Datasets:
annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: chart_qa_with_axis_tricks
size_categories:
- 10K<n<100K
source_datasets:
- original
tags:
- adaption
- instruction-tuning
- data-analysis-visualization
- geography
- science
task_categories: []
task_ids: []
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
chart_qa_with_axis_tricks
This dataset contains pairs of chart descriptions and questions focused on interpreting time-series data for meat production and forest area across various countries. The samples specifically highlight misleading visualization techniques, such as inverted axes, truncated y-axes, and non-zero baselines, requiring the model to calculate actual values and percentage changes rather than relying on visual intuition. Each entry provides raw plotted values, axis ranges, and chart types to test robust quantitative reasoning against deceptive graphical representations.
Dataset size
There are 27,973 data points in this dataset. This is an instruction tuning dataset.
Quality of Remastered Dataset
The final quality is B, with a relative quality improvement of 3.8%.
Domain
- Data-analysis-visualization (94%)
- Geography (4%)
- Science (2%)
Language
- English (100%)
Tone
- Objective (40%)
- Informative (40%)
- Analytical (20%)
Evaluation Results
Quality Gains:
Grade Improvement:
Percentile Chart:
