| --- |
| 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;" /> |
|
|
