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---
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! |