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 2026-05-01 |
| Last Updated | 2026-06-24 10:46 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 | 549.613439747739 |
| 1990-02-01 | 549.762233276076 |
| 1990-03-01 | 551.733796780973 |
| 1990-04-01 | 553.547803488948 |
| 1990-05-01 | 553.710186750470 |
| 1990-06-01 | 558.086166818649 |
| 1990-07-01 | 564.232388837142 |
| 1990-08-01 | 564.926347624113 |
| 1990-09-01 | 565.894717508226 |
| 1990-10-01 | 569.561194042427 |
| 1990-11-01 | 570.567169477512 |
| 1990-12-01 | 571.867639712286 |
| 1991-01-01 | 573.425017745261 |
| 1991-02-01 | 573.869810137204 |
| 1991-03-01 | 572.921156457989 |
| 1991-04-01 | 572.225290840645 |
| 1991-05-01 | 570.947310204259 |
| 1991-06-01 | 570.973560845880 |
| 1991-07-01 | 569.528474197380 |
| 1991-08-01 | 569.483113487022 |
| 1991-09-01 | 568.358061516162 |
| 1991-10-01 | 568.498176368686 |
| 1991-11-01 | 569.328813866105 |
| 1991-12-01 | 567.879293737095 |
| 1992-01-01 | 566.754935121125 |
| 1992-02-01 | 566.818056637709 |
| 1992-03-01 | 567.243304336844 |
| 1992-04-01 | 569.632627123715 |
| 1992-05-01 | 568.810444024985 |
| 1992-06-01 | 565.459186408818 |
| 1992-07-01 | 567.914032643466 |
| 1992-08-01 | 567.807322346247 |
| 1992-09-01 | 568.871774021452 |
| 1992-10-01 | 568.868966270283 |
| 1992-11-01 | 568.415318118350 |
| 1992-12-01 | 568.173525857678 |
| 1993-01-01 | 575.258528923180 |
| 1993-02-01 | 574.642614506892 |
| 1993-03-01 | 574.798017435061 |
| 1993-04-01 | 575.104220393427 |
| 1993-05-01 | 575.459105855585 |
| 1993-06-01 | 576.544410700694 |
| 1993-07-01 | 576.860545393488 |
| 1993-08-01 | 576.778048429380 |
| 1993-09-01 | 575.879660899633 |
| 1993-10-01 | 576.620474959773 |
| 1993-11-01 | 576.440952128562 |
| 1993-12-01 | 578.704589912034 |
| 1994-01-01 | 578.247135925031 |
| 1994-02-01 | 579.791181994993 |
| 1994-03-01 | 582.304787184957 |
| 1994-04-01 | 579.482548616574 |
| 1994-05-01 | 578.508251617519 |
| 1994-06-01 | 577.437826189968 |
| 1994-07-01 | 577.690796251364 |
| 1994-08-01 | 577.766846480505 |
| 1994-09-01 | 579.040019847387 |
| 1994-10-01 | 578.810227466084 |
| 1994-11-01 | 580.730642091280 |
| 1994-12-01 | 581.595064861785 |
| 1995-01-01 | 583.997865229232 |
| 1995-02-01 | 586.597121853152 |
| 1995-03-01 | 588.939356285061 |
| 1995-04-01 | 589.584808453602 |
| 1995-05-01 | 589.501315165197 |
| 1995-06-01 | 592.864897116434 |
| 1995-07-01 | 594.253417588138 |
| 1995-08-01 | 597.292806477289 |
| 1995-09-01 | 599.829864922351 |
| 1995-10-01 | 594.174497465620 |
| 1995-11-01 | 596.220697299384 |
| 1995-12-01 | 596.893997663773 |
| 1996-01-01 | 597.289901633972 |
| 1996-02-01 | 596.856200190030 |
| 1996-03-01 | 597.537150262408 |
| 1996-04-01 | 598.267097223691 |
| 1996-05-01 | 600.595818960246 |
| 1996-06-01 | 603.704580545488 |
| 1996-07-01 | 605.635324959384 |
| 1996-08-01 | 606.717694539937 |
| 1996-09-01 | 606.390362713253 |
| 1996-10-01 | 610.181914887317 |
| 1996-11-01 | 614.651080424990 |
| 1996-12-01 | 614.684434561779 |
