International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 12 Issue: 04 | Apr 2025
p-ISSN: 2395-0072
www.irjet.net
MarketPulse: A Real-Time Financial Analysis Platform Using Data Science and Web Technologies Prajeeth L1, V Punya Lakshmi2, Mr. Nagaraj A3 , Ms. Sridevi Nagaraja4 1,2Students, Computer Science and Engineering, Jyothy Institute of Technology, Bengaluru, India 3Professor of Practice,
Computer Science and Engineering, Jyothy Institute of Technology, Bengaluru, India
4Founder and CEO, NiyantTEK Private Limited, Bengaluru, India
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Abstract - MarketPulse is a dynamic, real-time financial
investors and traders who depend on conventional techniques to effectively assess market dynamics. To tackle this challenge, MarketPulse was developed as a datafocused platform aimed at streamlining stock market analysis by utilizing visual tools and integrating real-time data. The main goal of this initiative is to enable users to understand market trends, assess risks, and make wellinformed decisions, all through an intuitive interface backed by strong data analytics.
analytics platform designed to streamline the process of stock market analysis and decision-making. Combining the power of data science, machine learning, and web scraping technologies, the platform delivers real-time stock prices, predictive analytics, sentiment analysis, and interactive chart visualizations. Built using Django and React.js, it leverages third-party financial news APIs services to provide updated market trends and data. Users can compare stocks, track market indices, explore news sentiment, and visualize data using tools like Chart.js and D3.js. The integration of real-time data with smart analysis tools ensures accurate risk assessment, making MarketPulse a complete decisionsupport system for investors, traders, and financial enthusiasts.
1.2 Objective MarketPulse's primary goal is to make financial analysis more accessible by converting intricate stock market data into easy-to-understand visual representations. This approach helps users grasp market trends and dynamics more effectively. Additionally, the platform is designed to offer real-time stock monitoring features, allowing users to observe changes and movements as they occur. Finally, it guarantees the provision of interactive charts and secure data access, which enhances both user experience and data security.
Key Words: Financial Analysis, Stock Forecasting, Django, React.js, Real-time Data, Financial Dashboard, Data Science
1.INTRODUCTION In the rapidly evolving financial landscape of today, having immediate access to precise market data and analytics is essential for making prompt and wellinformed investment choices. MarketPulse is a comprehensive online financial analysis platform designed to meet this demand by combining data science, web scraping, and modern visualization technologies. This system utilizes both real-time and historical stock data, financial news, and sentiment analysis to provide actionable insights through a user-friendly interface. Developed with Django for backend processing and React.js for the frontend, the platform includes features such as interactive stock charts, stock comparisons, a Market Mood Indicator, and a customizable watchlist. Data is gathered from reliable APIs. By offering a centralized, enhanced dashboard for examining market trends, MarketPulse enables traders, investors, and financial enthusiasts to make more intelligent, data-driven decisions.
1.3 Scope The purpose of MarketPulse is to provide a real-time financial dashboard with in-depth knowledge about the world stock market. The platform has AI-powered components including the Market Mood Indicator, which assesses investor emotion and risk ratings based on current data. Additionally, users may access sectoral and worldwide indexes, which gives them a comprehensive picture of the financial environment and aids in improved decisionmaking. A responsive experience across devices is guaranteed by the system, which is fundamentally scalable and user-friendly. It also facilitates future improvements and integration with new features and data sources.
2. UNDERSTANDING THE STOCK MARKET The stock market is a dynamic and complex system where shares of publicly traded companies are continuously bought and sold, with their values influenced by factors such as supply and demand, investor sentiment, and macroeconomic indicators. Beyond facilitating trades, it reflects the financial health of companies, sectors, and
1.1 Motivation The financial market is known for its significant volatility and intricate nature, presenting difficulties for
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