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README.md

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+---
+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: []
+---
+
+![banner](https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/445fdf01-9c6a-4765-a7ad-8f0d5a9ff579.png)
+
+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;" />