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 2026-05-01 |
| Last Updated | 2026-06-24 10:47 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 | 716.673012874909 |
| 1990-02-01 | 716.404886649893 |
| 1990-03-01 | 718.102315795742 |
| 1990-04-01 | 721.005432460327 |
| 1990-05-01 | 723.300872982396 |
| 1990-06-01 | 727.879679167730 |
| 1990-07-01 | 733.937685400688 |
| 1990-08-01 | 733.783923770119 |
| 1990-09-01 | 736.720197438972 |
| 1990-10-01 | 738.540534579566 |
| 1990-11-01 | 740.232018189618 |
| 1990-12-01 | 740.671404672333 |
| 1991-01-01 | 743.194746475067 |
| 1991-02-01 | 742.297393330128 |
| 1991-03-01 | 741.384156309666 |
| 1991-04-01 | 740.994531926041 |
| 1991-05-01 | 740.542761377052 |
| 1991-06-01 | 740.801143433080 |
| 1991-07-01 | 738.979424739131 |
| 1991-08-01 | 739.063812652972 |
| 1991-09-01 | 737.850283239059 |
| 1991-10-01 | 738.078036605077 |
| 1991-11-01 | 739.288849588509 |
| 1991-12-01 | 737.331678094379 |
| 1992-01-01 | 735.964574662557 |
| 1992-02-01 | 735.955677794081 |
| 1992-03-01 | 737.445405392052 |
| 1992-04-01 | 739.460939210913 |
| 1992-05-01 | 738.824885326158 |
| 1992-06-01 | 736.290385911092 |
| 1992-07-01 | 738.004693811935 |
| 1992-08-01 | 736.841656794645 |
| 1992-09-01 | 739.752575004003 |
| 1992-10-01 | 741.009036074094 |
| 1992-11-01 | 740.368866949534 |
| 1992-12-01 | 740.122228265099 |
| 1993-01-01 | 745.537240989614 |
| 1993-02-01 | 745.399288672438 |
| 1993-03-01 | 745.177275649474 |
| 1993-04-01 | 745.456590504660 |
| 1993-05-01 | 745.887322784049 |
| 1993-06-01 | 747.077708812721 |
| 1993-07-01 | 746.833934458206 |
| 1993-08-01 | 746.835396420952 |
| 1993-09-01 | 745.074734360601 |
| 1993-10-01 | 746.458711631447 |
| 1993-11-01 | 745.790920932332 |
| 1993-12-01 | 748.147314873532 |
| 1994-01-01 | 746.988952008259 |
| 1994-02-01 | 748.180249738239 |
| 1994-03-01 | 751.414076889169 |
| 1994-04-01 | 749.042505426382 |
| 1994-05-01 | 748.680062462384 |
| 1994-06-01 | 747.324113237491 |
| 1994-07-01 | 747.036200105641 |
| 1994-08-01 | 748.297417393517 |
| 1994-09-01 | 749.524353107989 |
| 1994-10-01 | 749.858121529552 |
| 1994-11-01 | 752.535139088074 |
| 1994-12-01 | 752.998287158995 |
| 1995-01-01 | 755.278239595393 |
| 1995-02-01 | 757.693225764608 |
| 1995-03-01 | 759.434337613818 |
| 1995-04-01 | 758.981729252069 |
| 1995-05-01 | 759.234972950795 |
| 1995-06-01 | 762.968462219185 |
| 1995-07-01 | 764.364492094326 |
| 1995-08-01 | 765.811501593333 |
| 1995-09-01 | 770.029871562607 |
| 1995-10-01 | 763.998525572443 |
| 1995-11-01 | 766.440672766830 |
| 1995-12-01 | 765.753363421298 |
| 1996-01-01 | 766.356143576726 |
| 1996-02-01 | 765.807105890960 |
| 1996-03-01 | 764.640691150069 |
| 1996-04-01 | 765.217297394807 |
| 1996-05-01 | 767.460057236544 |
| 1996-06-01 | 770.858934867907 |
| 1996-07-01 | 773.477354508346 |
| 1996-08-01 | 774.514796374955 |
| 1996-09-01 | 776.488741800373 |
| 1996-10-01 | 779.337786387459 |
| 1996-11-01 | 784.321296134502 |
| 1996-12-01 | 784.325068651473 |
| 1997-01-01 | 784.202571556692 |
| 1997-02-01 | 785.837867994912 |
| 1997-03-01 | 789.727355792185 |
| 1997-04-01 | 793.037272380541 |
| 1997-05-01 | 795.440955366090 |
| 1997-06-01 | 796.609230397122 |
| 1997-07-01 | 798.263118289913 |
| 1997-08-01 | 799.231779337895 |
| 1997-09-01 | 803.743056022912 |
| 1997-10-01 | 803.454713734728 |
| 1997-11-01 | 804.051324154808 |
| 1997-12-01 | 806.557927693035 |
| 1998-01-01 | 807.298915168811 |
| 1998-02-01 | 809.334055798826 |
| 1998-03-01 | 812.456118221642 |
| 1998-04-01 | 813.259964010008 |
| 1998-05-01 | 814.924266982685 |
| 1998-06-01 | 816.152436988704 |
| 1998-07-01 | 815.997555506526 |
| 1998-08-01 | 819.493907511075 |
| 1998-09-01 | 824.659297136059 |
| 1998-10-01 | 824.215303187032 |
| 1998-11-01 | 827.856209544172 |
| 1998-12-01 | 829.858150677208 |
| 1999-01-01 | 831.700577243987 |
| 1999-02-01 | 834.487435968745 |
| 1999-03-01 | 836.198351302108 |
| 1999-04-01 | 838.329385537014 |
| 1999-05-01 | 840.912660396640 |
| 1999-06-01 | 840.927245224954 |
| 1999-07-01 | 845.207859598791 |
| 1999-08-01 | 846.851442730500 |
| 1999-09-01 | 848.253143641634 |
| 1999-10-01 | 849.239108246838 |
| 1999-11-01 | 849.208950514683 |
| 1999-12-01 | 853.018218284506 |
| 2000-01-01 | 855.340486535615 |
| 2000-02-01 | 856.260028999286 |
| 2000-03-01 | 859.878133104952 |
| 2000-04-01 | 864.705528920351 |
| 2000-05-01 | 867.590993259228 |
| 2000-06-01 | 871.738070071557 |
| 2000-07-01 | 871.435161978865 |
| 2000-08-01 | 873.685518162649 |
| 2000-09-01 | 873.081278075777 |
| 2000-10-01 | 873.396898269489 |
| 2000-11-01 | 875.419598912134 |
| 2000-12-01 | 877.846901212642 |
| 2001-01-01 | 880.838687495982 |
| 2001-02-01 | 880.794934664947 |
| 2001-03-01 | 883.687030805685 |
| 2001-04-01 | 880.400071193210 |
| 2001-05-01 | 877.972653051009 |
| 2001-06-01 | 878.533745903316 |
| 2001-07-01 | 880.533251452129 |
| 2001-08-01 | 880.503372145818 |
| 2001-09-01 | 877.897842434196 |
| 2001-10-01 | 877.901330499881 |
| 2001-11-01 | 873.675706046171 |
| 2001-12-01 | 874.252884416713 |
| 2002-01-01 | 877.483621261334 |
| 2002-02-01 | 878.202645878158 |
| 2002-03-01 | 881.119039615210 |
| 2002-04-01 | 875.907339389629 |
| 2002-05-01 | 876.421815753121 |
| 2002-06-01 | 876.327326038270 |
| 2002-07-01 | 875.513171776701 |
| 2002-08-01 | 876.412097892499 |
| 2002-09-01 | 878.963476521094 |
| 2002-10-01 | 880.219453333720 |
| 2002-11-01 | 880.483229660344 |
| 2002-12-01 | 879.543472203202 |
| 2003-01-01 | 878.384662609938 |
| 2003-02-01 | 878.083557833370 |
| 2003-03-01 | 877.661112383106 |
| 2003-04-01 | 874.283768595420 |
| 2003-05-01 | 873.118296292315 |
| 2003-06-01 | 872.356968009028 |
| 2003-07-01 | 870.369751731299 |
| 2003-08-01 | 869.265267355266 |
| 2003-09-01 | 869.191895806409 |
| 2003-10-01 | 869.641019959490 |
| 2003-11-01 | 869.261495305273 |
| 2003-12-01 | 868.696335286658 |
| 2004-01-01 | 866.031748085544 |
| 2004-02-01 | 866.503114602884 |
| 2004-03-01 | 868.111636199342 |
| 2004-04-01 | 870.395680787522 |
| 2004-05-01 | 871.044800039239 |
