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 2024-11-01
Last Updated 2024-12-21 6:02 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
1990-01-01 549.6174858214231
1990-02-01 549.7672918008290
1990-03-01 551.7386081736889
1990-04-01 553.5490109689300
1990-05-01 553.7127447663370
1990-06-01 558.0874298366130
1990-07-01 564.2353015438321
1990-08-01 564.9241787358110
1990-09-01 565.8936929514041
1990-10-01 569.5578549426770
1990-11-01 570.5569321687470
1990-12-01 571.8603493702900
1991-01-01 573.4311585658920
1991-02-01 573.8757220909549
1991-03-01 572.9262346408190
1991-04-01 572.2257337758250
1991-05-01 570.9502320450811
1991-06-01 570.9755973680840
1991-07-01 569.5312591536380
1991-08-01 569.4819549618541
1991-09-01 568.3567801242871
1991-10-01 568.4943090153420
1991-11-01 569.3181994420510
1991-12-01 567.8682029714760
1992-01-01 566.7628876349380
1992-02-01 566.8245220071150
1992-03-01 567.2482800345550
1992-04-01 569.6322821607330
1992-05-01 568.8138013550350
1992-06-01 565.4624835684200
1992-07-01 567.9178277976470
1992-08-01 567.8085904569530
1992-09-01 568.8711978575330
1992-10-01 568.8644809853209
1992-11-01 568.4041758699150
1992-12-01 568.1571808241080
1993-01-01 575.2673108954090
1993-02-01 574.6484029603290
1993-03-01 574.8011265292890
1993-04-01 575.1040113863700
1993-05-01 575.4620396405610
1993-06-01 576.5487830554150
1993-07-01 576.8665514559610
1993-08-01 576.7855713772070
1993-09-01 575.8879005785510
1993-10-01 576.6090684189090
1993-11-01 576.4277819201710
1993-12-01 578.6866615961151
1994-01-01 578.2503975700330
1994-02-01 579.7937791558120
1994-03-01 582.3059326243530
1994-04-01 579.4827580865700
1994-05-01 578.5110454740980
1994-06-01 577.4433959253020
1994-07-01 577.6989886697460
1994-08-01 577.7784740987989
1994-09-01 579.0649856698940
1994-10-01 578.7902615677200
1994-11-01 580.7140307313830
1994-12-01 581.5777616202739
1995-01-01 583.9944219132890
1995-02-01 586.5957875852820
1995-03-01 588.9382181085370
1995-04-01 589.5856287865889
1995-05-01 589.5040516718241
1995-06-01 592.8711857569790
1995-07-01 594.2625745667170
1995-08-01 597.3073044236810
1995-09-01 599.8720733161310
1995-10-01 594.1459015147731
1995-11-01 596.2012075411770
1995-12-01 596.8791507843570
1996-01-01 597.2809514951450
1996-02-01 596.8522344921990
1996-03-01 597.5356601848800
1996-04-01 598.2682554607991
1996-05-01 600.5986596684310
1996-06-01 603.7122802621120
1996-07-01 605.6442320279000
1996-08-01 606.7267991802700
1996-09-01 606.4329260097870
1996-10-01 610.1583005354370
1996-11-01 614.6335191148470
1996-12-01 614.6712526060360
1997-01-01 616.1386175166220
1997-02-01 617.3695556713510
1997-03-01 621.1829439141190
1997-04-01 625.7335014087951
1997-05-01 628.1459161855290
1997-06-01 629.1938402986490
1997-07-01 631.1268849259179
1997-08-01 631.2548288457460
1997-09-01 633.8996796717320
1997-10-01 635.2415751337910
1997-11-01 636.1181988411789
1997-12-01 638.2646500644989
1998-01-01 639.6157969444600
1998-02-01 642.4252641822329
1998-03-01 644.8060147066830
1998-04-01 645.2901861449840
1998-05-01 646.2511152706700
