Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Professional and Business Services: Computer Systems Design and Related Services in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360846054150001SA
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 2024-09-01
Last Updated 2024-10-23 5:40 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 4.8055474503177100
1990-02-01 4.9107546537001900
1990-03-01 4.9540471237508800
1990-04-01 4.9761446075830090
1990-05-01 5.0987864712702100
1990-06-01 5.1542368127686204
1990-07-01 5.0858652690118300
1990-08-01 5.1495614922391500
1990-09-01 5.2330619125340805
1990-10-01 5.3195857809365600
1990-11-01 5.3652804334058200
1990-12-01 5.3452304323857500
1991-01-01 5.6056548547271206
1991-02-01 5.9128099135234700
1991-03-01 5.9542932254423700
1991-04-01 6.4725852168070310
1991-05-01 6.3032015538189990
1991-06-01 6.3544469060533800
1991-07-01 6.4887324371480190
1991-08-01 6.5491286793465590
1991-09-01 6.5352426841831600
1991-10-01 6.4156687829289405
1991-11-01 6.4607911530340400
1991-12-01 6.4313778911266795
1992-01-01 6.5151829728435200
1992-02-01 6.3181937416964900
1992-03-01 6.4561734152499195
1992-04-01 6.4668773080696700
1992-05-01 6.4133244025898400
1992-06-01 6.3625870444833300
1992-07-01 6.7829775047688500
1992-08-01 6.5487314588522810
1992-09-01 6.6364700206027810
1992-10-01 6.7136228543168400
1992-11-01 6.7391775788533400
1992-12-01 6.7062695461942990
1993-01-01 6.8422717230974600
1993-02-01 6.7374433682953900
1993-03-01 6.8603525041029405
1993-04-01 6.4645214534241100
1993-05-01 6.5173285340444300
1993-06-01 6.5629218030756510
1993-07-01 6.1821324322904200
1993-08-01 6.4473527597348900
1993-09-01 6.4401521762888490
1993-10-01 6.6008977301285100
1993-11-01 6.6094588571975010
1993-12-01 6.6776492488198690
1994-01-01 6.7831397011110806
1994-02-01 6.8556732354702700
1994-03-01 6.9826134259845700
1994-04-01 7.1645343369584200
1994-05-01 7.1114561550157090
1994-06-01 7.1588714050654400
1994-07-01 7.1783373570626200
1994-08-01 7.2421235137666200
1994-09-01 7.2497904614727300
1994-10-01 7.1856506033667300
1994-11-01 7.1753846285700500
1994-12-01 7.3448134757426700
1995-01-01 7.3271996949049010
1995-02-01 7.4824438303333400
1995-03-01 7.6181982910567400
1995-04-01 7.1594686830656690
1995-05-01 7.3928999234758700
1995-06-01 7.4486996823493900
1995-07-01 7.6824032603586790
1995-08-01 7.6368794147369800
1995-09-01 7.7658980083508490
1995-10-01 7.6615453704745300
1995-11-01 7.8484182803035790
1995-12-01 7.8155071334899500
1996-01-01 7.6630574487053300
1996-02-01 7.8036208312690105
1996-03-01 7.9632930941360590
1996-04-01 7.9518870554205500
1996-05-01 8.2667640706638000
1996-06-01 8.4401065525050700
1996-07-01 8.3822920620125600
1996-08-01 8.6386042144064490
1996-09-01 8.7914905042097200
1996-10-01 9.1440312715766000
1996-11-01 9.2198342926352780
1996-12-01 9.1944884861512880
1997-01-01 9.5739675042489100
1997-02-01 9.8266748152101900
1997-03-01 9.9927124357650100
1997-04-01 10.5546658344130990
1997-05-01 10.6384475251074000
1997-06-01 10.8243859128954000
1997-07-01 11.3968599163917000
1997-08-01 11.5478417460477000
1997-09-01 11.4335953021389010
1997-10-01 11.5232281399305980
1997-11-01 11.6911239602947000
1997-12-01 11.9826896759030020
1998-01-01 12.1600826792033000
1998-02-01 12.2305286812148000
