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Wiz: A Web-Based Tool for Interactive Visualization of Big Data.

Christopher Balzer1,2, Rama Oktavian1, Mohammad Zandi1

  • 1Department of Chemical and Biological Engineering, University of Sheffield, Sheffield S1 3JD, UK.

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Summary
This summary is machine-generated.

Wiz is a web-based tool for interactive data visualization and analysis. It enables users to explore complex datasets and generate publication-ready figures without programming, aiding big data interpretation.

Keywords:
big datadata visualisation for Industry 4.0data visualizationdigitalizationinteractive plotsmulti-dimensional data analyticsprinciple component analysisweb app

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Area of Science:

  • Data Science
  • Scientific Visualization
  • Materials Informatics

Background:

  • Data visualization is crucial for understanding large datasets.
  • Interactive tools enhance data exploration beyond static representations.
  • Complexity in big data requires advanced analytical methods.

Purpose of the Study:

  • Introduce Wiz, a web-based application for handling and visualizing large datasets.
  • Provide a user-friendly platform for data analysis without requiring programming skills.
  • Facilitate the interpretation of complex data through advanced visualization techniques.

Main Methods:

  • Developed Wiz, a web-based application for interactive data visualization.
  • Implemented 5D visual analytics for relationship splitting.
  • Integrated multivariate data analysis techniques, including principal component and linear discriminant analyses.
  • Generated vivid, publication-ready figures.

Main Results:

  • Wiz allows for the exploration of large datasets through interactive visualization.
  • The application supports multivariate data analysis for deeper insights.
  • Users can generate high-quality, publication-ready figures easily.
  • No programming or software download is required.

Conclusions:

  • Wiz offers an accessible solution for data visualization and analysis.
  • The tool is expected to impact various fields dealing with big data, including materials discovery and AI.
  • Wiz empowers both scientists and non-scientists to interpret complex data effectively.