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 2026-06-01 |
| Last Updated | 2026-07-22 10:38 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 | 716.673012874996 |
| 1990-02-01 | 716.404886649906 |
| 1990-03-01 | 718.102315795740 |
| 1990-04-01 | 721.005432460299 |
| 1990-05-01 | 723.300872982377 |
| 1990-06-01 | 727.879679167731 |
| 1990-07-01 | 733.937685400654 |
| 1990-08-01 | 733.783923770121 |
| 1990-09-01 | 736.720197438911 |
| 1990-10-01 | 738.540534579563 |
| 1990-11-01 | 740.232018189607 |
| 1990-12-01 | 740.671404672374 |
| 1991-01-01 | 743.194746475177 |
| 1991-02-01 | 742.297393330145 |
| 1991-03-01 | 741.384156309670 |
| 1991-04-01 | 740.994531926012 |
| 1991-05-01 | 740.542761377035 |
| 1991-06-01 | 740.801143433091 |
| 1991-07-01 | 738.979424739114 |
| 1991-08-01 | 739.063812652972 |
| 1991-09-01 | 737.850283238953 |
| 1991-10-01 | 738.078036604992 |
| 1991-11-01 | 739.288849588419 |
| 1991-12-01 | 737.331678094384 |
| 1992-01-01 | 735.964574662703 |
| 1992-02-01 | 735.955677794194 |
| 1992-03-01 | 737.445405392217 |
| 1992-04-01 | 739.460939211072 |
| 1992-05-01 | 738.824885326083 |
| 1992-06-01 | 736.290385911297 |
| 1992-07-01 | 738.004693811967 |
| 1992-08-01 | 736.841656794461 |
| 1992-09-01 | 739.752575003531 |
| 1992-10-01 | 741.009036073603 |
| 1992-11-01 | 740.368866949120 |
| 1992-12-01 | 740.122228264968 |
| 1993-01-01 | 745.537240989848 |
| 1993-02-01 | 745.399288672873 |
| 1993-03-01 | 745.177275650208 |
| 1993-04-01 | 745.456590505520 |
| 1993-05-01 | 745.887322784654 |
| 1993-06-01 | 747.077708813715 |
| 1993-07-01 | 746.833934458238 |
| 1993-08-01 | 746.835396419643 |
| 1993-09-01 | 745.074734358397 |
| 1993-10-01 | 746.458711629587 |
| 1993-11-01 | 745.790920931083 |
| 1993-12-01 | 748.147314873193 |
| 1994-01-01 | 746.988952008309 |
| 1994-02-01 | 748.180249742192 |
| 1994-03-01 | 751.414076890473 |
| 1994-04-01 | 749.042505428585 |
| 1994-05-01 | 748.680062464375 |
| 1994-06-01 | 747.324113239738 |
| 1994-07-01 | 747.036200105651 |
| 1994-08-01 | 748.297417391226 |
| 1994-09-01 | 749.524353095998 |
| 1994-10-01 | 749.858121527634 |
| 1994-11-01 | 752.535139087593 |
| 1994-12-01 | 752.998287159931 |
| 1995-01-01 | 755.278239596226 |
| 1995-02-01 | 757.693225772560 |
| 1995-03-01 | 759.434337616319 |
| 1995-04-01 | 758.981729256594 |
| 1995-05-01 | 759.234972954232 |
| 1995-06-01 | 762.968462222680 |
| 1995-07-01 | 764.364492095905 |
| 1995-08-01 | 765.811501594170 |
| 1995-09-01 | 770.029871519398 |
| 1995-10-01 | 763.998525577101 |
| 1995-11-01 | 766.440672772116 |
| 1995-12-01 | 765.753363426202 |
| 1996-01-01 | 766.356143579811 |
| 1996-02-01 | 765.807105903007 |
| 1996-03-01 | 764.640691150203 |
| 1996-04-01 | 765.217297396762 |
| 1996-05-01 | 767.460057238541 |
| 1996-06-01 | 770.858934874940 |
| 1996-07-01 | 773.477354521898 |
| 1996-08-01 | 774.514796393617 |
| 1996-09-01 | 776.488741730732 |
| 1996-10-01 | 779.337786385097 |
| 1996-11-01 | 784.321296151195 |
| 1996-12-01 | 784.325068629968 |
| 1997-01-01 | 784.202571548572 |
| 1997-02-01 | 785.837868013693 |
| 1997-03-01 | 789.727355803711 |
| 1997-04-01 | 793.037272387065 |
| 1997-05-01 | 795.440955366787 |
| 1997-06-01 | 796.609230408558 |
| 1997-07-01 | 798.263118325002 |
| 1997-08-01 | 799.231779398669 |
| 1997-09-01 | 803.743055950969 |
| 1997-10-01 | 803.454713719411 |
| 1997-11-01 | 804.051324162050 |
| 1997-12-01 | 806.557927613895 |
| 1998-01-01 | 807.298915116046 |
| 1998-02-01 | 809.334055803892 |
| 1998-03-01 | 812.456118287480 |
| 1998-04-01 | 813.259964024008 |
| 1998-05-01 | 814.924266895531 |
| 1998-06-01 | 816.152437046779 |
| 1998-07-01 | 815.997555621727 |
| 1998-08-01 | 819.493907653804 |
| 1998-09-01 | 824.659297160376 |
| 1998-10-01 | 824.215303281591 |
| 1998-11-01 | 827.856209528681 |
| 1998-12-01 | 829.858149988956 |
| 1999-01-01 | 831.700577173613 |
| 1999-02-01 | 834.487435900244 |
| 1999-03-01 | 836.198351655196 |
| 1999-04-01 | 838.329385640315 |
| 1999-05-01 | 840.912660419150 |
| 1999-06-01 | 840.927245513628 |
| 1999-07-01 | 845.207859899857 |
| 1999-08-01 | 846.851442953566 |
| 1999-09-01 | 848.253143714647 |
| 1999-10-01 | 849.239108281394 |
| 1999-11-01 | 849.208950028181 |
| 1999-12-01 | 853.018216243099 |
| 2000-01-01 | 855.340485925339 |
| 2000-02-01 | 856.260029113710 |
| 2000-03-01 | 859.878133860206 |
| 2000-04-01 | 864.705530689709 |
| 2000-05-01 | 867.590994648507 |
| 2000-06-01 | 871.738070953170 |
| 2000-07-01 | 871.435162056991 |
| 2000-08-01 | 873.685517787732 |
| 2000-09-01 | 873.081277519347 |
| 2000-10-01 | 873.396897568492 |
| 2000-11-01 | 875.419597497139 |
| 2000-12-01 | 877.846897128895 |
| 2001-01-01 | 880.838683859273 |
| 2001-02-01 | 880.794935675636 |
| 2001-03-01 | 883.687033971156 |
| 2001-04-01 | 880.400076936918 |
| 2001-05-01 | 877.972657738371 |
| 2001-06-01 | 878.533748759377 |
| 2001-07-01 | 880.533252550642 |
| 2001-08-01 | 880.503365511006 |
| 2001-09-01 | 877.897840577630 |
| 2001-10-01 | 877.901329274448 |
| 2001-11-01 | 873.675702072890 |
| 2001-12-01 | 874.252878318033 |
| 2002-01-01 | 877.483613835608 |
| 2002-02-01 | 878.202644287496 |
| 2002-03-01 | 881.119037861200 |
| 2002-04-01 | 875.907377343439 |
| 2002-05-01 | 876.421816440551 |
| 2002-06-01 | 876.327326689950 |
| 2002-07-01 | 875.513172503137 |
| 2002-08-01 | 876.412084306095 |
| 2002-09-01 | 878.963471555869 |
| 2002-10-01 | 880.219451276833 |
| 2002-11-01 | 880.483223908926 |
| 2002-12-01 | 879.543463745102 |
| 2003-01-01 | 878.384650164922 |
| 2003-02-01 | 878.083552381178 |
| 2003-03-01 | 877.661105263253 |
| 2003-04-01 | 874.283838088870 |
| 2003-05-01 | 873.118294624778 |
| 2003-06-01 | 872.356970054810 |
| 2003-07-01 | 870.369756427106 |
| 2003-08-01 | 869.265250257857 |
| 2003-09-01 | 869.191888398508 |
| 2003-10-01 | 869.641012949099 |
| 2003-11-01 | 869.261479616325 |
| 2003-12-01 | 868.696314894730 |
| 2004-01-01 | 866.031722356970 |
| 2004-02-01 | 866.503099976706 |
| 2004-03-01 | 868.111637290135 |
| 2004-04-01 | 870.395806727054 |
| 2004-05-01 | 871.044817981295 |
