datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sustainability-report-emissions
Dataset Card for Dataset Name
A dataset of 3233 corporate sustainability reports with scope 1, 2 and 3 greenhouse gas emissions extracted by Mixtral-8x7B-v0.1. The model output also includes the pages in the report which are used for the prediction.
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Together with the corporate-emission-reports dataset, this… See the full description on the dataset page: https://huggingface.co/datasets/nopperl/sustainability-report-emissions.AI-Code-Optimization-for-Sustainability-Dataset
AI Code Optimization for Sustainability: Dataset
Refactoring Python Code for Energy-Efficiency using Qwen3: Dataset based on HumanEval, MBPP, and Mercury
📄 Read the Paper | Zenodo Mirror | DOI: 10.5281/zenodo.18377893 | About the author
This dataset is a part of a Master thesis research internship investigating the use of LLMs to optimize Python code for energy efficiency.
The research was conducted as part of the Greenify My Code (GMC) project at the Netherlands Organisation for… See the full description on the dataset page: https://huggingface.co/datasets/BambusControl/AI-Code-Optimization-for-Sustainability-Dataset.CheapTalk_and_PositiveTalk_indicies_SustainabilityReports_FortuneGlobal500_2017_2023This dataset contains the following variables for Fortune Global 500 firms:
ID: Anonymized firm ID
YEAR: Reporting year
COUNTRY: Country where a firm is headquartered
POLICY_STRINGENCY_SCORE_YALE_BDH_2022: Biodiversity & Habitat Index developed by Yale EPI. This indicator “assesses countries’ actions toward retaining natural ecosystems and protecting the full range of biodiversity within their borders.”, and ranges 0-100, with higher scores indicating stronger biodiversity protection policies… See the full description on the dataset page: https://huggingface.co/datasets/fsssg/CheapTalk_and_PositiveTalk_indicies_SustainabilityReports_FortuneGlobal500_2017_2023.sustainability-policymaking
Sustainability PolicyMaking Dataset
Description
This is a corpus dataset consisting of sustainability related documents and academic papers with a focus on UK and EU policy making. Each document is further split into chunks ranging from approximately 500-1000 words each, to help with processing and to enable QA tasks.
Dataset Summary
Total Items: 15,011
Average Chunk Length: 553 words
Median Chunk Length: 539 words
Year Range:2000-2025
Sources:… See the full description on the dataset page: https://huggingface.co/datasets/UoS-ECS-Rai/sustainability-policymaking.asia-owid-companies-publishing-sustainability-reports-minimum-requirements
Companies Publishing Sustainability Reports Minimum Requirements | Asia (Our World in Data)
🌏 196 observations · 26 Asia countries · 2015–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 196 observations of Companies Publishing Sustainability Reports Minimum Requirements data across 26 Asia countries, spanning 2015–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-companies-publishing-sustainability-reports-minimum-requirements.africa-owid-companies-publishing-sustainability-reports-minimum-requirements
Companies Publishing Sustainability Reports Minimum Requirements | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-companies-publishing-sustainability-reports-minimum-requirements.africa-unsdg-number-of-companies-publishing-sustainability-reports-w-en-scp-frmn
Africa Unsdg Number of Companies Publishing Sustainability Reports W En Scp Frmn | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-number-of-companies-publishing-sustainability-reports-w-en-scp-frmn.fiscal-performance-archive
Fiscal Performance Archive
Historical fiscal performance data for economic analysis.
Usage
from datasets import load_dataset
dataset = load_dataset("econ-sustainability-io/fiscal-performance-archive")
df = dataset["train"].to_pandas()
Or use the provided loader:
from loader import load_data
df = load_data()
Schema
Metrics
Column
Type
Description
market_diversity
float
Normalized metric
policy_coherence
float
Normalized metric… See the full description on the dataset page: https://huggingface.co/datasets/econ-sustainability-io/fiscal-performance-archive.asia-unsdg-number-of-companies-publishing-sustainability-reports-w-en-scp-frmneurope-owid-companies-publishing-sustainability-reports-minimum-requirements
Companies Publishing Sustainability Reports Minimum Requirements | Europe (Our World in Data)
🇪🇺 237 observations · 31 Europe countries · 2015–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 237 observations of Companies Publishing Sustainability Reports Minimum Requirements data across 31 Europe countries, spanning 2015–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-companies-publishing-sustainability-reports-minimum-requirements.