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ML & Data Science

La Liga Ranking

Team ranking from match-result averaging

PythonpandasNumPy

Overview

Ranked all 20 teams of the 2020-21 La Liga season from 760 match records. Encoded wins/draws/losses (1, 0.5, 0), pivoted into a team-vs-team matrix, and computed per-opponent average performance. Team project with Jenisha Shrestha and Bipin Bisural.

Top 4 (Atlético, Real Madrid, Barcelona, Sevilla) — exact match to actual 2020-21 standings

Tech Stack

PythonpandasNumPy