| 2004-06-01 | 872.311185496743 |
| 2004-07-01 | 871.866710721495 |
| 2004-08-01 | 869.694044863825 |
| 2004-09-01 | 868.995002110418 |
| 2004-10-01 | 872.436776708178 |
| 2004-11-01 | 873.272948339099 |
| 2004-12-01 | 874.796900704535 |
| 2005-01-01 | 876.227214071072 |
| 2005-02-01 | 875.586683790663 |
| 2005-03-01 | 875.883164375928 |
| 2005-04-01 | 878.692986932766 |
| 2005-05-01 | 878.379787691702 |
| 2005-06-01 | 878.074598756761 |
| 2005-07-01 | 879.391941622798 |
| 2005-08-01 | 880.557322502765 |
| 2005-09-01 | 882.895899290691 |
| 2005-10-01 | 883.047937897076 |
| 2005-11-01 | 883.919917731098 |
| 2005-12-01 | 885.476224383206 |
| 2006-01-01 | 888.437164984170 |
| 2006-02-01 | 890.084074756275 |
| 2006-03-01 | 891.573419927521 |
| 2006-04-01 | 891.048951416496 |
| 2006-05-01 | 893.185955337151 |
| 2006-06-01 | 894.513962526474 |
| 2006-07-01 | 896.010567936807 |
| 2006-08-01 | 897.006064814482 |
| 2006-09-01 | 896.544401868620 |
| 2006-10-01 | 897.036558054103 |
| 2006-11-01 | 897.478157882146 |
| 2006-12-01 | 896.646237975483 |
| 2007-01-01 | 897.444302138565 |
| 2007-02-01 | 900.448356344153 |
| 2007-03-01 | 903.509573228862 |
| 2007-04-01 | 897.965683860565 |
| 2007-05-01 | 900.828333266295 |
| 2007-06-01 | 901.615712024155 |
| 2007-07-01 | 902.031450142951 |
| 2007-08-01 | 904.001608464001 |
| 2007-09-01 | 904.713811924987 |
| 2007-10-01 | 902.845868673264 |
| 2007-11-01 | 904.753746794813 |
| 2007-12-01 | 905.115824066658 |
| 2008-01-01 | 904.182909769015 |
| 2008-02-01 | 904.246958050219 |
| 2008-03-01 | 902.143363544932 |
| 2008-04-01 | 900.444399508947 |
| 2008-05-01 | 898.032598005082 |
| 2008-06-01 | 899.206358117582 |
| 2008-07-01 | 900.631242000773 |
| 2008-08-01 | 898.523022542554 |
| 2008-09-01 | 894.544195741875 |
| 2008-10-01 | 891.260351925951 |
| 2008-11-01 | 885.643927834163 |
| 2008-12-01 | 882.909282756327 |
| 2009-01-01 | 880.836280903417 |
| 2009-02-01 | 874.389681114000 |
| 2009-03-01 | 869.166722953592 |
| 2009-04-01 | 864.680242276804 |
| 2009-05-01 | 860.243606120116 |
| 2009-06-01 | 859.486497255969 |
| 2009-07-01 | 851.936696026523 |
| 2009-08-01 | 841.306110975932 |
| 2009-09-01 | 846.836795931398 |
| 2009-10-01 | 850.903837643848 |
| 2009-11-01 | 847.935795120882 |
| 2009-12-01 | 847.778374694083 |
| 2010-01-01 | 845.334005784629 |
| 2010-02-01 | 843.645002497249 |
| 2010-03-01 | 844.956946876719 |
| 2010-04-01 | 845.845547880470 |
| 2010-05-01 | 848.321114826398 |
| 2010-06-01 | 848.296472418963 |
| 2010-07-01 | 836.716259476702 |
| 2010-08-01 | 833.937495822285 |
| 2010-09-01 | 846.948894605563 |
| 2010-10-01 | 846.578666492664 |
| 2010-11-01 | 847.254432761266 |
| 2010-12-01 | 846.620216257892 |
| 2011-01-01 | 847.387570970573 |
| 2011-02-01 | 847.674234040019 |
| 2011-03-01 | 849.638023972029 |
| 2011-04-01 | 851.053399366129 |
| 2011-05-01 | 850.034358378783 |
| 2011-06-01 | 851.502771250510 |
| 2011-07-01 | 853.059059752806 |
| 2011-08-01 | 854.024180126754 |
| 2011-09-01 | 856.494948837428 |
| 2011-10-01 | 857.769412014592 |
| 2011-11-01 | 856.965555424239 |
| 2011-12-01 | 857.823945369308 |
| 2012-01-01 | 864.200762114775 |
| 2012-02-01 | 864.771713047789 |
| 2012-03-01 | 867.307056682584 |
| 2012-04-01 | 870.938193820064 |
| 2012-05-01 | 873.248805951314 |
| 2012-06-01 | 875.938152974571 |
| 2012-07-01 | 877.164702500256 |
| 2012-08-01 | 880.278120559212 |
| 2012-09-01 | 881.359653233807 |
| 2012-10-01 | 883.481113348068 |
| 2012-11-01 | 887.424476550224 |
| 2012-12-01 | 889.334310913670 |
| 2013-01-01 | 890.488318174780 |
| 2013-02-01 | 892.908279056765 |
| 2013-03-01 | 894.287995846933 |
| 2013-04-01 | 895.369343741257 |
| 2013-05-01 | 897.274991276228 |
| 2013-06-01 | 894.686307389412 |
| 2013-07-01 | 899.508087431419 |
| 2013-08-01 | 902.295019524289 |
| 2013-09-01 | 904.682258424588 |
| 2013-10-01 | 907.565180752917 |
| 2013-11-01 | 908.653276328532 |
| 2013-12-01 | 907.372123656001 |
| 2014-01-01 | 910.541464821840 |
| 2014-02-01 | 912.891012811743 |
| 2014-03-01 | 913.487562929036 |
| 2014-04-01 | 916.379046090811 |
| 2014-05-01 | 918.866392097082 |
| 2014-06-01 | 920.260489701350 |
| 2014-07-01 | 919.432343279445 |
| 2014-08-01 | 921.969220293626 |
| 2014-09-01 | 922.569617478875 |
| 2014-10-01 | 923.683977686988 |
| 2014-11-01 | 927.889851933862 |
| 2014-12-01 | 929.697865249943 |
| 2015-01-01 | 933.002754612604 |
| 2015-02-01 | 934.153475342339 |
| 2015-03-01 | 937.095211731250 |
| 2015-04-01 | 940.504284443444 |
| 2015-05-01 | 941.527456113900 |
| 2015-06-01 | 942.404328610433 |
| 2015-07-01 | 948.861972278941 |
| 2015-08-01 | 951.189401267252 |
| 2015-09-01 | 951.973147767166 |
| 2015-10-01 | 954.816812575017 |
| 2015-11-01 | 956.257061935024 |
| 2015-12-01 | 959.192722893736 |
| 2016-01-01 | 962.568261082898 |
| 2016-02-01 | 964.786454738835 |
| 2016-03-01 | 964.166577511110 |
| 2016-04-01 | 971.953888956920 |
| 2016-05-01 | 971.124969853574 |
| 2016-06-01 | 969.909433362676 |
| 2016-07-01 | 976.688711529113 |
| 2016-08-01 | 977.888369091929 |
| 2016-09-01 | 982.157008441375 |
| 2016-10-01 | 984.603251271828 |
| 2016-11-01 | 985.822669335096 |
| 2016-12-01 | 986.459927048113 |
| 2017-01-01 | 987.684569181918 |
| 2017-02-01 | 989.261334448065 |
| 2017-03-01 | 992.300358586461 |
| 2017-04-01 | 991.048672377086 |
| 2017-05-01 | 992.533467348944 |
| 2017-06-01 | 993.969238620100 |
| 2017-07-01 | 992.878192984623 |
| 2017-08-01 | 993.003520493830 |
| 2017-09-01 | 995.892121994331 |
| 2017-10-01 | 997.483946373700 |
| 2017-11-01 | 996.878783749054 |
| 2017-12-01 | 998.779477657117 |
| 2018-01-01 | 999.209552225095 |
| 2018-02-01 | 1001.010148552430 |
| 2018-03-01 | 1003.255469254180 |
| 2018-04-01 | 1003.664197545550 |
| 2018-05-01 | 1003.406400764050 |
| 2018-06-01 | 1005.671968111860 |
| 2018-07-01 | 1003.563711987040 |
| 2018-08-01 | 1006.733876103940 |
| 2018-09-01 | 1007.200544413990 |
| 2018-10-01 | 1006.089313190880 |
| 2018-11-01 | 1006.644080424360 |
| 2018-12-01 | 1009.004855185620 |
| 2019-01-01 | 1007.647850877280 |
| 2019-02-01 | 1010.669577304910 |
