Building a Formula 1 Data Pipeline (Part 2): The Data Collection Layer
In this article, I detail how I built the data collection layer for my F1 pipeline using Python-based collectors with async programming, robust error handling, and efficient connection pooling. I explain the challenges of collecting Formula 1 data and share lessons learned from implementing API integration and web scraping solutions.