{ "data_id": "43352", "name": "PS4-Games", "exact_name": "PS4-Games", "version": 1, "version_label": "v1.0", "description": "Context\nThis dataset include all games for PlayStation 4 for the present.\nI used the truetrophies website to create this dataset.\nContent\nYou can find 1 datasets :\ngames_data.csv: contend up to date list of PlayStation 4 (PS4) games , games name and some details like score ,rating for each game etc.\nThis dataset includes 1584 games information \nAcknowledgements\nThe data in this dataset has been scraped using BeautifulSoup from the truetrophies website\nInspiration\nwhat you can do with this data is :\n1- Popularity based recommenders system \nyou can recommend games by taking the count of number of ratings given to each place.\nThe assumption is, the game that has the most number of ratings are the popular. \n2-content based recommenders system \n you can recommend games based on its features and how similar they are to features of other games in the data set.", "format": "arff", "uploader": "Elif Ceren Gok", "uploader_id": 30125, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-23 12:34:55", "update_comment": null, "last_update": "2022-03-23 12:34:55", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102177\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "PS4-Games", "Context This dataset include all games for PlayStation 4 for the present. I used the truetrophies website to create this dataset. Content You can find 1 datasets : games_data.csv: contend up to date list of PlayStation 4 (PS4) games , games name and some details like score ,rating for each game etc. This dataset includes 1584 games information Acknowledgements The data in this dataset has been scraped using BeautifulSoup from the truetrophies website Inspiration what you can do with this data is " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1584, "NumberOfFeatures": 10, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 8, "NumberOfSymbolicFeatures": 0, "AutoCorrelation": null, "PercentageOfMissingValues": 0, "Dimensionality": 0.006313131313131313, "PercentageOfNumericFeatures": 80, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0 }, "tags": [ { "uploader": "38960", "tag": "Computer Systems" }, { "uploader": "38960", "tag": "Machine Learning" } ], "features": [ { "name": "Unnamed:_0", "index": "0", "type": "numeric", "distinct": "1584", "missing": "0", "min": "0", "max": "1583", "mean": "792", "stdev": "457" }, { "name": "game", "index": "1", "type": "string", "distinct": "1584", "missing": "0" }, { "name": "score", "index": "2", "type": "numeric", "distinct": "1063", "missing": "0", "min": "189", "max": "12017", "mean": "1895", "stdev": "1390" }, { "name": "leaderbord", "index": "3", "type": "numeric", "distinct": "250", "missing": "0", "min": "1", "max": "7", "mean": "2", "stdev": "1" }, { "name": "gamers", "index": "4", "type": "numeric", "distinct": "1487", "missing": "0", "min": "60", "max": "245220", "mean": "18589", "stdev": "33676" }, { "name": "comp_perc", "index": "5", "type": "numeric", "distinct": "733", "missing": "0", "min": "0", "max": "100", "mean": "49", "stdev": "35" }, { "name": "rating", "index": "6", "type": "numeric", "distinct": "45", "missing": "0", "min": "1", "max": "5", "mean": "3", "stdev": "1" }, { "name": "url", "index": "7", "type": "string", "distinct": "1584", "missing": "0" }, { "name": "min_comp_time", "index": "8", "type": "numeric", "distinct": "23", "missing": "0", "min": "0", "max": "200", "mean": "16", "stdev": "28" }, { "name": "max_comp_time", "index": "9", "type": "numeric", "distinct": "23", "missing": "0", "min": "1", "max": "700", "mean": "25", "stdev": "70" } ], "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 }