I've always been fascinated by financial markets. This month, I decided to build a tool to help with the research of stocks and cryptocurrencies. I'm using YFinance as a data source because it's free and provides a wide range of reliable market data. For sentiment analysis, I'm leveraging Google Trends to gauge public interest and sentiment over time.
The tool, named Zenith, is a command-line utility with four main features:
Market Analysis: Provides insights like moving averages, RSI, and volatility for selected stocks or cryptocurrencies. Sentiment Analysis: Uses Google Trends to visualize sentiment for specific keywords. Quantitative Strategies: Implements trading strategies such as momentum, mean reversion, and pairs trading. Portfolio Management: Analyzes and visualizes portfolio performance and correlations. The goal is to make research accessible, even for those new to financial analysis, while still being powerful enough for experienced users.
It's still a work in progress, and I’d love feedback or suggestions on features you'd find helpful. I'm also considering integrating LLMs to summarize key data points or assist in generating more detailed analyses.
The project is open-source, and you can find it here: [https://github.com/chisasaw/zenith]. Contributions or stars are welcome!
What tools or workflows do you use for financial research? Would you find something like this useful? Let me know your thoughts!