Installation

Install using Poetry:

Features

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