Federal Reserve Economic Data

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 2025-08-01
Last Updated 2025-09-20 6:04 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
1990-01-01 549.6157617266440
1990-02-01 549.7650826781610
1990-03-01 551.7364819334999
1990-04-01 553.5480714278530
1990-05-01 553.7116878559750
1990-06-01 558.0869188302700
1990-07-01 564.2344843353470
1990-08-01 564.9249873642469
1990-09-01 565.8949647133630
1990-10-01 569.5593707698640
1990-11-01 570.5605546203869
1990-12-01 571.8634896506591
1991-01-01 573.4285085196500
1991-02-01 573.8731240237651
1991-03-01 572.9239892339520
1991-04-01 572.2249952003340
1991-05-01 570.9490556456160
1991-06-01 570.9749007274470
1991-07-01 569.5305196861540
1991-08-01 569.4825649446550
1991-09-01 568.3579907170850
1991-10-01 568.4960414569910
1991-11-01 569.3219810650120
1991-12-01 567.8729152688089
1992-01-01 566.7593076200250
1992-02-01 566.8215704968370
1992-03-01 567.2460288875350
1992-04-01 569.6317264899050
1992-05-01 568.8124804524961
1992-06-01 565.4615192008530
1992-07-01 567.9169348085360
1992-08-01 567.8086712024310
1992-09-01 568.8720750396560
1992-10-01 568.8663773814840
1992-11-01 568.4081060693969
1992-12-01 568.1637776379420
1993-01-01 575.2629691753019
1993-02-01 574.6454323270160
1993-03-01 574.7993814271550
1993-04-01 575.1034092541140
1993-05-01 575.4608737088700
1993-06-01 576.5476623815110
1993-07-01 576.8652819624000
1993-08-01 576.7841925981830
1993-09-01 575.8865523669110
1993-10-01 576.6125073098400
1993-11-01 576.4318123401349
1993-12-01 578.6932890355960
1994-01-01 578.2478790622030
1994-02-01 579.7918115140210
1994-03-01 582.3048151780250
1994-04-01 579.4820895775200
1994-05-01 578.5100328310940
1994-06-01 577.4420522432860
1994-07-01 577.6972281642700
1994-08-01 577.7760249235520
1994-09-01 579.0597051967510
1994-10-01 578.7954309914950
1994-11-01 580.7185244949330
1994-12-01 581.5832494354090
1995-01-01 583.9942720231691
1995-02-01 586.5951412143689
1995-03-01 588.9379269423300
1995-04-01 589.5849771875240
1995-05-01 589.5032264958339
1995-06-01 592.8697094747160
1995-07-01 594.2605559611139
1995-08-01 597.3040489433150
1995-09-01 599.8627539749269
1995-10-01 594.1528295895640
1995-11-01 596.2060059393660
1995-12-01 596.8830608567359
1996-01-01 597.2828951728620
1996-02-01 596.8525909500080
1996-03-01 597.5357320078710
1996-04-01 598.2677408134730
1996-05-01 600.5979162543070
1996-06-01 603.7104455697870
1996-07-01 605.6421886787520
1996-08-01 606.7246640407680
1996-09-01 606.4235328796470
1996-10-01 610.1638530013739
1996-11-01 614.6377623732560
1996-12-01 614.6743895382630
1997-01-01 616.1409236150640
1997-02-01 617.3700792213080
1997-03-01 621.1832853459150
1997-04-01 625.7331954042389
1997-05-01 628.1454694803000
1997-06-01 629.1917429322500
1997-07-01 631.1250238370850
1997-08-01 631.2534310460210
1997-09-01 633.8936068009840
1997-10-01 635.2447102987330
1997-11-01 636.1211271719070
1997-12-01 638.2669083078370
1998-01-01 639.6176480015400
1998-02-01 642.4257007837160
1998-03-01 644.8062694965059
1998-04-01 645.2900375477079
1998-05-01 646.2510444209090
1998-06-01 648.6567215017360
1998-07-01 647.2347827166400
1998-08-01 651.6006727101790
1998-09-01 653.1374966517550
1998-10-01 654.5671931101290
1998-11-01 656.8408752177240
1998-12-01 658.0932329302220
1999-01-01 660.6240862204990
1999-02-01 662.2741182607400
1999-03-01 664.1384528881940
1999-04-01 665.3615384754870
1999-05-01 667.3055718286960
1999-06-01 667.0559468655400
1999-07-01 670.9851767261590
1999-08-01 673.8368776469450
1999-09-01 674.4091372554540
1999-10-01 676.3741271319840
1999-11-01 676.3722433127870
1999-12-01 678.9862068871340
2000-01-01 680.0280187939869
2000-02-01 681.1852578160971
2000-03-01 683.7359260948600
2000-04-01 690.0012625797510
2000-05-01 689.8407025402460
2000-06-01 692.3595036025950
2000-07-01 693.4546056200211
2000-08-01 694.8635818580150
2000-09-01 696.8375988694811
2000-10-01 697.4703161029049
2000-11-01 699.9226004569679
2000-12-01 701.6303554159990
2001-01-01 704.4523378525929
2001-02-01 703.8785885490180
2001-03-01 705.8505551851430
2001-04-01 702.1943805448010
2001-05-01 700.8237890267680
2001-06-01 701.1085823286090
2001-07-01 701.0055373012300
2001-08-01 699.8076854314039
2001-09-01 698.1251947963350
2001-10-01 696.6944492302999
2001-11-01 694.3025338813691
2001-12-01 692.9079351348250
2002-01-01 695.1171778503650
2002-02-01 695.1520726616980
2002-03-01 697.2632259398920
2002-04-01 691.8074566123371
2002-05-01 692.4952381034450
2002-06-01 692.4108545278090
2002-07-01 692.9831836381551
2002-08-01 693.2969625646080
2002-09-01 693.6606836418570
2002-10-01 693.8551134467530
2002-11-01 694.9418047169111
2002-12-01 693.6105460163170
2003-01-01 692.7673543723300
2003-02-01 692.7213045769209
2003-03-01 692.2032721686489
2003-04-01 690.8777096161709
2003-05-01 690.2074349861190
2003-06-01 689.8382556208690
2003-07-01 689.2711165389420
2003-08-01 689.3187487317081
2003-09-01 688.8743381599271
2003-10-01 688.8873568832200
2003-11-01 689.7222913459120
2003-12-01 688.2462428272399
2004-01-01 685.7560148882270
2004-02-01 686.2237454105750
2004-03-01 687.6187143572479
2004-04-01 690.8615180549800
2004-05-01 691.1744228181441
2004-06-01 691.7995690482160
2004-07-01 691.1320197473100
2004-08-01 690.7904976551400
2004-09-01 690.8950916203239
2004-10-01 693.4806929707989
2004-11-01 694.0877547254400
2004-12-01 695.3366775159040
2005-01-01 696.2820885590450
2005-02-01 696.4358941549640
2005-03-01 697.0192314435719
2005-04-01 699.2029695267850
2005-05-01 698.0333154244620
2005-06-01 697.7848785940680
2005-07-01 699.0842240658991
2005-08-01 700.8241698990730
2005-09-01 702.9087683328310
2005-10-01 702.5241550825431
2005-11-01 703.6393243881760
2005-12-01 705.1199727886490
2006-01-01 707.2382835332480
2006-02-01 708.5573205482331
2006-03-01 709.9741693743750
2006-04-01 711.1752932893460
2006-05-01 712.8989210814490
2006-06-01 714.8364524646851
2006-07-01 714.4528196713750
2006-08-01 714.7709360477929
2006-09-01 713.9653870620250
2006-10-01 712.1507400691639
2006-11-01 712.8310430941520
2006-12-01 712.6368354079510
2007-01-01 712.8845615319079
2007-02-01 714.5865601805060
2007-03-01 717.9200343516840
2007-04-01 714.1024028027770
2007-05-01 715.5243373074210
2007-06-01 716.1781171341440
2007-07-01 717.6773351469909
2007-08-01 717.8570211902460
