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Table Data - All Employees: Professional and Business Services in Los Angeles-Long Beach-Anaheim, CA (MSA)

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

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 2024-05-01
Last Updated 2024-06-26 5:44 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
1990-01-01 721.1502454024010
1990-02-01 722.5705864360381
1990-03-01 724.1516227046180
1990-04-01 721.3556280165360
1990-05-01 720.3177146177510
1990-06-01 718.4012316892939
1990-07-01 716.6441186054290
1990-08-01 714.0351590636060
1990-09-01 711.4893419021110
1990-10-01 713.1105963802710
1990-11-01 711.6654869623959
1990-12-01 710.4072899454170
1991-01-01 701.1693375973130
1991-02-01 696.3133782423531
1991-03-01 691.0355715127780
1991-04-01 688.5394447464250
1991-05-01 687.0749392766040
1991-06-01 682.3700667290460
1991-07-01 684.3058108307800
1991-08-01 686.1451952327310
1991-09-01 685.3761281481160
1991-10-01 680.5777747979930
1991-11-01 678.8862765618520
1991-12-01 679.0842048321710
1992-01-01 679.9077807340481
1992-02-01 662.8572392762030
1992-03-01 666.2597227975920
1992-04-01 666.5064427417300
1992-05-01 666.9045308678350
1992-06-01 668.7178422365230
1992-07-01 669.6280710924550
1992-08-01 667.6784896045840
1992-09-01 666.9671194165120
1992-10-01 673.5155820150570
1992-11-01 675.1391066824700
1992-12-01 675.0874569955090
1993-01-01 681.7177532077810
1993-02-01 679.4787988801490
1993-03-01 678.7029423253060
1993-04-01 680.6044804502930
1993-05-01 682.1318961045730
1993-06-01 681.9803887425170
1993-07-01 685.1069448600870
1993-08-01 685.5570152926090
1993-09-01 686.9612691940920
1993-10-01 667.3362285027110
1993-11-01 668.9063578180629
1993-12-01 673.9618557379811
1994-01-01 678.5903008194181
1994-02-01 682.8145619984720
1994-03-01 688.3093252373940
1994-04-01 685.8163085842050
1994-05-01 683.9110885867650
1994-06-01 684.7459410815480
1994-07-01 683.3144524404450
1994-08-01 683.6575323877470
1994-09-01 689.5340689332280
1994-10-01 690.5586572131170
1994-11-01 694.6202688836861
1994-12-01 698.8971590352310
1995-01-01 699.8450325143150
1995-02-01 705.3354976696380
1995-03-01 706.8486665566580
1995-04-01 710.0724942986220
1995-05-01 712.2847748961200
1995-06-01 715.9561103440500
1995-07-01 704.9425063568269
1995-08-01 710.5208541771850
1995-09-01 712.2433890737660
1995-10-01 708.7165012983729
1995-11-01 714.1919124466780
1995-12-01 713.3230568348480
1996-01-01 713.7458917091270
1996-02-01 713.5079946180800
1996-03-01 718.1783338292340
1996-04-01 718.0575557674930
1996-05-01 724.8543142159120
1996-06-01 725.8092217060930
1996-07-01 730.0952147103470
1996-08-01 730.4185146943640
1996-09-01 732.4374363953600
1996-10-01 736.1666614486880
1996-11-01 738.5954387936240
1996-12-01 741.0442462293770
1997-01-01 730.6991735006480
1997-02-01 734.0990996986490
1997-03-01 737.5298073755471
1997-04-01 751.9659777023030
1997-05-01 756.7031329160159
1997-06-01 760.9193537896680
1997-07-01 761.4385709955070
1997-08-01 765.2023784595790
1997-09-01 765.5831008064270
1997-10-01 776.4984515296719
1997-11-01 778.2798481750120
1997-12-01 782.1135816265249
1998-01-01 789.6316372844930
1998-02-01 794.9550593526500
1998-03-01 797.4708140920711
1998-04-01 804.2544193128180
1998-05-01 805.9659996719470
1998-06-01 808.1017790616029
1998-07-01 813.7348257031219
1998-08-01 816.5571801922749
1998-09-01 815.3993067317571
1998-10-01 814.7975789793860
1998-11-01 815.6185580277780
1998-12-01 816.7502957215021
1999-01-01 794.6247107029370
1999-02-01 791.9428697499750
1999-03-01 793.9196880476289
1999-04-01 816.3478911743581
1999-05-01 816.9861282018210
1999-06-01 821.0109109352161
1999-07-01 825.0226484948150
1999-08-01 823.2672861414579
1999-09-01 828.7078080748070
1999-10-01 829.1675169990150
1999-11-01 835.5569210734630
1999-12-01 841.6819748764169
2000-01-01 826.8558767790930
2000-02-01 831.0287310343041
2000-03-01 830.4177453422130
2000-04-01 840.2810951914300
2000-05-01 838.1863602348219
2000-06-01 842.4565418267070
2000-07-01 845.8950569353210
2000-08-01 847.8656822701221
2000-09-01 850.2241657092440
2000-10-01 851.8537710303250
2000-11-01 852.2709499444389
2000-12-01 850.7636183433100
2001-01-01 851.6615802573040
2001-02-01 851.9925246661251
2001-03-01 850.4245703920270
2001-04-01 840.3799717388710
2001-05-01 846.4601760063450
2001-06-01 841.1711803429950
2001-07-01 837.8092296151170
2001-08-01 837.9880841603419
2001-09-01 834.0745138639610
2001-10-01 831.4638240039570
2001-11-01 827.3553359558040
2001-12-01 826.2200708697680
2002-01-01 828.5685471678230
2002-02-01 826.7869434126429
2002-03-01 827.8891003785820
2002-04-01 828.6416941496880
2002-05-01 829.4866220721400
2002-06-01 827.7760622894730
2002-07-01 826.0724376023430
2002-08-01 826.0998557421270
2002-09-01 826.7168894439630
2002-10-01 828.4723244808110
2002-11-01 827.6086252900270
2002-12-01 827.1051898644090
2003-01-01 822.4699804357220
2003-02-01 819.7212262358729
2003-03-01 819.8249092799240
2003-04-01 817.9946478639439
2003-05-01 816.9551342091189
2003-06-01 815.2261256201420
2003-07-01 813.5435089887869
2003-08-01 814.2358776185200
2003-09-01 811.6090776160580
2003-10-01 811.1099505758700
2003-11-01 810.9901196177699
2003-12-01 812.0416156342690
2004-01-01 809.6105767999900
2004-02-01 810.0836077786800
2004-03-01 811.5186365966100
2004-04-01 813.7299971281850
2004-05-01 818.4605414616220
2004-06-01 820.0162355023320
2004-07-01 824.9862006600509
2004-08-01 822.2974504779270
2004-09-01 819.5647949079080
2004-10-01 825.4290352944470
2004-11-01 828.2359880333071
2004-12-01 828.7551756883701
2005-01-01 835.1515431874690
2005-02-01 834.5569814807441
2005-03-01 832.2997345901120
2005-04-01 838.0851149895860
2005-05-01 838.5797373776940
2005-06-01 839.2265677578670
2005-07-01 841.7862601554159
2005-08-01 843.0573647866000
2005-09-01 846.3357917736140
2005-10-01 847.2466829319100
2005-11-01 850.3177126211709
2005-12-01 851.9642415822410
2006-01-01 860.2311400568250
2006-02-01 862.4045920258200
2006-03-01 864.0293497385760
2006-04-01 867.4876009913370
2006-05-01 870.0339128399030
2006-06-01 875.1829055257471
2006-07-01 877.0361803529430
2006-08-01 878.8895968182770
2006-09-01 879.8267985268919
