datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Disaster-tweet-jailbreakingHere the link to the paper: https://link.springer.com/chapter/10.1007/978-3-031-85240-4_14
disasterviewdisaster_tweetsdisaster_response_messages
Dataset Card for Disaster Response Messages
Dataset Summary
This dataset contains 30,000 messages drawn from events including an earthquake in Haiti in 2010, an earthquake in Chile in 2010, floods in Pakistan in 2010, super-storm Sandy in the U.S.A. in 2012, and news articles spanning a large number of years and 100s of different disasters. The data has been encoded with 36 different categories related to disaster response and has been stripped of messages with sensitive… See the full description on the dataset page: https://huggingface.co/datasets/community-datasets/disaster_response_messages.sl-disaster-alerts
Sri Lanka Disaster Monitor
Independent, deterministic extraction from official Disaster Management Centre, Sri Lanka report listings and linked PDFs. This is not an official DMC service and is not an emergency notification system. Follow the original report and local authorities.
Contents and collection
Four categories: situation reports, weather forecasts/advisories, river water levels/flood warnings, and landslide warnings. The initial collection starts in… See the full description on the dataset page: https://huggingface.co/datasets/gajarthan/sl-disaster-alerts.Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries
Urban Disaster Risk Resilience and Land 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Urban-Disaster-Risk-Resilience-and-Land-Indicators-For-African-Countries.DisasterVQA
DisasterVQA: A Visual Question Answering Benchmark Dataset for Disaster Scenes
Dataset Summary
DisasterVQA is a benchmark dataset for evaluating Vision-Language Models (VLMs) on disaster-response visual question answering. It contains 1,395 real-world disaster images and 4,405 expert-curated question–answer pairs covering floods, wildfires, and earthquakes.
The dataset includes three question types:
Binary (Yes/No)
Multiple-Choice
Open-Ended
Questions span… See the full description on the dataset page: https://huggingface.co/datasets/anwan/DisasterVQA.jma-gsi-disaster-action-corpus
JMA-GSI Disaster Action Corpus
A grounded, multilingual disaster-response dataset built from official Japanese government open data (JMA alert XML + JMA multilingual glossary + JMA forecast-area GIS + GSI designated evacuation shelters). Structured hazard alerts are transformed into easy-Japanese and multilingual (ja / easy-ja / en / vi / id / ne / my) action guidance, linked to hazard-compatible evacuation shelters, with full source traceability.
License (derived dataset): CC BY… See the full description on the dataset page: https://huggingface.co/datasets/edomaru/jma-gsi-disaster-action-corpus.Disaster_TweetsDisasterVQA
DisasterVQA: A Visual Question Answering Benchmark Dataset for Disaster Scenes
Dataset Summary
DisasterVQA is a benchmark dataset for evaluating Vision-Language Models (VLMs) on disaster-response visual question answering. It contains 1,395 real-world disaster images and 4,405 expert-curated question–answer pairs covering floods, wildfires, and earthquakes.
The dataset includes three question types:
Binary (Yes/No)
Multiple-Choice
Open-Ended
Questions span situational… See the full description on the dataset page: https://huggingface.co/datasets/QCRI/DisasterVQA.africa-disaster-risk-all
African Flood Risk Urban Mapping | 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
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-disaster-risk-all.twitter_disasterturkish-disaster-news-geonlp
Turkish Disaster News GeoNLP Dataset
Dataset Summary
This dataset was created and submitted as part of the Uncharted Data Challenge by Adaption. The LLM-enhanced instruction pairs (turkish_earthquake_news.csv) were generated using Adaptive Data by Adaption — an AI-powered data adaptation platform.
The first open-source Turkish-language disaster news dataset with district-level geocoding, humanitarian category labels, and multi-dimensional damage classification.… See the full description on the dataset page: https://huggingface.co/datasets/FatmaElik/turkish-disaster-news-geonlp.DisasterQADisasterQA is the first multiple choice question dataset on disaster response. This dataset covers a wide range of topics relating to the field including emergency management and GIS applications. All questions were obtained from open source online and we hope that this dataset is used to advance the field of disaster response.
Sources Used to Create the Dataset:
https://quizlet.com/710141954/iaem-cemaem-practice-exam-flash-cards/… See the full description on the dataset page: https://huggingface.co/datasets/Rajat1212/DisasterQA.safestep-disaster-instruction
SAFEstep expanded training system
This package contains the combined, source-grounded instruction-tuning data for SAFEstep. It covers natural disasters, emergency sheltering, CPR/AED, first aid, poisoning and region-sensitive biological hazards such as snakebite and unknown mushroom ingestion.
Validated composition
1,004 total examples
780 training examples
224 held-out validation examples
16 canonical hazard categories
72 bundled offline playbooks
English… See the full description on the dataset page: https://huggingface.co/datasets/0xKitkat/safestep-disaster-instruction.natural-disasters-from-social-media
Description
Dataset created for Master's thesis "Detection of Catastrophic Events from Social Media" at the Slovak Technical University Faculty of Informatics.
Contains posts from social media that are split into two categories:
Informative - related and informative in regards to natural disasters
Non-Informative - unrelated to natural disasters
Other metadata include event type, source dataset etc. To balance classes, 50k tweets from twitter archive for years 2017-2022 were… See the full description on the dataset page: https://huggingface.co/datasets/melisekm/natural-disasters-from-social-media.disaster_tweets
README.md
data:
train.csv
validation.csv
test.csv
africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-09a56484
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
40,376 rows - 1 Africa country - 1904-2017 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-09a56484.disaster_tweetsafrica-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-c806c652
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
42,838 rows - 1 Africa country - 1904-2017 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-c806c652.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-391630fb
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
6,672 rows - 1 Africa country - not-applicable - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-391630fb.africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-a5eece83
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
38,062 rows - 1 Africa country - 1904-2017 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-a5eece83.africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-d31e47e4
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
60,602 rows - 1 Africa country - 1904-2017 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-d31e47e4.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-34b51318
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
236 rows - 1 Africa country - not-applicable - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-34b51318.disaster-tweet-jailbreakingafrica-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-9b3f2d6d
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
13,006 rows - 1 Africa country - 1904-2017 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-9b3f2d6d.africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-f6ae4f7d
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
28,995 rows - 1 Africa country - 1904-2017 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-f6ae4f7d.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-1a2e371c
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
784 rows - 1 Africa country - not-applicable - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-1a2e371c.natural-disasters-from-social-media
Description
Dataset created for Master's thesis "Detection of Catastrophic Events from Social Media" at the Slovak Technical University Faculty of Informatics.
Contains posts from social media that are split into two categories:
Informative - related and informative in regards to natural disasters
Non-Informative - unrelated to natural disasters
Other metadata include event type, source dataset etc. To balance classes, 50k tweets from twitter archive for years 2017-2022 were… See the full description on the dataset page: https://huggingface.co/datasets/joker122322222/natural-disasters-from-social-media.africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-d72aa103
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
53,105 rows - 1 Africa country - 1904-2017 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-d72aa103.