Federal Reserve Economic Data

Table Data - All Employees: Service-Providing in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Service-Providing in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360840700000001SA
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 2024-08-01
Last Updated 2024-09-21 7:05 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
1990-01-01 716.6730128742640
1990-02-01 716.4048866499130
1990-03-01 718.1023157958471
1990-04-01 721.0054324606219
1990-05-01 723.3008729826739
1990-06-01 727.8796791680850
1990-07-01 733.9376854011010
1990-08-01 733.7839237700340
1990-09-01 736.7201974387990
1990-10-01 738.5405345791720
1990-11-01 740.2320181894420
1990-12-01 740.6714046722070
1991-01-01 743.1947464742750
1991-02-01 742.2973933301270
1991-03-01 741.3841563097090
1991-04-01 740.9945319264469
1991-05-01 740.5427613777009
1991-06-01 740.8011434340540
1991-07-01 738.9794247401160
1991-08-01 739.0638126529781
1991-09-01 737.8502832382620
1991-10-01 738.0780366034600
1991-11-01 739.2888495872520
1991-12-01 737.3316780939690
1992-01-01 735.9645746622009
1992-02-01 735.9556777948551
1992-03-01 737.4454053925990
1992-04-01 739.4609392118590
1992-05-01 738.8248853263291
1992-06-01 736.2903859126061
1992-07-01 738.0046938140221
1992-08-01 736.8416567961560
1992-09-01 739.7525750026621
1992-10-01 741.0090360661160
1992-11-01 740.3688669492919
1992-12-01 740.1222282675039
1993-01-01 745.5372409935830
1993-02-01 745.3992886763989
1993-03-01 745.1772756490750
1993-04-01 745.4565904996291
1993-05-01 745.8873227720140
1993-06-01 747.0777088056841
1993-07-01 746.8339344620081
1993-08-01 746.8353964355850
1993-09-01 745.0747343764580
1993-10-01 746.4587116337241
1993-11-01 745.7909209243520
1993-12-01 748.1473148771249
1994-01-01 746.9889520081630
1994-02-01 748.1802497513651
1994-03-01 751.4140768723830
1994-04-01 749.0425054007930
1994-05-01 748.6800624232320
1994-06-01 747.3241132148570
1994-07-01 747.0362001239500
1994-08-01 748.2974174469650
1994-09-01 749.5243531833530
1994-10-01 749.8581215400791
1994-11-01 752.5351390515319
1994-12-01 752.9982871409011
1995-01-01 755.2782395859960
1995-02-01 757.6932258114349
1995-03-01 759.4343375914900
1995-04-01 758.9817291859689
1995-05-01 759.2349728745390
1995-06-01 762.9684621600619
1995-07-01 764.3644920751130
1995-08-01 765.8115015817120
1995-09-01 770.0298721211110
1995-10-01 763.9985254396190
1995-11-01 766.4406725721910
1995-12-01 765.7533633256911
1996-01-01 766.3561435753450
1996-02-01 765.8071060346440
1996-03-01 764.6406912040910
1996-04-01 765.2172973227910
1996-05-01 767.4600571079781
1996-06-01 770.8589347453900
1996-07-01 773.4773544189510
1996-08-01 774.5147963011090
1996-09-01 776.4887429063181
1996-10-01 779.3377862029520
1996-11-01 784.3212950757691
1996-12-01 784.3250685660271
1997-01-01 784.2025717255200
1997-02-01 785.8378683909860
1997-03-01 789.7273561461709
1997-04-01 793.0372726206380
1997-05-01 795.4409555698210
1997-06-01 796.6092294636030
1997-07-01 798.2631185257450
1997-08-01 799.2317793666560
1997-09-01 803.7430574206700
1997-10-01 803.4547128618680
1997-11-01 804.0513213579641
