{"id":25452799,"url":"https://github.com/yllvar/pump-meta","last_synced_at":"2025-07-27T06:33:21.671Z","repository":{"id":267436823,"uuid":"901141857","full_name":"yllvar/pump-meta","owner":"yllvar","description":"Using NLTK to analyze the trending Meta from recent Pump.Fun launch, applying sentiment analysis and time series analysis to capture current meme hype","archived":false,"fork":false,"pushed_at":"2024-12-12T06:54:11.000Z","size":54,"stargazers_count":10,"open_issues_count":0,"forks_count":5,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-17T23:42:00.686Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/yllvar.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":"2024-12-10T05:44:48.000Z","updated_at":"2025-02-17T00:33:53.000Z","dependencies_parsed_at":"2024-12-10T11:18:24.628Z","dependency_job_id":"a62bd61f-6ee9-4330-bb61-933f99c94b60","html_url":"https://github.com/yllvar/pump-meta","commit_stats":null,"previous_names":["yllvar/pump-meta"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yllvar%2Fpump-meta","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yllvar%2Fpump-meta/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yllvar%2Fpump-meta/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yllvar%2Fpump-meta/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yllvar","download_url":"https://codeload.github.com/yllvar/pump-meta/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254535822,"owners_count":22087399,"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":"2025-02-17T23:41:41.337Z","updated_at":"2025-05-16T13:10:34.801Z","avatar_url":"https://github.com/yllvar.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# 🚀 Pump.Fun Token Sentiment Analyzer\n\n## 📊 Project Overview\n\nPump.Fun Sentiment Analysis is an advanced real-time token analysis tool that provides deep insights into the latest tokens on the Pump.Fun platform.\n\n## ✨ Key Features\n\n### 🔍 Real-Time Data Extraction\n- Asynchronous API calls to Pump.Fun\n- Continuous token data retrieval\n- Comprehensive market tracking\n\n### 📈 Advanced Sentiment Analysis\n- Multi-source sentiment scoring\n- Comment and trading pattern analysis\n- Market cap trend detection\n\n### 🤖 Automated Notifications\n- Telegram integration\n- Real-time token trend updates\n- Instant market insights\n\n## 🛠 Tech Stack\n![Python](https://img.shields.io/badge/Python-3.8+-blue?logo=python)\n![Telegram](https://img.shields.io/badge/Telegram-Bot-blue?logo=telegram)\n![Async](https://img.shields.io/badge/Async-Programming-green)\n\n- **Data Processing**: Pandas, aiohttp\n- **NLP**: TextBlob, spaCy\n- **Visualization**: Matplotlib\n- **Notifications**: Telegram Bot\n\n## 🚀 Quick Start\n```markdown\n### Prerequisites\n- Python 3.8+\n- Telegram Bot Token\n- Pump.Fun API Access\n\n### Installation\n```bash\ngit clone https://github.com/your-username/pump-meta.git\ncd pump-meta\npython3 -m venv venv\nsource venv/bin/activate\npip install -r requirements.txt\n```\n\n### Configuration\n1. Replace `your-telegram-token` in `config.py`\n2. Set up Telegram group ID\n\n### Run\n```bash\npython3 main.py\n```\n\n\u003cimg width=\"574\" alt=\"Screenshot 2024-12-12 at 14 53 44\" src=\"https://github.com/user-attachments/assets/45655067-3d33-427e-a01d-6912e64dbf2a\" /\u003e\n\n## 🔮 Future Roadmap\n\n- [ ] Machine Learning Trend Prediction\n- [ ] Interactive Web Dashboard\n- [ ] Advanced Backtesting Capabilities\n- [ ] Multi-Platform Integration\n\n## 📈 Project Methodology\n\n1. **Data Collection**: Asynchronous API Retrieval\n2. **Sentiment Analysis**: Multi-Source Scoring\n3. **Trend Detection**: NLP-Powered Insights\n4. **Notification**: Real-Time Telegram Updates\n\n## 📜 License\n\nDistributed under the MIT License. See `LICENSE` for more information.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyllvar%2Fpump-meta","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyllvar%2Fpump-meta","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyllvar%2Fpump-meta/lists"}