Stock tracking platform

StockTrack on GitHub

https://github.com/sanarkk/StockTrack

Description

This project is a comprehensive platform that provides analytics on the stock marked based on articles parsed from various news website. The platform includes a website, a Telegram bot, and a backend system for parsing and preprocessing content. The analytics are derived from processed news articles, offering insights into trends, sentiments, and key topics in the finance space.

Features

• Website: Displays analytics and insights derived from the stock marker news articles.
• Telegram Bot: Provides real-time updates to users via Telegram.
• Parser: Scrapes and parses articles from multiple news sources.
• Content Preprocessing: Processes and analyzes the content using advanced NLP techniques.
• Backend: Manages data storage, API endpoints, and serves the frontend.

Technologies Used

• Database: AWS DynamoDB
• Website Backend: FastAPI, Docker, Swagger
• Telegram Bot Backend: Telegram Bot API
• Frontend: ReactJS, JavaScript, SCSS, ChartJs
• Parser: Python, Scrapy, Requests
• Content Processing: Python (Transformers, Boto3, Pandas)