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    1. BakedMitten on

      All the data was collected from College Hockey News‘ publicly available rosters and box scores.

      All data collection and transformation was done in Python.
      – Scraping: BeautifulSoup
      – ELT: Pandas, Numpy, GoogleMapsAPI
      – Map Generation: Folium, OpenStreetMap, Seaborn

      More info on the project including scraping and plotting scripts can be found at my [github repo](https://github.com/JSmith1826/college_hockey_2425)

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