{ "data_id": "43493", "name": "GoodReads-Choice-Awards", "exact_name": "GoodReads-Choice-Awards", "version": 1, "version_label": "v1.0", "description": "GoodReads Choice Awards\nEvery year GoodReads announces a contest for the best book of the year called GoodReads Choice Awards. Every year there are multiple categories and every reader can vote for a single book in each of them.\nData\n\nare scraped from GoodReads Choice Awards awards websites using Python", "format": "arff", "uploader": "Onur Yildirim", "uploader_id": 30126, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-23 13:27:43", "update_comment": null, "last_update": "2022-03-23 13:27:43", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102318\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": "\"gid\"", "runs": 0, "suggest": { "input": [ "GoodReads-Choice-Awards", "GoodReads Choice Awards Every year GoodReads announces a contest for the best book of the year called GoodReads Choice Awards. Every year there are multiple categories and every reader can vote for a single book in each of them. Data are scraped from GoodReads Choice Awards awards websites using Python " ], "weight": 5 }, "qualities": { "NumberOfInstances": 3660, "NumberOfFeatures": 16, "NumberOfClasses": null, "NumberOfMissingValues": 223, "NumberOfInstancesWithMissingValues": 162, "NumberOfNumericFeatures": 11, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.004371584699453552, "PercentageOfNumericFeatures": 68.75, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 4.426229508196721, "AutoCorrelation": null, "PercentageOfMissingValues": 0.38080601092896177 }, "tags": [ { "uploader": "38960", "tag": "Computer Systems" }, { "uploader": "38960", "tag": "Machine Learning" } ], "features": [ { "name": "gid", "index": "0", "type": "numeric", "distinct": "3513", "missing": "0", "ignore": "1", "min": "1215032", "max": "52709482", "mean": "23624235", "stdev": "10569581" }, { "name": "rank", "index": "1", "type": "numeric", "distinct": "20", "missing": "0", "min": "1", "max": "20", "mean": "11", "stdev": "6" }, { "name": "votes", "index": "2", "type": "numeric", "distinct": "3132", "missing": "0", "min": "19", "max": "128543", "mean": "7334", "stdev": "10394" }, { "name": "title", "index": "3", "type": "string", "distinct": "3503", "missing": "0" }, { "name": "category", "index": "4", "type": "string", "distinct": "29", "missing": "0" }, { "name": "year", "index": "5", "type": "numeric", "distinct": "9", "missing": "0", "min": "2011", "max": "2019", "mean": "2015", "stdev": "3" }, { "name": "authors", "index": "6", "type": "string", "distinct": "2462", "missing": "0" }, { "name": "avg_rating", "index": "7", "type": "numeric", "distinct": "154", "missing": "0", "min": "3", "max": "5", "mean": "4", "stdev": "0" }, { "name": "pages", "index": "8", "type": "numeric", "distinct": "599", "missing": "70", "min": "14", "max": "1243", "mean": "339", "stdev": "151" }, { "name": "published", "index": "9", "type": "string", "distinct": "790", "missing": "153" }, { "name": "publisher", "index": "10", "type": "string", "distinct": "699", "missing": "0" }, { "name": "5stars", "index": "11", "type": "numeric", "distinct": "3162", "missing": "0", "min": "6", "max": "1679120", "mean": "22679", "stdev": "81392" }, { "name": "4stars", "index": "12", "type": "numeric", "distinct": "3173", "missing": "0", "min": "1", "max": "946570", "mean": "18568", "stdev": "55482" }, { "name": "3stars", "index": "13", "type": "numeric", "distinct": "2864", "missing": "0", "min": "-6109", "max": "466103", "mean": "9120", "stdev": "27100" }, { "name": "2stars", "index": "14", "type": "numeric", "distinct": "1872", "missing": "0", "min": "-1949", "max": "190638", "mean": "2439", "stdev": "8272" }, { "name": "1stars", "index": "15", "type": "numeric", "distinct": "1275", "missing": "0", "min": "-179", "max": "212081", "mean": "1073", "stdev": "5150" }, { "name": "ratings", "index": "16", "type": "numeric", "distinct": "3395", "missing": "0", "min": "9", "max": "3300021", "mean": "53879", "stdev": "172507" } ], "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 }