Federal Reserve Economic Data

Table Data - All Employees: Private Service Providing in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Private Service Providing in Oakland-Hayward-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 2024-12-01
Last Updated 2025-01-29 6:20 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
1990-01-01 549.6173650275860
1990-02-01 549.7671346087480
1990-03-01 551.7384557732230
1990-04-01 553.5489258747520
1990-05-01 553.7126722244070
1990-06-01 558.0873952742430
1990-07-01 564.2352632268170
1990-08-01 564.9242302609140
1990-09-01 565.8938198981830
1990-10-01 569.5579652607560
1990-11-01 570.5571529689240
1990-12-01 571.8605705883899
1991-01-01 573.4309713615100
1991-02-01 573.8755365192230
1991-03-01 572.9260737002920
1991-04-01 572.2256571504520
1991-05-01 570.9501527434210
1991-06-01 570.9755562664610
1991-07-01 569.5312273982490
1991-08-01 569.4820029708730
1991-09-01 568.3568950360820
1991-10-01 568.4944342402649
1991-11-01 569.3184315061239
1991-12-01 567.8685314787190
1992-01-01 566.7626283865150
1992-02-01 566.8243065665530
1992-03-01 567.2481165649269
1992-04-01 569.6322115679600
1992-05-01 568.8137138825840
1992-06-01 565.4624358064090
1992-07-01 567.9177976680330
1992-08-01 567.8086238994690
1992-09-01 568.8712877548751
1992-10-01 568.8646133472270
1992-11-01 568.4044150344540
1992-12-01 568.1576248386270
1993-01-01 575.2669803003180
1993-02-01 574.6481726301260
1993-03-01 574.8009856556259
1993-04-01 575.1039382627110
1993-05-01 575.4619621754400
1993-06-01 576.5487377784260
1993-07-01 576.8665200986580
1993-08-01 576.7855561697530
1993-09-01 575.8879024385530
1993-10-01 576.6092462689389
1993-11-01 576.4279942378140
1993-12-01 578.6870784142230
1994-01-01 578.2501714237110
1994-02-01 579.7936034230211
1994-03-01 582.3058264778510
1994-04-01 579.4826855168280
1994-05-01 578.5109832076630
1994-06-01 577.4433477404721
1994-07-01 577.6989424266230
1994-08-01 577.7784140203860
1994-09-01 579.0648537030300
1994-10-01 578.7904752367670
1994-11-01 580.7142306393670
1994-12-01 581.5780603796779
1995-01-01 583.9943396199300
1995-02-01 586.5956895306749
1995-03-01 588.9381631595050
1995-04-01 589.5855697554290
1995-05-01 589.5040099171290
1995-06-01 592.8711358539490
1995-07-01 594.2625169018000
1995-08-01 597.3072062967080
1995-09-01 599.8718050984310
1995-10-01 594.1461529271411
1995-11-01 596.2013876742010
1995-12-01 596.8793161132230
1996-01-01 597.2810042905201
1996-02-01 596.8522023641090
1996-03-01 597.5356400238370
1996-04-01 598.2682184118500
1996-05-01 600.5986288796130
1996-06-01 603.7122160538370
1996-07-01 605.6441666424350
1996-08-01 606.7267271275730
1996-09-01 606.4326557212011
1996-10-01 610.1584888277790
1996-11-01 614.6336721600701
1996-12-01 614.6713616561510
1997-01-01 616.1386967531980
1997-02-01 617.3695386528100
1997-03-01 621.1829489261830
1997-04-01 625.7334857376330
1997-05-01 628.1458999933470
1997-06-01 629.1937676246860
1997-07-01 631.1268259150710
1997-08-01 631.2547798189410
1997-09-01 633.8995052777130
1997-10-01 635.2416783091720
1997-11-01 636.1183020784770
1997-12-01 638.2647245992749
1998-01-01 639.6158600067070
