{ "data_id": "43668", "name": "Cryptocurrencies", "exact_name": "Cryptocurrencies", "version": 1, "version_label": "v1.0", "description": "Context\nThousands of cryptocurrencies have sprung up in the past few years. Can you predict which one will be the next BTC?\nContent\nThe dataset contains daily opening, high, low, close, and trading volumes for over 1200 cryptocurrencies (excluding bitcoin).\nAcknowledgements\nhttps:\/\/timescaledata.blob.core.windows.net\/datasets\/crypto_data.tar.gz\nInspiration\nSpeculative forces are always at work on cryptocurrency exchanges - but do they contain any statistically significant features?", "format": "arff", "uploader": "Dustin Carrion", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 01:19:03", "update_comment": null, "last_update": "2022-03-24 01:19:03", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102493\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Cryptocurrencies", "Context Thousands of cryptocurrencies have sprung up in the past few years. Can you predict which one will be the next BTC? Content The dataset contains daily opening, high, low, close, and trading volumes for over 1200 cryptocurrencies (excluding bitcoin). Acknowledgements https:\/\/timescaledata.blob.core.windows.net\/datasets\/crypto_data.tar.gz Inspiration Speculative forces are always at work on cryptocurrency exchanges - but do they contain any statistically significant features? " ], "weight": 5 }, "qualities": { "NumberOfInstances": 567769, "NumberOfFeatures": 8, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 6, "NumberOfSymbolicFeatures": 0, "Dimensionality": 1.4090237402887443e-5, "PercentageOfNumericFeatures": 75, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": null, "PercentageOfMissingValues": 0 }, "tags": [ { "uploader": "38960", "tag": "Computer Systems" }, { "uploader": "38960", "tag": "Machine Learning" } ], "features": [ { "name": "DateTime", "index": "0", "type": "string", "distinct": "1385", "missing": "0" }, { "name": "Open", "index": "1", "type": "numeric", "distinct": "18487", "missing": "0", "min": "0", "max": "1421439780", "mean": "1114134", "stdev": "39778904" }, { "name": "High", "index": "2", "type": "numeric", "distinct": "18317", "missing": "0", "min": "0", "max": "1421439780", "mean": "1114135", "stdev": "39778904" }, { "name": "Low", "index": "3", "type": "numeric", "distinct": "17400", "missing": "0", "min": "0", "max": "1421439780", "mean": "1114116", "stdev": "39778902" }, { "name": "Close", "index": "4", "type": "numeric", "distinct": "18479", "missing": "0", "min": "0", "max": "1421439780", "mean": "1114116", "stdev": "39778902" }, { "name": "Volume", "index": "5", "type": "numeric", "distinct": "260391", "missing": "0", "min": "0", "max": "2147483647", "mean": "5057849", "stdev": "128087063" }, { "name": "VolumeBTC", "index": "6", "type": "numeric", "distinct": "54852", "missing": "0", "min": "0", "max": "3690901", "mean": "87", "stdev": "5344" }, { "name": "Symbol", "index": "7", "type": "string", "distinct": "1192", "missing": "0" } ], "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 }