| 2004-06-01 | 872.311204246624 |
| 2004-07-01 | 871.866713197013 |
| 2004-08-01 | 869.694001644063 |
| 2004-09-01 | 868.994955931383 |
| 2004-10-01 | 872.436735558678 |
| 2004-11-01 | 873.272911975860 |
| 2004-12-01 | 874.796872607178 |
| 2005-01-01 | 876.227183037386 |
| 2005-02-01 | 875.586677983104 |
| 2005-03-01 | 875.883214546417 |
| 2005-04-01 | 878.693186364951 |
| 2005-05-01 | 878.379875232053 |
| 2005-06-01 | 878.074617446017 |
| 2005-07-01 | 879.392022009085 |
| 2005-08-01 | 880.557145258746 |
| 2005-09-01 | 882.895714889521 |
| 2005-10-01 | 883.047807596451 |
| 2005-11-01 | 883.919859481918 |
| 2005-12-01 | 885.476224930000 |
| 2006-01-01 | 888.437105909030 |
| 2006-02-01 | 890.084124069160 |
| 2006-03-01 | 891.573591000229 |
| 2006-04-01 | 891.049296686836 |
| 2006-05-01 | 893.186189197425 |
| 2006-06-01 | 894.513967672210 |
| 2006-07-01 | 896.010990900882 |
| 2006-08-01 | 897.005332089750 |
| 2006-09-01 | 896.543784124200 |
| 2006-10-01 | 897.036353078096 |
| 2006-11-01 | 897.478230213774 |
| 2006-12-01 | 896.646321389366 |
| 2007-01-01 | 897.444263068154 |
| 2007-02-01 | 900.448538575466 |
| 2007-03-01 | 903.509902392760 |
| 2007-04-01 | 897.966165207504 |
| 2007-05-01 | 900.828715176538 |
| 2007-06-01 | 901.615798788360 |
| 2007-07-01 | 902.032089461191 |
| 2007-08-01 | 904.000206627764 |
| 2007-09-01 | 904.712731545700 |
| 2007-10-01 | 902.845586126770 |
| 2007-11-01 | 904.753971451994 |
| 2007-12-01 | 905.116036385865 |
| 2008-01-01 | 904.182938739895 |
| 2008-02-01 | 904.247299452551 |
| 2008-03-01 | 902.143844913568 |
| 2008-04-01 | 900.445000862771 |
| 2008-05-01 | 898.033095921794 |
| 2008-06-01 | 899.206534842790 |
| 2008-07-01 | 900.631973500041 |
| 2008-08-01 | 898.521021553086 |
| 2008-09-01 | 894.542719010801 |
| 2008-10-01 | 891.260024070339 |
| 2008-11-01 | 885.644367998081 |
| 2008-12-01 | 882.909616758937 |
| 2009-01-01 | 880.836395443601 |
| 2009-02-01 | 874.390157761337 |
| 2009-03-01 | 869.167266067339 |
| 2009-04-01 | 864.680837763127 |
| 2009-05-01 | 860.244092330076 |
| 2009-06-01 | 859.486739196861 |
| 2009-07-01 | 851.937217807623 |
| 2009-08-01 | 841.304071334339 |
| 2009-09-01 | 846.835316383627 |
| 2009-10-01 | 850.903496827696 |
| 2009-11-01 | 847.936310604508 |
| 2009-12-01 | 847.778778964584 |
| 2010-01-01 | 845.334157556159 |
| 2010-02-01 | 843.645520875350 |
| 2010-03-01 | 844.957470094075 |
| 2010-04-01 | 845.846085798146 |
| 2010-05-01 | 848.321534655151 |
| 2010-06-01 | 848.296710594254 |
| 2010-07-01 | 836.716648263265 |
| 2010-08-01 | 833.935534381704 |
| 2010-09-01 | 846.947486398460 |
| 2010-10-01 | 846.578382265754 |
| 2010-11-01 | 847.255030771470 |
| 2010-12-01 | 846.620652575760 |
| 2011-01-01 | 847.387729512625 |
| 2011-02-01 | 847.674723695340 |
| 2011-03-01 | 849.638440764608 |
| 2011-04-01 | 851.053796661164 |
| 2011-05-01 | 850.034632652445 |
| 2011-06-01 | 851.503037228903 |
| 2011-07-01 | 853.059095142367 |
| 2011-08-01 | 854.022693662326 |
| 2011-09-01 | 856.493934988263 |
| 2011-10-01 | 857.769199627034 |
