posts/football-pipeline-bronze-layer/

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posts/football-pipeline-bronze-layer/

Contents

Why I’m Building This
The Challenge: Heterogeneous Football Data
Architecture Overview
The Ingestion Pipeline
Key Design Decisions
Data Volume & Performance
Logging and Monitoring
Lessons Learned
Next Steps: Silver Layer

Project & Connect

GitHub Repository
StatsBomb Repository
LinkedIn
X (Twitter)

Building a Robust Bronze Layer: The Foundation of Football Analytics
How I designed a scalable data ingestion system for multi-source football data using Python, Polars, Pandas, and the medallion architecture

https://www.architmanek.com/posts/football-pipeline-bronze-layer/