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 2026-04-01 |
| Last Updated | 2026-05-26 2:29 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 | 549.613453516390 |
| 1990-02-01 | 549.762252146551 |
| 1990-03-01 | 551.733815515654 |
| 1990-04-01 | 553.547820344978 |
| 1990-05-01 | 553.710194472455 |
| 1990-06-01 | 558.086170411466 |
| 1990-07-01 | 564.232386744702 |
| 1990-08-01 | 564.926343449550 |
| 1990-09-01 | 565.894689342586 |
| 1990-10-01 | 569.561179993891 |
| 1990-11-01 | 570.567155798964 |
| 1990-12-01 | 571.867613725285 |
| 1991-01-01 | 573.425039684591 |
| 1991-02-01 | 573.869832642661 |
| 1991-03-01 | 572.921176193415 |
| 1991-04-01 | 572.225308744412 |
| 1991-05-01 | 570.947318142575 |
| 1991-06-01 | 570.973562942874 |
| 1991-07-01 | 569.528470937731 |
| 1991-08-01 | 569.483106111839 |
| 1991-09-01 | 568.358037565745 |
| 1991-10-01 | 568.498160657595 |
| 1991-11-01 | 569.328798843042 |
| 1991-12-01 | 567.879256267363 |
| 1992-01-01 | 566.754967774114 |
| 1992-02-01 | 566.818084342222 |
| 1992-03-01 | 567.243325042309 |
| 1992-04-01 | 569.632646744434 |
| 1992-05-01 | 568.810452236669 |
| 1992-06-01 | 565.459185089271 |
| 1992-07-01 | 567.914024898550 |
| 1992-08-01 | 567.807308865364 |
| 1992-09-01 | 568.871753682271 |
| 1992-10-01 | 568.868951219126 |
| 1992-11-01 | 568.415303322735 |
| 1992-12-01 | 568.173480697079 |
| 1993-01-01 | 575.258576059218 |
| 1993-02-01 | 574.642648650574 |
| 1993-03-01 | 574.798040013753 |
| 1993-04-01 | 575.104239888436 |
| 1993-05-01 | 575.459113340254 |
| 1993-06-01 | 576.544404464703 |
| 1993-07-01 | 576.860529095305 |
| 1993-08-01 | 576.778022016646 |
| 1993-09-01 | 575.879627361380 |
| 1993-10-01 | 576.620476249095 |
| 1993-11-01 | 576.440952038169 |
| 1993-12-01 | 578.704557900775 |
| 1994-01-01 | 578.247179170197 |
| 1994-02-01 | 579.791215338289 |
| 1994-03-01 | 582.304809017217 |
| 1994-04-01 | 579.482566103699 |
| 1994-05-01 | 578.508255911503 |
| 1994-06-01 | 577.437815910851 |
| 1994-07-01 | 577.690774959817 |
| 1994-08-01 | 577.766814875989 |
| 1994-09-01 | 579.039952578663 |
| 1994-10-01 | 578.810254162046 |
| 1994-11-01 | 580.730658804247 |
| 1994-12-01 | 581.595059764720 |
| 1995-01-01 | 583.997899513397 |
| 1995-02-01 | 586.597151640108 |
| 1995-03-01 | 588.939374559856 |
| 1995-04-01 | 589.584819929761 |
| 1995-05-01 | 589.501314623269 |
| 1995-06-01 | 592.864884414286 |
| 1995-07-01 | 594.253395325734 |
| 1995-08-01 | 597.292772911681 |
| 1995-09-01 | 599.829762431200 |
| 1995-10-01 | 594.174549340709 |
| 1995-11-01 | 596.220730467116 |
| 1995-12-01 | 596.894015957657 |
| 1996-01-01 | 597.289924333702 |
| 1996-02-01 | 596.856224114295 |
| 1996-03-01 | 597.537161277779 |
| 1996-04-01 | 598.267101859237 |
| 1996-05-01 | 600.595815268642 |
| 1996-06-01 | 603.704565745514 |
| 1996-07-01 | 605.635305663443 |
| 1996-08-01 | 606.717676116445 |
| 1996-09-01 | 606.390259171374 |
| 1996-10-01 | 610.181962586795 |
| 1996-11-01 | 614.651112640766 |
| 1996-12-01 | 614.684460199452 |
| 1997-01-01 | 616.148360672480 |
| 1997-02-01 | 617.373803968972 |
| 1997-03-01 | 621.184728553063 |
| 1997-04-01 | 625.732466390661 |
| 1997-05-01 | 628.144075501589 |
| 1997-06-01 | 629.184972541614 |
| 1997-07-01 | 631.118712494180 |
| 1997-08-01 | 631.248946506982 |
| 1997-09-01 | 633.872069338093 |
| 1997-10-01 | 635.255105373808 |
| 1997-11-01 | 636.130481890276 |
| 1997-12-01 | 638.274385746792 |
| 1998-01-01 | 639.623661162583 |
| 1998-02-01 | 642.428463943096 |
| 1998-03-01 | 644.807157350674 |
| 1998-04-01 | 645.289551502224 |
| 1998-05-01 | 646.250823076751 |
| 1998-06-01 | 648.649472061367 |
| 1998-07-01 | 647.229700346663 |
| 1998-08-01 | 651.599577967832 |
| 1998-09-01 | 653.129631671890 |
| 1998-10-01 | 654.569643451659 |
| 1998-11-01 | 656.846038843138 |
| 1998-12-01 | 658.097577737598 |
| 1999-01-01 | 660.627828490955 |
| 1999-02-01 | 662.275693148528 |
| 1999-03-01 | 664.139158492832 |
| 1999-04-01 | 665.361386102605 |
| 1999-05-01 | 667.305816277353 |
| 1999-06-01 | 667.049872233184 |
| 1999-07-01 | 670.982187308544 |
| 1999-08-01 | 673.835525428281 |
| 1999-09-01 | 674.408773114036 |
| 1999-10-01 | 676.374411435683 |
| 1999-11-01 | 676.375679407469 |
| 1999-12-01 | 678.987915425251 |
| 2000-01-01 | 680.029713892396 |
| 2000-02-01 | 681.185917704800 |
| 2000-03-01 | 683.736234608628 |
| 2000-04-01 | 690.000688861519 |
| 2000-05-01 | 689.840768432554 |
| 2000-06-01 | 692.355784219260 |
| 2000-07-01 | 693.453204436127 |
| 2000-08-01 | 694.863096617802 |
| 2000-09-01 | 696.837905247611 |
| 2000-10-01 | 697.470805969792 |
| 2000-11-01 | 699.925132185915 |
| 2000-12-01 | 701.631099169913 |
| 2001-01-01 | 704.453035267092 |
| 2001-02-01 | 703.878706077723 |
| 2001-03-01 | 705.850552468307 |
| 2001-04-01 | 702.193176420085 |
| 2001-05-01 | 700.823404956958 |
| 2001-06-01 | 701.107041657285 |
| 2001-07-01 | 701.005189308596 |
| 2001-08-01 | 699.807244410051 |
| 2001-09-01 | 698.125395674763 |
| 2001-10-01 | 696.694896750308 |
| 2001-11-01 | 694.304866330450 |
| 2001-12-01 | 692.908493107638 |
| 2002-01-01 | 695.117449524260 |
| 2002-02-01 | 695.152049586428 |
| 2002-03-01 | 697.263149149806 |
| 2002-04-01 | 691.804990897609 |
| 2002-05-01 | 692.494941083169 |
| 2002-06-01 | 692.410559800441 |
| 2002-07-01 | 692.982990873067 |
| 2002-08-01 | 693.296939279381 |
| 2002-09-01 | 693.660842565945 |
| 2002-10-01 | 693.855562915865 |
| 2002-11-01 | 694.944007647739 |
| 2002-12-01 | 693.611289773364 |
| 2003-01-01 | 692.767610533065 |
| 2003-02-01 | 692.721450768299 |
| 2003-03-01 | 692.203465594318 |
| 2003-04-01 | 690.872822251501 |
| 2003-05-01 | 690.207489381777 |
| 2003-06-01 | 689.838299525984 |
| 2003-07-01 | 689.271244093349 |
| 2003-08-01 | 689.319014586383 |
| 2003-09-01 | 688.874749451494 |
| 2003-10-01 | 688.888030072435 |
| 2003-11-01 | 689.724860514026 |
| 2003-12-01 | 688.247226136206 |
| 2004-01-01 | 685.756265718919 |
| 2004-02-01 | 686.224042751349 |
| 2004-03-01 | 687.619143241315 |
| 2004-04-01 | 690.854059619680 |
| 2004-05-01 | 691.174737832390 |
| 2004-06-01 | 691.799821247542 |
| 2004-07-01 | 691.132113566277 |
| 2004-08-01 | 690.790508376635 |
| 2004-09-01 | 690.895152510240 |
| 2004-10-01 | 693.482387130450 |
| 2004-11-01 | 694.090402182066 |
| 2004-12-01 | 695.338961759509 |
| 2005-01-01 | 696.284123067179 |
| 2005-02-01 | 696.437665773030 |
| 2005-03-01 | 697.019152233288 |
| 2005-04-01 | 699.190251605587 |
| 2005-05-01 | 698.033650401030 |
| 2005-06-01 | 697.784891846238 |
| 2005-07-01 | 699.083524837553 |
| 2005-08-01 | 700.823055480918 |
| 2005-09-01 | 702.907606358565 |
| 2005-10-01 | 702.528936751586 |
| 2005-11-01 | 703.642728358773 |
| 2005-12-01 | 705.126230088635 |
| 2006-01-01 | 707.244553979443 |
| 2006-02-01 | 708.560861252644 |
| 2006-03-01 | 709.970939150167 |
| 2006-04-01 | 711.157221800923 |
| 2006-05-01 | 712.895622755002 |
| 2006-06-01 | 714.836011444507 |
| 2006-07-01 | 714.450353269747 |
| 2006-08-01 | 714.767831474636 |
| 2006-09-01 | 713.963381391642 |
| 2006-10-01 | 712.159878597285 |
| 2006-11-01 | 712.834519733018 |
| 2006-12-01 | 712.641051702278 |
| 2007-01-01 | 712.919621538103 |
| 2007-02-01 | 714.586557087858 |
| 2007-03-01 | 717.914189751027 |
| 2007-04-01 | 714.058627996720 |
| 2007-05-01 | 715.522117613917 |
| 2007-06-01 | 716.178430609882 |
| 2007-07-01 | 717.672615748145 |
| 2007-08-01 | 717.852605798817 |
| 2007-09-01 | 716.743966414502 |
| 2007-10-01 | 723.456234863722 |
| 2007-11-01 | 726.027004405505 |
| 2007-12-01 | 724.964168513742 |
| 2008-01-01 | 725.518043713700 |
| 2008-02-01 | 726.165805178475 |
| 2008-03-01 | 725.211386568070 |
| 2008-04-01 | 724.542412729480 |
| 2008-05-01 | 723.277796337041 |
| 2008-06-01 | 721.779191401389 |
| 2008-07-01 | 721.513531421351 |
| 2008-08-01 | 720.367819016075 |
| 2008-09-01 | 717.208340369037 |
| 2008-10-01 | 713.185473172520 |
| 2008-11-01 | 709.737375828489 |
| 2008-12-01 | 706.366243935263 |
| 2009-01-01 | 703.644764497157 |
| 2009-02-01 | 697.623905531452 |
| 2009-03-01 | 693.357013993486 |
| 2009-04-01 | 688.676413789184 |
| 2009-05-01 | 686.382626184757 |
| 2009-06-01 | 683.509380182692 |
| 2009-07-01 | 679.962115556307 |
| 2009-08-01 | 679.069240783225 |
| 2009-09-01 | 677.490677836142 |
| 2009-10-01 | 678.667617991971 |
| 2009-11-01 | 678.267383596709 |
| 2009-12-01 | 678.399414844415 |
| 2010-01-01 | 677.234673778523 |
| 2010-02-01 | 676.659649795677 |
| 2010-03-01 | 677.958095071835 |
| 2010-04-01 | 678.425050561493 |
| 2010-05-01 | 678.886728101168 |
| 2010-06-01 | 679.826577419175 |
| 2010-07-01 | 680.320201166817 |
| 2010-08-01 | 679.371585040739 |
| 2010-09-01 | 680.316829428888 |
| 2010-10-01 | 680.349071264673 |
| 2010-11-01 | 681.179602240566 |
| 2010-12-01 | 680.568651998584 |
| 2011-01-01 | 681.661810320236 |
| 2011-02-01 | 682.332097447512 |
| 2011-03-01 | 683.713277236922 |
| 2011-04-01 | 686.428222095333 |
| 2011-05-01 | 685.928194480736 |
| 2011-06-01 | 687.102404990020 |
| 2011-07-01 | 690.060518565011 |
| 2011-08-01 | 691.267678574531 |
| 2011-09-01 | 694.670008953343 |
| 2011-10-01 | 693.906136998652 |
| 2011-11-01 | 694.719362489282 |
| 2011-12-01 | 695.615046948490 |
| 2012-01-01 | 701.925742698679 |
| 2012-02-01 | 702.162419701851 |
| 2012-03-01 | 704.974446375232 |
| 2012-04-01 | 708.766309496779 |
| 2012-05-01 | 710.973662670689 |
| 2012-06-01 | 713.460379016006 |
| 2012-07-01 | 714.050180726717 |
| 2012-08-01 | 716.510757976295 |
| 2012-09-01 | 718.966114501577 |
| 2012-10-01 | 720.990668745951 |
| 2012-11-01 | 723.617841519900 |
| 2012-12-01 | 725.900617766482 |
| 2013-01-01 | 728.341080686160 |
| 2013-02-01 | 730.487742806201 |
| 2013-03-01 | 730.945824546275 |
| 2013-04-01 | 732.151282767471 |
| 2013-05-01 | 733.988149947334 |
| 2013-06-01 | 734.416740228815 |
| 2013-07-01 | 735.600895243099 |
| 2013-08-01 | 738.126484191467 |
| 2013-09-01 | 740.058860389116 |
| 2013-10-01 | 742.392076035622 |
| 2013-11-01 | 744.073071856408 |
| 2013-12-01 | 745.281600106544 |
| 2014-01-01 | 745.607624021756 |
| 2014-02-01 | 747.611077369158 |
| 2014-03-01 | 749.409772465939 |
| 2014-04-01 | 750.445795029114 |
| 2014-05-01 | 752.559816288048 |
| 2014-06-01 | 753.895200205044 |
| 2014-07-01 | 751.561615899074 |
| 2014-08-01 | 755.335396719999 |
| 2014-09-01 | 756.208278699106 |
| 2014-10-01 | 756.252398480592 |
| 2014-11-01 | 760.119949440376 |
| 2014-12-01 | 761.081337814928 |
| 2015-01-01 | 764.719048733087 |
| 2015-02-01 | 766.456127789599 |
| 2015-03-01 | 768.734649191224 |
| 2015-04-01 | 771.684254815016 |
| 2015-05-01 | 773.019563557462 |
| 2015-06-01 | 774.173577049514 |
| 2015-07-01 | 778.471289802452 |
| 2015-08-01 | 780.215443493802 |
| 2015-09-01 | 781.988450209061 |
| 2015-10-01 | 784.539781662261 |
| 2015-11-01 | 785.818565378384 |
| 2015-12-01 | 789.019820287212 |
| 2016-01-01 | 790.679388357574 |
| 2016-02-01 | 792.698833303607 |
| 2016-03-01 | 791.316906829886 |
| 2016-04-01 | 799.087457276125 |
| 2016-05-01 | 798.188490749473 |
| 2016-06-01 | 798.026726033543 |
| 2016-07-01 | 804.028186887729 |
| 2016-08-01 | 804.884314891610 |
| 2016-09-01 | 807.318098086776 |
| 2016-10-01 | 809.157265969851 |
| 2016-11-01 | 810.746861182896 |
| 2016-12-01 | 811.190297620102 |
| 2017-01-01 | 812.763025915763 |
| 2017-02-01 | 813.987306475112 |
| 2017-03-01 | 816.388869568559 |
| 2017-04-01 | 816.606042823922 |
| 2017-05-01 | 817.795698975878 |
| 2017-06-01 | 820.145640123031 |
| 2017-07-01 | 819.442954885231 |
| 2017-08-01 | 819.848349499215 |
| 2017-09-01 | 821.238861036727 |
| 2017-10-01 | 822.302827527006 |
| 2017-11-01 | 822.069709945145 |
| 2017-12-01 | 823.621424146676 |
| 2018-01-01 | 824.517265306699 |
| 2018-02-01 | 826.039178685554 |
| 2018-03-01 | 827.360864116817 |
| 2018-04-01 | 828.161420059267 |
| 2018-05-01 | 828.966454959344 |
| 2018-06-01 | 830.163387698650 |
| 2018-07-01 | 830.427769005657 |
| 2018-08-01 | 832.373565071914 |
| 2018-09-01 | 832.439143211321 |
| 2018-10-01 | 832.318781240913 |
| 2018-11-01 | 832.916666340536 |
| 2018-12-01 | 833.728975010856 |