| 1997-01-01 | 616.148341448000 |
| 1997-02-01 | 617.373782733153 |
| 1997-03-01 | 621.184722658720 |
| 1997-04-01 | 625.732466611250 |
| 1997-05-01 | 628.144078814093 |
| 1997-06-01 | 629.184989832516 |
| 1997-07-01 | 631.118730359475 |
| 1997-08-01 | 631.248957756377 |
| 1997-09-01 | 633.872136509181 |
| 1997-10-01 | 635.255077007155 |
| 1997-11-01 | 636.130458545889 |
| 1997-12-01 | 638.274365427886 |
| 1998-01-01 | 639.623645428648 |
| 1998-02-01 | 642.428449127311 |
| 1998-03-01 | 644.807154573461 |
| 1998-04-01 | 645.289552599608 |
| 1998-05-01 | 646.250823510002 |
| 1998-06-01 | 648.649490792875 |
| 1998-07-01 | 647.229715514527 |
| 1998-08-01 | 651.599580130844 |
| 1998-09-01 | 653.129657758430 |
| 1998-10-01 | 654.569636581909 |
| 1998-11-01 | 656.846026733908 |
| 1998-12-01 | 658.097565553676 |
| 1999-01-01 | 660.627818122536 |
| 1999-02-01 | 662.275684676598 |
| 1999-03-01 | 664.139156149541 |
| 1999-04-01 | 665.361386353562 |
| 1999-05-01 | 667.305815635463 |
| 1999-06-01 | 667.049888482496 |
| 1999-07-01 | 670.982196836948 |
| 1999-08-01 | 673.835528801754 |
| 1999-09-01 | 674.408774527187 |
| 1999-10-01 | 676.374411055193 |
| 1999-11-01 | 676.375672485915 |
| 1999-12-01 | 678.987910558044 |
| 2000-01-01 | 680.029708509567 |
| 2000-02-01 | 681.185915204275 |
| 2000-03-01 | 683.736233137238 |
| 2000-04-01 | 690.000688966085 |
| 2000-05-01 | 689.840768402732 |
| 2000-06-01 | 692.355794276565 |
| 2000-07-01 | 693.453208796878 |
| 2000-08-01 | 694.863097444971 |
| 2000-09-01 | 696.837904508552 |
| 2000-10-01 | 697.470804857734 |
| 2000-11-01 | 699.925127837434 |
| 2000-12-01 | 701.631097807601 |
| 2001-01-01 | 704.453032934988 |
| 2001-02-01 | 703.878705591912 |
| 2001-03-01 | 705.850551977976 |
| 2001-04-01 | 702.193177030513 |
| 2001-05-01 | 700.823405945997 |
| 2001-06-01 | 701.107045787720 |
| 2001-07-01 | 701.005190193019 |
| 2001-08-01 | 699.807245340622 |
| 2001-09-01 | 698.125395117079 |
| 2001-10-01 | 696.694895752849 |
| 2001-11-01 | 694.304863655216 |
| 2001-12-01 | 692.908492926249 |
| 2002-01-01 | 695.117448550533 |
| 2002-02-01 | 695.152049700538 |
| 2002-03-01 | 697.263149209490 |
| 2002-04-01 | 691.804991724931 |
| 2002-05-01 | 692.494941798768 |
| 2002-06-01 | 692.410560469942 |
| 2002-07-01 | 692.982991441792 |
| 2002-08-01 | 693.296939490750 |
| 2002-09-01 | 693.660842359899 |
| 2002-10-01 | 693.855562483608 |
| 2002-11-01 | 694.944006622975 |
| 2002-12-01 | 693.611289739268 |
| 2003-01-01 | 692.767610016937 |
| 2003-02-01 | 692.721450894536 |
| 2003-03-01 | 692.203465704121 |
| 2003-04-01 | 690.872822789092 |
| 2003-05-01 | 690.207489642287 |
| 2003-06-01 | 689.838299676065 |
| 2003-07-01 | 689.271244180272 |
| 2003-08-01 | 689.319014590884 |
| 2003-09-01 | 688.874749403170 |
| 2003-10-01 | 688.888029994806 |
| 2003-11-01 | 689.724860020626 |
| 2003-12-01 | 688.247226174740 |
| 2004-01-01 | 685.756265606502 |
| 2004-02-01 | 686.224042735007 |
| 2004-03-01 | 687.619143255372 |
| 2004-04-01 | 690.854060023851 |
