{"id":22907754,"url":"https://github.com/jasmine1601/sentiment-analysis-using-svm","last_synced_at":"2025-05-08T22:21:09.721Z","repository":{"id":205619898,"uuid":"358044200","full_name":"jasmine1601/Sentiment-Analysis-using-SVM","owner":"jasmine1601","description":"Sentiment analysis of customer reviews for various Amazon Alexa products.","archived":false,"fork":false,"pushed_at":"2024-09-22T12:35:09.000Z","size":663,"stargazers_count":6,"open_issues_count":1,"forks_count":5,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-31T18:51:17.920Z","etag":null,"topics":["nlp-machine-learning","sentiment-analysis","support-vector-machine"],"latest_commit_sha":null,"homepage":"https://jasmine1601-sentiment-analysis-using-svm-app-apk8mh.streamlit.app/","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentiment Analysis of Amazon Reviews\n\n* **Aim** : To perform sentiment analysis of customer reviews for various Amazon Alexa products.\n* **Dataset** : Amazon Alexa Reviews (from Kaggle)\n* **Algorithm used:** Support Vector Machine (SVM)\n* **Model accuracy:** 89.84%\n\n\u003cbr/\u003e\n\n![GitHub open issues](https://img.shields.io/github/issues-raw/jasmine1601/Sentiment-Analysis-using-SVM?color=%23f\u0026logo=Github)\u0026nbsp;\n![GitHub closed issues](https://img.shields.io/github/issues-closed-raw/jasmine1601/Sentiment-Analysis-using-SVM?color=blueviolet\u0026logo=Github)\u0026nbsp;\n![GitHub open pull requests](https://img.shields.io/github/issues-pr-raw/jasmine1601/Sentiment-Analysis-using-SVM?color=%23f\u0026label=open\u0026nbsp;PRs\u0026logo=Github)\u0026nbsp;\n![GitHub closed pull requests](https://img.shields.io/github/issues-pr-closed-raw/jasmine1601/Sentiment-Analysis-using-SVM?color=blueviolet\u0026label=closed\u0026nbsp;PRs\u0026logo=Github)\u0026nbsp;\n![GitHub Repo stars](https://img.shields.io/github/stars/jasmine1601/Sentiment-Analysis-using-SVM?color=yellow\u0026logo=Github)\u0026nbsp;\n![GitHub forks](https://img.shields.io/github/forks/jasmine1601/Sentiment-Analysis-using-SVM?color=%233493eb\u0026label=forks\u0026logo=Github)\u0026nbsp;\n![GitHub contributors](https://img.shields.io/github/contributors/jasmine1601/Sentiment-Analysis-using-SVM?color=%233493eb\u0026logo=Github)\u0026nbsp;\n[![Maintenance](https://img.shields.io/badge/Maintained%3F-yes-green.svg)](https://github.com/jasmine1601/Sentiment-Analysis-using-SVM/graphs/commit-activity)\n\n## Deployment\n\nMy app is [deployed](https://docs.streamlit.io/streamlit-cloud/get-started/deploy-an-app) on [Streamlit Cloud](https://streamlit.io/cloud).\n\n## Contributing\n\nThis repository is contribution friendly. Refer to [Contribution Guidelines](.github/contributing.md).\n\n## Contact\n[![Join the chat at https://gitter.im/Sentiment-Analysis-using-SVM-Jasmine/community](https://badges.gitter.im/Sentiment-Analysis-using-SVM-Jasmine/community.svg)](https://gitter.im/Sentiment-Analysis-using-SVM-Jasmine/community?utm_source=badge\u0026utm_medium=badge\u0026utm_campaign=pr-badge\u0026utm_content=badge)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjasmine1601%2Fsentiment-analysis-using-svm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjasmine1601%2Fsentiment-analysis-using-svm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjasmine1601%2Fsentiment-analysis-using-svm/lists"}