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 2025-09-01 |
| Last Updated | 2025-12-12 3:50 AM CST |
| 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 | 549.615572035227 |
| 1990-02-01 | 549.764833644660 |
| 1990-03-01 | 551.736239452053 |
| 1990-04-01 | 553.547922367321 |
| 1990-05-01 | 553.711575062426 |
| 1990-06-01 | 558.086865031554 |
| 1990-07-01 | 564.234436146930 |
| 1990-08-01 | 564.925065345360 |
| 1990-09-01 | 565.895192491392 |
| 1990-10-01 | 569.559546910751 |
| 1990-11-01 | 570.560879499546 |
| 1990-12-01 | 571.863839124758 |
| 1991-01-01 | 573.428213125948 |
| 1991-02-01 | 573.872829633319 |
| 1991-03-01 | 572.923733474999 |
| 1991-04-01 | 572.224855346449 |
| 1991-05-01 | 570.948933320448 |
| 1991-06-01 | 570.974840980024 |
| 1991-07-01 | 569.530482811307 |
| 1991-08-01 | 569.482644307844 |
| 1991-09-01 | 568.358193577629 |
| 1991-10-01 | 568.496241249901 |
| 1991-11-01 | 569.322324045283 |
| 1991-12-01 | 567.873431461479 |
| 1992-01-01 | 566.758894218788 |
| 1992-02-01 | 566.821225912147 |
| 1992-03-01 | 567.245768126577 |
| 1992-04-01 | 569.631591432167 |
| 1992-05-01 | 568.812346680896 |
| 1992-06-01 | 565.461456999602 |
| 1992-07-01 | 567.916908741226 |
| 1992-08-01 | 567.808742326104 |
| 1992-09-01 | 568.872236404762 |
| 1992-10-01 | 568.866585786058 |
| 1992-11-01 | 568.408458632869 |
| 1992-12-01 | 568.164464525808 |
| 1993-01-01 | 575.262431639970 |
| 1993-02-01 | 574.645055451590 |
| 1993-03-01 | 574.799147784039 |
| 1993-04-01 | 575.103271792460 |
| 1993-05-01 | 575.460754973590 |
| 1993-06-01 | 576.547612791609 |
| 1993-07-01 | 576.865270327114 |
| 1993-08-01 | 576.784221880027 |
| 1993-09-01 | 575.886618221341 |
| 1993-10-01 | 576.612746899653 |
| 1993-11-01 | 576.432101114173 |
| 1993-12-01 | 578.693913585328 |
| 1994-01-01 | 578.247490932331 |
| 1994-02-01 | 579.791510449146 |
| 1994-03-01 | 582.304630072242 |
| 1994-04-01 | 579.481957421384 |
| 1994-05-01 | 578.509940922929 |
| 1994-06-01 | 577.442006196511 |
| 1994-07-01 | 577.697205506990 |
| 1994-08-01 | 577.776002796807 |
| 1994-09-01 | 579.059652193664 |
| 1994-10-01 | 578.795671252423 |
| 1994-11-01 | 580.718764796170 |
| 1994-12-01 | 581.583663434877 |
| 1995-01-01 | 583.994095866125 |
| 1995-02-01 | 586.594953042353 |
| 1995-03-01 | 588.937817820855 |
| 1995-04-01 | 589.584875317278 |
| 1995-05-01 | 589.503171561515 |
| 1995-06-01 | 592.869665464214 |
| 1995-07-01 | 594.260519403729 |
| 1995-08-01 | 597.303978618356 |
| 1995-09-01 | 599.862581677916 |
| 1995-10-01 | 594.153073681927 |
| 1995-11-01 | 596.206188349775 |
| 1995-12-01 | 596.883250172515 |
| 1996-01-01 | 597.282924067904 |
| 1996-02-01 | 596.852504180643 |
| 1996-03-01 | 597.535683726267 |
| 1996-04-01 | 598.267681639659 |
| 1996-05-01 | 600.597881837480 |
| 1996-06-01 | 603.710386079134 |
| 1996-07-01 | 605.642135953446 |
| 1996-08-01 | 606.724600582444 |
| 1996-09-01 | 606.423359543183 |
| 1996-10-01 | 610.164019093187 |
| 1996-11-01 | 614.637909685635 |
| 1996-12-01 | 614.674489174769 |
| 1997-01-01 | 616.140994620140 |
| 1997-02-01 | 617.370018819204 |
| 1997-03-01 | 621.183280693577 |
| 1997-04-01 | 625.733174264814 |
| 1997-05-01 | 628.145453833668 |
| 1997-06-01 | 629.191676615545 |
| 1997-07-01 | 631.124977024524 |
| 1997-08-01 | 631.253385302729 |
| 1997-09-01 | 633.893495577323 |
| 1997-10-01 | 635.244797065040 |
| 1997-11-01 | 636.121223559878 |
| 1997-12-01 | 638.266971246352 |
| 1998-01-01 | 639.617703841302 |
| 1998-02-01 | 642.425663968340 |
| 1998-03-01 | 644.806274028251 |
| 1998-04-01 | 645.290031980230 |
| 1998-05-01 | 646.251041210783 |
| 1998-06-01 | 648.656652538679 |
| 1998-07-01 | 647.234751955648 |
| 1998-08-01 | 651.600656564720 |
| 1998-09-01 | 653.137468764763 |
| 1998-10-01 | 654.567211361735 |
| 1998-11-01 | 656.840933845083 |
| 1998-12-01 | 658.093264983309 |
| 1999-01-01 | 660.624116380290 |
| 1999-02-01 | 662.274096894596 |
| 1999-03-01 | 664.138456011463 |
| 1999-04-01 | 665.361537729300 |
| 1999-05-01 | 667.305574126593 |
| 1999-06-01 | 667.055895006453 |
| 1999-07-01 | 670.985164601674 |
| 1999-08-01 | 673.836863887233 |
| 1999-09-01 | 674.409137932422 |
| 1999-10-01 | 676.374131585515 |
| 1999-11-01 | 676.372287846975 |
| 1999-12-01 | 678.986213542767 |
| 2000-01-01 | 680.028027523088 |
| 2000-02-01 | 681.185256730383 |
| 2000-03-01 | 683.735923357195 |
| 2000-04-01 | 690.001259148770 |
| 2000-05-01 | 689.840702985750 |
| 2000-06-01 | 692.359473725096 |
| 2000-07-01 | 693.454600594807 |
| 2000-08-01 | 694.863574759816 |
| 2000-09-01 | 696.837602171471 |
| 2000-10-01 | 697.470319384429 |
| 2000-11-01 | 699.922630514747 |
| 2000-12-01 | 701.630354685171 |
| 2001-01-01 | 704.452340449232 |
| 2001-02-01 | 703.878587702472 |
| 2001-03-01 | 705.850553361992 |
| 2001-04-01 | 702.194376895430 |
| 2001-05-01 | 700.823785631395 |
| 2001-06-01 | 701.108572268066 |
| 2001-07-01 | 701.005535451037 |
| 2001-08-01 | 699.807679751975 |
| 2001-09-01 | 698.125196406637 |
| 2001-10-01 | 696.694451852845 |
| 2001-11-01 | 694.302552377869 |
| 2001-12-01 | 692.907932126388 |
| 2002-01-01 | 695.117179783795 |
| 2002-02-01 | 695.152072000575 |
| 2002-03-01 | 697.263224055183 |
| 2002-04-01 | 691.807452918138 |
| 2002-05-01 | 692.495235587479 |
| 2002-06-01 | 692.410852751923 |
| 2002-07-01 | 692.983181834076 |
| 2002-08-01 | 693.296961722021 |
| 2002-09-01 | 693.660684357108 |
| 2002-10-01 | 693.855115367476 |
| 2002-11-01 | 694.941811351797 |
| 2002-12-01 | 693.610544562132 |
| 2003-01-01 | 692.767355801768 |
| 2003-02-01 | 692.721303954660 |
| 2003-03-01 | 692.203270836448 |
| 2003-04-01 | 690.877707424121 |
| 2003-05-01 | 690.207434114228 |
| 2003-06-01 | 689.838255327160 |
| 2003-07-01 | 689.271116352735 |
| 2003-08-01 | 689.318748729643 |
| 2003-09-01 | 688.874338337229 |
| 2003-10-01 | 688.887357207640 |
| 2003-11-01 | 689.722294796948 |
| 2003-12-01 | 688.246241535675 |
| 2004-01-01 | 685.756015378826 |
