Football Analytics Case Studies

Player profiling, attribute analysis and player assessment frameworks.

Pizza plots to analyse and compare player attributes.

Player identification and player analysis.

Organisational alignment and targeting processes and frameworks.

Player role clustering, radar charts, and recruitment insights using Wyscout + Python.

Player role clustering, radar charts, and recruitment insights using Wyscout + Python.

Securing funding, negotiation, post-transfer player assessment and squad integration.

Training contribution and game contribution analysis.

Heat maps, pass networks, and touch maps to analyse match events and tactical patterns.

Using telestration tools to visualise player movement and tactical shape for coaching sessions.

Predicting outcomes of games and leagues based upon statistical probabilities.

Power BI dashboards visualising player metrics, team performance, and tactical KPIs.

Analysis of attacking and defensive set‑piece patterns using event data, xThreat zones, delivery trends, and player role optimisation.

Integrated model combining GPS metrics, wellness data, and match outputs to track player readiness, fatigue risk, and training effectiveness.