File size: 2,172 Bytes
2c6777a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 | ---
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;" />
|