Table Data - All Employees: Private Service Providing in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Private Service Providing in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360840800000001SA |
| 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 | 549.613788644722 |
| 1990-02-01 | 549.762696536028 |
| 1990-03-01 | 551.734250286254 |
| 1990-04-01 | 553.548115159323 |
| 1990-05-01 | 553.710391342062 |
| 1990-06-01 | 558.086264490930 |
| 1990-07-01 | 564.232446739317 |
| 1990-08-01 | 564.926211983936 |
| 1990-09-01 | 565.894228239295 |
| 1990-10-01 | 569.560862808098 |
| 1990-11-01 | 570.566627772280 |
| 1990-12-01 | 571.866992099083 |
| 1991-01-01 | 573.425564390246 |
| 1991-02-01 | 573.870358791775 |
| 1991-03-01 | 572.921634205704 |
| 1991-04-01 | 572.225595696439 |
| 1991-05-01 | 570.947529633668 |
| 1991-06-01 | 570.973658562763 |
| 1991-07-01 | 569.528508968448 |
| 1991-08-01 | 569.482957824945 |
| 1991-09-01 | 568.357632923624 |
| 1991-10-01 | 568.497801287548 |
| 1991-11-01 | 569.328238057513 |
| 1991-12-01 | 567.878343397411 |
| 1992-01-01 | 566.755711093679 |
| 1992-02-01 | 566.818706081681 |
| 1992-03-01 | 567.243794126210 |
| 1992-04-01 | 569.632934942788 |
| 1992-05-01 | 568.810681211167 |
| 1992-06-01 | 565.459268455207 |
| 1992-07-01 | 567.914026741858 |
| 1992-08-01 | 567.807144578997 |
| 1992-09-01 | 568.871426791474 |
| 1992-10-01 | 568.868582089350 |
| 1992-11-01 | 568.414728842032 |
| 1992-12-01 | 568.172288169634 |
| 1993-01-01 | 575.259563919536 |
| 1993-02-01 | 574.643346063270 |
| 1993-03-01 | 574.798478644805 |
| 1993-04-01 | 575.104529404113 |
| 1993-05-01 | 575.459317463883 |
| 1993-06-01 | 576.544447425071 |
| 1993-07-01 | 576.860471365565 |
| 1993-08-01 | 576.777859426016 |
| 1993-09-01 | 575.879379737956 |
| 1993-10-01 | 576.620135884394 |
| 1993-11-01 | 576.440535293599 |
| 1993-12-01 | 578.703515971230 |
| 1994-01-01 | 578.247933830517 |
| 1994-02-01 | 579.791799700592 |
| 1994-03-01 | 582.305174502919 |
| 1994-04-01 | 579.482837428317 |
| 1994-05-01 | 578.508406794712 |
| 1994-06-01 | 577.437835722613 |
| 1994-07-01 | 577.690711002735 |
| 1994-08-01 | 577.766703472308 |
| 1994-09-01 | 579.039723002703 |
| 1994-10-01 | 578.810028589502 |
| 1994-11-01 | 580.730388012714 |
| 1994-12-01 | 581.594442563640 |
| 1995-01-01 | 583.998308641273 |
| 1995-02-01 | 586.597556423670 |
| 1995-03-01 | 588.939614964194 |
| 1995-04-01 | 589.585019170000 |
| 1995-05-01 | 589.501390434249 |
| 1995-06-01 | 592.864890686827 |
| 1995-07-01 | 594.253347512995 |
| 1995-08-01 | 597.292722650547 |
| 1995-09-01 | 599.829544560388 |
| 1995-10-01 | 594.174432735034 |
| 1995-11-01 | 596.220617927239 |
| 1995-12-01 | 596.893827677541 |
| 1996-01-01 | 597.289985953469 |
| 1996-02-01 | 596.856455179083 |
| 1996-03-01 | 597.537281259536 |
| 1996-04-01 | 598.267208619716 |
| 1996-05-01 | 600.595847658232 |
| 1996-06-01 | 603.704584730430 |
| 1996-07-01 | 605.635294949016 |
| 1996-08-01 | 606.717685034456 |
| 1996-09-01 | 606.390037172880 |
| 1996-10-01 | 610.181940004108 |
