{ "data_id": "43766", "name": "FIFA20-Players-Dataset-with-Stats--Images", "exact_name": "FIFA20-Players-Dataset-with-Stats--Images", "version": 1, "version_label": "v1.0", "description": "About Dataset\nThis data set includes15K Fifa20 Players with 15+ features and their images , including their position, age, and Country, and many more. It can be used for learning Statistics, Performing Data Analysis, and Data Visualization using various libraries like Seaborn, Pandas-Bokeh, and Plotly. It can be used to plot various Plots to understand the comparison between various features.\nReferences\n\nSofifa.com", "format": "arff", "uploader": "Dustin Carrion", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 07:53:38", "update_comment": null, "last_update": "2022-03-24 07:53:38", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102591\/dataset", "kaggle_url": null, "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": "\"Image\"", "runs": 0, "suggest": { "input": [ "FIFA20-Players-Dataset-with-Stats--Images", "About Dataset This data set includes15K Fifa20 Players with 15+ features and their images , including their position, age, and Country, and many more. It can be used for learning Statistics, Performing Data Analysis, and Data Visualization using various libraries like Seaborn, Pandas-Bokeh, and Plotly. It can be used to plot various Plots to understand the comparison between various features. References Sofifa.com " ], "weight": 5 }, "qualities": { "NumberOfInstances": 14999, "NumberOfFeatures": 74, "NumberOfClasses": null, "NumberOfMissingValues": 14009, "NumberOfInstancesWithMissingValues": 13785, "NumberOfNumericFeatures": 58, "NumberOfSymbolicFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 91.90612707513834, "PercentageOfMissingValues": 1.2621562158197934, "AutoCorrelation": null, "PercentageOfNumericFeatures": 78.37837837837837, "Dimensionality": 0.00493366224414961, "PercentageOfSymbolicFeatures": 0, "MajorityClassPercentage": null, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0 }, "tags": [], "features": [ { "name": "Name", "index": "0", "type": "string", "distinct": "14878", "missing": "0" }, { "name": "Image", "index": "1", "type": "string", "distinct": "14944", "missing": "0", "ignore": "1" }, { "name": "Country", "index": "2", "type": "string", "distinct": 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