{ "data_id": "443", "name": "analcatdata_broadway", "exact_name": "analcatdata_broadway", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nanalcatdata A collection of data sets used in the book \"Analyzing Categorical Data,\"\nby Jeffrey S. Simonoff, Springer-Verlag, New York, 2003. The submission\nconsists of a zip file containing two versions of each of 84 data sets,\nplus this README file. Each data set is given in comma-delimited ASCII\n(.csv) form, and Microsoft Excel (.xls) form.\n\nNOTICE: These data sets may be used freely for scientific, educational and\/or\nnoncommercial purposes, provided suitable acknowledgment is given (by citing\nthe above-named reference).\n\nFurther details concerning the book, including information on statistical software\n(including sample S-PLUS\/R and SAS code), are available at the web site\n\nhttp:\/\/www.stern.nyu.edu\/~jsimonof\/AnalCatData\n\n\nInformation about the dataset\nCLASSTYPE: nominal\nCLASSINDEX: last\n\n\nNote: Quotes, Single-Quotes and Backslashes were removed, Blanks replaced\nwith Underscores", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": "Jeffrey S. Simonoff", "contributor": null, "date": "2014-09-28 23:50:36", "update_comment": "show_run_code should be ignored because it is a duplicate of the target", "last_update": "2015-04-15 16:58:59", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/52555\/analcatdata_broadway.arff", "default_target_attribute": "Show_run", "row_id_attribute": null, "ignore_attribute": "\"Show\",\"Show_run_code\"", "runs": 50, "suggest": { "input": [ "analcatdata_broadway", "analcatdata A collection of data sets used in the book \"Analyzing Categorical Data,\" by Jeffrey S. Simonoff, Springer-Verlag, New York, 2003. The submission consists of a zip file containing two versions of each of 84 data sets, plus this README file. Each data set is given in comma-delimited ASCII (.csv) form, and Microsoft Excel (.xls) form. NOTICE: These data sets may be used freely for scientific, educational and\/or noncommercial purposes, provided suitable acknowledgment is given (by citing " ], "weight": 5 }, "qualities": { "NumberOfInstances": 95, "NumberOfFeatures": 8, "NumberOfClasses": 5, "NumberOfMissingValues": 9, "NumberOfInstancesWithMissingValues": 6, "NumberOfNumericFeatures": 3, "NumberOfSymbolicFeatures": 5, "MeanSkewnessOfNumericAtts": -0.0762351145046031, "Quartile1StdDevOfNumericAtts": 1.2443731941256548, "REPTreeDepth2AUC": 0.48467268598847546, "CfsSubsetEval_kNN1NErrRate": 0.28421052631578947, "kNN1NAUC": 0.6226629608208556, "J48.001.Kappa": 0.3386243386243386, "MeanStdDevOfNumericAtts": 7.107868057432221, "Quartile2AttributeEntropy": 1.1807528708505894, "REPTreeDepth2ErrRate": 0.28421052631578947, "CfsSubsetEval_kNN1NKappa": 0, "kNN1NErrRate": 0.3263157894736842, "MajorityClassPercentage": 71.57894736842105, "MinAttributeEntropy": 0.9864497419502245, "Quartile2KurtosisOfNumericAtts": -1.348677051865608, "REPTreeDepth2Kappa": 0, "ClassEntropy": 1.3271717260673308, "kNN1NKappa": 0.23585884795018158, "MajorityClassSize": 68, "MinKurtosisOfNumericAtts": -1.490530268784388, "Quartile2MeansOfNumericAtts": 3.17029, "REPTreeDepth3AUC": 0.48467268598847546, "DecisionStumpAUC": 0.6800542568459702, "MaxAttributeEntropy": 2.4667809985349347, "MinMeansOfNumericAtts": 2.967742580645161, "Quartile2MutualInformation": 0.212002528708295, "REPTreeDepth3ErrRate": 0.28421052631578947, "DecisionStumpErrRate": 0.2736842105263158, "MaxKurtosisOfNumericAtts": -0.5602252867301023, "MinMutualInformation": 0.04701610017604, "Quartile2SkewnessOfNumericAtts": 0.14616717485805605, "REPTreeDepth3Kappa": 0, "DecisionStumpKappa": 0.34343434343434354, "MaxMeansOfNumericAtts": 75.86549450549451, "MinNominalAttDistinctValues": 2, "PercentageOfBinaryFeatures": 12.5, "Quartile2StdDevOfNumericAtts": 1.3172051894350876, "RandomTreeDepth1AUC": 0.6014795467483037, "Dimensionality": 0.08421052631578947, "MaxMutualInformation": 