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 2026-08-01 |
| Last Updated | 2026-09-18 10:57 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 | 549.6127814618 |
| 1990-02-01 | 549.7613726038 |
| 1990-03-01 | 551.7329601266 |
| 1990-04-01 | 553.5473209660 |
| 1990-05-01 | 553.7097924741 |
| 1990-06-01 | 558.0859759847 |
| 1990-07-01 | 564.2321751155 |
| 1990-08-01 | 564.9266319950 |
| 1990-09-01 | 565.8954335457 |
| 1990-10-01 | 569.5617960310 |
| 1990-11-01 | 570.5683743365 |
| 1990-12-01 | 571.8688527912 |
| 1991-01-01 | 573.4239946750 |
| 1991-02-01 | 573.8687945916 |
| 1991-03-01 | 572.9202753548 |
| 1991-04-01 | 572.2248520486 |
| 1991-05-01 | 570.9468791857 |
| 1991-06-01 | 570.9733344083 |
| 1991-07-01 | 569.5282983382 |
| 1991-08-01 | 569.4833784159 |
| 1991-09-01 | 568.3587054660 |
| 1991-10-01 | 568.4988630773 |
| 1991-11-01 | 569.3300833799 |
| 1991-12-01 | 567.8810893223 |
| 1992-01-01 | 566.7535184838 |
| 1992-02-01 | 566.8168799669 |
| 1992-03-01 | 567.2424126176 |
| 1992-04-01 | 569.6322205126 |
| 1992-05-01 | 568.8099694324 |
| 1992-06-01 | 565.4589231055 |
| 1992-07-01 | 567.9138652245 |
| 1992-08-01 | 567.8075044948 |
| 1992-09-01 | 568.8722729240 |
| 1992-10-01 | 568.8696945828 |
| 1992-11-01 | 568.4166316258 |
| 1992-12-01 | 568.1759506466 |
| 1993-01-01 | 575.2567244400 |
| 1993-02-01 | 574.6413588384 |
| 1993-03-01 | 574.7972510023 |
| 1993-04-01 | 575.1038084851 |
| 1993-05-01 | 575.4586860451 |
| 1993-06-01 | 576.5441585039 |
| 1993-07-01 | 576.8603670597 |
| 1993-08-01 | 576.7779544793 |
| 1993-09-01 | 575.8796579316 |
| 1993-10-01 | 576.6214648507 |
| 1993-11-01 | 576.4421284830 |
| 1993-12-01 | 578.7068644196 |
| 1994-01-01 | 578.2459092180 |
| 1994-02-01 | 579.7902291583 |
| 1994-03-01 | 582.3042117784 |
| 1994-04-01 | 579.4821470505 |
| 1994-05-01 | 578.5079153514 |
| 1994-06-01 | 577.4375545423 |
| 1994-07-01 | 577.6905305893 |
| 1994-08-01 | 577.7664986442 |
| 1994-09-01 | 579.0392581390 |
| 1994-10-01 | 578.8114255039 |
| 1994-11-01 | 580.7317584860 |
| 1994-12-01 | 581.5967029311 |
| 1995-01-01 | 583.9974275148 |
| 1995-02-01 | 586.5966022189 |
| 1995-03-01 | 588.9390597169 |
| 1995-04-01 | 589.5844855987 |
| 1995-05-01 | 589.5010895939 |
| 1995-06-01 | 592.8646128097 |
| 1995-07-01 | 594.2530857364 |
| 1995-08-01 | 597.2922444256 |
| 1995-09-01 | 599.8283311985 |
| 1995-10-01 | 594.1759154989 |
| 1995-11-01 | 596.2217113656 |
| 1995-12-01 | 596.8949136394 |
| 1996-01-01 | 597.2902035323 |
| 1996-02-01 | 596.8560489512 |
| 1996-03-01 | 597.5370419676 |
| 1996-04-01 | 598.2668924590 |
| 1996-05-01 | 600.5956500597 |
| 1996-06-01 | 603.7042163009 |
| 1996-07-01 | 605.6349503614 |
| 1996-08-01 | 606.7172826769 |
| 1996-09-01 | 606.3888187265 |
| 1996-10-01 | 610.1829793369 |
| 1996-11-01 | 614.6519426882 |
| 1996-12-01 | 614.6850477881 |
