Datasets:

QCRI
/

HumAID-event-type

tweet_id int64 721,565,211B 1,177,158,333B	tweet_text stringlengths 16 701	class_label stringclasses 9 values
798,064,896,545,996,800	I feel a little uneasy about the idea of work tomorrow when the aftershocks are still so strong. #eqnz #wellingtonearthquake	other_relevant_information
797,913,886,527,602,700	#eqnz Interislander ferry docking aborted after huge 7.5 magnitude quake, sailings on hold	caution_and_advice
797,867,944,546,025,500	Much of New Zealand felt the earthquake after midnight; waking to discover how much damage	other_relevant_information
797,958,935,126,773,800	Noticing a lot of aftershocks on eqnz site, but we seem not to be feeling them. What about the rest of Wellington?	sympathy_and_support
797,813,020,567,056,400	RT @E2NZ: Mike Clements, NZ police, says obvious damage in places like Wellington, it would take time to check buildings #eqnz	infrastructure_and_utility_damage
798,087,856,237,314,000	RT @NZAustralia: New Zealand Earthquake information #eqnz	other_relevant_information
797,865,461,991,940,100	Seems it was actually pretty bad in the South Island. Thoughts with all those affected. #eqnz	sympathy_and_support
798,594,044,343,353,300	RT @SimonMakker: Feedback on the @NZRedCross team here in #Kaikoura has been overwhelmingly positive; everyone grateful for their help and	rescue_volunteering_or_donation_effort
798,833,931,084,697,600	RT @corinneambler: Some appreciative people out there #eqnz New Zealand Red Cross - Earthquake evacuees say Red Cross is wonderful	rescue_volunteering_or_donation_effort
797,911,172,305,387,500	#Marlborough residents told to stay away from coast #eqnz	caution_and_advice
798,383,302,466,007,000	RT @ashsparkle: Ok I will donate to any kickstarter that will rescue these poor sweet stranded cows whos with me #eqnz	rescue_volunteering_or_donation_effort
797,888,775,049,199,600	Our thoughts go out to all those affected by the earthquake and aftershocks #StaySafe check @NZcivildefence for updates. Hope you all are ok	sympathy_and_support
797,925,449,187,758,100	Building quarantined from damage on Taranaki St & Manners St. #eqnz @ Courtenay Place, Wellington	infrastructure_and_utility_damage
798,027,556,041,560,000	Its great to see celebrities giving out their prayers for the earthquake that happened in New Zealand!	sympathy_and_support
797,796,814,149,648,400	RT @keahicory: TSUNAMI SIRENS HAVE JUST GONE OFF IN LOWER HUTT #eqnz	caution_and_advice
797,915,816,972,795,900	Hope no more victims #eqnz	sympathy_and_support
797,990,642,244,694,000	Our prayers are to those who are badly affected with that powerful earthquake. Stay strong New Zealand. #nzearthquake #eqnz #nzquake #NZ	sympathy_and_support
798,059,444,533,792,800	RT @MetService: ICYMI: Heres Georgina talking to John Campbell @CheckpointRNZ about severe weather in #eqnz affected areas	other_relevant_information
798,598,862,621,421,600	61 Molesworth St, now looking about to collapse, was not on WCCs EQ prone buildings list #eqnz	infrastructure_and_utility_damage
798,148,696,508,506,100	Surveillance video from inside a New Zealand golf store gives a sense of 7.8-magnitude earthquakes power.	other_relevant_information
798,011,839,233,675,300	Thank god South Auckland was not hit by the earthquake last night. Prayers to the rest of New Zealand ἟3἟F❤️	sympathy_and_support
797,877,041,760,604,200	RT @ignis_fatum: #Breaking Cheviot earthquake upgraded to 7.9 (!!!) #NewZealand #eqnz	other_relevant_information
797,865,038,165,852,200	My thoughts are with everyone experiencing the earthquakes and the after effects. Keep safe #eqnz	sympathy_and_support
771,477,690,972,942,300	The tsunami alert has finally lifted after the 7.1 magnitude earthquake. All our surfer friends on the east cost #staysafe	caution_and_advice
797,882,225,207,353,300	Update on the tsunami warning following #EQNZ.	caution_and_advice
797,919,910,726,729,700	Kiwis, please be okay. Thoughts go out to Wellington, Christchurch & Kaikoura. 7.8 earthquake & tsunami. So scary.	sympathy_and_support
798,770,009,589,698,600	RT @KlynchStuff: Really good read on quakes and buildings #eqnz #earthquake .	other_relevant_information
798,356,607,763,554,300	Most of the dramatic damage to buildings looks to be again masonry brick construction. #eqnz #wellington	infrastructure_and_utility_damage
800,833,072,014,901,200	RT @WREMOinfo: Hi weve seen the reports about the recent Earthquake in Japan. Civil Defence advise there is NO Tsunami threat to New Zeala	other_relevant_information
797,877,572,155,494,400	Massive earthquake struck New Zealand overnight. I felt the quake here in Auckland, but the affected areas are a long way south of us.	other_relevant_information
798,043,551,401,582,600	As you can see a lot of damage to infrastructure	infrastructure_and_utility_damage
771,440,566,953,513,000	An oufful earthquake. 7.1! I pray for NZ. God defend New Zealand. #PrayForNewZealand @geonet @johnkeypm @ONENewsNZ	sympathy_and_support
798,064,160,101,699,600	Five-metre high tsunami wave wrecks 100-year-old historic cottage. Its a write-off, owner says. #eqnz	infrastructure_and_utility_damage
797,898,486,830,145,500	Didnt feel it. Thoughts with those who were affected #eqnz	sympathy_and_support
797,873,628,154,970,100	@EthanDolan Im so tired because weve had massive earthquakes and tsunami warnings in New Zealand, I have work soon as well ὢD	caution_and_advice
797,798,476,906,045,400	RT @keahicory: Lower Hutt evacuation map #tsunami #eqnz #lowerhutt #civildefence	displaced_people_and_evacuations
797,797,312,441,352,200	RT @tfnow: Prayers & thoughts to the people of New Zealand affected by the earthquake & tsunami. Stay safe! ❤️἟3἟F἟3἟F἟3἟F἟3἟F#eqnz	sympathy_and_support
797,963,881,406,550,000	Some of these aftershocks are terrifying ὣ0 #eqnz #newzealandquake	caution_and_advice
797,963,854,789,505,000	RT @BeeFaerie: Really, @nzherald? The rescue efforts are deadly? #GetMoreSubbies #eqnz	not_humanitarian
797,871,762,776,019,000	The Latest: New Zealand downgrades tsunami warnings	caution_and_advice
798,249,949,733,359,600	The damage to my work space. #eqnz	infrastructure_and_utility_damage
797,974,840,925,749,200	RT @TheRickyDavila: Just heard about the 7.8 Earthquake in New Zealand. Tsunami warning as well. Sending my love and prayers. Please get to	sympathy_and_support
797,851,086,279,147,500	#NewZealand #earthquake Tsunami warning now downgraded to coastal watch - Radio New Zealand reports -	caution_and_advice
797,793,237,767,319,600	RT @SquirrelyRon: Remember folks, the 2011 Japan tsunami started out at 3 meters. So 2 meters could still escalate higher. #eqnz	caution_and_advice
798,645,104,349,040,600	Great spirit in face of #eqnz Our thoughts are with you all	sympathy_and_support
798,347,803,973,980,200	I am extremely proud of my partner who is part of MFATs emergency response team and went a second successive night without sleep. #eqnz	rescue_volunteering_or_donation_effort
798,073,550,384,992,300	Im trying to play earthquake bingo with Wellingtonians but they arent biting. Need more Wgtn dwelling Cantabs #eqnz	not_humanitarian
799,872,348,291,633,200	When disaster hits, we need to look out for each other. Need someone to talk to? Earthquake Support Line 0800 777 846 #eqnz	sympathy_and_support
798,687,700,844,822,500	Sad to hear about the damage to the Oahu waterfall. We were there on Saturday with one resident seal pup #eqnz	infrastructure_and_utility_damage
798,049,123,685,449,700	RT @pjf: #eqnz radio: Those buildings are munted. Theyre munted for life.	infrastructure_and_utility_damage
798,277,386,928,328,700	musadellamusica: Please send your good vibes and prayers to New Zealand after our biggest earthquake yet.	sympathy_and_support
797,890,233,266,114,600	@wolfieraps pray for New Zealand please cause weve just had a massive earthquake throughout the whole country lmao, I mean so sad :(	sympathy_and_support
797,909,819,512,344,600	rocking and a rolling last night. Rather violently I must admit. Plenty of aftershocks to help us not forget	other_relevant_information
797,959,015,577,882,600	Winds are strengthening as storm force gales and heavy rain expected in quake-affected areas. Updates: #eqnz	caution_and_advice
798,236,564,757,315,600	Back to work Tuesday morning gift with torrential rain in Wellington and other parts of the southwest of the North Island! #earthquake #eqnz	other_relevant_information
798,158,467,240,370,200	Our heart goes out to #NewZealand and Everyone affected by this #Earthquake. Please Stay Safe and Help out in any way you can. #NZ	sympathy_and_support
800,524,133,620,555,800	As @Wellington_NZ starts a new week after #eqnz, thoughts on taking care of u & yr teams from @Sarb #pleaseshare	sympathy_and_support
798,412,719,963,701,200	Rescue efforts underway in #NewZealand following 7.5 #earthquake and aftershocks – The Guardian	rescue_volunteering_or_donation_effort
797,872,214,833,971,200	Sick of all these aftershocks tbh #EQNZ	not_humanitarian
797,932,232,803,389,400	Retweeting in the hope that someone in #Kaikoura sees this. Help a kiwi out. #NZeq #eqNZ #earthquake #NewZealand #help #KaikouraQuake	requests_or_urgent_needs
798,342,891,508,678,700	RT @NewshubNZ: Two strong aftershocks measuring 5.7 and 5.9 have struck on the East Coast of the South Island #eqnz	caution_and_advice
800,571,809,821,139,000	.@SECNAV addresses crew of #USSSampson congratulating them on their outstanding performance including earthquake relief in #Kaikoura #EQNZ	rescue_volunteering_or_donation_effort
798,388,199,290,765,300	With the Stats bldg issue & the 1 on Molesworth st looking marginal now is the time for Wellington to check ALL buildings pre the next #eqnz	other_relevant_information
800,425,525,818,724,400	Been a hard week, Im still a bit on edge but others far more affected by #eqnz so sharing my happy place I put together yesterday #garden	sympathy_and_support
798,005,263,319,998,500	RT @PSYCHICTWINS: @arisptx Yes, we predicted it! 7.8 and a tsunami hit New Zealand today. Prayers out. #earthquake	sympathy_and_support
798,451,640,261,115,900	Two killed as powerful earthquake hits New Zealand	injured_or_dead_people
798,038,402,700,439,600	RT @g0ttaWearShades: All these aftershocks got me like #eqnz	not_humanitarian
797,855,552,206,295,000	RT @guardianworld: Damage to room caused by New Zealand earthquake – video	infrastructure_and_utility_damage
798,640,998,746,161,200	RT @RHYTHMANDVINES: Get @hamishpinkham on the comedy stage. Donate to our #eqnz fundraiser here: #tumbleandweeds ht	rescue_volunteering_or_donation_effort
797,815,388,037,779,500	Hey @WgtnCC is the tap water safe to drink in Wgtn? Looks OK. No damage from #eqnz (so far) in southern hills.	other_relevant_information
797,928,362,928,848,900	Big damage in #NewZealand ἟3἟F from the #Earthquake - luckily we were in the North Island. Heading south next week though if ferry is open	infrastructure_and_utility_damage
798,759,968,635,617,300	Monday mornings devastating #eqnz upgraded from magnitude 7.5 to magnitude 7.8	caution_and_advice
798,315,818,131,955,700	This is a useful resource to check which NZ roads are closed. #flooding #eqnz	infrastructure_and_utility_damage
797,796,404,936,613,900	This is surreal hearing the tsunami sirens. Stay safe everyone! #earthquake #eqnz	caution_and_advice
797,962,975,805,980,700	that one was a bit rolly - building swayed for aaaaages. Rated 6.6 by Geonet (at this stage) #eqnz #nzearthquake	other_relevant_information
797,994,571,279,929,300	PM flying over the scene surveying the damage #eqnz	infrastructure_and_utility_damage
797,871,056,685,932,500	RT @NewshubNZ: CCTV footage shows the moment this mornings quake hit a supermarket in Nelson #eqnz	other_relevant_information