| 2011-11-01 | 856.966049383224 |
| 2011-12-01 | 857.824353913732 |
| 2012-01-01 | 864.200899704944 |
| 2012-02-01 | 864.772067339438 |
| 2012-03-01 | 867.307312057442 |
| 2012-04-01 | 870.938418528298 |
| 2012-05-01 | 873.248938395234 |
| 2012-06-01 | 875.938402067170 |
| 2012-07-01 | 877.164503326622 |
| 2012-08-01 | 880.277243057338 |
| 2012-09-01 | 881.359066496340 |
| 2012-10-01 | 883.480985056269 |
| 2012-11-01 | 887.424861692044 |
| 2012-12-01 | 889.334661991985 |
| 2013-01-01 | 890.488392265247 |
| 2013-02-01 | 892.908472187188 |
| 2013-03-01 | 894.288026735071 |
| 2013-04-01 | 895.369361634373 |
| 2013-05-01 | 897.275007149624 |
| 2013-06-01 | 894.686563313528 |
| 2013-07-01 | 899.507770195554 |
| 2013-08-01 | 902.294741575459 |
| 2013-09-01 | 904.682092312596 |
| 2013-10-01 | 907.565136984505 |
| 2013-11-01 | 908.653482087327 |
| 2013-12-01 | 907.372394054192 |
| 2014-01-01 | 910.541505712351 |
| 2014-02-01 | 912.891121707453 |
| 2014-03-01 | 913.487128614946 |
| 2014-04-01 | 916.378985663099 |
| 2014-05-01 | 918.866404495403 |
| 2014-06-01 | 920.260757524859 |
| 2014-07-01 | 919.432218933262 |
| 2014-08-01 | 921.969171577218 |
| 2014-09-01 | 922.569617471278 |
| 2014-10-01 | 923.684059606551 |
| 2014-11-01 | 927.890058377593 |
| 2014-12-01 | 929.698143139564 |
| 2015-01-01 | 933.002809768901 |
| 2015-02-01 | 934.153498288996 |
| 2015-03-01 | 937.094204834650 |
| 2015-04-01 | 940.504052133036 |
| 2015-05-01 | 941.527389266666 |
| 2015-06-01 | 942.404641751281 |
| 2015-07-01 | 948.862176492844 |
| 2015-08-01 | 951.189513392589 |
| 2015-09-01 | 951.973329013381 |
| 2015-10-01 | 954.817081771131 |
| 2015-11-01 | 956.257400378864 |
| 2015-12-01 | 959.193141048199 |
| 2016-01-01 | 962.568437945548 |
| 2016-02-01 | 964.786291343447 |
| 2016-03-01 | 964.164733829798 |
| 2016-04-01 | 971.953185910464 |
| 2016-05-01 | 971.124617013073 |
| 2016-06-01 | 969.909743361097 |
| 2016-07-01 | 976.689452759643 |
| 2016-08-01 | 977.888852598513 |
| 2016-09-01 | 982.157533065123 |
| 2016-10-01 | 984.603677809134 |
| 2016-11-01 | 985.823472835493 |
| 2016-12-01 | 986.460756851988 |
| 2017-01-01 | 987.684970225166 |
| 2017-02-01 | 989.261122267553 |
| 2017-03-01 | 992.297300357444 |
| 2017-04-01 | 991.046590906734 |
| 2017-05-01 | 992.531324890866 |
| 2017-06-01 | 993.970649655028 |
| 2017-07-01 | 992.880032319802 |
| 2017-08-01 | 993.004590315697 |
| 2017-09-01 | 995.893141821406 |
| 2017-10-01 | 997.484662525692 |
| 2017-11-01 | 996.880239456828 |
| 2017-12-01 | 998.780270886970 |
| 2018-01-01 | 999.210929057346 |
| 2018-02-01 | 1001.009980067500 |
| 2018-03-01 | 1003.251247017960 |
| 2018-04-01 | 1003.658842236530 |
| 2018-05-01 | 1003.402850332120 |
| 2018-06-01 | 1005.674769670830 |
| 2018-07-01 | 1003.566503547670 |
| 2018-08-01 | 1006.735579296640 |
| 2018-09-01 | 1007.202882393840 |
| 2018-10-01 | 1006.090306832970 |
| 2018-11-01 | 1006.645853934950 |
| 2018-12-01 | 1009.005099481680 |
| 2019-01-01 | 1007.651630605370 |
| 2019-02-01 | 1010.668729991610 |
| 2019-03-01 | 1010.508381316400 |
| 2019-04-01 | 1010.237928457800 |
| 2019-05-01 | 1010.303044190310 |
| 2019-06-01 | 1012.165450466750 |
| 2019-07-01 | 1013.187629152340 |
| 2019-08-01 | 1015.475681515670 |
| 2019-09-01 | 1013.966608161160 |
| 2019-10-01 | 1012.177319539150 |
| 2019-11-01 | 1016.780002357130 |
| 2019-12-01 | 1018.710086864960 |
| 2020-01-01 | 1021.349517631620 |
| 2020-02-01 | 1023.408743404880 |
| 2020-03-01 | 1010.446566452470 |
| 2020-04-01 | 859.273006764864 |
| 2020-05-01 | 868.147026672559 |
| 2020-06-01 | 885.495877895440 |
| 2020-07-01 | 893.314433200859 |
| 2020-08-01 | 898.258518199292 |
| 2020-09-01 | 905.898764654380 |
| 2020-10-01 | 919.518249905588 |
| 2020-11-01 | 921.706924354942 |
| 2020-12-01 | 913.936566512487 |
| 2021-01-01 | 911.741532739401 |
| 2021-02-01 | 923.594799196981 |
| 2021-03-01 | 927.947186015287 |
| 2021-04-01 | 940.237590055456 |
| 2021-05-01 | 943.887182995309 |
| 2021-06-01 | 947.379862842374 |
| 2021-07-01 | 957.143586671686 |
| 2021-08-01 | 958.028806669554 |
| 2021-09-01 | 957.545343897709 |
| 2021-10-01 | 969.508693736529 |
| 2021-11-01 | 972.442126296895 |
| 2021-12-01 | 974.642828129671 |
| 2022-01-01 | 975.901545003467 |
| 2022-02-01 | 983.677791756047 |
| 2022-03-01 | 985.837964022051 |
| 2022-04-01 | 984.005738793867 |
| 2022-05-01 | 983.839826033734 |
| 2022-06-01 | 986.473203331067 |
| 2022-07-01 | 986.308576075160 |
| 2022-08-01 | 989.996317307665 |
| 2022-09-01 | 990.068082648067 |
| 2022-10-01 | 988.252375981635 |
| 2022-11-01 | 988.185657516834 |
| 2022-12-01 | 988.801851599886 |
| 2023-01-01 | 988.205612650158 |
| 2023-02-01 | 991.232883336691 |
| 2023-03-01 | 990.911097688856 |
| 2023-04-01 | 993.195305518112 |
| 2023-05-01 | 994.737139288334 |
| 2023-06-01 | 998.103113286836 |
| 2023-07-01 | 997.759219528114 |
| 2023-08-01 | 1001.103489563260 |
| 2023-09-01 | 1003.325062540190 |
| 2023-10-01 | 1001.808547862090 |
| 2023-11-01 | 1003.397049785930 |
| 2023-12-01 | 1004.820331440120 |
| 2024-01-01 | 1009.739073709550 |
| 2024-02-01 | 1006.711601787250 |
| 2024-03-01 | 1004.932049497620 |
| 2024-04-01 | 1009.122200067520 |
| 2024-05-01 | 1010.600556637260 |
| 2024-06-01 | 1010.707667692620 |
| 2024-07-01 | 1013.178409764980 |
| 2024-08-01 | 1010.417641587480 |
| 2024-09-01 | 1009.437964226620 |
| 2024-10-01 | 1013.182860745140 |
| 2024-11-01 | 1013.442426133030 |
| 2024-12-01 | 1011.783606792040 |
| 2025-01-01 | 1013.955576231790 |
| 2025-02-01 | 1013.104429973020 |
| 2025-03-01 | 1013.265338929190 |
| 2025-04-01 | 1014.927295831500 |
| 2025-05-01 | 1014.397305972140 |
| 2025-06-01 | 1013.246610726290 |
| 2025-07-01 | 1015.324631771180 |
| 2025-08-01 | 1015.223666448980 |
| 2025-09-01 | 1017.101127891670 |
| 2025-10-01 | 1018.438875228530 |
| 2025-11-01 | 1019.797891643310 |
| 2025-12-01 | 1022.644428154550 |
| 2026-01-01 | 1023.625810764340 |
| 2026-02-01 | 1023.847402417410 |
| 2026-03-01 | 1024.725628243860 |
| 2026-04-01 | 1023.421374600630 |
| 2026-05-01 | 1024.080659197490 |
| 2026-06-01 | 1024.575585021480 |