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Fading QuicklySnapshot Window: 2026-07-17 17:10 UTC · ← Back to Crypto Overview
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Total Engagement - Comments: 17, Retweets: 7, Likes: 95, Impressions: 1894
Verbatim Community Citations & Social Evidence 2 source posts analyzed
All over the world, people still pay ~6% in fees and wait 5 days to send money across borders. Aerodrome fixes this. Fast, efficient, borderless. Onchain FX.
the most important Polymarket formula is not Kelly it is the pipeline that tells you whether your probability deserves to enter Kelly at all the math is public EV = p - q - fees Kelly sizes the edge Brier tells you whether the edge was real but every equation breaks at the [Spoken audio]: Turns poly market trades into usable research data. Poly market history is hard to analyze because trades live in blockchain events and market metadata is separate. This repo fills that gap with a repeatable data pipeline. Poly underscore data is a Python pipeline for poly market data retrieval and structuring. It gives you markets, order events and process trades you can actually query. First, it updates market metadata. Then it pulls order filled events from GoldSki. Finally, it mapped token IDs, infers buy or sell direction and writes clean trades to CSV. Researchers can backtest market efficiency or price discovery. Traders and analysts can rebuild history, filter by wallet and inspect who moved to market. It already has 1,367 stars and the pipeline is resumable. That matters when you're processing a full historical trade set, not a toy sample. Follow for more open source AI breakdowns.
