StockX

Overview

StockX is a web application that provides real-time stock market data, analytics and prediction. It allows users to track stock prices, view historical data, and analyze market trends using news articles.

Features

• Real-Time Data: Get up-to-the-minute stock prices and market information.
• News powered Predictions: Predictions using the current news about market and stocks.
• Historical Analysis: Access historical stock data to analyze trends over time.
• User-friendly Interface: Intuitive and easy-to-use interface for a seamless user experience.

Working

• Combined Roberta model (NLP) with SARIMAX (Time series).
• Predictions from both models ranging from -1 to +1 combined to generate sentiment score with 50% weightage each.

Installation

Clone the repository

git clone https://github.com/your-username/stockX.git

Change Directory

cd stockX

Install the dependencies:

Creating a virtual is Recommended

pip install -r requirements.txt

Run the program

python app.py

Demo

Home Page

About Page

Slider

1 Day Graph

1 Week Graph

Max Graph

Home Page

Search

Prediction

Contributions are Welcomed!!