🏆 Top Overtakers
⏱️ Overtake Timing Distribution
Early / Middle / Late stage of race
📊 Overtakes by Distance
500m / 1000m / 1500m
🔥 Pass Frequency by Lap
Which lap has the most overtakes?
🔀 Position Transitions
From which position to which
🏟️ Round Analysis
Overtaking patterns by competition round
🎯 Skater Styles
Late Mover / Front Runner / Mid-Race Surge / Balanced
📈 Net Passes Ranking
Passes Made − Times Passed = Net Passes
🤖 Predictive Model — Overtake Success Probability
Gradient Boosting model trained on 12,043 position-change events
📍 Overtake Probability by Position
Probability of gaining a position from each starting rank
⚙️ Feature Importance
What drives overtaking success?
📏 Height Effect
Overtake rate by height category
🎂 Age Effect
Overtake rate by age group
🪪 Skater Profiles
Search for any skater to view their complete fact card
🏅 Medal Prediction Model
Gradient Boosting model predicting medal probability for Finals skaters
🎯 Medal Probability by Starting Position
Does lane draw matter for medals?
⚙️ Medal Model Feature Importance
What drives medal success?
🌍 Medal Rate by Nationality
Top countries in Finals
🎿 Medal Rate by Style
Does overtaking style affect medal chances?
🧠 Race Strategy Optimizer
Select skaters in a heat to generate optimal race strategy recommendations
📋 Full Skater Data
| # | Name | NAT | Races | Passes | Passed | Net | Avg | Early | Mid | Late | Style |
|---|