datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
climate_sentiment
Dataset Card for climate_sentiment
Dataset Summary
We introduce an expert-annotated dataset for classifying climate-related sentiment of climate-related paragraphs in corporate disclosures.
Supported Tasks and Leaderboards
The dataset supports a ternary sentiment classification task of whether a given climate-related paragraph has sentiment opportunity, neutral, or risk.
Languages
The text in the dataset is in English.
Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/climatebert/climate_sentiment.environmental_claims
Dataset Card for environmental_claims
Dataset Summary
We introduce an expert-annotated dataset for detecting real-world environmental claims made by listed companies.
Supported Tasks and Leaderboards
The dataset supports a binary classification task of whether a given sentence is an environmental claim or not.
Languages
The text in the dataset is in English.
Dataset Structure
Data Instances
{
"text": "It will enable E.ON to… See the full description on the dataset page: https://huggingface.co/datasets/climatebert/environmental_claims.climate_detection
Dataset Card for climate_detection
Dataset Summary
We introduce an expert-annotated dataset for detecting climate-related paragraphs in corporate disclosures.
Supported Tasks and Leaderboards
The dataset supports a binary classification task of whether a given paragraph is climate-related or not.
Languages
The text in the dataset is in English.
Dataset Structure
Data Instances
{
'text': '− Scope 3: Optional scope that includes… See the full description on the dataset page: https://huggingface.co/datasets/climatebert/climate_detection.climate_commitments_actions
Dataset Card for climate_commitments_actions
Dataset Summary
We introduce an expert-annotated dataset for identifying climate-related paragraphs about climate commitments and actions in corporate disclosures.
Supported Tasks and Leaderboards
The dataset supports a binary classification task of whether a given climate-related paragraph is about climate commitments and actions or not.
Languages
The text in the dataset is in English.
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/climatebert/climate_commitments_actions.climate_specificity
Dataset Card for climate_specificity
Dataset Summary
We introduce an expert-annotated dataset for classifying the climate-related specificity of climate-related paragraphs in corporate disclosures.
Supported Tasks and Leaderboards
The dataset supports a binary classification task of whether a given climate-related paragraph is specific or not.
Languages
The text in the dataset is in English.
Dataset Structure
Data Instances
{… See the full description on the dataset page: https://huggingface.co/datasets/climatebert/climate_specificity.tcfd_recommendations
Dataset Card for tcfd_recommendations
Dataset Summary
We introduce an expert-annotated dataset for classifying the TCFD recommendation categories (fsb-tcfd.org) of paragraphs in corporate disclosures.
Supported Tasks and Leaderboards
The dataset supports a multiclass classification task of paragraphs into the four TCFD recommendation categories (governance, strategy, risk management, metrics and targets) and the non-climate-related class.
Languages… See the full description on the dataset page: https://huggingface.co/datasets/climatebert/tcfd_recommendations.netzero_reduction_dataclimatebert_factcheckclimatebert_factcheckClimateBertaclimate-bert-finetuned-ipcc-reports-v2