| 2004-05-01 | 691.174737871214 |
| 2004-06-01 | 691.799821259024 |
| 2004-07-01 | 691.132113566350 |
| 2004-08-01 | 690.790508358586 |
| 2004-09-01 | 690.895152484004 |
| 2004-10-01 | 693.482387115323 |
| 2004-11-01 | 694.090401995913 |
| 2004-12-01 | 695.338961761432 |
| 2005-01-01 | 696.284123010365 |
| 2005-02-01 | 696.437665758931 |
| 2005-03-01 | 697.019152243526 |
| 2005-04-01 | 699.190251853265 |
| 2005-05-01 | 698.033650407470 |
| 2005-06-01 | 697.784891840564 |
| 2005-07-01 | 699.083524828019 |
| 2005-08-01 | 700.823055461431 |
| 2005-09-01 | 702.907606326634 |
| 2005-10-01 | 702.528936719467 |
| 2005-11-01 | 703.642728322200 |
| 2005-12-01 | 705.126230074338 |
| 2006-01-01 | 707.244553947358 |
| 2006-02-01 | 708.560861250339 |
| 2006-03-01 | 709.970939159589 |
| 2006-04-01 | 711.157221950259 |
| 2006-05-01 | 712.895622752314 |
| 2006-06-01 | 714.836011433000 |
| 2006-07-01 | 714.450353254783 |
| 2006-08-01 | 714.767831453819 |
| 2006-09-01 | 713.963381367062 |
| 2006-10-01 | 712.159878577676 |
| 2006-11-01 | 712.834519720892 |
| 2006-12-01 | 712.641051690886 |
| 2007-01-01 | 712.919621565496 |
| 2007-02-01 | 714.586557087773 |
| 2007-03-01 | 717.914189757998 |
| 2007-04-01 | 714.058628051617 |
| 2007-05-01 | 715.522117617712 |
| 2007-06-01 | 716.178430597127 |
| 2007-07-01 | 717.672615730201 |
| 2007-08-01 | 717.852605774642 |
| 2007-09-01 | 716.743966390317 |
| 2007-10-01 | 723.456234844392 |
| 2007-11-01 | 726.027004409376 |
| 2007-12-01 | 724.964168521492 |
| 2008-01-01 | 725.518043790306 |
| 2008-02-01 | 726.165805186741 |
| 2008-03-01 | 725.211386569240 |
| 2008-04-01 | 724.542412732750 |
| 2008-05-01 | 723.277796332204 |
| 2008-06-01 | 721.779191377556 |
| 2008-07-01 | 721.513531391547 |
| 2008-08-01 | 720.367818975587 |
| 2008-09-01 | 717.208340332605 |
| 2008-10-01 | 713.185473160913 |
| 2008-11-01 | 709.737375854047 |
| 2008-12-01 | 706.366243972621 |
| 2009-01-01 | 703.644764627234 |
| 2009-02-01 | 697.623905552430 |
| 2009-03-01 | 693.357013995049 |
| 2009-04-01 | 688.676413733112 |
| 2009-05-01 | 686.382626181979 |
| 2009-06-01 | 683.509380153585 |
| 2009-07-01 | 679.962115504788 |
| 2009-08-01 | 679.069240712626 |
| 2009-09-01 | 677.490677735772 |
| 2009-10-01 | 678.667617924251 |
| 2009-11-01 | 678.267383692189 |
| 2009-12-01 | 678.399414984900 |
| 2010-01-01 | 677.234674060953 |
| 2010-02-01 | 676.659649857358 |
| 2010-03-01 | 677.958095130496 |
| 2010-04-01 | 678.425050470335 |
| 2010-05-01 | 678.886728008198 |
| 2010-06-01 | 679.826577160511 |
| 2010-07-01 | 680.320200860793 |
| 2010-08-01 | 679.371584833764 |
| 2010-09-01 | 680.316829321821 |
| 2010-10-01 | 680.349071309528 |
| 2010-11-01 | 681.179602589950 |
| 2010-12-01 | 680.568652402930 |
| 2011-01-01 | 681.661810960995 |
| 2011-02-01 | 682.332097870569 |
| 2011-03-01 | 683.713277645616 |
| 2011-04-01 | 686.428221873041 |
| 2011-05-01 | 685.928193938613 |
| 2011-06-01 | 687.102403475766 |
| 2011-07-01 | 690.060517063022 |
| 2011-08-01 | 691.267677876049 |
| 2011-09-01 | 694.670009170626 |
