/OWL

This repo is for collecting and analyzing data related to the Overwatch League

Primary LanguageJupyter Notebook

OWL

Purpose:

This repo is for collecting and analyzing data related to Overwatch League.

Outline of Goals

  • Gather Stats - Collect data on professional overwatch players and teams.
    • Web Scraping
      • OWL Site
        • Team list
        • Player list
        • Schedule
        • Possible Statistics (waiting to see)
      • Winston's Lab
        • Detailed match stats
        • Timeline Info
    • API's
      • OWAPI
        • Aggregated account stats of mathmade games
      • Overwatch-api
        • Info about the games: Characters, Maps, etc...
  • Data Storage - Find optimal ways of organizing and store the data.
    • Static files: CSV, JSON
    • SQLite
    • Postgres/MySQL
  • Feature Engineering and Data Analysis
    • Predict OW matches
    • predict individual stats
      • Use enemy team stats to predict certain metrics for each player.
  • Presentation - Find a way to present articles and anlysis of OW Games.
    • Web Site
      • Design and organization
      • Use Flask as a Frame work
      • Articles from multiple authors.
    • Public API

Moving Forward:

As more work is completed on the project we will move this outline to a seperate file and change this one to be freindlier to those new to the repo.