Stock Market Analysis and Prediction

Mohammed Wajid Afzal ¹, Mohammed Ashwak ², Ikram Uddin Khan³, Mr.Saidulu⁴

¹Department of Artificial Intelligence and Data Science, Methodist College of Engineering and Technology, Hyderabad, Telangana, India

² Department of Artificial Intelligence and Data Science, Methodist College of Engineering and Technology, Hyderabad, Telangana, India

³ Department of Artificial Intelligence and Data Science, Methodist College of Engineering and Technology, Hyderabad, Telangana, India

⁴ Department of Artificial Intelligence and Data Science, Methodist College of Engineering and Technology, Hyderabad, Telangana, India

Abstract Evaluating equity market metrics is crucial for recognizing financial trajectories, mitigating risks, and facilitating strategic capital allocation. This research investigates the historical equity trajectory of Adani Ports and Special Economic Zone Limited (ADANIPORTS) by leveraging advanced graphical analytics. By employing Tableau, unprocessed trading records are converted into actionable, interactive visual frameworks. Critical performance metrics—encompassing equity valuations, trading volume, turnover, deliverable volume, and general market dynamics—are thoroughly examined. To uncover behavioral patterns, the methodology integrates diverse graphical representations, specifically line graphs, bar diagrams, pie charts, scatter plots, alongside key performance indicator (KPI) cards. Ultimately, the findings illustrate how graphical analytics streamlines complex financial evaluations, empowering stakeholders to better comprehend equity trajectories and capitalize on strategic prospects.