Datasets:

melisekm
/

natural-disasters-from-social-media

text stringlengths 20 312	target int64 0 1	SOURCE_FILE stringclasses 12 values	tweet_id float64 2 1,409,023,937B ⌀	filename stringlengths 16 62	event_type stringclasses 9 values	event_type_detail stringclasses 19 values	label stringlengths 7 216
RT @Snoopy: Beagle Hugs for Oklahoma. http://t.co/WJhTierc7d	1	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	336,841,998,281,613,300	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	storm	tornado	on-topic
So, here's what I'm watching most closely with #Dorian this morning. I will breathe a sigh of relief when I see the storm get north of 27.5deg north latitude. Here's why Fort Myers: 26.6deg N Moore Haven: 26.8deg N Arcadia: 27.2deg N (1 of 2) #SWFL	1	76k_HumAID_humaid_clean.csv	1,167,778,500,998,258,700	hurricane_dorian_2019_train.tsv	storm	hurricane	other_relevant_information
It was reported that Malaysian firms were keen in investing in toll roads, and electricity and seaport projects.	0	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	27,031	crisis_consolidated_informativeness_filtered_lang_en_test.tsv	unknown	unknown	not_informative
RT @lauriejlee: Thanks @alstewitn @itvnews The @decappeal broadcast partners are essential for telling the stories of the need in disasters%0U_	1	22k_ACL_ICWSM_2018_datasets_acl_icwsm_clean.csv	591,903,260,254,023,700	2015_Nepal_Earthquake_dev.tsv	earthquake	earthquake	relevant
Wind so strong in Cuba it destroyed the instruments that measure it. #irma #warmwaters #climatechange. @CNN	1	76k_HumAID_humaid_clean.csv	906,474,886,167,593,000	hurricane_irma_2017_train.tsv	storm	hurricane	infrastructure_and_utility_damage
"Nice how my most recent emails from RGU are basically 'we hope nobody has Ebola' and 'don't take your passport in town and lose it'"	1	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	514,325,686,061,113,340	crisis_consolidated_informativeness_filtered_lang_en_test.tsv	unknown	unknown	informative
Check out this post in the Hurricane Maria vibe: Maria destroys homes, triggers flooding in Puerto Rico	1	76k_HumAID_humaid_clean.csv	910,670,846,687,158,300	hurricane_maria_2017_train.tsv	storm	hurricane	infrastructure_and_utility_damage
@Ambisinister_ @lintgod @Ambisinister_ sound good let's go	0	150k_archiveteam	916,923,269,281,873,900	150k_archiveteam	unknown	unknown	target_zero
RT @LanceBass: Share this around please: #PuertoRico Hurricane #Maria Relief Fund by #JoyceGiraud \| Generosity	1	76k_HumAID_humaid_clean.csv	910,689,677,635,653,600	hurricane_maria_2017_train.tsv	storm	hurricane	other_relevant_information
.@CityofCalgary activates emergency plan amid severe thunderstorm warning http://t.co/pc7S8NxJ6Q #yyc #abstorm http://t.co/9xoHmMlMDY	1	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	778,249,379	crisis_consolidated_informativeness_filtered_lang_en_test.tsv	unknown	unknown	informative
This is my uncle please help any thing helps. #HoustonStrong #HarveyFlood #HurricaneHarvey	1	76k_HumAID_humaid_clean.csv	902,714,490,579,550,200	hurricane_harvey_2017_train.tsv	storm	hurricane	requests_or_urgent_needs
A 7.1 magnitude earthquake rocked remote Yushu, high in China's northwest Qinghai province last Wednesday - the strongest quake to hit the area since 1976.	1	30k_disaster-response-classification-main_disres_clean.csv	null	30k_disaster-response-classification-main_disres_clean.csv	earthquake	earthquake	weather_related,earthquake
RT @dzIQ990: Tropical Storm #RubyPH expected to landfall at Torrijos, Marinduque between 11am-12nn today \| @erwinaguilonINQ	1	50k_CrisisNLP_CrisisNLP_clean.csv	541,799,457,814,097,900	2014_Philippines_Typhoon_Hagupit_en_CF_labeled_data.tsv	storm	typhoon	caution_and_advice
RT @Kiva: These artisans in #Chile used a group loan to buy materials for their handcrafted products http://t.co/MZJgQyFsVy	0	50k_CrisisNLP_CrisisNLP_clean.csv	452,688,280,342,237,200	2014_Chile_Earthquake_en_CF_labeled_data.tsv	earthquake	earthquake	not_related_or_irrelevant
#Military #Photo of the Day: #US #Navy Aircrewman Carries #Hurricane Maria Evacuee - https://t.co/O41CejAoPC https://t.co/6daEaVVjF9	1	16k_CrisisMMD_v2.0_crisismmdv2_clean.csv	915,122,523,871,707,100	hurricane_maria_final_data.tsv	storm	hurricane	informative_other_relevant_information
Live coverage of the Scotland dressing room. #SVNSCO https://t.co/1h0wdXq0j4	0	150k_archiveteam	917,142,929,164,197,900	150k_archiveteam	unknown	unknown	target_zero
RT @biebersdepths: which era did you stan justin bieber https://t.co/QNxFjaodnI	0	150k_archiveteam	1,408,871,126,042,873,900	150k_archiveteam	unknown	unknown	target_zero
RT @EvgeniaKovda: @Eileen15Jones is back and taking on a new film "Shirley"! https://t.co/L7C3xOBXnl	0	150k_archiveteam	1,280,225,979,663,876,000	150k_archiveteam	unknown	unknown	target_zero
Already addicted. See what he s craving and flood my DMs for when I get up RTSLUTT2018 RTbetapet RTP1G https://t.co/OQwaIS7C3Q	0	14k_eyewitness_tweets_annotations_14k_public_eyewitness_clean.csv	null	floods_eyewitness_crowdflower_2000.tsv	flood	flood	dont_know
@BBCBreaking -my mom in Puerto Rico is using lawn lights & an inverter. Please don't stop reporting on PR. https://t.co/fy0eZqtqbV	1	16k_CrisisMMD_v2.0_crisismmdv2_clean.csv	928,237,929,570,369,500	hurricane_maria_final_data.tsv	storm	hurricane	informative_other_relevant_information
@urfordy back thumb button on mouse	0	150k_archiveteam	1,158,821,997,205,434,400	150k_archiveteam	unknown	unknown	target_zero
Wildfires spark evacuation order, state of emergency in https://t.co/27ujuw0aPh	1	14k_eyewitness_tweets_annotations_14k_public_eyewitness_clean.csv	null	forestfires_eyewitness_crowdflower_2000.tsv	fire	forest_fire	non-eyewitness
RT @TheAPJournalist: Today's @sfchronicle front page: "Accuser, nominee firmly state cases" https://t.co/VtQOFZgcfR	0	150k_archiveteam	1,045,791,342,863,908,900	150k_archiveteam	unknown	unknown	target_zero
RT @maayarogers: Lol. Who even knows what to do during a hurricane drill at school??	1	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	262,619,795,369,906,180	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	storm	hurricane	on-topic
RT @OFCBGYO_MEMBERS: Hi my ACEs! #BGYO_Nate https://t.co/RVbZNQXHIH	0	150k_archiveteam	1,409,020,132,857,245,700	150k_archiveteam	unknown	unknown	target_zero
@realDonaldTrump So would this also include all hurricane prone coastlines as they now exist? Just curious. https://t.co/4SNCrdI9LY	0	14k_eyewitness_tweets_annotations_14k_public_eyewitness_clean.csv	null	hurricanes_eyewitness_annotations_2004.tsv	storm	hurricane	dont_know
RT @Newsmax_Media: Sandy Storms Across Pennsylvania Leaving Flooded NYC in Dark http://t.co/54sIVW57 via @Newsmax_Media	1	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	223,607,205	crisis_consolidated_informativeness_filtered_lang_en_test.tsv	storm	hurricane	informative
I'm gonna guess $475 million in total. Probably $40 million a year.	0	150k_archiveteam	1,280,225,774,168,150,000	150k_archiveteam	unknown	unknown	target_zero
@trumpsterst @JackPosobiec A day late and a dollar short to have any real impact.	0	150k_archiveteam	1,045,824,217,835,589,600	150k_archiveteam	unknown	unknown	target_zero
RT @joemfbrown: Very reminiscent of #HurricaneHarvey. Scary.	0	76k_HumAID_humaid_clean.csv	1,039,460,196,932,886,500	hurricane_florence_2018_dev.tsv	storm	hurricane	not_humanitarian
RT @Jenn_Jesus: I'm so tired of half ass relationships	0	150k_archiveteam	917,079,964,280,934,400	150k_archiveteam	unknown	unknown	target_zero
"DIY armor by ISIS. Bar armor only in the front shows it's a truck bomb meant to drive straight at the target. https://t.co/7ggJtmMICn"	1	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	726,434,700,588,245,000	crisis_consolidated_informativeness_filtered_lang_en_test.tsv	unknown	unknown	informative
RT @LatinoVoices: The aftermath of Chile's 8.2 magnitude earthquake and powerful aftershock (PHOTOS) http://t.co/xoZQlqoTkw	1	50k_CrisisNLP_CrisisNLP_clean.csv	451,901,143,372,017,660	2014_Chile_Earthquake_en_CF_labeled_data.tsv	earthquake	earthquake	other_useful_information
Tropical #CycloneIdai has affected an estimated 1.8 million people in #Mozambique alone, according to the @UN. Hundreds of thousands more have been impacted in neighbouring #Zimbabwe and #Malawi. This is our response in Mozambique.	1	76k_HumAID_humaid_clean.csv	1,111,539,134,487,765,000	cyclone_idai_2019_test.tsv	storm	cyclone	other_relevant_information
RT @kellycappadocio: Love being with my girls #colorado #loveyouall #summerfamily http://t.co/dw5yfJfJ	0	28k_CrisisLexT26-v1.0_crisilext26_clean.csv	218,914,340,479,307,780	2012_Colorado_wildfires-tweets_labeled.csv	fire	wild_fire	Not related_Not labeled_Not labeled
@Etunar @Bernadedt Ouf. Do you eat with that foul mouth?	0	150k_archiveteam	1,045,566,612,068,347,900	150k_archiveteam	unknown	unknown	target_zero
RT @LILUZIVERT: Last Time Saying This I Am Not From This World 🌑🥀®️.	0	150k_archiveteam	917,223,786,944,049,200	150k_archiveteam	unknown	unknown	target_zero
A #meteor fell on @Russia .... come on guys, little creativity please, this is how #horror movies start...:D	1	28k_CrisisLexT26-v1.0_crisilext26_clean.csv	302,439,773,241,483,260	2013_Russia_meteor-tweets_labeled.csv	meteor	meteor	Related - but not informative_Not applicable_Outsiders
#eqnz ChCh Operations Centre now activated fully	1	76k_HumAID_humaid_clean.csv	797,797,082,350,223,400	kaikoura_earthquake_2016_train.tsv	earthquake	earthquake	other_relevant_information
@imatrumpgirl Same old, boring, talking points, not one word spoken to his loyalists facing years in prison, or Ashley Babbit. LOSER!	0	150k_archiveteam	1,408,967,125,239,165,000	150k_archiveteam	unknown	unknown	target_zero
if l have the money, l will buy a car	1	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	9,335	crisis_consolidated_informativeness_filtered_lang_en_train.tsv	unknown	unknown	informative
@ConceitedKid_ I miss you bro come back to Mee.	0	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	336,709,756,234,383,360	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	storm	tornado	off-topic
Oh-Oh :/ !! #meteorit http://t.co/gHoPbC7c	0	28k_CrisisLexT26-v1.0_crisilext26_clean.csv	302,612,322,717,941,760	2013_Russia_meteor-tweets_labeled.csv	meteor	meteor	Not related_Not labeled_Not labeled
Floods in #JammuKashmir ! First time in the last 60 years. How much more we need to wait before we take our envrironment seriously ?	1	50k_CrisisNLP_CrisisNLP_clean.csv	508,706,099,965,354,000	2014_Pakistan_floods_CF_labeled_data.tsv	flood	flood	other_useful_information
The latest Military Gifts Specialists! #hurricaneirma #airmen	1	76k_HumAID_humaid_clean.csv	908,936,510,925,353,000	hurricane_irma_2017_train.tsv	storm	hurricane	other_relevant_information
