{"id":28318565,"url":"https://github.com/theadhithyankr/sentimental-analyser","last_synced_at":"2025-06-24T18:32:04.792Z","repository":{"id":284305050,"uuid":"954495699","full_name":"theadhithyankr/Sentimental-Analyser","owner":"theadhithyankr","description":"A Sentiment Analysis Web App using SVM \u0026 Naïve Bayes with an interactive sentiment scale!","archived":false,"fork":false,"pushed_at":"2025-04-20T17:18:41.000Z","size":4275,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-01T16:16:26.949Z","etag":null,"topics":["flask","html-css-javascript","natural-language-processing","nlp-machine-learning","python","sentiment-analysis"],"latest_commit_sha":null,"homepage":"https://sentimental-analyser.vercel.app","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/theadhithyankr.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,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-03-25T07:07:09.000Z","updated_at":"2025-04-20T17:18:45.000Z","dependencies_parsed_at":"2025-03-25T08:28:02.850Z","dependency_job_id":"9952aba4-9f59-484c-940e-4f82f723ed18","html_url":"https://github.com/theadhithyankr/Sentimental-Analyser","commit_stats":null,"previous_names":["theadhithyankr/sentimental-analysis","theadhithyankr/sentimental-analyser"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/theadhithyankr/Sentimental-Analyser","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theadhithyankr%2FSentimental-Analyser","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theadhithyankr%2FSentimental-Analyser/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theadhithyankr%2FSentimental-Analyser/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theadhithyankr%2FSentimental-Analyser/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/theadhithyankr","download_url":"https://codeload.github.com/theadhithyankr/Sentimental-Analyser/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theadhithyankr%2FSentimental-Analyser/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261733728,"owners_count":23201709,"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":["flask","html-css-javascript","natural-language-processing","nlp-machine-learning","python","sentiment-analysis"],"created_at":"2025-05-25T08:11:02.493Z","updated_at":"2025-06-24T18:32:04.775Z","avatar_url":"https://github.com/theadhithyankr.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 📝 Sentiment Analysis Web App\n\nA Flask-based web application that analyzes text sentiment using **Naïve Bayes** and **Support Vector Machine (SVM)** models. It features a **dynamic pH-like sentiment scale** to visualize the positivity, neutrality, or negativity of the input text.\n\n---\n\n## 🚀 Features\n- 📊 **Sentiment Analysis** using Naïve Bayes \u0026 SVM\n- 🎨 **Dynamic Sentiment Scale** (Negative → Mixed → Neutral → Positive)\n- ⚡ **Fast Processing** with real-time predictions\n- 🔧 **Pre-trained Models** for accurate results\n\n---\n\n## 📂 Project Structure\n```\n💃 SENTIMENTAL_ANALYSIS\n│── 📃 models\n│   ├── nb_model.pkl\n│   ├── svm_model.pkl\n│   └── vectorizer.pkl\n│── 📃 static\n│   └── style.css\n│── 📃 templates\n│   └── index.html\n│── app.py\n│── README.md\n│── LICENSE\n```\n\n---\n\n## 🛠️ Setup Instructions\n\n### 1⃣ Clone the Repository\n```bash\ngit clone https://github.com/YOUR-USERNAME/sentiment-analysis.git\ncd sentiment-analysis\n```\n\n### 2⃣ Create \u0026 Activate Virtual Environment\n```bash\npython -m venv venv\n# Activate (Windows)\nvenv\\Scripts\\activate\n# Activate (Mac/Linux)\nsource venv/bin/activate\n```\n\n### 3⃣ Install Dependencies\n```bash\npip install -r requirements.txt\n```\n\n### 4⃣ Run the Application\n```bash\npython app.py\n```\nAccess it at: **`http://127.0.0.1:5000/`**\n\n---\n\n## 🗄 Demo\n![Sentiment Scale Example](https://your-image-link.com/demo.png)  \n*Example of the sentiment scale transitioning from red (negative) to green (positive).*\n\n---\n\n## 💜 License\nThis project is licensed under the **MIT License** – see the [`LICENSE`](LICENSE) file for details.\n\n---\n\n## ⭐ Contributing\nFeel free to fork and improve the project! PRs are welcome. 😊\n\n---\n\n## 👨‍💻 Author\n [GitHub Profile](https://github.com/theadhithyankr)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheadhithyankr%2Fsentimental-analyser","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftheadhithyankr%2Fsentimental-analyser","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheadhithyankr%2Fsentimental-analyser/lists"}