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 2026-04-01 |
| Last Updated | 2026-05-26 2:32 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 | 716.673012874983 |
| 1990-02-01 | 716.404886649903 |
| 1990-03-01 | 718.102315795740 |
| 1990-04-01 | 721.005432460307 |
| 1990-05-01 | 723.300872982383 |
| 1990-06-01 | 727.879679167734 |
| 1990-07-01 | 733.937685400660 |
| 1990-08-01 | 733.783923770119 |
| 1990-09-01 | 736.720197438917 |
| 1990-10-01 | 738.540534579565 |
| 1990-11-01 | 740.232018189608 |
| 1990-12-01 | 740.671404672364 |
| 1991-01-01 | 743.194746475158 |
| 1991-02-01 | 742.297393330139 |
| 1991-03-01 | 741.384156309669 |
| 1991-04-01 | 740.994531926020 |
| 1991-05-01 | 740.542761377042 |
| 1991-06-01 | 740.801143433091 |
| 1991-07-01 | 738.979424739116 |
| 1991-08-01 | 739.063812652971 |
| 1991-09-01 | 737.850283238969 |
| 1991-10-01 | 738.078036605016 |
| 1991-11-01 | 739.288849588442 |
| 1991-12-01 | 737.331678094385 |
| 1992-01-01 | 735.964574662678 |
| 1992-02-01 | 735.955677794161 |
| 1992-03-01 | 737.445405392168 |
| 1992-04-01 | 739.460939211020 |
| 1992-05-01 | 738.824885326105 |
| 1992-06-01 | 736.290385911233 |
| 1992-07-01 | 738.004693811961 |
| 1992-08-01 | 736.841656794526 |
| 1992-09-01 | 739.752575003642 |
| 1992-10-01 | 741.009036073778 |
| 1992-11-01 | 740.368866949222 |
| 1992-12-01 | 740.122228264990 |
| 1993-01-01 | 745.537240989787 |
| 1993-02-01 | 745.399288672750 |
| 1993-03-01 | 745.177275650000 |
| 1993-04-01 | 745.456590505267 |
| 1993-05-01 | 745.887322784496 |
| 1993-06-01 | 747.077708813431 |
| 1993-07-01 | 746.833934458235 |
| 1993-08-01 | 746.835396420025 |
| 1993-09-01 | 745.074734358975 |
| 1993-10-01 | 746.458711630182 |
| 1993-11-01 | 745.790920931313 |
| 1993-12-01 | 748.147314873287 |
| 1994-01-01 | 746.988952008357 |
| 1994-02-01 | 748.180249741261 |
| 1994-03-01 | 751.414076890234 |
| 1994-04-01 | 749.042505427998 |
| 1994-05-01 | 748.680062463772 |
| 1994-06-01 | 747.324113238859 |
| 1994-07-01 | 747.036200105129 |
| 1994-08-01 | 748.297417391337 |
| 1994-09-01 | 749.524353099713 |
| 1994-10-01 | 749.858121528562 |
| 1994-11-01 | 752.535139088073 |
| 1994-12-01 | 752.998287160192 |
| 1995-01-01 | 755.278239596281 |
| 1995-02-01 | 757.693225770497 |
| 1995-03-01 | 759.434337615661 |
| 1995-04-01 | 758.981729255297 |
| 1995-05-01 | 759.234972952816 |
| 1995-06-01 | 762.968462220625 |
| 1995-07-01 | 764.364492093549 |
| 1995-08-01 | 765.811501592358 |
| 1995-09-01 | 770.029871531409 |
| 1995-10-01 | 763.998525578307 |
| 1995-11-01 | 766.440672774088 |
| 1995-12-01 | 765.753363427933 |
| 1996-01-01 | 766.356143579852 |
| 1996-02-01 | 765.807105897969 |
| 1996-03-01 | 764.640691146839 |
| 1996-04-01 | 765.217297393300 |
| 1996-05-01 | 767.460057235378 |
| 1996-06-01 | 770.858934871208 |
| 1996-07-01 | 773.477354518217 |
| 1996-08-01 | 774.514796390522 |
| 1996-09-01 | 776.488741751196 |
| 1996-10-01 | 779.337786385754 |
| 1996-11-01 | 784.321296168900 |
| 1996-12-01 | 784.325068632550 |
