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Source channel @pythontelegrambotchannel · Post #89 · Oct 7

The v13 release is not just a release either, it is also our official announcement of participation in the annual #hacktoberfest. 💻🥨 We know that we're a few days late to the party, but v13 had to get ready before. 😉 This year, the fest is opt-in for projects and we definitely want to opt into taking part in this great event! If you ever thought about starting coding or giving back to your favourite open source repositories, now is the time! Head over to the hacktoberfest website to learn more about it. We already prepared some issues on our repositories and aim towards opening more issues for starters, but feel free to begin a hunt for improvements and fixes by yourself!

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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #1712 · 07/31/2025, 05:12 PM

What is sGIFT and how to make money on it? 🎁sGIFT is an index of the 15 largest Telegram gifts, compiled from transactions on top marketplaces, cleaned from noise and wash trades. Trade with leverage up to ×3, in $USDT or $TON, with a 1% commission and OI up to $50K in each direction. It is also worth mentioning the risks: experimental methodology, possible high volatility, and order failures. ⚙️What’s under the hood of sGIFT? 🟠Normalized price: sale_price/(1+platform_fee_pct) — to remove bias caused by fees. 🟠Outlier filtering: transactions with price >3× or <0.33× of floor (≤0.1% of cases) are excluded; then data outside ±3 σ from the mean are removed. 🟠 Top 15 collections by capitalization: from plush pepe to vintage cigar, with a “penalty” weight given to a new collection for a week to smooth the spike. 🟠 Statistical data processing: weight = MCAP (median “cleaned” price × supply) / sum of MCAP of all 15, weight changes are stretched over 24 hours. 🟠Dynamics: recalculated in USDT in real time at each TON/USDT oracle tick. More about the index: article ❓How to make money on it: 3 practical cases 1. A new collection is released → short signal🌡 The launch of a new gift collection is usually accompanied by a surge of activity around it, but if it is not included in the index, it will most likely cause an outflow from old collections: selling one Plush Pepe or Durov's Cap and buying a couple dozen new items sounds reasonable. This is a signal to open a short, expecting a correction. 2. Update of 5 collections released → short signal🌡 After a major update of several popular collections, new gifts come into focus, buying/selling happens mainly on them, which reduces interest in old collections. The index reacts with a drop — we catch the moment for a short. 3. Profile with 1000 gifts blocked → long signal🧪 If Telegram moderation blocks a channel-marketplace with a large collection (say with 1000 NFTs in the profile), the total liquid volume on the market decreases, the index lacks “cheap” lots — the index price starts to rise. We open a long. 💵 Your ideas for using the index? #StormTrade#TelegramGift#PlushPepe#Tonnel#MRKT#Portals 🚀Web | Mini-app | Chat | Channel