Table Data - All Employees: Information: Software Publishers in California
| Title | All Employees: Information: Software Publishers in California |
|---|---|
| Series ID | SMU06000005051120001SA |
| 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 2022-12-01 |
| Last Updated | 2023-01-25 3:43 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 | 17.571335423008403 |
| 1990-02-01 | 17.883238809358197 |
| 1990-03-01 | 18.082256627487602 |
| 1990-04-01 | 18.468175320166800 |
| 1990-05-01 | 18.741874847793000 |
| 1990-06-01 | 18.971913242560700 |
| 1990-07-01 | 18.742016125026602 |
| 1990-08-01 | 19.025230679926697 |
| 1990-09-01 | 18.905180089791898 |
| 1990-10-01 | 19.229729252474300 |
| 1990-11-01 | 19.304827786017400 |
| 1990-12-01 | 19.665073046468500 |
| 1991-01-01 | 18.600201207116500 |
| 1991-02-01 | 18.690762956008300 |
| 1991-03-01 | 19.082987325521398 |
| 1991-04-01 | 18.459425512596500 |
| 1991-05-01 | 18.513304147130200 |
| 1991-06-01 | 18.543575738234104 |
| 1991-07-01 | 18.644584843570800 |
| 1991-08-01 | 18.832468224087800 |
| 1991-09-01 | 18.984080964401800 |
| 1991-10-01 | 19.549536293662600 |
| 1991-11-01 | 19.543150870946400 |
| 1991-12-01 | 19.783534550163697 |
| 1992-01-01 | 20.437390121762700 |
| 1992-02-01 | 20.599295304565900 |
| 1992-03-01 | 20.967775108605398 |
| 1992-04-01 | 21.341145661755900 |
| 1992-05-01 | 21.354332062477700 |
| 1992-06-01 | 21.589256222658400 |
| 1992-07-01 | 22.046034933398598 |
| 1992-08-01 | 22.144784947997604 |
| 1992-09-01 | 22.349359585473700 |
| 1992-10-01 | 22.793176171841303 |
| 1992-11-01 | 22.723942214083400 |
| 1992-12-01 | 22.812107225992600 |
| 1993-01-01 | 22.785062517910700 |
| 1993-02-01 | 22.998354768867603 |
| 1993-03-01 | 22.946198444587600 |
| 1993-04-01 | 22.898686264951600 |
| 1993-05-01 | 23.091174643330397 |
| 1993-06-01 | 23.124052543220802 |
| 1993-07-01 | 23.437392822446604 |
| 1993-08-01 | 23.546807703322000 |
| 1993-09-01 | 23.729075533459300 |
| 1993-10-01 | 23.748125813186000 |
| 1993-11-01 | 23.922610279210100 |
| 1993-12-01 | 24.246219463129897 |
| 1994-01-01 | 24.243103813392600 |
| 1994-02-01 | 24.372626945488700 |
| 1994-03-01 | 24.722130156055602 |
| 1994-04-01 | 25.172051610496002 |
| 1994-05-01 | 25.418364728525000 |
| 1994-06-01 | 25.655644110148398 |
| 1994-07-01 | 25.523350776086502 |
| 1994-08-01 | 25.740834410638900 |
| 1994-09-01 | 26.219856318986100 |
| 1994-10-01 | 26.401759574636603 |
| 1994-11-01 | 26.619544957610998 |
| 1994-12-01 | 26.758785175932697 |
| 1995-01-01 | 27.308818266557500 |
| 1995-02-01 | 27.455330116247502 |
| 1995-03-01 | 27.808222851733603 |
| 1995-04-01 | 27.945273129475602 |
| 1995-05-01 | 28.276214172469803 |
| 1995-06-01 | 28.395652682186900 |
| 1995-07-01 | 28.091354798718100 |
| 1995-08-01 | 28.423570306455602 |
| 1995-09-01 | 28.632447576611700 |
| 1995-10-01 | 28.225732344602900 |
| 1995-11-01 | 28.981711382096602 |
| 1995-12-01 | 29.267479390446102 |
| 1996-01-01 | 29.465492894415696 |
| 1996-02-01 | 29.854993025544100 |
| 1996-03-01 | 29.993389611357603 |
| 1996-04-01 | 30.246994264293700 |
| 1996-05-01 | 30.362521350750605 |
| 1996-06-01 | 30.665037242434696 |
| 1996-07-01 | 31.643393059139500 |
| 1996-08-01 | 31.982811290426003 |
| 1996-09-01 | 31.935356468338700 |
| 1996-10-01 | 32.335061867432300 |
| 1996-11-01 | 32.724623748122696 |
| 1996-12-01 | 32.974494126335300 |
| 1997-01-01 | 34.210168666722105 |
| 1997-02-01 | 34.294840923119600 |
| 1997-03-01 | 34.377592311278100 |
| 1997-04-01 | 34.630383500541600 |
| 1997-05-01 | 34.975296169890896 |
| 1997-06-01 | 34.966756695535395 |
| 1997-07-01 | 34.275706447990900 |
| 1997-08-01 | 34.730155844130100 |
| 1997-09-01 | 34.932952933459894 |
| 1997-10-01 | 35.252754576240704 |
| 1997-11-01 | 35.461281973094200 |
| 1997-12-01 | 35.681463251422900 |
| 1998-01-01 | 35.647240766820104 |
| 1998-02-01 | 35.932062256906800 |
| 1998-03-01 | 36.244056070222400 |
| 1998-04-01 | 36.613211224864000 |
| 1998-05-01 | 36.982200841105000 |
| 1998-06-01 | 37.476536642754500 |
| 1998-07-01 | 37.928406709548300 |
| 1998-08-01 | 38.107790295074100 |
| 1998-09-01 | 38.415992159433200 |
| 1998-10-01 | 38.973474933207704 |
| 1998-11-01 | 39.188293416577500 |
| 1998-12-01 | 39.287776651125200 |
| 1999-01-01 | 39.278199669365000 |
| 1999-02-01 | 39.276614956692500 |
| 1999-03-01 | 39.413870136762206 |
| 1999-04-01 | 39.471542734033100 |
| 1999-05-01 | 39.668671428882300 |
| 1999-06-01 | 40.173817360342300 |
| 1999-07-01 | 41.313177952111104 |
| 1999-08-01 | 41.820116333195000 |
| 1999-09-01 | 42.208196315490600 |
| 1999-10-01 | 42.502397559779794 |
| 1999-11-01 | 42.892847411633504 |
| 1999-12-01 | 43.389242042638905 |
| 2000-01-01 | 44.393743988132600 |
| 2000-02-01 | 44.894974945820294 |
| 2000-03-01 | 46.086089950023200 |
| 2000-04-01 | 47.140858525430900 |
| 2000-05-01 | 48.047758846235700 |
| 2000-06-01 | 49.072243602990895 |
| 2000-07-01 | 48.745630196404400 |
| 2000-08-01 | 49.838861905355610 |
| 2000-09-01 | 50.407831976380390 |
| 2000-10-01 | 50.718185301179000 |
| 2000-11-01 | 51.264854121652405 |
| 2000-12-01 | 52.074477779408100 |
| 2001-01-01 | 55.793239749961200 |
| 2001-02-01 | 56.210723211239100 |
| 2001-03-01 | 56.487183495310500 |
| 2001-04-01 | 54.531230137802710 |
| 2001-05-01 | 53.539208807243995 |
| 2001-06-01 | 53.373400181411110 |
| 2001-07-01 | 51.390813214746600 |
| 2001-08-01 | 50.941239927783300 |
| 2001-09-01 | 50.524224913833400 |
| 2001-10-01 | 51.622617606295900 |
| 2001-11-01 | 50.811359042308800 |
| 2001-12-01 | 50.521386954326200 |
| 2002-01-01 | 50.481020511682500 |
| 2002-02-01 | 50.497539050665500 |
| 2002-03-01 | 50.213816137674400 |
| 2002-04-01 | 50.276935262223600 |
| 2002-05-01 | 50.172733656962900 |
| 2002-06-01 | 50.381532529942206 |
| 2002-07-01 | 49.337618046909200 |
| 2002-08-01 | 48.847983651492300 |
| 2002-09-01 | 48.425059213295796 |