1998-02-01 642.4252561431490
1998-03-01 644.8060220239480
1998-04-01 645.2901806616640
1998-05-01 646.2511124363620
1998-06-01 648.6588758748860
1998-07-01 647.2361930411920
1998-08-01 651.6010251205200
1998-09-01 653.1395797422911
1998-10-01 654.5664946657361
1998-11-01 656.8392968897181
1998-12-01 658.0920004858430
1999-01-01 660.6229986234820
1999-02-01 662.2738674543870
1999-03-01 664.1382553836510
1999-04-01 665.3615625548650
1999-05-01 667.3054960873760
1999-06-01 667.0577075257640
1999-07-01 670.9859666322110
1999-08-01 673.8372781080950
1999-09-01 674.4092201039150
1999-10-01 676.3740410749500
1999-11-01 676.3711963410450
1999-12-01 678.9857977281240
2000-01-01 680.0275491062700
2000-02-01 681.1851101627070
2000-03-01 683.7358674408609
2000-04-01 690.0013148030650
2000-05-01 689.8406931277820
2000-06-01 692.3605632256191
2000-07-01 693.4549606664290
2000-08-01 694.8637281928350
2000-09-01 696.8375058721989
2000-10-01 697.4701988879890
2000-11-01 699.9219164045751
2000-12-01 701.6302751549119
2001-01-01 704.4521490680460
2001-02-01 703.8785680948720
2001-03-01 705.8505475076780
2001-04-01 702.1944690547591
2001-05-01 700.8238995236600
2001-06-01 701.1089877076760
2001-07-01 701.0056204288050
2001-08-01 699.8078217472071
2001-09-01 698.1251369678439
2001-10-01 696.6943487372200
2001-11-01 694.3021141757030
2001-12-01 692.9079633260960
2002-01-01 695.1170850276629
2002-02-01 695.1520878353090
2002-03-01 697.2632551550870
2002-04-01 691.8075621507220
2002-05-01 692.4953180968750
2002-06-01 692.4109207673010
2002-07-01 692.9832434775860
2002-08-01 693.2969871197411
2002-09-01 693.6606615917150
2002-10-01 693.8550617383211
2002-11-01 694.9416541469501
2002-12-01 693.6105673619950
2003-01-01 692.7672996888789
2003-02-01 692.7213198796610
2003-03-01 692.2032949283360
2003-04-01 690.8777741201770
2003-05-01 690.2074546530540
2003-06-01 689.8382582076790
2003-07-01 689.2711168261380
2003-08-01 689.3187492266620
2003-09-01 688.8743405428729
2003-10-01 688.8873583543291
2003-11-01 689.7222232904511
2003-12-01 688.2462703313610
2004-01-01 685.7560038814980
2004-02-01 686.2237608534490
2004-03-01 687.6187553477330
2004-04-01 690.8616210957989
2004-05-01 691.1744524511260
2004-06-01 691.7995248826179
2004-07-01 691.1318782332480
2004-08-01 690.7902908393570
2004-09-01 690.8948411305570
2004-10-01 693.4806292000380
2004-11-01 694.0878808590010
2004-12-01 695.3371515823810
2005-01-01 696.2826249430209
2005-02-01 696.4362080346890
2005-03-01 697.0191844238620
2005-04-01 699.2026252479191
2005-05-01 698.0329969668740
2005-06-01 697.7845867438690
2005-07-01 699.0837973008099
2005-08-01 700.8235841556520
2005-09-01 702.9080283401590
2005-10-01 702.5241171959900
2005-11-01 703.6399695294390
2005-12-01 705.1217694554781
2006-01-01 707.2402398926890
2006-02-01 708.5582150721069
2006-03-01 709.9735211896859
2006-04-01 711.1735609414729
2006-05-01 712.8975549768860
2006-06-01 714.8357983020390
2006-07-01 714.4522158204420
2006-08-01 714.7698480950121
2006-09-01 713.9642500375270
2006-10-01 712.1508958604469
2006-11-01 712.8314350389380
2006-12-01 712.6371652640751
2007-01-01 712.8972631367020
