01 | 712.2426978466810 |
| 1995-10-01 | 708.7168016792130 |
| 1995-11-01 | 714.1918349806351 |
| 1995-12-01 | 713.3225105112430 |
| 1996-01-01 | 713.7463571792171 |
| 1996-02-01 | 713.5084892030550 |
| 1996-03-01 | 718.1785279033010 |
| 1996-04-01 | 718.0577809037530 |
| 1996-05-01 | 724.8543876312200 |
| 1996-06-01 | 725.8089101153780 |
| 1996-07-01 | 730.0954297587120 |
| 1996-08-01 | 730.4185304286839 |
| 1996-09-01 | 732.4369933567219 |
| 1996-10-01 | 736.1666576374339 |
| 1996-11-01 | 738.5949151244500 |
| 1996-12-01 | 741.0429846203281 |
| 1997-01-01 | 730.6999970135910 |
| 1997-02-01 | 734.0997460325281 |
| 1997-03-01 | 737.5300701424550 |
| 1997-04-01 | 751.9665318361301 |
| 1997-05-01 | 756.7034702040270 |
| 1997-06-01 | 760.9192745585699 |
| 1997-07-01 | 761.4386718875970 |
| 1997-08-01 | 765.2023802603011 |
| 1997-09-01 | 765.5827570360840 |
| 1997-10-01 | 776.4980544215140 |
| 1997-11-01 | 778.2788471074640 |
| 1997-12-01 | 782.1117122668660 |
| 1998-01-01 | 789.6328965469361 |
| 1998-02-01 | 794.9559615491111 |
| 1998-03-01 | 797.4712325971170 |
| 1998-04-01 | 804.2553701621150 |
| 1998-05-01 | 805.9665273699420 |
| 1998-06-01 | 808.1019303616341 |
| 1998-07-01 | 813.7347431965790 |
| 1998-08-01 | 816.5570359904111 |
| 1998-09-01 | 815.3988324109821 |
| 1998-10-01 | 814.7970054752060 |
| 1998-11-01 | 815.6172532184430 |
| 1998-12-01 | 816.7480108555291 |
| 1999-01-01 | 794.6262773433500 |
| 1999-02-01 | 791.9439588323840 |
| 1999-03-01 | 793.9202565618700 |
| 1999-04-01 | 816.3490142876151 |
| 1999-05-01 | 816.9866616369650 |
| 1999-06-01 | 821.0111741166130 |
| 1999-07-01 | 825.0223961336090 |
| 1999-08-01 | 823.2670230408771 |
| 1999-09-01 | 828.7072281584700 |
| 1999-10-01 | 829.1668220147329 |
| 1999-11-01 | 835.5555980101931 |
| 1999-12-01 | 841.6799136126691 |
| 2000-01-01 | 826.8573951410790 |
| 2000-02-01 | 831.0299519324870 |
| 2000-03-01 | 830.4183825686660 |
| 2000-04-01 | 840.2822199103889 |
| 2000-05-01 | 838.1867555038721 |
| 2000-06-01 | 842.4568073157229 |
| 2000-07-01 | 845.8947241820640 |
| 2000-08-01 | 847.8653638281270 |
| 2000-09-01 | 850.2235690470890 |
| 2000-10-01 | 851.8531393158850 |
| 2000-11-01 | 852.2697566499460 |
| 2000-12-01 | 850.7619031486760 |
| 2001-01-01 | 851.6630035319090 |
| 2001-02-01 | 851.9937540657061 |
| 2001-03-01 | 850.4251611702459 |
| 2001-04-01 | 840.3808472240330 |
| 2001-05-01 | 846.4603765818440 |
| 2001-06-01 | 841.1713461381911 |
| 2001-07-01 | 837.8089156531531 |
| 2001-08-01 | 837.9877931681481 |
| 2001-09-01 | 834.0740112739810 |
| 2001-10-01 | 831.4633278122619 |
| 2001-11-01 | 827.3544921710130 |
| 2001-12-01 | 826.2190238267530 |
| 2002-01-01 | 828.5695366293351 |
| 2002-02-01 | 826.7879152432300 |
| 2002-03-01 | 827.8895825278580 |
| 2002-04-01 | 828.6422347652499 |
| 2002-05-01 | 829.4866328179360 |
| 2002-06-01 | 827.7761433765720 |
| 2002-07-01 | 826.0722343317909 |
| 2002-08-01 | 826.0996356227789 |
| 2002-09-01 | 826.7165086584411 |
| 2002-10-01 | 828.4719799872710 |
| 2002-11-01 | 827.6081279050630 |
| 2002-12-01 | 827.1044202756580 |