| 1996-11-01 | 614.651046704045 |
| 1996-12-01 | 614.684433506981 |
| 1997-01-01 | 616.148346474936 |
| 1997-02-01 | 617.373983913373 |
| 1997-03-01 | 621.184762744019 |
| 1997-04-01 | 625.732496427042 |
| 1997-05-01 | 628.144083039368 |
| 1997-06-01 | 629.184989906998 |
| 1997-07-01 | 631.118699678666 |
| 1997-08-01 | 631.248962210594 |
| 1997-09-01 | 633.871923318930 |
| 1997-10-01 | 635.255109288103 |
| 1997-11-01 | 636.130448976865 |
| 1997-12-01 | 638.274387550755 |
| 1998-01-01 | 639.623652713503 |
| 1998-02-01 | 642.428581711775 |
| 1998-03-01 | 644.807163863635 |
| 1998-04-01 | 645.289554930694 |
| 1998-05-01 | 646.250826112984 |
| 1998-06-01 | 648.649486449279 |
| 1998-07-01 | 647.229676409086 |
| 1998-08-01 | 651.599591932150 |
| 1998-09-01 | 653.129552544384 |
| 1998-10-01 | 654.569648483997 |
| 1998-11-01 | 656.846009319242 |
| 1998-12-01 | 658.097586978319 |
| 1999-01-01 | 660.627832392907 |
| 1999-02-01 | 662.275761040754 |
| 1999-03-01 | 664.139164806699 |
| 1999-04-01 | 665.361386222551 |
| 1999-05-01 | 667.305816099021 |
| 1999-06-01 | 667.049873301489 |
| 1999-07-01 | 670.982161756976 |
| 1999-08-01 | 673.835530170663 |
| 1999-09-01 | 674.408765599683 |
| 1999-10-01 | 676.374406666672 |
| 1999-11-01 | 676.375646536761 |
| 1999-12-01 | 678.987927903245 |
| 2000-01-01 | 680.029725732372 |
| 2000-02-01 | 681.185930478175 |
| 2000-03-01 | 683.736245129003 |
| 2000-04-01 | 690.000693353335 |
| 2000-05-01 | 689.840768010001 |
| 2000-06-01 | 692.355781696263 |
| 2000-07-01 | 693.453191958600 |
| 2000-08-01 | 694.863103244948 |
| 2000-09-01 | 696.837903803598 |
| 2000-10-01 | 697.470806252141 |
| 2000-11-01 | 699.925108499438 |
| 2000-12-01 | 701.631106399272 |
| 2001-01-01 | 704.453042092845 |
| 2001-02-01 | 703.878709468751 |
| 2001-03-01 | 705.850557287451 |
| 2001-04-01 | 702.193178926006 |
| 2001-05-01 | 700.823405366214 |
| 2001-06-01 | 701.107037495909 |
| 2001-07-01 | 701.005187952935 |
| 2001-08-01 | 699.807248448736 |
| 2001-09-01 | 698.125395880889 |
| 2001-10-01 | 696.694897486412 |
| 2001-11-01 | 694.304851713018 |
| 2001-12-01 | 692.908498260722 |
| 2002-01-01 | 695.117451152970 |
| 2002-02-01 | 695.152050015170 |
| 2002-03-01 | 697.263151592083 |
| 2002-04-01 | 691.804992512194 |
| 2002-05-01 | 692.494941472208 |
| 2002-06-01 | 692.410559327084 |
| 2002-07-01 | 692.982990902660 |
| 2002-08-01 | 693.296939544893 |
| 2002-09-01 | 693.660842475071 |
| 2002-10-01 | 693.855562108002 |
| 2002-11-01 | 694.944002672685 |
| 2002-12-01 | 693.611292022649 |
| 2003-01-01 | 692.767610809952 |
| 2003-02-01 | 692.721451089856 |
| 2003-03-01 | 692.203467018147 |
| 2003-04-01 | 690.872823010503 |
| 2003-05-01 | 690.207489464682 |
| 2003-06-01 | 689.838299270951 |
| 2003-07-01 | 689.271243969702 |
| 2003-08-01 | 689.319014569996 |
| 2003-09-01 | 688.874749413885 |
| 2003-10-01 | 688.888029954137 |
| 2003-11-01 | 689.724857741807 |
| 2003-12-01 | 688.247227823620 |
| 2004-01-01 | 685.756265513776 |
| 2004-02-01 | 686.224043019226 |
| 2004-03-01 | 687.619143790011 |
| 2004-04-01 | 690.854060124801 |
| 2004-05-01 | 691.174737793293 |
| 2004-06-01 | 691.799821127135 |
| 2004-07-01 | 691.132113484495 |
| 2004-08-01 | 690.790508283414 |
| 2004-09-01 | 690.895152459384 |
| 2004-10-01 | 693.482387201439 |
| 2004-11-01 | 694.090401241707 |
| 2004-12-01 | 695.338962059604 |
| 2005-01-01 | 696.284123087449 |
| 2005-02-01 | 696.437665969480 |
| 2005-03-01 | 697.019152401861 |
| 2005-04-01 | 699.190251762853 |
| 2005-05-01 | 698.033650442249 |
| 2005-06-01 | 697.784891825265 |
| 2005-07-01 | 699.083524827642 |
| 2005-08-01 | 700.823055475340 |
| 2005-09-01 | 702.907606335326 |
| 2005-10-01 | 702.528936717148 |
| 2005-11-01 | 703.642728096072 |
| 2005-12-01 | 705.126230125548 |
| 2006-01-01 | 707.244553909811 |
| 2006-02-01 | 708.560861321171 |
| 2006-03-01 | 709.970939240090 |
| 2006-04-01 | 711.157221882272 |
| 2006-05-01 | 712.895622784160 |
| 2006-06-01 | 714.836011450971 |
| 2006-07-01 | 714.450353272272 |
| 2006-08-01 | 714.767831472997 |
| 2006-09-01 | 713.963381375017 |
| 2006-10-01 | 712.159878561557 |
| 2006-11-01 | 712.834519692339 |
| 2006-12-01 | 712.641051630114 |
| 2007-01-01 | 712.919621614107 |
| 2007-02-01 | 714.586557065225 |
| 2007-03-01 | 717.914189793036 |
| 2007-04-01 | 714.058627974470 |
| 2007-05-01 | 715.522117670706 |
| 2007-06-01 | 716.178430627979 |
| 2007-07-01 | 717.672615726680 |
| 2007-08-01 | 717.852605773919 |
| 2007-09-01 | 716.743966395542 |
| 2007-10-01 | 723.456234879211 |
| 2007-11-01 | 726.027004383782 |
| 2007-12-01 | 724.964168441334 |
| 2008-01-01 | 725.518043945204 |
| 2008-02-01 | 726.165804871735 |
| 2008-03-01 | 725.211386723375 |
| 2008-04-01 | 724.542412768561 |
| 2008-05-01 | 723.277796482321 |
| 2008-06-01 | 721.779191415862 |
| 2008-07-01 | 721.513531309323 |
| 2008-08-01 | 720.367818849591 |
| 2008-09-01 | 717.208340253112 |
| 2008-10-01 | 713.185473178431 |
| 2008-11-01 | 709.737375810438 |
| 2008-12-01 | 706.366244008509 |
| 2009-01-01 | 703.644765090554 |
| 2009-02-01 | 697.623905004766 |
| 2009-03-01 | 693.357013935958 |
| 2009-04-01 | 688.676414798737 |
| 2009-05-01 | 686.382625791087 |
| 2009-06-01 | 683.509379745344 |
| 2009-07-01 | 679.962115161849 |
| 2009-08-01 | 679.069240476301 |
| 2009-09-01 | 677.490677769694 |
| 2009-10-01 | 678.667617992526 |
| 2009-11-01 | 678.267383754227 |
| 2009-12-01 | 678.399416045146 |
| 2010-01-01 | 677.234674881349 |
| 2010-02-01 | 676.659649074220 |
| 2010-03-01 | 677.958094332857 |
| 2010-04-01 | 678.425051833137 |
| 2010-05-01 | 678.886726463131 |
| 2010-06-01 | 679.826576277142 |
| 2010-07-01 | 680.320200734528 |
| 2010-08-01 | 679.371584901390 |
| 2010-09-01 | 680.316829283138 |
| 2010-10-01 | 680.349070641990 |
| 2010-11-01 | 681.179602680318 |
| 2010-12-01 | 680.568655402755 |
| 2011-01-01 | 681.661813050318 |
| 2011-02-01 | 682.332099127520 |
| 2011-03-01 | 683.713277740173 |
| 2011-04-01 | 686.428224385950 |
| 2011-05-01 | 685.928179802225 |
| 2011-06-01 | 687.102402035820 |
| 2011-07-01 | 690.060518250570 |
| 2011-08-01 | 691.267681285069 |
| 2011-09-01 | 694.670014141052 |
| 2011-10-01 | 693.906142557654 |
| 2011-11-01 | 694.719367875999 |
| 2011-12-01 | 695.615052029221 |
| 2012-01-01 | 701.925740096190 |
| 2012-02-01 | 702.162413732169 |
| 2012-03-01 | 704.974435003896 |
| 2012-04-01 | 708.766299066775 |
| 2012-05-01 | 710.973632789770 |
| 2012-06-01 | 713.460384641700 |
| 2012-07-01 | 714.050222501139 |
| 2012-08-01 | 716.510778626522 |
| 2012-09-01 | 718.966132347579 |
| 2012-10-01 | 720.990689461095 |
| 2012-11-01 | 723.617836951188 |
| 2012-12-01 | 725.900602131996 |
| 2013-01-01 | 728.341045371261 |
| 2013-02-01 | 730.487688424156 |
| 2013-03-01 | 730.945762721433 |
| 2013-04-01 | 732.151264631021 |
| 2013-05-01 | 733.988173477929 |
| 2013-06-01 | 734.416720395779 |
| 2013-07-01 | 735.601087346876 |
| 2013-08-01 | 738.126582980287 |
| 2013-09-01 | 740.058895522171 |
| 2013-10-01 | 742.392079951149 |
| 2013-11-01 | 744.073023632232 |
| 2013-12-01 | 745.281540338616 |
| 2014-01-01 | 745.607497732816 |
| 2014-02-01 | 747.610878641034 |
| 2014-03-01 | 749.409581156627 |
| 2014-04-01 | 750.445876903989 |
| 2014-05-01 | 752.559781857450 |
| 2014-06-01 | 753.895125068804 |
| 2014-07-01 | 751.562649290432 |
| 2014-08-01 | 755.335362946068 |
| 2014-09-01 | 756.208181947229 |
| 2014-10-01 | 756.252317407821 |
| 2014-11-01 | 760.119842151196 |
| 2014-12-01 | 761.081189732561 |
| 2015-01-01 | 764.718815485726 |
| 2015-02-01 | 766.455827283939 |
| 2015-03-01 | 768.734447936042 |
| 2015-04-01 | 771.684266904137 |
| 2015-05-01 | 773.019131981599 |
| 2015-06-01 | 774.174030406430 |
| 2015-07-01 | 778.472786374174 |
| 2015-08-01 | 780.215161766256 |
| 2015-09-01 | 781.988399931857 |
| 2015-10-01 | 784.539876601468 |
| 2015-11-01 | 785.818546031365 |
| 2015-12-01 | 789.019534880247 |
| 2016-01-01 | 790.678855994592 |
| 2016-02-01 | 792.698248218233 |
| 2016-03-01 | 791.316681474432 |
| 2016-04-01 | 799.087505343117 |
| 2016-05-01 | 798.187993349667 |
| 2016-06-01 | 798.028313878513 |
| 2016-07-01 | 804.030125059519 |
| 2016-08-01 | 804.883432582806 |
| 2016-09-01 | 807.317585089308 |
| 2016-10-01 | 809.156947874669 |
| 2016-11-01 | 810.746159837423 |
| 2016-12-01 | 811.188985161844 |
| 2017-01-01 | 812.761850670866 |
| 2017-02-01 | 813.987239147116 |
| 2017-03-01 | 816.390642092611 |
| 2017-04-01 | 816.607840911549 |
| 2017-05-01 | 817.797232245988 |
| 2017-06-01 | 820.149921202464 |
| 2017-07-01 | 819.443354627022 |
| 2017-08-01 | 819.843949162734 |
| 2017-09-01 | 821.232383341733 |
| 2017-10-01 | 822.307945657424 |
| 2017-11-01 | 822.063445979802 |
| 2017-12-01 | 823.616783221716 |
| 2018-01-01 | 824.515785848094 |
| 2018-02-01 | 826.041849840566 |
| 2018-03-01 | 827.368510993052 |
| 2018-04-01 | 828.168095635163 |
| 2018-05-01 | 828.972913541979 |
| 2018-06-01 | 830.171503811858 |
| 2018-07-01 | 830.430359466209 |
| 2018-08-01 | 832.369434191814 |
| 2018-09-01 | 832.401407338109 |
| 2018-10-01 | 832.332316262177 |
| 2018-11-01 | 832.905416883523 |
| 2018-12-01 | 833.719528033526 |
| 2019-01-01 | 834.618501121327 |
| 2019-02-01 | 835.532549393970 |
| 2019-03-01 | 835.773223277524 |
| 2019-04-01 | 834.853446750497 |
| 2019-05-01 | 835.575360566827 |
| 2019-06-01 | 836.909034162108 |
| 2019-07-01 | 837.561912453370 |
| 2019-08-01 | 838.811780914107 |
| 2019-09-01 | 838.224595056305 |
| 2019-10-01 | 838.488117509559 |
| 2019-11-01 | 843.108993807375 |
| 2019-12-01 | 844.465364035620 |
| 2020-01-01 | 845.835140078087 |
| 2020-02-01 | 848.236564576690 |
| 2020-03-01 | 835.773458150894 |
| 2020-04-01 | 690.875579353562 |
| 2020-05-01 | 704.247952808415 |
| 2020-06-01 | 725.858071534974 |
| 2020-07-01 | 730.697442240900 |
| 2020-08-01 | 733.635584809804 |
| 2020-09-01 | 741.455463214524 |
| 2020-10-01 | 757.418086694912 |
| 2020-11-01 | 760.929357337760 |
| 2020-12-01 | 755.559206966618 |
| 2021-01-01 | 751.074409922330 |
| 2021-02-01 | 762.712309515281 |
| 2021-03-01 | 767.256464737408 |
| 2021-04-01 | 778.797330548838 |
| 2021-05-01 | 783.046320435874 |
| 2021-06-01 | 785.977550996139 |
| 2021-07-01 | 793.738918127115 |
| 2021-08-01 | 794.634172877452 |
| 2021-09-01 | 794.819145704603 |
| 2021-10-01 | 809.211379804876 |
| 2021-11-01 | 813.341329938862 |
| 2021-12-01 | 815.394545482717 |
| 2022-01-01 | 816.044597037114 |
| 2022-02-01 | 823.488688800628 |
| 2022-03-01 | 825.061373502769 |
| 2022-04-01 | 822.768966694628 |
| 2022-05-01 | 822.757583643546 |
| 2022-06-01 | 824.281083367631 |
| 2022-07-01 | 824.274185760874 |
| 2022-08-01 | 826.516771230910 |
| 2022-09-01 | 827.232879350866 |
| 2022-10-01 | 827.523467057329 |
| 2022-11-01 | 827.133516080866 |
| 2022-12-01 | 827.411159152366 |
| 2023-01-01 | 825.657127217431 |
| 2023-02-01 | 827.353252611967 |
| 2023-03-01 | 827.310133318077 |
| 2023-04-01 | 829.515968331857 |
| 2023-05-01 | 830.237534054852 |
| 2023-06-01 | 833.116599818055 |
| 2023-07-01 | 831.050262046650 |
| 2023-08-01 | 834.057424768141 |
| 2023-09-01 | 836.151337868652 |
| 2023-10-01 | 834.779004237036 |
| 2023-11-01 | 834.755005134513 |
| 2023-12-01 | 835.893915904584 |
| 2024-01-01 | 838.987674583463 |
| 2024-02-01 | 835.379978450718 |
| 2024-03-01 | 835.024583639969 |
| 2024-04-01 | 836.801121914035 |
| 2024-05-01 | 837.577419933767 |
| 2024-06-01 | 836.694337865110 |
| 2024-07-01 | 838.311282282959 |
| 2024-08-01 | 836.778701137759 |
| 2024-09-01 | 835.300704003785 |
| 2024-10-01 | 839.391482364038 |
| 2024-11-01 | 839.677946286528 |
| 2024-12-01 | 837.473848213086 |
| 2025-01-01 | 839.071401059461 |
| 2025-02-01 | 839.162744884638 |
| 2025-03-01 | 839.154034002136 |
| 2025-04-01 | 839.543370852693 |
| 2025-05-01 | 839.558141107970 |
| 2025-06-01 | 838.884151045051 |
| 2025-07-01 | 840.955283953417 |
| 2025-08-01 | 841.372673566053 |
| 2025-09-01 | 841.020989772949 |
| 2025-10-01 | 842.489388926186 |
| 2025-11-01 | 843.721601694985 |
| 2025-12-01 | 846.281100223069 |
| 2026-01-01 | 847.256681710670 |
| 2026-02-01 | 847.099450614390 |
| 2026-03-01 | 847.760124122801 |
| 2026-04-01 | 846.199933040135 |
| 2026-05-01 | 846.144287075428 |
| 2026-06-01 | 846.592989398640 |