Data Distribution
Domain: Data & Datasets
🎯 Motivation
How data is spread across categories, values, or time. Understanding distribution prevents bias.
📋 Concrete Example
Distribution: 80% of training data is about Western culture, 20% rest of world. The model will be biased toward Western knowledge. Distribution matters.
🔗 Analogy
A classroom demographic - 30 boys and 5 girls. The class is skewed. Data distribution shows how data is spread, revealing potential biases.