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 2024-11-01 |
| 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 | 721.1497212278950 |
| 1990-02-01 | 722.5714567589050 |
| 1990-03-01 | 724.1523697046449 |
| 1990-04-01 | 721.3561627013040 |
| 1990-05-01 | 720.3179988110080 |
| 1990-06-01 | 718.4014341369150 |
| 1990-07-01 | 716.6439717050450 |
| 1990-08-01 | 714.0348180433760 |
| 1990-09-01 | 711.4870848803750 |
| 1990-10-01 | 713.1108677356830 |
| 1990-11-01 | 711.6657949876370 |
| 1990-12-01 | 710.4074041617200 |
| 1991-01-01 | 701.1689098491969 |
| 1991-02-01 | 696.3142039778020 |
| 1991-03-01 | 691.0362552966369 |
| 1991-04-01 | 688.5398858902320 |
| 1991-05-01 | 687.0751358057270 |
| 1991-06-01 | 682.3701713346940 |
| 1991-07-01 | 684.3056881296560 |
| 1991-08-01 | 686.1448803890520 |
| 1991-09-01 | 685.3740398213511 |
| 1991-10-01 | 680.5781292163450 |
| 1991-11-01 | 678.8866174026650 |
| 1991-12-01 | 679.0843597529309 |
| 1992-01-01 | 679.9074556407180 |
| 1992-02-01 | 662.8580184913030 |
| 1992-03-01 | 666.2603018031550 |
| 1992-04-01 | 666.5067368656520 |
| 1992-05-01 | 666.9045555556110 |
| 1992-06-01 | 668.7177263757750 |
| 1992-07-01 | 669.6280713551661 |
| 1992-08-01 | 667.6782632134960 |
| 1992-09-01 | 666.9652170027080 |
| 1992-10-01 | 673.5161109895770 |
| 1992-11-01 | 675.1394740885460 |
| 1992-12-01 | 675.0876261156450 |
| 1993-01-01 | 681.7175001365680 |
| 1993-02-01 | 679.4795901889670 |
| 1993-03-01 | 678.7034133878290 |
| 1993-04-01 | 680.6046031539840 |
| 1993-05-01 | 682.1317589499950 |
| 1993-06-01 | 681.9800452280269 |
| 1993-07-01 | 685.1070954338220 |
| 1993-08-01 | 685.5569105989790 |
| 1993-09-01 | 686.9597483068600 |
| 1993-10-01 | 667.3367477348170 |
| 1993-11-01 | 668.9065872088050 |
| 1993-12-01 | 673.9618407103990 |
| 1994-01-01 | 678.5903098934040 |
| 1994-02-01 | 682.8152810603180 |
| 1994-03-01 | 688.3096501270551 |
| 1994-04-01 | 685.8163717375080 |
| 1994-05-01 | 683.9108973469880 |
| 1994-06-01 | 684.7454212752360 |
| 1994-07-01 | 683.3147822213100 |
| 1994-08-01 | 683.6575211173880 |
| 1994-09-01 | 689.5329488483949 |
| 1994-10-01 | 690.5592024537331 |
| 1994-11-01 | 694.6202857209860 |
| 1994-12-01 | 698.8966512170380 |
| 1995-01-01 | 699.8453344857070 |
| 1995-02-01 | 705.3361683633881 |
| 1995-03-01 | 706.8489270034399 |
| 1995-04-01 | 710.0726266478970 |
| 1995-05-01 | 712.2847075660981 |
| 1995-06-01 | 715.9555904028920 |
| 1995-07-01 | 704.9429586961189 |
| 1995-08-01 | 710.5209268872079 |
| 1995-09-01 | 712.2427344514231 |
| 1995-10-01 | 708.7167119082420 |
| 1995-11-01 | 714.1915017058501 |
| 1995-12-01 | 713.3218798251370 |
| 1996-01-01 | 713.7465651646539 |
| 1996-02-01 | 713.5086399174429 |
| 1996-03-01 | 718.1785523453160 |
| 1996-04-01 | 718.0580711235420 |
| 1996-05-01 | 724.8545617627319 |
| 1996-06-01 | 725.8088948522270 |
| 1996-07-01 | 730.0956838777969 |
| 1996-08-01 | 730.4186161734940 |
| 1996-09-01 | 732.4369478173310 |
