datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.Climate-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.LLM-Misalign-Climate-ChangeThis dataset accompanies the paper:
LLM Benchmark-User Need Misalignment for Climate Change
📄 Paper link: https://arxiv.org/abs/2603.26106;
🛠️ Github link: https://github.com/OuchengLiu/LLM-Misalign-Climate-Change
📌 Dataset Summary
This dataset provides a unified collection of climate change–related knowledge interactions for conducting the analyses presented in the paper. It integrates data from multiple sources, covering both human–AI and human–human interactions, and… See the full description on the dataset page: https://huggingface.co/datasets/Westing/LLM-Misalign-Climate-Change.Climate-Change-NER
Dataset Card for Climate Change NER
The Climate Change NER is an English-language dataset containing 534 abstracts of climate-related papers. They have been sourced from the Semantic Scholar Academic Graph "abstracts" dataset. The abstracts have been manually annotated by classifying climate-related tokens in a set of 13 categories.
Dataset Details
Dataset Description
We introduce a comprehensive dataset for developing and evaluating NLP models tailored towards… See the full description on the dataset page: https://huggingface.co/datasets/ibm-research/Climate-Change-NER.climate-change-MRCThe Climate Change MRC dataset, also known as CCMRC, is a part of the work "Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering", accepted at IJCAI-ECAI 2022. The paper was accepted in the special system demo track "AI for Good".
If you use the dataset, cite the following paper:
@inproceedings{rony2022climatemrc,
title={Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering.},
author={Rony, Md Rashad Al Hasan and Zuo… See the full description on the dataset page: https://huggingface.co/datasets/rony/climate-change-MRC.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.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-drc-congo-dem-rep-climate-change-c945e5e5
Congo, Dem. Rep. - Climate Change | Africa (DRC official open data)
1,545 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC 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: Congo, Dem. Rep. - Climate Change
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-congo-dem-rep-climate-change-c945e5e5.africa-equatorial-guinea-equatorial-guinea-climate-change-6273973f
Equatorial Guinea - Climate Change | Africa (Equatorial Guinea official open data)
1,274 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea 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: Equatorial Guinea - Climate… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-equatorial-guinea-climate-change-6273973f.africa-madagascar-madagascar-climate-change-99bbfbfa
Madagascar - Climate Change | Africa (Madagascar official open data)
1,561 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar 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: Madagascar - Climate Change
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-madagascar-climate-change-99bbfbfa.africa-sao-tome-and-principe-sao-tome-and-principe-climate-change-17f3e1ff
Sao Tome and Principe - Climate Change | Africa (Sao Tome and Principe official open data)
1,284 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Sao Tome and Principe 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: Sao Tome and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-sao-tome-and-principe-climate-change-17f3e1ff.africa-world-bank-climate-change-indicators-for-egypt-arab-rep
Egypt, Arab Rep. - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-climate-change-indicators-for-egypt-arab-rep.africa-guinea-bissau-guinea-bissau-climate-change-12f82894
Guinea-Bissau - Climate Change | Africa (Guinea-Bissau official open data)
1,294 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau 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: Guinea-Bissau - Climate Change
Publisher:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-guinea-bissau-climate-change-12f82894.africa-world-bank-climate-change-indicators-for-central-african-republic
Central African Republic - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-climate-change-indicators-for-central-african-republic.africa-comoros-comoros-climate-change-27f46c6f
Comoros - Climate Change | Africa (Comoros official open data)
1,288 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Comoros 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: Comoros - Climate Change
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-comoros-comoros-climate-change-27f46c6f.africa-namibia-namibia-climate-change-6025f312
Namibia - Climate Change | Africa (Namibia official open data)
1,472 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia 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: Namibia - Climate Change
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-namibia-climate-change-6025f312.africa-world-bank-climate-change-indicators-for-mauritius
Mauritius - 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-mauritius.africa-world-bank-climate-change-indicators-for-comoros
Comoros - 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-comoros.africa-seychelles-seychelles-climate-change-05808381
Seychelles - Climate Change | Africa (Seychelles official open data)
1,282 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Seychelles 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: Seychelles - Climate Change
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-seychelles-climate-change-05808381.africa-world-bank-climate-change-indicators-for-equatorial-guinea
Equatorial Guinea - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-climate-change-indicators-for-equatorial-guinea.africa-zimbabwe-zimbabwe-climate-change-0b858939
Zimbabwe - Climate Change | Africa (Zimbabwe official open data)
1,601 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Zimbabwe 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: Zimbabwe - Climate Change
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-zimbabwe-zimbabwe-climate-change-0b858939.africa-lesotho-lesotho-climate-change-11e974f2
Lesotho - Climate Change | Africa (Lesotho official open data)
1,408 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho 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: Lesotho - Climate Change
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-lesotho-climate-change-11e974f2.africa-world-bank-climate-change-indicators-for-sudan
Sudan - 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 evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-climate-change-indicators-for-sudan.the-reddit-climate-change-datasetAll the mentions of climate change on Reddit before Sep 1 2022.africa-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/africa-climate-change-opinion-survey.africa-algeria-algeria-climate-change-a354c852
Algeria - Climate Change | Africa (Algeria official open data)
1,650 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Algeria 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: Algeria - Climate Change
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-algeria-algeria-climate-change-a354c852.africa-botswana-botswana-climate-change-3666fc0e
Botswana - Climate Change | Africa (Botswana official open data)
1,566 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Botswana 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: Botswana - Climate Change
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-botswana-botswana-climate-change-3666fc0e.africa-cabo-verde-cabo-verde-climate-change-f8ab0963
Cabo Verde - Climate Change | Africa (Cabo Verde official open data)
1,326 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cabo Verde 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: Cabo Verde - Climate Change
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cabo-verde-cabo-verde-climate-change-f8ab0963.africa-togo-togo-climate-change-abf7073d
Togo - Climate Change | Africa (Togo official open data)
1,639 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Togo 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: Togo - Climate Change
Publisher: World Bank Group
Resource: Climate… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-togo-togo-climate-change-abf7073d.