Frostbite22/TuniSci

Rank professors, researchers and scholars in Tunisian universities based on h-index and i10-index # 🎓 TuniSci: Tunisian Scholars Research Impact Analysis This project analyzes the research impact of Tunisian scholars ### Option 3: Quick Setup with uv Only 🚀y scraping data from Google Scholar. It includes **5945 scholars** from various universities, research fields, and interests. The goal is to reflect the real impact and contribution of Tunisian universities to global research and higher education quality. --- ## 📊 Key Metrics - **Average h-index**: **8.2** - **What is a Good h-Index?** According to Hirsch: - **20**: Good after 20 years of research - **40**: Outstanding - **60**: Truly exceptional --- ## 🌍 Project Scope - **Data Source**: Google Scholar - **Scholars**: 5945 Tunisian scholars from different universities and research fields. - **Objective**: Reflect the real impact and contribution of Tunisian universities on global research and higher education quality. --- ## 📈 Significant Statistics - **Top 100 Scholars**: View Ranking --- ## 🚀 Running the Streamlit App Locally ### Prerequisites - pyenv (for Python version management) - uv (for fast package management and virtual environments) - Poetry (for dependency management) - Docker (optional, for containerized deployment) --- ### Option 1: Complete Setup with pyenv + uv + Poetry (Recommended) 🚀 1. Clone the repository: ```bash git clone github.com cd TuniSci ``` 2. Install pyenv (if not already installed): ```bash # macOS with Homebrew brew install pyenv # Or using the installer curl pyenv.run | bash ``` 3. Install and set local Python version: ```bash # Install Python 3.11 (or your preferred version) pyenv install 3.11.9 # Set local Python version for this project pyenv local 3.11.9 ``` 4. Install uv (if not already installed): ```bash curl -LsSf astral.sh | sh ``` 5. Create virtual environment with uv: ```bash uv venv .venv # Activate the virtual en …