0.29273275466073, "MinSkewnessOfNumericAtts": -0.6638323358371213, "PercentageOfInstancesWithMissingValues": 6.315789473684211, "Quartile3AttributeEntropy": 2.165993665096863, "RandomTreeDepth1ErrRate": 0.3684210526315789, "EquivalentNumberOfAtts": 6.9507819457274, "MaxNominalAttDistinctValues": 7, "MinStdDevOfNumericAtts": 1.2443731941256548, "PercentageOfMissingValues": 1.1842105263157896, "Quartile3KurtosisOfNumericAtts": -0.5602252867301023, "AutoCorrelation": 0.5638297872340425, "RandomTreeDepth1Kappa": 0.19256920835356955, "J48.00001.AUC": 0.610504541495583, "MaxSkewnessOfNumericAtts": 0.28895981746525584, "MinorityClassPercentage": 1.0526315789473684, "PercentageOfNumericFeatures": 37.5, "Quartile3MeansOfNumericAtts": 75.86549450549451, "CfsSubsetEval_DecisionStumpAUC": 0.48467268598847546, "RandomTreeDepth2AUC": 0.6014795467483037, "J48.00001.ErrRate": 0.2631578947368421, "MaxStdDevOfNumericAtts": 18.76202578873592, "MinorityClassSize": 1, "PercentageOfSymbolicFeatures": 62.5, "Quartile3MutualInformation": 0.28700663207942, "CfsSubsetEval_DecisionStumpErrRate": 0.28421052631578947, "RandomTreeDepth2ErrRate": 0.3684210526315789, "J48.00001.Kappa": 0.3386243386243386, "MeanAttributeEntropy": 1.4536841205465845, "NaiveBayesAUC": 0.7679587220460681, "Quartile1AttributeEntropy": 1.014305825692301, "Quartile3SkewnessOfNumericAtts": 0.28895981746525584, "CfsSubsetEval_DecisionStumpKappa": 0, "RandomTreeDepth2Kappa": 0.19256920835356955, "J48.0001.AUC": 0.610504541495583, "MeanKurtosisOfNumericAtts": -1.1331442024600327, "NaiveBayesErrRate": 0.30526315789473685, "Quartile1KurtosisOfNumericAtts": -1.490530268784388, "Quartile3StdDevOfNumericAtts": 18.76202578873592, "CfsSubsetEval_NaiveBayesAUC": 0.48467268598847546, "RandomTreeDepth3AUC": 0.6014795467483037, "J48.0001.ErrRate": 0.2631578947368421, "MeanMeansOfNumericAtts": 27.334509028713224, "MeanMutualInformation": 0.19093847806334, "NaiveBayesKappa": 0.2730870712401057, "Quartile1MeansOfNumericAtts": 2.967742580645161, "REPTreeDepth1AUC": 0.48467268598847546, "CfsSubsetEval_NaiveBayesErrRate": 0.28421052631578947, "RandomTreeDepth3ErrRate": 0.3684210526315789, "J48.0001.Kappa": 0.3386243386243386, "MeanNoiseToSignalRatio": 6.613363923767916, "NumberOfBinaryFeatures": 1, "Quartile1MutualInformation": 0.073806273402305, "REPTreeDepth1ErrRate": 0.28421052631578947, "CfsSubsetEval_NaiveBayesKappa": 0, "RandomTreeDepth3Kappa": 0.19256920835356955, "J48.001.AUC": 0.610504541495583, "MeanNominalAttDistinctValues": 4.2, "Quartile1SkewnessOfNumericAtts": -0.6638323358371213, "REPTreeDepth1Kappa": 0, "CfsSubsetEval_kNN1NAUC": 0.48467268598847546, "StdvNominalAttDistinctValues": 1.9235384061671346, "J48.001.ErrRate": 0.2631578947368421 }, "tags": [ { "tag": "study_1", "uploader": "2" } ], "topics": [ { "topic": "Book-based", "uploader": "8111" } ], "features": [ { "name": "Show_run", "index": "8", "type": "nominal", "distinct": "5", "missing": "0", "target": "1", "distr": [ [ "1-2_years", "2-3_years", "6-12_months", "Less_than_6_months", "More_than_3_years" ], [ [ "11", "0", "0", "0", "0" ], [ "0", "1", "0", "0", "0" ], [ "0", "0", "11", "0", "0" ], [ "0", "0", "0", "68", "0" ], [ "0", "0", "0", "0", "4" ] ] ] }, { "name": "Show", "index": "0", "type": "nominal", "distinct": "95", "missing": "0", "ignore": "1", "distr": [ [ "1776", "A_Dolls_House", "A_Thousand_Clowns", "A_View_From_the_Bridge", "Ah_Wilderness!", "Amys_View", "An_American_Daughter", "Annie", "Annie_Get_Your_Gun", "Art", "Band_in_Berlin", "Barrymore", "Cabaret", "Candide", "Chicago", "Closer", "Death_of_a_Salesman", "Dream_-_The_Johnny_Mercer_Musical", "Electra", "Eugene_Onegin", "Footloose", "Forever_Tango", "Fosse!", "Getting_and_Spending", "God_Said_Ha!", "Golden_Child", "High_Society", "Honour", "Hughie", "Into_the_Whirlwind", "It_Aint_Nothin_But_the_Blues", "Ivanov", "Jackie_-_An_American_Life", "Jekyll_and_Hyde", "Juan_Darien_-_A_Carnival_Mass", "King_David", "Little_Me", "London_Assurance", "Marlene", "More_to_Love", "Night_Must_Fall", "Not_About_Nightingales", "On_the_Town", "Once_Upon_a_Mattress", "Parade", "Peter_Pan", "Play_On!", "Present_Laughter", "Proposals", "Ragtime", "Ring_Around_the_Moon", "Rolling_on_the_T.O.B.A.", "Sex_and_Longing", "Side_Man", "Side_Show", "Skylight", "Stanley", "Steel_Pier", "Street_Corner_Symphony", "Summer_and_Smoke", "Swan_Lake", "Taking_Sides", "The_Beauty_Queen_of_Leenane", "The_Blue_Room", "The_Capeman", "The_Chairs", "The_Cherry_Orchard", "The_Civil_War:_An_American_Musical", "The_Deep_Blue_Sea", "The_Diary_of_Anne_Frank", "The_Gershwins_Fascinating_Rhythm", "The_Gin_Game", "The_Herbal_Bed", "The_Iceman_Cometh", "The_Judas_Kiss", "The_Last_Night_of_Ballyhoo", "The_Life", "The_Lion_King", "The_Lion_in_Winter", "The_Little_Foxes", "The_Lonesome_West", "The_Old_Neighborhood", "The_Rehearsal", "The_Scarlet_Pimpernel", "The_Sound_of_Music", "The_Sunshine_Boys", "The_Three_Sisters_(1)", "The_Three_Sisters_(2)", "The_Weir", "The_Young_Man_From_Atlanta", "Titanic", "Triumph_of_Love", "Twelfth_Night", "Wait_Until_Dark", "Youre_a_Good_Man_Charlie_Brown" ], [ [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "1", "0", "0" ], [ "1", "0", "0", "0", "0" ], [ "1", "0", "0", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "0", "1" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "0", "1" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "1", "0", "0", "0", "0" ], [ "1", "0", "0", "0", "0" ], [ "0", "1", "0", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "0", "1" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "1", "0", "0", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "1", "0", "0", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "1", "0", "0", "0", "0" ], [ "1", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "1" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "1", "0", "0", "0", "0" ], [ "1", "0", "0", "0", "0" ], [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "1", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "1", "0", "0", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "1", "0" ] ] ] }, { "name": "Type", "index": "1", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "Musical", "Musical_revue", "Play" ], [ [ "7", "0", "3", "19", "4" ], [ "1", "1", "1", "4", "0" ], [ "3", "0", "7", "45", "0" ] ] ] }, { "name": "Revival", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "No", "Yes" ], [ [ "9", "1", "4", "38", "2" ], [ "2", "0", "7", "30", "2" ] ] ] }, { "name": "NYT_rating", "index": "3", "type": "numeric", "distinct": "13", "missing": "2", "min": "1", "max": "5", "mean": "3", "stdev": "1" }, { "name": "DN_rating", "index": "4", "type": "numeric", "distinct": "13", "missing": "3", "min": "1", "max": "5", "mean": "3", "stdev": "1" }, { "name": "Tony_awards", "index": "5", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "0", "1", "2", "4" ], [ [ "4", "0", "7", "62", "1" ], [ "4", "1", "1", "4", "0" ], [ "3", "0", "1", "1", "1" ], [ "0", "0", "2", "1", "2" ] ] ] }, { "name": "Tony_nominations", "index": "6", "type": "nominal", "distinct": "7", "missing": "0", "distr": [ [ "0", "1", "2", "3", "4", "5", "6" ], [ [ "1", "0", "2", "30", "0" ], [ "3", "0", "3", "13", "1" ], [ "2", "0", "1", "10", "0" ], [ "2", "0", "2", "7", "0" ], [ "1", "0", "1", "7", "1" ], [ "0", "1", "0", "0", "1" ], [ "2", "0", "2", "1", "1" ] ] ] }, { "name": "Week_1_attendance", "index": "7", "type": "numeric", "distinct": "90", "missing": "4", "min": "29", "max": "102", "mean": "76", "stdev": "19" }, { "name": "Show_run_code", "index": "9", "type": "nominal", "distinct": "5", "missing": "0", "ignore": "1", "distr": [ [ "1", "2", "3", "4", "5" ], [ [ "0", "0", "0", "68", "0" ], [ "0", "0", "11", "0", "0" ], [ "11", "0", "0", "0", "0" ], [ "0", "1", "0", "0", "0" ], [ "0", "0", "0", "0", "4" ] ] ] } ], "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 }