Table Data - All Employees: Information: Software Publishers in Colorado
| Title | All Employees: Information: Software Publishers in Colorado |
|---|---|
| Series ID | SMU08000005051120001SA |
| 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 3:36 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 | 2.9820258296973100 |
| 1990-02-01 | 3.0110722962513000 |
| 1990-03-01 | 3.0493556024940800 |
| 1990-04-01 | 3.1712173718961400 |
| 1990-05-01 | 3.0616527259514200 |
| 1990-06-01 | 3.2387324687237204 |
| 1990-07-01 | 3.2130679424500800 |
| 1990-08-01 | 3.2125515870295698 |
| 1990-09-01 | 3.2481764596617900 |
| 1990-10-01 | 3.2009943920176000 |
| 1990-11-01 | 3.1602526638697896 |
| 1990-12-01 | 3.1522745665572103 |
| 1991-01-01 | 3.1820454122808397 |
| 1991-02-01 | 3.2095817626129500 |
| 1991-03-01 | 3.2553432501404000 |
| 1991-04-01 | 3.1701855784563797 |
| 1991-05-01 | 3.1541922364990100 |
| 1991-06-01 | 3.1366285337877100 |
| 1991-07-01 | 3.3096820400976004 |
| 1991-08-01 | 3.2117475998025400 |
| 1991-09-01 | 3.2525214780531400 |
| 1991-10-01 | 3.3074116269241400 |
| 1991-11-01 | 3.3610233793294304 |
| 1991-12-01 | 3.3547905928189303 |
| 1992-01-01 | 3.3851046910176000 |
| 1992-02-01 | 3.4047531176218504 |
| 1992-03-01 | 3.5630718464151205 |
| 1992-04-01 | 3.4685315324304700 |
| 1992-05-01 | 3.5424828219466900 |
| 1992-06-01 | 3.6299618593443594 |
| 1992-07-01 | 3.7009078309911203 |
| 1992-08-01 | 3.9117198803703700 |
| 1992-09-01 | 3.8643211219783598 |
| 1992-10-01 | 4.0152603716298900 |
| 1992-11-01 | 4.0636457802474400 |
| 1992-12-01 | 4.2558743096077700 |
| 1993-01-01 | 4.2924432861643700 |
| 1993-02-01 | 4.3969113435796700 |
| 1993-03-01 | 4.4766465634936700 |
| 1993-04-01 | 4.7626704189016400 |
| 1993-05-01 | 4.8304347514055195 |
| 1993-06-01 | 4.9166277942670500 |
| 1993-07-01 | 4.9925328314628300 |
| 1993-08-01 | 5.1074919732646390 |
| 1993-09-01 | 5.2814119460269010 |
| 1993-10-01 | 5.3188444575879000 |
| 1993-11-01 | 5.5746824692366600 |
| 1993-12-01 | 5.5541864351099200 |
| 1994-01-01 | 5.8039244499825190 |
| 1994-02-01 | 5.8910474193808400 |
| 1994-03-01 | 5.9924689324955100 |
| 1994-04-01 | 6.0511868348045600 |
| 1994-05-01 | 6.2175410212447595 |
| 1994-06-01 | 6.2974321399582900 |
| 1994-07-01 | 6.4842558987574295 |
| 1994-08-01 | 6.6039379162080300 |
| 1994-09-01 | 6.6996452175999910 |
| 1994-10-01 | 6.8219187919857700 |
| 1994-11-01 | 6.9866305618007100 |
| 1994-12-01 | 7.1614500062629900 |
| 1995-01-01 | 7.3145756821860990 |
| 1995-02-01 | 7.4873664985747000 |
| 1995-03-01 | 7.5978667277978100 |
| 1995-04-01 | 7.7363588990549300 |
| 1995-05-01 | 7.7065863475597800 |
| 1995-06-01 | 7.9804639319125790 |
| 1995-07-01 | 8.0747516830887200 |
| 1995-08-01 | 8.1029233807759500 |
| 1995-09-01 | 8.2235532101682100 |
| 1995-10-01 | 8.3203951748792600 |
| 1995-11-01 | 8.4010393787424700 |
| 1995-12-01 | 8.5739820168302300 |
| 1996-01-01 | 8.5206943455003000 |
| 1996-02-01 | 8.6872745120570710 |
