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 |
