annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: adaption-dataviz_expert_recommendations
size_categories:
- 1K<n<10K
source_datasets:
- original
tags:
- adaption
- instruction-tuning
- data-analysis-visualization
task_categories: []
task_ids: []
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-dataviz_expert_recommendations
This dataset contains expert-level data visualization recommendations generated for diverse analytical scenarios across multiple domains. Each entry includes a specific prompt detailing the domain, available fields, and constraints, paired with a rigorous response specifying chart types, encodings, and design justifications. The content focuses on best practices for visual storytelling, addressing pitfalls like causation confusion and accessibility requirements.
Dataset size
There are 2,000 data points in this dataset. This is an instruction tuning dataset.
Quality of Remastered Dataset
The final quality is A, with a relative quality improvement of 61.7%.
Domain
- Data-analysis-visualization (100%)
Language
- English (100%)
Tone
- Analytical (66%)
- Technical (28%)
- Professional (6%)
Evaluation Results
Quality Gains:
Grade Improvement:
Percentile Chart:
