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
disaster_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.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.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.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.tweet_disasterafrica-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-3511026d
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
21,914 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-3511026d.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-1f539ca0
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
388 rows - 1 Africa country - 1980 - 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-1f539ca0.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-de6d5528
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
1,301 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-de6d5528.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-1867e205
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
36,070 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-1867e205.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-1625763f
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
40,910 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-1625763f.africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-75e6b1c3
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
32,993 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-75e6b1c3.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-b50bcd95
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
38,062 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-b50bcd95.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-08cae0b5
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
516 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-08cae0b5.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-fe47d55b
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
32,993 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-fe47d55b.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-cfeabe25
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
21,914 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-cfeabe25.africa-madagascar-tropical-cyclone-hazard-data-for-disaster-risk-assessment-ac9a788e
Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Madagascar official open data)
1,142 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-ac9a788e.africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-0397d4ae
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
21,583 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-0397d4ae.africa-cameroon-earthquakes-hazard-data-for-disaster-risk-assessment-selec-341b9890
Earthquakes: Hazard Data for Disaster Risk Assessment (selected countries) | Africa (Cameroon official open data)
29,353 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-341b9890.