| 2003-01-01 | 822.4707651814240 |
| 2003-02-01 | 819.7219088526531 |
| 2003-03-01 | 819.8253060940460 |
| 2003-04-01 | 817.9949075409501 |
| 2003-05-01 | 816.9550936037219 |
| 2003-06-01 | 815.2261521311160 |
| 2003-07-01 | 813.5434313524620 |
| 2003-08-01 | 814.2357271768710 |
| 2003-09-01 | 811.6087618272659 |
| 2003-10-01 | 811.1096460071410 |
| 2003-11-01 | 810.9898451138710 |
| 2003-12-01 | 812.0410592340700 |
| 2004-01-01 | 809.6111653838930 |
| 2004-02-01 | 810.0840822244201 |
| 2004-03-01 | 811.5189809657429 |
| 2004-04-01 | 813.7301408271401 |
| 2004-05-01 | 818.4605858378419 |
| 2004-06-01 | 820.0163347124670 |
| 2004-07-01 | 824.9862115647330 |
| 2004-08-01 | 822.2973273499091 |
| 2004-09-01 | 819.5644811068570 |
| 2004-10-01 | 825.4286924067600 |
| 2004-11-01 | 828.2355608572960 |
| 2004-12-01 | 828.7540430885899 |
| 2005-01-01 | 835.1527018528480 |
| 2005-02-01 | 834.5575706228250 |
| 2005-03-01 | 832.3001237337289 |
| 2005-04-01 | 838.0852920631890 |
| 2005-05-01 | 838.5799273269310 |
| 2005-06-01 | 839.2267326699720 |
| 2005-07-01 | 841.7862387564140 |
| 2005-08-01 | 843.0571766867371 |
| 2005-09-01 | 846.3353668023950 |
| 2005-10-01 | 847.2461760470799 |
| 2005-11-01 | 850.3170260671760 |
| 2005-12-01 | 851.9626854635800 |
| 2006-01-01 | 860.2327945322310 |
| 2006-02-01 | 862.4054406817670 |
| 2006-03-01 | 864.0299586629220 |
| 2006-04-01 | 867.4878604103990 |
| 2006-05-01 | 870.0341921234241 |
| 2006-06-01 | 875.1831239748650 |
| 2006-07-01 | 877.0360423481720 |
| 2006-08-01 | 878.8892119655070 |
| 2006-09-01 | 879.8261795100320 |
| 2006-10-01 | 882.5158150135020 |
| 2006-11-01 | 882.5083623014610 |
| 2006-12-01 | 880.3741987186550 |
| 2007-01-01 | 879.6157088777040 |
| 2007-02-01 | 880.6147131308380 |
| 2007-03-01 | 882.9547732715310 |
| 2007-04-01 | 872.9948592067160 |
| 2007-05-01 | 875.3429248246989 |
| 2007-06-01 | 877.6422506459970 |
| 2007-07-01 | 876.9938890235361 |
| 2007-08-01 | 876.9203443644430 |
| 2007-09-01 | 877.4336262973179 |
| 2007-10-01 | 875.1518817874920 |
| 2007-11-01 | 875.1041724720799 |
| 2007-12-01 | 875.9959589673120 |
| 2008-01-01 | 860.7879136239501 |
| 2008-02-01 | 861.8485777649860 |
| 2008-03-01 | 861.1470317186630 |
| 2008-04-01 | 859.5206315075800 |
| 2008-05-01 | 856.7143839303520 |
| 2008-06-01 | 851.9211295496781 |
| 2008-07-01 | 851.5009769633200 |
| 2008-08-01 | 845.9159450160761 |
| 2008-09-01 | 840.6415162075459 |
| 2008-10-01 | 831.6609261114260 |
| 2008-11-01 | 821.6782385316260 |
| 2008-12-01 | 814.0488888029421 |
| 2009-01-01 | 803.5962670874350 |
| 2009-02-01 | 791.5169686311670 |
| 2009-03-01 | 783.0071240298869 |
| 2009-04-01 | 770.8084624414771 |
| 2009-05-01 | 768.2867501423060 |
| 2009-06-01 | 761.6654964991940 |
| 2009-07-01 | 754.9332668960420 |
| 2009-08-01 | 751.8437652562160 |
| 2009-09-01 | 749.7401679627110 |
| 2009-10-01 | 755.5271340888271 |
| 2009-11-01 | 756.0252730524670 |
| 2009-12-01 | 753.9417037118790 |
| 2010-01-01 | 762.9189855599250 |
| 2010-02-01 | 761.5403305087490 |
| 2010-03-01 | 760.9091563043261 |