| 2019-01-01 | 834.625498659515 |
| 2019-02-01 | 835.527941649788 |
| 2019-03-01 | 835.744338925263 |
| 2019-04-01 | 834.822803612140 |
| 2019-05-01 | 835.574249379115 |
| 2019-06-01 | 836.901908764782 |
| 2019-07-01 | 837.548008352412 |
| 2019-08-01 | 838.816249164759 |
| 2019-09-01 | 838.321326510328 |
| 2019-10-01 | 838.462991803502 |
| 2019-11-01 | 843.122970753193 |
| 2019-12-01 | 844.479393497207 |
| 2020-01-01 | 845.842870294923 |
| 2020-02-01 | 848.228100038624 |
| 2020-03-01 | 835.721966842288 |
| 2020-04-01 | 690.828571633792 |
| 2020-05-01 | 704.248060439757 |
| 2020-06-01 | 725.850931125996 |
| 2020-07-01 | 730.675660377417 |
| 2020-08-01 | 733.641924708445 |
| 2020-09-01 | 741.593478665849 |
| 2020-10-01 | 757.404306445544 |
| 2020-11-01 | 760.937895653220 |
| 2020-12-01 | 755.568866573430 |
| 2021-01-01 | 751.079043493900 |
| 2021-02-01 | 762.704513245642 |
| 2021-03-01 | 767.191670663255 |
| 2021-04-01 | 778.717597197820 |
| 2021-05-01 | 783.045699495492 |
| 2021-06-01 | 785.964922476519 |
| 2021-07-01 | 793.697542572714 |
| 2021-08-01 | 794.642651692829 |
| 2021-09-01 | 795.047714484475 |
| 2021-10-01 | 809.201875241068 |
| 2021-11-01 | 813.339079316575 |
| 2021-12-01 | 815.393386913950 |
| 2022-01-01 | 816.029625415382 |
| 2022-02-01 | 823.479738429594 |
| 2022-03-01 | 825.005519022098 |
| 2022-04-01 | 822.692847904502 |
| 2022-05-01 | 822.734581871270 |
| 2022-06-01 | 824.245084975680 |
| 2022-07-01 | 824.209099515115 |
| 2022-08-01 | 826.492535501711 |
| 2022-09-01 | 827.619383708455 |
| 2022-10-01 | 827.490115050585 |
| 2022-11-01 | 827.097804656333 |
| 2022-12-01 | 827.386473530002 |
| 2023-01-01 | 825.629546568063 |
| 2023-02-01 | 827.347802571448 |
| 2023-03-01 | 827.287973908026 |
| 2023-04-01 | 829.483293279390 |
| 2023-05-01 | 830.233187152127 |
| 2023-06-01 | 832.980459538565 |
| 2023-07-01 | 830.978644003822 |
| 2023-08-01 | 833.997257963768 |
| 2023-09-01 | 836.678782754632 |
| 2023-10-01 | 834.693134252681 |
| 2023-11-01 | 834.675711635653 |
| 2023-12-01 | 835.843592935762 |
| 2024-01-01 | 838.948884788887 |
| 2024-02-01 | 835.378079842574 |
| 2024-03-01 | 835.043881252382 |
| 2024-04-01 | 836.895013682990 |
| 2024-05-01 | 837.623390833725 |
| 2024-06-01 | 836.409051254878 |
| 2024-07-01 | 838.242840097395 |
| 2024-08-01 | 836.698472020085 |
| 2024-09-01 | 835.828034985655 |
| 2024-10-01 | 839.265852514071 |
| 2024-11-01 | 839.576061477929 |
| 2024-12-01 | 837.417446913757 |
| 2025-01-01 | 839.054068067990 |
| 2025-02-01 | 839.183999873751 |
| 2025-03-01 | 839.209967873503 |
| 2025-04-01 | 839.761574933897 |
| 2025-05-01 | 839.628670386716 |
| 2025-06-01 | 838.437471651810 |
| 2025-07-01 | 840.921499579453 |
| 2025-08-01 | 841.336798764978 |
| 2025-09-01 | 841.378973607789 |
| 2025-10-01 | 842.379005794045 |
| 2025-11-01 | 843.637023593369 |
| 2025-12-01 | 846.233736904690 |
| 2026-01-01 | 847.257137483839 |
| 2026-02-01 | 847.147226678432 |
| 2026-03-01 | 847.830665340968 |
| 2026-04-01 | 846.017335943319 |