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Collective Intelligence in League of Legends

Steps for reproducing the results --

  1. Create and activate virtual environment for the repository using the commands python3 -m venv . and source bin/activate
  2. Install dependencies from the requirements.txt file using the command python3 -m pip install -r requirements.txt
  3. Setup a developers account at Riot Games to use their RESTful APIs through an API key. Create a .env file as shown in sample.env file, and fill in the appropriate values from the developers account
  4. Run the gather_dataset.py script to fetch API data. Requires creation of certain folders. For example -- matchData, matchTimeline, ranks in the root directory
  5. Navigate to the notebooks folder to run analyses on the data

Sample aggregated dataset for games and sample summoner ranks info is provided under the dataset directory