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README.md

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+---
+annotations_creators: []
+language:
+  - en
+language_creators: []
+license: []
+multilinguality:
+- monolingual
+pretty_name: 'adaption-nl_to_viz_spec_pairs'
+size_categories:
+- 10K<n<100K
+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/f6c5e1d2-b810-4926-93a5-b3758c769be7.png)
+
+This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.
+
+# adaption-nl_to_viz_spec_pairs
+
+This dataset contains pairs of natural language requests and database schemas mapped to structured visualization specifications. Each entry includes a prompt with schema details and a user request, paired with a completion defining chart type, axes, grouping, and aggregation. The data is designed for training models to translate text queries into executable chart configurations.
+
+### Dataset size
+
+There are 11,698 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 5.0%.
+
+### Domain
+- Data-analysis-visualization (100%)
+
+### Language
+- English (100%)
+
+### Tone
+- Technical (100%)
+
+### Evaluation Results
+
+- **Quality Gains:**
+<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/c2473e60-0e36-4801-8f4a-f919b4a56d04.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/28a7c651-e209-4031-97c8-f4424e9981cf.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/6edea423-4dbb-445b-bbba-880a3114706a.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />