500k people follow Ki Young Ju's charts. Here’s how he actually reads them. @ki_young_ju, founder of @cryptoquant_com , for Blockchain 100. Key takeaways: 1. A chart tells you what, never why He left technical analysis because the price can’t explain itself, and real alpha is seeing what drives a decision before it reaches the chart. 2. Imagine seeing every bank transaction in the world That’s how he described on-chain data to me. All of it is public, and reading it is the hard part. 3. Manipulation has a signature A large deposit from a founder or market maker, then a price spike as they sell into it, and the price never recovers from there. 4. He grades analysts on three things Whether they admit being wrong, whether they bring evidence, and what he calls a clown score, meaning attention-seeking posts versus actual insight. 5. A wrong call isn’t wrong data He called the cycle over in 2025 and said so publicly when it didn’t play out, because the read can be wrong while the data still holds. 6. His next model reads words, not wallets An LLM scores what top analysts are posting, so instead of only seeing what money did, you see what people believe. 7. He barely trades Mostly hedges, and his own approach is spot and DCA, because that’s the best odds if you’re not calculating them yourself. 8. Have principles Decide yours, live by them. Full episode on Binance Square: