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 2026-07-01 |
| Last Updated | 2026-08-21 7:24 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 | 549.612804820839 |
| 1990-02-01 | 549.761405435115 |
| 1990-03-01 | 551.732993074889 |
| 1990-04-01 | 553.547355816399 |
| 1990-05-01 | 553.709805097373 |
| 1990-06-01 | 558.085981736435 |
| 1990-07-01 | 564.232165646662 |
| 1990-08-01 | 564.926626495706 |
| 1990-09-01 | 565.895373676266 |
| 1990-10-01 | 569.561770861778 |
| 1990-11-01 | 570.568361571076 |
| 1990-12-01 | 571.868808056845 |
| 1991-01-01 | 573.424032404212 |
| 1991-02-01 | 573.868833951020 |
| 1991-03-01 | 572.920310055708 |
| 1991-04-01 | 572.224890473850 |
| 1991-05-01 | 570.946891675463 |
| 1991-06-01 | 570.973335591509 |
| 1991-07-01 | 569.528286539041 |
| 1991-08-01 | 569.483364219170 |
| 1991-09-01 | 568.358655236106 |
| 1991-10-01 | 568.498835173323 |
| 1991-11-01 | 569.330068336839 |
| 1991-12-01 | 567.881025686550 |
| 1992-01-01 | 566.753576668082 |
| 1992-02-01 | 566.816929811003 |
| 1992-03-01 | 567.242449628395 |
| 1992-04-01 | 569.632264030724 |
| 1992-05-01 | 568.809981809104 |
| 1992-06-01 | 565.458914699167 |
| 1992-07-01 | 567.913841905635 |
| 1992-08-01 | 567.807472846526 |
| 1992-09-01 | 568.872229386111 |
| 1992-10-01 | 568.869669178455 |
| 1992-11-01 | 568.416617987875 |
| 1992-12-01 | 568.175878862190 |
| 1993-01-01 | 575.256812999902 |
| 1993-02-01 | 574.641423957238 |
| 1993-03-01 | 574.797295262312 |
| 1993-04-01 | 575.103851531954 |
| 1993-05-01 | 575.458697590238 |
| 1993-06-01 | 576.544137514574 |
| 1993-07-01 | 576.860321273618 |
| 1993-08-01 | 576.777883963232 |
| 1993-09-01 | 575.879570592623 |
| 1993-10-01 | 576.621486906231 |
| 1993-11-01 | 576.442150506558 |
| 1993-12-01 | 578.706823988432 |
| 1994-01-01 | 578.245998587324 |
| 1994-02-01 | 579.790297931140 |
| 1994-03-01 | 582.304257715979 |
| 1994-04-01 | 579.482185024967 |
| 1994-05-01 | 578.507920189663 |
| 1994-06-01 | 577.437522664752 |
| 1994-07-01 | 577.690470161515 |
| 1994-08-01 | 577.766409824246 |
| 1994-09-01 | 579.039068689790 |
| 1994-10-01 | 578.811517605434 |
| 1994-11-01 | 580.731823074139 |
| 1994-12-01 | 581.596720540681 |
| 1995-01-01 | 583.997508462542 |
| 1995-02-01 | 586.596669965842 |
| 1995-03-01 | 588.939101669083 |
| 1995-04-01 | 589.584509369073 |
| 1995-05-01 | 589.501083952750 |
| 1995-06-01 | 592.864574384962 |
| 1995-07-01 | 594.253021530811 |
| 1995-08-01 | 597.292146454655 |
| 1995-09-01 | 599.828035502907 |
| 1995-10-01 | 594.176077272655 |
| 1995-11-01 | 596.221816830613 |
| 1995-12-01 | 596.894978501464 |
| 1996-01-01 | 597.290268295722 |
| 1996-02-01 | 596.856108442010 |
| 1996-03-01 | 597.537068578255 |
| 1996-04-01 | 598.266900650473 |
| 1996-05-01 | 600.595637277545 |
| 1996-06-01 | 603.704170906794 |
| 1996-07-01 | 605.634893063606 |
| 1996-08-01 | 606.717226945476 |
| 1996-09-01 | 606.388520097519 |
| 1996-10-01 | 610.183123562035 |
| 1996-11-01 | 614.652042803035 |
| 1996-12-01 | 614.685126069311 |
| 1997-01-01 | 616.148843136460 |
| 1997-02-01 | 617.373773976558 |
| 1997-03-01 | 621.184765342206 |
| 1997-04-01 | 625.732374679714 |
| 1997-05-01 | 628.143977720671 |
| 1997-06-01 | 629.184525166968 |
| 1997-07-01 | 631.118338842769 |
| 1997-08-01 | 631.248642635632 |
| 1997-09-01 | 633.870946935197 |
| 1997-10-01 | 635.255745813554 |
| 1997-11-01 | 636.131113090604 |
| 1997-12-01 | 638.274847352397 |
| 1998-01-01 | 639.624046916035 |
| 1998-02-01 | 642.428465437263 |
| 1998-03-01 | 644.807202322032 |
| 1998-04-01 | 645.289516348964 |
| 1998-05-01 | 646.250804313423 |
| 1998-06-01 | 648.649000209741 |
| 1998-07-01 | 647.229420780920 |
| 1998-08-01 | 651.599487926388 |
| 1998-09-01 | 653.129260425266 |
| 1998-10-01 | 654.569786761757 |
| 1998-11-01 | 656.846402142722 |
| 1998-12-01 | 658.097831027347 |
| 1999-01-01 | 660.628055426539 |
| 1999-02-01 | 662.275692402744 |
| 1999-03-01 | 664.139194109400 |
| 1999-04-01 | 665.361379958864 |
| 1999-05-01 | 667.305831500080 |
| 1999-06-01 | 667.049495790233 |
| 1999-07-01 | 670.982042008680 |
| 1999-08-01 | 673.835434194373 |
| 1999-09-01 | 674.408762311999 |
| 1999-10-01 | 676.374433927065 |
| 1999-11-01 | 676.375933175274 |
| 1999-12-01 | 678.987991301128 |
| 2000-01-01 | 680.029803456631 |
| 2000-02-01 | 681.185938375345 |
| 2000-03-01 | 683.736238118411 |
| 2000-04-01 | 690.000673511591 |
| 2000-05-01 | 689.840770318754 |
| 2000-06-01 | 692.355560399664 |
| 2000-07-01 | 693.453140204736 |
| 2000-08-01 | 694.863058479021 |
| 2000-09-01 | 696.837926393756 |
| 2000-10-01 | 697.470830710439 |
| 2000-11-01 | 699.925300369416 |
| 2000-12-01 | 701.631109637727 |
| 2001-01-01 | 704.453069184032 |
| 2001-02-01 | 703.878707474757 |
| 2001-03-01 | 705.850549853560 |
| 2001-04-01 | 702.193155171369 |
| 2001-05-01 | 700.823381051927 |
| 2001-06-01 | 701.106958737294 |
| 2001-07-01 | 701.005172897325 |
| 2001-08-01 | 699.807211374860 |
| 2001-09-01 | 698.125407895330 |
| 2001-10-01 | 696.694917548094 |
| 2001-11-01 | 694.304969934641 |
| 2001-12-01 | 692.908482425746 |
| 2002-01-01 | 695.117467203899 |
| 2002-02-01 | 695.152045729726 |
| 2002-03-01 | 697.263140741371 |
| 2002-04-01 | 691.804967231963 |
| 2002-05-01 | 692.494923518561 |
| 2002-06-01 | 692.410545781734 |
| 2002-07-01 | 692.982977720085 |
| 2002-08-01 | 693.296933657299 |
| 2002-09-01 | 693.660847561678 |
| 2002-10-01 | 693.855575174896 |
| 2002-11-01 | 694.944045535306 |
| 2002-12-01 | 693.611284070327 |
| 2003-01-01 | 692.767621589575 |
| 2003-02-01 | 692.721446940051 |
| 2003-03-01 | 692.203458971954 |
| 2003-04-01 | 690.872807717151 |
| 2003-05-01 | 690.207483162379 |
| 2003-06-01 | 689.838296817254 |
| 2003-07-01 | 689.271242454557 |
| 2003-08-01 | 689.319014529420 |
| 2003-09-01 | 688.874750666110 |
| 2003-10-01 | 688.888032188202 |
| 2003-11-01 | 689.724879830133 |
| 2003-12-01 | 688.247220371022 |
| 2004-01-01 | 685.756268881002 |
| 2004-02-01 | 686.224042358342 |
| 2004-03-01 | 687.619141360287 |
| 2004-04-01 | 690.854048913889 |
| 2004-05-01 | 691.174737084529 |
| 2004-06-01 | 691.799821346928 |
| 2004-07-01 | 691.132113790536 |
| 2004-08-01 | 690.790509025975 |
| 2004-09-01 | 690.895153204708 |
| 2004-10-01 | 693.482387232774 |
| 2004-11-01 | 694.090409135587 |
| 2004-12-01 | 695.338960864093 |
| 2005-01-01 | 696.284124353339 |
| 2005-02-01 | 696.437665561792 |
| 2005-03-01 | 697.019151523877 |
| 2005-04-01 | 699.190245652541 |
| 2005-05-01 | 698.033650114288 |
| 2005-06-01 | 697.784892005286 |
| 2005-07-01 | 699.083525030737 |
| 2005-08-01 | 700.823055875005 |
| 2005-09-01 | 702.907607022154 |
| 2005-10-01 | 702.528937393210 |
| 2005-11-01 | 703.642730014577 |
| 2005-12-01 | 705.126230465997 |
| 2006-01-01 | 707.244555094405 |
| 2006-02-01 | 708.560861188420 |
| 2006-03-01 | 709.970938632852 |
| 2006-04-01 | 711.157218413191 |
| 2006-05-01 | 712.895622620517 |
| 2006-06-01 | 714.836011537095 |
| 2006-07-01 | 714.450353534193 |
| 2006-08-01 | 714.767831850607 |
| 2006-09-01 | 713.963381823149 |
| 2006-10-01 | 712.159878809062 |
| 2006-11-01 | 712.834520119340 |
| 2006-12-01 | 712.641052015868 |
| 2007-01-01 | 712.919622167803 |
| 2007-02-01 | 714.586556969640 |
| 2007-03-01 | 717.914189458430 |
| 2007-04-01 | 714.058626877371 |
| 2007-05-01 | 715.522117446642 |
| 2007-06-01 | 716.178430531735 |
| 2007-07-01 | 717.672615807756 |
| 2007-08-01 | 717.852605891649 |
| 2007-09-01 | 716.743966516595 |
| 2007-10-01 | 723.456234909653 |
| 2007-11-01 | 726.027004565393 |
| 2007-12-01 | 724.964168621000 |
| 2008-01-01 | 725.518044836380 |
| 2008-02-01 | 726.165804391096 |
| 2008-03-01 | 725.211386792425 |
| 2008-04-01 | 724.542412502750 |
| 2008-05-01 | 723.277796486795 |
| 2008-06-01 | 721.779191167392 |
| 2008-07-01 | 721.513530903865 |
| 2008-08-01 | 720.367818266897 |
| 2008-09-01 | 717.208339800320 |
| 2008-10-01 | 713.185473126540 |
| 2008-11-01 | 709.737376332674 |
| 2008-12-01 | 706.366244923202 |
| 2009-01-01 | 703.644767264063 |
| 2009-02-01 | 697.623904609635 |
| 2009-03-01 | 693.357013966270 |
| 2009-04-01 | 688.676414934135 |
| 2009-05-01 | 686.382624753802 |
| 2009-06-01 | 683.509378452527 |
| 2009-07-01 | 679.962113908467 |
| 2009-08-01 | 679.069239291392 |
| 2009-09-01 | 677.490676550050 |
| 2009-10-01 | 678.667617361484 |
| 2009-11-01 | 678.267386178863 |
| 2009-12-01 | 678.399419656527 |
| 2010-01-01 | 677.234680297572 |
| 2010-02-01 | 676.659649136222 |
| 2010-03-01 | 677.958093938779 |
| 2010-04-01 | 678.425051027359 |
| 2010-05-01 | 678.886722231228 |
| 2010-06-01 | 679.826571808136 |
| 2010-07-01 | 680.320197284444 |
| 2010-08-01 | 679.371582057089 |
| 2010-09-01 | 680.316825408412 |
| 2010-10-01 | 680.349066986220 |
| 2010-11-01 | 681.179607535672 |
| 2010-12-01 | 680.568666565916 |
| 2011-01-01 | 681.661829062633 |
| 2011-02-01 | 682.332113684278 |
| 2011-03-01 | 683.713290160625 |
| 2011-04-01 | 686.428227968276 |
| 2011-05-01 | 685.928135957655 |
| 2011-06-01 | 687.102381784084 |
| 2011-07-01 | 690.060501018125 |
| 2011-08-01 | 691.267672404875 |
| 2011-09-01 | 694.670009546554 |
| 2011-10-01 | 693.906139328795 |