@smashedpenney I am just jealous cause I am 5 min away from the fun but lack a sitter tonight. Lol	0	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	348,321,817,628,385,300	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	flood	flood	off-topic
1990 Nissan Navara Auto King Cab Ute in VGC $3,290.00 ***** Located on the Robina http://t.co/ZpzKN1N0	0	22k_ACL_ICWSM_2018_datasets_acl_icwsm_clean.csv	296,182,909,377,843,200	2013_Queensland_Floods_train.tsv	flood	flood	not_relevant
I liked a @YouTube video https://t.co/6dm1TyzdQd Who Am I to Stand in Your Way (W/ Lyrics) @chestersee	0	150k_archiveteam	1,045,825,849,411,424,300	150k_archiveteam	unknown	unknown	target_zero
@cityofcalgary: .@nenshi Macleod trail is fully open to traffic - they built a road in 1 day #yycroads #yycroads #yyctraffic - Amazing!!	1	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	349,945,510,792,151,040	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	flood	flood	on-topic
Guy Fieri is consistently good and decent and most of the critique about him and his taste in food is classist bullshit, don't @ me.	0	76k_HumAID_humaid_clean.csv	1,062,108,606,802,333,700	california_wildfires_2018_train.tsv	fire	wild_fire	not_humanitarian
Magnitude 1.4 #earthquake, 18.6 km NW of Mammoth Lakes, CA http://t.co/zRxwoJ7NBJ	1	50k_CrisisNLP_CrisisNLP_clean.csv	503,871,841,740,415,000	2014_California_Earthquake.csv	earthquake	earthquake	Other relevant information
Sinner is more dangerous than Sin! These myopic beef-eater rascals will not shun it till inundated frequently by Monsterous Flood Havoc. These homo sapiens, albeit not having cannine teeths, do not know that KERALA IS ABODE OF FIRST SANKARACHARYA-Epitome of SANATAN DHARAM.	1	76k_HumAID_humaid_clean.csv	1,036,580,980,927,000,600	kerala_floods_2018_train.tsv	flood	flood	infrastructure_and_utility_damage
http://t.co/500zARVQHv The Latest on Nepal Quake: Aid Worker in Epicenter District - New York Times #QuakeNewsApp	1	22k_ACL_ICWSM_2018_datasets_acl_icwsm_clean.csv	591,902,740,575,453,200	2015_Nepal_Earthquake_test.tsv	earthquake	earthquake	relevant
RT @creekboii38: I don't trust nobody	0	150k_archiveteam	917,058,162,271,899,600	150k_archiveteam	unknown	unknown	target_zero
A woman along with her son died in house collapse last night in Jalandhar while three persons were killed and two injured when lightning struck them at a village in Bihar's Banka district.	1	30k_disaster-response-classification-main_disres_clean.csv	null	30k_disaster-response-classification-main_disres_clean.csv	storm	storm	aid_related,death,buildings,weather_related,storm
Thanks for your concern. These are now the most destructive fires in California history. At least 5 people have died and thousands have lost their homes and belongings. If you'd like to help, donate here:	1	76k_HumAID_humaid_clean.csv	1,061,277,051,355,914,200	california_wildfires_2018_train.tsv	fire	wild_fire	injured_or_dead_people
Big Bruno in the squad the mora com on big man OA https://t.co/N3xu2aEFvi	0	16k_CrisisMMD_v2.0_crisismmdv2_clean.csv	876,094,560,081,981,400	srilanka_floods_final_data.tsv	flood	flood	not_informative_not_humanitarian
"Hey effing idiot dog owners who run their dogs on their bike in this weather...they are sprinters, not marathon runners. Keep them inside!"	0	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	641,710,510,413,447,200	crisis_consolidated_informativeness_filtered_lang_en_test.tsv	unknown	unknown	not_informative
these folks have done so much good- including helping local fire victims and first responders in LA area @FOXLA	1	76k_HumAID_humaid_clean.csv	1,168,219,633,758,822,400	hurricane_dorian_2019_dev.tsv	storm	hurricane	other_relevant_information