| 1997-01-01 | 784.202571545891 |
| 1997-02-01 | 785.837868001647 |
| 1997-03-01 | 789.727355790996 |
| 1997-04-01 | 793.037272374902 |
| 1997-05-01 | 795.440955357891 |
| 1997-06-01 | 796.609230407948 |
| 1997-07-01 | 798.263118319759 |
| 1997-08-01 | 799.231779395153 |
| 1997-09-01 | 803.743055983260 |
| 1997-10-01 | 803.454713728565 |
| 1997-11-01 | 804.051324206178 |
| 1997-12-01 | 806.557927625941 |
| 1998-01-01 | 807.298915115214 |
| 1998-02-01 | 809.334055785781 |
| 1998-03-01 | 812.456118205818 |
| 1998-04-01 | 813.259964007705 |
| 1998-05-01 | 814.924266883293 |
| 1998-06-01 | 816.152437058099 |
| 1998-07-01 | 815.997555618791 |
| 1998-08-01 | 819.493907648027 |
| 1998-09-01 | 824.659297197364 |
| 1998-10-01 | 824.215303312922 |
| 1998-11-01 | 827.856209621821 |
| 1998-12-01 | 829.858150037970 |
| 1999-01-01 | 831.700577220382 |
| 1999-02-01 | 834.487435896693 |
| 1999-03-01 | 836.198351370937 |
| 1999-04-01 | 838.329385577350 |
| 1999-05-01 | 840.912660363665 |
| 1999-06-01 | 840.927245533299 |
| 1999-07-01 | 845.207859930766 |
| 1999-08-01 | 846.851442993857 |
| 1999-09-01 | 848.253143796235 |
| 1999-10-01 | 849.239108369089 |
| 1999-11-01 | 849.208950178750 |
| 1999-12-01 | 853.018216388579 |
| 2000-01-01 | 855.340486119461 |
| 2000-02-01 | 856.260029207295 |
| 2000-03-01 | 859.878132981351 |
| 2000-04-01 | 864.705530515795 |
| 2000-05-01 | 867.590994465033 |
| 2000-06-01 | 871.738070974451 |
| 2000-07-01 | 871.435162212798 |
| 2000-08-01 | 873.685518018903 |
| 2000-09-01 | 873.081277776051 |
| 2000-10-01 | 873.396897756357 |
| 2000-11-01 | 875.419597621059 |
| 2000-12-01 | 877.846897214190 |
| 2001-01-01 | 880.838684849800 |
| 2001-02-01 | 880.794935627047 |
| 2001-03-01 | 883.687032231302 |
| 2001-04-01 | 880.400076468795 |
| 2001-05-01 | 877.972657284281 |
| 2001-06-01 | 878.533748484100 |
| 2001-07-01 | 880.533252363735 |
| 2001-08-01 | 880.503367576649 |
| 2001-09-01 | 877.897840922408 |
| 2001-10-01 | 877.901329247752 |
| 2001-11-01 | 873.675702118121 |
| 2001-12-01 | 874.252878288461 |
| 2002-01-01 | 877.483615477677 |
| 2002-02-01 | 878.202644191723 |
| 2002-03-01 | 881.119035821771 |
| 2002-04-01 | 875.907375246772 |
| 2002-05-01 | 876.421816156944 |
| 2002-06-01 | 876.327326384715 |
| 2002-07-01 | 875.513172100488 |
| 2002-08-01 | 876.412088275914 |
| 2002-09-01 | 878.963472070915 |
| 2002-10-01 | 880.219450880833 |
| 2002-11-01 | 880.483223565901 |
| 2002-12-01 | 879.543463293201 |
| 2003-01-01 | 878.384652286400 |
| 2003-02-01 | 878.083552330328 |
| 2003-03-01 | 877.661103969371 |
| 2003-04-01 | 874.283835065035 |
| 2003-05-01 | 873.118294774610 |
| 2003-06-01 | 872.356969212090 |
| 2003-07-01 | 870.369754745684 |
| 2003-08-01 | 869.265255056652 |
| 2003-09-01 | 869.191888645712 |
| 2003-10-01 | 869.641012580104 |
| 2003-11-01 | 869.261480031402 |
| 2003-12-01 | 868.696315853662 |
| 2004-01-01 | 866.031725811451 |
| 2004-02-01 | 866.503100412506 |
| 2004-03-01 | 868.111633860987 |
| 2004-04-01 | 870.395803285185 |
| 2004-05-01 | 871.044814368801 |