| 2011-10-01 | 693.906137874618 |
| 2011-11-01 | 694.719363934046 |
| 2011-12-01 | 695.615048450579 |
| 2012-01-01 | 701.925744438476 |
| 2012-02-01 | 702.162421280743 |
| 2012-03-01 | 704.974447624652 |
| 2012-04-01 | 708.766308619355 |
| 2012-05-01 | 710.973660091917 |
| 2012-06-01 | 713.460374747065 |
| 2012-07-01 | 714.050173898507 |
| 2012-08-01 | 716.510755411293 |
| 2012-09-01 | 718.966113515055 |
| 2012-10-01 | 720.990678737089 |
| 2012-11-01 | 723.617843674604 |
| 2012-12-01 | 725.900622369122 |
| 2013-01-01 | 728.341086383302 |
| 2013-02-01 | 730.487747705523 |
| 2013-03-01 | 730.945827160865 |
| 2013-04-01 | 732.151280876106 |
| 2013-05-01 | 733.988144764731 |
| 2013-06-01 | 734.416714796153 |
| 2013-07-01 | 735.600883060429 |
| 2013-08-01 | 738.126480606571 |
| 2013-09-01 | 740.058860509947 |
| 2013-10-01 | 742.392099682476 |
| 2013-11-01 | 744.073079372525 |
| 2013-12-01 | 745.281612059519 |
| 2014-01-01 | 745.607638616548 |
| 2014-02-01 | 747.611092962294 |
| 2014-03-01 | 749.409770830240 |
| 2014-04-01 | 750.445782810991 |
| 2014-05-01 | 752.559811606980 |
| 2014-06-01 | 753.895140673366 |
| 2014-07-01 | 751.561586100952 |
| 2014-08-01 | 755.335397323993 |
| 2014-09-01 | 756.208287093608 |
| 2014-10-01 | 756.252441724660 |
| 2014-11-01 | 760.119962483088 |
| 2014-12-01 | 761.081361143356 |
| 2015-01-01 | 764.719082306761 |
| 2015-02-01 | 766.456162701419 |
| 2015-03-01 | 768.734606848956 |
| 2015-04-01 | 771.684259306701 |
| 2015-05-01 | 773.019598809620 |
| 2015-06-01 | 774.173377839084 |
| 2015-07-01 | 778.471277384795 |
| 2015-08-01 | 780.215462961550 |
| 2015-09-01 | 781.988470065800 |
| 2015-10-01 | 784.539831482540 |
| 2015-11-01 | 785.818605024917 |
| 2015-12-01 | 789.019883675320 |
| 2016-01-01 | 790.679453269451 |
| 2016-02-01 | 792.698874330178 |
| 2016-03-01 | 791.316783863276 |
| 2016-04-01 | 799.087436803984 |
| 2016-05-01 | 798.188539872549 |
| 2016-06-01 | 798.026412956868 |
| 2016-07-01 | 804.028196880438 |
| 2016-08-01 | 804.884355463083 |
| 2016-09-01 | 807.318134501790 |
| 2016-10-01 | 809.157353906987 |
| 2016-11-01 | 810.746993260127 |
| 2016-12-01 | 811.190522994856 |
| 2017-01-01 | 812.763194873437 |
| 2017-02-01 | 813.987282380497 |
| 2017-03-01 | 816.388500970415 |
| 2017-04-01 | 816.605827484862 |
| 2017-05-01 | 817.795633767434 |
| 2017-06-01 | 820.145204676915 |
| 2017-07-01 | 819.443071055996 |
| 2017-08-01 | 819.848505497707 |
| 2017-09-01 | 821.239029325336 |
| 2017-10-01 | 822.302795354440 |
| 2017-11-01 | 822.070230951835 |
| 2017-12-01 | 823.621993480856 |
| 2018-01-01 | 824.517675997435 |
| 2018-02-01 | 826.039208844202 |
| 2018-03-01 | 827.360410879033 |
| 2018-04-01 | 828.159058497647 |
| 2018-05-01 | 828.967039074472 |
| 2018-06-01 | 830.162965323191 |
| 2018-07-01 | 830.427916911230 |
| 2018-08-01 | 832.373937210828 |
| 2018-09-01 | 832.439580674401 |
| 2018-10-01 | 832.318706906832 |
| 2018-11-01 | 832.917912151280 |
| 2018-12-01 | 833.729745322463 |
| 2019-01-01 | 834.626506758306 |
| 2019-02-01 | 835.528834529207 |
| 2019-03-01 | 835.743828490646 |
| 2019-04-01 | 834.815268245276 |
| 2019-05-01 | 835.576843541018 |
| 2019-06-01 | 836.902451975083 |
| 2019-07-01 | 837.546355904328 |
| 2019-08-01 | 838.817460033722 |
| 2019-09-01 | 838.322631474597 |
| 2019-10-01 | 838.462983962197 |
| 2019-11-01 | 843.124783880895 |
| 2019-12-01 | 844.480170196463 |
| 2020-01-01 | 845.845114457277 |
| 2020-02-01 | 848.229778949564 |
| 2020-03-01 | 835.721541929662 |
| 2020-04-01 | 690.818208908031 |
| 2020-05-01 | 704.251899205918 |
| 2020-06-01 | 725.851993993926 |
| 2020-07-01 | 730.672346661952 |
| 2020-08-01 | 733.643502295607 |
| 2020-09-01 | 741.595269971276 |
| 2020-10-01 | 757.404874888728 |
| 2020-11-01 | 760.939706867390 |
| 2020-12-01 | 755.569313365294 |
| 2021-01-01 | 751.082040847678 |
| 2021-02-01 | 762.706724701182 |
| 2021-03-01 | 767.191030890799 |
| 2021-04-01 | 778.704661106320 |
| 2021-05-01 | 783.050699087249 |
| 2021-06-01 | 785.967701823829 |
| 2021-07-01 | 793.687544017719 |
| 2021-08-01 | 794.644645806781 |
| 2021-09-01 | 795.053212479762 |
| 2021-10-01 | 809.202611956106 |
| 2021-11-01 | 813.340686621497 |
| 2021-12-01 | 815.394693779490 |
| 2022-01-01 | 816.035641267050 |
| 2022-02-01 | 823.480270520803 |
| 2022-03-01 | 825.003091267033 |
| 2022-04-01 | 822.682417813298 |
| 2022-05-01 | 822.736636724341 |
| 2022-06-01 | 824.246923633012 |
| 2022-07-01 | 824.195440178165 |
| 2022-08-01 | 826.494387557667 |
| 2022-09-01 | 827.625838939251 |
| 2022-10-01 | 827.494014897276 |
| 2022-11-01 | 827.102986745185 |
| 2022-12-01 | 827.392066521343 |
| 2023-01-01 | 825.638510034772 |
| 2023-02-01 | 827.345615518439 |
| 2023-03-01 | 827.280283400571 |
| 2023-04-01 | 829.471473980984 |
| 2023-05-01 | 830.228064818991 |
| 2023-06-01 | 832.982116189978 |
| 2023-07-01 | 830.959518527401 |
| 2023-08-01 | 833.997627372139 |
| 2023-09-01 | 836.687025823852 |
| 2023-10-01 | 834.706384211351 |
| 2023-11-01 | 834.693871584566 |
| 2023-12-01 | 835.858701105697 |
| 2024-01-01 | 838.963306342074 |
| 2024-02-01 | 835.376305196262 |
| 2024-03-01 | 835.036186544579 |
| 2024-04-01 | 836.828879083969 |
| 2024-05-01 | 837.626957616713 |
| 2024-06-01 | 836.418047813904 |
| 2024-07-01 | 838.218039648503 |
| 2024-08-01 | 836.696511526175 |
| 2024-09-01 | 835.837808332250 |
| 2024-10-01 | 839.294374048346 |
| 2024-11-01 | 839.611360118624 |
| 2024-12-01 | 837.443237789499 |
| 2025-01-01 | 839.064352776714 |
| 2025-02-01 | 839.178496714023 |
| 2025-03-01 | 839.202870293932 |
| 2025-04-01 | 839.627984780141 |
| 2025-05-01 | 839.676239483756 |
| 2025-06-01 | 838.456673308706 |
| 2025-07-01 | 840.882638616898 |
| 2025-08-01 | 841.327733902679 |
| 2025-09-01 | 841.393059745045 |
| 2025-10-01 | 842.418414089306 |
| 2025-11-01 | 843.685859013200 |
| 2025-12-01 | 846.266478881049 |
| 2026-01-01 | 847.259658154138 |
| 2026-02-01 | 847.137368741160 |
| 2026-03-01 | 847.829882198341 |
| 2026-04-01 | 846.301369958426 |
| 2026-05-01 | 846.288629877251 |