At StubbySports, our analysis and editorial content are based on a combination of publicly available data, statistical platforms and independent research.
We use external data sources to support player analysis, tactical insights, performance trends and contextual statistics. While we strive for accuracy, all data is subject to availability, updates and interpretation.
Primary data sources may include:
- FBref – advanced player and team statistics
- Understat – expected goals (xG), xA and shot-based metrics
- Transfermarkt – transfer data, squad information and market values
- WhoScored – match ratings and tactical data
- SofaScore – live data, player ratings and match statistics
Additional information may be sourced from:
- Official league and club websites
- Press releases and verified media outlets
- Match footage and observational analysis
StubbySports is not affiliated with, endorsed by, or officially partnered with any of the data providers listed above unless explicitly stated.
All analysis represents editorial interpretation and should not be considered factual guarantees or professional advice.