README.md

metadata

title: Steam Game Recommender
emoji: 🎮
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: 1.28.0
app_file: app.py
pinned: false

🎮 Steam Game Recommendation System

A powerful feature-based game recommendation system that helps you discover perfect Steam games from a database of 80,000+ titles.

🔍 Features

• Type 1 Recommendations: Filter games by genres, tags, price, and platforms
• Full Dataset: Access to all 80,000+ Steam games
• Smart Filtering: Find games that match your exact criteria
• Rating System: See community ratings and review counts
• Platform Support: Filter by Windows, Mac, and Linux compatibility
• Visual Analytics: Interactive charts and statistics
• Popular Games: Discover trending and highly-rated games

🚀 How to Use

1. Select your preferred genre (Action, Adventure, RPG, etc.)
2. Choose optional tags for more specific preferences
3. Set your budget with the price slider
4. Select platforms you game on
5. Set quality filters (minimum rating and reviews)
6. Click "Get Recommendations" or try "Popular Games"

🛠️ Technology Stack

• Frontend: Streamlit
• Data Processing: Pandas, NumPy
• Visualization: Plotly
• Data Source: Hugging Face Datasets

📈 Recommendation Type

This is a Type 1: Feature-Based Recommendation System that filters games based on explicit user preferences and features rather than collaborative filtering.

🎯 Perfect For

• Gamers looking for new discoveries
• Finding games within your budget
• Discovering games for specific platforms
• Exploring different genres and tags

Made with ❤️ for the gaming community!