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soccer-data

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This is a data wrangling project where the main objective was to parse data from multiple large JSON files in usable format for further analysis. In this project, several tools were developed and applied on datasets related to the Spanish League for demonstration purpose. The resulting datasets can be used for further exploratory analysis, clust…

  • Updated Jan 11, 2021
  • Jupyter Notebook

The program will allow you to enter four clubs. Then you will be inputting six results. Every team a home and an away game against every club. Then the program will output a table in the console which will sort the clubs accordingly based on their results. The table will show their number of wins, losses and draw, goals scored, goals conceded, g…

  • Updated Jul 28, 2020
  • Python

A Python-based tool that leverages historical LaLiga data and machine learning to accurately predict football match results, empowering data-driven sports analytics and strategic decision-making.

  • Updated Sep 22, 2025
  • Jupyter Notebook

Euro 2024: Data-Driven Momentum Analysis & AI Commentary DS-AI project where data leads methodology. Statistics, pattern discovery and autocorrelations revealed 3-minute momentum windows and final 15-minute criticality. An AI agent evaluates relevance and forwards selected data to a fine-tuned LLM for ESPN-style commentary with ARIMAX predictions.

  • Updated Jan 2, 2026
  • Python

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