Trader Performance vs Market Sentiment Analysis

Project Overview

Analysis of how Bitcoin market sentiment (Fear/Greed Index) affects trader behavior and performance on Hyperliquid.

Dataset

• fear_greed_index.csv - Daily Bitcoin Fear/Greed sentiment scores
• historical_data.csv - Hyperliquid trader data (PnL, position size, trades, leverage)

Requirements

• Python 3.8+
• Jupyter Notebook
• pandas, matplotlib, numpy

Setup & Install

pip install pandas matplotlib numpy

How to Run

1. Open terminal/command prompt
2. Type: jupyter notebook analysis.ipynb
3. Press Enter
4. In Jupyter, click Cell → Run All

Files

• analysis.ipynb - Main code
• WRITEUP.md - Summary of findings
• charts/ - Output images

Author

Angel Gupta