📊 Tribunal Decision Heatmap

Temporal patterns of tribunal decisions (2020-2026) — See volume spikes, COVID impacts, and seasonal trends

⚠️ Data Note: Outcomes inferred from CanLII keywords and NLP predictions (79% accuracy). CanLII API doesn't label outcomes explicitly—not a CanLII issue, but intentional API access restrictions. We tried: API calls (no outcome field), keyword extraction, web scraping (CAPTCHA/rate limits), and bulk requests (throttled/capped). To get 100% accurate outcomes, we'd need to manually read each case.