datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
climate-traceclimate-fever-decontaminated
climate-fever (Decontaminated)
A decontaminated version of the climate-fever dataset from the BEIR benchmark, with samples found in the mgte-en pre-training dataset removed.
Decontamination methodology
Contamination was detected using a two-pass approach against the full mgte-en dataset (484 GB, 1,235 parquet files):
Pass 1: Exact hash matching
All texts (queries and corpus documents) were normalized (lowercased, unicode NFKD, whitespace collapsed) and hashed… See the full description on the dataset page: https://huggingface.co/datasets/lightonai/climate-fever-decontaminated.climatecheck
The ClimateCheck Dataset
This dataset is used for the ClimateCheck: Scientific Fact-checking of Social Media Posts on Climate Change Shared Task.
The 2025 iteration was hosted at the Scholarly Document Processing workshop at ACL 2025, and a new 2026 iteration will be hosted at the Natural Scientific Language Processing workshop at LREC 2026.
2026 Update
For running the next iteration of the task, we added manually labelled training data, resulting in 3023… See the full description on the dataset page: https://huggingface.co/datasets/rabuahmad/climatecheck.africa-world-bank-climate-change-indicators-for-cameroon
Cameroon - Climate Change | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - 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.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-climate-change-indicators-for-cameroon.ClimateBench-M-TSclimate-fever-qrels
Dataset Card for BEIR Benchmark
Dataset Summary
BEIR is a heterogeneous benchmark that has been built from 18 diverse datasets representing 9 information retrieval tasks:
Fact-checking: FEVER, Climate-FEVER, SciFact
Question-Answering: NQ, HotpotQA, FiQA-2018
Bio-Medical IR: TREC-COVID, BioASQ, NFCorpus
News Retrieval: TREC-NEWS, Robust04
Argument Retrieval: Touche-2020, ArguAna
Duplicate Question Retrieval: Quora, CqaDupstack
Citation-Prediction: SCIDOCS
Tweet… See the full description on the dataset page: https://huggingface.co/datasets/BeIR/climate-fever-qrels.finewebedu-climate-v2Climate-Change-Indicators-For-African-Countries
Climate Change Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Climate-Change-Indicators-For-African-Countries.finewebedu-climateall-document-text-data
Climate Policy Radar Open Data
This repo contains the full text data of all of the documents from the Climate Policy Radar database (CPR), which is also available at Climate Change Laws of the World (CCLW).
Please note that this replaces the Global Stocktake open dataset: that data, including all NDCs and IPCC reports is now a subset of this dataset.
What’s in this dataset
This dataset contains two corpus types (groups of the same types or sources of documents) which… See the full description on the dataset page: https://huggingface.co/datasets/ClimatePolicyRadar/all-document-text-data.climateqa-ipcc-ipbes-reports-1.0Dataset card WIP
This dataset is storing all the chunks used in the ClimateQ&A assistant https://huggingface.co/spaces/Ekimetrics/climate-question-answering when using RAG to answer any questions about the environment.
It constitutes all of the recent IPCC and IPBES reports listed here https://climateqa.com/docs/sources parsed in a machine-readable format.
Dataset construction
The dataset was constructed with a layout segmentation algorithm + an OCR algorithm and then… See the full description on the dataset page: https://huggingface.co/datasets/Ekimetrics/climateqa-ipcc-ipbes-reports-1.0.ClimateX
ClimateX: Expert Confidence in Climate Statements
What do LLMs know about climate? Let's find out!
ClimateX Dataset
We introduce the Expert Confidence in Climate Statements (ClimateX) dataset, a novel, curated, expert-labeled, natural language dataset of 8094 statements extracted or paraphrased from the IPCC Assessment Report 6: Working Group I report, Working Group II report, and Working Group III report, respectively.
Each statement is labeled with the corresponding… See the full description on the dataset page: https://huggingface.co/datasets/rlacombe/ClimateX.openwateratlas-spots-climate-species-routes
OpenWaterAtlas — Spots × Climate × Species × Routes
Version 1.0.0 · 2026-06-12 · CC-BY 4.0 · 1,005,290 rows across 8 configs
An integrated open dataset joining 2,928 dive, kitesurf, surf and freedive spots to:
daily climate aggregates (wind, air temperature, precipitation) at each spot,
marine species occurrences (OBIS + GBIF, terrestrial-noise filtered) at each spot,
the global direct-route airline graph (OpenFlights, 34,876 non-stop pairs).
This is the structured-data layer… See the full description on the dataset page: https://huggingface.co/datasets/Anitrovic/openwateratlas-spots-climate-species-routes.global-stocktake-documents
Global Stocktake Open Data
This repo contains the data for the first UNFCCC Global Stocktake. The data consists of document metadata from sources relevant to the Global Stocktake process, as well as full text parsed from the majority of the documents.
