CoolFace
Datasetpublic

rodriguescarson/extreme-poverty-chart-qa

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. extreme_poverty_chart_qa This dataset contains question-answer pairs derived from time-series charts showing the share of population living in extreme poverty across various countries. The samples include data descriptions with specific axis ranges, chart types, and plotted values, followed by analytical questions about trends, comparisons, or chart integrity metrics like Tufte's Lie Factor.… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/extreme-poverty-chart-qa.

sourceHugging Faceupdated 2mo agoView on Hugging Face
0likes15downloads
Dataset Card

banner

This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

extremepovertychart_qa

This dataset contains question-answer pairs derived from time-series charts showing the share of population living in extreme poverty across various countries. The samples include data descriptions with specific axis ranges, chart types, and plotted values, followed by analytical questions about trends, comparisons, or chart integrity metrics like Tufte's Lie Factor. The completions provide precise numerical answers and interpretations based on the provided chart data.

Dataset size

There are 2,880 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 20.0%.

Domain

  • —Data-analysis-visualization (100%)

Language

  • —English (100%)

Tone

  • —Objective (46%)
  • —Analytical (36%)
  • —Informative (14%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/a46ac0fc-3b49-49c1-9b2a-f558626cb0c9.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/02df72cb-7154-46b3-8d27-0205518ab341.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/b2c081a2-44dc-4a9b-9bc3-f846ee1056e6.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />