CrisisMMD: Multimodal Twitter Datasets from Natural Disasters
Paper • 1805.00713 • Published
Datasets:
image image | text string | label int64 | event_name string | tweet_id string | image_id string |
|---|---|---|---|---|---|
RT @KAKEnews: California wildfires destroy more than 50 structures: https://t.co/IkSrNpmT83 #KAKEnews https://t.co/8risKwbBqr | 1 | california_wildfires | 917793137925459968 | 917793137925459968_0 | |
RT @KAKEnews: California wildfires destroy more than 50 structures: https://t.co/IkSrNpmT83 #KAKEnews https://t.co/8risKwbBqr | 1 | california_wildfires | 917793137925459968 | 917793137925459968_1 | |
RT @KAKEnews: California wildfires destroy more than 50 structures: https://t.co/IkSrNpmT83 #KAKEnews https://t.co/8risKwbBqr | 1 | california_wildfires | 917793137925459968 | 917793137925459968_2 | |
RT @TheAtlantic: Photos of California's destructive wildfires, via @TheAtlPhoto: https://t.co/mzYsQALqrl https://t.co/bWvczIJa2Z | 1 | california_wildfires | 917815040962695168 | 917815040962695168_2 | |
Why California's #wildfires are worse in the fall. https://t.co/F6fMb97Djd https://t.co/jXmu1pAXpr | 3 | california_wildfires | 917828283047260161 | 917828283047260161_0 | |
Why California's #wildfires are worse in the fall. https://t.co/F6fMb97Djd https://t.co/jXmu1pAXpr | 3 | california_wildfires | 917828283047260161 | 917828283047260161_1 | |
Why California's #wildfires are worse in the fall. https://t.co/F6fMb97Djd https://t.co/jXmu1pAXpr | 3 | california_wildfires | 917828283047260161 | 917828283047260161_2 | |
Playing with my new friend, Chai. She's a California fire evacuee starting with us for a few days. I â¤ï¸ her! https://t.co/Z5PmkUyUJ5 | 4 | california_wildfires | 917830092620836864 | 917830092620836864_0 | |
Playing with my new friend, Chai. She's a California fire evacuee starting with us for a few days. I â¤ï¸ her! https://t.co/Z5PmkUyUJ5 | 4 | california_wildfires | 917830092620836864 | 917830092620836864_2 | |
Playing with my new friend, Chai. She's a California fire evacuee starting with us for a few days. I â¤ï¸ her! https://t.co/Z5PmkUyUJ5 | 4 | california_wildfires | 917830092620836864 | 917830092620836864_1 | |
Playing with my new friend, Chai. She's a California fire evacuee starting with us for a few days. I â¤ï¸ her! https://t.co/Z5PmkUyUJ5 | 4 | california_wildfires | 917830092620836864 | 917830092620836864_3 | |
RT @Ciscokid__: Calistoga Fire #tubbsfire #napafire #ABC7now #kron4news #fire #california #napa https://t.co/aTcggkpkNe | 4 | california_wildfires | 917832022017445888 | 917832022017445888_2 | |
RT @Ciscokid__: Calistoga Fire #tubbsfire #napafire #ABC7now #kron4news #fire #california #napa https://t.co/aTcggkpkNe | 4 | california_wildfires | 917832022017445888 | 917832022017445888_1 | |
RT @riellarose: When the entire state of California is on fire https://t.co/LuhKo2R2Wn | 3 | california_wildfires | 917954508231184385 | 917954508231184385_0 | |
RT @riellarose: When the entire state of California is on fire https://t.co/LuhKo2R2Wn | 3 | california_wildfires | 917954508231184385 | 917954508231184385_1 | |
Emergency medical supplies delivered tonight to Sonoma Public Health for evacuees of Northern California #Wildfires https://t.co/VjIgVAQBLL | 2 | california_wildfires | 917991257594572800 | 917991257594572800_0 | |
Emergency medical supplies delivered tonight to Sonoma Public Health for evacuees of Northern California #Wildfires https://t.co/VjIgVAQBLL | 2 | california_wildfires | 917991257594572800 | 917991257594572800_1 | |
Emergency medical supplies delivered tonight to Sonoma Public Health for evacuees of Northern California #Wildfires https://t.co/VjIgVAQBLL | 2 | california_wildfires | 917991257594572800 | 917991257594572800_2 | |
Emergency medical supplies delivered tonight to Sonoma Public Health for evacuees of Northern California #Wildfires https://t.co/VjIgVAQBLL | 2 | california_wildfires | 917991257594572800 | 917991257594572800_3 | |
The devastating #wildfires in California still not letting up. Details right now at 5:30 #ABC11 https://t.co/61S0Rb0lbu | 3 | california_wildfires | 918046279120408576 | 918046279120408576_0 | |
The devastating #wildfires in California still not letting up. Details right now at 5:30 #ABC11 https://t.co/61S0Rb0lbu | 3 | california_wildfires | 918046279120408576 | 918046279120408576_1 | |
RT @azhaayanna: meanwhile california is on fire and it looks like we're living in blade runner. https://t.co/7f0pPHGe8B | 4 | california_wildfires | 918312987299012608 | 918312987299012608_0 | |
RT @azhaayanna: meanwhile california is on fire and it looks like we're living in blade runner. https://t.co/7f0pPHGe8B | 4 | california_wildfires | 918312987299012608 | 918312987299012608_1 | |
Anyways, I drove through the Redwood Forest then next to the California wildfires https://t.co/yiK5BQh7PF | 3 | california_wildfires | 918354135350616064 | 918354135350616064_3 | |
During our Summer long research on the #IRCURVE The Great Basin Inhale and Exhale was noted https://t.co/XTZmqqpZOl https://t.co/hHkjPqvSqw | 4 | california_wildfires | 919578094398144513 | 919578094398144513_0 | |
During our Summer long research on the #IRCURVE The Great Basin Inhale and Exhale was noted https://t.co/XTZmqqpZOl https://t.co/hHkjPqvSqw | 4 | california_wildfires | 919578094398144513 | 919578094398144513_1 | |
The conspiracy nuts are saying the California Wildfires "set by an atmospheric weapon." :/ https://t.co/Mzhra0MaGj | 3 | california_wildfires | 919605179443490822 | 919605179443490822_1 | |
Galifornia in Spain (picture), the Amazon in Brazil, California... The world in on fire á½¢Dá½¢1 https://t.co/hpPOaiIpLs | 4 | california_wildfires | 919668662688239627 | 919668662688239627_0 | |
#California #wildfire north of #Yosemite today. https://t.co/bd5JVikVuW | 3 | california_wildfires | 919715738104995840 | 919715738104995840_0 | |
#California #wildfire north of #Yosemite today. https://t.co/bd5JVikVuW | 3 | california_wildfires | 919715738104995840 | 919715738104995840_1 | |
Scottsdale fire crew helps battle Northern California fires https://t.co/Ufnv07ocNP https://t.co/yR4KY0IlGE | 2 | california_wildfires | 919806240183631872 | 919806240183631872_0 | |
Scottsdale fire crew helps battle Northern California fires https://t.co/Ufnv07ocNP https://t.co/yR4KY0IlGE | 2 | california_wildfires | 919806240183631872 | 919806240183631872_1 | |
Red sun down Crosby Beach, looks like the California sun in the wildfires @LivEchonews #Liverpool #HurricaneOphelia https://t.co/gaavQlPNuU | 4 | california_wildfires | 919871048652394496 | 919871048652394496_0 | |
Red sun down Crosby Beach, looks like the California sun in the wildfires @LivEchonews #Liverpool #HurricaneOphelia https://t.co/gaavQlPNuU | 4 | california_wildfires | 919871048652394496 | 919871048652394496_1 | |
#Hotels #Destroyed by Killer #California #Wildfires https://t.co/Z6DqybUpqi #event #meeting #planner https://t.co/vFclzDzTxz | 1 | california_wildfires | 919935983314984960 | 919935983314984960_1 | |
Stunning maps and images from the @nytimes https://t.co/VnfXOeIKGI https://t.co/u2SECvuSzt | 3 | california_wildfires | 919974245106626561 | 919974245106626561_2 | |
On the road to our live shot location this afternoon: Some of what the California wildfires left behind. https://t.co/qxFqMn6CJD | 1 | california_wildfires | 920005307148804096 | 920005307148804096_0 | |
On the road to our live shot location this afternoon: Some of what the California wildfires left behind. https://t.co/qxFqMn6CJD | 1 | california_wildfires | 920005307148804096 | 920005307148804096_1 | |
California may be on fire but damn that sunrise https://t.co/zyAk7wL6zC | 4 | california_wildfires | 920310501451509762 | 920310501451509762_0 | |
California may be on fire but damn that sunrise https://t.co/zyAk7wL6zC | 4 | california_wildfires | 920310501451509762 | 920310501451509762_1 | |
@MaureenKTVU @KTVU Engineered drought causing wildfires https://t.co/r9GtyEHoUN https://t.co/0TfRT8FTjo | 3 | california_wildfires | 920474622205628416 | 920474622205628416_1 | |
@MaureenKTVU @KTVU Engineered drought causing wildfires https://t.co/r9GtyEHoUN https://t.co/0TfRT8FTjo | 3 | california_wildfires | 920474622205628416 | 920474622205628416_3 | |
Forest City native shares experience evacuating from California wildfires https://t.co/Nf0jMWvLb9 https://t.co/NLXRbHGTmu | 4 | california_wildfires | 920650692951494656 | 920650692951494656_0 | |
Forest City native shares experience evacuating from California wildfires https://t.co/Nf0jMWvLb9 https://t.co/NLXRbHGTmu | 4 | california_wildfires | 920650692951494656 | 920650692951494656_2 | |
Fighting the wildfire in Santa Cruz, California with Washington Strike Team 2 with Cowlitz and Clark Counties. https://t.co/c9yTjK5e2K | 2 | california_wildfires | 920831780629782528 | 920831780629782528_1 | |
Fighting the wildfire in Santa Cruz, California with Washington Strike Team 2 with Cowlitz and Clark Counties. https://t.co/c9yTjK5e2K | 2 | california_wildfires | 920831780629782528 | 920831780629782528_3 | |
RT @TangoSierraFire: Acrylic painting on wood with gesso primer. I had the California wildfires on my mind. https://t.co/tJWeq8GKkf | 4 | california_wildfires | 920886980745056256 | 920886980745056256_0 | |
RT @TangoSierraFire: Acrylic painting on wood with gesso primer. I had the California wildfires on my mind. https://t.co/tJWeq8GKkf | 4 | california_wildfires | 920886980745056256 | 920886980745056256_1 | |
Obama-nation destroyed 164 Million trees in California’s forests. Fire tinderbox https://t.co/sj5R0C7CX4 https://t.co/Upd9UQGuYi | 1 | california_wildfires | 921095476455321600 | 921095476455321600_2 | |
Residents recall the night they had to flee the #redwoodvalleyfire. https://t.co/rw44YA4N9j https://t.co/BEMx2XbOFB | 0 | california_wildfires | 922144749632479232 | 922144749632479232_1 | |
@MLB @Athletics .... Getting ready to wrap this up and send this in. cc: @steinersports https://t.co/u8ekIRmuza https://t.co/wKjeoVrflW | 4 | california_wildfires | 922890988863021056 | 922890988863021056_0 | |
@MLB @Athletics .... Getting ready to wrap this up and send this in. cc: @steinersports https://t.co/u8ekIRmuza https://t.co/wKjeoVrflW | 4 | california_wildfires | 922890988863021056 | 922890988863021056_1 | |
The Windows background is on fire in California right now, believe In global warming yet lol https://t.co/vLiwIRxInW | 1 | california_wildfires | 923649563746897920 | 923649563746897920_1 | |
California why are you on so much fire https://t.co/wSCOcZC8A0 | 3 | california_wildfires | 923706401049911297 | 923706401049911297_0 | |
California why are you on so much fire https://t.co/wSCOcZC8A0 | 3 | california_wildfires | 923706401049911297 | 923706401049911297_1 | |
Pak Navy continues Humanitarian Assistance and Disaster Relief Operations in Flood Stricken Sri Lanka. RESPECT https://t.co/LzDAR9i17Z | 2 | srilanka_floods | 869972354004393987 | 869972354004393987_0 | |
Pak Navy continues Humanitarian Assistance and Disaster Relief Operations in Flood Stricken Sri Lanka. RESPECT https://t.co/LzDAR9i17Z | 2 | srilanka_floods | 869972354004393987 | 869972354004393987_1 | |
Pak Navy continues Humanitarian Assistance and Disaster Relief Operations in Flood Stricken Sri Lanka. RESPECT https://t.co/LzDAR9i17Z | 2 | srilanka_floods | 869972354004393987 | 869972354004393987_2 | |
Pak Navy continues Humanitarian Assistance and Disaster Relief Operations in Flood Stricken Sri Lanka. RESPECT https://t.co/LzDAR9i17Z | 2 | srilanka_floods | 869972354004393987 | 869972354004393987_3 | |
RT @DisastersChart: #Sentinel2 was used to map the #flood in Matara, #SriLanka, on 28 May: https://t.co/LCo1VVKgEZ https://t.co/f9o3enK8ka | 3 | srilanka_floods | 869977622377320448 | 869977622377320448_2 | |
@Anchoveebrother Hello dear Chile birds, Martin fisherman, Mora eagle, Pequen..✌ἿDâ¤ï¸ https://t.co/tN4qxsUHYf | 4 | srilanka_floods | 870008928054259712 | 870008928054259712_0 | |
@Anchoveebrother Hello dear Chile birds, Martin fisherman, Mora eagle, Pequen..✌ἿDâ¤ï¸ https://t.co/tN4qxsUHYf | 4 | srilanka_floods | 870008928054259712 | 870008928054259712_1 | |
@Anchoveebrother Hello dear Chile birds, Martin fisherman, Mora eagle, Pequen..✌ἿDâ¤ï¸ https://t.co/tN4qxsUHYf | 4 | srilanka_floods | 870008928054259712 | 870008928054259712_2 | |
After cyclone #mora #RCY Rangamati is in action with fire service BD. https://t.co/lwiU0DPqT5 | 2 | srilanka_floods | 870035816990425089 | 870035816990425089_2 | |
After cyclone #mora #RCY Rangamati is in action with fire service BD. https://t.co/lwiU0DPqT5 | 2 | srilanka_floods | 870035816990425089 | 870035816990425089_3 | |
RT @The1975Brasil: Adam & George potencial meme no Lollapalooza Chile por Pedro Mora https://t.co/ZnGDC6v6bn | 4 | srilanka_floods | 870106080763940866 | 870106080763940866_0 | |
RT @The1975Brasil: Adam & George potencial meme no Lollapalooza Chile por Pedro Mora https://t.co/ZnGDC6v6bn | 4 | srilanka_floods | 870106080763940866 | 870106080763940866_1 | |
RT @The1975Brasil: Adam & George potencial meme no Lollapalooza Chile por Pedro Mora https://t.co/ZnGDC6v6bn | 4 | srilanka_floods | 870106080763940866 | 870106080763940866_2 | |
RT @The1975Brasil: Adam & George potencial meme no Lollapalooza Chile por Pedro Mora https://t.co/ZnGDC6v6bn | 4 | srilanka_floods | 870106080763940866 | 870106080763940866_3 | |
Indian Air Force plane delivers critical helicopter spare parts for Sri Lankan Air Force #FloodSL @SushmaSwaraj https://t.co/vK1a6MTg1c | 2 | srilanka_floods | 870109024036864000 | 870109024036864000_0 | |
Indian Air Force plane delivers critical helicopter spare parts for Sri Lankan Air Force #FloodSL @SushmaSwaraj https://t.co/vK1a6MTg1c | 2 | srilanka_floods | 870109024036864000 | 870109024036864000_1 | |
#India, #Srilanka have religious relationships. #Indian_Navy playing vital role, to help in fighting flood. जय हिंद! https://t.co/x2vcAm19Fz | 2 | srilanka_floods | 870113671699193857 | 870113671699193857_0 | |
Authorities and military aid recovery in Mora-hit areas of Rakhine State https://t.co/7i2TclWec2 https://t.co/89Sq3sDOuM | 2 | srilanka_floods | 870140525889822724 | 870140525889822724_1 | |
Pictures of Chinese & Pakistani medical teams working in Floof affected areas #FloodSL https://t.co/Fe3qq8VTbB | 2 | srilanka_floods | 870272043538886657 | 870272043538886657_0 | |
Pictures of Chinese & Pakistani medical teams working in Floof affected areas #FloodSL https://t.co/Fe3qq8VTbB | 2 | srilanka_floods | 870272043538886657 | 870272043538886657_1 | |
Pictures of Chinese & Pakistani medical teams working in Floof affected areas #FloodSL https://t.co/Fe3qq8VTbB | 2 | srilanka_floods | 870272043538886657 | 870272043538886657_2 | |
Pictures of Chinese & Pakistani medical teams working in Floof affected areas #FloodSL https://t.co/Fe3qq8VTbB | 2 | srilanka_floods | 870272043538886657 | 870272043538886657_3 | |
RT @ZIabulHq: Consequences after Cyclone Mora destroyed the Refugees Houses. #Pray_For_Rohingya. https://t.co/NJ7RIsELH7 | 1 | srilanka_floods | 870331956415909890 | 870331956415909890_0 | |
RT @ZIabulHq: Consequences after Cyclone Mora destroyed the Refugees Houses. #Pray_For_Rohingya. https://t.co/NJ7RIsELH7 | 1 | srilanka_floods | 870331956415909890 | 870331956415909890_1 | |
Weather forecast #1stJune2017 #SLFloods2017 #FloodSL #lka #dmclk English and Sinhala https://t.co/C0FXfyVqpW | 4 | srilanka_floods | 870389549116948480 | 870389549116948480_0 | |
Weather forecast #1stJune2017 #SLFloods2017 #FloodSL #lka #dmclk English and Sinhala https://t.co/C0FXfyVqpW | 4 | srilanka_floods | 870389549116948480 | 870389549116948480_1 | |
Weather forecast #1stJune2017 #SLFloods2017 #FloodSL #lka #dmclk English and Sinhala https://t.co/C0FXfyVqpW | 4 | srilanka_floods | 870389549116948480 | 870389549116948480_2 | |
What does a dignity kit comprise? Check it out: https://t.co/07ZmYvmKgl @ippfsar @2014Sprint #FloodSL #SRHR @dfat https://t.co/gu0jaLgOvy | 4 | srilanka_floods | 870502689439862784 | 870502689439862784_0 | |
What does a dignity kit comprise? Check it out: https://t.co/07ZmYvmKgl @ippfsar @2014Sprint #FloodSL #SRHR @dfat https://t.co/gu0jaLgOvy | 4 | srilanka_floods | 870502689439862784 | 870502689439862784_1 | |
Visiting flood Victimes in Bullathsinhala. @RajapaksaNamal #FloodSL #srilanka #namalrajapaksa https://t.co/lRlBggO49v | 2 | srilanka_floods | 870528490184908800 | 870528490184908800_2 | |
Cyclone Mora : 4 killed in Manipur, 140 houses destroyed in Mizoram :: https://t.co/dMlEngezZ4 https://t.co/NIeyQeLkwt | 0 | srilanka_floods | 870559283880112128 | 870559283880112128_1 | |
#FloodSL please help flood victims of #srilanka https://t.co/yLSUKBGsck | 2 | srilanka_floods | 870605397538856960 | 870605397538856960_0 | |
Mora staff sending off their retirees! Thank you for all of your service to our students. #moraschools https://t.co/Y0R7raSVjf | 4 | srilanka_floods | 870636021314191362 | 870636021314191362_0 | |
Mora staff sending off their retirees! Thank you for all of your service to our students. #moraschools https://t.co/Y0R7raSVjf | 4 | srilanka_floods | 870636021314191362 | 870636021314191362_1 | |
RT @ranukad: Never judge a book by its cover ὄFâ¤ï¸á½¤F #FloodSL #FloodRelief #SriLanka https://t.co/X0LPcgE5uX | 4 | srilanka_floods | 870803535956287489 | 870803535956287489_0 | |
RT @ranukad: Never judge a book by its cover ὄFâ¤ï¸á½¤F #FloodSL #FloodRelief #SriLanka https://t.co/X0LPcgE5uX | 4 | srilanka_floods | 870803535956287489 | 870803535956287489_1 | |
RT @ihcdhaka: The 33 survivors of #CycloneMora rescued by #INSSumitra return Home. https://t.co/GypdL6SfZL | 2 | srilanka_floods | 870835871129513984 | 870835871129513984_1 | |
RT @ndtv: Indian Navy teams join Sri Lanka flood rescue ops as toll reaches 193 https://t.co/ltXGfTu3QA https://t.co/T6DI5FdgVO | 2 | srilanka_floods | 870845845133971456 | 870845845133971456_0 | |
RT @ndtv: Indian Navy teams join Sri Lanka flood rescue ops as toll reaches 193 https://t.co/ltXGfTu3QA https://t.co/T6DI5FdgVO | 2 | srilanka_floods | 870845845133971456 | 870845845133971456_1 | |
Chinese companies continue assisting #SriLanka flood victims (Photos: Xinhua) https://t.co/9XOSZYtZmC https://t.co/OCH6aoO7II | 2 | srilanka_floods | 870882793118683136 | 870882793118683136_0 | |
Chinese companies continue assisting #SriLanka flood victims (Photos: Xinhua) https://t.co/9XOSZYtZmC https://t.co/OCH6aoO7II | 2 | srilanka_floods | 870882793118683136 | 870882793118683136_1 | |
Chinese companies continue assisting #SriLanka flood victims (Photos: Xinhua) https://t.co/9XOSZYtZmC https://t.co/OCH6aoO7II | 2 | srilanka_floods | 870882793118683136 | 870882793118683136_2 | |
Snapchat me y'all @ anna.mora https://t.co/JnHap9FFol | 4 | srilanka_floods | 870904419654565888 | 870904419654565888_0 | |
Snapchat me y'all @ anna.mora https://t.co/JnHap9FFol | 4 | srilanka_floods | 870904419654565888 | 870904419654565888_1 | |
#Veyangalla, a village heavily affected by recent #floodSL in #Kalutura district, today situation #lka #SriLanka https://t.co/6CeIHdffw9 | 1 | srilanka_floods | 870942570704019456 | 870942570704019456_0 |
End of preview. Expand in Data Studio
CrisisMMD for MTEB
This repository contains two image+text classification configurations derived
from the official QCRI/CrisisMMD
release at revision 10a5626ba112ab9c50369c473a2062bcf205d708.
informative: useful vs. not useful for humanitarian response.humanitarian: five humanitarian information categories.
For informative and humanitarian, only rows in the authors' official
text_img_agreed_lab splits are retained. Their independently annotated image
and tweet labels are therefore identical, source split membership is preserved,
and dev is renamed to validation.
The builder verifies that image and tweet IDs do not cross splits and fully decodes every included image.
The original dataset paper reports generally strong inter-annotator agreement across its annotation tasks. The two agreed-label configurations add a separate, stricter requirement: the independently assigned image and text targets must also match.
License FYI
The official QCRI Hugging Face release declares CC BY-NC-SA 4.0. The legacy CrisisNLP download page also links separate research-data terms.
Built from the pinned official QCRI source snapshot and agreed-label archive
(SHA-256 32f2203bbf0545057be2c6d5c95636cfb5032aef58d0f57e04c5dfac246843ff).
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