%%-*- text -*- %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % This is a PROMISE data set made publicly available in order to encourage % repeatable, verifiable, refutable, and/or improvable predictive models % of software engineering. % % If you publish material based on PROMISE data sets then, please % follow the acknowledgment guidelines posted on the PROMISE repository % web page http://promise.site.uottawa.ca/SERepository . %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % 1. Title/Topic: MC2/software defect prediction % % (c) 2007 : Tim Menzies : tim@menzies.us % This data set is distributed under the % Creative Commons Attribution-Share Alike 3.0 License % http://creativecommons.org/licenses/by-sa/3.0/ % % You are free: % % * to Share -- copy, distribute and transmit the work % * to Remix -- to adapt the work % % Under the following conditions: % % Attribution. You must attribute the work in the manner specified by % the author or licensor (but not in any way that suggests that they endorse % you or your use of the work). % % Share Alike. If you alter, transform, or build upon this work, you % may distribute the resulting work only under the same, similar or a % compatible license. % % * For any reuse or distribution, you must make clear to others the % license terms of this work. % * Any of the above conditions can be waived if you get permission from % the copyright holder. % * Apart from the remix rights granted under this license, nothing in % this license impairs or restricts the author's moral rights. % For more deatils on this data set, see % http://promisedata.org/repository/data/kc2/kc2.arff @relation mc2 @attribute LOC_BLANK numeric @attribute BRANCH_COUNT numeric @attribute CALL_PAIRS numeric @attribute LOC_CODE_AND_COMMENT numeric @attribute LOC_COMMENTS numeric @attribute CONDITION_COUNT numeric @attribute CYCLOMATIC_COMPLEXITY numeric @attribute CYCLOMATIC_DENSITY numeric @attribute DECISION_COUNT numeric @attribute DECISION_DENSITY numeric @attribute DESIGN_COMPLEXITY numeric @attribute DESIGN_DENSITY numeric @attribute EDGE_COUNT numeric @attribute ESSENTIAL_COMPLEXITY numeric @attribute ESSENTIAL_DENSITY numeric @attribute LOC_EXECUTABLE numeric @attribute PARAMETER_COUNT numeric @attribute GLOBAL_DATA_COMPLEXITY numeric @attribute GLOBAL_DATA_DENSITY numeric @attribute HALSTEAD_CONTENT numeric @attribute HALSTEAD_DIFFICULTY numeric @attribute HALSTEAD_EFFORT numeric @attribute HALSTEAD_ERROR_EST numeric @attribute HALSTEAD_LENGTH numeric @attribute HALSTEAD_LEVEL numeric @attribute HALSTEAD_PROG_TIME numeric @attribute HALSTEAD_VOLUME numeric @attribute MAINTENANCE_SEVERITY numeric @attribute MODIFIED_CONDITION_COUNT numeric @attribute MULTIPLE_CONDITION_COUNT numeric @attribute NODE_COUNT numeric @attribute NORMALIZED_CYLOMATIC_COMPLEXITY numeric @attribute NUM_OPERANDS numeric @attribute NUM_OPERATORS numeric @attribute NUM_UNIQUE_OPERANDS numeric @attribute NUM_UNIQUE_OPERATORS numeric @attribute NUMBER_OF_LINES numeric @attribute PERCENT_COMMENTS numeric @attribute LOC_TOTAL numeric @attribute c {FALSE,TRUE} @data 12,7,0,0,16,12,4,0.1,6,2.0,1,0.25,16,1,0,39,2,4,1,18.17,33.73,20674.45,0.2,132,0.03,1148.58,612.99,0.25,3,6,14,0.06,53,79,11,14,69,29.09,39,FALSE 10,13,2,0,11,24,7,0.29,12,2.0,1,0.14,26,5,0.67,24,0,0,0,32.5,17.19,9606.08,0.19,105,0.06,533.67,558.8,0.71,6,12,21,0.15,38,67,21,19,47,31.43,24,TRUE 15,1,1,0,13,0,1,0.05,0,0,1,1,2,1,0,21,0,1,1,71.25,9.69,6686.47,0.23,128,0.1,371.47,690.22,1,0,0,3,0.02,62,66,32,10,51,38.24,21,FALSE 5,1,1,4,2,0,1,0.11,0,0,1,1,3,1,0,5,1,1,1,17.11,10.29,1810.29,0.06,44,0.1,100.57,176,1,0,0,4,0.06,16,28,7,9,18,54.55,9,FALSE 50,89,8,12,75,156,45,0.21,68,2.29,15,0.33,181,30,0.66,205,0,43,0.96,106.02,67.9,488861.64,2.4,1037,0.01,27158.98,7199.39,0.67,44,78,138,0.13,421,616,93,30,344,29.79,217,TRUE 14,13,3,3,17,24,7,0.1,12,2.0,5,0.71,30,1,0,66,0,7,1,49.82,40.86,83172.01,0.68,349,0.02,4620.67,2035.68,0.14,6,12,25,0.07,130,219,35,22,102,23.26,69,FALSE 0,1,1,0,0,0,1,0.5,0,0,1,1,2,1,0,2,0,0,0,7.74,1.5,17.41,0,5,0.67,0.97,11.61,1,0,0,3,0.25,2,3,2,3,4,0,2,FALSE 8,3,1,5,8,4,2,0.04,2,2.0,1,0.5,21,1,0,43,0,2,1,69.69,27.79,53839.29,0.65,345,0.04,2991.07,1937.07,0.5,1,2,21,0.03,126,219,34,15,66,23.21,48,FALSE 0,1,0,0,0,0,1,0.25,0,0,1,1,1,1,0,4,4,1,1,13.84,6.42,569.87,0.03,24,0.16,31.66,88.81,1,0,0,2,0.17,11,13,6,7,6,0,4,TRUE 4,13,3,0,3,24,7,0.2,12,2.0,7,1,33,6,0.83,35,2,7,1,34.45,12.83,5673.31,0.15,91,0.08,315.18,442.08,0.86,6,12,28,0.16,42,49,18,11,44,7.89,35,FALSE 16,19,0,0,22,30,10,0.2,12,2.5,1,0.1,31,7,0.67,50,0,7,0.7,21.17,41.36,36223.29,0.29,191,0.02,2012.4,875.73,0.7,9,15,23,0.11,70,121,11,13,90,30.56,50,FALSE 3,9,0,0,2,16,5,0.5,8,2.0,1,0.2,21,1,0,10,3,4,0.8,19.92,14.32,4084.22,0.1,66,0.07,226.9,285.25,0.2,4,8,18,0.29,35,31,11,9,17,16.67,10,TRUE 1,9,3,0,0,16,5,0.19,8,2.0,4,0.8,22,5,1,27,0,4,0.8,29.15,10.71,3341.46,0.1,63,0.09,185.64,312.11,1,4,8,19,0.17,26,37,17,14,30,0,27,TRUE 35,97,3,0,51,168,49,0.18,72,2.33,8,0.16,210,34,0.69,265,0,42,0.86,54.71,125.67,864010.77,2.29,1118,0.01,48000.6,6875.42,0.69,48,86,163,0.14,435,683,45,26,353,16.14,265,TRUE 0,7,0,0,0,10,4,1,4,2.5,1,0.25,11,3,0.67,4,3,4,1,7.75,9,627.65,0.02,22,0.11,34.87,69.74,0.75,3,5,9,0.67,9,13,3,6,6,0,4,FALSE 11,15,3,8,21,28,8,0.14,14,2.0,5,0.63,41,1,0,49,1,2,0.25,29.04,65.22,123506.5,0.63,349,0.02,6861.47,1893.77,0.13,7,14,35,0.09,150,199,23,20,91,37.18,57,TRUE 10,9,3,0,11,16,5,0.26,8,2.0,2,0.4,20,3,0.5,19,0,0,0,28.47,15.06,6456.82,0.14,85,0.07,358.71,428.77,0.6,4,8,17,0.12,32,53,17,16,42,36.67,19,FALSE 24,24,0,3,17,12,20,0.21,6,2.0,1,0.05,49,1,0,91,1,20,1,65.56,23.68,36775.64,0.52,241,0.04,2043.09,1552.75,0.05,3,6,31,0.15,90,151,57,30,137,18.02,94,FALSE 17,7,2,16,32,12,4,0.05,6,2.0,1,0.25,27,1,0,68,0,4,1,73.69,37.76,105042.17,0.93,471,0.03,5835.68,2782.15,0.25,3,6,25,0.03,191,280,43,17,135,41.38,84,FALSE 9,13,2,0,14,28,7,0.23,14,2.0,3,0.43,28,1,0,30,0,7,1,29.37,18.17,9701.95,0.18,99,0.06,539,533.84,0.14,7,14,23,0.13,44,55,23,19,55,31.82,30,FALSE 24,19,3,0,27,34,10,0.1,16,2.13,3,0.3,49,1,0,104,0,8,0.8,45.63,55.2,139045.04,0.84,430,0.02,7724.72,2518.93,0.1,9,17,41,0.06,168,262,35,23,157,20.61,104,TRUE 10,13,1,1,11,22,7,0.23,10,2.2,3,0.43,26,1,0,30,0,7,1,25.16,22,12176.57,0.18,104,0.05,676.48,553.48,0.14,6,11,21,0.13,44,60,20,20,54,28.57,31,FALSE 5,3,0,0,3,4,2,0.29,2,2.0,1,0.5,6,1,0,7,0,2,1,26.67,4.2,470.4,0.04,28,0.24,26.13,112,0.5,1,2,6,0.12,14,14,10,6,17,30,7,FALSE 1,1,1,0,1,0,1,0.5,0,0,1,1,2,1,0,2,0,1,1,6.04,5.25,166.42,0.01,10,0.19,9.25,31.7,1,0,0,3,0.17,3,7,2,7,6,33.33,2,FALSE 14,5,9,4,16,8,3,0.09,4,2.0,1,0.33,23,1,0,31,0,3,1,97.33,7.63,5668.74,0.25,133,0.13,314.93,742.8,0.33,2,4,22,0.04,58,75,38,10,67,39.22,35,FALSE 9,17,1,0,10,32,9,0.21,16,2.0,2,0.22,38,6,0.63,42,0,9,1,11.27,102.9,119290.11,0.39,234,0.01,6627.23,1159.28,0.67,8,16,31,0.14,98,136,10,21,63,19.23,42,TRUE 0,1,0,0,0,0,1,1,0,0,1,1,1,1,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,2,0.33,0,1,0,1,3,0,1,FALSE 1,5,1,0,0,8,3,0.25,4,2.0,1,0.33,11,1,0,12,3,3,1,15.48,36.25,20339.03,0.19,118,0.03,1129.95,561.08,0.33,2,4,10,0.2,58,60,12,15,15,0,12,TRUE 1,5,1,0,0,8,3,0.5,4,2.0,1,0.33,10,1,0,6,1,1,0.33,10.29,11.92,1461.27,0.04,30,0.08,81.18,122.62,0.33,2,4,9,0.33,13,17,6,11,9,0,6,FALSE 2,1,1,0,3,0,1,0.17,0,0,1,1,2,1,0,6,0,1,1,22.27,6.67,989.91,0.05,39,0.15,55,148.49,1,0,0,3,0.08,10,29,6,8,13,33.33,6,FALSE 0,3,0,0,0,4,2,0.67,2,2.0,1,0.5,5,1,0,3,2,2,1,6.18,5,154.4,0.01,11,0.2,8.58,30.88,0.5,1,2,5,0.4,4,7,2,5,5,0,3,FALSE 1,3,0,0,1,4,2,0.67,2,2.0,1,0.5,6,1,0,3,3,2,1,10.89,5.4,317.58,0.02,17,0.19,17.64,58.81,0.5,1,2,6,0.29,9,8,5,6,7,25,3,FALSE 8,23,3,0,14,36,12,0.38,14,2.57,5,0.42,40,6,0.45,32,0,10,0.83,39.63,24.05,22915.89,0.32,168,0.04,1273.1,952.97,0.5,11,18,30,0.21,81,87,32,19,56,30.43,32,TRUE 2,9,0,0,0,14,5,0.31,6,2.33,1,0.2,15,3,0.5,16,2,5,1,32,18.75,11252.36,0.2,117,0.05,625.13,600.13,0.6,4,7,12,0.25,50,67,20,15,20,0,16,FALSE 0,3,0,0,0,4,2,0.4,2,2.0,1,0.5,6,1,0,5,0,2,1,13.95,2.5,87.17,0.01,11,0.4,4.84,34.87,0.5,1,2,6,0.29,4,7,4,5,7,0,5,FALSE 0,1,1,0,0,0,1,0.5,0,0,1,1,2,1,0,2,1,1,1,9.51,3,85.59,0.01,9,0.33,4.75,28.53,1,0,0,3,0.25,3,6,3,6,4,0,2,FALSE 8,27,1,0,20,52,14,0.36,26,2.0,4,0.29,68,1,0,39,5,11,0.79,32.18,40.48,52735.32,0.43,254,0.02,2929.74,1302.84,0.07,13,26,56,0.2,137,117,22,13,69,33.9,39,TRUE 0,1,0,0,0,0,1,0.33,0,0,1,1,1,1,0,3,0,1,1,10.57,3,95.1,0.01,10,0.33,5.28,31.7,1,0,0,2,0.2,3,7,3,6,5,0,3,FALSE 24,12,0,2,28,16,7,0.15,8,2.0,1,0.14,19,1,0,46,0,5,0.71,28.27,37.3,39335.04,0.35,192,0.03,2185.28,1054.44,0.14,4,8,14,0.06,78,114,23,22,116,39.47,48,FALSE 10,13,5,6,10,22,7,0.12,10,2.2,1,0.14,48,5,0.67,51,0,5,0.71,92.21,26.26,63590.46,0.81,373,0.04,3532.8,2421.46,0.71,6,11,43,0.09,153,220,67,23,79,23.88,57,TRUE 5,3,3,7,3,4,2,0.08,2,2.0,2,1,10,1,0,18,0,1,0.5,69.2,12.83,11396.12,0.3,159,0.08,633.12,888.01,0.5,1,2,10,0.06,77,82,36,12,35,35.71,25,FALSE 0,32,0,0,0,0,31,0.08,0,0,1,0.03,63,1,0,365,1,31,1,187.94,57.6,623450.46,3.61,1369,0.02,34636.14,10824.53,0.03,0,0,34,0.08,632,737,203,37,367,0,365,FALSE 1,3,1,1,0,4,2,0.15,2,2.0,1,0.5,7,1,0,12,0,2,1,15.45,7.14,788.3,0.04,27,0.14,43.79,110.36,0.5,1,2,7,0.13,10,17,7,10,16,7.69,13,FALSE 18,46,2,6,24,64,26,0.22,26,2.46,15,0.58,79,23,0.88,114,0,24,0.92,43,57.74,143350.9,0.83,395,0.02,7963.94,2482.73,0.88,19,33,55,0.16,166,229,46,32,164,20.83,120,TRUE 5,5,2,0,4,8,3,0.43,4,2.0,2,0.67,13,1,0,7,2,3,1,20.57,8.17,1372,0.06,42,0.12,76.22,168,0.33,2,4,12,0.18,21,21,9,7,17,36.36,7,TRUE 19,19,4,1,12,36,10,0.2,18,2.0,7,0.7,45,7,0.67,48,0,9,0.9,30.16,26.1,20545.64,0.26,150,0.04,1141.42,787.19,0.7,9,18,37,0.12,58,92,20,18,82,21.31,49,TRUE 4,7,2,3,3,12,4,0.22,6,2.0,3,0.75,16,1,0,15,0,1,0.25,23.96,10.38,2583.65,0.08,55,0.1,143.54,248.8,0.25,3,6,14,0.15,27,28,13,10,27,28.57,18,FALSE 5,5,0,0,28,8,3,0.25,4,2.0,1,0.33,9,1,0,12,0,0,0,37.29,9,3020.28,0.11,79,0.11,167.79,335.59,0.33,2,4,8,0.06,20,59,10,9,47,70,12,FALSE 6,15,1,0,2,26,8,0.26,12,2.17,2,0.25,32,3,0.29,31,2,4,0.5,33.62,28.08,26512.3,0.31,174,0.04,1472.91,944.17,0.38,7,13,26,0.2,78,96,25,18,41,6.06,31,FALSE 4,1,1,0,2,0,1,0.14,0,0,1,1,3,1,0,7,0,1,1,19.88,8.33,1380.58,0.06,39,0.12,76.7,165.67,1,0,0,4,0.07,15,24,9,10,15,22.22,7,TRUE 6,7,7,2,6,12,4,0.07,6,2.0,4,1,31,1,0,55,2,4,1,59.86,19.78,23415.51,0.39,224,0.05,1300.86,1183.93,0.25,3,6,29,0.06,89,135,27,12,71,12.7,57,FALSE 6,13,4,4,4,24,7,0.15,12,2.0,3,0.43,37,1,0,43,1,1,0.14,43.96,48,101286.83,0.7,372,0.02,5627.05,2110.14,0.14,6,12,32,0.12,176,196,33,18,59,15.69,47,FALSE 2,1,1,0,3,0,1,0.17,0,0,1,1,2,1,0,6,0,1,1,22.27,6.67,989.91,0.05,39,0.15,55,148.49,1,0,0,3,0.08,10,29,6,8,13,33.33,6,TRUE 13,11,0,0,2,20,6,0.35,10,2.0,1,0.17,22,1,0,17,1,5,0.83,10.59,29,8908.58,0.1,67,0.03,494.92,307.19,0.17,5,10,18,0.18,29,38,8,16,34,10.53,17,FALSE 1,13,0,6,0,24,7,0.3,12,2.0,1,0.14,28,1,0,17,2,4,0.57,14.31,38.64,21359.95,0.18,115,0.03,1186.66,552.85,0.14,6,12,23,0.27,50,65,11,17,26,26.09,23,FALSE 4,1,0,0,2,0,1,0.5,0,0,1,1,1,1,0,2,0,0,0,9.06,3.5,110.95,0.01,10,0.29,6.16,31.7,1,0,0,2,0.1,2,8,2,7,10,50,2,FALSE 0,1,0,0,2,0,1,0.11,0,0,1,1,1,1,0,9,0,1,1,70.59,3,635.32,0.07,49,0.33,35.3,211.77,1,0,0,2,0.08,24,25,16,4,13,18.18,9,FALSE 5,15,0,0,5,26,8,0.2,12,2.17,1,0.13,25,5,0.57,41,1,8,1,15.49,65.83,67150,0.34,204,0.02,3730.56,1020,0.63,7,13,19,0.15,79,125,12,20,53,10.87,41,FALSE 67,59,3,3,85,104,30,0.24,46,2.26,8,0.27,112,23,0.76,121,0,29,0.97,37.4,107.21,429807.51,1.34,676,0.01,23878.2,4009.18,0.77,29,52,84,0.11,270,406,34,27,278,42.11,124,TRUE 17,45,2,5,44,86,23,0.37,42,2.05,2,0.09,97,5,0.18,57,2,9,0.39,26.44,78.12,161381.25,0.69,374,0.01,8965.62,2065.81,0.22,22,43,76,0.18,186,188,25,21,125,46.23,62,TRUE 1,3,1,1,0,4,2,0.13,2,2.0,1,0.5,7,1,0,14,0,2,1,17.24,7.5,969.51,0.04,31,0.13,53.86,129.27,0.5,1,2,7,0.11,12,19,8,10,18,6.67,15,FALSE 2,3,0,2,7,4,2,0.18,2,2.0,1,0.5,6,1,0,9,0,2,1,13.5,7.33,725.94,0.03,26,0.14,40.33,98.99,0.5,1,2,6,0.09,11,15,6,8,22,50,11,FALSE 6,5,1,4,3,8,3,0.2,4,2.0,1,0.33,11,1,0,11,1,3,1,19.66,14.3,4019.85,0.09,64,0.07,223.32,281.11,0.33,2,4,10,0.12,26,38,10,11,26,38.89,15,FALSE 0,3,1,0,0,4,2,0.4,2,2.0,2,1,6,1,0,5,1,1,0.5,12.25,4.8,282.29,0.02,17,0.21,15.68,58.81,0.5,1,2,6,0.29,8,9,5,6,7,0,5,FALSE 23,9,2,0,11,16,5,0.16,8,2.0,3,0.6,18,3,0.5,31,0,4,0.8,33.42,21.5,15450.32,0.24,139,0.05,858.35,718.62,0.6,4,8,15,0.06,43,96,18,18,85,26.19,31,TRUE 1,21,5,0,0,36,11,0.39,16,2.25,7,0.64,40,9,0.8,28,1,11,1,25.13,31.64,25154.15,0.27,155,0.03,1397.45,795.04,0.82,10,18,31,0.35,67,88,18,17,31,0,28,FALSE 1,9,0,0,0,16,5,0.22,8,2.0,1,0.2,21,1,0,23,2,5,1,37.04,20.74,15931.15,0.26,151,0.05,885.06,768.21,0.2,4,8,18,0.19,67,84,21,13,26,0,23,FALSE 60,115,9,19,98,216,58,0.19,102,2.12,16,0.28,247,39,0.67,287,0,46,0.79,107.39,96.09,991629.56,3.44,1479,0.01,55090.53,10319.4,0.67,57,108,191,0.12,615,864,96,30,466,28.96,306,TRUE 1,5,1,0,0,8,3,0.3,4,2.0,2,0.67,12,1,0,10,0,3,1,16.87,13.59,3115.69,0.08,50,0.07,173.09,229.25,0.33,2,4,11,0.23,23,27,11,13,13,0,10,FALSE 