| 2011-11-01 | 694.719377439493 |
| 2011-12-01 | 695.615079736351 |
| 2012-01-01 | 701.925787072034 |
| 2012-02-01 | 702.162482321381 |
| 2012-03-01 | 704.974503150249 |
| 2012-04-01 | 708.766316622043 |
| 2012-05-01 | 710.973511264606 |
| 2012-06-01 | 713.460280145665 |
| 2012-07-01 | 714.050129786480 |
| 2012-08-01 | 716.510707834839 |
| 2012-09-01 | 718.966090126928 |
| 2012-10-01 | 720.990719206470 |
| 2012-11-01 | 723.617850536494 |
| 2012-12-01 | 725.900716478312 |
| 2013-01-01 | 728.341255004605 |
| 2013-02-01 | 730.487977072385 |
| 2013-03-01 | 730.946032390553 |
| 2013-04-01 | 732.151365162697 |
| 2013-05-01 | 733.987949589140 |
| 2013-06-01 | 734.415739562483 |
| 2013-07-01 | 735.600851949281 |
| 2013-08-01 | 738.126447046768 |
| 2013-09-01 | 740.058890831217 |
| 2013-10-01 | 742.392261878530 |
| 2013-11-01 | 744.073178670819 |
| 2013-12-01 | 745.281901974901 |
| 2014-01-01 | 745.608049677988 |
| 2014-02-01 | 747.611617826161 |
| 2014-03-01 | 749.410179548514 |
| 2014-04-01 | 750.446098984951 |
| 2014-05-01 | 752.559326422528 |
| 2014-06-01 | 753.892547205951 |
| 2014-07-01 | 751.561617431159 |
| 2014-08-01 | 755.335280906027 |
| 2014-09-01 | 756.208495614626 |
| 2014-10-01 | 756.252916445144 |
| 2014-11-01 | 760.120169293818 |
| 2014-12-01 | 761.081981448153 |
| 2015-01-01 | 764.720082958532 |
| 2015-02-01 | 766.457156282596 |
| 2015-03-01 | 768.734549989347 |
| 2015-04-01 | 771.685846379730 |
| 2015-05-01 | 773.020541341394 |
| 2015-06-01 | 774.164248975756 |
| 2015-07-01 | 778.472992875630 |
| 2015-08-01 | 780.216091961426 |
| 2015-09-01 | 781.988841122657 |
| 2015-10-01 | 784.540227468973 |
| 2015-11-01 | 785.818951292552 |
| 2015-12-01 | 789.020769102283 |
| 2016-01-01 | 790.680898283171 |
| 2016-02-01 | 792.700476911231 |
| 2016-03-01 | 791.316521407390 |
| 2016-04-01 | 799.090774889140 |
| 2016-05-01 | 798.191468697141 |
| 2016-06-01 | 798.012417762734 |
| 2016-07-01 | 804.031109944788 |
| 2016-08-01 | 804.884196579593 |
| 2016-09-01 | 807.316662435374 |
| 2016-10-01 | 809.155873355773 |
| 2016-11-01 | 810.746765202815 |
| 2016-12-01 | 811.193219970571 |
| 2017-01-01 | 812.767921728366 |
| 2017-02-01 | 813.991601324051 |
| 2017-03-01 | 816.388529588884 |
| 2017-04-01 | 816.609990400347 |
| 2017-05-01 | 817.800606418269 |
| 2017-06-01 | 820.126617374840 |
| 2017-07-01 | 819.446044176231 |
| 2017-08-01 | 819.846717131225 |
| 2017-09-01 | 821.235055368804 |
| 2017-10-01 | 822.288285896774 |
| 2017-11-01 | 822.072290355551 |
| 2017-12-01 | 823.631803653708 |
| 2018-01-01 | 824.531324337759 |
| 2018-02-01 | 826.050374203985 |
| 2018-03-01 | 827.363695601196 |
| 2018-04-01 | 828.158748392362 |
| 2018-05-01 | 828.966663845092 |
| 2018-06-01 | 830.147118505500 |
| 2018-07-01 | 830.431071401455 |
| 2018-08-01 | 832.371979884377 |
| 2018-09-01 | 832.408195351823 |
| 2018-10-01 | 832.298216421384 |
| 2018-11-01 | 832.931694157019 |
| 2018-12-01 | 833.742716111460 |
| 2019-01-01 | 834.640531027594 |
| 2019-02-01 | 835.590666985716 |
