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 2024-10-01
Last Updated 2024-11-20 6:51 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
1990-01-01 716.6730128743491
1990-02-01 716.4048866499250
1990-03-01 718.1023157958450
1990-04-01 721.0054324605950
1990-05-01 723.3008729826550
1990-06-01 727.8796791680859
1990-07-01 733.9376854010670
1990-08-01 733.7839237700349
1990-09-01 736.7201974387380
1990-10-01 738.5405345791701
1990-11-01 740.2320181894321
1990-12-01 740.6714046722480
1991-01-01 743.1947464743829
1991-02-01 742.2973933301449
1991-03-01 741.3841563097120
1991-04-01 740.9945319264180
1991-05-01 740.5427613776849
1991-06-01 740.8011434340649
1991-07-01 738.9794247400990
1991-08-01 739.0638126529769
1991-09-01 737.8502832381560
1991-10-01 738.0780366033749
1991-11-01 739.2888495871620
1991-12-01 737.3316780939740
1992-01-01 735.9645746623450
1992-02-01 735.9556777949680
1992-03-01 737.4454053927631
1992-04-01 739.4609392120170
1992-05-01 738.8248853262551
1992-06-01 736.2903859128110
1992-07-01 738.0046938140540
1992-08-01 736.8416567959731
1992-09-01 739.7525750021899
1992-10-01 741.0090360656261
1992-11-01 740.3688669488820
1992-12-01 740.1222282673759
1993-01-01 745.5372409938170
1993-02-01 745.3992886768340
1993-03-01 745.1772756498030
1993-04-01 745.4565905004800
1993-05-01 745.8873227726090
1993-06-01 747.0777088066650
1993-07-01 746.8339344620410
1993-08-01 746.8353964342931
1993-09-01 745.0747343742751
1993-10-01 746.4587116318820
1993-11-01 745.7909209231129
1993-12-01 748.1473148767900
1994-01-01 746.9889520082099
1994-02-01 748.1802497552960
1994-03-01 751.4140768736630
1994-04-01 749.0425054029630
1994-05-01 748.6800624251899
1994-06-01 747.3241132170750
1994-07-01 747.0362001239740
1994-08-01 748.2974174447220
1994-09-01 749.5243531714990
1994-10-01 749.8581215381760
1994-11-01 752.5351390510331
1994-12-01 752.9982871418119
1995-01-01 755.2782395868130
1995-02-01 757.6932258193581
1995-03-01 759.4343375939579
1995-04-01 758.9817291904201
1995-05-01 759.2349728779111
1995-06-01 762.9684621634959
1995-07-01 764.3644920766769
1995-08-01 765.8115015825440
1995-09-01 770.0298720785480
1995-10-01 763.9985254441530
1995-11-01 766.4406725773250
1995-12-01 765.7533633304970
1996-01-01 766.3561435784110
1996-02-01 765.8071060467070
1996-03-01 764.6406912042710
1996-04-01 765.2172973246879
1996-05-01 767.4600571098740
1996-06-01 770.8589347522550
1996-07-01 773.4773544322741
1996-08-01 774.5147963195101
1996-09-01 776.4887428378371
1996-10-01 779.3377862006371
1996-11-01 784.3212950917180
1996-12-01 784.3250685449240
1997-01-01 784.2025717177080
1997-02-01 785.8378684098230
1997-03-01 789.7273561576719
1997-04-01 793.0372726271100
1997-05-01 795.4409555705250
1997-06-01 796.6092294740911
1997-07-01 798.2631185604449
1997-08-01 799.2317794266830
1997-09-01 803.7430573500940
1997-10-01 803.4547128467790
1997-11-01 804.0513213641020
1997-12-01 806.5579268730479
1998-01-01 807.2989153508521
1998-02-01 809.3340570308670
1998-03-01 812.4561216769200
1998-04-01 813.2599654015289
1998-05-01 814.9242670635940
1998-06-01 816.1524350974009
1998-07-01 815.9975557212050
1998-08-01 819.4939074139430
1998-09-01 824.6592977095640
1998-10-01 824.2153010718920
1998-11-01 827.8562028139571
1998-12-01 829.8581498636380
1999-01-01 831.7005777787781
1999-02-01 834.4874388731649
1999-03-01 836.1983625658970
1999-04-01 838.3293875836300
1999-05-01 840.9126584081920
1999-06-01 840.9272399913140
1999-07-01 845.2078582721110
1999-08-01 846.8514425380561
1999-09-01 848.2531435472090
1999-10-01 849.2391051461220
1999-11-01 849.2089433889830
1999-12-01 853.0182220021210
2000-01-01 855.3404877890830
2000-02-01 856.2600248990010
2000-03-01 859.8781749968500
2000-04-01 864.7055123460331
2000-05-01 867.5909749884289
2000-06-01 871.7380581469220
2000-07-01 871.4351618409979
2000-08-01 873.6855223900000
2000-09-01 873.0812825231591
2000-10-01 873.3969009043370
2000-11-01 875.4195959729010
2000-12-01 877.8469160943240
2001-01-01 880.8387032490571
2001-02-01 880.7949191107069
2001-03-01 883.6870872285960
2001-04-01 880.4000176445970
2001-05-01 877.9726067442821
2001-06-01 878.5337207055750
2001-07-01 880.5332473455251
2001-08-01 880.5034310767230
2001-09-01 877.8978601337441
2001-10-01 877.9013235190320
2001-11-01 873.6757017548160
2001-12-01 874.2528910130611
2002-01-01 877.4836482125420
2002-02-01 878.2026618892970
2002-03-01 881.1191948380700
2002-04-01 875.9070495244949
2002-05-01 876.4218196210250
2002-06-01 876.3273229812470
2002-07-01 875.5131632992020
2002-08-01 876.4122016879870
2002-09-01 878.9635040934950
2002-10-01 880.2194187586670
2002-11-01 880.4831899485430
2002-12-01 879.5434495583820
2003-01-01 878.3847216886070
2003-02-01 878.0836647434510
2003-03-01 877.6613940729061
2003-04-01 874.2832842823170
2003-05-01 873.1183403291690
2003-06-01 872.3569377474780
2003-07-01 870.3696924437520
2003-08-01 869.2654069626790
2003-09-01 869.1919399293171
2003-10-01 869.6409469542110
2003-11-01 869.2614289576050
2003-12-01 868.6962874405780
2004-01-01 866.0317708611730
2004-02-01 866.5031282078819
2004-03-01 868.1123939256250
2004-04-01 870.3951364363969
2004-05-01 871.0446288359710
2004-06-01 872.3110647070420
2004-07-01 871.8667508215220
2004-08-01 869.6944124780820
2004-09-01 868.9952687128481
2004-10-01 872.4367154901489
2004-11-01 873.2726192493479
2004-12-01 874.7964023130521
2005-01-01 876.2267988449130
2005-02-01 875.5864800793499
2005-03-01 875.8845487543810
2005-04-01 878.6930801101131
2005-05-01 878.3787276763800
2005-06-01 878.0749398531700
2005-07-01 879.3918883941991
2005-08-01 880.5585802791400
2005-09-01 882.8968417501420
2005-10-01 883.0480254206600
2005-11-01 883.9190118714270
2005-12-01 885.4747394326570
2006-01-01 888.4351581852130
2006-02-01 890.0836892316830
2006-03-01 891.5756946316430
2006-04-01 891.0499280766691
2006-05-01 893.1839198229620
2006-06-01 894.5143096918140
2006-07-01 896.0099389093950
2006-08-01 897.0098370055130
2006-09-01 896.5481620155259
2006-10-01 897.0372104125300
2006-11-01 897.4765174142400
2006-12-01 896.6426045387309
2007-01-01 897.4372557699550
2007-02-01 900.4455182819400
2007-03-01 903.5163286611960
2007-04-01 897.9689411071370
2007-05-01 900.8254870771180
2007-06-01 901.6130221963360
2007-07-01 902.0310622848219
2007-08-01 904.0078886162660
2007-09-01 904.7242399020489
2007-10-01 902.8434879258060
2007-11-01 904.7542647427030
2007-12-01 905.1124849435860
2008-01-01 904.1669251892399
2008-02-01 904.2397264198399
2008-03-01 902.1552790380350
2008-04-01 900.4526096757200
2008-05-01 898.0274335411150
2008-06-01 899.1990095754370
2008-07-01 900.6304490884480
2008-08-01 898.5292380013569
2008-09-01 894.5637301869299
2008-10-01 891.2576786095050
2008-11-01 885.6501798468880
2008-12-01 882.9093632940160
2009-01-01 880.8004134067821
2009-02-01 874.3782620644411
2009-03-01 869.1870120956821
2009-04-01 864.6951955400440
2009-05-01 860.2321737691079
2009-06-01 859.4782733030220
2009-07-01 851.9387469039290
2009-08-01 841.3069045459380
2009-09-01 846.8594415969140
2009-10-01 850.9038733456840
2009-11-01 847.9486868505460
2009-12-01 847.7830548238460
2010-01-01 845.2846002849969
2010-02-01 843.6281386553440
2010-03-01 844.7777854335609
2010-04-01 845.6700283087199
2010-05-01 848.1039785044040
2010-06-01 848.0928863339950
2010-07-01 836.5198714198151
2010-08-01 833.7311786884940
2010-09-01 846.7699634604160
2010-10-01 846.4839596412640
2010-11-01 847.0788420516079
2010-12-01 846.4216453984089
2011-01-01 847.2288495637531
2011-02-01 847.5524761072279
2011-03-01 849.5603033055910
2011-04-01 850.9850262404390
2011-05-01 850.0113077977570
2011-06-01 851.5003196301410
2011-07-01 853.0799944866630
2011-08-01 854.0089085787150
2011-09-01 856.4065099987220
2011-10-01 857.6752202942710
2011-11-01 856.9976016251750
2011-12-01 857.8121977364360
2012-01-01 864.0457990993821
2012-02-01 864.7481921454150
2012-03-01 867.2279572752810
2012-04-01 870.8769987974671
2012-05-01 873.2197969340081
2012-06-01 875.8541462030710
2012-07-01 877.0922378598129
2012-08-01 880.2489348346120
2012-09-01 881.3606499968449
2012-10-01 883.3880856279370
2012-11-01 887.3576007454740
2012-12-01 889.2093322369300
2013-01-01 890.3397014413770
2013-02-01 892.8876406013920
2013-03-01 894.3181472188040
2013-04-01 895.3118916581441
2013-05-01 897.2455948688980
2013-06-01 894.6190371446429
2013-07-01 899.5432113272169
2013-08-01 902.2490668779891
2013-09-01 904.6676261946750
2013-10-01 907.5648996746360
2013-11-01 908.5806220366290
2013-12-01 907.2367018798850
2014-01-01 910.4042238415390
2014-02-01 912.7725650236440
2014-03-01 913.4439149762309
2014-04-01 916.3197725690900
2014-05-01 918.7382681999760
2014-06-01 920.2160977259700
2014-07-01 919.3781873340030
2014-08-01 921.7547089256179
2014-09-01 922.4614794884370
2014-10-01 923.5870516408230
2014-11-01 927.7119833405330
2014-12-01 929.5509471857561
2015-01-01 932.8753160859970
2015-02-01 934.0461376507960
2015-03-01 936.9888692720399
2015-04-01 940.3446428813229
2015-05-01 941.4071764187370
2015-06-01 942.3471138224679
2015-07-01 948.8428044001610
2015-08-01 950.8773810010350
2015-09-01 951.7551111844740
2015-10-01 954.6169023062060
2015-11-01 956.1864384719639
2015-12-01 958.9606711980770
2016-01-01 962.3585840053180
2016-02-01 964.6056295889599
2016-03-01 964.1110115142890
2016-04-01 971.8004788243550
2016-05-01 970.9108711254449
2016-06-01 969.7309608387620
2016-07-01 976.5565095869610
2016-08-01 977.3297817900640
2016-09-01 981.8877948286521
2016-10-01 984.5703785274880
2016-11-01 985.6581387471080
2016-12-01 986.3728239466180
2017-01-01 987.6213360711250
2017-02-01 989.1331191988790
2017-03-01 992.2942878934559
2017-04-01 990.9046276339529
2017-05-01 992.4682295786799
2017-06-01 993.8217769576530
2017-07-01 992.6882485817050
2017-08-01 992.3031041139191
2017-09-01 995.5178305484711
2017-10-01 997.3622796533990
2017-11-01 996.8887961443790
2017-12-01 998.7941959331900
2018-01-01 999.2608151496221
2018-02-01 1000.8679262040500
2018-03-01 1003.3329903687700
2018-04-01 1003.5737894325300
2018-05-01 1003.2190420934301
2018-06-01 1005.3229634837200
2018-07-01 1003.2767227144301
2018-08-01 1005.8838066383901
2018-09-01 1006.4375746891801
2018-10-01 1006.1458337925200
2018-11-01 1006.8121982864301
2018-12-01 1009.0024379390401
2019-01-01 1007.7578890007700
2019-02-01 1010.5002459341199
2019-03-01 1010.6494377876300
2019-04-01 1010.2935839907401
2019-05-01 1010.0843368350600
2019-06-01 1011.6820224225199
2019-07-01 1012.7960417934698
2019-08-01 1014.5633351538000
2019-09-01 1012.9235039967401
2019-10-01 1012.3563745565599
2019-11-01 1017.1284627178600
2019-12-01 1018.7970567512500
2020-01-01 1021.6043190718301
2020-02-01 1023.2242649863499
2020-03-01 1010.6589962369001
2020-04-01 859.2126572991880
2020-05-01 867.8324063976320
2020-06-01 885.0420974972391
2020-07-01 892.8091776620830
2020-08-01 897.5637362348210
2020-09-01 904.9683188190690
2020-10-01 921.9723351581540
2020-11-01 924.6003871045889
2020-12-01 916.5935561670200
2021-01-01 914.7551110891319
2021-02-01 926.1098015108800
2021-03-01 930.5974917569600
2021-04-01 942.5058922776710
2021-05-01 945.7205886046240
2021-06-01 948.8773580461640
2021-07-01 958.9810908820771
2021-08-01 959.4928390796249
2021-09-01 958.7225155817540
2021-10-01 972.4050757602740
2021-11-01 975.6939669442850
2021-12-01 977.6950485009940
2022-01-01 979.4938990956180
2022-02-01 987.1554474280839
2022-03-01 989.5246620341941
2022-04-01 987.5029968136279
2022-05-01 986.8243653341921
2022-06-01 988.7558271280510
2022-07-01 989.2435140027840
2022-08-01 992.6859224118491
2022-09-01 992.6025450310150
2022-10-01 992.2937952110921
2022-11-01 992.5805482842970
2022-12-01 992.7286741026190
2023-01-01 993.5114531181260
2023-02-01 995.7838679081050
2023-03-01 995.7518209199741
2023-04-01 998.5376573891949
2023-05-01 999.1884488856450
2023-06-01 1000.4796109510302
2023-07-01 1000.4330482949400
2023-08-01 1001.3427989069501
2023-09-01 1002.9841818052699
2023-10-01 1005.1033865342500
2023-11-01 1006.4739217995599
2023-12-01 1008.5172872366301
2024-01-01 1011.5892896523900
2024-02-01 1010.4879121001500
2024-03-01 1011.7468033393500
2024-04-01 1012.9360854709900
2024-05-01 1014.5285360815100
2024-06-01 1016.0445288071500
2024-07-01 1017.2252081015400
2024-08-01 1016.6858847665900
2024-09-01 1017.5184828746700
2024-10-01 1017.4676656784500

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