[Temp Check] Forse Analytics for Uniswap Revitalization and Growth Program

Temperature Check
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Uniswap Forse Update January 27th, 2025

What We’ve Accomplished So Far

Data Analysis Progress

We’ve moved further with the analysis, focusing on evaluating key dimensions like TVL growth, activity volume, user retention, and LP behavior across the four target chains (Arbitrum, Base, Scroll, and Blast). This includes working on a comparative analysis of incentivized versus non-incentivized pools and behavioral insights to understand how LPs respond to incentives.

Wireframing Underway:

We’ve started the wireframing process for the terminal. Leveraging our experience, we are designing a Terminal focusing on usability and clarity.

We are simultaneously ensuring we have access to relevant data on all chains and prototyping the analysis on one chain to be transferred to other chains later.

Current Analysis Focus Areas

  • User Attribution
    • We developed methodologies and implementations to analyse user’s relevant interactions with Uniswap
    • Based on that we can attribute them different characteristics and build groups
  • Insights into User Behavior
    • Tracking LP activity before, during, and after incentives.
    • Identifying trends in UNI reward behavior after incentives (e.g., sell, hold).
  • Comparative Analysis
    • Comparison between incentivized and non-incentivized pools to evaluate performance.
    • Looking at Cross-protocol for additional comparisons.
  • Retention Metrics
    • Analyze how incentives influence user retention.
    • Cohort-based retention curves segmented by pool and user type.
  • Cluster Analysis
    • Exploring potential LP clusterings: small vs. large LPs, activity patterns, among others.

Next Steps

  • Finalize data pipelines and further refine analysis methodologies.
  • Continue wireframing and begin implementing the terminal structure.

Feedback Preparation

In anticipation of our presentation to the Uniswap community in the next month, we are gathering and ordering information into viewable slides. We are hoping to gather valuable feedback from everyone involved. We invite you to join us on the 11.02.2025 for the community call.

We’d Love Your Feedback already

To make sure the analysis meets Uniswap’s needs, we’d appreciate your thoughts on the following:

  • Are there any additional metrics or insights you’d like us to prioritize?
  • How would you prefer we evaluate pool performance beyond TVL and volume?
  • Any specific LP behavior patterns or trends you’d like us to focus on?
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