| 1996-10-01 | 736.1665886642540 |
| 1996-11-01 | 738.5944170068880 |
| 1996-12-01 | 741.0420219717649 |
| 1997-01-01 | 730.7004139962270 |
| 1997-02-01 | 734.1000098047810 |
| 1997-03-01 | 737.5300171405611 |
| 1997-04-01 | 751.9670348181211 |
| 1997-05-01 | 756.7037953076759 |
| 1997-06-01 | 760.9193643353200 |
| 1997-07-01 | 761.4388413848370 |
| 1997-08-01 | 765.2023985833271 |
| 1997-09-01 | 765.5826233524200 |
| 1997-10-01 | 776.4979654083720 |
| 1997-11-01 | 778.2781765945090 |
| 1997-12-01 | 782.1104759865669 |
| 1998-01-01 | 789.6335567898080 |
| 1998-02-01 | 794.9563530967900 |
| 1998-03-01 | 797.4710724888549 |
| 1998-04-01 | 804.2561037389620 |
| 1998-05-01 | 805.9669957998380 |
| 1998-06-01 | 808.1020991642281 |
| 1998-07-01 | 813.7347972367340 |
| 1998-08-01 | 816.5569757741730 |
| 1998-09-01 | 815.3986088690199 |
| 1998-10-01 | 814.7969131722721 |
| 1998-11-01 | 815.6165035876311 |
| 1998-12-01 | 816.7467045259380 |
| 1999-01-01 | 794.6269975427431 |
| 1999-02-01 | 791.9444216022929 |
| 1999-03-01 | 793.9200461479370 |
| 1999-04-01 | 816.3498039850730 |
| 1999-05-01 | 816.9871647383350 |
| 1999-06-01 | 821.0113915351019 |
| 1999-07-01 | 825.0223549713180 |
| 1999-08-01 | 823.2669126362109 |
| 1999-09-01 | 828.7069708054049 |
| 1999-10-01 | 829.1666903695550 |
| 1999-11-01 | 835.5548986465130 |
| 1999-12-01 | 841.6787809330330 |
| 2000-01-01 | 826.8580817537940 |
| 2000-02-01 | 831.0304297876829 |
| 2000-03-01 | 830.4181538316680 |
| 2000-04-01 | 840.2829597945450 |
| 2000-05-01 | 838.1872035557540 |
| 2000-06-01 | 842.4569928422970 |
| 2000-07-01 | 845.8946358583090 |
| 2000-08-01 | 847.8652413910339 |
| 2000-09-01 | 850.2233135402060 |
| 2000-10-01 | 851.8530178146390 |
| 2000-11-01 | 852.2691994872059 |
| 2000-12-01 | 850.7611019001359 |
| 2001-01-01 | 851.6635362666431 |
| 2001-02-01 | 851.9941939315270 |
| 2001-03-01 | 850.4249417677679 |
| 2001-04-01 | 840.3813965538760 |
| 2001-05-01 | 846.4606957652991 |
| 2001-06-01 | 841.1714739048470 |
| 2001-07-01 | 837.8088307848379 |
| 2001-08-01 | 837.9876992429690 |
| 2001-09-01 | 834.0738225485080 |
| 2001-10-01 | 831.4632047484711 |
| 2001-11-01 | 827.3541451990510 |
| 2001-12-01 | 826.2186015683051 |
| 2002-01-01 | 828.5698420633620 |
| 2002-02-01 | 826.7882251547970 |
| 2002-03-01 | 827.8894481572820 |
| 2002-04-01 | 828.6425616489800 |
| 2002-05-01 | 829.4868093093170 |
| 2002-06-01 | 827.7762004384050 |
| 2002-07-01 | 826.0721769701230 |
| 2002-08-01 | 826.0995730895951 |
| 2002-09-01 | 826.7163888538021 |
| 2002-10-01 | 828.4719012702660 |
| 2002-11-01 | 827.6079669280659 |
| 2002-12-01 | 827.1042335595470 |
| 2003-01-01 | 822.4708732266490 |
| 2003-02-01 | 819.7221012669960 |
| 2003-03-01 | 819.8252766482229 |
| 2003-04-01 | 817.9950376989530 |
| 2003-05-01 | 816.9551631303810 |
| 2003-06-01 | 815.2261705209150 |
| 2003-07-01 | 813.5434166770550 |
| 2003-08-01 | 814.2356964601760 |
| 2003-09-01 | 811.6087051201100 |
| 2003-10-01 | 811.1095875443981 |
