EquiStocks

EquiStocks is a comprehensive stock market analytics platform designed for portfolio management, stock price prediction, and sentiment analysis. The project was developed as part of the Programming Laboratory course for the BTI CS NMIMS Batch of 2023, dated October 21, 2020.

Introduction

EquiStocks
Project Date: 21-10-2020
Subject: Programming Laboratory BTI CS NMIMS Batch 2023
Demo

Features

• Company Details Dashboard
• News Sentiment Analysis
• Portfolio Management
• Stock Close Price Prediction

Stock Price Prediction Model using Linear Regression

• R-Squared:0.8
• Mean squared error: 14.02
• Variance score: 0.87
• Coefficients: [9.39789552]

Tools

• Python 3.8
• SQL
• JavaScript
• HTML5
• CSS

Screenshots

Setting Up

1. Clone this repository and run the following command from your terminal

pip instal -r requirements.txt

2. Run app.py

python app.py

Contact

deepshah3110@gmail.com