{ "data_id": "1096", "name": "FacultySalaries", "exact_name": "FacultySalaries", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nDatasets of Data And Story Library, project illustrating use of basic statistic methods, converted to arff format by Hakan Kjellerstrand.\nSource: TunedIT: http:\/\/tunedit.org\/repo\/DASL\n\nDASL file http:\/\/lib.stat.cmu.edu\/DASL\/Datafiles\/FacultySalaries.html\n\nProfessors' Pay\n\nReference: \"Faculty Compensation and Benefits Committee.\" (1993, April). Ohio State University\nAuthorization: free use\nDescription: Average salaries for professors at the top 50 universities of the Association of American Universities. Salaries of full, associate and assistant professors at these universities are provided. 1992-1993 data from Clark University are not available; 1991-1992 salaries were substituted.\n* Note that the \"Big Ten\" has 11 schools in it (since Penn State joined the original 10 schools)\nNumber of cases: 50\nVariable Names:\n\nUniversity: Name of the university\nCIC.institutions: 1 if in the Committee on Institutional Cooperation (the Big Ten* plus University of Chicago); 0 if the university is not in the CIC\naverage.salary: Average salary for all professors at the university assuming that the proportions of faculty in each rank are the same as those proportions at the Ohio State University\nfull.prof.salary: Average salary for full professors at the university in 1992\nassoc.prof.salary: Average salary for associate professors at the university in 1992\nasst.prof.salary: Average salary for assistant professors at the university in 1992", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2014-10-07 00:03:59", "update_comment": "set targets, ignores", "last_update": "2014-10-07 01:09:10", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/53979\/FacultySalaries.arff", "default_target_attribute": "asst.prof.salary", "row_id_attribute": null, "ignore_attribute": "\"University\"", "runs": 3, "suggest": { "input": [ "FacultySalaries", "Datasets of Data And Story Library, project illustrating use of basic statistic methods, converted to arff format by Hakan Kjellerstrand. Source: TunedIT: http:\/\/tunedit.org\/repo\/DASL DASL file http:\/\/lib.stat.cmu.edu\/DASL\/Datafiles\/FacultySalaries.html Professors' Pay Reference: \"Faculty Compensation and Benefits Committee.\" (1993, April). Ohio State University Authorization: free use Description: Average salaries for professors at the top 50 universities of the Association of American Universi " ], "weight": 5 }, "qualities": { "NumberOfInstances": 50, "NumberOfFeatures": 5, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 5, "NumberOfSymbolicFeatures": 0, "RandomTreeDepth3AUC": null, "J48.0001.ErrRate": null, "MeanMeansOfNumericAtts": 45.41008, "NaiveBayesErrRate": null, "Quartile1KurtosisOfNumericAtts": -0.4556348149011227, "Quartile3StdDevOfNumericAtts": 8.569550391838705, "CfsSubsetEval_NaiveBayesAUC": null, "RandomTreeDepth3ErrRate": null, "J48.0001.Kappa": null, "MeanMutualInformation": null, "NaiveBayesKappa": null, "Quartile1MeansOfNumericAtts": 21.758599999999998, "REPTreeDepth1AUC": null, "CfsSubsetEval_NaiveBayesErrRate": null, "RandomTreeDepth3Kappa": null, "J48.001.AUC": null, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "REPTreeDepth1ErrRate": null, "CfsSubsetEval_NaiveBayesKappa": null, "StdvNominalAttDistinctValues": null, "J48.001.ErrRate": null, "MeanNominalAttDistinctValues": null, "Quartile1SkewnessOfNumericAtts": 0.46035455329832714, "REPTreeDepth1Kappa": null, "CfsSubsetEval_kNN1NAUC": null, "kNN1NAUC": null, "J48.001.Kappa": null, "MeanSkewnessOfNumericAtts": 0.8496995054092492, "Quartile1StdDevOfNumericAtts": 2.524585074516023, "REPTreeDepth2AUC": null, "CfsSubsetEval_kNN1NErrRate": null, "kNN1NErrRate": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 5.577853256164099, "Quartile2AttributeEntropy": null, "REPTreeDepth2ErrRate": null, "CfsSubsetEval_kNN1NKappa": null, "kNN1NKappa": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": -0.23207832175230747, "REPTreeDepth2Kappa": null, "ClassEntropy": null, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.4682988384621902, "Quartile2MeansOfNumericAtts": 51.427, "REPTreeDepth3AUC": null, "DecisionStumpAUC": null, "MaxKurtosisOfNumericAtts": 1.6232876319692169, "MinMeansOfNumericAtts": 0.24, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": null, "DecisionStumpErrRate": null, "MaxMeansOfNumericAtts": 73.9112, "MinMutualInformation": null, "Quartile2SkewnessOfNumericAtts": 1.0119131309686424, "REPTreeDepth3Kappa": null, "DecisionStumpKappa": null, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 5.700995348111037, "RandomTreeDepth1AUC": null, "Dimensionality": 0.1, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": 0.41913660416257636, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": null, "EquivalentNumberOfAtts": null, "J48.00001.AUC": null, "MaxSkewnessOfNumericAtts": 1.2555462968012396, "MinStdDevOfNumericAtts": 0.4314191105869002, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 1.3837415984145767, "AutoCorrelation": -3.9693877551020407, "RandomTreeDepth1Kappa": null, "J48.00001.ErrRate": null, "MaxStdDevOfNumericAtts": 10.163246436176237, "MinorityClassPercentage": null, "PercentageOfNumericFeatures": 100, "Quartile3MeansOfNumericAtts": 66.0531, "CfsSubsetEval_DecisionStumpAUC": null, "RandomTreeDepth2AUC": null, "J48.00001.Kappa": null, "MeanAttributeEntropy": null, "MinorityClassSize": null, "PercentageOfSymbolicFeatures": 0, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": null, "RandomTreeDepth2ErrRate": null, "RandomTreeDepth2Kappa": null, "J48.0001.AUC": null, "MeanKurtosisOfNumericAtts": 0.3248270490549201, "NaiveBayesAUC": null, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.1579376447404748, "CfsSubsetEval_DecisionStumpKappa": null }, "tags": [], "features": [ { "name": "asst.prof.salary", "index": "5", "type": "numeric", "distinct": "39", "missing": "0", "target": "1", "min": "35", "max": "56", "mean": "43", "stdev": "5" }, { "name": "University", "index": "0", "type": "nominal", "distinct": "50", "missing": "0", "ignore": "1", "distr": [] }, { "name": "CIC.institutions", "index": "1", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "average.salary", "index": "2", "type": "numeric", "distinct": "50", "missing": "0", "min": "46", "max": "76", "mean": "58", "stdev": "7" }, { "name": "full.prof.salary", "index": "3", "type": "numeric", "distinct": "46", "missing": "0", "min": "56", "max": "97", "mean": "74", "stdev": "10" }, { "name": "assoc.prof.salary", "index": "4", "type": "numeric", "distinct": "43", "missing": "0", "min": "42", "max": "70", "mean": "51", "stdev": "6" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 3, "total_downloads": 3, "reach": 3, "reuse": 13, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 13 }