| 1996-03-01 | 8.6904540096267200 |
| 1996-04-01 | 8.9154148167616980 |
| 1996-05-01 | 8.9976141368804400 |
| 1996-06-01 | 9.1680216313135000 |
| 1996-07-01 | 9.2663633132817120 |
| 1996-08-01 | 9.5050129612503800 |
| 1996-09-01 | 9.6528691056984100 |
| 1996-10-01 | 9.8198143121569800 |
| 1996-11-01 | 9.9129877184614600 |
| 1996-12-01 | 10.0890655716129000 |
| 1997-01-01 | 10.3271586061707000 |
| 1997-02-01 | 10.1900923497898000 |
| 1997-03-01 | 10.3734311963064000 |
| 1997-04-01 | 10.4855882925952000 |
| 1997-05-01 | 10.6853847496152000 |
| 1997-06-01 | 10.8542334586125000 |
| 1997-07-01 | 10.9694583488571000 |
| 1997-08-01 | 11.1129639494518010 |
| 1997-09-01 | 11.3897651626816980 |
| 1997-10-01 | 11.3209381358664980 |
| 1997-11-01 | 11.4188573947986980 |
| 1997-12-01 | 11.4973025897378010 |
| 1998-01-01 | 11.9294376922626000 |
| 1998-02-01 | 11.9996808076527000 |
| 1998-03-01 | 12.2542677010563010 |
| 1998-04-01 | 12.3515827168479000 |
| 1998-05-01 | 12.5745686031898990 |
| 1998-06-01 | 12.7420106220654980 |
| 1998-07-01 | 13.0774371888937000 |
| 1998-08-01 | 13.2189975499298000 |
| 1998-09-01 | 13.5149052352924990 |
| 1998-10-01 | 13.8326232429818020 |
| 1998-11-01 | 14.1210179685592000 |
| 1998-12-01 | 14.3036444604449000 |
| 1999-01-01 | 14.6332704632081980 |
| 1999-02-01 | 15.0115862678734000 |
| 1999-03-01 | 14.9380516785465000 |
| 1999-04-01 | 15.1254962164794000 |
| 1999-05-01 | 15.2607588441430000 |
| 1999-06-01 | 15.4272991987504000 |
| 1999-07-01 | 15.6873729234093000 |
| 1999-08-01 | 15.9260869539590000 |
| 1999-09-01 | 16.0310043269713000 |
| 1999-10-01 | 16.2437206436529000 |
| 1999-11-01 | 16.4185291505669000 |
| 1999-12-01 | 16.7021434127510000 |
| 2000-01-01 | 16.7365526484622000 |
| 2000-02-01 | 17.2269681846600980 |
| 2000-03-01 | 17.5316791925993020 |
| 2000-04-01 | 17.9143866919991980 |
| 2000-05-01 | 18.2537327218175000 |
| 2000-06-01 | 18.4159439404812000 |
| 2000-07-01 | 18.3925609181432000 |
| 2000-08-01 | 18.5204221813078000 |
| 2000-09-01 | 18.7252416902333960 |
| 2000-10-01 | 19.0524671810272000 |
| 2000-11-01 | 19.3227330118608980 |
| 2000-12-01 | 19.3930658170615000 |
| 2001-01-01 | 19.4503803571260000 |
| 2001-02-01 | 19.4396887008173000 |
| 2001-03-01 | 19.4385051430384980 |
| 2001-04-01 | 19.3193321183112020 |
| 2001-05-01 | 19.0462286372604000 |
| 2001-06-01 | 18.8989056976118980 |
| 2001-07-01 | 18.7997013534754000 |
| 2001-08-01 | 18.6141940726821030 |
| 2001-09-01 | 18.4079201678809000 |
| 2001-10-01 | 17.9549631208840000 |
| 2001-11-01 | 17.7255793053188030 |
| 2001-12-01 | 17.4770378773242000 |
| 2002-01-01 | 17.2613771297546000 |
| 2002-02-01 | 17.0513867882478000 |
| 2002-03-01 | 16.8501828235120000 |
| 2002-04-01 | 16.7384624478799000 |
| 2002-05-01 | 16.7485458315991000 |
| 2002-06-01 | 16.5965899249381000 |
| 2002-07-01 | 16.3971497930890000 |
| 2002-08-01 | 16.2996285100936000 |
| 2002-09-01 | 16.1749156187125000 |
| 2002-10-01 | 16.1535164439895030 |
| 2002-11-01 | 16.0382585752940980 |
