Are ecosystems really “healthy”? 🤔 That’s a question I kept asking myself while working in Web3 analytics. Because in chains like @Ronin_Network, billions flow daily across games, DeFi, and NFTs. They’re the lifeblood of an ecosystem. But here’s the truth: 👉 Surface-level numbers (like TVL or daily users) don’t always tell the full story. I’ve seen projects look “alive” on the outside — while under the hood, their ecosystem was bleeding liquidity, losing whales, or failing to retain users. So instead of just tracking pieces separately, I decided to build something that shows the whole picture. ======================== 🎮 Ronin Ecosystem Tracker App ======================== A full-stack blockchain analytics platform I built to monitor the health of the Ronin ecosystem across gaming, DeFi, and NFTs. 1️⃣ What it does • Real-time monitoring of Ronin network health (gas efficiency, wallet growth, whale flows) • Breakdowns of DeFi liquidity, NFT markets, and gaming activity in one place • Whale & holder segmentation (shrimps → whales) with retention + activation analysis • Interactive dashboards for ecosystem-wide insights 2️⃣ How I built it • Backend: @FastAPI (13 REST endpoints, async, caching with Joblib) deployed on @Railway → cuts API costs by 95% while serving unlimited users • Frontend: @nextjs (@v0 app) with dark/light themes, SWR-powered real-time fetching, and Recharts visualizations • Analytics: @streamlit + @plotlygraphs for in-depth whale tracking, liquidity flows, and retention heatmaps • Data Sources: Integrated 13 pipelines (@Dune, @coingecko Pro) pulling 30K+ transactions daily • DevOps: Multi-platform deployment across @vercel, Railway, and Streamlit Cloud 3️⃣ Why this matters Ronin isn’t just a gaming chain anymore — it’s an evolving economy. And economies can only grow if we understand their strengths and weak points. This tool is useful for: 📍 Ecosystem teams → to see where growth is really coming from 📍 Investors → to understand holder behavior and whale tracking 📍 Builders → to track liquidity flows across games, NFTs, and DeFi 📍 Analysts → to dig deeper than surface-level metrics 🔗 Explore the apps here: • Web App: • FastAPI root: • GitHub Repo: ----------------------------------------- For me, this wasn’t just “another dashboard / web app.” It was about proving I could take blockchain data from raw → transformed → packaged → deployed as full products that anyone can interact with. That’s the power of being both a data analyst and a full-stack builder. 💯 Because in Web3, the future of analytics isn’t static charts — 👉 It’s building living, breathing products that help entire ecosystems make smarter decisions. -- This work was inspired by @AnalyticSages @apostleoffin @Bhami628 @Jihoz_Axie __ So here’s my question to you 👇 👉 What’s the most important signal of a healthy blockchain ecosystem to you and what did you notice about Ronin on this app? -- Gm Gm😉