Inspiration
We were inspired by the growing need for accessible and interactive tools that provide real-time stock market data. With the increasing popularity of stock trading and investing, we wanted to create a platform that allows users to track and visualize live stock performance in a user-friendly way.
What it does
Stock-Simulator allows users to input stock tickers and instantly visualize real-time stock data through interactive charts. The platform provides candlestick charts that update minute-by-minute, offering insights into the stock’s price movements throughout the day.
How we built it
The backend is built using Flask, a Python web framework, which communicates with Yahoo Finance API (via the yfinance package) to fetch real-time stock data. The data is processed and visualized with Plotly, a powerful graphing library, which generates interactive candlestick charts. The frontend is designed using HTML and Tailwind CSS for an aesthetically clean, responsive, and modern interface.
Challenges we ran into
- Integrating live data with minute-by-minute updates in real time.
- Ensuring the platform is responsive and works well on both desktop and mobile devices.
- Handling errors and edge cases, such as invalid tickers or API downtime.
Accomplishments that we're proud of
- Successfully integrated real-time stock data from Yahoo Finance.
- Built interactive, dynamic candlestick charts that update live.
- Created a clean and intuitive user interface with responsive design.
What we learned
- Gained hands-on experience with Flask for building web applications.
- Learned how to work with Plotly for dynamic data visualization.
- Improved our understanding of how to fetch and manipulate real-time stock data via APIs.
What's next for Stock-Simulator
- Implementing more advanced features like stock comparison and historical data analysis.
- Enhancing the UI with more customization options and user preferences.
- Potentially adding user authentication to allow users to save their favorite stocks for quick access.
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