This repository contains Python code to data-mine ratings at the Epic Games Store (EGS).

The leak has been plugged, so the code cannot fetch ratingCount directly from Epic Games anymore.

• Install the latest version of Python 3.X.
• Install the required packages:

pip install -r requirements.txt

To retrieve the pageSlug for every store product, run:

python download_store_products.py

Caveat: different store products can be associated with the same pageSlug, despite having different title values.

To retrieve the sandboxId associated with every pageSlug, run:

python download_sandbox_ids.py

To retrieve the ratings associated with every sandboxId, run:

python download_game_ratings.py

To export trimmed results to JSON and CSV, run:

python export_results.py

Alternatively:

• Run epic-games-ratings.ipynb

A ranking of games sorted by Bayesian average rating is available here.

NB: the ranking does not feature delisted games.

• Official ranking of Top Player Reviewed PC Titles, computed by Epic Games
• nikop/epic-games-ratings
• woctezuma/epic-games-achievements
• woctezuma/epic-games-player-estimates
• ToutinRoger/EpicGraphQL
• woctezuma/Steam-Bayesian-Average
• Bayesian average on Wikipedia
• Paul Masurel, Of Bayesian average and star ratings, March 2013