Welcome to the Stock Prediction App, a Python-based application that predicts stock prices using Plotly, Facebook Prophet, Yahoo Finance API, and powered by Streamlit for a seamless and interactive user experience.
Features:
Data Retrieval: Utilizes Yahoo Finance API for real-time stock data.
Visualization: Plotly and Streamlit combined to create dynamic and user-friendly charts for better data representation.
Prediction: Integrates Facebook Prophet for time-series forecasting, providing accurate predictions for future stock prices.
User-Friendly Interface: Streamlit ensures an intuitive interface to easily input stock symbols and view predictions.
Technologies Used:
~Python ~Streamlit ~Plotly ~Facebook Prophet ~Yahoo Finance API
How to Use:
~Clone the repository to your local machine. ~Install the required dependencies using pip install -r requirements.txt. ~Run the app with Streamlit (streamlit run app.py) and enter the stock symbol of your choice. ~Explore interactive visualizations and predicted stock prices.
Feel free to contribute, report issues, or suggest enhancements! Happy predicting! 🚀