DEVELOPMENT... { "data_id": "42806", "name": "nba-shot-logs", "exact_name": "nba-shot-logs", "version": 1, "version_label": "1.0", "description": "https:\/\/www.kaggle.com\/dansbecker\/nba-shot-logs", "format": "ARFF", "uploader": " Watson", "uploader_id": 11721, "visibility": "public", "creator": null, "contributor": null, "date": "2021-02-17 20:31:23", "update_comment": null, "last_update": "2021-02-17 20:31:23", "licence": "CC0", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22045034\/shot_logs.arff", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "nba-shot-logs", "https:\/\/www.kaggle.com\/dansbecker\/nba-shot-logs " ], "weight": 5 }, "qualities": { "NumberOfInstances": 128069, "NumberOfFeatures": 21, "NumberOfClasses": null, "NumberOfMissingValues": 5567, "NumberOfInstancesWithMissingValues": 5567, "NumberOfNumericFeatures": 14, "NumberOfSymbolicFeatures": 7, "PercentageOfSymbolicFeatures": 33.33333333333333, "AutoCorrelation": null, "PercentageOfNumericFeatures": 66.66666666666666, "PercentageOfMissingValues": 0.2069940720199565, "PercentageOfInstancesWithMissingValues": 4.3468755124190865, "PercentageOfBinaryFeatures": 14.285714285714285, "NumberOfBinaryFeatures": 3, "MinorityClassSize": null, "MinorityClassPercentage": null, "MajorityClassSize": null, "MajorityClassPercentage": null, "Dimensionality": 0.0001639741077075639 }, "tags": [ { "tag": "nba", "uploader": "11721" } ], "features": [ { "name": "TOUCH_TIME", "index": "10", "type": "numeric", "distinct": "313", "missing": "0", "min": "-164", "max": "25", "mean": "3", "stdev": "3" }, { "name": "player_id", "index": "20", "type": "numeric", "distinct": "281", "missing": "0", "min": "708", "max": "204060", "mean": "157238", "stdev": "79362" }, { "name": "player_name", "index": "19", "type": "nominal", "distinct": "281", "missing": "0", "distr": [] }, { "name": "PTS", "index": "18", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "3", "mean": "1", "stdev": "1" }, { "name": "FGM", "index": "17", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "CLOSE_DEF_DIST", "index": "16", "type": "numeric", "distinct": "299", "missing": "0", "min": "0", "max": "53", "mean": "4", "stdev": "3" }, { "name": "CLOSEST_DEFENDER_PLAYER_ID", "index": "15", "type": "numeric", "distinct": "474", "missing": "0", "min": "708", "max": "530027", "mean": "159038", "stdev": "78791" }, { "name": "CLOSEST_DEFENDER", "index": "14", "type": "nominal", "distinct": "473", "missing": "0", "distr": [] }, { "name": "SHOT_RESULT", "index": "13", "type": "nominal", "distinct": "2", "missing": "0", "distr": [] }, { "name": "PTS_TYPE", "index": "12", "type": "numeric", "distinct": "2", "missing": "0", "min": "2", "max": "3", "mean": "2", "stdev": "0" }, { "name": "SHOT_DIST", "index": "11", "type": "numeric", "distinct": "448", "missing": "0", "min": "0", "max": "47", "mean": "14", "stdev": "9" }, { "name": "GAME_ID", "index": "0", "type": "numeric", "distinct": "904", "missing": "0", "min": "21400001", "max": "21400908", "mean": "21400452", "stdev": "258" }, { "name": "DRIBBLES", "index": "9", "type": "numeric", "distinct": "33", "missing": "0", "min": "0", "max": "32", "mean": "2", "stdev": "3" }, { "name": "SHOT_CLOCK", "index": "8", "type": "numeric", "distinct": "241", "missing": "5567", "min": "0", "max": "24", "mean": "12", "stdev": "6" }, { "name": "GAME_CLOCK", "index": "7", "type": "nominal", "distinct": "719", "missing": "0", "distr": [] }, { "name": "PERIOD", "index": "6", "type": "numeric", "distinct": "7", "missing": "0", "min": "1", "max": "7", "mean": "2", "stdev": "1" }, { "name": "SHOT_NUMBER", "index": "5", "type": "numeric", "distinct": "38", "missing": "0", "min": "1", "max": "38", "mean": "7", "stdev": "5" }, { "name": "FINAL_MARGIN", "index": "4", "type": "numeric", "distinct": "88", "missing": "0", "min": "-53", "max": "53", "mean": "0", "stdev": "13" }, { "name": "W", "index": "3", "type": "nominal", "distinct": "2", "missing": "0", "distr": [] }, { "name": "LOCATION", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [] }, { "name": "MATCHUP", "index": "1", "type": "nominal", "distinct": "1808", "missing": "0", "distr": [] } ], "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 }