tweet_text
stringlengths 13
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Powerful Ecuador quake kills at least 235: PORTOVIEJO - Rescuers in Ecuador raced to dig out people trapped un | injured_or_dead_people |
Im at awe and saddened with the #EcuadorEarthquake Please any donations can help the most unfortunate! | rescue_volunteering_or_donation_effort |
RT @RachelAndJun: Our hearts are with everyone in Kumamoto and Ecuador whos been affected by these earthquakes. :( This is has been a terr | sympathy_and_support |
RT @noticias2000: Ecuador quake death toll has risen to 233. Correa just confirmed. #pedernales #ecuadorlisto | injured_or_dead_people |
RT @pzf: BREAKING PHOTOS: Major damage reported in Ecuador after massive earthquake. | infrastructure_and_utility_damage |
Official death toll now 233, says President Correa of Ecuador. Expect the number to keep rising. #EcuadorEarthquake | injured_or_dead_people |
RT @thejpc: Israeli relief org already in Japan & Ecuador after earthquakes. And youre not surprise, right? Bravo, | rescue_volunteering_or_donation_effort |
RT @SamaritansPurse: We are rushing aid to help #EcuadorEarthquake survivors. See how we are helping here: | rescue_volunteering_or_donation_effort |
RT @GConnaughton: #Toronto & #Canadian first responders amongst first in, in #EquadorEarthquake #relief | rescue_volunteering_or_donation_effort |
#Ecuador #earthquake in #USA, 272 people killed | injured_or_dead_people |
RT @ReachOutWW: The impact of yesterdays magnitude 7.8 earthquake that destroyed buildings in Ecuador has become even more | infrastructure_and_utility_damage |
RT @kikakhj: Dear Kunamoto earthquake victims, Wish I could visit there&be of any help,but cant now,feel frustrated&worried. HJD | sympathy_and_support |
Weve raised over $10,000 today from 36 donors. Humbled by the support, which will buy supplies in Quito that | rescue_volunteering_or_donation_effort |
Retweeted Prashant Rao (@prashantrao): A strong earthquake has struck Ecuador, leaving at least 272 people dead | injured_or_dead_people |
RT @Ajit_Dobhal: A Hotel Building In Shambles In Manta Area Of #Ecuador , After Magnitude 7.8 Earthquke Shook The Region #terremoto | infrastructure_and_utility_damage |
RT @UNReliefChief: Concerned for people of #Ecuador affected by #earthquake, @UN is standing by to assist Govt in search & rescue, any othe | rescue_volunteering_or_donation_effort |
RT @NicoleMDO: Im raising money for Support Ecuador through SCAD. Click to Donate: via @gofundme | rescue_volunteering_or_donation_effort |
Ecuadors costal región has been extremely affected by last nights earthquake. We need help! #EarthquakeEcuador | requests_or_urgent_needs |
Solidarity in Quito, Ecuador. Families giving donations. #IamwithEcuador #PraywithEcuador #Ecuador | rescue_volunteering_or_donation_effort |
Death toll in Ecuador 7.8 earthquake continues to rise. Now at 272 says President Rafael Correa. #SismoEcuador | injured_or_dead_people |
@LewisHamilton please!! Ecuador needs international help because the 7.8 earthquake!! Contributions in @cruzrojaecuador | requests_or_urgent_needs |
RT @YahooNews: Death toll from earthquake that struck Ecuador rises to 262, government minister says | injured_or_dead_people |
Lets donate whatever you can to Kumamoto, Japan, and Ecuador. #earthquakerelief | rescue_volunteering_or_donation_effort |
RT @Habitat3UN: Our thoughts are with the people of Ecuador and neighbouring countries today in the aftermath of the earthquake #EcuadorEar | sympathy_and_support |
238 Dead in Ecuador Earthquake. State of Emergency declared. | injured_or_dead_people |
The @CeibaFoundation is collecting donations for #EcuadorEarthquake emergency supplies - | rescue_volunteering_or_donation_effort |
RT @SGadiLondon: Our thoughts & prayers are with the people of #Ecuador. We pray for the families of those who lost their lives in the Eart | sympathy_and_support |
RT Lucho_teleSUR: Ecuador continues to experience aftershocks, over 200 according to IGecuador, can really be felt here in coast, was awoke | other_relevant_information |
PLEASE DONATE to #EcuadorEarthquake victims. My country needs you!! @TheStruts @UNICEF @UN @UN_Women @taylorswift13 @tokiohotel @TODAYshow | rescue_volunteering_or_donation_effort |
Drone Video Captures Deadly Earthquake Aftermath in Ecuador: Drone video captured a collapsed highway overpass | infrastructure_and_utility_damage |
RT @NBCLA: Here are ways you can help those affected by the devastating earthquake in #Ecuador this weekend: | rescue_volunteering_or_donation_effort |
Earthquake along Ecuadors central coast takes 241 lives. We in Cuenca felt sharp tremors, no damage. Frayed nerves. | injured_or_dead_people |
RT @ydanis: Praying for those impacted by the tragic earthquake in #Ecuador yesterday. Hoping we in NYC can rally to provide aid to those i | sympathy_and_support |
@iambeckyg please Ecuador is broken right now if you will help us #PrayForEcuador | requests_or_urgent_needs |
RT @mercealvaro: #Ecuador #Quake Death Toll Rises as World Leaders Offer Support vía @business | injured_or_dead_people |
@nbc Please need help in Ecuador the situation of the country is catastrophic , we need Rescuers please | rescue_volunteering_or_donation_effort |
Still cant believe I lived an earthquake. There are almost 233 killed and around 1557 injured. #Ecuador | injured_or_dead_people |
RT @RehamKhan1: 235 dead in Ecuador in the strongest earthquake in South America since 1979. Dreadful news. | injured_or_dead_people |
RT @SebCevallos: Seeing people from all over the world sending prayers and positive vibes to Ecuador warms my heart! thank you for your con | sympathy_and_support |
RT @Naija_PR: #WePosted Currently, the earthquake has devastated buildings, shops, homes and cars. 2/2 Read More: | infrastructure_and_utility_damage |
RT @breakingweather: Death toll continues to climb after 7.8-magnitude quake in Ecuador: | injured_or_dead_people |
RT @earthquakesfeed: Top Stories: Ecuador earthquake: Death toll jumps to 238; more than 1500 injured - CNN: CNNEcuador earthquake: http | injured_or_dead_people |
Condolences to the loved ones of the victims from the #EcuadorEarthquake. | sympathy_and_support |
RT @RipplesNG: 41 feared dead in powerful Ecuador earthquake | injured_or_dead_people |
RT @JohnKerry: My heartfelt condolences to victims of earthquake in Ecuador. US stands ready to assist & support Ecuadorian people in this | sympathy_and_support |
sending prayers, and good energy to all the people affected in Ecuador by the earthquake! #PrayForEcuador #SolidaridadEcuador #FuerzaEcuador | sympathy_and_support |
RT @debrapalermo: Praying for #Ecuador and #Japan. These recent earthquakes are DEVASTATING & SCARY! ὢ2ὤFἿB #earthquake | sympathy_and_support |
RT @CanadianPM: Canada sends its deepest condolences to the loved ones of victims of last nights horrific earthquake in Ecuador. | sympathy_and_support |
RT @FINCA: Our thoughts and prayers are with our clients, staff and the people of #Ecuador following the #EcuadorEarthquake. | sympathy_and_support |
RT @freethechildren: #Ecuador, we are standing with you in this difficult time. Our hearts and thoughts go out to all those affected by the | sympathy_and_support |
RT @Diplomacy_Notes: Please help our friends in #Ecuador! Give something for #EcuadorEarthquake! With sympathy @EmbajadaEcuUSA | requests_or_urgent_needs |
RT @RobertGlasserUN: 750,000 #earthquake dead in last 20 years #JapanEarthquake #EcuadorEarthquake #switch2sendai h | injured_or_dead_people |
RT @telesurenglish: Palestine Sends Humanitarian Aid to Ecuador Earthquake Victims | rescue_volunteering_or_donation_effort |
RT @PlanGlobal: At least 272 people confirmed dead & more than 1,500 people injured after this weekends powerful #EcuadorEarthquake : | injured_or_dead_people |
RT @BGEAC: Pray For Ecuador, Relief Efforts After 7.8 Earthquake - asks @Franklin_Graham | sympathy_and_support |
RT @Franklin_Graham: .@SamaritansPurse is transporting a portable field hospital to #Ecuador to help treat the many injured. Please pray. h | rescue_volunteering_or_donation_effort |
RT @CBSEveningNews: WATCH: 7.8 earthquake rocks Ecuador leaving more than 350 dead & several hundred injured. | injured_or_dead_people |
RT @WFP_Media: Loading trucks with @WFP food for the quake-stricken town of #Pedernales in #Ecuador. | rescue_volunteering_or_donation_effort |