| 2003-11-01 | 810.9897999878450 |
| 2003-12-01 | 812.0409793006360 |
| 2004-01-01 | 809.6111685520441 |
| 2004-02-01 | 810.0841853773720 |
| 2004-03-01 | 811.5190172206931 |
| 2004-04-01 | 813.7301750942190 |
| 2004-05-01 | 818.4606107500861 |
| 2004-06-01 | 820.0163496427140 |
| 2004-07-01 | 824.9862138236391 |
| 2004-08-01 | 822.2973137910741 |
| 2004-09-01 | 819.5644496918870 |
| 2004-10-01 | 825.4286648068390 |
| 2004-11-01 | 828.2355348225971 |
| 2004-12-01 | 828.7539290720359 |
| 2005-01-01 | 835.1527306848500 |
| 2005-02-01 | 834.5576579014000 |
| 2005-03-01 | 832.3001491331551 |
| 2005-04-01 | 838.0853086338910 |
| 2005-05-01 | 838.5799505167290 |
| 2005-06-01 | 839.2267615082769 |
| 2005-07-01 | 841.7862566181971 |
| 2005-08-01 | 843.0571766880561 |
| 2005-09-01 | 846.3353352945230 |
| 2005-10-01 | 847.2461349130999 |
| 2005-11-01 | 850.3169754363800 |
| 2005-12-01 | 851.9625374850560 |
| 2006-01-01 | 860.2328516761819 |
| 2006-02-01 | 862.4055224432809 |
| 2006-03-01 | 864.0299866834420 |
| 2006-04-01 | 867.4878805817059 |
| 2006-05-01 | 870.0342310071840 |
| 2006-06-01 | 875.1831807503790 |
| 2006-07-01 | 877.0360877169400 |
| 2006-08-01 | 878.8892347078830 |
| 2006-09-01 | 879.8261805345180 |
| 2006-10-01 | 882.5156635054640 |
| 2006-11-01 | 882.5082692147690 |
| 2006-12-01 | 880.3739966375960 |
| 2007-01-01 | 879.6158591343570 |
| 2007-02-01 | 880.6147604582359 |
| 2007-03-01 | 882.9547995232840 |
| 2007-04-01 | 872.9948787350170 |
| 2007-05-01 | 875.3429789631980 |
| 2007-06-01 | 877.6423328083170 |
| 2007-07-01 | 876.9939696336580 |
| 2007-08-01 | 876.9204316852409 |
| 2007-09-01 | 877.4337561693809 |
| 2007-10-01 | 875.1515271715131 |
| 2007-11-01 | 875.1040010659990 |
| 2007-12-01 | 875.9957410596320 |
| 2008-01-01 | 860.7881152407940 |
| 2008-02-01 | 861.8485914858940 |
| 2008-03-01 | 861.1470501784440 |
| 2008-04-01 | 859.5206519731350 |
| 2008-05-01 | 856.7144537392030 |
| 2008-06-01 | 851.9212381494220 |
| 2008-07-01 | 851.5010799552009 |
| 2008-08-01 | 845.9161019691510 |
| 2008-09-01 | 840.6417957870610 |
| 2008-10-01 | 831.6603986732499 |
| 2008-11-01 | 821.6780019998010 |
| 2008-12-01 | 814.0486658557580 |
| 2009-01-01 | 803.5964982081650 |
| 2009-02-01 | 791.5169420649139 |
| 2009-03-01 | 783.0071351016150 |
| 2009-04-01 | 770.8084836607330 |
| 2009-05-01 | 768.2868221981520 |
| 2009-06-01 | 761.6656000697391 |
| 2009-07-01 | 754.9333752276660 |
| 2009-08-01 | 751.8439655621900 |
| 2009-09-01 | 749.7405289519560 |
| 2009-10-01 | 755.5265633550300 |
| 2009-11-01 | 756.0250056080090 |
| 2009-12-01 | 753.9415031795061 |
| 2010-01-01 | 762.9191607251970 |
| 2010-02-01 | 761.5402858205870 |
| 2010-03-01 | 760.9091708565669 |
| 2010-04-01 | 767.4040028654470 |
| 2010-05-01 | 768.4112010247070 |
| 2010-06-01 | 771.0514449197501 |
| 2010-07-01 | 769.8901302754090 |
| 2010-08-01 | 770.9648755143710 |
| 2010-09-01 | 768.5167354854300 |
| 2010-10-01 | 783.1422617437010 |