| 2004-06-01 | 872.311200576378 |
| 2004-07-01 | 871.866711868116 |
| 2004-08-01 | 869.694010436188 |
| 2004-09-01 | 868.994961642911 |
| 2004-10-01 | 872.436739474614 |
| 2004-11-01 | 873.272913215050 |
| 2004-12-01 | 874.796870295660 |
| 2005-01-01 | 876.227181455469 |
| 2005-02-01 | 875.586671124015 |
| 2005-03-01 | 875.883200915932 |
| 2005-04-01 | 878.693178748519 |
| 2005-05-01 | 878.379878358347 |
| 2005-06-01 | 878.074630511073 |
| 2005-07-01 | 879.392017200923 |
| 2005-08-01 | 880.557180444002 |
| 2005-09-01 | 882.895734761117 |
| 2005-10-01 | 883.047807654090 |
| 2005-11-01 | 883.919842317806 |
| 2005-12-01 | 885.476197788379 |
| 2006-01-01 | 888.437098084164 |
| 2006-02-01 | 890.084094143860 |
| 2006-03-01 | 891.573556916620 |
| 2006-04-01 | 891.049288778010 |
| 2006-05-01 | 893.186213726879 |
| 2006-06-01 | 894.514023679343 |
| 2006-07-01 | 896.010965440282 |
| 2006-08-01 | 897.005502621317 |
| 2006-09-01 | 896.543802772731 |
| 2006-10-01 | 897.036330360886 |
| 2006-11-01 | 897.478139271711 |
| 2006-12-01 | 896.646235683835 |
| 2007-01-01 | 897.444225358958 |
| 2007-02-01 | 900.448467704437 |
| 2007-03-01 | 903.509842922592 |
| 2007-04-01 | 897.966170746875 |
| 2007-05-01 | 900.828786443634 |
| 2007-06-01 | 901.615946997494 |
| 2007-07-01 | 902.032097236855 |
| 2007-08-01 | 904.000668212014 |
| 2007-09-01 | 904.712588679361 |
| 2007-10-01 | 902.845467722528 |
| 2007-11-01 | 904.753778504487 |
| 2007-12-01 | 905.115877694977 |
| 2008-01-01 | 904.182862622277 |
| 2008-02-01 | 904.247198700020 |
| 2008-03-01 | 902.143781800865 |
| 2008-04-01 | 900.445039513813 |
| 2008-05-01 | 898.033226554891 |
| 2008-06-01 | 899.206787153168 |
| 2008-07-01 | 900.632048079030 |
| 2008-08-01 | 898.521756697869 |
| 2008-09-01 | 894.542393997066 |
| 2008-10-01 | 891.259780965636 |
| 2008-11-01 | 885.644076867572 |
| 2008-12-01 | 882.909387849444 |
| 2009-01-01 | 880.836298534719 |
| 2009-02-01 | 874.390034786500 |
| 2009-03-01 | 869.167217305953 |
| 2009-04-01 | 864.680913267684 |
| 2009-05-01 | 860.244280815307 |
| 2009-06-01 | 859.487075594137 |
| 2009-07-01 | 851.937380360976 |
| 2009-08-01 | 841.304916622766 |
| 2009-09-01 | 846.834834873360 |
| 2009-10-01 | 850.903141670950 |
| 2009-11-01 | 847.935970663082 |
| 2009-12-01 | 847.778515297671 |
| 2010-01-01 | 845.334069999785 |
| 2010-02-01 | 843.645405537433 |
| 2010-03-01 | 844.957453924327 |
| 2010-04-01 | 845.846189916694 |
| 2010-05-01 | 848.321749647382 |
| 2010-06-01 | 848.297091221232 |
| 2010-07-01 | 836.716848177084 |
| 2010-08-01 | 833.936357569643 |
| 2010-09-01 | 846.946966628749 |
| 2010-10-01 | 846.577982581087 |
| 2010-11-01 | 847.254682249234 |
| 2010-12-01 | 846.620350199382 |
| 2011-01-01 | 847.387670688453 |
| 2011-02-01 | 847.674626459821 |
| 2011-03-01 | 849.638452750755 |
| 2011-04-01 | 851.053914677513 |
| 2011-05-01 | 850.034842779539 |
| 2011-06-01 | 851.503413273133 |
| 2011-07-01 | 853.059343505818 |
| 2011-08-01 | 854.023405697464 |
| 2011-09-01 | 856.493398881648 |
| 2011-10-01 | 857.768799077576 |
| 2011-11-01 | 856.965756244089 |
| 2011-12-01 | 857.824055625868 |
| 2012-01-01 | 864.200873031592 |
| 2012-02-01 | 864.772016437068 |
| 2012-03-01 | 867.307358247645 |
| 2012-04-01 | 870.938534800117 |
| 2012-05-01 | 873.249111128929 |
| 2012-06-01 | 875.938729564157 |
| 2012-07-01 | 877.164737453520 |
| 2012-08-01 | 880.277686982790 |
| 2012-09-01 | 881.358667007904 |
| 2012-10-01 | 883.480657918599 |
| 2012-11-01 | 887.424652655985 |
| 2012-12-01 | 889.334375990098 |
| 2013-01-01 | 890.488402412970 |
| 2013-02-01 | 892.908448919317 |
| 2013-03-01 | 894.288100490991 |
| 2013-04-01 | 895.369489820789 |
| 2013-05-01 | 897.275114413593 |
| 2013-06-01 | 894.686817689347 |
| 2013-07-01 | 899.507943289851 |
| 2013-08-01 | 902.294904237254 |
| 2013-09-01 | 904.681855823298 |
| 2013-10-01 | 907.564912402548 |
| 2013-11-01 | 908.653357139538 |
| 2013-12-01 | 907.372161160661 |
| 2014-01-01 | 910.541523684292 |
| 2014-02-01 | 912.891110718993 |
| 2014-03-01 | 913.487277925223 |
| 2014-04-01 | 916.379112431819 |
| 2014-05-01 | 918.866434023843 |
| 2014-06-01 | 920.260942181642 |
| 2014-07-01 | 919.432283677062 |
| 2014-08-01 | 921.969159632807 |
| 2014-09-01 | 922.569559755722 |
| 2014-10-01 | 923.683942095112 |
| 2014-11-01 | 927.889942966050 |
| 2014-12-01 | 929.697862900963 |
| 2015-01-01 | 933.002739041240 |
| 2015-02-01 | 934.153464944015 |
| 2015-03-01 | 937.094482267037 |
| 2015-04-01 | 940.504313547009 |
| 2015-05-01 | 941.527511485270 |
| 2015-06-01 | 942.404899479615 |
| 2015-07-01 | 948.861994747968 |
| 2015-08-01 | 951.189538214826 |
| 2015-09-01 | 951.973304660935 |
| 2015-10-01 | 954.816941439760 |
| 2015-11-01 | 956.257115436052 |
| 2015-12-01 | 959.192607377354 |
| 2016-01-01 | 962.568034588439 |
| 2016-02-01 | 964.786200151062 |
| 2016-03-01 | 964.165362895038 |
| 2016-04-01 | 971.953941335074 |
| 2016-05-01 | 971.125212459274 |
| 2016-06-01 | 969.910256794184 |
| 2016-07-01 | 976.689000672234 |
| 2016-08-01 | 977.888806260000 |
| 2016-09-01 | 982.157435734612 |
| 2016-10-01 | 984.603475929107 |
| 2016-11-01 | 985.822670839961 |
| 2016-12-01 | 986.459568313156 |
| 2017-01-01 | 987.683900958068 |
| 2017-02-01 | 989.260460300646 |
| 2017-03-01 | 992.298146269944 |
| 2017-04-01 | 991.049336548248 |
| 2017-05-01 | 992.533962685498 |
| 2017-06-01 | 993.970748102690 |
| 2017-07-01 | 992.878976703976 |
| 2017-08-01 | 993.004331557980 |
| 2017-09-01 | 995.892788343517 |
| 2017-10-01 | 997.484139668481 |
| 2017-11-01 | 996.878628699195 |
| 2017-12-01 | 998.778680595599 |
| 2018-01-01 | 999.208174956510 |
| 2018-02-01 | 1001.008439113140 |
| 2018-03-01 | 1003.252058483420 |
| 2018-04-01 | 1003.666443343260 |
| 2018-05-01 | 1003.407008117100 |
| 2018-06-01 | 1005.674070448090 |
| 2018-07-01 | 1003.565175162380 |
| 2018-08-01 | 1006.735221920380 |
| 2018-09-01 | 1007.201207270480 |
| 2018-10-01 | 1006.089127475020 |
| 2018-11-01 | 1006.643994857040 |
| 2018-12-01 | 1009.003819031320 |
| 2019-01-01 | 1007.645146608620 |