0,3,0,0,0,4,2,0.67,2,2.0,1,0.5,5,1,0,3,2,2,1,6.18,5,154.4,0.01,11,0.2,8.58,30.88,0.5,1,2,5,0.4,4,7,2,5,5,0,3,FALSE 0,7,0,0,0,10,4,1,4,2.5,1,0.25,11,3,0.67,4,3,4,1,7.75,9,627.65,0.02,22,0.11,34.87,69.74,0.75,3,5,9,0.67,9,13,3,6,6,0,4,FALSE 2,7,0,2,0,12,4,0.18,6,2.0,1,0.25,14,1,0,20,0,2,0.5,17.76,19.62,6833.79,0.12,71,0.05,379.65,348.39,0.25,3,6,12,0.15,30,41,13,17,26,9.09,22,FALSE 16,13,3,11,18,24,7,0.11,12,2.0,2,0.29,35,1,0,53,0,5,0.71,104.87,24.88,64889.48,0.87,407,0.04,3604.97,2608.62,0.14,6,12,30,0.07,199,208,68,17,100,35.37,64,FALSE 0,1,0,2,0,0,1,0.33,0,0,1,1,1,1,0,1,0,0,0,18.82,3,169.42,0.02,17,0.33,9.41,56.47,1,0,0,2,0.2,4,13,4,6,5,66.67,3,FALSE 47,41,18,9,68,54,24,0.22,22,2.45,14,0.58,94,8,0.3,100,0,21,0.88,75.13,27.46,56640.44,0.69,321,0.04,3146.69,2062.83,0.33,16,27,72,0.1,120,201,59,27,242,43.5,109,FALSE 2,1,0,0,3,0,1,0.25,0,0,1,1,1,1,0,4,0,0,0,8.72,4,139.48,0.01,11,0.25,7.75,34.87,1,0,0,2,0.09,4,7,3,6,11,42.86,4,FALSE 4,7,0,0,2,12,4,0.33,6,2.0,1,0.25,14,3,0.67,12,1,2,0.5,17.23,21,7600.61,0.12,77,0.05,422.26,361.93,0.75,3,6,12,0.2,36,41,12,14,20,14.29,12,TRUE 9,3,2,0,6,4,2,0.07,2,2.0,1,0.5,9,1,0,30,4,1,0.5,57.3,10.61,6447.25,0.2,115,0.09,358.18,607.82,0.5,1,2,9,0.04,54,61,28,11,47,16.67,30,TRUE 4,1,2,6,5,0,1,0.07,0,0,1,1,4,1,0,9,0,1,1,29.53,12,4252.78,0.12,82,0.08,236.27,354.4,1,0,0,5,0.04,24,58,10,10,26,55,15,FALSE 1,19,1,0,0,36,10,0.36,18,2.0,4,0.4,41,1,0,28,2,4,0.4,14.36,37.09,19752.67,0.18,112,0.03,1097.37,532.55,0.1,9,18,33,0.32,51,61,11,16,31,0,28,FALSE 2,3,3,0,2,4,2,0.25,2,2.0,2,1,8,1,0,8,0,0,0,22.19,2,88.76,0.01,14,0.5,4.93,44.38,0.5,1,2,8,0.14,5,9,5,4,14,20,8,FALSE 0,1,0,0,0,0,1,0.25,0,0,1,1,1,1,0,4,2,1,1,13.59,8.17,906.61,0.04,30,0.12,50.37,111.01,1,0,0,2,0.17,14,16,6,7,6,0,4,TRUE 10,1,0,0,22,0,1,0.09,0,0,1,1,1,1,0,11,0,1,1,34.65,10.5,3819.73,0.12,89,0.1,212.21,363.78,1,0,0,2,0.02,30,59,10,7,45,66.67,11,FALSE 23,15,3,10,27,28,8,0.09,14,2.0,2,0.25,39,1,0,75,0,5,0.63,136.41,27.35,102014.82,1.24,542,0.04,5667.49,3730.39,0.13,7,14,33,0.06,268,274,98,20,137,33.04,85,FALSE 5,5,1,0,5,8,3,0.17,4,2.0,1,0.33,12,1,0,18,0,3,1,28.04,18.38,9467.23,0.17,105,0.05,525.96,515.22,0.33,2,4,11,0.1,42,63,16,14,30,21.74,18,FALSE 1,3,0,0,0,4,2,0.22,2,2.0,1,0.5,6,1,0,9,2,2,1,12.01,14.62,2569.51,0.06,40,0.07,142.75,175.69,0.5,1,2,6,0.17,18,22,8,13,12,0,9,TRUE 6,7,0,0,6,12,4,0.27,6,2.0,1,0.25,14,4,1,15,2,4,1,24.1,11.69,3294.46,0.09,58,0.09,183.03,281.76,1,3,6,12,0.14,19,39,13,16,29,28.57,15,TRUE 1,19,1,0,0,36,10,0.23,18,2.0,3,0.3,40,4,0.33,43,2,9,0.9,41.82,26.68,29766.87,0.37,202,0.04,1653.71,1115.76,0.4,9,18,32,0.22,83,119,28,18,46,0,43,FALSE 0,1,1,0,0,0,1,0.5,0,0,1,1,2,1,0,2,0,0,0,7.74,1.5,17.41,0,5,0.67,0.97,11.61,1,0,0,3,0.25,2,3,2,3,4,0,2,FALSE 5,3,0,0,3,4,2,0.29,2,2.0,1,0.5,6,1,0,7,0,2,1,25.78,4.5,522,0.04,29,0.22,29,116,0.5,1,2,6,0.12,15,14,10,6,17,30,7,FALSE 9,11,8,3,28,0,10,0.29,0,0,7,0.7,26,1,0,32,0,2,0.2,42.29,10.45,4622.69,0.15,82,0.1,256.82,442.17,0.1,0,0,18,0.14,23,59,22,20,74,49.21,35,TRUE 71,19,9,19,63,34,10,0.1,16,2.13,6,0.6,42,3,0.22,78,0,9,0.9,66.83,32.56,70837.72,0.73,364,0.03,3935.43,2175.73,0.3,9,17,34,0.04,140,224,43,20,233,51.25,97,TRUE 