1997-12-01 806.5579269508361
1998-01-01 807.2989154024930
1998-02-01 809.3340570253481
1998-03-01 812.4561216114461
1998-04-01 813.2599653876400
1998-05-01 814.9242671504810
1998-06-01 816.1524350414770
1998-07-01 815.9975556067900
1998-08-01 819.4939072720830
1998-09-01 824.6592976839819
1998-10-01 824.2153009783299
1998-11-01 827.8562028328590
1998-12-01 829.8581505447760
1999-01-01 831.7005778507430
1999-02-01 834.4874389406269
1999-03-01 836.1983622140190
1999-04-01 838.3293874753180
1999-05-01 840.9126583815280
1999-06-01 840.9272397059570
1999-07-01 845.2078579752850
1999-08-01 846.8514423202580
1999-09-01 848.2531434766389
1999-10-01 849.2391051153320
1999-11-01 849.2089438792830
1999-12-01 853.0182240298801
2000-01-01 855.3404884063381
2000-02-01 856.2600247871780
2000-03-01 859.8781742255161
2000-04-01 864.7055105660490
2000-05-01 867.5909735886651
2000-06-01 871.7380572700990
2000-07-01 871.4351617761670
2000-08-01 873.6855227832060
2000-09-01 873.0812830945621
2000-10-01 873.3969016126520
2000-11-01 875.4195973830341
2000-12-01 877.8469201416400
2001-01-01 880.8387069331470
2001-02-01 880.7949180923911
2001-03-01 883.6870840164920
2001-04-01 880.4000118839380
2001-05-01 877.9726020389280
2001-06-01 878.5337178360380
2001-07-01 880.5332462303841
2001-08-01 880.5034378624989
2001-09-01 877.8978620061321
2001-10-01 877.9013247267379
2001-11-01 873.6757057006710
2001-12-01 874.2528970557179
2002-01-01 877.4836557129160
2002-02-01 878.2026634516840
2002-03-01 881.1191965037019
2002-04-01 875.9070116026080
2002-05-01 876.4218188996800
2002-06-01 876.3273222960440
2002-07-01 875.5131625322950
2002-08-01 876.4122155620199
2002-09-01 878.9635090666100
2002-10-01 880.2194207467060
2002-11-01 880.4831956165670
2002-12-01 879.5434579163020
2003-01-01 878.3847342351240
2003-02-01 878.0836701781070
2003-03-01 877.6614011590649
2003-04-01 874.2832149188540
2003-05-01 873.1183419110570
2003-06-01 872.3569355391380
2003-07-01 870.3696875841600
2003-08-01 869.2654244850940
2003-09-01 869.1919475261369
2003-10-01 869.6409540881481
2003-11-01 869.2614446017419
2003-12-01 868.6963075655360
2004-01-01 866.0317963962151
2004-02-01 866.5031425453530
2004-03-01 868.1123927675459
2004-04-01 870.3950108455360
2004-05-01 871.0446107780360
2004-06-01 872.3110457186771
2004-07-01 871.8667482512691
2004-08-01 869.6944564277389
2004-09-01 868.9953157268280
2004-10-01 872.4367573236160
2004-11-01 873.2726554634450
2004-12-01 874.7964292523080
2005-01-01 876.2268287195850
2005-02-01 875.5864848879829
2005-03-01 875.8844982786501
2005-04-01 878.6928813352459
2005-05-01 878.3786417011780
2005-06-01 878.0749221109669
2005-07-01 879.3918045362080
2005-08-01 880.5587603646910
2005-09-01 882.8970282550950
2005-10-01 883.0481570078599
2005-11-01 883.9190707051750
2005-12-01 885.4747389664219
2006-01-01 888.4352068865170
2006-02-01 890.0836402879261
2006-03-01 891.5755240174530
2006-04-01 891.0495839269050
2006-05-01 893.1836881027260
2006-06-01 894.5143092309869
2006-07-01 896.0095057737109
2006-08-01 897.0105843717090
2006-09-01 896.5487774753540
2006-10-01 897.0374206230740
2006-11-01 897.4764450234419
