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International Journal of Science, Strategic Management and Technology

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ISSN: 3108-1762 (Online)
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PREDICTIV: A REAL-TIME STOCK MARKET PLATFORM WITH MULTI-SOURCE DATA INTEGRATION AND PORTFOLIO MANAGEMENT

AUTHORS:
L.Rajan Roop
K.Sri Charan
V.V.Kavya Sree
Mentor
T.Aruna Jyothi
Affiliation
Department of Information Technology Matrusri Engineering College INDIA
CC BY 4.0 License:
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract

This paper presents Predictiv, a full-stack real-time stock market platform designed to provide investors with comprehensive market data, financial analytics, and portfolio management capabilities. The system integrates multiple financial data sources including Yahoo Finance and Alpha Vantage APIs to deliver live price quotes, OHLCV candlestick charts, fundamental financial statements, and news sentiment analysis. The frontend is built using React.js with Redux state management, D3.js-powered charting via react-stockcharts, and a context- based dark/light theme system. The backend is implemented with Django REST Framework, providing secure JWT-based authentication and persistent portfolio and funds management. The platform features a three-tier data fallback architecture ensuring high availability, pre-loaded support for major Indian NSE stocks and global equities, and real-time market hours awareness for the National Stock Exchange of India. Results demonstrate that the system successfully delivers a responsive, data-rich trading interface suitable for both retail and research- oriented users.

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Roop, L., Charan, K. & Sree, V. (2026). Predictiv: A Real-Time Stock Market Platform with Multi-Source Data Integration and Portfolio Management. International Journal of Science, Strategic Management and Technology, 02(04). https://doi.org/10.55041/ijsmt.v2i4.379

Roop, L.Rajan, et al.. "Predictiv: A Real-Time Stock Market Platform with Multi-Source Data Integration and Portfolio Management." International Journal of Science, Strategic Management and Technology, vol. 02, no. 04, 2026, pp. . doi:https://doi.org/10.55041/ijsmt.v2i4.379.

Roop, L.Rajan,K.Sri Charan, and V.V.Kavya Sree. "Predictiv: A Real-Time Stock Market Platform with Multi-Source Data Integration and Portfolio Management." International Journal of Science, Strategic Management and Technology 02, no. 04 (2026). https://doi.org/https://doi.org/10.55041/ijsmt.v2i4.379.

References
1.Abramov, Redux Documentation, Redux.js.org, 2015. Available: https://redux.js.org

2.Meta Platforms , React – A JavaScript library for building user interfaces, React.js Documentation, 2023. Available: https://react.dev

3.Alpha Vantage Inc., Alpha Vantage API Documentation,     Available: https://www.alphavantage.co/documentation/

4.Yahoo Finance, Yahoo Finance API, query1.finance.yahoo.com, 2023.

5.Bostock, M. Ogievetsky, J. Heer, D3: Data- Driven Documents, IEEE Transactions on Visualization and Computer Graphics, Vol.17, No.12, 2011, pp. 2301-2309.

6.Django Software Foundation, Django REST Framework Documentation, 2023. Available: https://django-rest-framework.org

7.Bird, S. Klein, E. Loper, Natural Language Processing with Python, O'Reilly Media, 2009.

8.Lawson, R. Sharp, Introducing HTML5, New Riders, 2011.

9.NSE India, National Stock Exchange of India – Market Timings,     Available: https://www.nseindia.com

10.Clearbit Inc., Clearbit Logo API Documentation,   2023.
Ethics and Compliance
✓ All ethical standards met
This article has undergone plagiarism screening and double-blind peer review. Editorial policies have been followed. Authors retain copyright under CC BY-NC 4.0 license. The research complies with ethical standards and institutional guidelines.
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