{"id":18644843,"url":"https://github.com/zuruoke/sentiment_analysis_for_amazon_reviews","last_synced_at":"2025-11-05T02:30:34.304Z","repository":{"id":113055797,"uuid":"236685790","full_name":"zuruoke/Sentiment_Analysis_for_Amazon_Reviews","owner":"zuruoke","description":"Sentiment Analysis for Amazon Reviews ","archived":false,"fork":false,"pushed_at":"2020-01-28T08:08:49.000Z","size":11,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-12-27T11:32:12.560Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zuruoke.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-01-28T08:06:48.000Z","updated_at":"2020-01-28T08:08:51.000Z","dependencies_parsed_at":"2023-06-07T09:15:32.191Z","dependency_job_id":null,"html_url":"https://github.com/zuruoke/Sentiment_Analysis_for_Amazon_Reviews","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zuruoke%2FSentiment_Analysis_for_Amazon_Reviews","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zuruoke%2FSentiment_Analysis_for_Amazon_Reviews/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zuruoke%2FSentiment_Analysis_for_Amazon_Reviews/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zuruoke%2FSentiment_Analysis_for_Amazon_Reviews/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zuruoke","download_url":"https://codeload.github.com/zuruoke/Sentiment_Analysis_for_Amazon_Reviews/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239449544,"owners_count":19640532,"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":[],"created_at":"2024-11-07T06:13:48.743Z","updated_at":"2025-11-05T02:30:34.255Z","avatar_url":"https://github.com/zuruoke.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentiment_Analysis_for_Amazon_Reviews\n\nAmazon customer reviews about the products are one of the main reasons to attract customers on Amazon. \nIt basically helps them understand almost every detail of the product. Since, consumers cannot physically inspect the product while shopping online, Amazon product review is the one they can trust in order to judge a product.\n\nA research conducted by Dimensional Research claims that 90% of consumers online believe their purchasing choices are influenced by product reviews\n\nThe dataset I'll be using was aggregated from product reviews website - www.trustpilot.com \u0026 www.consumeraffairs.com containing each customers'comments and rating of a particular service\n\nIn this project, I'll build a model using Natural Language Processing (NLP) to perform sentiment analysis (predict whether a comment is positive or negative) on Amazon customer's comments on their services.\n\nIn this project, I'll:\n\n1. Use Natural Language Processsing to prepare the data for Machine Learning\n\n2. Train a model using a Classifier model\n\n3. Evaluate the performance of the model \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzuruoke%2Fsentiment_analysis_for_amazon_reviews","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzuruoke%2Fsentiment_analysis_for_amazon_reviews","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzuruoke%2Fsentiment_analysis_for_amazon_reviews/lists"}