A Web Framework for Explainable and Malleable Visualisation
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Date
2024
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
We present a novel web-framework which combines malleability in both the visualisation and pre-processing steps of the data visualisation pipeline. The framework lets users create Charts which can be visually modified to the use case, and each have their own fully editable Python code model with access to Python's extensive libraries. This puts the user in control over both pre-processing in Python and the final visualisation, making the effects of each pipeline step explainable and transparent.
Description
CCS Concepts: Human-centered computing → Visualization toolkits; Software and its engineering → Integrated and visual development environments
@inproceedings{10.2312:evp.20241080,
booktitle = {EuroVis 2024 - Posters},
editor = {Kucher, Kostiantyn and Diehl, Alexandra and Gillmann, Christina},
title = {{A Web Framework for Explainable and Malleable Visualisation}},
author = {Hansen, Simon Malthe and Assent, Ira and Schulz, Hans-Jörg},
year = {2024},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-258-5},
DOI = {10.2312/evp.20241080}
}