{ "data_id": "46120", "name": "BitInfoCharts-clean", "exact_name": "BitInfoCharts-clean", "version": 1, "version_label": null, "description": "Bitcoin data scrapped from BitInfoCharts, with some minor preprocessing.\n\nSeveral Bitcoin related data scrapped directly from BitInfoCharts. 'date' in the format %Y-%m-%d.\nWe have only keep the rows between the max(dates with non NaN values of each column) and min(dates with non NaN values of each column), which\nleave us with dates between 2014-04-09 and 2023-03-14.", "format": "arff", "uploader": "Bruno Belucci Teixeira", "uploader_id": 30703, "visibility": "public", "creator": "\"BitInfoCharts\"", "contributor": "\"Bruno Belucci\"", "date": "2024-06-02 23:09:00", "update_comment": null, "last_update": "2024-06-02 23:09:00", "licence": "Public Domain", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22120564\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "BitInfoCharts-clean", "Bitcoin data scrapped from BitInfoCharts, with some minor preprocessing. Several Bitcoin related data scrapped directly from BitInfoCharts. 'date' in the format %Y-%m-%d. We have only keep the rows between the max(dates with non NaN values of each column) and min(dates with non NaN values of each column), which leave us with dates between 2014-04-09 and 2023-03-14. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 3262, "NumberOfFeatures": 20, "NumberOfClasses": null, "NumberOfMissingValues": 85, "NumberOfInstancesWithMissingValues": 78, "NumberOfNumericFeatures": 19, "NumberOfSymbolicFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 2.391171060698958, "AutoCorrelation": null, "PercentageOfMissingValues": 0.13028816676885346, "PercentageOfNumericFeatures": 95, "Dimensionality": 0.0061312078479460455, "PercentageOfSymbolicFeatures": 0, "MajorityClassPercentage": null, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0 }, "tags": [], "features": [ { "name": "date", "index": "0", "type": "string", "distinct": "3262", "missing": "0" }, { "name": "transactions", "index": "1", "type": "numeric", "distinct": "3237", "missing": "0", "min": "47579", "max": "490459", "mean": "238256", "stdev": "83855" }, { "name": "size", "index": "2", "type": "numeric", "distinct": "3246", "missing": "0", "min": "162260", "max": "998092", "mean": "700439", "stdev": "206353" }, { "name": "sentbyaddress", "index": "3", "type": "numeric", "distinct": "3252", "missing": "0", "min": "70902", "max": "730199", "mean": "374898", "stdev": "133807" }, { "name": "difficulty", "index": "4", "type": "numeric", "distinct": "487", "missing": "0", "min": "2147483647", "max": "2147483647", "mean": "2147483647", "stdev": "2147483647" }, { "name": "hashrate", "index": "5", "type": "numeric", "distinct": "3262", "missing": "0", "min": "2147483647", "max": "2147483647", "mean": "2147483647", "stdev": "2147483647" }, { "name": "price", "index": "6", "type": "numeric", "distinct": "3138", "missing": "0", "min": "198", "max": "67547", "mean": "12436", "stdev": "15873" }, { "name": "mining_profitability", "index": "7", "type": "numeric", "distinct": "1799", "missing": "0", "min": "0", "max": "41", "mean": "2", "stdev": "5" }, { "name": "sentinusd", "index": "8", "type": "numeric", "distinct": "3262", "missing": "0", "min": "94714318", "max": "2147483647", "mean": "2147483647", "stdev": "2147483647" }, { "name": "transactionfees", "index": "9", "type": "numeric", "distinct": "2341", "missing": "0", "min": "0", "max": "63", "mean": "3", "stdev": "6" }, { "name": "median_transaction_fee", "index": "10", "type": "numeric", "distinct": "1805", "missing": "0", "min": "0", "max": "34", "mean": "1", "stdev": "3" }, { "name": "confirmationtime", "index": "11", "type": "numeric", "distinct": "110", "missing": "1", "min": "7", "max": "25", "mean": "10", "stdev": "1" }, { "name": "marketcap", "index": "12", "type": "numeric", "distinct": "3262", "missing": "0", "min": "2147483647", "max": "2147483647", "mean": "2147483647", "stdev": "2147483647" }, { "name": "transactionvalue", "index": "13", "type": "numeric", "distinct": "3180", "missing": "0", "min": "1166", "max": "2450460", "mean": "122999", "stdev": "234370" }, { "name": "mediantransactionvalue", "index": "14", "type": "numeric", "distinct": "3246", "missing": "0", "min": "0", "max": "5417", "mean": "405", "stdev": "447" }, { "name": "tweets", "index": "15", "type": "numeric", "distinct": "3135", "missing": "56", "min": "445", "max": "363566", "mean": "55551", "stdev": "48305" }, { "name": "google_trends", "index": "16", "type": "numeric", "distinct": "2559", "missing": "0", "min": "5", "max": "617", "mean": "50", "stdev": "57" }, { "name": "activeaddresses", "index": "17", "type": "numeric", "distinct": "3237", "missing": "22", "min": "113337", "max": "1196069", "mean": "586673", "stdev": "236452" }, { "name": "top100cap", "index": "18", "type": "numeric", "distinct": "2375", "missing": "6", "min": "13", "max": "22", "mean": "17", "stdev": "2" }, { "name": "fee_to_reward", "index": "19", "type": "numeric", "distinct": "2448", "missing": "0", "min": "0", "max": "44", "mean": "4", "stdev": "5" } ], "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 }