1998-03-01 12.3158478283266000
1998-04-01 12.4566062758294010
1998-05-01 12.5237929507519000
1998-06-01 12.6145386037652000
1998-07-01 12.8100913281107000
1998-08-01 12.9625063840008000
1998-09-01 13.1891350867834000
1998-10-01 13.4059246327502000
1998-11-01 13.4676889125648000
1998-12-01 13.5704589251183000
1999-01-01 13.3338806546514000
1999-02-01 13.7157772351138010
1999-03-01 13.9157759856501980
1999-04-01 14.1724614253330990
1999-05-01 14.4229352837168000
1999-06-01 14.6083192639288000
1999-07-01 14.7283156836001000
1999-08-01 14.8826554346004020
1999-09-01 15.1376427682874990
1999-10-01 15.3935054367672000
1999-11-01 15.6507634861749000
1999-12-01 15.7515193479230000
2000-01-01 16.3165899283969000
2000-02-01 16.5830585946718000
2000-03-01 16.9980524892862000
2000-04-01 17.1927570631871980
2000-05-01 17.6381153856883000
2000-06-01 18.1140635898821000
2000-07-01 18.2313029291516030
2000-08-01 18.6005148623111970
2000-09-01 18.7728070044647000
2000-10-01 18.9949067437761020
2000-11-01 19.3424144239320000
2000-12-01 19.4387024067258000
2001-01-01 19.8116475293208970
2001-02-01 19.5392964713879000
2001-03-01 19.3565513958294000
2001-04-01 19.4229642483438030
2001-05-01 19.0612303534575000
2001-06-01 18.6227244747939980
2001-07-01 17.7303595612118020
2001-08-01 17.5131818423553000
2001-09-01 17.1847844723326000
2001-10-01 17.1018446162324000
2001-11-01 16.7463432281779000
2001-12-01 16.8353744022502000
2002-01-01 16.2173481560138020
2002-02-01 15.9983927098319000
2002-03-01 15.8229680655337000
2002-04-01 15.6289643767763020
2002-05-01 15.6816353581363010
2002-06-01 15.6381018391207000
2002-07-01 15.5233503292726000
2002-08-01 15.4139582536755000
2002-09-01 15.4790875116420010
2002-10-01 15.4133209530836980
2002-11-01 15.3700669608844000
2002-12-01 15.3514388588773020
2003-01-01 15.1214624544411000
2003-02-01 15.0685759741873000
2003-03-01 15.1892017575802000
2003-04-01 14.8287755006967000
2003-05-01 14.7900475199787000
2003-06-01 14.7431390912895020
2003-07-01 14.8212958893721980
2003-08-01 14.8171270638013010
2003-09-01 14.7584972482134000
2003-10-01 14.8182860543746990
2003-11-01 14.9969031017020990
2003-12-01 14.9778636643766000
2004-01-01 15.6295824792003020
2004-02-01 15.6598294933075000
2004-03-01 15.7646879085700020
2004-04-01 15.8204658205671010
2004-05-01 15.6890841417449990
2004-06-01 15.7336861291357000
2004-07-01 16.0181191155099000
2004-08-01 16.0152117647159000
2004-09-01 16.1446717127826000
2004-10-01 15.8187383561260990
2004-11-01 16.0125799651068980
2004-12-01 16.2184109205131970
2005-01-01 15.9327014660688010
2005-02-01 15.8700330707188000
2005-03-01 15.8481641133324000
2005-04-01 15.9132124677612000
2005-05-01 15.9830377667854000
2005-06-01 15.9219554920175010
2005-07-01 15.8130116590901990
2005-08-01 15.9077691332826000
2005-09-01 15.9345714798249000
2005-10-01 15.8107004333313000
2005-11-01 15.8121942329813000
2005-12-01 15.8524837045718000
2006-01-01 16.0365951527404000
2006-02-01 16.0970476167047000
2006-03-01 16.1546301306803000
2006-04-01 16.2053378006515000
2006-05-01 16.2725110489598000
2006-06-01 16.3105843177546000
2006-07-01 16.1001671017446000
2006-08-01 16.1946124723494000
2006-09-01 16.2403869223651970
2006-10-01 16.3935909356865000
2006-11-01 16.3967076728334000
2006-12-01 16.4804436991058020
2007-01-01 16.5411107647798020
