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ItayAvioz / Euro.2024.momentum.prediction

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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.

data-science time-series eda time-series-analysis ai-agents time-series-forecasting commentary-generation soccer-data soccer-analytics ai-tools commentary-analysis llm euro2024
  • Updated Jan 2, 2026
  • Python

evanmathew / euro-2024-kafka-pinot-pipeline

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This project implements a real-time data pipeline for EURO 2024 football data, utilizing Apache Kafka for streaming, Apache Pinot for fast querying, and Apache Superset for data visualization. The pipeline extracts data from a JSON-based API and orchestrates the workflow using Apache Airflow.

python api docker sql json-schema data-visualization data-engineering apache-kafka apache-airflow etl-pipeline apache-superset redpanda apache-pinot euro2024
  • Updated Oct 25, 2024
  • Python

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