{ "data_id": "43836", "name": "features-and-price-of-computer-components", "exact_name": "features-and-price-of-computer-components", "version": 1, "version_label": "v1.0", "description": "Context\nThe most common website that provided computer hardware components we chose the Newegg website it has hardware systems, Buy PC Parts, Laptops, Electronics More. Now Shipping to Saudi Arabia! Track Order and more with fast shipping.\nto determine which the best component with the best price here we can provide you this dataset. \nContent\nImplement the Web scraping by using the python language and using selenium on python, to extract the data from newegg that contain CPU, GPU, power, ram, monitor, storage \nthe** data contains**:\n\nthe brand name\nitems_Decribtion\nratings\nprices\nCategory (CPU, GPU,motherboard, ram, powersuplly, storage )\n\nAcknowledgements\nThank you for the MISK academy and general assembly for guiding us.\nInspiration\nwe recommend using EDA to clean data and also recommend to build model predictive price or build assumption analysis", "format": "arff", "uploader": "Elif Ceren Gok", "uploader_id": 30125, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 15:32:50", "update_comment": null, "last_update": "2022-03-24 15:32:50", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102661\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "features-and-price-of-computer-components", "Context The most common website that provided computer hardware components we chose the Newegg website it has hardware systems, Buy PC Parts, Laptops, Electronics More. Now Shipping to Saudi Arabia! Track Order and more with fast shipping. to determine which the best component with the best price here we can provide you this dataset. Content Implement the Web scraping by using the python language and using selenium on python, to extract the data from newegg that contain CPU, GPU, power, ram, mon " ], "weight": 5 }, "qualities": { "NumberOfInstances": 2705, "NumberOfFeatures": 6, "NumberOfClasses": null, "NumberOfMissingValues": 1565, "NumberOfInstancesWithMissingValues": 1023, "NumberOfNumericFeatures": 1, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.0022181146025878, "PercentageOfNumericFeatures": 16.666666666666664, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 37.818853974122, "AutoCorrelation": null, "PercentageOfMissingValues": 9.6426370918053 }, "tags": [ { "uploader": "38960", "tag": "Machine Learning" }, { "uploader": "38960", "tag": "Statistics" } ], "features": [ { "name": "Unnamed:_0", "index": "0", "type": "numeric", "distinct": "920", "missing": "0", "min": "0", "max": "919", "mean": "274", "stdev": "228" }, { "name": "brand_name", "index": "1", "type": "string", "distinct": "27", "missing": "276" }, { "name": "items_Decribtion", "index": "2", "type": "string", "distinct": "2386", "missing": "0" }, { "name": "ratings", "index": "3", "type": "string", "distinct": "227", "missing": "1003" }, { "name": "prices", "index": "4", "type": "string", "distinct": "1695", "missing": "286" }, { "name": "Category", "index": "5", "type": "string", "distinct": "7", "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 }