The Football Player Impact Analyzer is a web application designed to provide insights into the performance and impact of football players across Europe's major leagues. By analyzing various metrics, users can gain a deeper understanding of how players contribute to their teams' success.
This tool allows users to search for players by name, select the league they play in, and choose the season they want to analyze. The application then retrieves relevant data and presents it in an easy-to-understand format.
Whether you're a football enthusiast, a coach, or a sports analyst, the Football Player Impact Analyzer offers valuable insights to help you make informed decisions and enhance your understanding of the game.
What is the Impact Score?
The impact score rates a player out of 100, and is calculated differently depending on their position i.e. An attacker is judged on goals, assists and dribbles, a midfielder on passing, defender on tackles and interceptions (because it wouldn't be fair to grade a CB on how many goals they score - it's not their primary "task").
For each position's key stats the player's total is compared against a "great season" ceiling e.g. 20 goals for an attacker, and converted to a percentage, capped at 100% so that any extraordinary performance doesn't distort the result. Each stat is then given a weight reflecting how much it matters for that position (with each weight adding up to 1.0). The weighted percentages are added together to produce the final score.
In simpler words: The closer a player is to elite benchmarks, the higher their impact score.
If you'd like to learn more about how this was built, check out the GitHub repository here
Enjoy!