A Data-Cleaning Case Study From Blackhole DEX
In this article, I walk through a real data issue we ran into at lpscanner.xyz: how we discovered it, how we analyzed it, and how we solved it.
Monthly Liquidity Structure Review
Reserved for a recurring note on market structure, concentration, fee efficiency, and cross-protocol liquidity movement.
Dashboard Release Notes
A simple home for data release notes, scoring changes, new page launches, and protocol coverage updates.
Pool-Level Deep Dive
This slot can hold one focused breakdown of a single pool, fee tier, LP behavior cluster, or unusual trading period.
Concentrated Liquidity Changes Worth Tracking
Space for a compact note on hooks, fee changes, incentive programs, or pool launches.
Liquidity Rotation Across Covered Markets
Reserved for shorter comparative notes across Ethereum, Avalanche, and future chain support.