dpmendez/environmental-misinformation-threshold
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Climate Misinformation Claims Dataset
This dataset contains labeled climate-related claims designed for climate misinformation detection and claim classification. It was constructed by combining:
- The Climate Fever dataset (crowdsourced climate claims with evidence)
- Claims sourced from Science Feedback, collected via web scraping
The final dataset is split into training, validation, and test sets, and is intended for supervised machine learning tasks such as:
- Claim veracity classification
- Climate misinformation detection
- NLP benchmarking on climate discourse
Limitations
- Claims are English-only
- Science Feedback claims reflect editorial selection bias
- Labels may depend on the scientific consensus at the time of publication
Licensing and Usage Restrictions
- Climate Fever:
- Released under its original license (see original repository)
- Science Feedback:
*Claims extracted from publicly available pages
- Dataset intended for research and non-commercial use
- Original content remains property of Science Feedback
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