{ "data_id": "456", "name": "analcatdata_birthday", "exact_name": "analcatdata_birthday", "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: none specific\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": null, "contributor": null, "date": "2014-09-28 23:51:01", "update_comment": "set target feature", "last_update": "2014-10-06 16:37:44", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/52568\/analcatdata_birthday.arff", "default_target_attribute": "Births", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "analcatdata_birthday", "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": 365, "NumberOfFeatures": 4, "NumberOfClasses": 0, "NumberOfMissingValues": 30, "NumberOfInstancesWithMissingValues": 30, "NumberOfNumericFeatures": 1, "NumberOfSymbolicFeatures": 3, "Quartile2AttributeEntropy": null, "REPTreeDepth2ErrRate": null, "CfsSubsetEval_kNN1NKappa": null, "kNN1NErrRate": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 817.8820871096715, "Quartile2KurtosisOfNumericAtts": -0.6871029016492933, "REPTreeDepth2Kappa": null, "ClassEntropy": null, "kNN1NKappa": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2MeansOfNumericAtts": 9132.161643835618, "REPTreeDepth3AUC": null, "DecisionStumpAUC": null, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.6871029016492933, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": null, "DecisionStumpErrRate": null, "MaxKurtosisOfNumericAtts": -0.6871029016492933, "MinMeansOfNumericAtts": 9132.161643835618, "Quartile2SkewnessOfNumericAtts": -0.3314455547211882, "REPTreeDepth3Kappa": null, "DecisionStumpKappa": null, "MaxMeansOfNumericAtts": 9132.161643835618, "MinMutualInformation": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 817.8820871096715, "RandomTreeDepth1AUC": null, "Dimensionality": 0.010958904109589041, "MaxMutualInformation": null, "MinNominalAttDistinctValues": 7, "PercentageOfInstancesWithMissingValues": 8.21917808219178, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": null, "EquivalentNumberOfAtts": null, "MaxNominalAttDistinctValues": 31, "MinSkewnessOfNumericAtts": -0.3314455547211882, "PercentageOfMissingValues": 2.054794520547945, "Quartile3KurtosisOfNumericAtts": -0.6871029016492933, "AutoCorrelation": -603.1565934065934, "RandomTreeDepth1Kappa": null, "J48.00001.AUC": null, "MaxSkewnessOfNumericAtts": -0.3314455547211882, "MinStdDevOfNumericAtts": 817.8820871096715, "PercentageOfNumericFeatures": 25, "Quartile3MeansOfNumericAtts": 9132.161643835618, "CfsSubsetEval_DecisionStumpAUC": null, "RandomTreeDepth2AUC": null, "J48.00001.ErrRate": null, "MaxStdDevOfNumericAtts": 817.8820871096715, "MinorityClassPercentage": null, "PercentageOfSymbolicFeatures": 75, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": null, "RandomTreeDepth2ErrRate": null, "J48.00001.Kappa": null, "MeanAttributeEntropy": null, "MinorityClassSize": null, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": -0.3314455547211882, "CfsSubsetEval_DecisionStumpKappa": null, "RandomTreeDepth2Kappa": null, "J48.0001.AUC": null, "MeanKurtosisOfNumericAtts": -0.6871029016492933, "NaiveBayesAUC": null, "Quartile1KurtosisOfNumericAtts": -0.6871029016492933, "Quartile3StdDevOfNumericAtts": 817.8820871096715, "CfsSubsetEval_NaiveBayesAUC": null, "RandomTreeDepth3AUC": null, "J48.0001.ErrRate": null, "MeanMeansOfNumericAtts": 9132.161643835618, "NaiveBayesErrRate": null, "Quartile1MeansOfNumericAtts": 9132.161643835618, "REPTreeDepth1AUC": null, "CfsSubsetEval_NaiveBayesErrRate": null, "RandomTreeDepth3ErrRate": null, "J48.0001.Kappa": null, "MeanMutualInformation": null, "NaiveBayesKappa": null, "Quartile1MutualInformation": null, "REPTreeDepth1ErrRate": null, "CfsSubsetEval_NaiveBayesKappa": null, "RandomTreeDepth3Kappa": null, "J48.001.AUC": null, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1SkewnessOfNumericAtts": -0.3314455547211882, "REPTreeDepth1Kappa": null, "CfsSubsetEval_kNN1NAUC": null, "StdvNominalAttDistinctValues": 12.858201014657272, "J48.001.ErrRate": null, "MeanNominalAttDistinctValues": 16.333333333333332, "Quartile1StdDevOfNumericAtts": 817.8820871096715, "REPTreeDepth2AUC": null, "CfsSubsetEval_kNN1NErrRate": null, "kNN1NAUC": null, "J48.001.Kappa": null, "MeanSkewnessOfNumericAtts": -0.3314455547211882 }, "tags": [], "features": [ { "name": "Births", "index": "2", "type": "numeric", "distinct": "336", "missing": "0", "target": "1", "min": "7135", "max": "10711", "mean": "9132", "stdev": "818" }, { "name": "Month", "index": "0", "type": "nominal", "distinct": "11", "missing": "30", "distr": [] }, { "name": "Day", "index": "1", "type": "nominal", "distinct": "31", "missing": "0", "distr": [] }, { "name": "Day_of_week", "index": "3", "type": "nominal", "distinct": "7", "missing": "0", "distr": [] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 1, "total_downloads": 1, "reach": 1, "reuse": 5, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 5 }