2006-10-01 882.5163413863299
2006-11-01 882.5092987115061
2006-12-01 880.3762375856829
2007-01-01 879.6134282816770
2007-02-01 880.6135874031900
2007-03-01 882.9539434126540
2007-04-01 872.9945090523869
2007-05-01 875.3426334821570
2007-06-01 877.6420993286509
2007-07-01 876.9942498021960
2007-08-01 876.9210192505710
2007-09-01 877.4346368093750
2007-10-01 875.1520668213730
2007-11-01 875.1050204743310
2007-12-01 875.9977676965050
2008-01-01 860.7856631188250
2008-02-01 861.8473399115429
2008-03-01 861.1461435798520
2008-04-01 859.5202993110770
2008-05-01 856.7141692369851
2008-06-01 851.9211208903390
2008-07-01 851.5014994223770
2008-08-01 845.9168236452640
2008-09-01 840.6428426015050
2008-10-01 831.6606060874210
2008-11-01 821.6787946883230
2008-12-01 814.0502883759531
2009-01-01 803.5941959338640
2009-02-01 791.5158503572900
2009-03-01 783.0063880785809
2009-04-01 770.8082323250140
2009-05-01 768.2866916973421
2009-06-01 761.6656330344980
2009-07-01 754.9338589267480
2009-08-01 751.8446554138291
2009-09-01 749.7415764565849
2009-10-01 755.5264312853990
2009-11-01 756.0253774030051
2009-12-01 753.9423686007241
2010-01-01 762.9174678314399
2010-02-01 761.5394838686190
2010-03-01 760.9085983681840
2010-04-01 767.4038730413789
2010-05-01 768.4111994771650
2010-06-01 771.0515924856190
2010-07-01 769.8906177956910
2010-08-01 770.9655100011651
2010-09-01 768.5177303517430
2010-10-01 783.1418754404230
2010-11-01 781.0148847607601
2010-12-01 780.3204991565401
2011-01-01 782.1716261019251
2011-02-01 783.5923970760040
2011-03-01 782.6769865738139
2011-04-01 780.6883170331610
2011-05-01 781.9691600149840
2011-06-01 784.2857770604980
2011-07-01 791.8030464627840
2011-08-01 790.0895407529289
2011-09-01 795.7594020374420
2011-10-01 795.2730414460750
2011-11-01 796.0257947814540
2011-12-01 799.4766350206450
2012-01-01 802.2048690924200
2012-02-01 809.4733417791400
2012-03-01 815.6660851446990
2012-04-01 821.0422860495800
2012-05-01 826.0102677021660
2012-06-01 831.4116929243061
2012-07-01 830.1618502058659
2012-08-01 831.3466467411580
2012-09-01 834.8336951699490
2012-10-01 838.7329522456590
2012-11-01 843.7728767801680
2012-12-01 846.3069661760210
2013-01-01 840.8777488254080
2013-02-01 845.5783104646581
2013-03-01 847.1541948759669
2013-04-01 851.5891928576920
2013-05-01 854.8505245567250
2013-06-01 855.9570317071880
2013-07-01 859.1646901176310
2013-08-01 864.4964065442920
2013-09-01 865.3615666007930
2013-10-01 866.8025375417290
2013-11-01 871.3923478634060
2013-12-01 871.6332592473219
2014-01-01 875.3839370737801
2014-02-01 873.5742655170469
2014-03-01 875.0519452964650
2014-04-01 871.6428064999390
2014-05-01 873.5503659260451
2014-06-01 872.4883675389700
2014-07-01 868.7336051559880
2014-08-01 873.2319065648650
2014-09-01 872.6093977044741
2014-10-01 872.3828855416030
2014-11-01 872.4658720015510
2014-12-01 875.5370092188980
2015-01-01 875.2744332680530
2015-02-01 877.4069455813260
2015-03-01 877.7496418908110
2015-04-01 881.5737425959450
2015-05-01 882.0268867743449
2015-06-01 883.4699942729410
2015-07-01 886.1820696254600
2015-08-01 885.7200951695340
2015-09-01 886.1796054567990
2015-10-01 895.0012733614030
2015-11-01 891.8085916972391
2015-12-01 893.2071503729480
2016-01-01 900.7547965774451
2016-02-01 902.6991231386460
2016-03-01 895.1023103613260
2016-04-01 902.0515178189060
2016-05-01 901.8057603238940
2016-06-01 901.1790088640770
2016-07-01 904.0201784482480
2016-08-01 904.0921833574650
2016-09-01 909.3189390407050
2016-10-01 909.2269573529940
2016-11-01 911.1407449367660
2016-12-01 910.6176103081030
2017-01-01 906.6300699648160
2017-02-01 908.8371180472670
2017-03-01 910.9469329682249
2017-04-01 908.1993144812900
2017-05-01 913.8147204964950
2017-06-01 917.0199457670759
2017-07-01 922.9106001999809
2017-08-01 925.3704578629920
2017-09-01 930.2647582210910
2017-10-01 927.4042987285201
2017-11-01 927.3748672212350
2017-12-01 929.8808282297929
2018-01-01 935.6001459358890
2018-02-01 935.4580034185540
2018-03-01 939.1586068722121
2018-04-01 944.7231144716810
2018-05-01 944.3984349057690
2018-06-01 949.3088617638680
2018-07-01 949.9426162257570
2018-08-01 953.9391505666560
2018-09-01 956.7060415150960
2018-10-01 964.1222503671870
2018-11-01 966.5478450760830
2018-12-01 969.6094393545959
2019-01-01 969.2895276897440
2019-02-01 973.1640945678281
2019-03-01 974.9124314032640
2019-04-01 972.3900498033660
2019-05-01 974.0892041836910
2019-06-01 976.1618392549581
2019-07-01 976.5653672715050
2019-08-01 979.5608336002240
2019-09-01 979.5415378532630
2019-10-01 979.5042585901849
2019-11-01 983.3767766169020
2019-12-01 982.5856325026680
2020-01-01 985.4235071061771
2020-02-01 987.3454370723199
2020-03-01 968.0211588602131
2020-04-01 854.4002057855271
2020-05-01 864.4045955615990
2020-06-01 873.0216244073670
2020-07-01 879.4877437132350
2020-08-01 884.7903804622280
2020-09-01 887.5655722432710
2020-10-01 908.3342630298300
2020-11-01 914.0477090669381
2020-12-01 918.3166633617799
2021-01-01 929.5864712106060
2021-02-01 936.5884186986950
2021-03-01 940.4942882160319
2021-04-01 944.1296196264301
2021-05-01 944.4382968074159
2021-06-01 937.1800398528900
2021-07-01 949.5744908816200
2021-08-01 950.8755594440860
2021-09-01 951.1965507144839
2021-10-01 977.9886294217640
2021-11-01 982.7009131838780
2021-12-01 984.5417557823371
2022-01-01 981.8062994603399
2022-02-01 993.1858102750639
2022-03-01 994.8027607718429
2022-04-01 1002.3844758388800
2022-05-01 1002.2027785559801
2022-06-01 998.0611477378881
2022-07-01 999.2707482444340
2022-08-01 999.7263553538580
2022-09-01 1005.3706745890400
2022-10-01 1004.2344747133900
2022-11-01 1000.8450776240599
2022-12-01 999.3197104139810
2023-01-01 992.2312393032390
2023-02-01 984.0976806237020
2023-03-01 979.7240546792950
2023-04-01 982.2426921078400
2023-05-01 980.0239819687590
2023-06-01 975.9423772219750
2023-07-01 966.5729794004229
2023-08-01 968.3500398679820
2023-09-01 967.8353144801371
2023-10-01 966.1785273126151
2023-11-01 960.4524123983620
2023-12-01 963.2772011215200
2024-01-01 970.0915142283430
2024-02-01 967.6029716955941
2024-03-01 967.6329463997440
2024-04-01 960.4295313813890
2024-05-01 960.6027966149080

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