{ "data_id": "43355", "name": "Brilliant-Diamonds", "exact_name": "Brilliant-Diamonds", "version": 1, "version_label": "v1.0", "description": "Context\nBuying a diamond can be frustrating and expensive. \nIt inspired me to create this dataset of 119K natural and lab-created diamonds from brilliantearth.com to demystify the value of the 4 Cs cut, color, clarity, carat.\nThis data was scraped using DiamondScraper.\nContent\n\n\n\nAttribute\nDescription\nData Type\n\n\n\n\nid\nDiamond identification number provided by Brilliant Earth\nint\n\n\nurl\nURL for the diamond details page\nstring\n\n\nshape\nExternal geometric appearance of a diamond\nstring\/categorical\n\n\nprice\nPrice in U.S. dollars\nint\n\n\ncarat\nUnit of measurement used to describe the weight of a diamond\nfloat\n\n\ncut\nFacets, symmetry, and reflective qualities of a diamond\nstring\/categorical\n\n\ncolor\nNatural color or lack of color visible within a diamond, based on the GIA grade scale\nstring\/categorical\n\n\nclarity\nVisibility of natural microscopic inclusions and imperfections within a diamond\nstring\/categorical\n\n\nreport\nDiamond certificate or grading report provided by an independent gemology lab\nstring\n\n\ntype\nNatural or lab created diamonds\nstring\n\n\ndate_fetched\nDate the data was fetched\ndate\n\n\n\nAcknowledgements\nThanks to Brilliant Earth for committing to ethically soured jewelry and for having a great shopping experience. \nCheck out their buying guide to learn more about diamonds.", "format": "arff", "uploader": "Elif Ceren Gok", "uploader_id": 30125, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-23 12:35:21", "update_comment": null, "last_update": "2022-03-23 12:35:21", "licence": "Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102180\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Brilliant-Diamonds", "Context Buying a diamond can be frustrating and expensive. It inspired me to create this dataset of 119K natural and lab-created diamonds from brilliantearth.com to demystify the value of the 4 Cs cut, color, clarity, carat. This data was scraped using DiamondScraper. Content Attribute Description Data Type id Diamond identification number provided by Brilliant Earth int url URL for the diamond details page string shape External geometric appearance of a diamond string\/categorical price Price in " ], "weight": 5 }, "qualities": { "NumberOfInstances": 119307, "NumberOfFeatures": 11, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 3, "NumberOfSymbolicFeatures": 0, "Dimensionality": 9.219911656482855e-5, "PercentageOfNumericFeatures": 27.27272727272727, "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": "id", "index": "0", "type": "numeric", "distinct": "119307", "missing": "0", "min": "436773", "max": "10092253", "mean": "9905507", "stdev": "237382" }, { "name": "url", "index": "1", "type": "string", "distinct": "119307", "missing": "0" }, { "name": "shape", "index": "2", "type": "string", "distinct": "10", "missing": "0" }, { "name": "price", "index": "3", "type": "numeric", "distinct": "3144", "missing": "0", "min": "270", "max": "1348720", "mean": "3287", "stdev": "9115" }, { "name": "carat", "index": "4", "type": "numeric", "distinct": "522", "missing": "0", "min": "0", "max": "15", "mean": "1", "stdev": "1" }, { "name": "cut", "index": "5", "type": "string", "distinct": "5", "missing": "0" }, { "name": "color", "index": "6", "type": "string", "distinct": "7", "missing": "0" }, { "name": "clarity", "index": "7", "type": "string", "distinct": "8", "missing": "0" }, { "name": "report", "index": "8", "type": "string", "distinct": "4", "missing": "0" }, { "name": "type", "index": "9", "type": "string", "distinct": "2", "missing": "0" }, { "name": "date_fetched", "index": "10", "type": "string", "distinct": "1", "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 }