| 1997-01-01 | 616.1487847623 |
| 1997-02-01 | 617.3737197752 |
| 1997-03-01 | 621.1847495155 |
| 1997-04-01 | 625.7323769599 |
| 1997-05-01 | 628.1439880543 |
| 1997-06-01 | 629.1845779440 |
| 1997-07-01 | 631.1183917424 |
| 1997-08-01 | 631.2486772197 |
| 1997-09-01 | 633.8711405602 |
| 1997-10-01 | 635.2556609721 |
| 1997-11-01 | 636.1310413364 |
| 1997-12-01 | 638.2747865315 |
| 1998-01-01 | 639.6239993027 |
| 1998-02-01 | 642.4284272009 |
| 1998-03-01 | 644.8071943533 |
| 1998-04-01 | 645.2895198327 |
| 1998-05-01 | 646.2508057844 |
| 1998-06-01 | 648.6490571455 |
| 1998-07-01 | 647.2294649971 |
| 1998-08-01 | 651.5994951706 |
| 1998-09-01 | 653.1293344250 |
| 1998-10-01 | 654.5697664356 |
| 1998-11-01 | 656.8463642548 |
| 1998-12-01 | 658.0977949900 |
| 1999-01-01 | 660.6280245509 |
| 1999-02-01 | 662.2756705703 |
| 1999-03-01 | 664.1391874240 |
| 1999-04-01 | 665.3613807235 |
| 1999-05-01 | 667.3058295725 |
| 1999-06-01 | 667.0495445766 |
| 1999-07-01 | 670.9820692228 |
| 1999-08-01 | 673.8354445723 |
| 1999-09-01 | 674.4087661485 |
| 1999-10-01 | 676.3744325327 |
| 1999-11-01 | 676.3759106608 |
| 1999-12-01 | 678.9879773709 |
| 2000-01-01 | 680.0297879448 |
| 2000-02-01 | 681.1859315528 |
| 2000-03-01 | 683.7362342635 |
| 2000-04-01 | 690.0006740655 |
| 2000-05-01 | 689.8407702100 |
| 2000-06-01 | 692.3555904266 |
| 2000-07-01 | 693.4531526169 |
| 2000-08-01 | 694.8630613184 |
| 2000-09-01 | 696.8379241006 |
| 2000-10-01 | 697.4708273908 |
| 2000-11-01 | 699.9252860602 |
| 2000-12-01 | 701.6311059379 |
| 2001-01-01 | 704.4530625545 |
| 2001-02-01 | 703.8787061975 |
| 2001-03-01 | 705.8505486394 |
| 2001-04-01 | 702.1931571365 |
| 2001-05-01 | 700.8233840400 |
| 2001-06-01 | 701.1069709041 |
| 2001-07-01 | 701.0051754770 |
| 2001-08-01 | 699.8072143830 |
| 2001-09-01 | 698.1254062341 |
| 2001-10-01 | 696.6949145962 |
| 2001-11-01 | 694.3049611277 |
| 2001-12-01 | 692.9084821568 |
| 2002-01-01 | 695.1174643711 |
| 2002-02-01 | 695.1520460947 |
| 2002-03-01 | 697.2631410510 |
| 2002-04-01 | 691.8049698005 |
| 2002-05-01 | 692.4949256856 |
| 2002-06-01 | 692.4105477643 |
| 2002-07-01 | 692.9829794273 |
| 2002-08-01 | 693.2969343054 |
| 2002-09-01 | 693.6608469390 |
| 2002-10-01 | 693.8555738356 |
| 2002-11-01 | 694.9440421947 |
| 2002-12-01 | 693.6112840890 |
| 2003-01-01 | 692.7676200571 |
| 2003-02-01 | 692.7214473359 |
| 2003-03-01 | 692.2034593768 |
| 2003-04-01 | 690.8728093701 |
| 2003-05-01 | 690.2074839469 |
| 2003-06-01 | 689.8382972528 |
| 2003-07-01 | 689.2712427082 |
| 2003-08-01 | 689.3190145423 |
| 2003-09-01 | 688.8747505202 |
| 2003-10-01 | 688.8880319510 |
| 2003-11-01 | 689.7248782039 |
| 2003-12-01 | 688.2472205802 |
| 2004-01-01 | 685.7562685344 |
| 2004-02-01 | 686.2240423221 |
| 2004-03-01 | 687.6191414263 |
| 2004-04-01 | 690.8540501466 |
| 2004-05-01 | 691.1747371918 |