1998-06-01 648.6589525098410
1998-07-01 647.2362365475450
1998-08-01 651.6010397983130
1998-09-01 653.1396361519410
1998-10-01 654.5664716763259
1998-11-01 656.8392370263510
1998-12-01 658.0919600156060
1999-01-01 660.6229620230500
1999-02-01 662.2738722526850
1999-03-01 664.1382497976800
1999-04-01 665.3615633697441
1999-05-01 667.3054934143090
1999-06-01 667.0577680803440
1999-07-01 670.9859886740870
1999-08-01 673.8372927353180
1999-09-01 674.4092215356270
1999-10-01 676.3740372392900
1999-11-01 676.3711540591810
1999-12-01 678.9857861333190
2000-01-01 680.0275352991430
2000-02-01 681.1851076040590
2000-03-01 683.7358674901420
2000-04-01 690.0013174646650
2000-05-01 689.8406927102170
2000-06-01 692.3605990545690
2000-07-01 693.4549703838920
2000-08-01 694.8637344717040
2000-09-01 696.8375024134990
2000-10-01 697.4701949328701
2000-11-01 699.9218883450430
2000-12-01 701.6302738223400
2001-01-01 704.4521439492329
2001-02-01 703.8785680705240
2001-03-01 705.8505481889439
2001-04-01 702.1944725705110
2001-05-01 700.8239033807400
2001-06-01 701.1090007762720
2001-07-01 701.0056230140331
2001-08-01 699.8078271798100
2001-09-01 698.1251350126970
2001-10-01 696.6943454303771
2001-11-01 694.3020969301350
2001-12-01 692.9079652940030
2002-01-01 695.1170822561620
2002-02-01 695.1520884801530
2002-03-01 697.2632566235429
2002-04-01 691.8075659882590
2002-05-01 692.4953209328580
2002-06-01 692.4109229961650
2002-07-01 692.9832455857790
2002-08-01 693.2969880264350
2002-09-01 693.6606607777139
2002-10-01 693.8550597278110
2002-11-01 694.9416478856970
2002-12-01 693.6105683905770
2003-01-01 692.7672979270660
2003-02-01 692.7213205125810
2003-03-01 692.2032960563200
2003-04-01 690.8777764505780
2003-05-01 690.2074556476840
2003-06-01 689.8382586263001
2003-07-01 689.2711170799879
2003-08-01 689.3187492339820
2003-09-01 688.8743403490089
2003-10-01 688.8873580149640
2003-11-01 689.7222200976370
2003-12-01 688.2462713434711
2004-01-01 685.7560033751080
2004-02-01 686.2237609276370
2004-03-01 687.6187556624010
2004-04-01 690.8616227896770
2004-05-01 691.1744525538029
2004-06-01 691.7995248522530
2004-07-01 691.1318781963400
2004-08-01 690.7902907461490
2004-09-01 690.8948410445270
2004-10-01 693.4806292227090
2004-11-01 694.0878797241000
2004-12-01 695.3371517344390
2005-01-01 696.2826247254441
2005-02-01 696.4362080618890
2005-03-01 697.0191845281230
2005-04-01 699.2026261173379
2005-05-01 698.0329970077480
2005-06-01 697.7845867178461
2005-07-01 699.0837972870340
2005-08-01 700.8235841263271
2005-09-01 702.9080283211690
2005-10-01 702.5241172175820
2005-11-01 703.6399692385780
2005-12-01 705.1217693347639
2006-01-01 707.2402396271220
2006-02-01 708.5582150242909
2006-03-01 709.9735212505079
2006-04-01 711.1735613651590
2006-05-01 712.8975550188691
2006-06-01 714.8357983137670
2006-07-01 714.4522158276490
2006-08-01 714.7698481241970
2006-09-01 713.9642501174890
2006-10-01 712.1508960464010
2006-11-01 712.8314350061830
2006-12-01 712.6371652586160
2007-01-01 712.8972622210400
2007-02-01 714.5862884942740
2007-03-01 717.9197148055090
2007-04-01 714.0901736315441