| 2002-10-01 | 47.974735569062396 |
| 2002-11-01 | 47.729195869534905 |
| 2002-12-01 | 47.245419427904900 |
| 2003-01-01 | 46.752869611872900 |
| 2003-02-01 | 46.506832357369300 |
| 2003-03-01 | 46.186821541521304 |
| 2003-04-01 | 45.965163869543500 |
| 2003-05-01 | 45.746428572733095 |
| 2003-06-01 | 45.286677553340000 |
| 2003-07-01 | 44.856333716297705 |
| 2003-08-01 | 44.834700885196000 |
| 2003-09-01 | 44.402349445070000 |
| 2003-10-01 | 44.303642670793295 |
| 2003-11-01 | 44.148671885051900 |
| 2003-12-01 | 43.863472014521000 |
| 2004-01-01 | 43.514327367972300 |
| 2004-02-01 | 43.115641706366794 |
| 2004-03-01 | 43.173080161109300 |
| 2004-04-01 | 42.983339463261610 |
| 2004-05-01 | 42.958993154572106 |
| 2004-06-01 | 43.116036920090710 |
| 2004-07-01 | 43.548665096972600 |
| 2004-08-01 | 43.397577594133104 |
| 2004-09-01 | 43.148210817009300 |
| 2004-10-01 | 43.102285285607610 |
| 2004-11-01 | 42.983053156429700 |
| 2004-12-01 | 42.895938717168000 |
| 2005-01-01 | 42.871929354732900 |
| 2005-02-01 | 42.962556246507100 |
| 2005-03-01 | 42.169284622824500 |
| 2005-04-01 | 42.398749627111900 |
| 2005-05-01 | 42.262077673547200 |
| 2005-06-01 | 42.145903402503600 |
| 2005-07-01 | 42.015847433751100 |
| 2005-08-01 | 41.750384330158894 |
| 2005-09-01 | 41.877208536391294 |
| 2005-10-01 | 42.223248150242700 |
| 2005-11-01 | 41.742434689033900 |
| 2005-12-01 | 41.739554623565700 |
| 2006-01-01 | 41.946885520742896 |
| 2006-02-01 | 41.395371063608300 |
| 2006-03-01 | 41.443278918745100 |
| 2006-04-01 | 41.597517858337700 |
| 2006-05-01 | 41.644325414355800 |
| 2006-06-01 | 41.986235741306710 |
| 2006-07-01 | 41.970991407953210 |
| 2006-08-01 | 42.131673390756504 |
| 2006-09-01 | 42.314338608395296 |
| 2006-10-01 | 42.245934047302300 |
| 2006-11-01 | 42.403577784565500 |
| 2006-12-01 | 42.694505570328104 |
| 2007-01-01 | 43.243405013246296 |
| 2007-02-01 | 43.632281235957790 |
| 2007-03-01 | 43.611035331128800 |
| 2007-04-01 | 43.566371872351400 |
| 2007-05-01 | 43.489732578396600 |
| 2007-06-01 | 43.518280921180500 |
| 2007-07-01 | 43.721774203204000 |
| 2007-08-01 | 43.813068726539896 |
| 2007-09-01 | 43.578114314709100 |
| 2007-10-01 | 44.199261576553710 |
| 2007-11-01 | 44.472959612785395 |
| 2007-12-01 | 44.173815138166500 |
| 2008-01-01 | 43.854852682121404 |
| 2008-02-01 | 44.344278401946795 |
| 2008-03-01 | 44.450358495689400 |
| 2008-04-01 | 45.215473854563800 |
| 2008-05-01 | 45.713036579351100 |
| 2008-06-01 | 45.947511365787000 |
| 2008-07-01 | 46.169696934204000 |
| 2008-08-01 | 46.392276656879794 |
| 2008-09-01 | 46.587786564120500 |
| 2008-10-01 | 46.452791639506700 |
| 2008-11-01 | 46.648062464069600 |
| 2008-12-01 | 46.660308793675796 |
| 2009-01-01 | 46.282420307418700 |
| 2009-02-01 | 46.064623069995000 |
| 2009-03-01 | 45.985821094480490 |
| 2009-04-01 | 45.838184898616300 |
| 2009-05-01 | 45.831560061972700 |
| 2009-06-01 | 45.649498103449204 |
| 2009-07-01 | 45.603616694487600 |
| 2009-08-01 | 45.541588707743800 |
| 2009-09-01 | 45.615033446518794 |
| 2009-10-01 | 45.641633997034900 |
| 2009-11-01 | 45.751257805232200 |
| 2009-12-01 | 45.765891977299795 |
| 2010-01-01 | 45.728667054455606 |
| 2010-02-01 | 45.779047803444210 |
| 2010-03-01 | 45.698319112340606 |
| 2010-04-01 | 45.647351997388800 |
| 2010-05-01 | 45.645605408930905 |
| 2010-06-01 | 45.621718682322204 |
| 2010-07-01 | 45.511146649088204 |
| 2010-08-01 | 45.982204292687705 |
| 2010-09-01 | 46.264020962893700 |
| 2010-10-01 | 46.647315857540100 |
| 2010-11-01 | 46.872573924620800 |
| 2010-12-01 | 47.188798847456106 |
| 2011-01-01 | 47.785703604700600 |
| 2011-02-01 | 48.220246777614406 |
| 2011-03-01 | 48.615959496658400 |
| 2011-04-01 | 48.831838946225990 |
| 2011-05-01 | 49.253364878824800 |
| 2011-06-01 | 49.654322575320100 |
| 2011-07-01 | 49.691459136880894 |
| 2011-08-01 | 50.292608939926900 |
| 2011-09-01 | 50.714528627511704 |
| 2011-10-01 | 51.274879965535796 |
| 2011-11-01 | 51.626676869263200 |
| 2011-12-01 | 52.066221422616700 |
| 2012-01-01 | 52.450391423861800 |
| 2012-02-01 | 52.874790661784200 |
| 2012-03-01 | 53.021797585194300 |
| 2012-04-01 | 53.599561964032710 |
| 2012-05-01 | 53.728196894629704 |
| 2012-06-01 | 54.166956520777400 |
| 2012-07-01 | 54.448684697332600 |
| 2012-08-01 | 54.897803590064000 |
| 2012-09-01 | 55.166197471641105 |
| 2012-10-01 | 55.019045750838000 |
| 2012-11-01 | 55.405277803731096 |
| 2012-12-01 | 55.878229947891704 |
| 2013-01-01 | 55.897425018776104 |
| 2013-02-01 | 56.348119098653500 |
| 2013-03-01 | 56.645666952927506 |
| 2013-04-01 | 56.542535341446104 |
| 2013-05-01 | 56.676858350042600 |
| 2013-06-01 | 56.769265080304000 |
| 2013-07-01 | 56.913258993675500 |
| 2013-08-01 | 56.993891814762000 |
| 2013-09-01 | 57.079974327162894 |
| 2013-10-01 | 57.497535675443600 |
| 2013-11-01 | 58.013771717035800 |
| 2013-12-01 | 58.214221094760504 |
| 2014-01-01 | 57.924010071880000 |
| 2014-02-01 | 58.412319950241205 |
| 2014-03-01 | 58.861652920406800 |
| 2014-04-01 | 59.284727614378700 |
| 2014-05-01 | 59.812689410610600 |
| 2014-06-01 | 60.467099517953300 |
| 2014-07-01 | 61.084531974388504 |
| 2014-08-01 | 61.616317084550890 |
| 2014-09-01 | 61.988513036601800 |
| 2014-10-01 | 62.790985093829796 |
| 2014-11-01 | 63.234091247861700 |
| 2014-12-01 | 63.456365317587400 |
| 2015-01-01 | 64.103114943836100 |
| 2015-02-01 | 64.826931969632000 |
| 2015-03-01 | 65.683679434078400 |
| 2015-04-01 | 66.833649054354600 |
| 2015-05-01 | 67.275936862479710 |
| 2015-06-01 | 67.478140510386100 |
| 2015-07-01 | 67.993030846941210 |
| 2015-08-01 | 68.340865433263800 |
| 2015-09-01 | 68.805572558364500 |
| 2015-10-01 | 69.077113832005210 |
| 2015-11-01 | 69.341525873276610 |
| 2015-12-01 | 69.978643429202600 |
| 2016-01-01 | 70.588288216423900 |
| 2016-02-01 | 70.781086105608500 |
| 2016-03-01 | 71.175204412744400 |
| 2016-04-01 | 71.510067741525590 |
| 2016-05-01 | 71.760366924669300 |
| 2016-06-01 | 72.010657238667010 |
| 2016-07-01 | 72.441085853884200 |
| 2016-08-01 | 73.094263246990100 |
| 2016-09-01 | 73.933391188369410 |
| 2016-10-01 | 74.250568502451910 |
| 2016-11-01 | 74.825257857111910 |
| 2016-12-01 | 75.553054076128800 |
| 2017-01-01 | 76.471637463622000 |
| 2017-02-01 | 76.992447691225010 |
| 2017-03-01 | 77.051816557313200 |
| 2017-04-01 | 78.588133412108090 |
| 2017-05-01 | 79.288394920936910 |
| 2017-06-01 | 80.196083884186000 |
| 2017-07-01 | 80.839498012230510 |
| 2017-08-01 | 81.150239962297590 |
| 2017-09-01 | 81.749007220216500 |
| 2017-10-01 | 82.277891409791600 |
| 2017-11-01 | 82.775023841781300 |
| 2017-12-01 | 83.355782007817200 |
| 2018-01-01 | 84.607227977803700 |
| 2018-02-01 | 85.323639493681600 |
| 2018-03-01 | 85.706627322568410 |
| 2018-04-01 | 86.490051963250200 |
| 2018-05-01 | 87.249232830745090 |
| 2018-06-01 | 88.527929929811800 |
| 2018-07-01 | 88.912012803591900 |
| 2018-08-01 | 89.912081253089200 |
| 2018-09-01 | 90.255927106287000 |
| 2018-10-01 | 91.041550986300300 |
| 2018-11-01 | 91.997281810184400 |
| 2018-12-01 | 92.526429017839500 |
| 2019-01-01 | 92.767742123582500 |
| 2019-02-01 | 93.703258625093280 |
| 2019-03-01 | 94.396253467323920 |
| 2019-04-01 | 94.796940856406210 |
| 2019-05-01 | 95.833872923792600 |
| 2019-06-01 | 96.691375891169910 |
| 2019-07-01 | 97.254985977721100 |
| 2019-08-01 | 98.143918924784300 |
| 2019-09-01 | 99.040914723005910 |
| 2019-10-01 | 99.843177722816080 |
| 2019-11-01 | 101.484814532362010 |
| 2019-12-01 | 101.782436135491010 |
| 2020-01-01 | 102.786408038089010 |
| 2020-02-01 | 103.662790760998000 |
| 2020-03-01 | 104.315591978738000 |
| 2020-04-01 | 103.123185279540990 |
| 2020-05-01 | 103.099620448146000 |
| 2020-06-01 | 102.746685745495000 |
| 2020-07-01 | 104.058123406898000 |
| 2020-08-01 | 103.372377230933990 |
| 2020-09-01 | 103.893930109323010 |
| 2020-10-01 | 104.417668514972990 |
| 2020-11-01 | 104.680697747727000 |
| 2020-12-01 | 105.274748702453990 |
| 2021-01-01 | 105.486392990235000 |
| 2021-02-01 | 105.855901148889000 |
| 2021-03-01 | 106.467733883461000 |
| 2021-04-01 | 106.731031469865000 |
| 2021-05-01 | 107.146856481126990 |
| 2021-06-01 | 107.592940805588000 |
| 2021-07-01 | 108.568542300414010 |
| 2021-08-01 | 108.905471704389000 |
| 2021-09-01 | 109.228264298384990 |
| 2021-10-01 | 110.395544785066000 |
| 2021-11-01 | 109.783531620697000 |
| 2021-12-01 | 110.279413282019010 |
| 2022-01-01 | 110.667749102958000 |
| 2022-02-01 | 110.462907569770000 |
| 2022-03-01 | 111.522783836809010 |
| 2022-04-01 | 112.345334534748000 |
| 2022-05-01 | 112.877144955458000 |
| 2022-06-01 | 113.610790489272000 |
| 2022-07-01 | 114.276135967752990 |
| 2022-08-01 | 115.657129833612000 |
| 2022-09-01 | 114.878273547934000 |
| 2022-10-01 | 116.004136074617010 |
| 2022-11-01 | 115.302854277133010 |
| 2022-12-01 | 115.014457337701000 |