798,659,687,231,033,300	Great work from our volunteers in Kaikoura looking after evacuees #RedCross #eqnz	rescue_volunteering_or_donation_effort
798,674,074,805,436,400	Wellington City Councils Mike Scott says the damaged building on Molesworth St is at risk from another major aftershock. @NZStuff #eqnz	infrastructure_and_utility_damage
797,818,601,264,644,100	The #Kaikoura tsunami gauge appears to have stopped? #eqnz	not_humanitarian
797,805,152,040,194,000	RT @LucanLeBlanc: #BREAKING: St John has just received reports of injuries from the earthquake area, including Culverden and Kaikoura areas	injured_or_dead_people
798,037,491,949,256,700	Our thoughts go out to all those affected by the New Zealand earthquake overnight. Important advice:	sympathy_and_support
798,220,714,432,024,600	RT @1NewsNZ: Roads, rail and ports: What you need to know a day after the earthquake:	other_relevant_information
798,024,685,908,672,500	Sending good thoughts to everyone affected by the earthquake in New Zealand. Such a wonderful	sympathy_and_support
800,206,435,334,299,600	and thank you to all concerned for your assistance with #eqnz @nznavy @USNavy @Australian_Navy @CanadianForces	sympathy_and_support
797,965,901,622,411,300	Some more major road damage! #eqnz	infrastructure_and_utility_damage
798,348,492,984,827,900	@SBSENZ My family was a recipient of @NZRedCross aid post #chch #eqnz Our claim had been fraudulently collected by a tenant. They sorted it.	not_humanitarian
797,878,812,348,325,900	Doing a site inspection in parkland. All I can hear are birds and the tsunami sirens, very very unsettling. #eqnz	other_relevant_information
798,059,628,961,480,700	@lianzaoffice our thoughts are with you all affected by the earthquake #hikuwai16	sympathy_and_support
798,666,915,073,753,100	RT @JimRose69872629: How to get back to the eastern suburbs from the CBD after an earthquake #eqnz	not_humanitarian
798,333,169,921,445,900	Match between Wellington Phoenix and Melbourne Victory postponed after Westpac Stadium was damaged by quake #eqnz	infrastructure_and_utility_damage
797,803,360,581,627,900	RT @AnnaESmaill: Water receding Waikanae Beach. Second trip to higher ground this weird night #eqnz	other_relevant_information
798,029,701,994,266,600	PM not ruled out creating Minister to oversee quake recovery. Told @CheckpointRNZ damage so significant cant be left to locals #eqnz	infrastructure_and_utility_damage
797,833,562,615,517,200	5am and still havent been to bed. This is one long night ὣ4 #Eqnz #tsunami	not_humanitarian
797,790,664,259,833,900	@abcnews New Zealand quake revised from magnitude-7.4 to magnitude-7.8; plus entire east coast under tsunami threat	other_relevant_information
797,804,567,781,965,800	magnitude 7.5 severe earthquake has struck 15 km north-east of Culverden at 12:02am. Woke us up in Lower Hutt! Tsunami alarm just stopped.	caution_and_advice
798,001,950,394,462,200	just arrived home, suburb is like a ghost town, no damage here #eqnz #NewZealand	other_relevant_information
771,430,900,957,536,300	#Tsunami threat to NZs South Is. lifted. Several surges after 7.1 #earthquake 130km NE of Te Araroa. Stay off North Is. east coast beaches.	caution_and_advice
797,907,979,366,371,300	#Prayers to those in #NewZealand struck by a powerful 7.8 #earthquake! Now a #tsunami ὣ1please be safe! pray for #NewZealand	sympathy_and_support
797,812,997,179,711,500	Ringing in my ears as if I can hear the tsunami warnings from here, stay safe everyone! #evacuate drive slowly, #worried #eqnz #resilience	sympathy_and_support

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HumAID: Human-Annotated Disaster Incidents Data from Twitter

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

Tweets has been collected during several disaster events.

Annotations

AMT has been used to annotate the dataset. Please check the paper for a more detail.

Who are the annotators?

crowdsourced

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},
}