2007-05-01 715.5244300684280
2007-06-01 716.1779047517090
2007-07-01 717.6767810042810
2007-08-01 717.8563805787421
2007-09-01 716.7447683154250
2007-10-01 723.4396331395101
2007-11-01 726.0239994702431
2007-12-01 724.9583414590620
2008-01-01 725.4694844783791
2008-02-01 726.1797942331019
2008-03-01 725.2231429628630
2008-04-01 724.5849129188290
2008-05-01 723.2823130372860
2008-06-01 721.7777937419031
2008-07-01 721.5176823204480
2008-08-01 720.3719622693990
2008-09-01 717.2094907528150
2008-10-01 713.1570243622310
2008-11-01 709.7388986890641
2008-12-01 706.3663671982620
2009-01-01 703.5716349856490
2009-02-01 697.6529824346790
2009-03-01 693.3788657357580
2009-04-01 688.7161142229551
2009-05-01 686.3856091842270
2009-06-01 683.5086767431089
2009-07-01 679.9631219802170
2009-08-01 679.0692165180091
2009-09-01 677.4916353816800
2009-10-01 678.6377305686060
2009-11-01 678.2708948710650
2009-12-01 678.4034391140050
2010-01-01 677.1645975378360
2010-02-01 676.6928857508650
2010-03-01 677.7923833390670
2010-04-01 678.2443626337810
2010-05-01 678.6842133108670
2010-06-01 679.6308256526820
2010-07-01 680.1207071117390
2010-08-01 679.1599966186441
2010-09-01 680.1109664363520
2010-10-01 680.2286592510881
2010-11-01 680.9883007239510
2010-12-01 680.3884652102661
2011-01-01 681.5130752045060
2011-02-01 682.2488357373320
2011-03-01 683.6541132332660
2011-04-01 686.3353589928611
2011-05-01 685.9092273177330
2011-06-01 687.1140351679910
2011-07-01 690.0574905578960
2011-08-01 691.2415520497211
2011-09-01 694.5528334976151
2011-10-01 693.8076825978760
2011-11-01 694.7285179899260
2011-12-01 695.6407178862280
2012-01-01 701.8095850776109
2012-02-01 702.1655870746530
2012-03-01 704.9112056997579
2012-04-01 708.6779296705190
2012-05-01 710.9296182816740
2012-06-01 713.3685064379090
2012-07-01 713.9484577744521
2012-08-01 716.4715908147060
2012-09-01 718.9375758617010
2012-10-01 720.9029398692680
2012-11-01 723.5411439025340
2012-12-01 725.8315996845309
2013-01-01 728.2571414927721
2013-02-01 730.4865605904961
2013-03-01 730.9785186156461
2013-04-01 732.0889619530850
2013-05-01 733.9523968774410
2013-06-01 734.2151778371460
2013-07-01 735.6167728558920
2013-08-01 738.0997355787470
2013-09-01 740.0413707252560
2013-10-01 742.4069690791600
2013-11-01 744.0023317480720
2013-12-01 745.2121401606739
2014-01-01 745.5386968464650
2014-02-01 747.5221297246160
2014-03-01 749.3533818071201
2014-04-01 750.4036349161020
2014-05-01 752.4463699308060
2014-06-01 753.5196035252341
2014-07-01 751.5426073022960
2014-08-01 755.2219319530581
2014-09-01 756.1103125103610
2014-10-01 756.1634933288690
2014-11-01 759.9563838716499
2014-12-01 761.0034750442841
2015-01-01 764.6492146907410
2015-02-01 766.3741884072070
2015-03-01 768.6170269533840
2015-04-01 771.5625131867031
2015-05-01 772.9499838649050
2015-06-01 773.5674035404910
2015-07-01 778.5369164831050
2015-08-01 780.1349399841440
2015-09-01 781.8101829293480
2015-10-01 784.3562066330270
2015-11-01 785.7538101202560
2015-12-01 788.8345604892670
2016-01-01 790.4874667532590
2016-02-01 792.5268892378309
