{ "data_id": "40670", "name": "dna", "exact_name": "dna", "version": 1, "version_label": null, "description": "**Author**: Ross King, based on data from Genbank 64.1 \r\n**Source**: [MLbench](https:\/\/www.rdocumentation.org\/packages\/mlbench\/versions\/2.1-1\/topics\/DNA). Originally from the StatLog project. \r\n**Please Cite**: \r\n\r\n**Primate Splice-Junction Gene Sequences (DNA)** \r\nOriginally from the StatLog project. The raw data is still available on [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Molecular+Biology+(Splice-junction+Gene+Sequences)).\r\n\r\nThe data consists of 3,186 data points (splice junctions). The data points are described by 180 indicator binary variables and the problem is to recognize the 3 classes (ei, ie, neither), i.e., the boundaries between exons (the parts of the DNA sequence retained after splicing) and introns (the parts of the DNA sequence that are spliced out). The StatLog DNA dataset is a processed version of the [Irvine database]((https:\/\/archive.ics.uci.edu\/ml\/datasets\/Molecular+Biology+(Splice-junction+Gene+Sequences))). The main difference is that the symbolic variables representing the nucleotides (only A,G,T,C) were replaced by 3 binary indicator variables. Thus the original 60 symbolic attributes were changed into 180 binary attributes. The names of the examples were removed. The examples with ambiguities were removed (there was very few of them, 4). The StatLog version of this dataset was produced by Ross King at Strathclyde University. For original details see the Irvine database documentation.\r\n\r\nThe nucleotides A,C,G,T were given indicator values as follows:\r\nA -> 1 0 0\r\nC -> 0 1 0\r\nG -> 0 0 1\r\nT -> 0 0 0\r\n\r\nHint: Much better performance is generally observed if attributes closest to the junction are used. In the StatLog version, this means using attributes A61 to A120 only.", "format": "ARFF", "uploader": "Pieter Gijsbers", "uploader_id": 869, "visibility": "public", "creator": null, "contributor": null, "date": "2017-04-06 12:13:23", "update_comment": null, "last_update": "2017-04-06 12:13:23", "licence": "public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/4965245\/dna.arff", "kaggle_url": "https:\/\/www.kaggle.com\/datasets\/muhammetvarl\/splicejunction-gene-sequences-dataset", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 7063, "suggest": { "input": [ "dna", "Originally from the StatLog project. The raw data is still available on [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Molecular+Biology+(Splice-junction+Gene+Sequences)). The data consists of 3,186 data points (splice junctions). The data points are described by 180 indicator binary variables and the problem is to recognize the 3 classes (ei, ie, neither), i.e., the boundaries between exons (the parts of the DNA sequence retained after splicing) and introns (the parts of the DNA sequence that ar " ], "weight": 5 }, "qualities": { "NumberOfInstances": 3186, "NumberOfFeatures": 181, "NumberOfClasses": 3, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 0, "NumberOfSymbolicFeatures": 181, "MaxSkewnessOfNumericAtts": null, "MinStdDevOfNumericAtts": null, "Quartile1AttributeEntropy": 0.7666079548971201, "Quartile3SkewnessOfNumericAtts": null, "MaxStdDevOfNumericAtts": null, "MinorityClassPercentage": 24.01129943502825, "Quartile1KurtosisOfNumericAtts": null, "Quartile3StdDevOfNumericAtts": null, "MeanAttributeEntropy": 0.806063119106517, "MinorityClassSize": 765, "Quartile1MeansOfNumericAtts": null, "StdvNominalAttDistinctValues": 0.07432941462471664, "MeanKurtosisOfNumericAtts": null, "NumberOfBinaryFeatures": 180, "Quartile1MutualInformation": 0.0019807880110900003, "MeanMeansOfNumericAtts": null, "Quartile1SkewnessOfNumericAtts": null, "MeanMutualInformation": 0.021626443645645557, "Quartile1StdDevOfNumericAtts": null, "AutoCorrelation": 0.37551020408163266, "MeanNoiseToSignalRatio": 36.27210688516585, "Quartile2AttributeEntropy": 0.8080280988873699, "ClassEntropy": 1.479795160554579, "MeanNominalAttDistinctValues": 2.005524861878453, "Quartile2KurtosisOfNumericAtts": null, "Dimensionality": 0.05681104833647207, "MeanSkewnessOfNumericAtts": null, "Quartile2MeansOfNumericAtts": null, "EquivalentNumberOfAtts": 68.4252660678462, "MajorityClassPercentage": 51.914626490897675, "MeanStdDevOfNumericAtts": null, "Quartile2MutualInformation": 0.0051585759646299995, "MajorityClassSize": 1654, "MinAttributeEntropy": 0.5809082509511699, "Quartile2SkewnessOfNumericAtts": null, "MaxAttributeEntropy": 0.9999954518641249, "MinKurtosisOfNumericAtts": null, "PercentageOfBinaryFeatures": 99.4475138121547, "Quartile2StdDevOfNumericAtts": null, "MaxKurtosisOfNumericAtts": null, "MinMeansOfNumericAtts": null, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 0.847932858515394, "MaxMeansOfNumericAtts": null, "MinMutualInformation": 1.94477877e-6, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": null, "MaxMutualInformation": 0.3836322812069, "MinNominalAttDistinctValues": 2, "PercentageOfNumericFeatures": 0, "Quartile3MeansOfNumericAtts": null, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": null, "PercentageOfSymbolicFeatures": 100, "Quartile3MutualInformation": 0.0160557352532625 }, "tags": [ { "uploader": "38960", "tag": "Biology" }, { "uploader": "38960", "tag": "Computational Biology" }, { "uploader": "38960", "tag": "Genetics" }, { "uploader": "2", "tag": "Kaggle" }, { "uploader": "1", "tag": "OpenML-CC18" }, { "uploader": "5824", "tag": "study_135" }, { "uploader": "1935", "tag": "study_98" }, { "uploader": "1", "tag": "study_99" } ], "features": [ { "name": "class", "index": "180", "type": "nominal", "distinct": "3", "missing": "0", "target": "1", "distr": [ [ "1", "2", "3" ], [ [ "767", "0", "0" ], [ "0", "765", "0" ], [ "0", "0", "1654" ] ] ] }, { "name": "A0", "index": "0", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "598", "612", "1234" ], [ "169", "153", "420" ] ] ] }, { "name": "A1", "index": "1", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "566", "530", "1256" ], [ "201", "235", "398" ] ] ] }, { "name": "A2", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "534", "582", "1195" ], [ "233", "183", "459" ] ] ] }, { "name": "A3", "index": "3", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "589", "603", "1215" ], [ "178", "162", "439" ] ] ] }, { "name": "A4", "index": "4", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "534", "530", "1265" ], [ "233", "235", "389" ] ] ] }, { "name": "A5", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "572", "593", "1228" ], [ "195", "172", "426" ] ] ] }, { "name": "A6", "index": "6", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "593", "609", "1274" ], [ "174", "156", "380" ] ] ] }, { "name": "A7", "index": "7", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "561", "533", "1217" ], [ "206", "232", "437" ] ] ] }, { "name": "A8", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "545", "581", "1220" ], [ "222", "184", "434" ] ] ] }, { "name": "A9", "index": "9", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "590", "613", "1231" ], [ "177", "152", "423" ] ] ] }, { "name": "A10", "index": "10", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "550", "502", "1252" ], [ "217", "263", "402" ] ] ] }, { "name": "A11", "index": "11", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "557", "610", "1217" ], [ "210", "155", "437" ] ] ] }, { "name": "A12", "index": "12", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "572", "603", "1210" ], [ "195", "162", "444" ] ] ] }, { "name": "A13", "index": "13", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "562", "494", "1268" ], [ "205", "271", "386" ] ] ] }, { "name": "A14", "index": "14", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "591", "653", "1224" ], [ "176", "112", "430" ] ] ] }, { "name": "A15", "index": "15", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "623", "612", "1247" ], [ "144", "153", "407" ] ] ] }, { "name": "A16", "index": "16", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "567", "512", "1211" ], [ "200", "253", "443" ] ] ] }, { "name": "A17", "index": "17", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "494", "627", "1239" ], [ "273", "138", "415" ] ] ] }, { "name": "A18", "index": "18", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "573", "594", "1236" ], [ "194", "171", "418" ] ] ] }, { "name": "A19", "index": "19", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "554", "541", "1234" ], [ "213", "224", "420" ] ] ] }, { "name": "A20", "index": "20", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "560", "621", "1227" ], [ "207", "144", "427" ] ] ] }, { "name": "A21", "index": "21", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "598", "567", "1232" ], [ "169", "198", "422" ] ] ] }, { "name": "A22", "index": "22", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "541", "527", "1240" ], [ "226", "238", "414" ] ] ] }, { "name": "A23", "index": "23", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "575", "638", "1244" ], [ "192", "127", "410" ] ] ] }, { "name": "A24", "index": "24", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "608", "595", "1235" ], [ "159", "170", "419" ] ] ] }, { "name": "A25", "index": "25", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "540", "508", "1230" ], [ "227", "257", "424" ] ] ] }, { "name": "A26", "index": "26", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "526", "675", "1237" ], [ "241", "90", "417" ] ] ] }, { "name": "A27", "index": "27", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "548", "631", "1240" ], [ "219", "134", "414" ] ] ] }, { "name": "A28", "index": "28", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "619", "512", "1248" ], [ "148", "253", "406" ] ] ] }, { "name": "A29", "index": "29", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "544", "655", "1221" ], [ "223", "110", "433" ] ] ] }, { "name": "A30", "index": "30", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "617", "624", "1228" ], [ "150", "141", "426" ] ] ] }, { "name": "A31", "index": "31", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "561", "547", "1255" ], [ "206", "218", "399" ] ] ] }, { "name": "A32", "index": "32", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "539", "612", "1259" ], [ "228", "153", "395" ] ] ] }, { "name": "A33", "index": "33", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "615", "641", "1263" ], [ "152", "124", "391" ] ] ] }, { "name": "A34", "index": "34", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "550", "514", "1194" ], [ "217", "251", "460" ] ] ] }, { "name": "A35", "index": "35", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "527", "625", "1228" ], [ "240", "140", "426" ] ] ] }, { "name": "A36", "index": "36", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "592", "655", "1203" ], [ "175", "110", "451" ] ] ] }, { "name": "A37", "index": "37", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "584", "486", "1240" ], [ "183", "279", "414" ] ] ] }, { "name": "A38", "index": "38", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "540", "642", "1252" ], [ "227", "123", "402" ] ] ] }, { "name": "A39", "index": "39", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "556", "648", "1185" ], [ "211", "117", "469" ] ] ] }, { "name": "A40", "index": "40", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "564", "476", "1252" ], [ "203", "289", "402" ] ] ] }, { "name": "A41", "index": "41", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "570", "648", "1255" ], [ "197", "117", "399" ] ] ] }, { "name": "A42", "index": "42", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "592", "665", "1265" ], [ "175", "100", "389" ] ] ] }, { "name": "A43", "index": "43", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "515", "464", "1249" ], [ "252", "301", "405" ] ] ] }, { "name": "A44", "index": "44", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "568", "651", "1200" ], [ "199", "114", "454" ] ] ] }, { "name": "A45", "index": "45", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "571", "682", "1233" ], [ "196", "83", "421" ] ] ] }, { "name": "A46", "index": "46", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "526", "478", "1235" ], [ "241", "287", "419" ] ] ] }, { "name": "A47", "index": "47", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "611", "669", "1223" ], [ "156", "96", "431" ] ] ] }, { "name": "A48", "index": "48", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "599", "690", "1227" ], [ "168", "75", "427" ] ] ] }, { "name": "A49", "index": "49", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "528", "499", "1253" ], [ "239", "266", "401" ] ] ] }, { "name": "A50", "index": "50", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "555", "663", "1268" ], [ "212", "102", "386" ] ] ] }, { "name": "A51", "index": "51", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "580", "703", "1255" ], [ "187", "62", "399" ] ] ] }, { "name": "A52", "index": "52", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "550", "498", "1250" ], [ "217", "267", "404" ] ] ] }, { "name": "A53", "index": "53", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "558", "666", "1218" ], [ "209", "99", "436" ] ] ] }, { "name": "A54", "index": "54", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "553", "711", "1265" ], [ "214", "54", "389" ] ] ] }, { "name": "A55", "index": "55", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "558", "480", "1228" ], [ "209", "285", "426" ] ] ] }, { "name": "A56", "index": "56", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "581", "678", "1216" ], [ "186", "87", "438" ] ] ] }, { "name": "A57", "index": "57", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "571", "715", "1207" ], [ "196", "50", "447" ] ] ] }, { "name": "A58", "index": "58", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "545", "487", "1267" ], [ "222", "278", "387" ] ] ] }, { "name": "A59", "index": "59", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "584", "682", "1249" ], [ "183", "83", "405" ] ] ] }, { "name": "A60", "index": "60", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "603", "697", "1246" ], [ "164", "68", "408" ] ] ] }, { "name": "A61", "index": "61", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "544", "486", "1220" ], [ "223", "279", "434" ] ] ] }, { "name": "A62", "index": "62", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "543", "696", "1250" ], [ "224", "69", "404" ] ] ] }, { "name": "A63", "index": "63", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "559", "688", "1238" ], [ "208", "77", "416" ] ] ] }, { "name": "A64", "index": "64", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "542", "494", "1229" ], [ "225", "271", "425" ] ] ] }, { "name": "A65", "index": "65", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "574", "682", "1214" ], [ "193", "83", "440" ] ] ] }, { "name": "A66", "index": "66", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "566", "724", "1234" ], [ "201", "41", "420" ] ] ] }, { "name": "A67", "index": "67", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "548", "442", "1230" ], [ "219", "323", "424" ] ] ] }, { "name": "A68", "index": "68", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "579", "679", "1227" ], [ "188", "86", "427" ] ] ] }, { "name": "A69", "index": "69", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "601", "700", "1247" ], [ "166", "65", "407" ] ] ] }, { "name": "A70", "index": "70", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "578", "420", "1237" ], [ "189", "345", "417" ] ] ] }, { "name": "A71", "index": "71", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "519", "711", "1251" ], [ "248", "54", "403" ] ] ] }, { "name": "A72", "index": "72", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "555", "728", "1251" ], [ "212", "37", "403" ] ] ] }, { "name": "A73", "index": "73", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "594", "409", "1238" ], [ "173", "356", "416" ] ] ] }, { "name": "A74", "index": "74", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "569", "722", "1192" ], [ "198", "43", "462" ] ] ] }, { "name": "A75", "index": "75", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "574", "710", "1235" ], [ "193", "55", "419" ] ] ] }, { "name": "A76", "index": "76", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "581", "458", "1257" ], [ "186", "307", "397" ] ] ] }, { "name": "A77", "index": "77", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "580", "711", "1235" ], [ "187", "54", "419" ] ] ] }, { "name": "A78", "index": "78", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "600", "580", "1237" ], [ "167", "185", "417" ] ] ] }, { "name": "A79", "index": "79", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "547", "529", "1228" ], [ "220", "236", "426" ] ] ] }, { "name": "A80", "index": "80", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "523", "572", "1235" ], [ "244", "193", "419" ] ] ] }, { "name": "A81", "index": "81", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "518", "747", "1225" ], [ "249", "18", "429" ] ] ] }, { "name": "A82", "index": "82", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "477", "161", "1242" ], [ "290", "604", "412" ] ] ] }, { "name": "A83", "index": "83", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "636", "761", "1212" ], [ "131", "4", "442" ] ] ] }, { "name": "A84", "index": "84", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "319", "3", "1254" ], [ "448", "762", "400" ] ] ] }, { "name": "A85", "index": "85", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "661", "764", "1226" ], [ "106", "1", "428" ] ] ] }, { "name": "A86", "index": "86", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "653", "764", "1245" ], [ "114", "1", "409" ] ] ] }, { "name": "A87", "index": "87", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "706", "764", "1243" ], [ "61", "1", "411" ] ] ] }, { "name": "A88", "index": "88", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "744", "764", "1236" ], [ "23", "1", "418" ] ] ] }, { "name": "A89", "index": "89", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "141", "2", "1223" ], [ "626", "763", "431" ] ] ] }, { "name": "A90", "index": "90", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "767", "547", "1277" ], [ "0", "218", "377" ] ] ] }, { "name": "A91", "index": "91", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "766", "655", "1251" ], [ "1", "110", "403" ] ] ] }, { "name": "A92", "index": "92", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "1", "403", "1193" ], [ "766", "362", "461" ] ] ] }, { "name": "A93", "index": "93", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "765", "585", "1230" ], [ "2", "180", "424" ] ] ] }, { "name": "A94", "index": "94", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "763", "601", "1243" ], [ "4", "164", "411" ] ] ] }, { "name": "A95", "index": "95", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "765", "593", "1255" ], [ "2", "172", "399" ] ] ] }, { "name": "A96", "index": "96", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "389", "594", "1222" ], [ "378", "171", "432" ] ] ] }, { "name": "A97", "index": "97", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "750", "561", "1238" ], [ "17", "204", "416" ] ] ] }, { "name": "A98", "index": "98", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "409", "587", "1237" ], [ "358", "178", "417" ] ] ] }, { "name": "A99", "index": "99", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "214", "594", "1259" ], [ "553", "171", "395" ] ] ] }, { "name": "A100", "index": "100", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "698", "547", "1232" ], [ "69", "218", "422" ] ] ] }, { "name": "A101", "index": "101", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "668", "558", "1208" ], [ "99", "207", "446" ] ] ] }, { "name": "A102", "index": "102", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "732", "586", "1255" ], [ "35", "179", "399" ] ] ] }, { "name": "A103", "index": "103", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "730", "531", "1218" ], [ "37", "234", "436" ] ] ] }, { "name": "A104", "index": "104", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "109", "615", "1260" ], [ "658", "150", "394" ] ] ] }, { "name": "A105", "index": "105", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "646", "611", "1247" ], [ "121", "154", "407" ] ] ] }, { "name": "A106", "index": "106", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "641", "527", "1209" ], [ "126", "238", "445" ] ] ] }, { "name": "A107", "index": "107", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "594", "572", "1254" ], [ "173", "193", "400" ] ] ] }, { "name": "A108", "index": "108", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "584", "564", "1227" ], [ "183", "201", "427" ] ] ] }, { "name": "A109", "index": "109", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "606", "569", "1277" ], [ "161", "196", "377" ] ] ] }, { "name": "A110", "index": "110", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "466", "537", "1213" ], [ "301", "228", "441" ] ] ] }, { "name": "A111", "index": "111", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "630", "582", "1226" ], [ "137", "183", "428" ] ] ] }, { "name": "A112", "index": "112", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "511", "563", "1247" ], [ "256", "202", "407" ] ] ] }, { "name": "A113", "index": "113", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "563", "554", "1244" ], [ "204", "211", "410" ] ] ] }, { "name": "A114", "index": "114", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "641", "587", "1246" ], [ "126", "178", "408" ] ] ] }, { "name": "A115", "index": "115", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "511", "564", "1233" ], [ "256", "201", "421" ] ] ] }, { "name": "A116", "index": "116", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "546", "550", "1250" ], [ "221", "215", "404" ] ] ] }, { "name": "A117", "index": "117", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "651", "576", "1261" ], [ "116", "189", "393" ] ] ] }, { "name": "A118", "index": "118", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "571", "568", "1229" ], [ "196", "197", "425" ] ] ] }, { "name": "A119", "index": "119", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "494", "548", "1218" ], [ "273", "217", "436" ] ] ] }, { "name": "A120", "index": "120", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "649", "571", "1248" ], [ "118", "194", "406" ] ] ] }, { "name": "A121", "index": "121", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "566", "584", "1245" ], [ "201", "181", "409" ] ] ] }, { "name": "A122", "index": "122", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "480", "538", "1253" ], [ "287", "227", "401" ] ] ] }, { "name": "A123", "index": "123", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "635", "588", "1261" ], [ "132", "177", "393" ] ] ] }, { "name": "A124", "index": "124", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "552", "568", "1253" ], [ "215", "197", "401" ] ] ] }, { "name": "A125", "index": "125", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "506", "554", "1209" ], [ "261", "211", "445" ] ] ] }, { "name": "A126", "index": "126", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "641", "571", "1254" ], [ "126", "194", "400" ] ] ] }, { "name": "A127", "index": "127", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "541", "538", "1263" ], [ "226", "227", "391" ] ] ] }, { "name": "A128", "index": "128", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "534", "547", "1194" ], [ "233", "218", "460" ] ] ] }, { "name": "A129", "index": "129", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "608", "598", "1250" ], [ "159", "167", "404" ] ] ] }, { "name": "A130", "index": "130", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "554", "555", "1237" ], [ "213", "210", "417" ] ] ] }, { "name": "A131", "index": "131", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "541", "590", "1218" ], [ "226", "175", "436" ] ] ] }, { "name": "A132", "index": "132", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "609", "550", "1270" ], [ "158", "215", "384" ] ] ] }, { "name": "A133", "index": "133", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "553", "528", "1222" ], [ "214", "237", "432" ] ] ] }, { "name": "A134", "index": "134", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "566", "577", "1222" ], [ "201", "188", "432" ] ] ] }, { "name": "A135", "index": "135", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "627", "575", "1218" ], [ "140", "190", "436" ] ] ] }, { "name": "A136", "index": "136", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "551", "519", "1274" ], [ "216", "246", "380" ] ] ] }, { "name": "A137", "index": "137", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "533", "574", "1207" ], [ "234", "191", "447" ] ] ] }, { "name": "A138", "index": "138", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "639", "591", "1222" ], [ "128", "174", "432" ] ] ] }, { "name": "A139", "index": "139", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "595", "565", "1257" ], [ "172", "200", "397" ] ] ] }, { "name": "A140", "index": "140", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "500", "530", "1243" ], [ "267", "235", "411" ] ] ] }, { "name": "A141", "index": "141", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "610", "601", "1215" ], [ "157", "164", "439" ] ] ] }, { "name": "A142", "index": "142", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "583", "551", "1253" ], [ "184", "214", "401" ] ] ] }, { "name": "A143", "index": "143", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "510", "518", "1246" ], [ "257", "247", "408" ] ] ] }, { "name": "A144", "index": "144", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "647", "571", "1246" ], [ "120", "194", "408" ] ] ] }, { "name": "A145", "index": "145", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "544", "539", "1254" ], [ "223", "226", "400" ] ] ] }, { "name": "A146", "index": "146", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "513", "550", "1176" ], [ "254", "215", "478" ] ] ] }, { "name": "A147", "index": "147", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "626", "566", "1217" ], [ "141", "199", "437" ] ] ] }, { "name": "A148", "index": "148", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "565", "578", "1237" ], [ "202", "187", "417" ] ] ] }, { "name": "A149", "index": "149", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "519", "571", "1257" ], [ "248", "194", "397" ] ] ] }, { "name": "A150", "index": "150", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "619", "579", "1294" ], [ "148", "186", "360" ] ] ] }, { "name": "A151", "index": "151", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "557", "553", "1196" ], [ "210", "212", "458" ] ] ] }, { "name": "A152", "index": "152", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "544", "529", "1210" ], [ "223", "236", "444" ] ] ] }, { "name": "A153", "index": "153", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "607", "549", "1214" ], [ "160", "216", "440" ] ] ] }, { "name": "A154", "index": "154", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "571", "582", "1245" ], [ "196", "183", "409" ] ] ] }, { "name": "A155", "index": "155", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "519", "561", "1232" ], [ "248", "204", "422" ] ] ] }, { "name": "A156", "index": "156", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "616", "583", "1255" ], [ "151", "182", "399" ] ] ] }, { "name": "A157", "index": "157", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "575", "551", "1228" ], [ "192", "214", "426" ] ] ] }, { "name": "A158", "index": "158", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "519", "563", "1231" ], [ "248", "202", "423" ] ] ] }, { "name": "A159", "index": "159", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "635", "607", "1249" ], [ "132", "158", "405" ] ] ] }, { "name": "A160", "index": "160", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "582", "529", "1257" ], [ "185", "236", "397" ] ] ] }, { "name": "A161", "index": "161", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "497", "532", "1224" ], [ "270", "233", "430" ] ] ] }, { "name": "A162", "index": "162", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "630", "539", "1216" ], [ "137", "226", "438" ] ] ] }, { "name": "A163", "index": "163", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "541", "551", "1259" ], [ "226", "214", "395" ] ] ] }, { "name": "A164", "index": "164", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "524", "579", "1224" ], [ "243", "186", "430" ] ] ] }, { "name": "A165", "index": "165", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "597", "588", "1247" ], [ "170", "177", "407" ] ] ] }, { "name": "A166", "index": "166", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "588", "533", "1235" ], [ "179", "232", "419" ] ] ] }, { "name": "A167", "index": "167", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "524", "567", "1255" ], [ "243", "198", "399" ] ] ] }, { "name": "A168", "index": "168", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "621", "561", "1261" ], [ "146", "204", "393" ] ] ] }, { "name": "A169", "index": "169", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "562", "597", "1238" ], [ "205", "168", "416" ] ] ] }, { "name": "A170", "index": "170", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "535", "537", "1206" ], [ "232", "228", "448" ] ] ] }, { "name": "A171", "index": "171", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "633", "566", "1268" ], [ "134", "199", "386" ] ] ] }, { "name": "A172", "index": "172", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "549", "560", "1207" ], [ "218", "205", "447" ] ] ] }, { "name": "A173", "index": "173", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "531", "545", "1246" ], [ "236", "220", "408" ] ] ] }, { "name": "A174", "index": "174", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "598", "552", "1251" ], [ "169", "213", "403" ] ] ] }, { "name": "A175", "index": "175", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "549", "566", "1212" ], [ "218", "199", "442" ] ] ] }, { "name": "A176", "index": "176", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "549", "599", "1251" ], [ "218", "166", "403" ] ] ] }, { "name": "A177", "index": "177", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "620", "606", "1239" ], [ "147", "159", "415" ] ] ] }, { "name": "A178", "index": "178", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "601", "583", "1219" ], [ "166", "182", "435" ] ] ] }, { "name": "A179", "index": "179", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "510", "483", "1239" ], [ "257", "282", "415" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }