Stock Market Prediction App

Description

The Stock Market Prediction App is a web application built using Streamlit, yfinance, and Prophet for time series forecasting. It allows users to select a stock, choose the number of years for prediction, and visualizes the raw stock data along with forecasted data using Facebook Prophet.

Features

• Select from a list of stocks for prediction.
• Choose the number of years for forecasting.
• Visualize raw stock data with an interactive Plotly chart.
• Utilize Prophet for time series forecasting.
• Display forecast data and components.

Getting Started

Prerequisites

• Python 3.6 or higher
• Install required dependencies:

  pip install -r requirements.txt

Running the app

   python -m streamlit run main.py

• Visit the provided URL in your web browser to interact with the app.

Usage

• Select a stock from the dropdown menu.
• Choose the number of years for prediction using the slider.
• Explore raw data, forecast data, and components.
• Visualize the data using interactive charts.

Data Source

• Yahoo Finance

Libraries Used

• Streamlit
• yfinance
• Prophet
• Plotly

License

This project is licensed under the MIT License.