Cognitive Web Accessibility Data for ADHD and Dyslexia

NeuroVista contains data on cognitive accessibility for users with ADHD, dyslexia, and neurotypical users. The dataset is sourced from Kaggle and focuses on web usability metrics. Specific details on volume, authorship, and temporal coverage are not provided.

Use Cases

• Classify user neurotype (e.g., ADHD, dyslexia, neurotypical) based on interaction patterns and task performance metrics.
• Analyze correlations between specific web design elements and completion rates or error counts for different user groups.
• Train models to predict user-reported difficulty scores or satisfaction ratings from behavioral interaction logs.

Strengths

• Focuses on three distinct user groups: ADHD, dyslexia, and neurotypical.
• Platform tags indicate a structured, tabular format suitable for classification tasks.

Limitations

• Sample size and data volume are unknown, limiting statistical power assessments.
• Specific features, columns, and data collection methodology are not documented.
• Potential for demographic or geographic bias in the user sample is unverified.

Provenance

Source

Kaggle