Open Access

Is this chart lying to me? Automating the detection of misleading visualizations

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Date

2026-01-22

Type

Dataset
Software
Text

Authors

Tonglet, Jonathan
Zimny, Jan
Tuytelaars, Tinne
Gurevych, Iryna

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Abstract

Description

The Misviz and Misviz-synth datasets accompany the paper "Is this chart lying to me? Automating the detection of misleading visualizations'". The datasets contain examples of misleading and non misleading visualizations. Misviz contains real-world chart images, while the charts in Misviz-synth are synthetic. The datasets are made available under a CC-BY-SA-4.0 license. Please cite our paper if you find this dataset useful to your work.

Keywords

misleading charts, visualizations, chart understanding

Citation

Identifier

https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/5003

Endorsement

Related Resources

Cites
https://arxiv.org/abs/2502.20503
Is Supplement To
https://github.com/UKPLab/arxiv2025-misviz
Is Part Of
https://arxiv.org/abs/2508.21675

DFG Classification

4.43-04 Künstliche Intelligenz und Maschinelle Lernverfahren
4.43-05 Bild- und Sprachverarbeitung, Computergraphik und Visualisierung, Human Computer Interaction, Ubiquitous und Wearable Computing

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License

Except where otherwise noted, this license is described as CC-BY-SA 4.0 -Attribution-ShareAlike 4.0 International