Table Data - All Employees: Service-Providing in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Service-Providing in Oakland-Fremont-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 2026-07-01 |
| Last Updated | 2026-08-21 7:25 PM 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 | 716.673012875108 |
| 1990-02-01 | 716.404886649921 |
| 1990-03-01 | 718.102315795731 |
| 1990-04-01 | 721.005432460247 |
| 1990-05-01 | 723.300872982334 |
| 1990-06-01 | 727.879679167706 |
| 1990-07-01 | 733.937685400609 |
| 1990-08-01 | 733.783923770137 |
| 1990-09-01 | 736.720197438876 |
| 1990-10-01 | 738.540534579568 |
| 1990-11-01 | 740.232018189609 |
| 1990-12-01 | 740.671404672414 |
| 1991-01-01 | 743.194746475324 |
| 1991-02-01 | 742.297393330172 |
| 1991-03-01 | 741.384156309669 |
| 1991-04-01 | 740.994531925948 |
| 1991-05-01 | 740.542761376978 |
| 1991-06-01 | 740.801143433060 |
| 1991-07-01 | 738.979424739079 |
| 1991-08-01 | 739.063812652992 |
| 1991-09-01 | 737.850283238892 |
| 1991-10-01 | 738.078036604925 |
| 1991-11-01 | 739.288849588344 |
| 1991-12-01 | 737.331678094384 |
| 1992-01-01 | 735.964574662878 |
| 1992-02-01 | 735.955677794316 |
| 1992-03-01 | 737.445405392405 |
| 1992-04-01 | 739.460939211243 |
| 1992-05-01 | 738.824885325899 |
| 1992-06-01 | 736.290385911524 |
| 1992-07-01 | 738.004693811979 |
| 1992-08-01 | 736.841656794220 |
| 1992-09-01 | 739.752575003129 |
| 1992-10-01 | 741.009036073102 |
| 1992-11-01 | 740.368866948629 |
| 1992-12-01 | 740.122228264743 |
| 1993-01-01 | 745.537240990024 |
| 1993-02-01 | 745.399288673303 |
| 1993-03-01 | 745.177275651113 |
| 1993-04-01 | 745.456590506695 |
| 1993-05-01 | 745.887322785514 |
| 1993-06-01 | 747.077708815139 |
| 1993-07-01 | 746.833934458223 |
| 1993-08-01 | 746.835396417738 |
| 1993-09-01 | 745.074734355601 |
| 1993-10-01 | 746.458711627129 |
| 1993-11-01 | 745.790920929634 |
| 1993-12-01 | 748.147314872769 |
| 1994-01-01 | 746.988952008458 |
| 1994-02-01 | 748.180249746519 |
| 1994-03-01 | 751.414076892565 |
| 1994-04-01 | 749.042505431945 |
| 1994-05-01 | 748.680062467405 |
| 1994-06-01 | 747.324113242948 |
| 1994-07-01 | 747.036200105172 |
| 1994-08-01 | 748.297417387271 |
| 1994-09-01 | 749.524353079677 |
| 1994-10-01 | 749.858121525274 |
| 1994-11-01 | 752.535139087978 |
| 1994-12-01 | 752.998287161792 |
| 1995-01-01 | 755.278239597563 |
| 1995-02-01 | 757.693225780548 |
| 1995-03-01 | 759.434337619818 |
| 1995-04-01 | 758.981729263636 |
| 1995-05-01 | 759.234972959960 |
| 1995-06-01 | 762.968462228488 |
| 1995-07-01 | 764.364492098318 |
| 1995-08-01 | 765.811501595592 |
| 1995-09-01 | 770.029871454712 |
| 1995-10-01 | 763.998525586098 |
| 1995-11-01 | 766.440672782312 |
| 1995-12-01 | 765.753363433379 |
| 1996-01-01 | 766.356143582013 |
| 1996-02-01 | 765.807105912297 |
| 1996-03-01 | 764.640691149602 |
| 1996-04-01 | 765.217297403323 |
| 1996-05-01 | 767.460057247031 |
| 1996-06-01 | 770.858934889759 |
| 1996-07-01 | 773.477354543434 |
| 1996-08-01 | 774.514796419029 |
| 1996-09-01 | 776.488741618672 |
| 1996-10-01 | 779.337786379234 |
| 1996-11-01 | 784.321296193477 |
| 1996-12-01 | 784.325068592372 |
| 1997-01-01 | 784.202571526233 |
| 1997-02-01 | 785.837868027460 |
| 1997-03-01 | 789.727355819861 |
| 1997-04-01 | 793.037272404572 |
| 1997-05-01 | 795.440955378019 |
| 1997-06-01 | 796.609230465436 |
| 1997-07-01 | 798.263118372883 |
| 1997-08-01 | 799.231779474201 |
| 1997-09-01 | 803.743055815689 |
| 1997-10-01 | 803.454713682621 |
| 1997-11-01 | 804.051324194397 |
| 1997-12-01 | 806.557927474607 |
| 1998-01-01 | 807.298915022699 |
| 1998-02-01 | 809.334055801994 |
| 1998-03-01 | 812.456118401012 |
| 1998-04-01 | 813.259964058307 |
| 1998-05-01 | 814.924266885533 |
| 1998-06-01 | 816.152437177182 |
| 1998-07-01 | 815.997555731957 |
| 1998-08-01 | 819.493907783489 |
| 1998-09-01 | 824.659297076413 |
| 1998-10-01 | 824.215303341704 |
| 1998-11-01 | 827.856209580705 |
| 1998-12-01 | 829.858149165470 |
| 1999-01-01 | 831.700577172689 |
| 1999-02-01 | 834.487435833622 |
| 1999-03-01 | 836.198352170423 |
| 1999-04-01 | 838.329385519947 |
| 1999-05-01 | 840.912660349100 |
| 1999-06-01 | 840.927245814537 |
| 1999-07-01 | 845.207860261607 |
| 1999-08-01 | 846.851443327669 |
| 1999-09-01 | 848.253143808651 |
| 1999-10-01 | 849.239108375601 |
| 1999-11-01 | 849.208949705929 |
| 1999-12-01 | 853.018214178059 |
| 2000-01-01 | 855.340485704853 |
| 2000-02-01 | 856.260029207660 |
| 2000-03-01 | 859.878134551130 |
| 2000-04-01 | 864.705531319802 |
| 2000-05-01 | 867.590995172956 |
| 2000-06-01 | 871.738071641577 |
| 2000-07-01 | 871.435162624362 |
| 2000-08-01 | 873.685518313258 |
| 2000-09-01 | 873.081277742827 |
| 2000-10-01 | 873.396897308849 |
| 2000-11-01 | 875.419596107115 |
| 2000-12-01 | 877.846892645592 |
| 2001-01-01 | 880.838683202143 |
| 2001-02-01 | 880.794935829652 |
| 2001-03-01 | 883.687035641094 |
| 2001-04-01 | 880.400079845229 |
| 2001-05-01 | 877.972660084530 |
| 2001-06-01 | 878.533749942576 |
| 2001-07-01 | 880.533252454484 |
| 2001-08-01 | 880.503367424921 |
| 2001-09-01 | 877.897840489948 |
| 2001-10-01 | 877.901327362977 |
| 2001-11-01 | 873.675697724747 |
| 2001-12-01 | 874.252871365988 |
| 2002-01-01 | 877.483611571074 |
| 2002-02-01 | 878.202641765803 |
| 2002-03-01 | 881.119035185049 |
| 2002-04-01 | 875.907404497784 |
| 2002-05-01 | 876.421815577767 |
| 2002-06-01 | 876.327325545206 |
| 2002-07-01 | 875.513170862768 |
| 2002-08-01 | 876.412086762307 |
| 2002-09-01 | 878.963468572116 |
| 2002-10-01 | 880.219444999358 |
| 2002-11-01 | 880.483214321242 |
| 2002-12-01 | 879.543452503511 |
| 2003-01-01 | 878.384646965958 |
| 2003-02-01 | 878.083551250345 |
| 2003-03-01 | 877.661107251347 |
| 2003-04-01 | 874.283897319150 |
| 2003-05-01 | 873.118293029441 |
| 2003-06-01 | 872.356961236314 |
| 2003-07-01 | 870.369742589857 |
| 2003-08-01 | 869.265242968547 |
| 2003-09-01 | 869.191875323896 |
| 2003-10-01 | 869.641000488098 |
| 2003-11-01 | 869.261470726599 |
| 2003-12-01 | 868.696312203126 |
| 2004-01-01 | 866.031729810603 |
| 2004-02-01 | 866.503103004732 |
| 2004-03-01 | 868.111650260805 |
| 2004-04-01 | 870.395903122043 |
| 2004-05-01 | 871.044795171630 |
| 2004-06-01 | 872.311170284832 |
| 2004-07-01 | 871.866678494631 |
| 2004-08-01 | 869.693984556216 |
| 2004-09-01 | 868.994938812256 |
| 2004-10-01 | 872.436725002145 |
| 2004-11-01 | 873.272908914743 |
| 2004-12-01 | 874.796874709158 |
| 2005-01-01 | 876.227207058787 |
| 2005-02-01 | 875.586696658877 |
| 2005-03-01 | 875.883244207535 |
| 2005-04-01 | 878.693306192631 |
| 2005-05-01 | 878.379862129505 |
| 2005-06-01 | 878.074628141568 |
| 2005-07-01 | 879.391767939477 |
| 2005-08-01 | 880.557174472571 |
| 2005-09-01 | 882.895733796951 |
| 2005-10-01 | 883.047803537366 |
| 2005-11-01 | 883.919823357386 |
| 2005-12-01 | 885.476150474633 |
| 2006-01-01 | 888.437364997525 |
| 2006-02-01 | 890.084088098950 |
| 2006-03-01 | 891.573608841067 |
| 2006-04-01 | 891.049437818435 |
| 2006-05-01 | 893.186156411622 |
| 2006-06-01 | 894.514191134188 |
| 2006-07-01 | 896.010275703203 |
| 2006-08-01 | 897.005493510110 |
| 2006-09-01 | 896.543905869735 |
| 2006-10-01 | 897.036328585276 |
| 2006-11-01 | 897.478046506102 |
| 2006-12-01 | 896.646169946146 |
| 2007-01-01 | 897.444817174284 |
| 2007-02-01 | 900.448395320278 |
| 2007-03-01 | 903.509982540313 |
| 2007-04-01 | 897.966386113804 |
| 2007-05-01 | 900.828640048787 |
| 2007-06-01 | 901.616616264027 |
| 2007-07-01 | 902.030603725613 |
| 2007-08-01 | 904.000333347622 |
| 2007-09-01 | 904.712877800681 |
| 2007-10-01 | 902.845492563002 |
| 2007-11-01 | 904.753634180073 |
| 2007-12-01 | 905.115891902876 |
| 2008-01-01 | 904.183912382860 |
| 2008-02-01 | 904.247138926998 |
| 2008-03-01 | 902.144041311668 |
| 2008-04-01 | 900.445306612363 |
| 2008-05-01 | 898.032950555913 |
| 2008-06-01 | 899.207837260287 |
| 2008-07-01 | 900.629794902682 |
| 2008-08-01 | 898.520887570161 |
| 2008-09-01 | 894.542797449840 |
| 2008-10-01 | 891.259881056333 |
| 2008-11-01 | 885.643679583789 |
| 2008-12-01 | 882.909958563323 |
| 2009-01-01 | 880.838475442038 |
| 2009-02-01 | 874.389598428419 |
| 2009-03-01 | 869.167116789952 |
| 2009-04-01 | 864.680883008342 |
| 2009-05-01 | 860.243844894905 |
| 2009-06-01 | 859.488416332484 |
| 2009-07-01 | 851.935001104943 |
| 2009-08-01 | 841.303802420143 |
| 2009-09-01 | 846.835259496753 |
| 2009-10-01 | 850.903307791015 |
| 2009-11-01 | 847.935524567755 |
| 2009-12-01 | 847.779808340111 |
| 2010-01-01 | 845.337262859359 |
| 2010-02-01 | 843.644416555365 |
| 2010-03-01 | 844.956313816733 |
| 2010-04-01 | 845.845273152296 |
| 2010-05-01 | 848.321268404747 |
| 2010-06-01 | 848.298340821743 |
| 2010-07-01 | 836.715548830671 |
| 2010-08-01 | 833.935966089272 |
| 2010-09-01 | 846.947479672384 |
| 2010-10-01 | 846.577473623975 |
| 2010-11-01 | 847.252939442722 |
| 2010-12-01 | 846.625482202331 |
| 2011-01-01 | 847.390363053828 |
| 2011-02-01 | 847.672014751421 |
| 2011-03-01 | 849.636395237867 |
| 2011-04-01 | 851.051869750758 |
| 2011-05-01 | 850.032227972588 |
| 2011-06-01 | 851.500743394014 |
| 2011-07-01 | 853.071643349312 |
| 2011-08-01 | 854.020005642325 |
| 2011-09-01 | 856.491537034200 |
| 2011-10-01 | 857.769171035461 |
| 2011-11-01 | 856.962271516380 |
| 2011-12-01 | 857.831685097049 |
| 2012-01-01 | 864.201849022951 |
| 2012-02-01 | 864.768461082289 |
| 2012-03-01 | 867.304699222211 |
| 2012-04-01 | 870.935758327276 |
| 2012-05-01 | 873.245107299560 |
| 2012-06-01 | 875.930146865267 |
| 2012-07-01 | 877.192516228343 |
| 2012-08-01 | 880.272047298232 |
| 2012-09-01 | 881.354510219879 |
| 2012-10-01 | 883.481582623613 |
| 2012-11-01 | 887.418799939423 |
| 2012-12-01 | 889.344322648523 |
| 2013-01-01 | 890.486353950625 |
| 2013-02-01 | 892.901541893352 |
| 2013-03-01 | 894.287370515354 |
| 2013-04-01 | 895.369551130613 |
| 2013-05-01 | 897.268199149631 |
| 2013-06-01 | 894.670282931647 |
| 2013-07-01 | 899.552789517659 |
| 2013-08-01 | 902.287376327378 |
| 2013-09-01 | 904.675296960920 |
| 2013-10-01 | 907.566907102085 |
| 2013-11-01 | 908.646147936855 |
| 2013-12-01 | 907.380054167647 |
| 2014-01-01 | 910.536705376085 |
| 2014-02-01 | 912.882668183590 |
| 2014-03-01 | 913.486112863690 |
| 2014-04-01 | 916.383221270704 |
| 2014-05-01 | 918.859467752717 |
| 2014-06-01 | 920.240947119724 |
| 2014-07-01 | 919.482292848975 |
| 2014-08-01 | 921.964739999731 |
| 2014-09-01 | 922.563507012906 |
| 2014-10-01 | 923.684803724386 |
| 2014-11-01 | 927.881449212506 |
| 2014-12-01 | 929.704781680447 |
| 2015-01-01 | 932.994783913431 |
| 2015-02-01 | 934.142042917559 |
| 2015-03-01 | 937.093556665484 |
| 2015-04-01 | 940.512366236253 |
| 2015-05-01 | 941.515825977881 |
| 2015-06-01 | 942.376160739518 |
| 2015-07-01 | 948.939197933127 |
| 2015-08-01 | 951.179325281350 |
| 2015-09-01 | 951.963979057713 |
| 2015-10-01 | 954.817635511937 |
| 2015-11-01 | 956.249479004773 |
| 2015-12-01 | 959.194645896462 |
| 2016-01-01 | 962.559305522349 |
| 2016-02-01 | 964.775468699778 |
| 2016-03-01 | 964.161115155273 |
| 2016-04-01 | 971.961534417258 |
| 2016-05-01 | 971.111808879573 |
| 2016-06-01 | 969.879800478144 |
| 2016-07-01 | 976.780697479644 |
| 2016-08-01 | 977.876346593982 |
| 2016-09-01 | 982.145756103239 |
| 2016-10-01 | 984.604726806639 |
| 2016-11-01 | 985.815317134527 |
| 2016-12-01 | 986.458901943792 |
| 2017-01-01 | 987.677459461485 |
| 2017-02-01 | 989.251103061647 |
| 2017-03-01 | 992.292169904842 |
| 2017-04-01 | 991.051251183007 |
| 2017-05-01 | 992.515478250026 |
| 2017-06-01 | 993.940030183270 |
| 2017-07-01 | 992.984014120419 |
| 2017-08-01 | 992.988797182235 |
| 2017-09-01 | 995.877618885785 |
| 2017-10-01 | 997.484588341166 |
| 2017-11-01 | 996.874738085903 |
| 2017-12-01 | 998.776253009584 |
| 2018-01-01 | 999.207307286394 |
| 2018-02-01 | 1001.008558938400 |
| 2018-03-01 | 1003.248514386170 |
| 2018-04-01 | 1003.638434431970 |
| 2018-05-01 | 1003.393147508570 |
| 2018-06-01 | 1005.654599850630 |
| 2018-07-01 | 1003.662078199050 |
| 2018-08-01 | 1006.723418694570 |
| 2018-09-01 | 1007.186673010800 |
| 2018-10-01 | 1006.082086041930 |
| 2018-11-01 | 1006.642496211570 |
| 2018-12-01 | 1009.000307630180 |
| 2019-01-01 | 1007.671160058870 |
| 2019-02-01 | 1010.667642217240 |
| 2019-03-01 | 1010.506734690700 |
| 2019-04-01 | 1010.188897239670 |
| 2019-05-01 | 1010.295524932330 |
| 2019-06-01 | 1012.150291299660 |
| 2019-07-01 | 1013.289607200800 |
| 2019-08-01 | 1015.464522439300 |
| 2019-09-01 | 1013.948864415550 |
| 2019-10-01 | 1012.159751977480 |
| 2019-11-01 | 1016.779573584410 |
| 2019-12-01 | 1018.703427778120 |
| 2020-01-01 | 1021.391974809290 |
| 2020-02-01 | 1023.406894176770 |
| 2020-03-01 | 1010.442459198300 |
| 2020-04-01 | 859.206081924156 |
| 2020-05-01 | 868.145627083992 |
| 2020-06-01 | 885.495331982154 |
| 2020-07-01 | 893.392588662310 |
| 2020-08-01 | 898.260927967116 |
| 2020-09-01 | 905.887383458141 |
| 2020-10-01 | 919.495517698788 |
| 2020-11-01 | 921.707426915875 |
| 2020-12-01 | 913.932481702364 |
| 2021-01-01 | 911.797572607305 |
| 2021-02-01 | 923.583675162154 |
| 2021-03-01 | 927.933211914102 |
| 2021-04-01 | 940.148587018371 |
| 2021-05-01 | 943.867392877712 |
| 2021-06-01 | 947.360771483781 |
| 2021-07-01 | 957.290864566048 |
| 2021-08-01 | 958.022717279739 |
| 2021-09-01 | 957.542764466971 |
| 2021-10-01 | 969.482739403082 |
| 2021-11-01 | 972.450336571993 |
| 2021-12-01 | 974.647319500605 |
| 2022-01-01 | 975.964252964963 |
| 2022-02-01 | 983.661719167075 |
| 2022-03-01 | 985.803286411756 |
| 2022-04-01 | 983.882441437563 |
| 2022-05-01 | 983.784729930077 |
| 2022-06-01 | 986.428011138328 |
| 2022-07-01 | 986.529062061360 |
| 2022-08-01 | 989.991974062962 |
| 2022-09-01 | 990.088601695228 |
| 2022-10-01 | 988.235848328145 |
| 2022-11-01 | 988.209568388151 |
| 2022-12-01 | 988.828830770123 |
| 2023-01-01 | 988.281253153383 |
| 2023-02-01 | 991.206800166422 |
| 2023-03-01 | 990.844644560167 |
| 2023-04-01 | 993.042040643596 |
| 2023-05-01 | 994.594055631045 |
| 2023-06-01 | 997.942038136438 |
| 2023-07-01 | 998.145267821246 |
| 2023-08-01 | 1001.120164577800 |
| 2023-09-01 | 1003.360379350120 |
| 2023-10-01 | 1001.827504480160 |
| 2023-11-01 | 1003.457948687420 |
| 2023-12-01 | 1004.876826368870 |
| 2024-01-01 | 1009.811816842270 |
| 2024-02-01 | 1006.680066288660 |
| 2024-03-01 | 1004.823267645280 |
| 2024-04-01 | 1008.920586707270 |
| 2024-05-01 | 1010.352575661360 |
| 2024-06-01 | 1010.418244689210 |
| 2024-07-01 | 1013.724415033610 |
| 2024-08-01 | 1010.485303572930 |
| 2024-09-01 | 1009.487963934990 |
| 2024-10-01 | 1013.248085121030 |
| 2024-11-01 | 1013.542403158460 |
| 2024-12-01 | 1011.871391294090 |
| 2025-01-01 | 1014.024467278630 |
| 2025-02-01 | 1013.069479624370 |
| 2025-03-01 | 1013.120295941410 |
| 2025-04-01 | 1014.683007009000 |
| 2025-05-01 | 1014.036155327710 |
| 2025-06-01 | 1012.795953716200 |
| 2025-07-01 | 1016.059455367660 |
| 2025-08-01 | 1015.333502866200 |
| 2025-09-01 | 1017.156133503490 |
| 2025-10-01 | 1018.548961249250 |
| 2025-11-01 | 1019.940163481920 |
| 2025-12-01 | 1022.754536127030 |
| 2026-01-01 | 1023.682560623820 |
| 2026-02-01 | 1023.809437696120 |
| 2026-03-01 | 1024.548613887390 |
| 2026-04-01 | 1023.121306822400 |
| 2026-05-01 | 1023.640871530830 |
| 2026-06-01 | 1023.826771057960 |
| 2026-07-01 | 1021.730040479710 |