2007-02-01 714.5862883923120
2007-03-01 717.9197146906979
2007-04-01 714.0901735580479
2007-05-01 715.5244300003430
2007-06-01 716.1779046443280
2007-07-01 717.6767808898891
2007-08-01 717.8563804120090
2007-09-01 716.7447680637870
2007-10-01 723.4396327944670
2007-11-01 726.0239994858730
2007-12-01 724.9583414954990
2008-01-01 725.4694864574820
2008-02-01 726.1797937000490
2008-03-01 725.2231429166470
2008-04-01 724.5849128366079
2008-05-01 723.2823129544940
2008-06-01 721.7777935072830
2008-07-01 721.5176820147720
2008-08-01 720.3719618052220
2008-09-01 717.2094902135651
2008-10-01 713.1570239396880
2008-11-01 709.7388987892100
2008-12-01 706.3663675313060
2009-01-01 703.5716381849910
2009-02-01 697.6529816342301
2009-03-01 693.3788657114960
2009-04-01 688.7161138957171
2009-05-01 686.3856090244020
2009-06-01 683.5086763685370
2009-07-01 679.9631213121730
2009-08-01 679.0692156516280
2009-09-01 677.4916346095130
2009-10-01 678.6377297758760
2009-11-01 678.2708943646280
2009-12-01 678.4034414220330
2010-01-01 677.1646030750090
2010-02-01 676.6928841884260
2010-03-01 677.7923829546190
2010-04-01 678.2443617067640
2010-05-01 678.6842123577350
2010-06-01 679.6308242101001
2010-07-01 680.1207055237700
2010-08-01 679.1599953921790
2010-09-01 680.1109659668290
2010-10-01 680.2286589045420
2010-11-01 680.9883004204950
2010-12-01 680.3884701153950
2011-01-01 681.5130837047129
2011-02-01 682.2488353005690
2011-03-01 683.6541130842710
2011-04-01 686.3353564023349
2011-05-01 685.9092227008030
2011-06-01 687.1140284619800
2011-07-01 690.0574846478329
2011-08-01 691.2415498754020
2011-09-01 694.5528356423159
2011-10-01 693.8076863214660
2011-11-01 694.7285218130099
2011-12-01 695.6407294782739
2012-01-01 701.8095994284060
2012-02-01 702.1655903683350
2012-03-01 704.9112075316360
2012-04-01 708.6779209069749
2012-05-01 710.9295983864121
2012-06-01 713.3684820090750
2012-07-01 713.9484467640460
2012-08-01 716.4715785503170
2012-09-01 718.9375729586591
2012-10-01 720.9029937618069
2012-11-01 723.5411518942280
2012-12-01 725.8316216809261
2013-01-01 728.2571657424969
2013-02-01 730.4865693164650
2013-03-01 730.9785162147080
2013-04-01 732.0889449046030
2013-05-01 733.9523700174050
2013-06-01 734.2150549752800
2013-07-01 735.6167732730880
2013-08-01 738.0997244879790
2013-09-01 740.0413735028461
2013-10-01 742.4070908658070
2013-11-01 744.0023612597990
2013-12-01 745.2121864165830
2014-01-01 745.5387431350730
2014-02-01 747.5221563090911
2014-03-01 749.3533318105590
2014-04-01 750.4035784203090
2014-05-01 752.4463717439281
2014-06-01 753.5193024835440
2014-07-01 751.5426401966060
2014-08-01 755.2219376149279
2014-09-01 756.1103351935530
2014-10-01 756.1636986846130
2014-11-01 759.9564400231180
2014-12-01 761.0035605890820
2015-01-01 764.6493272727071
2015-02-01 766.3742956965000
2015-03-01 768.6167291735941
2015-04-01 771.5624753828050
2015-05-01 772.9500621576090
2015-06-01 773.5667698501590
2015-07-01 778.5369788607679
2015-08-01 780.1350233861571
2015-09-01 781.8103203111219
2015-10-01 784.3565007843690
2015-11-01 785.7539927944530
2015-12-01 788.8347310218260
2016-01-01 790.4876383584731
2016-02-01 792.5270453970869
