{ "data_id": "43348", "name": "Edmunds-car-review", "exact_name": "Edmunds-car-review", "version": 1, "version_label": "v1.0", "description": "Context\nStarted this for my final year project improved on it during quarantine.\nContent\nA mix of used and new car reviews from the year 2000 to 2019 of various brands from edmunds.com. I did not scrape all brands, just the popular ones in the US.\nAdded a notebook for walkthrough\nInspiration\nDid not have a proper car review dataset for my final year project, so I made one", "format": "arff", "uploader": "Dustin Carrion", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-23 12:30:53", "update_comment": null, "last_update": "2022-03-23 12:30:53", "licence": "CC BY-SA 4.0", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102173\/dataset", "kaggle_url": null, "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Edmunds-car-review", "Context Started this for my final year project improved on it during quarantine. Content A mix of used and new car reviews from the year 2000 to 2019 of various brands from edmunds.com. I did not scrape all brands, just the popular ones in the US. Added a notebook for walkthrough Inspiration Did not have a proper car review dataset for my final year project, so I made one " ], "weight": 5 }, "qualities": { "NumberOfInstances": 299045, "NumberOfFeatures": 8, "NumberOfClasses": null, "NumberOfMissingValues": 171, "NumberOfInstancesWithMissingValues": 171, "NumberOfNumericFeatures": 2, "NumberOfSymbolicFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0.0571820294604491, "PercentageOfMissingValues": 0.007147753682556137, "AutoCorrelation": null, "PercentageOfNumericFeatures": 25, "Dimensionality": 2.675182664816332e-5, "PercentageOfSymbolicFeatures": 0, "MajorityClassPercentage": null, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0 }, "tags": [], "features": [ { "name": "Company", "index": "0", "type": "string", "distinct": "46", "missing": "0" }, { "name": "Model", "index": "1", "type": "string", "distinct": "897", "missing": "0" }, { "name": "Year", "index": "2", "type": "numeric", "distinct": "21", "missing": "0", "min": "2000", "max": "2020", "mean": "2007", "stdev": "5" }, { "name": "Reviewer", "index": "3", "type": "string", "distinct": "212266", "missing": "108" }, { "name": "Date", "index": "4", "type": "string", "distinct": "7289", "missing": "17" }, { "name": "Title", "index": "5", "type": "string", "distinct": "222588", "missing": "42" }, { "name": "Rating", "index": "6", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "5", "mean": "4", "stdev": "1" }, { "name": "Review", "index": "7", "type": "string", "distinct": "296488", "missing": "4" } ], "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 }