{"id":26395857,"url":"https://github.com/aishik999/e-commerce-review-analysis","last_synced_at":"2026-05-17T20:12:51.794Z","repository":{"id":234195662,"uuid":"788275303","full_name":"AISHIK999/e-commerce-review-analysis","owner":"AISHIK999","description":null,"archived":false,"fork":false,"pushed_at":"2024-04-22T08:54:08.000Z","size":19,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-04-22T10:06:54.850Z","etag":null,"topics":["amazon","analysis","gemini","generative-ai","google-gemini","review","review-analysis","selenium"],"latest_commit_sha":null,"homepage":"","language":"Python","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/AISHIK999.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,"roadmap":null,"authors":null,"dei":null}},"created_at":"2024-04-18T05:27:03.000Z","updated_at":"2024-04-22T09:07:28.000Z","dependencies_parsed_at":"2024-04-22T10:00:15.797Z","dependency_job_id":null,"html_url":"https://github.com/AISHIK999/e-commerce-review-analysis","commit_stats":null,"previous_names":["aishik999/e-commerce-review-analysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AISHIK999%2Fe-commerce-review-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AISHIK999%2Fe-commerce-review-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AISHIK999%2Fe-commerce-review-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AISHIK999%2Fe-commerce-review-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AISHIK999","download_url":"https://codeload.github.com/AISHIK999/e-commerce-review-analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244022664,"owners_count":20385134,"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":["amazon","analysis","gemini","generative-ai","google-gemini","review","review-analysis","selenium"],"created_at":"2025-03-17T11:19:43.429Z","updated_at":"2026-05-17T20:12:46.770Z","avatar_url":"https://github.com/AISHIK999.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# E-Commerce Review Analysis\n\nPython program to scrape real-world customer reviews for listed products on e-commerce websites like Amazon. The program scrapes these reviews and then transfers them to a Large Language Model of your choice (currently using Google Gemini) to generate market survey analysis in an unattended mode\n\n## Usage\n\nTo use this program, you need to provide the API key for using Google Generative AI models and run `app.py`. It will ask for the Amazon ASIN code. Provide the ASIN code, and it will generate the analysis report, along with the reviews in the \"reviews\" directory.\n\n## Requirements\n\n- Python 3.x\n- Necessary Python libraries (specified in `requirements.txt`)\n- API key for Google Generative AI models\n\n## Steps\n\n1. Clone the repository or download the source code.\n2. Install the required Python libraries using `pip install -r requirements.txt`.\n3. Set up the API key for Google Generative AI models at `utils\\llm_analyzer.py,` line 14\n4. Run `app.py` using `python app.py`.\n5. Enter the Amazon ASIN code when prompted.\n6. Wait for the program to scrape the reviews and generate the analysis report.\n7. The analysis report and reviews will be saved in the `reviews` directory.\n\n## Contributing\n\nContributions are welcome! If you find any bugs or have suggestions for improvements, please open an issue or submit a pull request.\n\n## License\n\nThis project is licensed under [GNU GPL v3](https://www.gnu.org/licenses/gpl-3.0.en.html \"GNU GPL v3\")\n\n## NOTICE\n\n```\n    E commerce review analysis\nPython program to scrape real-world customer reviews for listed products on e-commerce websites like Amazon. The program scrapes these reviews and then transfers them to a Large Language Model of your choice (currently using Google Gemini) to generate market survey analysis in an unattended mode\n\n    Copyright (C) 2024  Aishik Mukherjee\n\n    This program is free software: you can redistribute it and/or modify\n    it under the terms of the GNU General Public License as published by\n    the Free Software Foundation, either version 3 of the License, or\n    (at your option) any later version.\n\n    This program is distributed in the hope that it will be useful,\n    but WITHOUT ANY WARRANTY; without even the implied warranty of\n    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the\n    GNU General Public License for more details.\n\n    You should have received a copy of the GNU General Public License\n    along with this program.  If not, see \u003chttps://www.gnu.org/licenses/\u003e.\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faishik999%2Fe-commerce-review-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faishik999%2Fe-commerce-review-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faishik999%2Fe-commerce-review-analysis/lists"}