Pakistan Stock Market Prediction System

Project Title

Project Area of Specialization

Artificial Intelligence

Project Summary

A Stock Market / Equity Market /Share Market ? ??????? ?? ?? ?????? ,PSX) is the aggregation of buyers and sellers of stocks, which represents ownership claims on businesses ,that means percentage in profit of the company , sometimes part of company's lose. As various Countries have their Stock Market, Pakistan also has individual Stock Market named "The Pakistan Stock Exchange PSX" with tending floors in Karachi, Islamabad and Lahore and a proper website https://www.psx.com.pk . Pakistan Stock Market is the platform where the stable, profitable, registered companies are listed for investment and the investors are there to invest in companies. Now the Actual Problem is the buyer of share/ the inverter don't know which company (listed in Pakistan stock Market) has been in profit and which one is in devolution, because the data is just in numbers, So it's hard to manually calculate and predict that which company had a great past and a bright future. Our System calculates the previous data, preview the present worth and predict the future of the companies, also suggests to invest in the companies to have a bright profitable future.

Project Objectives

The core objective of our project is to predict the Companies evaluation or devaluation , using the calculation of the previous data of Companies and their current situation.

Project Implementation Method

A web-based cross-platform Mobile Application and also a Website, that simply shows the growth of companies (that are listed in PSX). Simply can say that the system will take PSX real time data & Chosen Trading Style by Trader, Process/Calculates the previous data and current worth, Then preview the Prediction Graph as output of the system, that will help the trader while choosing the company to invest in. Now This is how Our System will basically Works (shown down below) …

Tools/ Technology

Supportive Platforms : Android, iOS, Browsers Software tools : VS code , Jupiter notebook , MySQL , Excel , D-Jango , React , React Native

Programming languages : Python , [ HTML, CSS, JAVA SCRIPT] Libraries : Beautiful Soup, Pandas , Selenium ,SKLearn , numpy , datetim

Benefits of the Project

Benifit of project is show the expect future of companies according to thier past data and economical condition , which help the share buyers (investers) to choose the company to be invested.

Technical Details of Final Deliverable

As it is mentioned in above Introduction and Objective fields that what our project is actually about.

So, basically our project will be Web-based cross-platform Mobile Application, also a Website that will perform Real-time prediction of Pakistan Stock Market.