| 2002-12-01 | 15.9611637102712000 |
| 2003-01-01 | 15.8732303808871990 |
| 2003-02-01 | 15.7533368584723020 |
| 2003-03-01 | 15.7614044476844000 |
| 2003-04-01 | 15.6646740397087000 |
| 2003-05-01 | 15.6487504295143010 |
| 2003-06-01 | 15.6032538107294000 |
| 2003-07-01 | 15.6930135246485000 |
| 2003-08-01 | 15.5937209515719020 |
| 2003-09-01 | 15.5461773158851000 |
| 2003-10-01 | 15.4482665525906000 |
| 2003-11-01 | 15.3463536921837990 |
| 2003-12-01 | 15.1449174632212990 |
| 2004-01-01 | 15.1773974623229000 |
| 2004-02-01 | 15.1471593254313020 |
| 2004-03-01 | 15.0713522067409010 |
| 2004-04-01 | 14.9823519832133000 |
| 2004-05-01 | 14.9568574437521010 |
| 2004-06-01 | 14.9251134653854990 |
| 2004-07-01 | 14.7891389419320980 |
| 2004-08-01 | 14.6844198172659990 |
| 2004-09-01 | 14.6264936218108000 |
| 2004-10-01 | 14.5428047544277000 |
| 2004-11-01 | 14.5552174915759980 |
| 2004-12-01 | 14.5267755793255000 |
| 2005-01-01 | 14.5833972457116980 |
| 2005-02-01 | 14.4315749153285000 |
| 2005-03-01 | 13.9761574341602000 |
| 2005-04-01 | 13.9901094327374000 |
| 2005-05-01 | 13.9633188460971000 |
| 2005-06-01 | 13.9418046512945000 |
| 2005-07-01 | 13.9951649755776000 |
| 2005-08-01 | 13.9893080885974000 |
| 2005-09-01 | 14.0257234986344000 |
| 2005-10-01 | 14.0387109233042000 |
| 2005-11-01 | 13.9531585979491000 |
| 2005-12-01 | 14.0066253649613000 |
| 2006-01-01 | 13.9766128574158000 |
| 2006-02-01 | 14.1143371047874000 |
| 2006-03-01 | 13.9770380381291000 |
| 2006-04-01 | 13.8898148326475000 |
| 2006-05-01 | 13.8806357167096000 |
| 2006-06-01 | 13.7611606835146000 |
| 2006-07-01 | 13.8018703992008010 |
| 2006-08-01 | 13.7940858063220000 |
| 2006-09-01 | 13.8336163479948000 |
| 2006-10-01 | 13.7355384811749000 |
| 2006-11-01 | 13.7495507093484000 |
| 2006-12-01 | 13.6903717922690990 |
| 2007-01-01 | 13.6618725241036980 |
| 2007-02-01 | 13.6941589395476000 |
| 2007-03-01 | 13.6704185917145000 |
| 2007-04-01 | 13.7965833397128000 |
| 2007-05-01 | 13.7981462058002000 |
| 2007-06-01 | 13.8734846662495000 |
| 2007-07-01 | 13.9120882804535010 |
| 2007-08-01 | 14.0057695910606000 |
| 2007-09-01 | 13.9441984464194990 |
| 2007-10-01 | 14.1346934139715010 |
| 2007-11-01 | 13.8376806030138990 |
| 2007-12-01 | 13.9817432202403000 |
| 2008-01-01 | 13.8368889157555000 |
| 2008-02-01 | 13.8754279952526000 |
| 2008-03-01 | 13.8640610067030000 |
| 2008-04-01 | 13.8084545516670990 |
| 2008-05-01 | 13.7207522861233000 |
| 2008-06-01 | 13.5796128873340990 |
| 2008-07-01 | 13.4207686090510000 |
| 2008-08-01 | 13.2116439690586000 |
| 2008-09-01 | 13.1573313277868010 |
| 2008-10-01 | 13.1314773645554000 |
| 2008-11-01 | 13.0246904607593000 |
| 2008-12-01 | 12.9808464400424000 |
| 2009-01-01 | 12.9165697978345000 |
| 2009-02-01 | 12.7557342026953010 |
| 2009-03-01 | 12.6530070723416000 |
| 2009-04-01 | 12.7304988694621000 |
| 2009-05-01 | 12.5404240576159000 |
| 2009-06-01 | 12.3748139905943010 |
| 2009-07-01 | 12.5278827120181000 |
