a note on accuracy

• ratings are generated by a statistical model, not human analysis — they reflect measurable output, not overall quality
• FotMob match ratings (used as a feature) can be inconsistent and are sometimes unavailable for certain players or games
• players who transferred mid-season are represented by their minutes-heaviest club only — split-season performance is not fully captured
• competition strength is approximated using UEFA 2024/25 country coefficients, which don't account for differences within a league
• positional data from FBref may not reflect a player's actual role — a defensive midfielder could be listed as MF alongside an attacking one
• small sample sizes (few matches or minutes) are partially corrected for but may still skew individual ratings