| 2019-02-01 | 1010.667188220770 |
| 2019-03-01 | 1010.509663294490 |
| 2019-04-01 | 1010.250642270940 |
| 2019-05-01 | 1010.308757821280 |
| 2019-06-01 | 1012.163927789600 |
| 2019-07-01 | 1013.185821307140 |
| 2019-08-01 | 1015.474879885810 |
| 2019-09-01 | 1013.963327978230 |
| 2019-10-01 | 1012.175262183140 |
| 2019-11-01 | 1016.778132191660 |
| 2019-12-01 | 1018.709530551010 |
| 2020-01-01 | 1021.339698413450 |
| 2020-02-01 | 1023.407975766130 |
| 2020-03-01 | 1010.448809197530 |
| 2020-04-01 | 859.287222408447 |
| 2020-05-01 | 868.152178609362 |
| 2020-06-01 | 885.494561981170 |
| 2020-07-01 | 893.312906177166 |
| 2020-08-01 | 898.257169310441 |
| 2020-09-01 | 905.893778199218 |
| 2020-10-01 | 919.514467384817 |
| 2020-11-01 | 921.703808033470 |
| 2020-12-01 | 913.934736845141 |
| 2021-01-01 | 911.731534062133 |
| 2021-02-01 | 923.596151308061 |
| 2021-03-01 | 927.954651125353 |
| 2021-04-01 | 940.257634419046 |
| 2021-05-01 | 943.896241222124 |
| 2021-06-01 | 947.380023388316 |
| 2021-07-01 | 957.137132662946 |
| 2021-08-01 | 958.025343785571 |
| 2021-09-01 | 957.534749718098 |
| 2021-10-01 | 969.499151543614 |
| 2021-11-01 | 972.432756889277 |
| 2021-12-01 | 974.635902974092 |
| 2022-01-01 | 975.891559757002 |
| 2022-02-01 | 983.686048655365 |
| 2022-03-01 | 985.860753269704 |
| 2022-04-01 | 984.039666086885 |
| 2022-05-01 | 983.857397805337 |
| 2022-06-01 | 986.475631141276 |
| 2022-07-01 | 986.292520783250 |
| 2022-08-01 | 989.983436678604 |
| 2022-09-01 | 990.044474062444 |
| 2022-10-01 | 988.229512665325 |
| 2022-11-01 | 988.162064931931 |
| 2022-12-01 | 988.786719801187 |
| 2023-01-01 | 988.199669674201 |
| 2023-02-01 | 991.249300321088 |
| 2023-03-01 | 990.950575498423 |
| 2023-04-01 | 993.285020764429 |
| 2023-05-01 | 994.790528916762 |
| 2023-06-01 | 998.065826714299 |
| 2023-07-01 | 997.721912532770 |
| 2023-08-01 | 1001.078848830290 |
| 2023-09-01 | 1003.273796789420 |
| 2023-10-01 | 1001.763130575700 |
| 2023-11-01 | 1003.363482971290 |
| 2023-12-01 | 1004.807143451850 |
| 2024-01-01 | 1009.753683578170 |
| 2024-02-01 | 1006.754309535440 |
| 2024-03-01 | 1004.994032122110 |
| 2024-04-01 | 1009.262303313340 |
| 2024-05-01 | 1010.688122163340 |
| 2024-06-01 | 1010.588686448420 |
| 2024-07-01 | 1013.122303294570 |
| 2024-08-01 | 1010.384064013850 |
| 2024-09-01 | 1009.361302896840 |
| 2024-10-01 | 1013.117006975240 |
| 2024-11-01 | 1013.403242444890 |
| 2024-12-01 | 1011.777895932170 |
| 2025-01-01 | 1013.997269984850 |
| 2025-02-01 | 1013.176292425030 |
| 2025-03-01 | 1013.347947481450 |
| 2025-04-01 | 1015.123950075170 |
| 2025-05-01 | 1014.528646459120 |
| 2025-06-01 | 1012.999446981540 |
| 2025-07-01 | 1015.251840932060 |
| 2025-08-01 | 1015.188927809370 |
| 2025-09-01 | 1017.002523511020 |
| 2025-10-01 | 1018.358784853390 |
| 2025-11-01 | 1019.763999065000 |
| 2025-12-01 | 1022.655135031370 |
| 2026-01-01 | 1023.697643133680 |
| 2026-02-01 | 1023.955672125340 |
| 2026-03-01 | 1024.831339699160 |
| 2026-04-01 | 1023.143857642850 |