DataVista: A Simplified Data Visualization Tool
Year: 2025
Type: article
Abstract: DataVista is a simplified data visualization tool developed to address the challenges oftransforming raw, diverse datasets into actionable insights with minimal technical intervention.The project leverages a comprehensive design thinking approach, beginning with an empathyphase that employed surveys, interviews, and observational techniques to uncover the needs andpain points of its primary stakeholders—including students, data scientists, and data analysts.Insights gathered during this phase helped define the core challenges, such as data cleaning, multi-format compatibility, and the complexity of existing visualization tools. In the subsequent defineand ideation phases, the team framed the problem through targeted "How Might We" questionsand explored a wide range of innovative solutions using techniques like brainstorming, mindmapping, SCAMPER, and storyboarding. These sessions led to the conceptualization of featuressuch as one-click data upload, automated preprocessing, AI-powered visualizationrecommendations, customizable dashboards, and real-time data integration. The prototypingphase then transformed these ideas into tangible, testable components, ensuring that the finalproduct would be both user-friendly and robust.
Authors: Veerasagar S S, Reevan Coelho, Harsh Singh, Nithyashree GD
Language: English
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
SDG: Quality education
Open Access status: hybrid
OpenAlex ID: W4408886330