| 2004-02-01 | 686.223745276446 |
| 2004-03-01 | 687.618713937155 |
| 2004-04-01 | 690.861516459283 |
| 2004-05-01 | 691.174422726718 |
| 2004-06-01 | 691.799569095762 |
| 2004-07-01 | 691.132019799582 |
| 2004-08-01 | 690.790497768551 |
| 2004-09-01 | 690.895091727115 |
| 2004-10-01 | 693.480692960891 |
| 2004-11-01 | 694.087755956261 |
| 2004-12-01 | 695.336677313148 |
| 2005-01-01 | 696.282088735054 |
| 2005-02-01 | 696.435894071552 |
| 2005-03-01 | 697.019231294333 |
| 2005-04-01 | 699.202968658393 |
| 2005-05-01 | 698.033315368580 |
| 2005-06-01 | 697.784878618729 |
| 2005-07-01 | 699.084224089579 |
| 2005-08-01 | 700.824169945291 |
| 2005-09-01 | 702.908768420712 |
| 2005-10-01 | 702.524155186027 |
| 2005-11-01 | 703.639324702958 |
| 2005-12-01 | 705.119972859361 |
| 2006-01-01 | 707.238283737731 |
| 2006-02-01 | 708.557320533925 |
| 2006-03-01 | 709.974169263382 |
| 2006-04-01 | 711.175292751626 |
| 2006-05-01 | 712.898921029122 |
| 2006-06-01 | 714.836452482245 |
| 2006-07-01 | 714.452819696273 |
| 2006-08-01 | 714.770936080307 |
| 2006-09-01 | 713.965387108203 |
| 2006-10-01 | 712.150740122632 |
| 2006-11-01 | 712.831043163200 |
| 2006-12-01 | 712.636835487092 |
| 2007-01-01 | 712.884561792721 |
| 2007-02-01 | 714.586560191870 |
| 2007-03-01 | 717.920034313707 |
| 2007-04-01 | 714.102402390191 |
| 2007-05-01 | 715.524337261935 |
| 2007-06-01 | 716.178117136369 |
| 2007-07-01 | 717.677335137284 |
| 2007-08-01 | 717.857021173864 |
| 2007-09-01 | 716.744679715298 |
| 2007-10-01 | 723.438855111594 |
| 2007-11-01 | 726.024251637868 |
| 2007-12-01 | 724.959891717405 |
| 2008-01-01 | 725.445302575498 |
| 2008-02-01 | 726.186906910922 |
| 2008-03-01 | 725.221366637788 |
| 2008-04-01 | 724.606383463479 |
| 2008-05-01 | 723.280288506829 |
| 2008-06-01 | 721.777492274950 |
| 2008-07-01 | 721.517545584643 |
| 2008-08-01 | 720.370890542281 |
| 2008-09-01 | 717.206421357200 |
| 2008-10-01 | 713.155284506632 |
| 2008-11-01 | 709.741126666720 |
| 2008-12-01 | 706.372000990553 |
| 2009-01-01 | 703.540139629263 |
| 2009-02-01 | 697.669518423281 |
| 2009-03-01 | 693.378876794952 |
| 2009-04-01 | 688.730132936054 |
| 2009-05-01 | 686.384593889436 |
| 2009-06-01 | 683.509822859385 |
| 2009-07-01 | 679.963918443304 |
| 2009-08-01 | 679.068773084711 |
| 2009-09-01 | 677.476078134893 |
| 2009-10-01 | 678.638050630681 |
| 2009-11-01 | 678.273486740314 |
| 2009-12-01 | 678.409739274093 |
| 2010-01-01 | 677.148710211717 |
| 2010-02-01 | 676.714224350922 |
| 2010-03-01 | 677.795006522370 |
| 2010-04-01 | 678.233610689966 |
| 2010-05-01 | 678.688094475408 |
| 2010-06-01 | 679.634320409045 |
| 2010-07-01 | 680.122511375070 |
| 2010-08-01 | 679.161463988253 |
| 2010-09-01 | 680.085037111444 |
| 2010-10-01 | 680.231958344005 |
| 2010-11-01 | 680.991729384342 |
| 2010-12-01 | 680.396807698859 |
| 2011-01-01 | 681.513474174768 |
| 2011-02-01 | 682.263864940350 |
| 2011-03-01 | 683.660279169070 |
| 2011-04-01 | 686.300952793972 |
