Diy Programming
Gwent: Pro Ladder Analysis and National Rankings
Data for on players in Pro Ladder is released on playgwent.com, but it is limited. You get the rank, the score, the country of origin and the number of matches played. Using some fairly basic data analysis tricks there must be more we can do with these data! Using python we’ll scrape data for the top Gwent players on pro-ladder and calculate additional statistics about the current season, popularity of the game in different countries, players’ efficiency, players national rank, … A jupyter notebook with all code can be found on GitHub which you can explore through Binder without installing anything. For those that want to check their own national rank or ladder efficiency index (and don’t care about the code). Download links for the full tables discussed here (in Excel-format) are available here: Player Statistics : Player data for each season, with ladder efficiency and national rank added. Player Summaries : Summary data for each player that made an appearance in pro rank. Includes number of appearances on the leaderboards, min and max MMR, best rank, best national rank, … Seasonal summary : Number of games played each season in Masters 2, minimum and maximum MMR as well as Read more…