2007-09-01 716.7446797145780
2007-10-01 723.4388550659430
2007-11-01 726.0242515966879
2007-12-01 724.9598916652640
2008-01-01 725.4453021136900
2008-02-01 726.1869068788781
2008-03-01 725.2213666295160
2008-04-01 724.6063839905330
2008-05-01 723.2802885514501
2008-06-01 721.7774923227059
2008-07-01 721.5175456744500
2008-08-01 720.3708906383880
2008-09-01 717.2064213864529
2008-10-01 713.1552844271040
2008-11-01 709.7411265377251
2008-12-01 706.3720008507111
2009-01-01 703.5401389243000
2009-02-01 697.6695183833490
2009-03-01 693.3788768502100
2009-04-01 688.7301335195000
2009-05-01 686.3845939950220
2009-06-01 683.5098230930510
2009-07-01 679.9639188432650
2009-08-01 679.0687735102459
2009-09-01 677.4760776227470
2009-10-01 678.6380508288780
2009-11-01 678.2734867776870
2009-12-01 678.4097372143210
2010-01-01 677.1487090799180
2010-02-01 676.7142239680750
2010-03-01 677.7950068027260
2010-04-01 678.2336118155240
2010-05-01 678.6880961973919
2010-06-01 679.6343231648340
2010-07-01 680.1225139543570
2010-08-01 679.1614650407350
2010-09-01 680.0850347884900
2010-10-01 680.2319566685670
2010-11-01 680.9917272198480
2010-12-01 680.3968013899840
2011-01-01 681.5134700904699
2011-02-01 682.2638600183120
2011-03-01 683.6602768064720
2011-04-01 686.3009574957260
2011-05-01 685.9189879709470
2011-06-01 687.1228757505480
2011-07-01 690.0638351414890
2011-08-01 691.2476852767610
2011-09-01 694.5177558759931
2011-10-01 693.8141333875011
2011-11-01 694.7304772565109
2011-12-01 695.6476045821919
2012-01-01 701.8212528079649
2012-02-01 702.1645140603760
2012-03-01 704.9084156582960
2012-04-01 708.6469864586701
2012-05-01 710.9445037083591
2012-06-01 713.3880948192860
2012-07-01 713.9567416452910
2012-08-01 716.4807018983611
2012-09-01 718.9122829961180
2012-10-01 720.9050182715390
2012-11-01 723.5430500768201
2012-12-01 725.8316745739951
2013-01-01 728.2538195704600
2013-02-01 730.4676981920641
2013-03-01 730.9618894105730
2013-04-01 732.0591332236970
2013-05-01 733.9463827757230
2013-06-01 734.3554322500390
2013-07-01 735.6002261025940
2013-08-01 738.0956911409370
2013-09-01 740.0207837470830
2013-10-01 742.4015510332530
2013-11-01 743.9970506008859
2013-12-01 745.1980062865359
2014-01-01 745.5152321722951
2014-02-01 747.4881868529731
2014-03-01 749.3191284778740
2014-04-01 750.3708927347650
2014-05-01 752.4211313405470
2014-06-01 753.8342493712350
2014-07-01 751.4695193679070
2014-08-01 755.2052238702311
2014-09-01 756.0924663418470
2014-10-01 756.1461256269071
2014-11-01 759.9414738978489
2014-12-01 760.9753384163770
2015-01-01 764.6075702508800
2015-02-01 766.3373844629170
2015-03-01 768.5603150493120
2015-04-01 771.5034730065330
2015-05-01 772.8783001306979
2015-06-01 774.1396915824820
2015-07-01 778.3843651370930
2015-08-01 780.0891068983419
2015-09-01 781.7806935100300
2015-10-01 784.3294063268360
2015-11-01 785.7203326325560
2015-12-01 788.7977303522799
2016-01-01 790.4482785154739
2016-02-01 792.4913031207790
2016-03-01 791.1576144200160
2016-04-01 798.8978821610381
2016-05-01 797.9471747630071
2016-06-01 797.9024898763311
2016-07-01 803.8581458729930
2016-08-01 804.6646433834261
2016-09-01 807.1030261639110
2016-10-01 809.0429091991749
2016-11-01 810.5559269022490
2016-12-01 811.0532815308161
2017-01-01 812.6192514993970
2017-02-01 813.7896710230160
2017-03-01 816.2319125223989
2017-04-01 816.4021459646809
2017-05-01 817.6526203556599
2017-06-01 820.1344183325141
2017-07-01 819.2621982384441
2017-08-01 819.6418868918430
2017-09-01 821.1230883501930
2017-10-01 822.0871325485270
2017-11-01 821.8974733626311
2017-12-01 823.4961018788970
2018-01-01 824.3746139064520
2018-02-01 825.8373867877110
2018-03-01 827.1816795999440
2018-04-01 827.9325715523730
2018-05-01 828.7421148593620
2018-06-01 830.0201201285690
2018-07-01 830.2523282405160
2018-08-01 832.1438888529691
2018-09-01 832.2626475200640
2018-10-01 832.1099490286160
2018-11-01 832.7815911483440
2018-12-01 833.5426129988040
2019-01-01 834.4510518210410
2019-02-01 835.2034403476250
2019-03-01 835.5022364240241
2019-04-01 834.6967266991180
2019-05-01 835.3739830009700
2019-06-01 836.7161505057840
2019-07-01 837.4300604058329
2019-08-01 838.5487418540649
2019-09-01 838.1541467521680
2019-10-01 838.2833535679409
2019-11-01 843.0307462185091
2019-12-01 844.3295303489481
2020-01-01 845.7519795300570
2020-02-01 847.7595600670890
2020-03-01 835.4083592832790
2020-04-01 690.6073501999541
2020-05-01 704.0542245171300
2020-06-01 725.7361533031441
2020-07-01 730.6209108905610
2020-08-01 733.4581817669020
2020-09-01 741.5215808525850
2020-10-01 757.2736763670060
2020-11-01 760.8558216058670
2020-12-01 755.4269405429030
2021-01-01 751.1319948803580
2021-02-01 762.2389267842690
2021-03-01 766.8093471020030
2021-04-01 778.6057878542571
2021-05-01 782.8547624055380
2021-06-01 785.7471941130949
2021-07-01 793.8411639697850
2021-08-01 794.4308049567791
2021-09-01 794.7675133365370
2021-10-01 809.1401532277120
2021-11-01 813.2576057579350
2021-12-01 815.3222601701241
2022-01-01 815.9731916080070
2022-02-01 823.0411051897370
2022-03-01 824.5748452313729
2022-04-01 822.5524530942620
2022-05-01 822.6023581607950
2022-06-01 824.0157348018649
2022-07-01 824.2857061731489
2022-08-01 826.4107594779800
2022-09-01 827.2125937707871
2022-10-01 827.7037778027630
2022-11-01 827.0511479076550
2022-12-01 826.6135390097211
2023-01-01 825.4411334835539
2023-02-01 826.9642828042840
2023-03-01 826.9201031559579
2023-04-01 829.3106875375701
2023-05-01 829.9842379652589
2023-06-01 832.5411599671660
2023-07-01 831.3244956167861
2023-08-01 834.2513626822031
2023-09-01 836.3077850129190
2023-10-01 835.7988592551151
2023-11-01 835.6435829055700
2023-12-01 835.5770853459120
2024-01-01 840.0241192455791
2024-02-01 836.6786967981641
2024-03-01 836.2528756664730
2024-04-01 837.6034014138049
2024-05-01 837.9114708583211
2024-06-01 836.2436593258920
2024-07-01 838.0010971435299
2024-08-01 835.8620487885511
2024-09-01 833.3554550896359
2024-10-01 836.7677722732130
2024-11-01 837.9672269841569
2024-12-01 839.7103973905389
2025-01-01 839.8483507055071
2025-02-01 837.8943398789039
2025-03-01 837.6905579028050
2025-04-01 835.9333431807150
2025-05-01 835.3670196837640
2025-06-01 835.1023580303031
2025-07-01 834.5055789908050
2025-08-01 834.1578312466570

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