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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: []
---
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;" />
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