| 2019-03-01 | 835.775865726142 |
| 2019-04-01 | 834.723852032596 |
| 2019-05-01 | 835.596715500052 |
| 2019-06-01 | 836.901644693620 |
| 2019-07-01 | 837.534022829240 |
| 2019-08-01 | 838.828768742815 |
| 2019-09-01 | 838.252511662120 |
| 2019-10-01 | 838.443851173470 |
| 2019-11-01 | 843.151188282935 |
| 2019-12-01 | 844.495003352964 |
| 2020-01-01 | 845.867444514226 |
| 2020-02-01 | 848.339879904882 |
| 2020-03-01 | 835.779412505681 |
| 2020-04-01 | 690.665508939269 |
| 2020-05-01 | 704.285514485621 |
| 2020-06-01 | 725.866247212747 |
| 2020-07-01 | 730.650836322018 |
| 2020-08-01 | 733.664767818732 |
| 2020-09-01 | 741.494680706444 |
| 2020-10-01 | 757.404336234613 |
| 2020-11-01 | 760.968843539731 |
| 2020-12-01 | 755.578603879528 |
| 2021-01-01 | 751.102671640000 |
| 2021-02-01 | 762.841529379908 |
| 2021-03-01 | 767.266537726793 |
| 2021-04-01 | 778.452886349476 |
| 2021-05-01 | 783.109277810381 |
| 2021-06-01 | 785.991184800066 |
| 2021-07-01 | 793.681550091346 |
| 2021-08-01 | 794.676086828852 |
| 2021-09-01 | 794.898481087343 |
| 2021-10-01 | 809.220048761427 |
| 2021-11-01 | 813.371348557889 |
| 2021-12-01 | 815.416725768579 |
| 2022-01-01 | 816.084699173712 |
| 2022-02-01 | 823.582871387276 |
| 2022-03-01 | 825.052932844100 |
| 2022-04-01 | 822.489066393277 |
| 2022-05-01 | 822.753268648792 |
| 2022-06-01 | 824.244726837075 |
| 2022-07-01 | 824.244451299926 |
| 2022-08-01 | 826.531496378939 |
| 2022-09-01 | 827.402816557593 |
| 2022-10-01 | 827.545083310774 |
| 2022-11-01 | 827.156396339790 |
| 2022-12-01 | 827.445749221289 |
| 2023-01-01 | 825.707799096654 |
| 2023-02-01 | 827.411168863434 |
| 2023-03-01 | 827.286325939530 |
| 2023-04-01 | 829.325852271688 |
| 2023-05-01 | 830.177338951454 |
| 2023-06-01 | 832.893197146706 |
| 2023-07-01 | 831.072173250480 |
| 2023-08-01 | 834.064290539835 |
| 2023-09-01 | 836.432749946729 |
| 2023-10-01 | 834.811879950955 |
| 2023-11-01 | 834.800840453420 |
| 2023-12-01 | 835.973068049326 |
| 2024-01-01 | 839.071501985737 |
| 2024-02-01 | 835.407141241381 |
| 2024-03-01 | 834.984078874940 |
| 2024-04-01 | 836.689988220940 |
| 2024-05-01 | 837.415410074806 |
| 2024-06-01 | 836.121271532917 |
| 2024-07-01 | 838.458198554167 |
| 2024-08-01 | 836.846733105462 |
| 2024-09-01 | 835.644141112335 |
| 2024-10-01 | 839.480419013858 |
| 2024-11-01 | 839.796380268645 |
| 2024-12-01 | 837.602906872338 |
| 2025-01-01 | 839.180968787076 |
| 2025-02-01 | 839.191603381700 |
| 2025-03-01 | 839.095745436166 |
| 2025-04-01 | 839.397297522541 |
| 2025-05-01 | 839.305674606492 |
| 2025-06-01 | 837.894284966075 |
| 2025-07-01 | 841.339138371680 |
| 2025-08-01 | 841.569245304037 |
| 2025-09-01 | 841.320720480862 |
| 2025-10-01 | 842.669182076877 |
| 2025-11-01 | 843.930608059809 |
| 2025-12-01 | 846.448845572751 |
| 2026-01-01 | 847.375827792215 |
| 2026-02-01 | 847.120571731716 |
| 2026-03-01 | 847.678835619701 |
| 2026-04-01 | 845.998550355847 |
| 2026-05-01 | 845.742006060245 |
| 2026-06-01 | 845.800669506175 |
| 2026-07-01 | 843.277843837962 |