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README.md

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+---
+annotations_creators: []
+language:
+  - en
+language_creators: []
+license: []
+multilinguality:
+- monolingual
+pretty_name: 'adaption-chart_qa_numeric'
+size_categories:
+- 1K<n<10K
+source_datasets:
+- 'extended|https://huggingface.co/datasets/Arnav-Gr0ver/ChartQA_Visual_Primitives'
+tags:
+  - adaption
+  - instruction-tuning
+  - data-analysis-visualization
+  - corporate-business
+  - market-analysis
+task_categories: []
+task_ids: []
+---
+
+![banner](https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/8dea0ecf-8ed5-403e-9f75-76f17f1d1ac0.png)
+
+This dataset is a remastered version of this [dataset](https://huggingface.co/datasets/Arnav-Gr0ver/ChartQA_Visual_Primitives) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.
+
+# adaption-chart_qa_numeric
+
+This dataset contains question-answer pairs focused on extracting specific numeric values and years from chart-based contexts, covering topics like GDP, health indices, and tourism statistics. Each sample consists of a natural language prompt asking for a quantitative fact and a corresponding short completion providing the answer. The data appears to be a numeric subset of the ChartQA dataset, filtered for questions requiring scalar outputs rather than descriptive explanations.
+
+### Dataset size
+
+There are 4,968 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 27.1%.
+
+### Domain
+- Data-analysis-visualization (60%)
+- Corporate-business (16%)
+- Market-analysis (8%)
+
+### Language
+- English (100%)
+
+### Tone
+- Informative (74%)
+- Analytical (18%)
+- Objective (6%)
+
+### Evaluation Results
+
+- **Quality Gains:**
+<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/1ca746be-cad3-4e58-a714-54829fbf8b9c.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/29fca650-cc32-40d9-b081-0113429648f5.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/cf9a2200-33bb-45ee-92a5-e5963eae6181.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />