{"id":19168836,"url":"https://github.com/nikoshet/amazon-customer-reviews-data-mining","last_synced_at":"2025-05-07T14:43:19.895Z","repository":{"id":198450520,"uuid":"245818984","full_name":"nikoshet/Amazon-Customer-Reviews-Data-Mining","owner":"nikoshet","description":"Project for course 'Data Mining' for M.Sc. 'Data Science and Machine Learning' in NTUA","archived":false,"fork":false,"pushed_at":"2020-03-19T13:12:36.000Z","size":891,"stargazers_count":2,"open_issues_count":0,"forks_count":4,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-19T23:32:01.662Z","etag":null,"topics":["data-mining","data-science","keras-tensorflow","numpy","pandas","python"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/nikoshet.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2020-03-08T13:24:54.000Z","updated_at":"2022-07-20T11:48:26.000Z","dependencies_parsed_at":null,"dependency_job_id":"44e2aab5-3207-4620-8446-4fc8583d2b07","html_url":"https://github.com/nikoshet/Amazon-Customer-Reviews-Data-Mining","commit_stats":null,"previous_names":["nikoshet/amazon-customer-reviews-data-mining"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikoshet%2FAmazon-Customer-Reviews-Data-Mining","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikoshet%2FAmazon-Customer-Reviews-Data-Mining/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikoshet%2FAmazon-Customer-Reviews-Data-Mining/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikoshet%2FAmazon-Customer-Reviews-Data-Mining/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nikoshet","download_url":"https://codeload.github.com/nikoshet/Amazon-Customer-Reviews-Data-Mining/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252897658,"owners_count":21821486,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-mining","data-science","keras-tensorflow","numpy","pandas","python"],"created_at":"2024-11-09T09:43:57.571Z","updated_at":"2025-05-07T14:43:19.856Z","avatar_url":"https://github.com/nikoshet.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Mining M.Sc. Course Project\n\nDataset: \"Amazon Customer Reviews\".\n\nMore can be found [here](https://s3.amazonaws.com/amazon-reviews-pds/readme.html)\n\n## Contributors\n\n\n[Nick Nikitas](https://github.com/nikoshet) \n\n[Dimitris Zografakis](https://github.com/dimzog) \n\n[Filippos Markolefas](https://github.com/filippos93)\n\n\n## Notebook Structure\n```\n~/Data_Mining_Project.ipynb\n│\n└──Main functions to download dataset\n│\n└──Reviews, Text Mining\n│\n└──Feature Extraction\n│\n└──Exploratory Data Analysis\n   | General info\n   | PLots and statistics\n│\n└──Machine Learning - Sentiment Analysis\n   | Preprocessing\n   | Algorithms\n│\n└──Itemsets\n\n```\n## Libraries Used\npandas, numpy, matplotlib, seaborn, mlxtend, nltk, sklearn, keras\n\n### Licence\nCopyright © 2020 Nick Nikitas, Dimitris Zografakis, Filippos Markolefas\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnikoshet%2Famazon-customer-reviews-data-mining","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnikoshet%2Famazon-customer-reviews-data-mining","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnikoshet%2Famazon-customer-reviews-data-mining/lists"}