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 2026-09-01 |
| Last Updated | 2026-10-20 10:04 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 | 549.6129318146 |
| 1990-02-01 | 549.7615732630 |
| 1990-03-01 | 551.7331570304 |
| 1990-04-01 | 553.5474626459 |
| 1990-05-01 | 553.7098801044 |
| 1990-06-01 | 558.0860177924 |
| 1990-07-01 | 564.2321938565 |
| 1990-08-01 | 564.9265751216 |
| 1990-09-01 | 565.8952089420 |
| 1990-10-01 | 569.5616518017 |
| 1990-11-01 | 570.5681520950 |
| 1990-12-01 | 571.8685726632 |
| 1991-01-01 | 573.4242308875 |
| 1991-02-01 | 573.8690324494 |
| 1991-03-01 | 572.9204827034 |
| 1991-04-01 | 572.2249928158 |
| 1991-05-01 | 570.9469726690 |
| 1991-06-01 | 570.9733740487 |
| 1991-07-01 | 569.5283066718 |
| 1991-08-01 | 569.4833094079 |
| 1991-09-01 | 568.3585098872 |
| 1991-10-01 | 568.4986999499 |
| 1991-11-01 | 569.3298463773 |
| 1991-12-01 | 567.8806792704 |
| 1992-01-01 | 566.7538560628 |
| 1992-02-01 | 566.8171630354 |
| 1992-03-01 | 567.2426257792 |
| 1992-04-01 | 569.6323649492 |
| 1992-05-01 | 568.8100699321 |
| 1992-06-01 | 565.4589519259 |
| 1992-07-01 | 567.9138518175 |
| 1992-08-01 | 567.8074184135 |
| 1992-09-01 | 568.8721132740 |
| 1992-10-01 | 568.8695289542 |
| 1992-11-01 | 568.4163897705 |
| 1992-12-01 | 568.1754219068 |
| 1993-01-01 | 575.2571799440 |
| 1993-02-01 | 574.6416819635 |
| 1993-03-01 | 574.7974561863 |
| 1993-04-01 | 575.1039528969 |
| 1993-05-01 | 575.4587760033 |
| 1993-06-01 | 576.5441632800 |
| 1993-07-01 | 576.8603158147 |
| 1993-08-01 | 576.7778455998 |
| 1993-09-01 | 575.8795042777 |
| 1993-10-01 | 576.6213395793 |
| 1993-11-01 | 576.4419722690 |
| 1993-12-01 | 578.7064159619 |
| 1994-01-01 | 578.2462703309 |
| 1994-02-01 | 579.7905085097 |
| 1994-03-01 | 582.3043882530 |
| 1994-04-01 | 579.4822807289 |
| 1994-05-01 | 578.5079796201 |
| 1994-06-01 | 577.4375433396 |
| 1994-07-01 | 577.6904680068 |
| 1994-08-01 | 577.7663995896 |
| 1994-09-01 | 579.0390501270 |
| 1994-10-01 | 578.8113893378 |
| 1994-11-01 | 580.7316873141 |
| 1994-12-01 | 581.5964624208 |
| 1995-01-01 | 583.9976429404 |
| 1995-02-01 | 586.5968079035 |
| 1995-03-01 | 588.9391829375 |
| 1995-04-01 | 589.5845810993 |
| 1995-05-01 | 589.5011170215 |
| 1995-06-01 | 592.8645921650 |
| 1995-07-01 | 594.2530274807 |
| 1995-08-01 | 597.2921647653 |
| 1995-09-01 | 599.8280637240 |
| 1995-10-01 | 594.1759658033 |
| 1995-11-01 | 596.2217293000 |
| 1995-12-01 | 596.8948762359 |
| 1996-01-01 | 597.2902677576 |
| 1996-02-01 | 596.8561789474 |
| 1996-03-01 | 597.5371068962 |
| 1996-04-01 | 598.2669408837 |
| 1996-05-01 | 600.5956554986 |
| 1996-06-01 | 603.7041966124 |
| 1996-07-01 | 605.6349113934 |
| 1996-08-01 | 606.7172526585 |
| 1996-09-01 | 606.3885477594 |
| 1996-10-01 | 610.1830573258 |
| 1996-11-01 | 614.6519763643 |
| 1996-12-01 | 614.6850842455 |
| 1997-01-01 | 616.1488142769 |
| 1997-02-01 | 617.3738257730 |
| 1997-03-01 | 621.1847730089 |
| 1997-04-01 | 625.7323878181 |
| 1997-05-01 | 628.1439848686 |
| 1997-06-01 | 629.1845531247 |
| 1997-07-01 | 631.1183545667 |
| 1997-08-01 | 631.2486627355 |
| 1997-09-01 | 633.8709640131 |
| 1997-10-01 | 635.2557138502 |
| 1997-11-01 | 636.1310713099 |
| 1997-12-01 | 638.2748240318 |
| 1998-01-01 | 639.6240246533 |
| 1998-02-01 | 642.4284982458 |
| 1998-03-01 | 644.8072018293 |
| 1998-04-01 | 645.2895191286 |
| 1998-05-01 | 646.2508061375 |
| 1998-06-01 | 648.6490285899 |
| 1998-07-01 | 647.2294285279 |
| 1998-08-01 | 651.5994964905 |
| 1998-09-01 | 653.1292574415 |
| 1998-10-01 | 654.5697807737 |
| 1998-11-01 | 656.8463751399 |
| 1998-12-01 | 658.0978205377 |
| 1999-01-01 | 660.6280448095 |
| 1999-02-01 | 662.2757114015 |
| 1999-03-01 | 664.1391940395 |
| 1999-04-01 | 665.3613803125 |
| 1999-05-01 | 667.3058306684 |
| 1999-06-01 | 667.0495155207 |
| 1999-07-01 | 670.9820423665 |
| 1999-08-01 | 673.8354402340 |
| 1999-09-01 | 674.4087607652 |
| 1999-10-01 | 676.3744314299 |
| 1999-11-01 | 676.3759108896 |
| 1999-12-01 | 678.9879908724 |
| 2000-01-01 | 680.0298021440 |
| 2000-02-01 | 681.1859408773 |
| 2000-03-01 | 683.7362408767 |
| 2000-04-01 | 690.0006755597 |
| 2000-05-01 | 689.8407701045 |
| 2000-06-01 | 692.3555712473 |
| 2000-07-01 | 693.4531400314 |
| 2000-08-01 | 694.8630623035 |
| 2000-09-01 | 696.8379248973 |
| 2000-10-01 | 697.4708295113 |
| 2000-11-01 | 699.9252850687 |
| 2000-12-01 | 701.6311111184 |
| 2001-01-01 | 704.4530693408 |
| 2001-02-01 | 703.8787083501 |
| 2001-03-01 | 705.8505513348 |
| 2001-04-01 | 702.1931569684 |
| 2001-05-01 | 700.8233824001 |
| 2001-06-01 | 701.1069618545 |
| 2001-07-01 | 701.0051733650 |
| 2001-08-01 | 699.8072142108 |
| 2001-09-01 | 698.1254073219 |
| 2001-10-01 | 696.6949166801 |
| 2001-11-01 | 694.3049605015 |
| 2001-12-01 | 692.9084844174 |
| 2002-01-01 | 695.1174667459 |
| 2002-02-01 | 695.1520460484 |
| 2002-03-01 | 697.2631418577 |
| 2002-04-01 | 691.8049689049 |
| 2002-05-01 | 692.4949245342 |
| 2002-06-01 | 692.4105463730 |
| 2002-07-01 | 692.9829784073 |
| 2002-08-01 | 693.2969340218 |
| 2002-09-01 | 693.6608472785 |
| 2002-10-01 | 693.8555743164 |
| 2002-11-01 | 694.9440421892 |
| 2002-12-01 | 693.6112849938 |
| 2003-01-01 | 692.7676210962 |
| 2003-02-01 | 692.7214472274 |
| 2003-03-01 | 692.2034597112 |
| 2003-04-01 | 690.8728086795 |
| 2003-05-01 | 690.2074835062 |
| 2003-06-01 | 689.8382968854 |
| 2003-07-01 | 689.2712425045 |
| 2003-08-01 | 689.3190145279 |
| 2003-09-01 | 688.8747505933 |
| 2003-10-01 | 688.8880320467 |
| 2003-11-01 | 689.7248780594 |
| 2003-12-01 | 688.2472211416 |
| 2004-01-01 | 685.7562686609 |
| 2004-02-01 | 686.2240424526 |
| 2004-03-01 | 687.6191416080 |
| 2004-04-01 | 690.8540496048 |
| 2004-05-01 | 691.1747371091 |
| 2004-06-01 | 691.7998213071 |
| 2004-07-01 | 691.1321137583 |
| 2004-08-01 | 690.7905089715 |
| 2004-09-01 | 690.8951531623 |
| 2004-10-01 | 693.4823872522 |
| 2004-11-01 | 694.0904085157 |
| 2004-12-01 | 695.3389609883 |
| 2005-01-01 | 696.2841242829 |
| 2005-02-01 | 696.4376656203 |
| 2005-03-01 | 697.0191516051 |
| 2005-04-01 | 699.1902459926 |
| 2005-05-01 | 698.0336501464 |
| 2005-06-01 | 697.7848919988 |
| 2005-07-01 | 699.0835250283 |
| 2005-08-01 | 700.8230558642 |
| 2005-09-01 | 702.9076069991 |
| 2005-10-01 | 702.5289373652 |
| 2005-11-01 | 703.6427298405 |
| 2005-12-01 | 705.1262304257 |
| 2006-01-01 | 707.2445549863 |
| 2006-02-01 | 708.5608611995 |
| 2006-03-01 | 709.9709386957 |
| 2006-04-01 | 711.1572186057 |
| 2006-05-01 | 712.8956226567 |
| 2006-06-01 | 714.8360115613 |
| 2006-07-01 | 714.4503535311 |
| 2006-08-01 | 714.7678318433 |
| 2006-09-01 | 713.9633818134 |
| 2006-10-01 | 712.1598788060 |
| 2006-11-01 | 712.8345200809 |
| 2006-12-01 | 712.6410520068 |
| 2007-01-01 | 712.9196219173 |
| 2007-02-01 | 714.5865570120 |
| 2007-03-01 | 717.9141894876 |
| 2007-04-01 | 714.0586269889 |
| 2007-05-01 | 715.5221174399 |
| 2007-06-01 | 716.1784305888 |
| 2007-07-01 | 717.6726158755 |
| 2007-08-01 | 717.8526059739 |
| 2007-09-01 | 716.7439665744 |
| 2007-10-01 | 723.4562349156 |
| 2007-11-01 | 726.0270044943 |
| 2007-12-01 | 724.9641685528 |
| 2008-01-01 | 725.5180442119 |
| 2008-02-01 | 726.1658047557 |
| 2008-03-01 | 725.2113866540 |
| 2008-04-01 | 724.5424125702 |
| 2008-05-01 | 723.2777964012 |
| 2008-06-01 | 721.7791913153 |
| 2008-07-01 | 721.5135312235 |
| 2008-08-01 | 720.3678187230 |
| 2008-09-01 | 717.2083401561 |
| 2008-10-01 | 713.1854731589 |
| 2008-11-01 | 709.7373760071 |
| 2008-12-01 | 706.3662443246 |
| 2009-01-01 | 703.6447657211 |
| 2009-02-01 | 697.6239049828 |
| 2009-03-01 | 693.3570139310 |
| 2009-04-01 | 688.6764147183 |
| 2009-05-01 | 686.3826254410 |
| 2009-06-01 | 683.5093793287 |
| 2009-07-01 | 679.9621147884 |
| 2009-08-01 | 679.0692401398 |
| 2009-09-01 | 677.4906774176 |
| 2009-10-01 | 678.6676178071 |
| 2009-11-01 | 678.2673846109 |
| 2009-12-01 | 678.3994170288 |
| 2010-01-01 | 677.2346763150 |
| 2010-02-01 | 676.6596489675 |
| 2010-03-01 | 677.9580940848 |
| 2010-04-01 | 678.4250514806 |
| 2010-05-01 | 678.8867256047 |
| 2010-06-01 | 679.8265757974 |
| 2010-07-01 | 680.3202005203 |
| 2010-08-01 | 679.3715842452 |
| 2010-09-01 | 680.3168275363 |
| 2010-10-01 | 680.3490685034 |
| 2010-11-01 | 681.1796034076 |
| 2010-12-01 | 680.5686578911 |
| 2011-01-01 | 681.6618170177 |
| 2011-02-01 | 682.3321023821 |
| 2011-03-01 | 683.7132808525 |
| 2011-04-01 | 686.4282264809 |
| 2011-05-01 | 685.9281695543 |
| 2011-06-01 | 687.1024024077 |
| 2011-07-01 | 690.0605188865 |
| 2011-08-01 | 691.2676798171 |
| 2011-09-01 | 694.6700076072 |
| 2011-10-01 | 693.9061317266 |
| 2011-11-01 | 694.7193597053 |
| 2011-12-01 | 695.6150515840 |
| 2012-01-01 | 701.9257523909 |
| 2012-02-01 | 702.1624394658 |
| 2012-03-01 | 704.9744682621 |
| 2012-04-01 | 708.7663229348 |
| 2012-05-01 | 710.9736130770 |
| 2012-06-01 | 713.4603665397 |
| 2012-07-01 | 714.0502008975 |
| 2012-08-01 | 716.5107518479 |
| 2012-09-01 | 718.9660989622 |
| 2012-10-01 | 720.9906154001 |
| 2012-11-01 | 723.6178003174 |
| 2012-12-01 | 725.9006101389 |
| 2013-01-01 | 728.3411291136 |
| 2013-02-01 | 730.4878588220 |
| 2013-03-01 | 730.9459577176 |
| 2013-04-01 | 732.1513733311 |
| 2013-05-01 | 733.9881042173 |
| 2013-06-01 | 734.4164101653 |
| 2013-07-01 | 735.6009372706 |
| 2013-08-01 | 738.1264843607 |
| 2013-09-01 | 740.0588417974 |
| 2013-10-01 | 742.3919624121 |
| 2013-11-01 | 744.0729751419 |
| 2013-12-01 | 745.2815979328 |
| 2014-01-01 | 745.6077403417 |
| 2014-02-01 | 747.6113363629 |
| 2014-03-01 | 749.4102083199 |
| 2014-04-01 | 750.4461864184 |
| 2014-05-01 | 752.5595666392 |
| 2014-06-01 | 753.8942025380 |
| 2014-07-01 | 751.5617927422 |
| 2014-08-01 | 755.3352864559 |
| 2014-09-01 | 756.2082451062 |
| 2014-10-01 | 756.2522450888 |
| 2014-11-01 | 760.1197928363 |
| 2014-12-01 | 761.0813694101 |
| 2015-01-01 | 764.7192623130 |
| 2015-02-01 | 766.4563579582 |
| 2015-03-01 | 768.7360935485 |
| 2015-04-01 | 771.6851720647 |
| 2015-05-01 | 773.0197523484 |
| 2015-06-01 | 774.1695415314 |
| 2015-07-01 | 778.4723153185 |
| 2015-08-01 | 780.2155381021 |
| 2015-09-01 | 781.9883721901 |
| 2015-10-01 | 784.5395215386 |
| 2015-11-01 | 785.8183407724 |
| 2015-12-01 | 789.0197695944 |
| 2016-01-01 | 790.6794606432 |
| 2016-02-01 | 792.6988891130 |
| 2016-03-01 | 791.3194701759 |
| 2016-04-01 | 799.0893347451 |
| 2016-05-01 | 798.1900863023 |
| 2016-06-01 | 798.0213301519 |
| 2016-07-01 | 804.0307759928 |
| 2016-08-01 | 804.8840872574 |
| 2016-09-01 | 807.3161328174 |
| 2016-10-01 | 809.1539754928 |
| 2016-11-01 | 810.7434260539 |
| 2016-12-01 | 811.1884757547 |
| 2017-01-01 | 812.7639423576 |
| 2017-02-01 | 813.9905827803 |
| 2017-03-01 | 816.3969699394 |
| 2017-04-01 | 816.6124949893 |
| 2017-05-01 | 817.8016363794 |
| 2017-06-01 | 820.1394151414 |
| 2017-07-01 | 819.4448803363 |
| 2017-08-01 | 819.8448772002 |
| 2017-09-01 | 821.2313835157 |
| 2017-10-01 | 822.2872344270 |
| 2017-11-01 | 822.0596347638 |
| 2017-12-01 | 823.6166185362 |
| 2018-01-01 | 824.5223288879 |
| 2018-02-01 | 826.0536088906 |
| 2018-03-01 | 827.3831988905 |
| 2018-04-01 | 828.1773551962 |
| 2018-05-01 | 828.9784349217 |
| 2018-06-01 | 830.1588467640 |
| 2018-07-01 | 830.4269412636 |
| 2018-08-01 | 832.3680848989 |
| 2018-09-01 | 832.3980404798 |
| 2018-10-01 | 832.2923721580 |
| 2018-11-01 | 832.9020222799 |
| 2018-12-01 | 833.7127940117 |
| 2019-01-01 | 834.6139469485 |
| 2019-02-01 | 835.5857057642 |
| 2019-03-01 | 835.8172077849 |
| 2019-04-01 | 834.8465696019 |
| 2019-05-01 | 835.5832655914 |
| 2019-06-01 | 836.9034147180 |
| 2019-07-01 | 837.5120595372 |
| 2019-08-01 | 838.8177947721 |
| 2019-09-01 | 838.2296114751 |
| 2019-10-01 | 838.4330279900 |
| 2019-11-01 | 843.1090549364 |
| 2019-12-01 | 844.4558947688 |
| 2020-01-01 | 845.8185773042 |
| 2020-02-01 | 848.3305370379 |
| 2020-03-01 | 835.8442610482 |
| 2020-04-01 | 690.8529416111 |
| 2020-05-01 | 704.2513422061 |
| 2020-06-01 | 725.8562519732 |
| 2020-07-01 | 730.6128682121 |
| 2020-08-01 | 733.6481947504 |
| 2020-09-01 | 741.4671798361 |
| 2020-10-01 | 757.3859810485 |
| 2020-11-01 | 760.9311512624 |
| 2020-12-01 | 755.5463397394 |
| 2021-01-01 | 751.0442209311 |
| 2021-02-01 | 762.8250202001 |
| 2021-03-01 | 767.3368885858 |
| 2021-04-01 | 778.7451985615 |
| 2021-05-01 | 783.0362853765 |
| 2021-06-01 | 785.9690617654 |
| 2021-07-01 | 793.6213202056 |
| 2021-08-01 | 794.6519466157 |
| 2021-09-01 | 794.8693760441 |
| 2021-10-01 | 809.2015135536 |
| 2021-11-01 | 813.3454649189 |
| 2021-12-01 | 815.3914321914 |
| 2022-01-01 | 816.0214731582 |
| 2022-02-01 | 823.5810250571 |
| 2022-03-01 | 825.1214679001 |
| 2022-04-01 | 822.7157837621 |
| 2022-05-01 | 822.7184486834 |
| 2022-06-01 | 824.2327081264 |
| 2022-07-01 | 824.1868123241 |
| 2022-08-01 | 826.4963081301 |
| 2022-09-01 | 827.4003792871 |
| 2022-10-01 | 827.5206345691 |
| 2022-11-01 | 827.1296632723 |
| 2022-12-01 | 827.4189114353 |
| 2023-01-01 | 825.6522616877 |
| 2023-02-01 | 827.4132033500 |
| 2023-03-01 | 827.3386342958 |
| 2023-04-01 | 829.4701813466 |
| 2023-05-01 | 830.1894663126 |
| 2023-06-01 | 832.9310971994 |
| 2023-07-01 | 831.0243594361 |
| 2023-08-01 | 834.0159634539 |
| 2023-09-01 | 836.4466979644 |
| 2023-10-01 | 834.7725680492 |
| 2023-11-01 | 834.7562531018 |
| 2023-12-01 | 835.9285353913 |
| 2024-01-01 | 839.0109079651 |
| 2024-02-01 | 835.4113296539 |
| 2024-03-01 | 835.0272127648 |
| 2024-04-01 | 836.7620449421 |
| 2024-05-01 | 837.5076579839 |
| 2024-06-01 | 836.2871479673 |
| 2024-07-01 | 838.4299786735 |
| 2024-08-01 | 836.6923015285 |
| 2024-09-01 | 835.6811148318 |
| 2024-10-01 | 839.4272042340 |
| 2024-11-01 | 839.7049864989 |
| 2024-12-01 | 837.5309151108 |
| 2025-01-01 | 839.1159080922 |
| 2025-02-01 | 839.1725940195 |
| 2025-03-01 | 839.1256923417 |
| 2025-04-01 | 839.4756796068 |
| 2025-05-01 | 839.4443935348 |
| 2025-06-01 | 838.2075377838 |
| 2025-07-01 | 841.3469999349 |
| 2025-08-01 | 841.3045765305 |
| 2025-09-01 | 841.3611612834 |
| 2025-10-01 | 842.6086778475 |
| 2025-11-01 | 843.7958277490 |
| 2025-12-01 | 846.3501639839 |
| 2026-01-01 | 847.2977868475 |
| 2026-02-01 | 847.0757836585 |
| 2026-03-01 | 847.6898350065 |
| 2026-04-01 | 846.0760010234 |
| 2026-05-01 | 845.9323109435 |
| 2026-06-01 | 846.2451766662 |
| 2026-07-01 | 844.5313309413 |
| 2026-08-01 | 845.6210686362 |
| 2026-09-01 | 845.5302625259 |