A Web Framework for Explainable and Malleable Visualisation

TY - GEN

T1 - A Web Framework for Explainable and Malleable Visualisation

AU - Hansen, Simon Malthe

AU - Assent, Ira

AU - Schulz, Hans-Jörg

PY - 2024

Y1 - 2024

N2 - 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.

AB - 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.

U2 - 10.2312/evp.20241080

DO - 10.2312/evp.20241080

M3 - Article in proceedings

BT - EuroVisPosters2024

A2 - Kucher, Kostiantyn

A2 - Diehl, Alexandra

A2 - Gillmann, Christina

PB - The Eurographics Association

ER -