Installation
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Install using Poetry:

Features
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1. Data Management
    - Secure handling of synthetic data
    - Support for multiple data sources
    - Column-level metadata management
    - Data validation and sanitization

2. API Components
    The project includes a FastAPI backend and Streamlit frontend:
    - **FastAPI Backend**: Handles data validation and processing
    - **Streamlit Interface**: Provides a user-friendly interface for:
      - CSV file validation
      - Data analysis
      - Dataset submission

3. Jupyter Notebooks
    The project includes several Jupyter notebooks for different data processing tasks:
    - Icelandic age distribution processing
    - Income distribution processing
    - Data generation
    - Research proposal examples
    - Incoming data creation