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SunderlandHeatMap

This project written in a Jupyter notebook scrapes the scores for Sunderland Athletic Football Club (Sunderland, England) and aggregates the for/against breakdowns for visualization. BeautifulSoup was used extensively for the web scraping.

Concepts Shown: Web Scraping, File I/O, Visualizations

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