Accessibility Issue Trend Analysis

Overview

This project analyzes GitHub accessibility issues to:

1. Forecast trends in accessibility fixes using Prophet time-series modeling.
2. Evaluate seasonality (monthly/weekly patterns).
3. It also attempts to benchmark llms on how well they can identity the categories of WCAP violations

Key Findings

• 📉 No significant trends found (average flat Kendall’s τ: τ=0.281, p=0.068).
• 📅 No strong seasonality (random fluctuations dominate).
• 🔍 Insights: "Accessibility fixes remain ad-hoc, not systematic."