| 2004-06-01 | 691.7998213718 |
| 2004-07-01 | 691.1321137897 |
| 2004-08-01 | 690.7905089762 |
| 2004-09-01 | 690.8951531380 |
| 2004-10-01 | 693.4823872010 |
| 2004-11-01 | 694.0904085331 |
| 2004-12-01 | 695.3389608788 |
| 2005-01-01 | 696.2841241694 |
| 2005-02-01 | 696.4376655185 |
| 2005-03-01 | 697.0191515584 |
| 2005-04-01 | 699.1902463693 |
| 2005-05-01 | 698.0336501423 |
| 2005-06-01 | 697.7848919969 |
| 2005-07-01 | 699.0835250179 |
| 2005-08-01 | 700.8230558370 |
| 2005-09-01 | 702.9076069630 |
| 2005-10-01 | 702.5289373398 |
| 2005-11-01 | 703.6427298732 |
| 2005-12-01 | 705.1262303758 |
| 2006-01-01 | 707.2445549371 |
| 2006-02-01 | 708.5608611557 |
| 2006-03-01 | 709.9709386723 |
| 2006-04-01 | 711.1572188208 |
| 2006-05-01 | 712.8956226460 |
| 2006-06-01 | 714.8360115569 |
| 2006-07-01 | 714.4503535206 |
| 2006-08-01 | 714.7678318335 |
| 2006-09-01 | 713.9633818063 |
| 2006-10-01 | 712.1598788202 |
| 2006-11-01 | 712.8345200667 |
| 2006-12-01 | 712.6410519796 |
| 2007-01-01 | 712.9196217707 |
| 2007-02-01 | 714.5865569980 |
| 2007-03-01 | 717.9141894913 |
| 2007-04-01 | 714.0586271137 |
| 2007-05-01 | 715.5221174691 |
| 2007-06-01 | 716.1784306372 |
| 2007-07-01 | 717.6726159407 |
| 2007-08-01 | 717.8526060559 |
| 2007-09-01 | 716.7439666323 |
| 2007-10-01 | 723.4562348983 |
| 2007-11-01 | 726.0270043674 |
| 2007-12-01 | 724.9641683617 |
| 2008-01-01 | 725.5180438113 |
| 2008-02-01 | 726.1658047623 |
| 2008-03-01 | 725.2113867121 |
| 2008-04-01 | 724.5424127854 |
| 2008-05-01 | 723.2777965401 |
| 2008-06-01 | 721.7791914871 |
| 2008-07-01 | 721.5135314766 |
| 2008-08-01 | 720.3678190518 |
| 2008-09-01 | 717.2083404097 |
| 2008-10-01 | 713.1854730508 |
| 2008-11-01 | 709.7373755182 |
| 2008-12-01 | 706.3662436716 |
| 2009-01-01 | 703.6447647447 |
| 2009-02-01 | 697.6239046976 |
| 2009-03-01 | 693.3570137994 |
| 2009-04-01 | 688.6764162099 |
| 2009-05-01 | 686.3826256913 |
| 2009-06-01 | 683.5093797139 |
| 2009-07-01 | 679.9621152207 |
| 2009-08-01 | 679.0692405903 |
| 2009-09-01 | 677.4906782796 |
| 2009-10-01 | 678.6676180811 |
| 2009-11-01 | 678.2673826308 |
| 2009-12-01 | 678.3994160167 |
| 2010-01-01 | 677.2346744932 |
| 2010-02-01 | 676.6596488063 |
| 2010-03-01 | 677.9580937416 |
| 2010-04-01 | 678.4250538504 |
| 2010-05-01 | 678.8867255028 |
| 2010-06-01 | 679.8265754550 |
| 2010-07-01 | 680.3202004542 |
| 2010-08-01 | 679.3715854586 |
| 2010-09-01 | 680.3168312992 |
| 2010-10-01 | 680.3490722017 |
| 2010-11-01 | 681.1796017113 |
| 2010-12-01 | 680.5686560511 |
| 2011-01-01 | 681.6618121731 |
| 2011-02-01 | 682.3320983541 |
| 2011-03-01 | 683.7132758311 |
| 2011-04-01 | 686.4282260963 |
| 2011-05-01 | 685.9281760923 |
| 2011-06-01 | 687.1024003542 |
| 2011-07-01 | 690.0605180733 |
| 2011-08-01 | 691.2676832212 |
| 2011-09-01 | 694.6700182302 |
| 2011-10-01 | 693.9061449640 |
| 2011-11-01 | 694.7193647612 |
| 2011-12-01 | 695.6150516596 |
| 2012-01-01 | 701.9257393579 |
| 2012-02-01 | 702.1624178424 |
| 2012-03-01 | 704.9744434342 |
| 2012-04-01 | 708.7663055126 |
| 2012-05-01 | 710.9736239178 |
| 2012-06-01 | 713.4603727972 |
| 2012-07-01 | 714.0502322432 |
| 2012-08-01 | 716.5107602096 |
| 2012-09-01 | 718.9661080783 |
| 2012-10-01 | 720.9907150443 |
| 2012-11-01 | 723.6177999061 |
| 2012-12-01 | 725.9005862075 |
| 2013-01-01 | 728.3410680082 |
| 2013-02-01 | 730.4877579404 |
| 2013-03-01 | 730.9458481295 |
| 2013-04-01 | 732.1513084257 |
| 2013-05-01 | 733.9881375966 |
| 2013-06-01 | 734.4166234622 |
| 2013-07-01 | 735.6010480459 |
| 2013-08-01 | 738.1265138058 |
| 2013-09-01 | 740.0588321220 |
| 2013-10-01 | 742.3921255109 |
| 2013-11-01 | 744.0729385579 |
| 2013-12-01 | 745.2815053092 |
| 2014-01-01 | 745.6075770539 |
| 2014-02-01 | 747.6110907485 |
| 2014-03-01 | 749.4099441588 |
| 2014-04-01 | 750.4459782312 |
| 2014-05-01 | 752.5597027131 |
| 2014-06-01 | 753.8948321637 |
| 2014-07-01 | 751.5622573228 |
| 2014-08-01 | 755.3352903495 |
| 2014-09-01 | 756.2081194408 |
| 2014-10-01 | 756.2523866998 |
| 2014-11-01 | 760.1197102167 |
| 2014-12-01 | 761.0811707216 |
| 2015-01-01 | 764.7189420486 |
| 2015-02-01 | 766.4560140542 |
| 2015-03-01 | 768.7358008186 |
| 2015-04-01 | 771.6844165597 |
| 2015-05-01 | 773.0192466302 |
| 2015-06-01 | 774.1722786819 |
| 2015-07-01 | 778.4723062633 |
| 2015-08-01 | 780.2152625794 |
| 2015-09-01 | 781.9884305499 |
| 2015-10-01 | 784.5399474700 |
| 2015-11-01 | 785.8184840008 |
| 2015-12-01 | 789.0195482022 |
| 2016-01-01 | 790.6789243051 |
| 2016-02-01 | 792.6982914645 |
| 2016-03-01 | 791.3190151246 |
| 2016-04-01 | 799.0877470110 |
| 2016-05-01 | 798.1885064140 |
| 2016-06-01 | 798.0253537988 |
| 2016-07-01 | 804.0298248748 |
| 2016-08-01 | 804.8837870059 |
| 2016-09-01 | 807.3175052709 |
| 2016-10-01 | 809.1564071457 |
| 2016-11-01 | 810.7452424545 |
| 2016-12-01 | 811.1884656459 |
| 2017-01-01 | 812.7620822548 |
| 2017-02-01 | 813.9880735263 |
| 2017-03-01 | 816.3950124579 |
| 2017-04-01 | 816.6090774723 |
| 2017-05-01 | 817.7981856974 |
| 2017-06-01 | 820.1452966729 |
| 2017-07-01 | 819.4432893055 |
| 2017-08-01 | 819.8440494767 |
| 2017-09-01 | 821.2316966799 |
| 2017-10-01 | 822.3061572487 |
| 2017-11-01 | 822.0601633991 |
| 2017-12-01 | 823.6145526009 |
| 2018-01-01 | 824.5168558892 |
| 2018-02-01 | 826.0460459908 |
| 2018-03-01 | 827.3759706312 |
| 2018-04-01 | 828.1709409200 |
| 2018-05-01 | 828.9755155699 |
| 2018-06-01 | 830.1654295355 |
| 2018-07-01 | 830.4287235970 |
| 2018-08-01 | 832.3681810859 |
| 2018-09-01 | 832.3999206278 |
| 2018-10-01 | 832.3286778195 |
| 2018-11-01 | 832.9013279710 |
| 2018-12-01 | 833.7116144352 |
| 2019-01-01 | 834.6091998946 |
| 2019-02-01 | 835.5505911528 |
| 2019-03-01 | 835.8040113297 |