105,125,16,19,123,202,63,0.26,78,2.59,9,0.14,223,36,0.56,225,0,61,0.97,88.2,93.2,766179.74,2.74,1217,0.01,42565.54,8220.7,0.57,62,101,162,0.13,463,754,77,31,474,38.69,244,TRUE 1,1,1,0,0,0,1,0.17,0,0,1,1,2,1,0,6,2,1,1,7.67,10.13,786.81,0.03,21,0.1,43.71,77.71,1,0,0,3,0.11,9,12,4,9,9,0,6,FALSE 19,13,3,11,19,24,7,0.1,12,2.0,2,0.29,35,1,0,57,0,5,0.71,113.84,25.03,71345.69,0.95,439,0.04,3963.65,2849.92,0.14,6,12,30,0.06,215,224,73,17,108,34.48,68,FALSE 6,20,1,1,4,18,13,0.41,6,3.0,7,0.54,31,7,0.5,31,0,8,0.62,28.29,19,10212.78,0.18,101,0.05,567.38,537.51,0.54,6,9,20,0.3,38,63,20,20,44,13.89,32,TRUE 7,15,0,0,8,26,8,0.26,12,2.17,1,0.13,26,4,0.43,31,0,8,1,23.89,26.39,16634.07,0.21,121,0.04,924.12,630.34,0.5,7,13,20,0.17,50,71,18,19,48,20.51,31,FALSE 11,9,3,0,12,16,5,0.17,8,2.0,2,0.4,20,3,0.5,29,0,0,0,33.09,17.76,10439.17,0.2,109,0.06,579.95,587.76,0.6,4,8,17,0.09,43,66,23,19,54,29.27,29,FALSE 7,1,0,1,38,0,1,0.11,0,0,1,1,1,1,0,8,0,1,1,26.79,7,1312.72,0.06,48,0.14,72.93,187.53,1,0,0,2,0.02,16,32,8,7,56,82.98,9,FALSE 0,3,0,0,0,4,2,0.67,2,2.0,1,0.5,5,1,0,3,1,2,1,8.36,9,677.56,0.03,21,0.11,37.64,75.28,0.5,1,2,5,0.4,6,15,3,9,5,0,3,TRUE 4,9,0,0,4,16,5,0.19,8,2.0,1,0.2,15,1,0,26,1,5,1,17.62,26.67,12532.75,0.16,107,0.04,696.26,469.98,0.2,4,8,12,0.14,40,67,9,12,36,13.33,26,FALSE 14,24,8,0,14,30,15,0.25,14,2.14,9,0.6,49,3,0.14,59,0,9,0.6,46.74,21.17,20950.15,0.33,162,0.05,1163.9,989.58,0.2,8,15,36,0.17,62,100,41,28,89,19.18,59,TRUE 12,11,3,0,15,20,6,0.26,10,2.0,2,0.33,25,3,0.4,23,0,3,0.5,31.56,17.2,9336.88,0.18,105,0.06,518.72,542.84,0.5,5,10,21,0.12,43,62,20,16,52,39.47,23,FALSE 2,3,0,0,1,4,2,0.29,2,2.0,1,0.5,6,1,0,7,0,2,1,12.09,6.3,479.73,0.03,20,0.16,26.65,76.15,0.5,1,2,6,0.17,7,13,5,9,12,12.5,7,FALSE 3,1,1,0,5,0,1,0.2,0,0,1,1,2,1,0,5,0,0,0,12.4,3.75,174.4,0.02,14,0.27,9.69,46.51,1,0,0,3,0.07,5,9,4,6,15,50,5,FALSE 5,5,0,0,7,8,3,0.21,4,2.0,1,0.33,9,1,0,14,2,1,0.33,15.99,6.67,710.71,0.04,28,0.15,39.48,106.61,0.33,2,4,8,0.11,10,18,6,8,28,33.33,14,TRUE 6,15,0,0,7,28,8,0.33,14,2.0,1,0.13,31,3,0.29,24,1,8,1,20.68,26.5,14523.02,0.18,114,0.04,806.83,548.04,0.38,7,14,25,0.21,53,61,14,14,39,22.58,24,FALSE 1,7,1,0,0,10,4,0.57,4,2.5,2,0.5,12,3,0.67,7,1,3,0.75,10.97,13,1854.11,0.05,33,0.08,103.01,142.62,0.75,3,5,10,0.4,14,19,7,13,10,0,7,FALSE 29,69,0,0,37,112,35,0.21,44,2.55,1,0.03,113,26,0.74,163,0,25,0.71,50.5,87.12,383277.96,1.47,751,0.01,21293.22,4399.34,0.74,34,56,80,0.15,307,444,37,21,231,18.5,163,FALSE 8,7,1,0,6,12,4,0.21,6,2.0,2,0.5,16,1,0,19,0,4,1,33.72,13.7,6324.89,0.15,88,0.07,351.38,461.82,0.25,3,6,14,0.11,42,46,23,15,35,24,19,FALSE 0,5,0,0,0,8,3,0.75,4,2.0,1,0.33,9,1,0,4,1,3,1,8.14,8.17,542.58,0.02,20,0.12,30.14,66.44,0.33,2,4,8,0.5,7,13,3,7,6,0,4,FALSE 15,21,5,0,16,40,11,0.15,20,2.0,9,0.82,50,4,0.3,74,0,9,0.82,52.32,34.5,62277.28,0.6,302,0.03,3459.85,1805.14,0.36,10,20,41,0.1,120,182,40,23,107,17.78,74,FALSE 3,3,0,0,4,4,2,0.33,2,2.0,1,0.5,5,1,0,6,0,2,1,13.71,9.43,1218.81,0.04,31,0.11,67.71,129.27,0.5,1,2,5,0.13,12,19,7,11,15,40,6,FALSE 30,69,17,4,52,118,35,0.27,54,2.19,18,0.51,152,17,0.47,125,0,25,0.71,84.68,27.62,64595.11,0.78,363,0.04,3588.62,2338.79,0.49,32,59,119,0.16,145,218,63,24,213,30.94,129,FALSE 0,5,0,0,0,8,3,0.5,4,2.0,1,0.33,11,1,0,6,2,3,1,12.29,9.33,1070.66,0.04,31,0.11,59.48,114.71,0.33,2,4,10,0.38,16,15,6,7,8,0,6,FALSE 0,3,1,0,0,4,2,0.15,2,2.0,2,1,7,1,0,13,3,2,1,12.55,12.86,2075.42,0.05,38,0.08,115.3,161.42,0.5,1,2,7,0.13,15,23,7,12,16,0,13,FALSE 13,13,4,2,13,24,7,0.17,12,2.0,2,0.29,29,4,0.5,39,0,0,0,42.89,24.48,25705.69,0.35,187,0.04,1428.09,1049.95,0.57,6,12,24,0.1,71,116,29,20,69,27.78,41,FALSE 24,51,3,11,21,82,26,0.28,32,2.56,2,0.08,91,13,0.48,82,0,8,0.31,93.16,39.49,145307.86,1.23,555,0.03,8072.66,3679.29,0.5,25,41,67,0.19,261,294,76,23,140,28.07,93,FALSE 2,7,0,7,0,12,4,0.1,6,2.0,1,0.25,15,1,0,35,0,3,0.75,68.55,21,30230.73,0.48,249,0.05,1679.48,1439.56,0.25,3,6,13,0.09,123,126,41,14,46,16.67,42,FALSE 1,3,0,0,2,4,2,0.29,2,2.0,1,0.5,6,1,0,7,2,2,1,10.42,8.25,709.1,0.03,22,0.12,39.39,85.95,0.5,1,2,6,0.17,11,11,6,9,12,22.22,7,FALSE 6,5,1,4,5,8,3,0.2,4,2.0,2,0.67,11,1,0,11,2,3,1,24.87,11.46,3265.45,0.09,63,0.09,181.41,284.98,0.33,2,4,10,0.1,25,38,12,11,29,45,15,FALSE 17,27,3,3,18,44,14,0.17,18,2.44,6,0.43,51,9,0.62,79,0,14,1,57.29,46.22,122395.16,0.88,435,0.02,6799.73,2648.05,0.64,13,22,39,0.12,159,276,43,25,119,21,82,FALSE 0,3,0,0,1,4,2,0.18,2,2.0,1,0.5,6,1,0,11,1,2,1,16.94,8.13,1118.06,0.05,33,0.12,62.11,137.61,0.5,1,2,6,0.14,13,20,8,10,14,8.33,11,FALSE 5,3,0,0,3,4,2,0.29,2,2.0,1,0.5,6,1,0,7,0,2,1,26.67,4.5,540,0.04,30,0.22,30,120,0.5,1,2,6,0.12,15,15,10,6,17,30,7,FALSE 7,25,2,0,18,44,13,0.27,20,2.2,3,0.23,55,6,0.42,48,1,8,0.62,39.18,58.48,133998.62,0.76,400,0.02,7444.37,2291.17,0.46,12,22,44,0.17,193,207,33,20,75,27.27,48,TRUE 2,3,0,0,0,4,2,0.25,2,2.0,1,0.5,7,1,0,8,0,2,1,17.27,7.29,916.65,0.04,34,0.14,50.93,125.81,0.5,1,2,7,0.17,17,17,7,6,12,0,8,FALSE 5,1,0,0,16,0,1,0.14,0,0,1,1,1,1,0,7,0,1,1,57.27,5.76,1903.03,0.11,72,0.17,105.72,330.12,1,0,0,2,0.03,28,44,17,7,30,69.57,7,FALSE 7,1,0,0,8,0,1,0.11,0,0,1,1,1,1,0,9,0,0,0,98.58,5.33,2796.39,0.18,107,0.19,155.36,525.04,1,0,0,2,0.04,35,72,23,7,26,47.06,9,TRUE 0,3,0,0,1,4,2,0.18,2,2.0,1,0.5,6,1,0,11,1,2,1,16.29,7.56,931.62,0.04,29,0.13,51.76,123.19,0.5,1,2,6,0.14,11,18,8,11,14,8.33,11,FALSE 26,31,7,9,21,60,16,0.18,30,2.0,2,0.13,83,1,0,78,0,7,0.44,85.18,35.77,109011.28,1.02,478,0.03,6056.18,3047.27,0.06,15,30,69,0.12,241,237,64,19,136,27.78,87,TRUE 1,7,1,0,0,12,4,0.44,6,2.0,2,0.5,16,1,0,9,1,2,0.5,9.94,20.43,4149.67,0.07,47,0.05,230.54,203.13,0.25,3,6,14,0.33,22,25,7,13,12,0,9,FALSE 0,1,0,0,0,0,1,0.33,0,0,1,1,1,1,0,3,0,1,1,11.58,2.67,82.35,0.01,11,0.38,4.57,30.88,1,0,0,2,0.2,4,7,3,4,5,0,3,FALSE 0,3,0,0,0,4,2,0.15,2,2.0,1,0.5,6,1,0,13,2,2,1,19.72,10.5,2174.18,0.07,53,0.1,120.79,207.07,0.5,1,2,6,0.13,24,29,8,7,15,0,13,FALSE 0,3,0,0,0,4,2,1,2,2.0,1,0.5,5,1,0,2,0,0,0,5.33,1.5,12,0,4,0.67,0.67,8,0.5,1,2,5,0.5,1,3,1,3,4,0,2,FALSE 0,1,0,0,0,0,1,0.33,0,0,1,1,1,1,0,3,0,1,1,13.2,2.5,82.5,0.01,11,0.4,4.58,33,1,0,0,2,0.2,5,6,4,4,5,0,3,FALSE 2,1,0,0,14,0,1,0.25,0,0,1,1,1,1,0,4,1,1,1,11.01,14,2158.15,0.05,43,0.07,119.9,154.15,1,0,0,2,0.05,20,23,5,7,21,77.78,4,TRUE 7,3,4,1,6,4,2,0.09,2,2.0,2,1,10,1,0,22,0,2,1,44.5,21.58,20724.8,0.32,183,0.05,1151.38,960.37,0.5,1,2,10,0.05,83,100,25,13,38,24.14,23,FALSE 45,61,3,2,68,106,31,0.19,46,2.3,3,0.1,127,20,0.63,160,0,28,0.9,61.68,64.5,256623.54,1.33,633,0.02,14256.86,3978.66,0.65,30,53,98,0.11,258,375,52,26,277,30.43,162,TRUE 