The files in this dataset are as follows:
metadata.csv: a CSV containing document metadata for each document we have collected. This metadata may not be the same as what's stored in the source databases – we have cleaned and added… See the full description on the dataset page: https://huggingface.co/datasets/ClimatePolicyRadar/global-stocktake-documents.Climate_and_Health
Iganga Mayuge Health and Demographic Surveillance Site (IMHDSS)
This document provides an overview of a verbal autopsy dataset linked with climate data collected at the Iganga Mayuge Health and Demographic Surveillance Site (IMHDSS). The dataset covers the period from January 1, 2007 to December 31, 2022 and includes information on deaths among site residents. Causes of death were classified using the Inter-VA classification algorithm.
Overview
The dataset is a random… See the full description on the dataset page: https://huggingface.co/datasets/APHRC/Climate_and_Health.africa-synth-agriculture-climate-adaptation-tech-ssa-all
Africa Synth Agriculture Climate Adaptation Tech Ssa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 1M<n<10M - Formats: parquet - Sector: agriculture_food - 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.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-agriculture-climate-adaptation-tech-ssa-all.climate-fever-v2
ClimateFEVER.v2
An MTEB dataset
Massive Text Embedding Benchmark
CLIMATE-FEVER is a dataset following the FEVER methodology, containing 1,535 real-world climate change claims. This updated version addresses corpus mismatches and qrel inconsistencies in MTEB, restoring labels while refining corpus-query alignment for better accuracy.
Task category
t2t
Domains
Academic, Written
Reference
https://www.sustainablefinance.uzh.ch/en/research/climate-fever.html… See the full description on the dataset page: https://huggingface.co/datasets/mteb/climate-fever-v2.climatecheck_publications_corpusCorpus of Climate-related publications to be used for the ClimateCheck shared task.
More information at: https://sdproc.org/2025/climatecheck.html
power-plant-climate-exposure-index
Global Power-Plant Climate Exposure Screening Index (CESI)
Per-plant outdoor-environment severity for the world's power fleet: a 0-100 index, a CES1-CESX screening class and the dominant stressor, derived from each plant's own coordinates (WorldClim normals, Koppen-Geiger class, distance to coast). The full model ships as severity_model.py.
Canonical record: doi.org/10.5281/zenodo.22172589 · Publisher: Inzonex
Load
from datasets import load_dataset
ds =… See the full description on the dataset page: https://huggingface.co/datasets/Inzinion/power-plant-climate-exposure-index.avian-climate-intelligenceafrica-synth-climate-carbon-emissions-africa-all
Africa Synth Climate Carbon Emissions Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: climate_environment - 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.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-climate-carbon-emissions-africa-all.africa-synth-epidemics-climate-sensitive-infections-senegal
Climate-Sensitive Infectious Diseases | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: health - 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.
What This Dataset Covers
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-epidemics-climate-sensitive-infections-senegal.climate-misinformation-RCoTClimateEvalnational-climate-targets
National Climate Targets Training Dataset – Climate Policy Radar
A dataset of climate targets made by national governments in their laws, policies and UNFCCC submissions which has been used to train a classifier. Text was sourced from the Climate Policy Radar database.
We define a target as an aim to achieve a specific outcome, that is quantifiable and is given a deadline.
This dataset distinguishes between different types of targets:
Reduction (a.k.a. emissions reduction): a… See the full description on the dataset page: https://huggingface.co/datasets/ClimatePolicyRadar/national-climate-targets.africa-synth-climate-wildfire-smoke-respiratory-all
Wildfire Smoke & Respiratory Outcomes (SSA) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: health - 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.
What This Dataset Covers
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-climate-wildfire-smoke-respiratory-all.hdx-climate-change-opinion-survey
Climate Change Opinion Survey | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: climate_environment - 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.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/hdx-climate-change-opinion-survey.africa-synth-climate-deforestation-land-use-change-all
Africa Synth Climate Deforestation Land Use Change All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: climate_environment - 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.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-climate-deforestation-land-use-change-all.africa-eswatini-eswatini-climate-change-8a4536bb
Eswatini - Climate Change | Africa (Eswatini official open data)
1,474 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Eswatini as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Eswatini - Climate Change
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-eswatini-eswatini-climate-change-8a4536bb.ClimateCause
ClimateCause: Complex and Implicit Causal Structures in Climate Reports
Introduction
ClimateCause is a manually expert-annotated dataset of higher-order causal structures from science-for-policy climate reports, including implicit and nested causality. Cause-effect expressions are normalized and disentangled into individual causal relations to facilitate graph construction, with unique annotations for cause-effect correlation, relation type, and spatiotemporal… See the full description on the dataset page: https://huggingface.co/datasets/laallein/ClimateCause.