2016-03-01 791.2306636894330
2016-04-01 798.9549366964079
2016-05-01 798.0094574270449
2016-06-01 797.2862034160370
2016-07-01 804.0313914653011
2016-08-01 804.7052509666969
2016-09-01 807.1330865574820
2016-10-01 809.0719895444000
2016-11-01 810.5914851865609
2016-12-01 811.0888220023070
2017-01-01 812.6576024267670
2017-02-01 813.8283406349560
2017-03-01 816.3264839809900
2017-04-01 816.4522496100329
2017-05-01 817.7100802707170
2017-06-01 819.5820213158020
2017-07-01 819.3905455455259
2017-08-01 819.6723230015269
2017-09-01 821.1294919211370
2017-10-01 822.1008494242419
2017-11-01 821.9017295379559
2017-12-01 823.5211750446840
2018-01-01 824.4317286036910
2018-02-01 825.9305592442270
2018-03-01 827.3021933014110
2018-04-01 827.9671591663390
2018-05-01 828.7436174556230
2018-06-01 829.6998483894740
2018-07-01 830.2703476715300
2018-08-01 832.1531451841311
2018-09-01 832.1753484704280
2018-10-01 832.1034969091149
2018-11-01 832.6918241237770
2018-12-01 833.5270069275759
2019-01-01 834.5572078669051
2019-02-01 835.5090390069650
2019-03-01 835.6902855211940
2019-04-01 834.7003026970351
2019-05-01 835.3753190134661
2019-06-01 836.3550521868120
2019-07-01 837.4155859018940
2019-08-01 838.5989409308870
2019-09-01 837.9480603448480
2019-10-01 838.2686362282519
2019-11-01 842.8426671615350
2019-12-01 844.2069687263190
2020-01-01 845.8993413182840
2020-02-01 848.4231690425260
2020-03-01 835.7614568565469
2020-04-01 690.4974335143650
2020-05-01 704.0067170436309
2020-06-01 725.3112330055310
2020-07-01 730.6047823454130
2020-08-01 733.5461816664259
2020-09-01 741.2675014231800
2020-10-01 759.4742378912760
2020-11-01 763.2107580937130
2020-12-01 757.8090263188581
2021-01-01 753.9313069443739
2021-02-01 765.6690483619190
2021-03-01 769.7196234507900
2021-04-01 780.4969136178640
2021-05-01 784.8938679647150
2021-06-01 787.3309571995520
2021-07-01 796.1579475075000
2021-08-01 796.8688541612289
2021-09-01 797.0647180964639
2021-10-01 811.6463165334570
2021-11-01 815.7991542819070
2021-12-01 818.0670039026759
2022-01-01 819.2227754773640
2022-02-01 827.5214887654620
2022-03-01 828.5332452863721
2022-04-01 825.4898335062950
2022-05-01 825.5623056546491
2022-06-01 826.5327386538099
2022-07-01 827.9609409661971
2022-08-01 830.1086620355769
2022-09-01 831.0154897559199
2022-10-01 831.1087975681239
2022-11-01 830.8872351889930
2022-12-01 830.8707481622150
2023-01-01 830.2143392546781
2023-02-01 832.2672502285870
2023-03-01 831.7343005134760
2023-04-01 834.2747785187850
2023-05-01 834.5458841789850
2023-06-01 835.5539321330360
2023-07-01 835.1366353725929
2023-08-01 835.9247637075380
2023-09-01 837.5407858258369
2023-10-01 839.7931126581820
2023-11-01 840.5720596920779
2023-12-01 841.8192509397510
2024-01-01 844.3811170918190
2024-02-01 843.0996736840281
2024-03-01 843.9255529605980
2024-04-01 844.4117099441280
2024-05-01 846.2605937752580
2024-06-01 847.0950980181731
2024-07-01 847.8045883450520
2024-08-01 848.1587903761630
2024-09-01 849.0036682230600
2024-10-01 849.3771700057471
2024-11-01 850.5489761446139
2024-12-01 852.1183637974420

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