2016-03-01 791.2312992287891
2016-04-01 798.9551239967270
2016-05-01 798.0095616849590
2016-06-01 797.2872863457730
2016-07-01 804.0314876041440
2016-08-01 804.7049620612950
2016-09-01 807.1323717913850
2016-10-01 809.0710085624890
2016-11-01 810.5906621679910
2016-12-01 811.0882967063790
2017-01-01 812.6574909063170
2017-02-01 813.8286068109810
2017-03-01 816.3280667578580
2017-04-01 816.4534116933760
2017-05-01 817.7113979042490
2017-06-01 819.5839207177000
2017-07-01 819.3908265561300
2017-08-01 819.6713628179140
2017-09-01 821.1274059797189
2017-10-01 822.0956187692731
2017-11-01 821.8996911537511
2017-12-01 823.5202036441750
2018-01-01 824.4324345638280
2018-02-01 825.9328768468600
2018-03-01 827.3062104427139
2018-04-01 827.9712611402709
2018-05-01 828.7473431682640
2018-06-01 829.7028183759711
2018-07-01 830.2704952816580
2018-08-01 832.1510371986810
2018-09-01 832.1684785399989
2018-10-01 832.0913771232581
2018-11-01 832.6844252486960
2018-12-01 833.5284812508050
2019-01-01 834.5601500094450
2019-02-01 835.5124625849479
2019-03-01 835.7008063835960
2019-04-01 834.7146547597590
2019-05-01 835.3770145617320
2019-06-01 836.3608939539321
2019-07-01 837.4136323728950
2019-08-01 838.5953433057671
2019-09-01 837.9295180380300
2019-10-01 838.2499361185471
2019-11-01 842.8300217330870
2019-12-01 844.2098842826871
2020-01-01 845.9075625740089
2020-02-01 848.4270350791060
2020-03-01 835.7883725819420
2020-04-01 690.5150312336820
2020-05-01 704.0050108729340
2020-06-01 725.3184805219400
2020-07-01 730.6007393387070
2020-08-01 733.5398388081239
2020-09-01 741.2377580930700
2020-10-01 759.4533791802960
2020-11-01 763.1928670940880
2020-12-01 757.8135484794430
2021-01-01 753.9454887694030
2021-02-01 765.6751540393319
2021-03-01 769.7609362218090
2021-04-01 780.5231329780651
2021-05-01 784.8884527328990
2021-06-01 787.3410212566471
2021-07-01 796.1502763287610
2021-08-01 796.8549905949920
2021-09-01 797.0183406855690
2021-10-01 811.6169189405440
2021-11-01 815.7740500643060
2021-12-01 818.0637686032820
2022-01-01 819.2636646096240
2022-02-01 827.5359530447160
2022-03-01 828.5920816662151
2022-04-01 825.5135675854370
2022-05-01 825.5650350757900
2022-06-01 826.5423658873191
2022-07-01 827.9495870102580
2022-08-01 830.0853948893970
2022-09-01 830.9640534477000
2022-10-01 831.0620216828861
2022-11-01 830.8086651875860
2022-12-01 830.8942122822610
2023-01-01 830.2924515591500
2023-02-01 832.2887988186279
2023-03-01 831.7924802580130
2023-04-01 834.3079137960770
2023-05-01 834.5628445774350
2023-06-01 835.5646155820571
2023-07-01 835.1223515142940
2023-08-01 835.8942263883121
2023-09-01 837.4863888107781
2023-10-01 839.7186212199430
2023-11-01 840.3931915562131
2023-12-01 841.9190981847811
2024-01-01 844.5046883981140
2024-02-01 843.1214414856470
2024-03-01 843.9805678864259
2024-04-01 844.4543178706680
2024-05-01 846.2905727839320
2024-06-01 847.1045274776019
2024-07-01 847.7857150645200
2024-08-01 848.1234168502200
2024-09-01 848.9479125697290
2024-10-01 849.2740385138040
2024-11-01 850.4384557951790

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