| 2009-08-01 | 12.5221223058978000 |
| 2009-09-01 | 12.4621782013319020 |
| 2009-10-01 | 12.4283734366688010 |
| 2009-11-01 | 12.4110255689655000 |
| 2009-12-01 | 12.3861431992102010 |
| 2010-01-01 | 12.3970829945195980 |
| 2010-02-01 | 12.3428720297009990 |
| 2010-03-01 | 12.3537088804251990 |
| 2010-04-01 | 12.2539881632786990 |
| 2010-05-01 | 12.2548645327426000 |
| 2010-06-01 | 12.2664476774671980 |
| 2010-07-01 | 12.3249870579390000 |
| 2010-08-01 | 12.3181704254341980 |
| 2010-09-01 | 12.4645583179678020 |
| 2010-10-01 | 12.4239529153871000 |
| 2010-11-01 | 12.5029439043603020 |
| 2010-12-01 | 12.4987520545961000 |
| 2011-01-01 | 12.5940495512409000 |
| 2011-02-01 | 12.6367581689318000 |
| 2011-03-01 | 12.6552333238393000 |
| 2011-04-01 | 12.6782930586147000 |
| 2011-05-01 | 12.6590543565864000 |
| 2011-06-01 | 12.6523319665306000 |
| 2011-07-01 | 12.6139985391480990 |
| 2011-08-01 | 12.6076704315196990 |
| 2011-09-01 | 12.5579878474484020 |
| 2011-10-01 | 12.6215887489073020 |
| 2011-11-01 | 12.6011135521261000 |
| 2011-12-01 | 12.6203011625280000 |
| 2012-01-01 | 12.6039253120199020 |
| 2012-02-01 | 12.6382003537547000 |
| 2012-03-01 | 12.6705056112580990 |
| 2012-04-01 | 12.4871094549945000 |
| 2012-05-01 | 12.4512075266188000 |
| 2012-06-01 | 12.4359061908346980 |
| 2012-07-01 | 12.2961766246329000 |
| 2012-08-01 | 12.2814315775284000 |
| 2012-09-01 | 12.3566962097565010 |
| 2012-10-01 | 12.3235314850960000 |
| 2012-11-01 | 12.3090795111438020 |
| 2012-12-01 | 12.3457530295954020 |
| 2013-01-01 | 12.2278629319264010 |
| 2013-02-01 | 12.1423301061691990 |
| 2013-03-01 | 12.0825919258240010 |
| 2013-04-01 | 12.0839368773860000 |
| 2013-05-01 | 12.1343737748452000 |
| 2013-06-01 | 12.1171562808606000 |
| 2013-07-01 | 12.1781222127232010 |
| 2013-08-01 | 12.1575251729511000 |
| 2013-09-01 | 12.0533745334519010 |
| 2013-10-01 | 12.0319366278448000 |
| 2013-11-01 | 12.0257232655068020 |
| 2013-12-01 | 11.9736754037146000 |
| 2014-01-01 | 11.9465636005983010 |
| 2014-02-01 | 11.9467232170762000 |
| 2014-03-01 | 11.9961664898215990 |
| 2014-04-01 | 11.9698317145150990 |
| 2014-05-01 | 12.0147311618688000 |
| 2014-06-01 | 12.1062023485921000 |
| 2014-07-01 | 12.2576669621134000 |
| 2014-08-01 | 12.1318555014392000 |
| 2014-09-01 | 12.1518707000225000 |
| 2014-10-01 | 12.2495894818526000 |
| 2014-11-01 | 12.2445612357812000 |
| 2014-12-01 | 12.3029431218744010 |
| 2015-01-01 | 12.3618846756975990 |
| 2015-02-01 | 12.4438945219884990 |
| 2015-03-01 | 12.4975439437560020 |
| 2015-04-01 | 12.6512280704564000 |
| 2015-05-01 | 12.7055173295023010 |
| 2015-06-01 | 12.6952639170935000 |
| 2015-07-01 | 12.7435748200363000 |
| 2015-08-01 | 12.8193505095021000 |
| 2015-09-01 | 12.9488537452920000 |
| 2015-10-01 | 12.8682831529726000 |
| 2015-11-01 | 12.9590015014261990 |
| 2015-12-01 | 13.0305453370712000 |
| 2016-01-01 | 13.0651230200971980 |
| 2016-02-01 | 13.0345844271518980 |
| 2016-03-01 | 13.2000100904545000 |
| 2016-04-01 | 13.3258834711680000 |
| 2016-05-01 | 13.3059861514775000 |
| 2016-06-01 | 13.2904528257310000 |
| 2016-07-01 | 13.3388654983325000 |
| 2016-08-01 | 13.4179741841646990 |
| 2016-09-01 | 13.4491973915296010 |
| 2016-10-01 | 13.4818517469873000 |
| 2016-11-01 | 13.5596614687711000 |
| 2016-12-01 | 13.6494282292376000 |
| 2017-01-01 | 13.7633255420369000 |
| 2017-02-01 | 13.8220106325771000 |
| 2017-03-01 | 13.8967932205551980 |
| 2017-04-01 | 13.9076707347549020 |
| 2017-05-01 | 14.0114353894046000 |
| 2017-06-01 | 14.0919394659657000 |
| 2017-07-01 | 14.2478386210017000 |
| 2017-08-01 | 14.3307699793111000 |
| 2017-09-01 | 14.4531651018155000 |
| 2017-10-01 | 14.4786328523736000 |
| 2017-11-01 | 14.5447608524115000 |
| 2017-12-01 | 14.6529708764529990 |
| 2018-01-01 | 14.7542807604623000 |
| 2018-02-01 | 14.9176960470411990 |
| 2018-03-01 | 14.9991480036148000 |
| 2018-04-01 | 15.0954684710228020 |
| 2018-05-01 | 15.1217445122846980 |
| 2018-06-01 | 15.3084305713685000 |
| 2018-07-01 | 15.4549785578378010 |
| 2018-08-01 | 15.3531721643829990 |
| 2018-09-01 | 15.3534830715695000 |
| 2018-10-01 | 15.3609641923279000 |
| 2018-11-01 | 15.4212698864904000 |
| 2018-12-01 | 15.4392833422933010 |
| 2019-01-01 | 15.5438933307401990 |
| 2019-02-01 | 15.7253423254731980 |
| 2019-03-01 | 15.6056490948866990 |
| 2019-04-01 | 15.7969880091467000 |
| 2019-05-01 | 15.8286057547846000 |
| 2019-06-01 | 16.0281152153534020 |
| 2019-07-01 | 16.0604057043882000 |
| 2019-08-01 | 16.1820219130703000 |
| 2019-09-01 | 16.2532753415051980 |
| 2019-10-01 | 16.3329688371927000 |
| 2019-11-01 | 16.4953358594285000 |
| 2019-12-01 | 16.5153212468366000 |
| 2020-01-01 | 16.6290962466650000 |
| 2020-02-01 | 16.7429154834634000 |
| 2020-03-01 | 16.8208762853224020 |
| 2020-04-01 | 16.8020937446756020 |
| 2020-05-01 | 16.9332410314190000 |
| 2020-06-01 | 16.8517431656229000 |
| 2020-07-01 | 16.8628303768890000 |
| 2020-08-01 | 17.0083130242695000 |
| 2020-09-01 | 17.0460652221715000 |
| 2020-10-01 | 17.3088404484337000 |
| 2020-11-01 | 17.3726011904208980 |
| 2020-12-01 | 17.5864774365318000 |
| 2021-01-01 | 17.5162915064989980 |
| 2021-02-01 | 17.6630787000498980 |
| 2021-03-01 | 17.8340411230442000 |
| 2021-04-01 | 18.0164535896426980 |
| 2021-05-01 | 18.0273832521359980 |
| 2021-06-01 | 18.1741928760150000 |
| 2021-07-01 | 18.4654092655543030 |
| 2021-08-01 | 18.5267632592817000 |
| 2021-09-01 | 18.7408095666266020 |
| 2021-10-01 | 18.7899979997909000 |
| 2021-11-01 | 18.7561046519178980 |
| 2021-12-01 | 18.8610952275928000 |
| 2022-01-01 | 18.8067552088258020 |
| 2022-02-01 | 18.6802979369778000 |
| 2022-03-01 | 18.6432448444582000 |
| 2022-04-01 | 18.6278485643733980 |
| 2022-05-01 | 18.7263658831103000 |
| 2022-06-01 | 19.2921952164470020 |
| 2022-07-01 | 19.2621947378411000 |
| 2022-08-01 | 19.1379128890656030 |
| 2022-09-01 | 19.1310486403658970 |
| 2022-10-01 | 19.0805812952850000 |
| 2022-11-01 | 19.3507840750563000 |
| 2022-12-01 | 19.1422210396928000 |
