Steam Tag Mapping

This repository allows to compute an embedding of Steam tags, based on all Steam games and their respective tags.

Definition

A "tag" is a word or expression attached to a game, as can be seen on Steam.

Data source

Data is downloaded from SteamSpy API via the steamtags PyPI package.

Requirements

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

pip install -r requirements.txt

Usage

To create the mapping by analyzing the joint occurences of tags for each game, run the Python script as follows:

python map_tags.py

Results

Results are shown on the Wiki.

Reference

• a post on NeoGAF showing the map of tags.
• t-SNE:
  • author's FAQ
  • wikipedia
• UMAP