Gitcoin Retrospective Analysis Dashboard

This Streamlit application provides an interactive dashboard for analyzing Gitcoin's retroactive funding allocation data.

View application: https://gg23-retro-analysis.streamlit.app

Badgeholder Preference Analysis - How badgeholders distributed their weights across metrics?

Metric Analysis - How do different project metrics relate to final funding allocations?

Performance Clusters Analysis - Were funds equitably deployed across clusters having different strengths and profiles?

Setup

1. Create a virtual environment (recommended):

python -m venv venv
source venv/bin/activate  # On Windows, use: venv\Scripts\activate

2. Install dependencies:

pip install -r requirements.txt

Running the Application

Run the Streamlit app with:

streamlit run app.py

The application will open in your default web browser. If it doesn't, you can access it at http://localhost:8501

Data Structure

The application uses three main datasets:

• votes.csv: Contains badgeholder votes for metrics
• allocation.csv: Contains final allocation results
• metrics.csv: Contains project metrics

These files should be located in the retrospective/data/ directory.