| 2010-04-01 | 767.4039725510160 |
| 2010-05-01 | 768.4111242249271 |
| 2010-06-01 | 771.0513443372851 |
| 2010-07-01 | 769.8900193942280 |
| 2010-08-01 | 770.9646482794591 |
| 2010-09-01 | 768.5163247481689 |
| 2010-10-01 | 783.1428396309770 |
| 2010-11-01 | 781.0151186719720 |
| 2010-12-01 | 780.3202251062270 |
| 2011-01-01 | 782.1728149800950 |
| 2011-02-01 | 783.5929550927991 |
| 2011-03-01 | 782.6773408388949 |
| 2011-04-01 | 780.6883183109650 |
| 2011-05-01 | 781.9689966353011 |
| 2011-06-01 | 784.2854908683330 |
| 2011-07-01 | 791.8025316264391 |
| 2011-08-01 | 790.0888145648090 |
| 2011-09-01 | 795.7581244028680 |
| 2011-10-01 | 795.2740291941510 |
| 2011-11-01 | 796.0262597985930 |
| 2011-12-01 | 799.4767427589251 |
| 2012-01-01 | 802.2055343250580 |
| 2012-02-01 | 809.4736341015430 |
| 2012-03-01 | 815.6662672015830 |
| 2012-04-01 | 821.0422409034500 |
| 2012-05-01 | 826.0101120711740 |
| 2012-06-01 | 831.4114532908300 |
| 2012-07-01 | 830.1615119559380 |
| 2012-08-01 | 831.3461469925430 |
| 2012-09-01 | 834.8327442391491 |
| 2012-10-01 | 838.7336665988450 |
| 2012-11-01 | 843.7732645300090 |
| 2012-12-01 | 846.3070164472420 |
| 2013-01-01 | 840.8781603511420 |
| 2013-02-01 | 845.5785801462610 |
| 2013-03-01 | 847.1543090587289 |
| 2013-04-01 | 851.5891965983260 |
| 2013-05-01 | 854.8504620730679 |
| 2013-06-01 | 855.9568936550180 |
| 2013-07-01 | 859.1644500253641 |
| 2013-08-01 | 864.4960855797560 |
| 2013-09-01 | 865.3610192909649 |
| 2013-10-01 | 866.8028356892840 |
| 2013-11-01 | 871.3925525012390 |
| 2013-12-01 | 871.6332630449560 |
| 2014-01-01 | 875.3838939213560 |
| 2014-02-01 | 873.5745203967840 |
| 2014-03-01 | 875.0519185750520 |
| 2014-04-01 | 871.6435726195810 |
| 2014-05-01 | 873.5502159387820 |
| 2014-06-01 | 872.4882163234751 |
| 2014-07-01 | 868.7334967668610 |
| 2014-08-01 | 873.2319088302800 |
| 2014-09-01 | 872.6088563617790 |
| 2014-10-01 | 872.3830220417610 |
| 2014-11-01 | 872.4658442621840 |
| 2014-12-01 | 875.5366833244640 |
| 2015-01-01 | 875.2738030107091 |
| 2015-02-01 | 877.4071756657080 |
| 2015-03-01 | 877.7497675421820 |
| 2015-04-01 | 881.5756536721350 |
| 2015-05-01 | 882.0268757673180 |
| 2015-06-01 | 883.4698331118090 |
| 2015-07-01 | 886.1817764085040 |
| 2015-08-01 | 885.7198052200971 |
| 2015-09-01 | 886.1782415824680 |
| 2015-10-01 | 895.0026983136520 |
| 2015-11-01 | 891.8081023457449 |
| 2015-12-01 | 893.2062975156960 |
| 2016-01-01 | 900.7534638347200 |
| 2016-02-01 | 902.6994479147771 |
| 2016-03-01 | 895.1030602587621 |
| 2016-04-01 | 902.0552309675690 |
| 2016-05-01 | 901.8062065850310 |
| 2016-06-01 | 901.1784131767380 |
| 2016-07-01 | 904.0187137343919 |
| 2016-08-01 | 904.0907223011380 |
| 2016-09-01 | 909.3164705604221 |
| 2016-10-01 | 909.2300796676229 |
| 2016-11-01 | 911.1403518403760 |
| 2016-12-01 | 910.6170348908031 |
| 2017-01-01 | 906.6282045036400 |
| 2017-02-01 | 908.8358516170780 |
| 2017-03-01 | 910.9471615263041 |
| 2017-04-01 | 908.2105077187270 |
| 2017-05-01 | 913.8148483663070 |
| 2017-06-01 | 917.0177661093550 |
| 2017-07-01 | 922.9064066180710 |
| 2017-08-01 | 925.3654397908200 |
| 2017-09-01 | 930.2580440513050 |
| 2017-10-01 | 927.4123741520710 |
| 2017-11-01 | 927.3768206074410 |
| 2017-12-01 | 929.8836832908050 |
| 2018-01-01 | 935.5974375302569 |
| 2018-02-01 | 935.4530854592509 |
| 2018-03-01 | 939.1563887614461 |
| 2018-04-01 | 944.7424021308329 |
| 2018-05-01 | 944.4002857468511 |
| 2018-06-01 | 949.3023651385381 |
| 2018-07-01 | 949.9378089587910 |
| 2018-08-01 | 953.9293318863350 |
| 2018-09-01 | 956.6900819006320 |
| 2018-10-01 | 964.1362988112270 |
| 2018-11-01 | 966.5537045506120 |
| 2018-12-01 | 969.6172951550791 |
| 2019-01-01 | 969.2916720407300 |
| 2019-02-01 | 973.1599453543410 |
| 2019-03-01 | 974.9095535398160 |
| 2019-04-01 | 972.3965185282750 |
| 2019-05-01 | 974.1192757554570 |
| 2019-06-01 | 976.1413280517960 |
| 2019-07-01 | 976.5522051311030 |
| 2019-08-01 | 979.5394192136790 |
| 2019-09-01 | 979.5116681495640 |
| 2019-10-01 | 979.5200215951330 |
| 2019-11-01 | 983.3841266299000 |
| 2019-12-01 | 982.6048705263200 |
| 2020-01-01 | 985.4483634051919 |
| 2020-02-01 | 987.3697638824240 |
| 2020-03-01 | 967.9984079824609 |
| 2020-04-01 | 854.4016813132230 |
| 2020-05-01 | 864.4569372416750 |
| 2020-06-01 | 872.9784400366150 |
| 2020-07-01 | 879.4542986141440 |
| 2020-08-01 | 884.7441804740680 |
| 2020-09-01 | 887.5237127962060 |
| 2020-10-01 | 908.3659253595290 |
| 2020-11-01 | 914.0194967145030 |
| 2020-12-01 | 918.3815583598309 |
| 2021-01-01 | 929.6514949271229 |
| 2021-02-01 | 936.6690655673350 |
| 2021-03-01 | 940.4911786626950 |
| 2021-04-01 | 944.0455831998199 |
| 2021-05-01 | 944.5910478668360 |
| 2021-06-01 | 937.0770484630480 |
| 2021-07-01 | 949.4120355220399 |
| 2021-08-01 | 950.8481749408701 |
| 2021-09-01 | 951.1026669787269 |
| 2021-10-01 | 978.0608230183971 |
| 2021-11-01 | 982.6501350039999 |
| 2021-12-01 | 984.6867473905679 |
| 2022-01-01 | 981.9246742015460 |
| 2022-02-01 | 993.3206026276421 |
| 2022-03-01 | 994.8014134223570 |
| 2022-04-01 | 1002.2123577697198 |
| 2022-05-01 | 1002.4862386404401 |
| 2022-06-01 | 997.8545177601560 |
| 2022-07-01 | 999.0094052420140 |
| 2022-08-01 | 999.6841115938620 |
| 2022-09-01 | 1005.2452797591699 |
| 2022-10-01 | 1004.3542667031600 |
| 2022-11-01 | 1000.7630707519700 |
| 2022-12-01 | 999.5476717944770 |
| 2023-01-01 | 992.3926086609890 |
| 2023-02-01 | 984.2621813665469 |
| 2023-03-01 | 979.7399633010500 |
| 2023-04-01 | 981.9491130046069 |
| 2023-05-01 | 980.4501992991300 |
| 2023-06-01 | 975.6500930047540 |
| 2023-07-01 | 966.2538579372210 |
| 2023-08-01 | 968.3485017140699 |
| 2023-09-01 | 967.6646395154739 |
| 2023-10-01 | 966.3013212250230 |
| 2023-11-01 | 960.3711323689321 |
| 2023-12-01 | 963.5506884393719 |
| 2024-01-01 | 970.2813715204170 |
| 2024-02-01 | 967.7818155567810 |
| 2024-03-01 | 967.6326847779469 |
| 2024-04-01 | 960.0993471820419 |
| 2024-05-01 | 961.6046427980791 |
| 2024-06-01 | 963.4122744378509 |
| 2024-07-01 | 963.3411214036321 |
| 2024-08-01 | 962.7489487428380 |
| 2024-09-01 | 961.8431858120840 |
| 2024-10-01 | 960.9342570382950 |
