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gimmy256/adaption-africa-data-viz-instruct

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. adaption-africa_data_viz_instruct This instruction-tuning dataset contains 184 samples focused on data visualization within an African context, covering demographics, infrastructure, and economic indicators. The entries feature prompts and completions that explain statistical trends, recommend chart types, and provide Python code using libraries like Matplotlib and GeoPandas.… See the full description on the dataset page: https://huggingface.co/datasets/gimmy256/adaption-africa-data-viz-instruct.

sourceHugging Faceupdated 2mo agoView on Hugging Face
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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

adaption-africadataviz_instruct

This instruction-tuning dataset contains 184 samples focused on data visualization within an African context, covering demographics, infrastructure, and economic indicators. The entries feature prompts and completions that explain statistical trends, recommend chart types, and provide Python code using libraries like Matplotlib and GeoPandas. Data spans various regions including East, West, and Southern Africa, offering both conceptual analysis and practical coding examples for generating charts and maps.

Dataset size

There are 369 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 (54%)
  • —Geography (18%)
  • —Science (8%)

Language

  • —English (100%)

Tone

  • —Analytical (50%)
  • —Technical (14%)
  • —Informative (12%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/a88c788e-2410-48ab-8689-8e0015f83199.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/4629bc82-d55e-4b6d-85aa-d88b2923cfed.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/f3c2673b-8628-4b2c-b01b-ac4b01b6449d.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />