Project · Master's in Sports Big Data
Rayados Scouting Lab
A scouting and recruitment tool, designed to support a Liga MX sporting director's decisions.
What it does
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01
Diagnosis
Measures the gap between the squad and Liga MX's top 4, position by position, and ranks what needs strengthening.
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02
Scouting
Filters candidates by profile, preferred foot, and age, scores them on fit, risk, and salary, and compares them with current starters.
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03
Proposal
Builds a plan of sales, loans, and signings, recalculates the budget, and checks Liga MX squad rules in real time.
By the numbers
~3,100players analyzed
8leagues across the Americas
135past transfers studied
Built with
- Python and Streamlit
- pandas
- Data from Opta, FBref, and Transfermarkt
Academic project. Not an official club tool.