| 2010-11-01 | 781.0148523602660 |
| 2010-12-01 | 780.3200199237120 |
| 2011-01-01 | 782.1729470514080 |
| 2011-02-01 | 783.5928847569050 |
| 2011-03-01 | 782.6773516269510 |
| 2011-04-01 | 780.6883510910100 |
| 2011-05-01 | 781.9690710545630 |
| 2011-06-01 | 784.2855718617320 |
| 2011-07-01 | 791.8026331216040 |
| 2011-08-01 | 790.0890484516070 |
| 2011-09-01 | 795.7585418649220 |
| 2011-10-01 | 795.2735537823590 |
| 2011-11-01 | 796.0260292181620 |
| 2011-12-01 | 799.4765593831149 |
| 2012-01-01 | 802.2055576506920 |
| 2012-02-01 | 809.4735533028850 |
| 2012-03-01 | 815.6662665285330 |
| 2012-04-01 | 821.0422751241181 |
| 2012-05-01 | 826.0101795392129 |
| 2012-06-01 | 831.4115173397639 |
| 2012-07-01 | 830.1615931751130 |
| 2012-08-01 | 831.3463771021390 |
| 2012-09-01 | 834.8331299021651 |
| 2012-10-01 | 838.7333445019560 |
| 2012-11-01 | 843.7731306010190 |
| 2012-12-01 | 846.3068768325970 |
| 2013-01-01 | 840.8780199989280 |
| 2013-02-01 | 845.5784174353990 |
| 2013-03-01 | 847.1542586371220 |
| 2013-04-01 | 851.5892605874420 |
| 2013-05-01 | 854.8505309536020 |
| 2013-06-01 | 855.9569540103200 |
| 2013-07-01 | 859.1645613112660 |
| 2013-08-01 | 864.4963418429401 |
| 2013-09-01 | 865.3613427293640 |
| 2013-10-01 | 866.8026727395940 |
| 2013-11-01 | 871.3925282662800 |
| 2013-12-01 | 871.6332166295191 |
| 2014-01-01 | 875.3833410339281 |
| 2014-02-01 | 873.5743366990331 |
| 2014-03-01 | 875.0518130542359 |
| 2014-04-01 | 871.6437557026339 |
| 2014-05-01 | 873.5502950863690 |
| 2014-06-01 | 872.4883277934241 |
| 2014-07-01 | 868.7336102986909 |
| 2014-08-01 | 873.2320215861749 |
| 2014-09-01 | 872.6096406985471 |
| 2014-10-01 | 872.3827179782740 |
| 2014-11-01 | 872.4658037740539 |
| 2014-12-01 | 875.5367197849009 |
| 2015-01-01 | 875.2729199120610 |
| 2015-02-01 | 877.4068451561310 |
| 2015-03-01 | 877.7494327070180 |
| 2015-04-01 | 881.5758645282871 |
| 2015-05-01 | 882.0270113365340 |
| 2015-06-01 | 883.4701513812140 |
| 2015-07-01 | 886.1822346427020 |
| 2015-08-01 | 885.7203117623810 |
| 2015-09-01 | 886.1801306799040 |
| 2015-10-01 | 895.0008586932680 |
| 2015-11-01 | 891.8081545497639 |
| 2015-12-01 | 893.2063091624710 |
| 2016-01-01 | 900.7520373777800 |
| 2016-02-01 | 902.6986923563330 |
| 2016-03-01 | 895.1021964535520 |
| 2016-04-01 | 902.0551528856130 |
| 2016-05-01 | 901.8063428460510 |
| 2016-06-01 | 901.1794833595180 |
| 2016-07-01 | 904.0206054489130 |
| 2016-08-01 | 904.0929144432060 |
| 2016-09-01 | 909.3204419330840 |
| 2016-10-01 | 909.2267112968890 |
| 2016-11-01 | 911.1395273624271 |
| 2016-12-01 | 910.6152382855870 |
| 2017-01-01 | 906.6243299517910 |
| 2017-02-01 | 908.8330839887981 |
| 2017-03-01 | 910.9457452633710 |
| 2017-04-01 | 908.2091886965750 |
| 2017-05-01 | 913.8179284232310 |
| 2017-06-01 | 917.0223377152930 |
| 2017-07-01 | 922.9119538671890 |
| 2017-08-01 | 925.3714153703751 |
| 2017-09-01 | 930.2663193948960 |
| 2017-10-01 | 927.4050534642390 |
| 2017-11-01 | 927.3725341606830 |
| 2017-12-01 | 929.8748069167460 |
| 2018-01-01 | 935.5871682432290 |
| 2018-02-01 | 935.4452592890719 |
| 2018-03-01 | 939.1546898271249 |
| 2018-04-01 | 944.7437854481770 |
| 2018-05-01 | 944.4126326893330 |
| 2018-06-01 | 949.3153304267059 |
| 2018-07-01 | 949.9498312456480 |
| 2018-08-01 | 953.9400215266430 |
| 2018-09-01 | 956.7036495890910 |
| 2018-10-01 | 964.1223236124860 |
| 2018-11-01 | 966.5413745005980 |
| 2018-12-01 | 969.5959678447580 |
| 2019-01-01 | 969.2662402591210 |
| 2019-02-01 | 973.1455053106121 |
| 2019-03-01 | 974.9012099961079 |
| 2019-04-01 | 972.3795669260311 |
| 2019-05-01 | 974.2036766754000 |
| 2019-06-01 | 976.1511595836439 |
| 2019-07-01 | 976.5677167948760 |
| 2019-08-01 | 979.5591438087041 |
| 2019-09-01 | 979.5340666990070 |
| 2019-10-01 | 979.4971356396929 |
| 2019-11-01 | 983.3582957315310 |
| 2019-12-01 | 982.5633390631210 |
| 2020-01-01 | 985.3964742167270 |
| 2020-02-01 | 987.3348179298661 |
| 2020-03-01 | 967.9887408095860 |
| 2020-04-01 | 854.3595020573460 |
| 2020-05-01 | 864.6283484723610 |
| 2020-06-01 | 872.9817078745590 |
| 2020-07-01 | 879.4758815468660 |
| 2020-08-01 | 884.7764499365680 |
| 2020-09-01 | 887.5583475562430 |
| 2020-10-01 | 908.3465961502969 |
| 2020-11-01 | 913.9594607997510 |
| 2020-12-01 | 918.3203295153940 |
| 2021-01-01 | 929.5672445055620 |
| 2021-02-01 | 936.6038579460290 |
| 2021-03-01 | 940.4745544894660 |
| 2021-04-01 | 943.9638819977839 |
| 2021-05-01 | 944.8941836647600 |
| 2021-06-01 | 937.0859766335260 |
| 2021-07-01 | 949.4511467141209 |
| 2021-08-01 | 950.9108393816709 |
| 2021-09-01 | 951.1905947072110 |
| 2021-10-01 | 978.0519622969219 |
| 2021-11-01 | 982.5067580419411 |
| 2021-12-01 | 984.5801042015070 |
| 2022-01-01 | 981.7814785619889 |
| 2022-02-01 | 993.1946513451730 |
| 2022-03-01 | 994.7740655877631 |
| 2022-04-01 | 1002.1255134864400 |
| 2022-05-01 | 1002.8910802956099 |
| 2022-06-01 | 997.9047375806650 |
| 2022-07-01 | 999.0845831540190 |
| 2022-08-01 | 999.7818828312601 |
| 2022-09-01 | 1005.3936008999901 |
| 2022-10-01 | 1004.3650308284401 |
| 2022-11-01 | 1000.5275858363400 |
| 2022-12-01 | 999.3962909350571 |
| 2023-01-01 | 992.1912095506110 |
| 2023-02-01 | 984.0831664409370 |
| 2023-03-01 | 979.6925249109600 |
| 2023-04-01 | 981.8667097545790 |
| 2023-05-01 | 980.9160437966369 |
| 2023-06-01 | 975.7400245937440 |
| 2023-07-01 | 966.3556460565021 |
| 2023-08-01 | 968.4715353784261 |
| 2023-09-01 | 967.8626619426140 |
| 2023-10-01 | 966.3277121644550 |
| 2023-11-01 | 960.0854026093469 |
| 2023-12-01 | 963.3625726649060 |
| 2024-01-01 | 970.0341408144541 |
| 2024-02-01 | 967.5532783180180 |
| 2024-03-01 | 967.5719991020329 |
| 2024-04-01 | 960.0362100000751 |
| 2024-05-01 | 962.0882253550909 |
| 2024-06-01 | 963.5458092758211 |
| 2024-07-01 | 963.4731474381821 |
| 2024-08-01 | 962.8914807356650 |
| 2024-09-01 | 962.0692540405660 |
| 2024-10-01 | 962.0655884919479 |
| 2024-11-01 | 963.1580797074021 |