2006-12-01 896.6425195396350
2007-01-01 897.4372711680251
2007-02-01 900.4453378927170
2007-03-01 903.5160002680780
2007-04-01 897.9684625079990
2007-05-01 900.8251086683290
2007-06-01 901.6129498079120
2007-07-01 902.0304034950650
2007-08-01 904.0093174040650
2007-09-01 904.7253164883521
2007-10-01 902.8437821487120
2007-11-01 904.7540388215041
2007-12-01 905.1122657908340
2008-01-01 904.1668536683701
2008-02-01 904.2393828644870
2008-03-01 902.1547965545070
2008-04-01 900.4520147904460
2008-05-01 898.0269432359760
2008-06-01 899.1988593862641
2008-07-01 900.6296977059391
2008-08-01 898.5312809023270
2008-09-01 894.5652001986360
2008-10-01 891.2580232790210
2008-11-01 885.6497469526660
2008-12-01 882.9090222293829
2009-01-01 880.8001862564729
2009-02-01 874.3777924139509
2009-03-01 869.1864742233990
2009-04-01 864.6946145738581
2009-05-01 860.2317051755540
2009-06-01 859.4780733524460
2009-07-01 851.9382118858330
2009-08-01 841.3089884442830
2009-09-01 846.8609185894460
2009-10-01 850.9042336853180
2009-11-01 847.9481874595130
2009-12-01 847.7826378802350
2010-01-01 845.2842629352060
2010-02-01 843.6276271075070
2010-03-01 844.7772706241800
2010-04-01 845.6695066641960
2010-05-01 848.1035704712809
2010-06-01 848.0927861578160
2010-07-01 836.5194615209649
2010-08-01 833.7331731926900
2010-09-01 846.7713687824761
2010-10-01 846.4842751824029
2010-11-01 847.0782819237930
2010-12-01 846.4211533917791
2011-01-01 847.2284395488160
2011-02-01 847.5519759423110
2011-03-01 849.5598682356771
2011-04-01 850.9846360931351
2011-05-01 850.0110712435151
2011-06-01 851.5003500157981
2011-07-01 853.0798431036780
2011-08-01 854.0104569806960
2011-09-01 856.4075550280140
2011-10-01 857.6754961398000
2011-11-01 856.9972065366969
2011-12-01 857.8117184301940
2012-01-01 864.0453752957610
2012-02-01 864.7477135821200
2012-03-01 867.2275240989310
2012-04-01 870.8765975608390
2012-05-01 873.2195706773069
2012-06-01 875.8547177413680
2012-07-01 877.0922442398530
2012-08-01 880.2499897399430
2012-09-01 881.3614057476050
2012-10-01 883.3883806242030
2012-11-01 887.3574061581100
2012-12-01 889.2088998183220
2013-01-01 890.3392864913139
2013-02-01 892.8871150206060
2013-03-01 894.3173590463240
2013-04-01 895.3112752326740
2013-05-01 897.2451859192070
2013-06-01 894.6204844413071
2013-07-01 899.5433012994700
2013-08-01 902.2502286677609
2013-09-01 904.6681894385970
2013-10-01 907.5652386041470
2013-11-01 908.5805686062600
2013-12-01 907.2362970731799
2014-01-01 910.4039334454480
2014-02-01 912.7720568893050
2014-03-01 913.4415373772890
2014-04-01 916.3190549737469
2014-05-01 918.7376781913060
2014-06-01 920.2182760520360
2014-07-01 919.3776696343510
2014-08-01 921.7592304276351
2014-09-01 922.4613575458560
2014-10-01 923.5868728270790
2014-11-01 927.7116969866950
2014-12-01 929.5504324783960
2015-01-01 932.8748550464880
2015-02-01 934.0452877061090
2015-03-01 936.9846007314550
2015-04-01 940.3436341671601
2015-05-01 941.4063027793021
2015-06-01 942.3495442770669
2015-07-01 948.8439265583099
2015-08-01 950.8859368166279
2015-09-01 951.7544741984179
2015-10-01 954.6161023907980
2015-11-01 956.1856780508771
2015-12-01 958.9596923091560
2016-01-01 962.3572647331889
2016-02-01 964.6033448153149
2016-03-01 964.1035850018401
2016-04-01 971.7983875591350
2016-05-01 970.9100187738609
2016-06-01 969.7345602983310
2016-07-01 976.5617626508500
2016-08-01 977.3445393761130
2016-09-01 981.8888306564411
2016-10-01 984.5649835965961
2016-11-01 985.6577223781340
2016-12-01 986.3713917492250
2017-01-01 987.6177226760420
2017-02-01 989.1267916841650
2017-03-01 992.2827249990131
2017-04-01 990.8995432200670
2017-05-01 992.4667809596519
2017-06-01 993.8291629601550
2017-07-01 992.7016147983710
2017-08-01 992.3245961231600
2017-09-01 995.5274963953460
2017-10-01 997.3476127935539
2017-11-01 996.8861532553250
2017-12-01 998.7920464981800
2018-01-01 999.2560570874550
2018-02-01 1000.8630710985699
2018-03-01 1003.2989690471601
2018-04-01 1003.5667975461400
2018-05-01 1003.2209386915301
2018-06-01 1005.3385018978801
2018-07-01 1003.3010680671499
2018-08-01 1005.9118369412300
2018-09-01 1006.4696744261200
2018-10-01 1006.1043828835100
2018-11-01 1006.8109866181699
2018-12-01 1009.0024943568401
2019-01-01 1007.7494864574500
2019-02-01 1010.4981711605900
2019-03-01 1010.5802693524901
2019-04-01 1010.2849788184500
2019-05-01 1010.0893423849800
2019-06-01 1011.7089540357599
2019-07-01 1012.8381538032801
2019-08-01 1014.6017224934300
2019-09-01 1012.9829776062600
2019-10-01 1012.2936486396200
2019-11-01 1017.1264844874499
2019-12-01 1018.7959497328999
2020-01-01 1021.5875455276899
2020-02-01 1023.2179453625300
2020-03-01 1010.5451056537199
2020-04-01 859.1974013975080
2020-05-01 867.8377220715499
2020-06-01 885.0811308942681
2020-07-01 892.8725709342630
2020-08-01 897.6197345733310
2020-09-01 905.0514073518060
2020-10-01 921.9033231150611
2020-11-01 924.5958587652970
2020-12-01 916.5838543639890
2021-01-01 914.7262792187960
2021-02-01 926.0823491769010
2021-03-01 930.4502980607650
2021-04-01 942.4662192350220
2021-05-01 945.7215093312340
2021-06-01 948.9308455148520
2021-07-01 959.0740516572590
2021-08-01 959.6331559646450
2021-09-01 958.8997096174410
2021-10-01 972.2778657293179
2021-11-01 975.6683393963659
2021-12-01 977.6868803721710
2022-01-01 979.4378831623940
2022-02-01 987.0783433017980
2022-03-01 989.3210430526540
2022-04-01 987.4281374168860
2022-05-01 986.8162693816040
2022-06-01 988.8300351527650
2022-07-01 989.3788661059519
2022-08-01 992.9410881465320
2022-09-01 992.8498227925850
2022-10-01 992.1175331010670
2022-11-01 992.5319137877341
2022-12-01 992.7262482360890
2023-01-01 993.4261279063640
2023-02-01 995.6500061193080
2023-03-01 995.5134861296770
2023-04-01 998.4271932021470
2023-05-01 999.1680233653470
2023-06-01 1000.5671682208801
2023-07-01 1000.6037703052000
2023-08-01 1001.7242515471700
2023-09-01 1003.2865269319199
2023-10-01 1004.8769147787900
2023-11-01 1006.3985102500999
2023-12-01 1008.5276204007499
2024-01-01 1011.4746398951801
2024-02-01 1010.2964352660600
2024-03-01 1011.4914529024198
2024-04-01 1012.7974479884800
2024-05-01 1014.4978447988001
2024-06-01 1016.1519550744099
2024-07-01 1017.4398440965100
2024-08-01 1016.5616125302301

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