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README.md
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---
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annotations_creators: []
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language:
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- en
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language_creators: []
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license: []
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multilinguality:
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- monolingual
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pretty_name: 'adaption-africa_co2_emissions_analysis'
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size_categories:
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- 10K<n<100K
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source_datasets:
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- 'extended|https://www.kaggle.com/datasets/yunusahusseinadeiza/nigeria-carbon-emissions-interpreter'
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tags:
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- adaption
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- instruction-tuning
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- science
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- data-analysis-visualization
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task_categories: []
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task_ids: []
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---
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This dataset is a remastered version of this [dataset](https://www.kaggle.com/datasets/yunusahusseinadeiza/nigeria-carbon-emissions-interpreter) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.
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# adaption-africa_co2_emissions_analysis
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This dataset contains comparative CO2 emission statistics for Nigeria and South Africa from 2000 to 2024, sourced from Our World in Data. It includes metrics on total and per-capita emissions, trade-embodied carbon, fuel-specific breakdowns, and carbon intensity of GDP. The data supports detailed interpretations of energy mixes, demographic impacts, and the divergence between production-based and consumption-based carbon accounting.
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### Dataset size
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There are 27,932 data points in this dataset. This is an instruction tuning dataset.
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### Quality of Remastered Dataset
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The final quality is B, with a relative quality improvement of 11.3%.
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### Domain
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- Science (60%)
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- Data-analysis-visualization (40%)
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### Language
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- English (100%)
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### Tone
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- Analytical (80%)
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- Explanatory (20%)
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### Evaluation Results
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- **Quality Gains:**
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<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/d68554c9-decb-46c3-b8af-6a5dcdd71704.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
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- **Grade Improvement:**
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<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/988fec43-ec02-4fcf-8b5e-a99b64eb5347.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
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- **Percentile Chart:**
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<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/6d0bc4e8-bb42-488e-89df-0f49bc254a8d.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
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