@BurrowsGirl it's a sensitive issue, I think some of them honestly believe abortion is murder	0	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	349,769,984,706,232,300	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	flood	flood	off-topic
Churches respond as death toll from California wild fires hits 80, with 993 people missing	1	76k_HumAID_humaid_clean.csv	1,064,608,430,168,526,800	california_wildfires_2018_train.tsv	fire	wild_fire	injured_or_dead_people
#Nepal can expect more than 30 #aftershocks greater than magnitude 5 over the next month http://t.co/QtmLo3evj3 via @NatureNews	0	22k_ACL_ICWSM_2018_datasets_acl_icwsm_clean.csv	592,593,931,214,291,000	2015_Nepal_Earthquake_test.tsv	earthquake	earthquake	not_relevant
#Maria knocks out power, triggers flooding in Puerto Rico https://t.co/V1DgR9SfSX https://t.co/2CVF9yumhP	1	16k_CrisisMMD_v2.0_crisismmdv2_clean.csv	910,579,574,337,146,900	hurricane_maria_final_data.tsv	storm	hurricane	informative_other_relevant_information
@kassssssssssidy Lol thats what friends are for!💕	0	150k_archiveteam	917,247,757,399,752,700	150k_archiveteam	unknown	unknown	target_zero
Happy Birthday Chance! May all your wishes come true. So proud of you. From Puerto Rico ❤️O9 @chanceperez @InRealLife https://t.co/UBYytRhlrS	0	16k_CrisisMMD_v2.0_crisismmdv2_clean.csv	929,081,799,522,779,100	hurricane_maria_final_data.tsv	storm	hurricane	not_informative_not_humanitarian
As the storm continued to rage, the family made their way with other terrified villagers to the firehouse.	1	30k_disaster-response-classification-main_disres_clean.csv	null	30k_disaster-response-classification-main_disres_clean.csv	storm	storm	aid_related,other_aid,weather_related,storm
Pleiades message HuMetKua Regarding Galactic Window 2015-2030: http://t.co/mjBtKbXxoW I made this short for everyone	0	50k_CrisisNLP_CrisisNLP_clean.csv	574,827,176,299,647,000	Landslides_Worldwide_en.csv	landslide	landslide	Not physical landslide
RT @alicemargon: accordion to a recent survey replacing words with musical instruments in a sentence often goes undetected.	0	150k_archiveteam	917,076,575,258,054,700	150k_archiveteam	unknown	unknown	target_zero
Looking for a place to drop off non-perishable food and new clothing for the victims of Hurricane Harvey?	1	76k_HumAID_humaid_clean.csv	902,657,812,656,001,000	hurricane_harvey_2017_test.tsv	storm	hurricane	other_relevant_information
RT @OvOJankiii: Tha Carter V was fire Young Sinatra IV was fire Lord please let Yandhi be fire too 🙏🏼🔥🔥🔥	0	150k_archiveteam	1,045,881,210,042,495,000	150k_archiveteam	unknown	unknown	target_zero
I'm at Kiewit Infrastructure Co (Edmonton, AB) http://t.co/5lluTn6AT1	0	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	350,032,421,367,992,300	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	flood	flood	off-topic
The injuries are starting!!! Please @dallascowboys stay healthy!!! ????????????	0	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	778,251,337	crisis_consolidated_informativeness_filtered_lang_en_dev.tsv	unknown	unknown	not_informative
#Maria weakens into tropical storm, to move away from #US https://t.co/zq1FtA9YhW https://t.co/LHv0303zWC	1	16k_CrisisMMD_v2.0_crisismmdv2_clean.csv	913,338,746,342,379,500	hurricane_maria_final_data.tsv	storm	hurricane	informative_other_relevant_information
Blue skies here in the Cinqo Ranch area of Houston over a tough area of flooding #Harvey @weatherchannel	1	76k_HumAID_humaid_clean.csv	902,644,655,111,540,700	hurricane_harvey_2017_train.tsv	storm	hurricane	other_relevant_information
As a corporate slave I'm extremely pleased by the majority corporate reaction to #ABFlood #HailCorporate	1	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	348,476,997,179,146,240	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	flood	flood	on-topic
I don't care about your friends in high places, Vocta. Because when I have the appropriate evidence even they won't be	0	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	350,154,978,100,387,840	60k_disaster-watch-classifier-master_disaster_watch_clean.csv	flood	flood	off-topic
Crack me up! Progressive marxist calling for the destruction of Mar-a-Lago. These democrats are deranged psychopaths. I have never heard a conservative 12 presidential election wish harm to anyone or property loss like the democrats have with Dorian. Are we at war?	1	76k_HumAID_humaid_clean.csv	1,168,241,416,226,713,600	hurricane_dorian_2019_test.tsv	storm	hurricane	other_relevant_information
There's a Malayalam saying: When you wear it is bermuda shorts, when I wear it is a mere chaddi" German aid (yes, soft loan" is a form of foreign aid) to clean a river is wawwwww but UAE's financial assistance for #KeralaFloodRelief is thoooo, apparently.	0	76k_HumAID_humaid_clean.csv	1,035,462,114,918,334,500	kerala_floods_2018_train.tsv	flood	flood	not_humanitarian
Six years later, I ve finally felt an earthquake! #eqca	1	14k_eyewitness_tweets_annotations_14k_public_eyewitness_clean.csv	null	earthquakes_eyewitness_crowdflower_2000.tsv	earthquake	earthquake	direct_eyewitness
RT @Crisprtek: the only parts of europe with proper natural desert are italy and spain afaik, white people are not meant to live in deserts	0	150k_archiveteam	1,045,832,472,217,346,000	150k_archiveteam	unknown	unknown	target_zero
Death toll at 39 in Texas as Houston begins to assess the damage left behind by #Harvey.	1	76k_HumAID_humaid_clean.csv	903,652,853,654,274,000	hurricane_harvey_2017_train.tsv	storm	hurricane	injured_or_dead_people
lil tings move when the ritmos flood the room yah https://t.co/s62NT5Vnf4	0	14k_eyewitness_tweets_annotations_14k_public_eyewitness_clean.csv	null	floods_eyewitness_annotations_2000.tsv	flood	flood	dont_know
"Only Black people die of #Ebola in #America #America is #Racist"	0	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	534,597,473,567,006,700	crisis_consolidated_informativeness_filtered_lang_en_train.tsv	unknown	unknown	not_informative
RT @HesNanaYaw: Guess who's shouting Queen Queen 😂😂😂 https://t.co/ADV2iKHTtI	0	150k_archiveteam	1,158,651,754,587,799,600	150k_archiveteam	unknown	unknown	target_zero
The Week the Earth Stood Still: by @nytegan via @nytimes #HurricaneHarvey #climatechange #ClimateAction	1	76k_HumAID_humaid_clean.csv	903,744,229,633,118,200	hurricane_harvey_2017_test.tsv	storm	hurricane	other_relevant_information
RT @STcom: #SGHaze update: Vivian Balakrishnan urges Indonesia to name companies responsible for forest fires http://t.co/Jv2MbXnAOe	1	28k_CrisisLexT26-v1.0_crisilext26_clean.csv	346,892,290,490,523,650	2013_Singapore_haze-tweets_labeled.csv	haze	haze	Related and informative_Other Useful Information_Media
But what do we know of the heart nearest to our own? What do we know of our own heart?	0	150k_archiveteam	1,158,820,021,675,659,300	150k_archiveteam	unknown	unknown	target_zero
TELL TO RED CROSS COMITY THERE ARE LOTS OF VICTIMS THEY NEVER GOT ANY HELP	1	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	5,507	crisis_consolidated_informativeness_filtered_lang_en_train.tsv	unknown	unknown	informative
Listening to Beni Mora by Gustav Holst on Gustav Holst - Orchestral Works. https://t.co/yWhkp14P53 https://t.co/nTdwpozEFF	0	16k_CrisisMMD_v2.0_crisismmdv2_clean.csv	876,714,985,937,883,100	srilanka_floods_final_data.tsv	flood	flood	not_informative_not_humanitarian
Hopefully they will go home anon & everything will be all right again #NepalEarthquake	0	22k_ACL_ICWSM_2018_datasets_acl_icwsm_clean.csv	592,759,160,938,324,000	2015_Nepal_Earthquake_dev.tsv	earthquake	earthquake	not_relevant
Cousin, rain will wet me much the efforts made can be a tent for me because it's very bad for me. said,''time''to me I lay in my car every day wet	1	200k_crisis_datasets_benchmarks_v1.0_informativness_clean.csv	9,926	crisis_consolidated_informativeness_filtered_lang_en_train.tsv	unknown	unknown	informative
RT @HeyTammyBruce: The latest: The Cat5 storm leveled Barbuda, damaging 95% of its buildings & leaving the island barely habitable." http	1	76k_HumAID_humaid_clean.csv	905,636,772,109,066,200	hurricane_irma_2017_test.tsv	storm	hurricane	infrastructure_and_utility_damage
Maria regains strength to become a hurricane, once again https://t.co/ly98R5IdK3 #news #World https://t.co/6ocokzgRn5	1	16k_CrisisMMD_v2.0_crisismmdv2_clean.csv	913,066,714,560,127,000	hurricane_maria_final_data.tsv	storm	hurricane	informative_other_relevant_information
My beautiful Puerto Rico has been destroyed o2 #HurricaneMaria	1	76k_HumAID_humaid_clean.csv	912,103,624,439,889,900	hurricane_maria_2017_test.tsv	storm	hurricane	infrastructure_and_utility_damage
While @SecretaryZinke is pointing fingers at radical environmentalists" for California wildfires, he has been busy stacking his @Interior with Koch brothers plants. #swamp	1	76k_HumAID_humaid_clean.csv	1,065,249,755,700,310,000	california_wildfires_2018_train.tsv	fire	wild_fire	other_relevant_information
New Zealand is bad with earthquakes and tsunami.	1	76k_HumAID_humaid_clean.csv	797,820,960,464,244,700	kaikoura_earthquake_2016_train.tsv	earthquake	earthquake	caution_and_advice
Use my code J5Z1W and get bonus https://t.co/RA54upqFin	0	150k_archiveteam	1,045,897,572,018,270,200	150k_archiveteam	unknown	unknown	target_zero
Just been plotting on the low, scheming on the low a_"C	0	50k_CrisisNLP_CrisisNLP_clean.csv	573,824,743,788,441,600	Landslides_Worldwide_en.csv	landslide	landslide	Not physical landslide
RT @tReTrE1982: I love reading you. You just don't know it. -Tre	0	150k_archiveteam	1,409,020,023,830,687,700	150k_archiveteam	unknown	unknown	target_zero
#HurricaneDorian hitting the Bahamas as a category 5 hurricane. Damage is expected to be devastating. #HurricaneDorian2019	1	76k_HumAID_humaid_clean.csv	1,168,332,636,131,139,600	hurricane_dorian_2019_train.tsv	storm	hurricane	infrastructure_and_utility_damage

End of preview. Expand in Dataset Viewer.

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 added.

Distributions

Source Datasets:

Name	Count
Kaggle 1 - URL	951
Kaggle 2 - URL	579
Kaggle 3 - URL	3782
Zahra et al. - URL	6494
CrisisMMD - URL	11043
Alam et al. - URL	11133
CrisisLexT26 - URL	14998
Imran et al. - URL	16549
CrisisLexT6 - URL	22672
HumAID - URL	42837
CrisisBench - URL	31158
ArchiveTeam - URL	49191
Total	211387

Total Event counts:

Type	Non-Informative	Informative	Total
Unknown	61880	14740	76620
Storm	20944	47301	68245
Flood	13104	14637	27741
Earthquake	7844	15549	23393
Fire	2343	8595	10938
Landslide	2392	384	2776
Meteorite	193	545	738
Haze	51	503	554
Volcano	243	139	382

Downloads last month: 85

Edit dataset card

Size of downloaded dataset files:

49.8 MB

Size of the auto-converted Parquet files:

21.1 MB

Number of rows:

211,387