Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112446054150001SA |
| 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 5:44 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 | 5.6085584416410400 |
| 1990-02-01 | 5.6715602314169910 |
| 1990-03-01 | 5.7328068737284010 |
| 1990-04-01 | 6.0371094233899010 |
| 1990-05-01 | 6.0498265280542400 |
| 1990-06-01 | 6.1310025802907000 |
| 1990-07-01 | 6.1293232681166100 |
| 1990-08-01 | 6.1567802738525910 |
| 1990-09-01 | 6.2459702788247200 |
| 1990-10-01 | 6.3111042362269900 |
| 1990-11-01 | 6.4143026749843000 |
| 1990-12-01 | 6.4069408588912795 |
| 1991-01-01 | 6.1125147283682500 |
| 1991-02-01 | 6.1710415104485890 |
| 1991-03-01 | 6.2381051876203095 |
| 1991-04-01 | 6.2380919158734290 |
| 1991-05-01 | 6.3461845702670300 |
| 1991-06-01 | 6.4396492502755000 |
| 1991-07-01 | 6.5246597177690600 |
| 1991-08-01 | 6.6522625681256510 |
| 1991-09-01 | 6.7405164545658600 |
| 1991-10-01 | 6.8068440516931900 |
| 1991-11-01 | 6.8109397227356100 |
| 1991-12-01 | 7.0053398222078200 |
| 1992-01-01 | 7.5249769353934300 |
| 1992-02-01 | 7.4730974080193900 |
| 1992-03-01 | 7.6502758350270300 |
| 1992-04-01 | 7.6350364724524400 |
| 1992-05-01 | 7.6433598112821100 |
| 1992-06-01 | 7.7414969936007205 |
| 1992-07-01 | 7.7250114867702600 |
| 1992-08-01 | 7.7418703295897500 |
| 1992-09-01 | 7.7375886325536210 |
| 1992-10-01 | 7.7942186547526395 |
| 1992-11-01 | 7.8156760440948610 |
| 1992-12-01 | 7.9020312309969010 |
| 1993-01-01 | 8.0400349656360500 |
| 1993-02-01 | 8.1730639430872910 |
| 1993-03-01 | 8.1627885034988790 |
| 1993-04-01 | 8.2332988338965500 |
| 1993-05-01 | 8.3440777616267200 |
| 1993-06-01 | 8.3379467416884600 |
| 1993-07-01 | 8.5286289801263800 |
| 1993-08-01 | 8.5268589486580800 |
| 1993-09-01 | 8.6313378461682110 |
| 1993-10-01 | 8.6805568635840300 |
| 1993-11-01 | 8.7299121141811200 |
| 1993-12-01 | 8.7037553577380800 |
| 1994-01-01 | 8.7546261520730900 |
| 1994-02-01 | 8.7738705457525510 |
| 1994-03-01 | 8.8755292767344610 |
| 1994-04-01 | 8.9264527876313000 |
| 1994-05-01 | 9.0397303673170200 |
| 1994-06-01 | 9.0165420443387900 |
| 1994-07-01 | 9.2388286130545990 |
| 1994-08-01 | 9.3172911291645900 |
| 1994-09-01 | 9.4300890673466700 |
| 1994-10-01 | 9.4745972434219610 |
| 1994-11-01 | 9.6459913276712600 |
| 1994-12-01 | 9.7082347249289300 |
| 1995-01-01 | 9.5616253597428590 |
| 1995-02-01 | 9.8785532795400700 |
| 1995-03-01 | 9.9810159007672500 |
| 1995-04-01 | 10.4250606347928020 |
| 1995-05-01 | 10.5387948701454000 |
| 1995-06-01 | 10.7830724940206990 |
| 1995-07-01 | 10.7478759490671000 |
| 1995-08-01 | 11.0111311818089010 |
| 1995-09-01 | 11.1201953121773000 |
| 1995-10-01 | 11.4777440088714010 |
| 1995-11-01 | 11.5571149459111000 |
| 1995-12-01 | 11.8181103976759000 |
| 1996-01-01 | 10.9753147474151000 |
| 1996-02-01 | 11.0839643454148000 |
| 1996-03-01 | 11.0913162676519010 |
| 1996-04-01 | 11.0185228541059000 |
| 1996-05-01 | 11.1346379557147000 |
| 1996-06-01 | 11.1327706705993010 |
| 1996-07-01 | 11.5633804345087000 |
| 1996-08-01 | 11.8214521974511000 |
| 1996-09-01 | 12.0243164878069990 |
| 1996-10-01 | 11.7729532732094000 |
| 1996-11-01 | 12.0522006157337000 |
| 1996-12-01 | 12.2114724533708000 |
| 1997-01-01 | 12.4848971793650010 |
| 1997-02-01 | 12.5820564058505990 |
| 1997-03-01 | 12.8090784612423000 |
| 1997-04-01 | 12.8317285768760990 |
| 1997-05-01 | 12.8477812133505990 |
| 1997-06-01 | 12.9054254995678010 |
| 1997-07-01 | 12.6677265380898000 |
| 1997-08-01 | 12.6282289126624000 |
| 1997-09-01 | 12.4121381010774990 |
| 1997-10-01 | 12.6630209966188000 |
| 1997-11-01 | 12.9351466558456000 |
| 1997-12-01 | 13.0933127063630990 |
| 1998-01-01 | 13.3963619490876000 |
| 1998-02-01 | 13.4783408687055000 |
| 1998-03-01 | 13.7359759157366000 |
| 1998-04-01 | 13.8435100101293020 |
| 1998-05-01 | 14.0659516085633990 |
| 1998-06-01 | 14.4002523002790000 |
| 1998-07-01 | 14.5813683163080000 |
| 1998-08-01 | 14.7439109510323000 |
| 1998-09-01 | 14.9122548815800000 |
| 1998-10-01 | 14.8336624443309000 |
| 1998-11-01 | 14.8917310408133010 |
| 1998-12-01 | 14.9424538985466010 |
| 1999-01-01 | 15.1966175175516990 |
| 1999-02-01 | 15.6838617885544000 |
| 1999-03-01 | 15.9700094610028000 |
| 1999-04-01 | 16.5755206741471000 |
| 1999-05-01 | 16.7011562840946000 |
| 1999-06-01 | 16.8275717806895000 |
| 1999-07-01 | 16.7984757510905000 |
| 1999-08-01 | 16.7434923123571980 |
| 1999-09-01 | 16.8950848079994000 |
| 1999-10-01 | 17.2950471710211000 |
| 1999-11-01 | 17.4420514469729000 |
| 1999-12-01 | 17.4707979709353000 |
| 2000-01-01 | 17.4037582513276980 |
| 2000-02-01 | 17.5055438997702000 |
| 2000-03-01 | 17.1011281875195000 |
| 2000-04-01 | 17.1075824592355980 |
| 2000-05-01 | 17.5292486842353020 |
| 2000-06-01 | 17.8623080842826000 |
| 2000-07-01 | 18.4264605209154000 |
| 2000-08-01 | 18.9453155196830000 |
| 2000-09-01 | 18.8961309251978020 |
| 2000-10-01 | 18.7450943036467000 |
| 2000-11-01 | 18.7878058822638000 |
| 2000-12-01 | 18.7838936178645000 |
| 2001-01-01 | 18.6975329869838980 |
| 2001-02-01 | 18.6381125937187000 |
| 2001-03-01 | 18.4310813320691020 |
| 2001-04-01 | 18.1568576809416020 |
| 2001-05-01 | 17.6538037409691030 |
| 2001-06-01 | 17.2056076399194000 |
| 2001-07-01 | 16.7358263469816000 |
| 2001-08-01 | 16.4304159333499000 |
| 2001-09-01 | 16.0907023118480980 |
| 2001-10-01 | 16.0104188260082000 |
| 2001-11-01 | 15.7527413681480000 |
| 2001-12-01 | 15.6233309054192000 |
| 2002-01-01 | 15.4968734470661000 |
| 2002-02-01 | 15.3768015854075000 |
| 2002-03-01 | 15.3341906335792000 |
| 2002-04-01 | 15.2932686401856000 |
| 2002-05-01 | 15.1499645261267000 |
| 2002-06-01 | 15.3305511388983000 |
| 2002-07-01 | 15.2405554514709000 |
| 2002-08-01 | 15.4291656703443000 |
| 2002-09-01 | 15.5046654994209000 |
| 2002-10-01 | 15.7873178982505990 |
| 2002-11-01 | 15.5245148628481000 |
| 2002-12-01 | 15.6951052927218000 |
| 2003-01-01 | 15.4951788106968990 |
| 2003-02-01 | 15.4096044389016990 |
| 2003-03-01 | 15.5341328654153020 |
| 2003-04-01 | 15.4218927142179980 |
| 2003-05-01 | 15.5307839182010990 |
| 2003-06-01 | 15.5332798979495000 |
| 2003-07-01 | 15.6323958654166010 |
| 2003-08-01 | 15.6235867232199000 |
| 2003-09-01 | 15.6164120198995000 |
| 2003-10-01 | 15.4787160828080990 |
| 2003-11-01 | 15.5146164091775000 |
| 2003-12-01 | 15.6993890155337000 |
| 2004-01-01 | 15.5109765928776000 |
| 2004-02-01 | 15.0300881176591990 |
| 2004-03-01 | 15.1226754655469020 |
| 2004-04-01 | 15.2386596657602000 |
| 2004-05-01 | 15.3020450355632000 |
| 2004-06-01 | 15.3217585636753010 |
| 2004-07-01 | 15.4140706724633000 |
| 2004-08-01 | 15.3303704607664990 |
| 2004-09-01 | 15.2327283622849980 |
| 2004-10-01 | 15.3701638488292000 |
| 2004-11-01 | 15.3991156579428000 |
| 2004-12-01 | 15.4161911801796000 |
| 2005-01-01 | 15.5280945857641970 |
| 2005-02-01 | 15.6466977814627000 |
| 2005-03-01 | 15.8304370569080000 |
| 2005-04-01 | 15.7456187337210980 |
| 2005-05-01 | 15.7862372526854990 |
| 2005-06-01 | 15.7153733186809020 |
| 2005-07-01 | 15.6820569518306000 |
| 2005-08-01 | 15.7261034259199000 |
| 2005-09-01 | 15.9353277412838010 |
| 2005-10-01 | 16.0625678647840000 |
| 2005-11-01 | 16.1875838311816020 |
| 2005-12-01 | 16.2338600843466000 |
| 2006-01-01 | 16.3514538620926000 |
| 2006-02-01 | 16.5703286213033000 |
| 2006-03-01 | 16.6383326971229000 |
| 2006-04-01 | 16.8406421288954000 |
| 2006-05-01 | 17.0747879488499000 |
| 2006-06-01 | 17.0129861083504000 |
| 2006-07-01 | 16.9571160835085020 |
| 2006-08-01 | 17.0260630557799000 |
| 2006-09-01 | 16.9250760597952000 |
| 2006-10-01 | 16.9547067165882000 |
| 2006-11-01 | 16.9796185451814000 |
| 2006-12-01 | 16.9445522648655000 |
| 2007-01-01 | 17.3661679324222000 |
| 2007-02-01 | 17.5984871887153000 |
| 2007-03-01 | 17.6623575856748970 |
| 2007-04-01 | 17.5243602865277000 |
| 2007-05-01 | 17.6681714222378000 |
| 2007-06-01 | 17.9091355486645000 |
| 2007-07-01 | 18.0376319131632000 |
| 2007-08-01 | 18.1202074944466030 |
| 2007-09-01 | 18.2199381303391980 |
| 2007-10-01 | 18.3489931966306000 |
| 2007-11-01 | 18.4844972472086000 |
| 2007-12-01 | 18.4396838036994000 |
| 2008-01-01 | 18.3681502748645000 |
| 2008-02-01 | 18.3246328359089000 |
| 2008-03-01 | 18.3813567658448000 |
| 2008-04-01 | 18.4176627543930000 |
| 2008-05-01 | 18.3677097567841000 |
| 2008-06-01 | 18.4064042606043970 |
| 2008-07-01 | 18.6151123209200000 |
| 2008-08-01 | 18.7138743230515000 |
| 2008-09-01 | 18.8154447947258030 |
| 2008-10-01 | 18.9592616975428000 |
| 2008-11-01 | 18.5883300820675000 |
| 2008-12-01 | 18.3258411303883970 |
| 2009-01-01 | 17.7652330239296000 |
| 2009-02-01 | 17.6394932307078000 |
| 2009-03-01 | 17.5134064105261980 |
| 2009-04-01 | 17.6076842873606020 |
| 2009-05-01 | 17.2671408595016020 |
| 2009-06-01 | 16.9021568789644000 |
| 2009-07-01 | 16.5946146399401000 |
| 2009-08-01 | 16.3001711882724000 |
| 2009-09-01 | 16.1297449637928030 |
| 2009-10-01 | 15.7675348501654000 |
| 2009-11-01 | 15.5907554892679000 |
| 2009-12-01 | 15.2132823480691980 |
| 2010-01-01 | 15.7648097031219000 |
| 2010-02-01 | 15.8421207225028020 |
| 2010-03-01 | 15.9361774202589980 |
| 2010-04-01 | 16.1049492266805000 |
| 2010-05-01 | 16.1636948951548000 |
| 2010-06-01 | 16.4011165665487000 |
| 2010-07-01 | 16.2797923296367000 |
| 2010-08-01 | 16.2797498537543000 |
| 2010-09-01 | 16.3395909480369000 |
| 2010-10-01 | 16.6880424470906980 |
| 2010-11-01 | 16.7886362799641980 |
| 2010-12-01 | 17.0130508296375000 |
| 2011-01-01 | 17.1710130170210000 |
| 2011-02-01 | 17.1285475561882000 |
| 2011-03-01 | 17.1574705732678000 |
| 2011-04-01 | 16.6990588571254000 |
| 2011-05-01 | 16.7605314608147000 |
| 2011-06-01 | 16.8012592626904000 |
| 2011-07-01 | 16.8704162774661980 |
| 2011-08-01 | 16.8538828206026000 |
| 2011-09-01 | 16.8620200860118000 |
| 2011-10-01 | 16.6953438681180000 |
| 2011-11-01 | 16.7830172254520000 |
| 2011-12-01 | 16.8196395549007000 |
| 2012-01-01 | 16.6737042188377000 |
| 2012-02-01 | 16.8149286145580000 |
| 2012-03-01 | 16.7681720874462000 |
| 2012-04-01 | 17.0021190086152000 |
| 2012-05-01 | 17.1692216951257000 |
| 2012-06-01 | 17.3173012328653000 |
| 2012-07-01 | 17.2493149013871020 |
| 2012-08-01 | 17.4239134338410000 |
| 2012-09-01 | 17.4677708916616970 |
| 2012-10-01 | 17.7015476084969000 |
| 2012-11-01 | 17.7721466625452000 |
| 2012-12-01 | 17.8377156292219000 |
| 2013-01-01 | 17.8796555818053980 |
| 2013-02-01 | 18.0032942844202000 |
| 2013-03-01 | 18.1836790162953000 |
| 2013-04-01 | 18.1994736142563980 |
| 2013-05-01 | 18.2770276772653020 |
| 2013-06-01 | 18.2465632160165000 |
| 2013-07-01 | 18.5214790195494000 |
| 2013-08-01 | 18.6966130888320000 |
| 2013-09-01 | 18.7715443952839000 |
| 2013-10-01 | 18.6915298702323000 |
| 2013-11-01 | 18.8594681724621000 |
| 2013-12-01 | 18.8622754011247000 |
| 2014-01-01 | 18.9807896654905000 |
| 2014-02-01 | 19.1059101826677000 |
| 2014-03-01 | 19.3021909567012000 |
| 2014-04-01 | 19.0935249531358980 |
| 2014-05-01 | 19.2796531537066000 |
| 2014-06-01 | 19.2795154347123980 |
| 2014-07-01 | 19.1841928459485020 |
| 2014-08-01 | 19.1732662546498000 |
| 2014-09-01 | 19.1707660036491030 |
| 2014-10-01 | 19.2890656691636980 |
| 2014-11-01 | 19.2520158239780000 |
| 2014-12-01 | 19.2980103137422000 |
| 2015-01-01 | 19.2755879005913970 |
| 2015-02-01 | 19.1997292585841000 |
| 2015-03-01 | 19.3225888645265000 |
| 2015-04-01 | 19.4813140299883000 |
| 2015-05-01 | 19.5746802752892000 |
| 2015-06-01 | 19.7011067525966000 |
| 2015-07-01 | 19.9458228641639000 |
| 2015-08-01 | 20.0700857949246000 |
| 2015-09-01 | 20.2978713652305000 |
| 2015-10-01 | 20.3776236693464000 |
| 2015-11-01 | 20.4472851963906020 |
| 2015-12-01 | 20.5298034905623970 |
| 2016-01-01 | 20.8527409894744000 |
| 2016-02-01 | 21.0881521239984000 |
| 2016-03-01 | 21.0415140789758000 |
| 2016-04-01 | 20.9669938476781000 |
| 2016-05-01 | 20.9704241720531000 |
| 2016-06-01 | 20.9212679225018000 |
| 2016-07-01 | 21.1127126227264000 |
| 2016-08-01 | 21.1775842596361020 |
| 2016-09-01 | 21.2303191659861030 |
| 2016-10-01 | 21.1723494118164980 |
| 2016-11-01 | 21.2494784346760000 |
| 2016-12-01 | 21.2554218572696030 |
| 2017-01-01 | 21.2281801014110000 |
| 2017-02-01 | 21.0546266250411980 |
| 2017-03-01 | 21.1544759383541000 |
| 2017-04-01 | 21.4527066063518000 |
| 2017-05-01 | 21.5631341747022000 |
| 2017-06-01 | 21.7365614753480000 |
| 2017-07-01 | 21.6947578327131050 |
| 2017-08-01 | 21.7989988090811000 |
| 2017-09-01 | 21.7738741100160000 |
| 2017-10-01 | 21.8591591452774000 |
| 2017-11-01 | 22.0519272297618000 |
| 2017-12-01 | 21.9725050580548000 |
| 2018-01-01 | 22.0044356104225000 |
| 2018-02-01 | 22.1256837916807000 |
| 2018-03-01 | 22.0540377164183000 |
| 2018-04-01 | 22.3379525585906970 |
| 2018-05-01 | 22.4559262622518000 |
| 2018-06-01 | 22.5465217158703000 |
| 2018-07-01 | 22.5924892396116020 |
| 2018-08-01 | 22.5181602786778970 |
| 2018-09-01 | 22.5162357657106000 |
| 2018-10-01 | 22.6485782288062000 |
| 2018-11-01 | 22.7558512644349000 |
| 2018-12-01 | 22.7769420158578020 |
| 2019-01-01 | 22.9917881060056960 |
| 2019-02-01 | 22.9994936392163000 |
| 2019-03-01 | 23.0443011721883000 |
| 2019-04-01 | 23.2280334479420000 |
| 2019-05-01 | 23.3529414181147000 |
| 2019-06-01 | 23.4518750858344000 |
| 2019-07-01 | 23.6890528769872000 |
| 2019-08-01 | 23.9387510314501000 |
| 2019-09-01 | 24.1576283060840000 |
| 2019-10-01 | 24.2394542155938000 |
| 2019-11-01 | 24.2549873226636020 |
| 2019-12-01 | 24.3667737843523970 |
| 2020-01-01 | 24.3758301407913000 |
| 2020-02-01 | 24.3903183290287000 |
| 2020-03-01 | 24.4380927271077000 |
| 2020-04-01 | 23.7316119981478000 |
| 2020-05-01 | 23.7603866561843980 |
| 2020-06-01 | 23.7542795519337000 |
| 2020-07-01 | 23.2846257597896020 |
| 2020-08-01 | 23.3415178058788970 |
| 2020-09-01 | 23.3797440621338000 |
| 2020-10-01 | 23.4436999248934970 |
| 2020-11-01 | 23.3514590298176000 |
| 2020-12-01 | 23.3425943041743980 |
| 2021-01-01 | 23.4642407843496020 |
| 2021-02-01 | 23.5860748277591020 |
| 2021-03-01 | 23.8331380922846030 |
| 2021-04-01 | 23.8586877625745000 |
| 2021-05-01 | 23.9847857630032020 |
| 2021-06-01 | 23.7524721351359000 |
| 2021-07-01 | 24.5671262389900030 |
| 2021-08-01 | 24.5335892505571030 |
| 2021-09-01 | 24.3867153348216020 |
| 2021-10-01 | 24.5542855082652000 |
| 2021-11-01 | 24.2390604268217980 |
| 2021-12-01 | 24.2155253457972000 |
| 2022-01-01 | 24.0538508415961980 |
| 2022-02-01 | 24.0951954769808020 |
| 2022-03-01 | 24.1340883122625020 |
| 2022-04-01 | 24.3010621357367000 |
| 2022-05-01 | 24.3148593674851980 |
| 2022-06-01 | 24.3405671934138970 |
| 2022-07-01 | 24.4527933913745020 |
| 2022-08-01 | 24.4098563450718980 |
| 2022-09-01 | 24.3805150245029000 |
| 2022-10-01 | 24.3697903209723000 |
| 2022-11-01 | 24.4236186097252000 |
| 2022-12-01 | 24.3871110514821000 |
| 2023-01-01 | 24.3511597393747000 |
| 2023-02-01 | 24.2072690181215000 |
| 2023-03-01 | 24.0415618506893020 |
| 2023-04-01 | 23.9439187241601030 |
| 2023-05-01 | 23.9463121371610000 |
| 2023-06-01 | 24.0270975916820000 |
| 2023-07-01 | 24.0316479400708970 |
| 2023-08-01 | 24.0897411349133960 |
| 2023-09-01 | 24.0709078498068000 |
| 2023-10-01 | 23.9819329199157000 |
| 2023-11-01 | 24.1099764999098020 |
| 2023-12-01 | 24.2700752783693970 |
| 2024-01-01 | 24.1429534305715000 |
| 2024-02-01 | 24.1163284028096000 |
| 2024-03-01 | 24.1528008732612000 |
| 2024-04-01 | 23.9792558914818000 |
| 2024-05-01 | 23.9693184232223970 |
| 2024-06-01 | 24.1186115195719000 |
| 2024-07-01 | 24.1207842637517000 |
| 2024-08-01 | 24.0709835508018020 |
| 2024-09-01 | 24.0550742130878030 |
