Bias Aware Toolkit

Explore different types of bias and their manifestations throughout the research lifecycle. Use the filters below to find concepts by category or research stage.

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Use the filters below to explore types of biases by their category (discrimination or opacity) or by the research stage where they commonly occur. You can also search for specific keywords across all bias concepts. Each concept includes definitions, practical questions, and actionable guidance for dataset creators and users.

Types of Bias

Discrimination Opacity

Research Stage

Set Up Collection Process Analyse Share & Preserve

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