| 2011-05-01 | 685.918975102939 |
| 2011-06-01 | 687.122856074971 |
| 2011-07-01 | 690.063818359376 |
| 2011-08-01 | 691.247681331817 |
| 2011-09-01 | 694.517769821885 |
| 2011-10-01 | 693.814155091840 |
| 2011-11-01 | 694.730503218252 |
| 2011-12-01 | 695.647633547760 |
| 2012-01-01 | 701.821265303973 |
| 2012-02-01 | 702.164518046392 |
| 2012-03-01 | 704.908401975810 |
| 2012-04-01 | 708.646944674474 |
| 2012-05-01 | 710.944442812696 |
| 2012-06-01 | 713.388034423509 |
| 2012-07-01 | 713.956717990915 |
| 2012-08-01 | 716.480683525921 |
| 2012-09-01 | 718.912296654990 |
| 2012-10-01 | 720.905202732230 |
| 2012-11-01 | 723.543130232260 |
| 2012-12-01 | 725.831778108249 |
| 2013-01-01 | 728.253865911047 |
| 2013-02-01 | 730.467662578966 |
| 2013-03-01 | 730.961764227626 |
| 2013-04-01 | 732.058971992512 |
| 2013-05-01 | 733.946261918805 |
| 2013-06-01 | 734.355102900430 |
| 2013-07-01 | 735.600287388869 |
| 2013-08-01 | 738.095734848486 |
| 2013-09-01 | 740.020872937207 |
| 2013-10-01 | 742.401992256181 |
| 2013-11-01 | 743.997296546439 |
| 2013-12-01 | 745.198302128173 |
| 2014-01-01 | 745.515367997103 |
| 2014-02-01 | 747.488125551026 |
| 2014-03-01 | 749.318530563263 |
| 2014-04-01 | 750.370419164465 |
| 2014-05-01 | 752.420876032021 |
| 2014-06-01 | 753.833293326185 |
| 2014-07-01 | 751.470386779107 |
| 2014-08-01 | 755.205177660024 |
| 2014-09-01 | 756.092655662759 |
| 2014-10-01 | 756.146959245998 |
| 2014-11-01 | 759.941873577586 |
| 2014-12-01 | 760.975848642916 |
| 2015-01-01 | 764.608095107862 |
| 2015-02-01 | 766.337802426800 |
| 2015-03-01 | 768.557184161573 |
| 2015-04-01 | 771.503501830275 |
| 2015-05-01 | 772.878776656621 |
| 2015-06-01 | 774.136865592178 |
| 2015-07-01 | 778.386749037332 |
| 2015-08-01 | 780.089425484825 |
| 2015-09-01 | 781.781035385563 |
| 2015-10-01 | 784.330200550452 |
| 2015-11-01 | 785.720883113227 |
| 2015-12-01 | 788.798498364388 |
| 2016-01-01 | 790.449228573531 |
| 2016-02-01 | 792.492213411648 |
| 2016-03-01 | 791.151654306944 |
| 2016-04-01 | 798.898104314013 |
| 2016-05-01 | 797.947792317450 |
| 2016-06-01 | 797.897748172360 |
| 2016-07-01 | 803.861963756460 |
| 2016-08-01 | 804.665712019377 |
| 2016-09-01 | 807.104423863586 |
| 2016-10-01 | 809.045167900952 |
| 2016-11-01 | 810.558181740666 |
| 2016-12-01 | 811.055293840796 |
| 2017-01-01 | 812.620164818902 |
| 2017-02-01 | 813.788608622515 |
| 2017-03-01 | 816.219684268288 |
| 2017-04-01 | 816.399634100280 |
| 2017-05-01 | 817.652141675856 |
| 2017-06-01 | 820.128782701711 |
| 2017-07-01 | 819.268182226689 |
| 2017-08-01 | 819.648300920804 |
| 2017-09-01 | 821.131007802177 |
| 2017-10-01 | 822.086521695340 |
| 2017-11-01 | 821.906972807839 |
| 2017-12-01 | 823.502204571378 |
| 2018-01-01 | 824.373493803040 |
| 2018-02-01 | 825.827937325966 |
| 2018-03-01 | 827.160721616460 |
| 2018-04-01 | 827.918841894086 |
| 2018-05-01 | 828.736387858336 |
| 2018-06-01 | 830.019273861874 |
