{"repo":"joshuatochinwachi/Solana-Game-Signals-and-Predictive-Modelling","free":true,"listed":false,"github":"https://github.com/joshuatochinwachi/Solana-Game-Signals-and-Predictive-Modelling","clone":"git clone https://github.com/joshuatochinwachi/Solana-Game-Signals-and-Predictive-Modelling.git","description":"Next-generation analytics & ML-powered churn prediction for Solana gaming. Self-training models predict player churn 14 days in advance. Live dashboard + REST API analyzing 60M+ on-chain transactions across 12 games.","language":"TypeScript","stars":18,"topics":["blockchain-analytics","churn-prediction","data-visualization","dune-analytics","fastapi","game-analytics","gaming-analytics","machine-learning","player-retention","predictive-modeling"],"license":null,"category":"machine-learning","readme_excerpt":"# Solana Game Analytics, Player Behavior Modeling and Predictive Forecasting Next-Generation Analytics & ML-Powered Churn Prediction for Solana Gaming Frontend Web App • Video Demo • API Docs • Technical Guide --- 🎯 The Problem & Solution The Problem Solana's gaming ecosystem generates millions of on-chain transactions daily, but game developers lack tools to: - Predict which players will leave before they churn - Understand cross-game behavior patterns - Make data-driven retention decisions The Solution A production-grade platform that: - Aggregates 60M+ user transactions from 12 Solana games in real-time - Predicts player churn 14 days in advance using advanced ML (typically 85% ROC-AUC accuracy) - Auto-retrains models whenever fresh blockchain data arrives - Visualizes insights through a gamified dashboard that auto-updates frequently - Empowers game developers to proactively retain players, not just react to losses --- 💎 Value Proposition For Game Developers - 🎯 Predict churn 14 days before it happens ( 85% accuracy) - 💰 Reduce player acquisition costs by improving retention - 📊 Understand cross-game behavior across Solana ecosystem - 🤖 Zero-maintenance ML that auto-improves with new data For Players - 🏆 Discover top-performing games by retention metrics - 🔗 Find similar games you might enjoy - 📈 See your own engagement patterns (future wallet integration) For Solana Ecosystem - 📊 First comprehensive gaming analytics platform - 🧠 Open-source ML models for commu","default_branch":null,"files":null,"tree":[],"storefront":"/r/joshuatochinwachi","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/joshuatochinwachi/Solana-Game-Signals-and-Predictive-Modelling/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}