RT @alwaleed_philan: Our thoughts are with the people affected by the #JapanEarthquake & #EcuadorEarthquake and the rescue, relief, and med | rescue_volunteering_or_donation_effort |
#EcuadorEarthquake #PrayForEcuador If you want to help from abroad here some options. | rescue_volunteering_or_donation_effort |
RT @PeaceCorps: All Peace Corps Ecuador Volunteers are safe & accounted for. Staff in Ecuador are in close contact w/ Volunteers regarding | rescue_volunteering_or_donation_effort |
Ecuador earthquake death toll rises to 246; 2,527 injured : (Andes Info - andesecuador) | injured_or_dead_people |
Really bad earthquake here in Ecuador houses destroyed 77 people died ,magnitude of the earthquake was 7.8 #prayforecuador ὤFA8❤️ | injured_or_dead_people |
Earthquake in Ecuador: A rescue operation is underway in Ecuador after the South American nation was hit by it | rescue_volunteering_or_donation_effort |
RT @telesurenglish: Ecuadors biggest earthquake in decades leaves 233 dead, extensive damage to coastal region htt | injured_or_dead_people |
More pictures of the destruction. Please pray for Ecuador! Also, pray for Joshua and me, we are leaving tonight | sympathy_and_support |
RT @lukejoh01158045: First #JapanEarthquake now #EcuadorEarthquake. Pray for all of the suffering victims Especially the ones trapped. htt | sympathy_and_support |
RT: @hannahdreier :Death toll from Ecuador earthquake jumps to 350. In some towns, 90% of buildings collapsed | injured_or_dead_people |
RT @WorldVisionLAC: Photos From #Ecuador Show Devastation After The Deadly Earthquake Vía @HuffingtonPost | infrastructure_and_utility_damage |
RT @FOX35Tom: #BREAKING Pics from #Ecuador after massive 7.8 #earthquake hit tonight. RT #FOX35 | other_relevant_information |
RT @naranjo_george: Please, all in #Ecuador need your help, #earthquakeEcuador #PrayForEcuador #TerremotoEcuador | sympathy_and_support |
Our hearts are with the people of Ecuador | sympathy_and_support |
Drone Video Captures Earthquake Aftermath in Ecuador - ABC News - vía @ABC | other_relevant_information |
Praying for all who were affected by the earthquake in Ecuador. #PrayForEcuador #FuerzaEcuador | sympathy_and_support |
RT @pzf: UPDATE: At least 350 dead after powerful 7.8 earthquake in Ecuador. Hundreds more injured. | injured_or_dead_people |
The best .#Ecuador food Thinking of all our family in Ecuador during this difficult time a | sympathy_and_support |
RT @GigiTonguet: @doctorheart00 Share this link to help the victims of Ecuadors Earthquake! Thank you! | rescue_volunteering_or_donation_effort |
RT @OttawaCP: 2 Canadians killed in Ecuador earthquake, Global Affairs confirms | injured_or_dead_people |
@channingtatum uve been in my country many times I know u care. Will u please encourage ur followers 2 donate 2 #EcuadorEarthquake victims? | rescue_volunteering_or_donation_effort |
In quake-devastated Ecuador, loss piles up amid the rubble | injured_or_dead_people |
RT @NBCNightlyNews: LATEST: At least 272 killed and 2,000 injured after magnitude 7.8 quake strikes Ecuador. : | injured_or_dead_people |
@tim_cook Make donations to Red Cross Ecuador available through App Store. | rescue_volunteering_or_donation_effort |
Donations Update! Thanks for helping #Ecuador ’s victims and the future of fine cacao. | rescue_volunteering_or_donation_effort |
RT @NBCNews: UPDATE: At least 77 dead, 588 wounded in #Ecuador earthquake | injured_or_dead_people |
RT @baldita: If youre interested in making donations from abroad for earthquake victims in Ecuador: | rescue_volunteering_or_donation_effort |
RT @UNICEF_uk: #EcuadorEarthquake: We have emergency supplies like water kits & tents on standby in surrounding countries if rapid response | rescue_volunteering_or_donation_effort |
Spanish Cooperation Agency @AECID ready to provide assistance to #EcuadorEarthquake | rescue_volunteering_or_donation_effort |
RT @TIME: Death toll in the Ecuador earthquake has risen to at least 233, the countrys president said | injured_or_dead_people |
RT @ITU: .@ITU emergency communications team being deployed to #EcuadorEarthquake to strengthen response efforts of Govn + aid teams on the | rescue_volunteering_or_donation_effort |
