League Intelligence Guide
Hub Overview
Data-Driven Insights
The League Intelligence Hub aggregates match statistics, transfer flows, and player performances into clean, interactive dashboards. This guide explains how to read and use these advanced analytics tools.
Interactive Charts & Graphs
Migration Network
An interactive D3.js network visualization showing player movement between clubs. Lines indicate player transfers, and node sizes indicate the volume of transfers to and from that club.
- Hover over a Node to view specific incoming/outgoing counts.
- Drag nodes to reorganize the graph for easier viewing.
League Motion
A bump chart visualizing divisional ranking changes week-by-week. Helpful for seeing shifts in title races and relegation battles over time.
Deep-Dive Statistics
Rivalry Analysis (Head-to-Head)
Compare historical records between any two clubs. Perfect for pre-match previews or generating historical rivalry reports.
- Displays all-time wins, draws, losses, and goal differences.
- Lists historical fixtures chronologically with scorelines.
Player Ratings (AI-PIR)
An algorithm-based evaluation system calculating the Player Influence Rating (PIR). PIR evaluates player contributions using a combined weight of clean sheets, goals, appearances, and game outcomes.
Fair Play & Individual Honours
Safe Hands (Golden Gloves)
Leaderboards tracking goalkeepers with the most clean sheets. Includes clean sheet percentages and total goals conceded ratios.
Discipline Table
A real-time respect ranking of teams and individual players based on penalty card weights (yellow card = 1pt, sin bin = 2pts, red card = 3pts).