2007-02-01 16.6292811419105000
2007-03-01 16.6748918878775000
2007-04-01 16.6019891229100980
2007-05-01 16.5633044488177000
2007-06-01 16.7048673838342000
2007-07-01 16.6782749132355000
2007-08-01 16.5839810079192000
2007-09-01 16.5482634674135000
2007-10-01 16.5728216232594000
2007-11-01 16.6781618265301000
2007-12-01 16.7898964121432000
2008-01-01 16.4500237805835000
2008-02-01 16.5572068377933000
2008-03-01 16.7024236887175020
2008-04-01 16.7988935728999000
2008-05-01 16.9627400683043000
2008-06-01 17.0131206150428000
2008-07-01 17.2415846224377000
2008-08-01 17.4727675178478000
2008-09-01 17.5606472784669000
2008-10-01 17.5675167878214000
2008-11-01 17.5556548900914000
2008-12-01 17.5900894361891000
2009-01-01 17.8479610544626000
2009-02-01 17.5741032963785000
2009-03-01 17.3394413649760000
2009-04-01 15.7833505473654010
2009-05-01 15.9674748561556000
2009-06-01 15.9459968196875000
2009-07-01 15.9010503997313000
2009-08-01 15.8649173900115980
2009-09-01 15.8652282806422000
2009-10-01 16.0699573332571000
2009-11-01 16.1405548613395000
2009-12-01 16.1819311811232000
2010-01-01 16.2327809022184000
2010-02-01 16.3752550079885000
2010-03-01 16.4779269929045000
2010-04-01 16.5747881289002000
2010-05-01 16.5686254111100020
2010-06-01 16.6938214819698000
2010-07-01 16.6681471810527000
2010-08-01 16.6547866420134000
2010-09-01 16.9736349326400000
2010-10-01 16.5769123026610000
2010-11-01 16.4195405836136000
2010-12-01 16.4726814018014000
2011-01-01 16.4072713051013000
2011-02-01 16.4738749344852000
2011-03-01 16.5119294149489980
2011-04-01 16.5727552588046000
2011-05-01 16.5716197163214000
2011-06-01 16.6466770030139000
2011-07-01 16.7408263732236970
2011-08-01 16.8424533617588030
2011-09-01 16.9779922646150000
2011-10-01 16.9714766107811000
2011-11-01 16.9989523262934980
2011-12-01 17.3670503573274000
2012-01-01 17.5815928703932000
2012-02-01 17.6740870794373000
2012-03-01 17.7463186471857000
2012-04-01 18.0852552503065000
2012-05-01 18.1806365651088980
2012-06-01 18.3038463585502000
2012-07-01 18.4051762482069000
2012-08-01 18.4146876768524000
2012-09-01 18.5782935516776000
2012-10-01 18.6520044129796000
2012-11-01 18.7762456800227000
2012-12-01 18.8594795518850000
2013-01-01 18.9729297256186980
2013-02-01 19.1012669004628000
2013-03-01 19.0915335141178030
2013-04-01 18.9902543906163960
2013-05-01 19.1869333412167000
2013-06-01 19.2563805849098020
2013-07-01 19.4589172880371030
2013-08-01 19.7713622970328000
2013-09-01 19.8682227587673000
2013-10-01 20.2158031997258970
2013-11-01 20.5705364068454000
2013-12-01 20.9542056667048970
2014-01-01 20.9894485249523970
2014-02-01 21.1393918823061000
2014-03-01 21.4488944868736980
2014-04-01 21.3897142038238960
2014-05-01 21.4815362978840020
2014-06-01 21.7959197262756030
2014-07-01 21.0164440699329980
2014-08-01 21.3118965202351020
2014-09-01 21.5552747244318970
2014-10-01 21.2769182955970000
2014-11-01 21.2760186179641980
2014-12-01 21.1450109708333000
2015-01-01 21.3340773796543000
2015-02-01 21.2891136346869000
2015-03-01 21.2033777962232000
2015-04-01 22.3735657196189000
2015-05-01 22.4672889339349000
2015-06-01 22.6087211073347000
2015-07-01 22.8768956708263000
2015-08-01 22.9648365284276000
2015-09-01 23.0486362175443030
2015-10-01 23.1447681074721000
2015-11-01 23.0920246483703980
2015-12-01 23.1383860050383000
2016-01-01 22.9797742507208970
2016-02-01 22.9226407258828960
2016-03-01 22.8499330393642000
2016-04-01 23.1523292111079970
2016-05-01 23.0530611800334000
2016-06-01 23.0179770121026050
2016-07-01 23.0447125122536040
2016-08-01 22.9232039756613020
2016-09-01 22.7546348267099000
2016-10-01 22.6361087252634000
2016-11-01 22.4053673863629000
2016-12-01 22.4253717832557020
2017-01-01 22.3114772848509000
2017-02-01 22.3440204880772000
2017-03-01 22.2708533990347000
2017-04-01 22.5264625277730000
2017-05-01 22.5448042254108000
2017-06-01 22.8279960861308000
2017-07-01 22.4208275803927000
2017-08-01 22.7065771422728030
2017-09-01 22.8881716178046020
2017-10-01 22.8342582731611000
2017-11-01 22.9083515328165000
2017-12-01 23.0076402634486000
2018-01-01 23.0234653584428020
2018-02-01 23.1404407341858020
2018-03-01 23.1646304719990000
2018-04-01 23.2079398877992030
2018-05-01 23.3485385090203000
2018-06-01 23.3442752522253980
2018-07-01 23.2250494912962000
2018-08-01 23.1041393011921020
2018-09-01 23.1241327400425000
2018-10-01 23.2464469105183970
2018-11-01 23.2950346045701020
2018-12-01 23.2858330646898040
2019-01-01 23.3192754180813960
2019-02-01 23.6251264844641000
2019-03-01 23.3345979951649000
2019-04-01 23.2997871971508030
2019-05-01 23.3578610605493960
2019-06-01 23.4446479635636000
2019-07-01 23.7550314266784000
2019-08-01 23.7329822189364000
2019-09-01 23.5571574935914000
2019-10-01 23.4615935693656000
2019-11-01 23.4700562021907000
2019-12-01 23.3549002617064000
2020-01-01 23.5110113101668040
2020-02-01 23.5010819336111960
2020-03-01 23.1069951536062000
2020-04-01 22.3883317035023030
2020-05-01 22.6718548033892020
2020-06-01 22.4402185321063000
2020-07-01 22.5049262920945000
2020-08-01 22.3620618014219000
2020-09-01 22.1734618202950000
2020-10-01 22.3932119960260000
2020-11-01 22.2409758530267000
2020-12-01 22.2148822385957000
2021-01-01 22.1069025176142000
2021-02-01 22.0841655197973030
2021-03-01 22.1766428972583000
2021-04-01 22.1780795171832000
2021-05-01 22.0790457817999980
2021-06-01 22.1169089017680000
2021-07-01 22.1688139626661000
2021-08-01 22.2048773641276970
2021-09-01 22.2786404059316960
2021-10-01 22.5180850647721000
2021-11-01 22.1206278702488000
2021-12-01 21.8707279846807020
2022-01-01 22.1122579585476020
2022-02-01 22.0695286445283050
2022-03-01 21.9549579950651000
2022-04-01 21.9657967722588980
2022-05-01 21.9755826540838000
2022-06-01 22.0878719437423000
2022-07-01 21.7362872179476020
2022-08-01 21.6432028270873960
2022-09-01 21.6703588190557000
2022-10-01 21.4477249887951020
2022-11-01 21.4074363076676980
2022-12-01 21.3383555045010000
2023-01-01 21.0141253539536020
2023-02-01 20.9552017730381980
2023-03-01 20.7382599481958000
2023-04-01 20.7665459396511000
2023-05-01 20.5620213285266000
2023-06-01 20.3488700370543000
2023-07-01 20.1928695449096020
2023-08-01 20.1864605259888000
2023-09-01 19.9629625201738960
2023-10-01 19.8662219407427000
2023-11-01 20.0005472032809000
2023-12-01 20.1143921007841970
2024-01-01 19.9153756012316020
2024-02-01 19.8418570666098970
2024-03-01 19.9299257770152000
2024-04-01 19.4680824784198000
2024-05-01 19.7503208881466000
2024-06-01 19.8299486715220000
2024-07-01 19.7219331824207000
2024-08-01 19.7061124555769000
2024-09-01 19.8650501975617000

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