| --- |
| 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](https://adaptionlabs.ai/app/auth) 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:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/25c01b1f-afdc-4bd2-95ac-6921250883e1.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
| - **Grade Improvement:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/c1cef2c0-f189-4426-8f42-3fc7fe9e2420.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
| - **Percentile Chart:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/c70f1374-02f6-4ce0-a11f-883094f747b6.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
