Football Decision Intelligence Lab
ST Player Comparison Prototype
This internal R&D prototype compares striker profiles, role fit, similarity, and performance context using local football data.
EliOra internal R&D · Not client work · Analytics logic and DOM IDs preserved for prototype continuity.
Debug info
Filters
Radar Comparison
Compare selected players across chosen metrics. Percentiles show where each player sits in the current pool.
Top Performers
Ranks players by a single metric within the selected seasons and minutes filter.
Holistic Score Bubble Chart
Bubble size = average z-score across selected composite metrics. Color indicates season when multiple seasons are selected.
Use X/Y to compare two metrics; labels show the top 10 by composite score.
Deep Dive Insights
Executive-friendly views that summarize the same selected players and metrics.
| Metric | Leader | Value |
|---|
Insight Controls
Adjust player and metric selections directly while viewing insights.
Percentile Benchmark View
Compares selected players across the chosen metrics using percentile ranks.
Striker Archetype Fingerprint
Pick the metrics you want in the fingerprint, then select a player to profile.
Striker Quadrant
Choose any two metrics. The chart still draws league‑average reference lines for the current filtered pool.
Role & Fit Intelligence
Explainable recruitment intelligence based on the current ST dataset. Heuristic outputs are labeled and coach‑facing.
Profile selection
Choose a player to generate role, confidence, archetype, and team‑fit outputs.
Role recommendation
Data confidence
Based on minutes played and completeness of key profile metrics.
Archetype cluster
Best‑fit teams
Similarity
Similarity uses Euclidean distance across core z-score features within the filtered dataset, shown as a relative percentage (higher is more similar).
Best for finding stylistically similar profiles, not predicting outcomes.
| Player | Season | Team | Minutes | Similarity % |
|---|
Similarity (Custom Metrics)
Use a role preset or pick metrics directly to calculate similarity on that subset only.
| Player | Season | Team | Minutes | Similarity % |
|---|
Player Table
Sortable view of the filtered dataset. Blanks indicate missing or unavailable values.
| Season | Player | Team | Minutes | Overall % | Goal Threat % | Link Play % | Total Stdev | Goal Threat Stdev | Link Play Stdev | Non-PK xG P90 | Non-Pen Goals P90 | Shots P90 | Shots On Target % | Goal Conversion % | Shooting Impact | Offensive Duels P90 | Offensive Duels Won % | Offensive Duel Impact | Touches In Box P90 | Key Passes P90 | Passes To Pen Area P90 | Accurate Passes To Pen Area % | Penalty Box Passes Impact | xA P90 | xG | Non-PK xG | Penalties Taken | Possession |
|---|