1) some thoughts on the liquidity metric:
First, it's definitely better than what you've had before! This table isn't crazy:
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6) The order size you check for is mostly up to $10k. That makes sense for many coins! But not for BTC/USD. A significant % of BTC/USD volume comes in lots of size > $10k. You probably want this to be a % of ADV instead (maybe up to 0.01% of an ADV).
Sam you got beef with after he delisted your tokens and replaced it with his own shittier version?
Based on checking trade size distribution of BTC USD pairs across various exchanges, the 75% quartile is still relatively small. We used this distribution to inform the different order sizes we simulate to produce our score.
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Is that 75% quartile of trades or of volume? I.e. if there are 6 trades of sizes 1, 1, 1, 1, 1, 90, would you say the 75% quartile is 1 or 90? I think the answer here should be 90.
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