| 2019-04-01 | 834.8435344220 |
| 2019-05-01 | 835.5783727797 |
| 2019-06-01 | 836.9056296107 |
| 2019-07-01 | 837.5452772186 |
| 2019-08-01 | 838.8118988299 |
| 2019-09-01 | 838.2317730972 |
| 2019-10-01 | 838.4822020166 |
| 2019-11-01 | 843.1038050768 |
| 2019-12-01 | 844.4525194286 |
| 2020-01-01 | 845.8134603183 |
| 2020-02-01 | 848.2671620447 |
| 2020-03-01 | 835.8249534796 |
| 2020-04-01 | 690.8545521516 |
| 2020-05-01 | 704.2492050691 |
| 2020-06-01 | 725.8576310157 |
| 2020-07-01 | 730.6720694835 |
| 2020-08-01 | 733.6406509667 |
| 2020-09-01 | 741.4729562238 |
| 2020-10-01 | 757.4127932480 |
| 2020-11-01 | 760.9256299840 |
| 2020-12-01 | 755.5447326021 |
| 2021-01-01 | 751.0418820112 |
| 2021-02-01 | 762.7460294237 |
| 2021-03-01 | 767.3198991433 |
| 2021-04-01 | 778.7560172306 |
| 2021-05-01 | 783.0335109284 |
| 2021-06-01 | 785.9637576837 |
| 2021-07-01 | 793.7416481512 |
| 2021-08-01 | 794.6332519095 |
| 2021-09-01 | 794.8596673320 |
| 2021-10-01 | 809.2069158022 |
| 2021-11-01 | 813.3372024521 |
| 2021-12-01 | 815.3846889008 |
| 2022-01-01 | 816.0055012994 |
| 2022-02-01 | 823.5169454625 |
| 2022-03-01 | 825.1065331302 |
| 2022-04-01 | 822.7284607822 |
| 2022-05-01 | 822.7258973520 |
| 2022-06-01 | 824.2403438290 |
| 2022-07-01 | 824.3292328692 |
| 2022-08-01 | 826.4952484093 |
| 2022-09-01 | 827.3256525201 |
| 2022-10-01 | 827.5109163035 |
| 2022-11-01 | 827.1241290869 |
| 2022-12-01 | 827.4090264702 |
| 2023-01-01 | 825.6227204526 |
| 2023-02-01 | 827.3732350601 |
| 2023-03-01 | 827.3312861600 |
| 2023-04-01 | 829.4860941319 |
| 2023-05-01 | 830.2082651616 |
| 2023-06-01 | 832.9644647465 |
| 2023-07-01 | 831.1841985058 |
| 2023-08-01 | 834.0287684489 |
| 2023-09-01 | 836.2980430930 |
| 2023-10-01 | 834.7561646352 |
| 2023-11-01 | 834.7435401508 |
| 2023-12-01 | 835.9063145546 |
| 2024-01-01 | 838.9629490319 |
| 2024-02-01 | 835.3943682662 |
| 2024-03-01 | 835.0257992193 |
| 2024-04-01 | 836.7839981871 |
| 2024-05-01 | 837.5507539516 |
| 2024-06-01 | 836.3768246871 |
| 2024-07-01 | 838.5753180952 |
| 2024-08-01 | 836.7460569567 |
| 2024-09-01 | 835.4538062510 |
| 2024-10-01 | 839.3934859804 |
| 2024-11-01 | 839.6749825553 |
| 2024-12-01 | 837.4818894292 |
| 2025-01-01 | 839.0609176884 |
| 2025-02-01 | 839.1615670231 |
| 2025-03-01 | 839.1426943192 |
| 2025-04-01 | 839.5206309733 |
| 2025-05-01 | 839.5185528822 |
| 2025-06-01 | 838.3484506945 |
| 2025-07-01 | 841.4927172976 |
| 2025-08-01 | 841.3522825837 |
| 2025-09-01 | 841.1011114909 |
| 2025-10-01 | 842.5406915376 |
| 2025-11-01 | 843.7371061006 |
| 2025-12-01 | 846.2703922028 |
| 2026-01-01 | 847.2390039234 |
| 2026-02-01 | 847.0731088394 |
| 2026-03-01 | 847.7275033284 |
| 2026-04-01 | 846.1456712695 |
| 2026-05-01 | 846.0353711136 |
| 2026-06-01 | 846.4161514373 |
| 2026-07-01 | 844.6798635144 |
| 2026-08-01 | 846.1621620051 |