3,9,0,0,4,14,5,0.28,6,2.33,1,0.2,16,1,0,18,0,5,1,17.99,13,3039.83,0.08,51,0.08,168.88,233.83,0.2,4,7,13,0.19,22,29,11,13,27,18.18,18,FALSE 4,1,0,0,5,0,1,0.08,0,0,1,1,1,1,0,13,0,1,1,85.14,2.4,490.38,0.07,49,0.42,27.24,204.33,1,0,0,2,0.04,24,25,15,3,24,27.78,13,FALSE 1,3,0,0,1,4,2,0.67,2,2.0,1,0.5,6,1,0,3,2,2,1,8.3,6,298.97,0.02,15,0.17,16.61,49.83,0.5,1,2,6,0.29,8,7,4,6,7,25,3,FALSE 1,3,0,0,0,4,2,0.22,2,2.0,1,0.5,6,1,0,9,2,2,1,10.82,9.75,1028.49,0.04,27,0.1,57.14,105.49,0.5,1,2,6,0.17,13,14,6,9,12,0,9,TRUE 6,3,1,0,7,4,2,0.15,2,2.0,1,0.5,8,1,0,13,1,2,1,16.23,21.09,7220.51,0.11,72,0.05,401.14,342.35,0.5,1,2,8,0.07,29,43,11,16,28,35,13,TRUE 22,38,9,2,61,66,20,0.16,32,2.06,10,0.5,127,13,0.63,124,1,11,0.55,59.36,88.78,467827.72,1.76,820,0.01,25990.43,5269.54,0.65,17,33,109,0.09,388,432,59,27,211,33.69,126,TRUE 6,9,2,6,4,4,7,0.11,2,2.0,4,0.57,22,1,0,57,1,7,1,51.55,33,56139.09,0.57,288,0.03,3118.84,1701.18,0.14,1,2,17,0.09,132,156,40,20,75,14.93,63,FALSE 9,11,3,0,33,20,6,0.26,10,2.0,2,0.33,28,1,0,23,2,5,0.83,19.5,40.24,31575.87,0.26,153,0.02,1754.21,784.78,0.17,5,10,24,0.09,76,77,17,18,68,58.93,23,TRUE 5,5,1,0,6,8,3,0.25,4,2.0,2,0.67,11,3,1,12,1,3,1,28.47,8.75,2179.83,0.08,53,0.11,121.1,249.12,1,2,4,10,0.09,15,38,12,14,32,33.33,12,TRUE 1,5,1,0,0,8,3,0.27,4,2.0,1,0.33,11,1,0,11,2,3,1,15.38,17.82,4881.96,0.09,59,0.06,271.22,273.99,0.33,2,4,10,0.21,28,31,11,14,14,0,11,TRUE 7,15,2,0,9,26,8,0.27,12,2.17,3,0.38,32,1,0,30,1,5,0.63,25.01,30,22511.76,0.25,141,0.03,1250.65,750.39,0.13,7,13,26,0.17,60,81,20,20,48,23.08,30,TRUE 9,23,2,5,9,38,12,0.26,16,2.38,4,0.33,42,8,0.64,41,3,5,0.42,42.25,28.27,33760.15,0.4,215,0.04,1875.56,1194.24,0.67,11,19,32,0.18,70,145,26,21,68,25.45,46,TRUE 62,9,6,19,50,16,5,0.08,8,2.0,2,0.4,24,1,0,42,0,2,0.4,46.62,31.57,46467.35,0.49,268,0.03,2581.52,1471.82,0.2,4,8,21,0.03,104,164,28,17,175,62.16,61,TRUE 4,5,1,0,2,6,3,0.17,2,3.0,2,0.67,10,3,1,18,1,3,1,19.51,15.71,4814.52,0.1,66,0.06,267.47,306.49,1,2,3,9,0.12,29,37,12,13,26,10,18,FALSE 2,1,1,0,2,0,1,0.17,0,0,1,1,3,1,0,6,0,0,0,17.51,5,437.85,0.03,23,0.2,24.32,87.57,1,0,0,4,0.08,10,13,7,7,12,25,6,FALSE 8,11,2,0,6,20,6,0.32,10,2.0,2,0.33,31,1,0,19,1,6,1,34.67,15,7800,0.17,104,0.07,433.33,520,0.17,5,10,27,0.17,50,54,20,12,35,24,19,TRUE 3,5,0,2,7,8,3,0.1,4,2.0,1,0.33,10,1,0,28,2,3,1,21.41,27.56,16265.89,0.2,116,0.04,903.66,590.15,0.33,2,4,9,0.07,49,67,16,18,42,24.32,30,FALSE 13,1,1,0,12,0,1,0.05,0,0,1,1,2,1,0,21,0,1,1,84.01,8.07,5476.14,0.23,125,0.12,304.23,678.28,1,0,0,3,0.02,61,64,34,9,48,36.36,21,FALSE 1,1,0,0,0,0,1,0.08,0,0,1,1,1,1,0,12,0,1,1,63.93,2.75,483.48,0.06,45,0.36,26.86,175.81,1,0,0,2,0.07,22,23,12,3,15,0,12,TRUE 5,25,2,0,24,42,13,0.22,18,2.33,5,0.38,52,8,0.58,60,2,13,1,18.77,90,152013.39,0.56,332,0.01,8445.19,1689.04,0.62,12,21,41,0.14,160,172,16,18,91,28.57,60,TRUE 1,21,4,0,0,36,11,0.39,16,2.25,7,0.64,40,9,0.8,28,1,11,1,22.35,34.53,26650.95,0.26,153,0.03,1480.61,771.79,0.82,10,18,31,0.35,65,88,16,17,31,0,28,FALSE 13,58,8,15,12,80,32,0.24,30,2.67,21,0.66,105,20,0.61,120,0,27,0.84,49.52,51.79,132801.57,0.85,408,0.02,7377.86,2564.44,0.63,25,40,75,0.2,175,233,49,29,162,18.37,135,TRUE 10,1,1,0,1,0,1,0.05,0,0,1,1,19,1,0,20,0,1,1,64.31,7.2,3333.77,0.15,109,0.14,185.21,463.02,1,0,0,20,0.03,54,55,15,4,33,4.76,20,FALSE