Ecuador earthquake rescue operation – in pictures: The strongest earthquake to hit Ecuador in via @josephjett | other_relevant_information |
6 Colombians killed in Ecuador earthquake, 75 still missing: At least six Colombians died in the earthquake th | injured_or_dead_people |
Please help support Apoyo a Ecuador, add a #Twibbon now! | requests_or_urgent_needs |
@Harry_Styles please tell me that everything will be allright. Dear Harry pray for Ecuador please I need you. We need all of you. | sympathy_and_support |
ECUADOR GOVERNMENT REVEALING 238 DEATHS IN EARTHQUAKE 7,4 DEGREES LAST NIGHT. | injured_or_dead_people |
RT @AlexanderXV: @AlexanderXV #Ecuador #Earthquake @andradivo My sister & others are injured without care at #Pedernales.Need help please t | requests_or_urgent_needs |
RT @telesurenglish: #EcuadorEarthquake: Shocking images captured with a drone show the destruction caused by the 7.8 earthquake. . | infrastructure_and_utility_damage |
Mindo comes together to help hose affected on the coast #EcuadorEarthquake #EcuadorListoYSolidario | rescue_volunteering_or_donation_effort |
RT @Lucho_teleSUR: This team managed, 40 hours after the earthquake, to find a survivor under the debris here in Portoviejo, Ecuador : | rescue_volunteering_or_donation_effort |
RT @kellcmurphy: Ecuador being marked the strongest earthquake of 2016. Absolutely crazy and scary. I hope everyone is ok ὤFἿB please stay sa | sympathy_and_support |
Donate! your help is important. If you are in the UK, you can donate through OXFAM #Ecuador #UK #Donate | rescue_volunteering_or_donation_effort |
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Dataset Card for HumAID
Dataset Summary
The HumAID Twitter dataset consists of several thousands of manually annotated tweets that has been collected during 19 major natural disaster events including earthquakes, hurricanes, wildfires, and floods, which happened from 2016 to 2019 across different parts of the World. The annotations in the provided datasets consists of following humanitarian categories. The dataset consists only english tweets and it is the largest dataset for crisis informatics so far. ** Humanitarian categories **
- Caution and advice
- Displaced people and evacuations
- Dont know cant judge
- Infrastructure and utility damage
- Injured or dead people
- Missing or found people
- Not humanitarian
- Other relevant information
- Requests or urgent needs
- Rescue volunteering or donation effort
- Sympathy and support
The resulting annotated dataset consists of 11 labels.
Supported Tasks and Benchmark
The dataset can be used to train a model for multiclass tweet classification for disaster response. The benchmark results can be found in https://ojs.aaai.org/index.php/ICWSM/article/view/18116/17919.
Dataset is also released with event-wise and JSON objects for further research. Full set of the dataset can be found in https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/A7NVF7
Languages
English
Dataset Structure
Data Instances
{
"tweet_text": "@RT_com: URGENT: Death toll in #Ecuador #quake rises to 233 \u2013 President #Correa #1 in #Pakistan",
"class_label": "injured_or_dead_people"
}
Data Fields
- tweet_text: corresponds to the tweet text.
- class_label: corresponds to a label assigned to a given tweet text
Data Splits
- Train
- Development
- Test
Dataset Creation
Source Data
Initial Data Collection and Normalization
Tweets has been collected during several disaster events.
Annotations
Annotation process
AMT has been used to annotate the dataset. Please check the paper for a more detail.
Who are the annotators?
- crowdsourced
Additional Information
Dataset Curators
Authors of the paper.
Licensing Information
- cc-by-nc-4.0
Citation Information
@inproceedings{humaid2020,
Author = {Firoj Alam, Umair Qazi, Muhammad Imran, Ferda Ofli},
booktitle={Proceedings of the Fifteenth International AAAI Conference on Web and Social Media},
series={ICWSM~'21},
Keywords = {Social Media, Crisis Computing, Tweet Text Classification, Disaster Response},
Title = {HumAID: Human-Annotated Disaster Incidents Data from Twitter},
Year = {2021},
publisher={AAAI},
address={Online},
}
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