datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sustainability_criteria
Sustainability Procurement Criteria
This dataset contains sustainability procurement criteria organized by groups of goods and services (GGS) (German: Waren- und Dienstleistungsgruppen; WDG).
It originates from validated Excel files and has been converted to JSONL format for easy consumption.
Groups of Goods and Services
Note: This dataset is currently under active development. Additional groups of goods and services will be added in future releases.
The dataset… See the full description on the dataset page: https://huggingface.co/datasets/IntelliProcure/sustainability_criteria.VayuChat_Feedback123SnP500-annual-and-sustainability-reportsrobotics-arxiv-sustainability-classification
ArXiv Robotics Sustainability Dataset
This dataset compiles sustainability annotations for robotics papers from arXiv metadata files in this repository.
Dataset Structure
Each record is based on an input paper object, with the following transformation rules:
id - url to the paper on arXiv
title - title of the paper
authors - list of author names
published - publication date in ISO format (YYYY-MM-DD)
Added classification fields:
sdg_analysis - original text from… See the full description on the dataset page: https://huggingface.co/datasets/sustainable-robotics/robotics-arxiv-sustainability-classification.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.SentinelKilnDB
SentinelKilnDB - A Large-Scale Dataset and Benchmark for OBB Brick Kiln Detection in South Asia Using Satellite Imagery
NeurIPS 2025 Datasets & Benchmarks Track
Abstract
Air pollution was responsible for 2.6 million deaths across South Asia in 2021 alone, with brick manufacturing contributing significantly to this burden. In particular, the Indo-Gangetic Plain; a densely populated and highly polluted region spanning northern India, Pakistan, Bangladesh, and… See the full description on the dataset page: https://huggingface.co/datasets/SustainabilityLabIITGN/SentinelKilnDB.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.sustainability-report-emissions-instruction-styleThe sustainability-report-emissions dataset converted into instruction-style JSONL format for direct consumption by SFTTrainer, axolotl, etc. The prompt consists of an instruction and text extracted from relevant pages of a sustainability report. The output is generated using the Mixtral-8x7B-v0.1 model and consists of a JSON string containing the scope 1, 2 and 3 emissions as well as the ids of pages containing this information. The dataset generation scripts are at this GitHub repo. An… See the full description on the dataset page: https://huggingface.co/datasets/nopperl/sustainability-report-emissions-instruction-style.sustainability-methods-wikiThis is a table dump from Prof. Henrik van Wehrden's famous sustainability wiki. He is a sustainability professor in Leuphana University, Germany, and passionate about digitalizing his mind. Therefore, the wiki is born.
This Wiki pages are focused on sustainability and highly subjective on his view of the world.
Link: https://sustainabilitymethods.org/index.php/Main_Page
07.03.2024_Sustainability_Reportsustainability-roboticssustainability-reportssustainability-report-emissions-dpoThe sustainability-report-emissions dataset converted into preferences-style JSONL format for DPO training. It can be directly used by DPOTrainer, axolotl, etc. The prompt consists of an instruction and text extracted from relevant pages of a sustainability report. The chosen output is generated using the Mixtral-8x7B-v0.1 model and consists of a JSON string containing the scope 1, 2 and 3 emissions as well as the ids of pages containing this information. The rejected output is randomly… See the full description on the dataset page: https://huggingface.co/datasets/nopperl/sustainability-report-emissions-dpo.synthetic-sport-products-sustainability
Dataset Card for synthetic-sport-products-sustainability
This dataset has been created with distilabel.
Dataset Summary
This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that generated it in distilabel using the distilabel CLI:
distilabel pipeline run --config "https://huggingface.co/datasets/as-cle-bert/synthetic-sport-products-sustainability/raw/main/pipeline.yaml"
or explore the configuration:
distilabel pipeline info… See the full description on the dataset page: https://huggingface.co/datasets/greenfit-ai/synthetic-sport-products-sustainability.claude-reviewed-sport-sustainability-papers
Claude Reviewed Sport Sustainability Papers
Dataset description
This dataset encompasses 16 papers (some of them divided in several parts) related to the sustainability of sports products and brands.
This information lies at the core of our application and will come into more intesive use with the next release of GreenFit AI.
The papers were analysed with Claude 3.5 Sonnet (claude-3-5-sonnet-20241022) and they were translated into:
Their title (or a Claude-inferred… See the full description on the dataset page: https://huggingface.co/datasets/greenfit-ai/claude-reviewed-sport-sustainability-papers.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_qa
Dataset Description
This dataset was generated by using 'mistralai/Mistral-7B-Instruct-v0.2' on 30 different sustainability documents coming from official sources.
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository:… See the full description on the dataset page: https://huggingface.co/datasets/nessa01macias/sustainability_qa.VayuBenchSustainabilitySnP500-sustainability-reports-msft-aaplSnP500-sustainability-reports-msft_aaplsustainability_ner
Dataset Card for "sustainability_ner"
More Information needed
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.qa_sustainability_wikiThe purpose of this dataset is to have a question - answer (ground truth) in a table format. The question and answer are all created by using langchain x gpt-4
since it will take a long time for me to create it manually. However, as a due diligent, I have checked randomly more than 50% of the questions and answers,
and judged that it is safe to use.
The source of this questions and answer is from a private wiki page called Sustainable Methods Wiki, created by Prof. Henrik .v. Wahrden.
Link:… See the full description on the dataset page: https://huggingface.co/datasets/stepkurniawan/qa_sustainability_wiki.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.sustainability_impact_crypto_datasustainability-bonds-issued-by-cdc-impacts
Sustainability Bonds issued by CDC - Impacts
[!NOTE]
Ce jeu de données Hugging Face est vide. Cette carte sert seulement à référencer le jeu de données Sustainability Bonds issued by CDC - Impacts qui est disponible à l'adresse https://www.data.gouv.fr/datasets/68b8dceae9efbdc6298dc1a3
Description
Caisse des Dépôts has been issuing green and sustainability bonds since 2017. Unlike conventional bonds, which finance all an issuer’s activities and debt, these bonds finance… See the full description on the dataset page: https://huggingface.co/datasets/french-open-data/sustainability-bonds-issued-by-cdc-impacts.sustainability-bonds-issued-by-cdc-allocation
Sustainability Bonds issued by CDC - Allocation
[!NOTE]
Ce jeu de données Hugging Face est vide. Cette carte sert seulement à référencer le jeu de données Sustainability Bonds issued by CDC - Allocation qui est disponible à l'adresse https://www.data.gouv.fr/datasets/68b8dce9e9efbdc6298dc1a2
Description
Caisse des Dépôts has been issuing green and sustainability bonds since 2017. Unlike conventional bonds, which finance all an issuer’s activities and debt, these bonds… See the full description on the dataset page: https://huggingface.co/datasets/french-open-data/sustainability-bonds-issued-by-cdc-allocation.