| 2019-03-01 | 1010.513861791570 |
| 2019-04-01 | 1010.246808498900 |
| 2019-05-01 | 1010.308085193150 |
| 2019-06-01 | 1012.161252143600 |
| 2019-07-01 | 1013.183737562380 |
| 2019-08-01 | 1015.473113186620 |
| 2019-09-01 | 1013.962798719130 |
| 2019-10-01 | 1012.175880602120 |
| 2019-11-01 | 1016.778159460990 |
| 2019-12-01 | 1018.710771237880 |
| 2020-01-01 | 1021.343653475340 |
| 2020-02-01 | 1023.410756007630 |
| 2020-03-01 | 1010.452974840700 |
| 2020-04-01 | 859.283113974626 |
| 2020-05-01 | 868.151543745022 |
| 2020-06-01 | 885.492024516745 |
| 2020-07-01 | 893.310563548867 |
| 2020-08-01 | 898.255295782599 |
| 2020-09-01 | 905.893625785727 |
| 2020-10-01 | 919.515729112269 |
| 2020-11-01 | 921.704146877747 |
| 2020-12-01 | 913.936159139354 |
| 2021-01-01 | 911.736613845401 |
| 2021-02-01 | 923.597689929631 |
| 2021-03-01 | 927.957441959706 |
| 2021-04-01 | 940.251846797694 |
| 2021-05-01 | 943.894851268582 |
| 2021-06-01 | 947.377298601155 |
| 2021-07-01 | 957.133872112836 |
| 2021-08-01 | 958.024187721212 |
| 2021-09-01 | 957.535078685475 |
| 2021-10-01 | 969.502622723371 |
| 2021-11-01 | 972.435420629657 |
| 2021-12-01 | 974.639499289770 |
| 2022-01-01 | 975.898195705083 |
| 2022-02-01 | 983.684813477574 |
| 2022-03-01 | 985.859342207784 |
| 2022-04-01 | 984.030058346273 |
| 2022-05-01 | 983.853552643775 |
| 2022-06-01 | 986.473019206595 |
| 2022-07-01 | 986.288920401068 |
| 2022-08-01 | 989.983655203038 |
| 2022-09-01 | 990.046332731676 |
| 2022-10-01 | 988.238805190230 |
| 2022-11-01 | 988.171712501509 |
| 2022-12-01 | 988.794039285035 |
| 2023-01-01 | 988.208110860399 |
| 2023-02-01 | 991.246622419490 |
| 2023-03-01 | 990.945981732755 |
| 2023-04-01 | 993.238810242768 |
| 2023-05-01 | 994.798643475724 |
| 2023-06-01 | 998.071299529035 |
| 2023-07-01 | 997.713486228381 |
| 2023-08-01 | 1001.082109265220 |
| 2023-09-01 | 1003.281795228880 |
| 2023-10-01 | 1001.779088753130 |
| 2023-11-01 | 1003.380421999390 |
| 2023-12-01 | 1004.819307011820 |
| 2024-01-01 | 1009.758487842980 |
| 2024-02-01 | 1006.746462489750 |
| 2024-03-01 | 1004.989325976310 |
| 2024-04-01 | 1009.185155691570 |
| 2024-05-01 | 1010.705123564520 |
| 2024-06-01 | 1010.603773269650 |
| 2024-07-01 | 1013.107488419270 |
| 2024-08-01 | 1010.389223131190 |
| 2024-09-01 | 1009.375895766730 |
| 2024-10-01 | 1013.139718621730 |
| 2024-11-01 | 1013.428035603250 |
| 2024-12-01 | 1011.794834730070 |
| 2025-01-01 | 1013.997823010820 |
| 2025-02-01 | 1013.164014464110 |
| 2025-03-01 | 1013.347263212190 |
| 2025-04-01 | 1015.010402871860 |
| 2025-05-01 | 1014.554453585920 |
| 2025-06-01 | 1013.026497118180 |
| 2025-07-01 | 1015.229499322570 |
| 2025-08-01 | 1015.196527674350 |
| 2025-09-01 | 1017.024547361310 |
| 2025-10-01 | 1018.386351460900 |
| 2025-11-01 | 1019.792886470100 |
| 2025-12-01 | 1022.675050026700 |
| 2026-01-01 | 1023.690754622520 |
| 2026-02-01 | 1023.935663970350 |
| 2026-03-01 | 1024.833161948370 |
| 2026-04-01 | 1023.519132162760 |
| 2026-05-01 | 1024.059074035310 |