kephira47/blood-donation-indabax

Lors de l'IndabaX, mon équipe et moi avons optimisé la collecte de sang à Douala. Nous avons couplé un dashboard analytique (EDA) des tendances de dons à un modèle de classification prédictive. Cet outil évalue l'éligibilité des donneurs selon leurs paramètres cliniques, ciblant mieux les campagnes et fluidifiant le triage médical. # blood-donation-indabax Lors de l'IndabaX, mon équipe et moi avons optimisé la collecte de sang à Douala. Nous avons couplé un dashboard analytique (EDA) des tendances de dons à un modèle de classification prédictive. Cet outil évalue l'éligibilité des donneurs selon leurs paramètres cliniques, ciblant mieux les campagnes et fluidifiant le triage médical. # Crimson Unity - Blood Donation Eligibility Analysis ## Project Description Crimson Unity is a data analysis application that evaluates and visualizes blood donation eligibility criteria based on various demographic factors such as marital status, gender, education level, and donation history. ## Features - Eligibility assessment for blood donation - Demographic distribution analysis - Visualization of donor eligibility statistics - Temporary eligibility status tracking - Candidate analysis dashboard ## direct web access to the application projet-indaba-2.onrender.com (This may take a few minutes, as the application is hosted free of charge.) ## Application overview Here are a few images of the application ## Installation Instructions 1. **Clone the repository**: ```bash git clone github.com cd crimson-unity ``` 2. **Set up a virtual environment** (recommended): ```bash python -m venv venv source venv/bin/activate # On Windows use `venv\Scripts\activate` ``` 3. **Install dependencies**: ```bash pip install -r projet_indaba/requirements.txt ``` 4. **Run the application**: ```bash python src/indaba.py ``` ## Usage After launching the application, you will be presented with a dashboard showing: - Overall eligibility percentage - Gender distribution of donors - Temporary eligibility status - Candidate analysis charts - Education level eligibility statistics ## Data Structure The application processes data containing: - Marital status - Donation history (Yes/No) - Gender information - Education levels - Eligibility flags ## Contributing Contributions are wel …