| 2018-07-01 | 830.260187834847 |
| 2018-08-01 | 832.155858456763 |
| 2018-09-01 | 832.294096871305 |
| 2018-10-01 | 832.104432673988 |
| 2018-11-01 | 832.799637462088 |
| 2018-12-01 | 833.558719847955 |
| 2019-01-01 | 834.460995106302 |
| 2019-02-01 | 835.154546987184 |
| 2019-03-01 | 835.482742055266 |
| 2019-04-01 | 834.632662940704 |
| 2019-05-01 | 835.377273784194 |
| 2019-06-01 | 836.723918368000 |
| 2019-07-01 | 837.463831173356 |
| 2019-08-01 | 838.563900365440 |
| 2019-09-01 | 838.208109445549 |
| 2019-10-01 | 838.272107033259 |
| 2019-11-01 | 843.054562620060 |
| 2019-12-01 | 844.352046775075 |
| 2020-01-01 | 845.773892932171 |
| 2020-02-01 | 847.669554259814 |
| 2020-03-01 | 835.391101259597 |
| 2020-04-01 | 690.513847213499 |
| 2020-05-01 | 704.066328261001 |
| 2020-06-01 | 725.752602716516 |
| 2020-07-01 | 730.674648998260 |
| 2020-08-01 | 733.471063823193 |
| 2020-09-01 | 741.581443027522 |
| 2020-10-01 | 757.266769176343 |
| 2020-11-01 | 760.871898224355 |
| 2020-12-01 | 755.446337404013 |
| 2021-01-01 | 751.161506433459 |
| 2021-02-01 | 762.126677184282 |
| 2021-03-01 | 766.800907372594 |
| 2021-04-01 | 778.464557165108 |
| 2021-05-01 | 782.884584108283 |
| 2021-06-01 | 785.773680566382 |
| 2021-07-01 | 793.941986071822 |
| 2021-08-01 | 794.446897054968 |
| 2021-09-01 | 794.812614517323 |
| 2021-10-01 | 809.137417652424 |
| 2021-11-01 | 813.260773184448 |
| 2021-12-01 | 815.323077353310 |
| 2022-01-01 | 815.987009969046 |
| 2022-02-01 | 822.938420183630 |
| 2022-03-01 | 824.547729464916 |
| 2022-04-01 | 822.441692104423 |
| 2022-05-01 | 822.630609035460 |
| 2022-06-01 | 824.060499372205 |
| 2022-07-01 | 824.405557853094 |
| 2022-08-01 | 826.447658890181 |
| 2022-09-01 | 827.232557721060 |
| 2022-10-01 | 827.698375474688 |
| 2022-11-01 | 827.031791857855 |
| 2022-12-01 | 826.588096560608 |
| 2023-01-01 | 825.426318249343 |
| 2023-02-01 | 826.873414416917 |
| 2023-03-01 | 826.872384301067 |
| 2023-04-01 | 829.243693662029 |
| 2023-05-01 | 830.013740361895 |
| 2023-06-01 | 832.606190958773 |
| 2023-07-01 | 831.479979940062 |
| 2023-08-01 | 834.401174301400 |
| 2023-09-01 | 836.237950208657 |
| 2023-10-01 | 835.756439230189 |
| 2023-11-01 | 835.616891473716 |
| 2023-12-01 | 835.519798288822 |
| 2024-01-01 | 839.964225579482 |
| 2024-02-01 | 836.590443115837 |
| 2024-03-01 | 836.172035532609 |
| 2024-04-01 | 837.565511571852 |
| 2024-05-01 | 837.938611154943 |
| 2024-06-01 | 836.335149115734 |
| 2024-07-01 | 838.175470189965 |
| 2024-08-01 | 836.136068297551 |
| 2024-09-01 | 833.297127228070 |
| 2024-10-01 | 836.671217508216 |
| 2024-11-01 | 837.934985016904 |
| 2024-12-01 | 839.624091514544 |
| 2025-01-01 | 839.743245355740 |
| 2025-02-01 | 837.774151998177 |
| 2025-03-01 | 837.582794746726 |
| 2025-04-01 | 835.881779402507 |
| 2025-05-01 | 835.394858167863 |
| 2025-06-01 | 835.205879197767 |
| 2025-07-01 | 834.704930015047 |
| 2025-08-01 | 834.267336725660 |
| 2025-09-01 | 834.617309611626 |