CrisisNLP — 2014_Philippines_Typhoon_Hagupit_en

A Twitter dataset of 9,676 tweets from 2014_Philippines_Typhoon_Hagupit_en, collected by CrisisNLP Research Group for 2014_Philippines_Typhoon_Hagupit_en crisis. Each record contains tweet text, humanitarian category label, timestamp, user metadata. Crisis-related tweets from the 2014_Philippines_Typhoon_Hagupit_en event. Suitable for crisis informatics, humanitarian response, text classification.

#Crisis informatics#Crisisnlp#Humanitarian category#Philippines#Typhoon hagupit

Download withheld (licence: tweet IDs only) BibTeX JSONSimilar datasets

Analytics

8.2
Flesch–Kincaid grade
US school grade level
12.3
Automated readability index
Frequent terms
rubyphtyphoonhagupitphilippinessaferuby__fstormpraytyphoonhagupitprayforthephilippinesstaynewsgodwalangpasokmanilahelppeoplerainstrongdeadsuperfleelandfallmillion2014goodslamspowerfullikeprayinghomesdisasterclimateguysweatherclasseswindstomorrowtodayphilippineeasterntaclobanevacuationupdatecitytropicalhitslethit
Topic clusters

Topic 0

rubyph
away
rude
welcome
ruby
dear
fuck
goodbye

Topic 1

prayforthephilippine
prayforthephilippines
safe
immaculate
pray
good
prayforvisayas
guy

Topic 2

million
flee
evacuate
near
thousand
typhoon
philippines
massive

Topic 3

philippines
pray
typhoonhagupit
typhoon
prayer
philippine
hear
family

Topic 4

walangpasok
class
tomorrow
december
level
bukas
announcement
good

Topic 5

cebu
manila
rubyph
god
filipinos
bless
stay
metro

Topic 6

hagupit
sanchez
korina
blog
japan
comment
live
wish

Topic 7

hagupit
philippines
typhoon
hit
philippine
landfall
likely
flood

Topic 8

hagupit
typhoon
wind
picture
tweet
tropical
landfall
mph

Topic 9

typhoonhagupit
typhoonruby
prayforthephilippine
safe
update
come
prayforthephilippines
pray

Topic 10

masbate
storm
pagasa
samar
expect
landfall
rubyph
signal

Topic 11

rain
wind
heavy
rubyph
strong
away
hard
pour
Show all 33 topics

Topic 12

help
philippines
aid
need
philippine
prayforthephilippine
provide
wfp

Topic 13

suspend
class
walangpasok
level
tomorrow
suspension
december
work

Topic 14

cold
weather
bed
rubyph
morning
gloomy
afternoon
warm

Topic 15

ruby
cyclone
severe
bulletin
typhoon
tropical
warning
weather

Topic 16

pray
rubyph
let
god
country
lang
prayer
ingat

Topic 17

volunteer
emergency
reliefph
relief
hotline
dswd
rubyph
rubyresponse

Topic 18

ruby
philippine
typhoon
philippines
manila
news
filipino
bangtan

Topic 19

batter
dead
batters
powerful
deadly
philippines
hits
typhoon

Topic 20

trend
yungcrushmona
pht
thingstodopagmalamig
trbinmanila
ericgarner
bestnewartist
battlesph

Topic 21

safe
rubyph
insensitive
guyth
pipol
sense
abscbn
mla

Topic 22

climate
action
spark
nature
climatejustice
crisis
hold
catastrophe

Topic 23

philippines
typhoon
response
beware
ago
fury
time
learn

Topic 24

god
bless
thank
safe
rubyph
stay
lord
bring

Topic 25

weaken
philippine
dead
storm
manila
weakened
knock
hagupit

Topic 26

sleep
good
morning
night
goodnight
rubyph
monday
safe

Topic 27

sweep
philippines
typhoon
usa
summer
news
world
laundry

Topic 28

stay
safe
rubyph
vigilant
careful
everybody
thing
guise

Topic 29

tear
home
kill
dead
hagupit
apart
typhoon
weary

Topic 30

pray
safe
rubyph
stay
prayforthephilippine
prayer
prayforthephilippines
guy

Topic 31

family
fund
unicef
affect
relief
hygiene
help
kit

Topic 32

slam
eastern
central
smash
slams
philippines
hagupit
powerful
Top hashtags
#rubyph3.9K
#hagupit1.3K
#philippines516
#typhoonhagupit486
#prayforthephilippines469
#walangpasok384
#typhoon291
#typhoonruby144
#news130
#ruby90
#cop2072
#yungcrushmona69
#thingstodopagmalamig55
#tacloban52
#asktroye49
#wordpress49
#nevssd46
#reliefph40
#trbinmanila39
#battlesph37
Top emoji
􁯱1

Computed over the full corpus.

Record

Catalog key
crisisnlp-2014_Philippines_Typhoon_Hagupit_en
Authors
Imran, Muhammad; Mitra, Prasenjit; Castillo, Carlos
Year
2016
Source paper
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages
DOI / arXiv
10.48550/arXiv.1605.05894
License
See source page for citation/usage terms (CrisisNLP dataset)
Records
9,676
Text corpus
tweet text
Languages
en
Collected
2014 (2010s)
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://github.com/ChenBeici/SocialED_datasets/tree/main/raw_data/CrisisNLP link checked

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@misc{https://doi.org/10.48550/arxiv.1605.05894,
  doi       = {10.48550/ARXIV.1605.05894},
  url       = {https://arxiv.org/abs/1605.05894},
  author    = {Imran, Muhammad and Mitra, Prasenjit and Castillo, Carlos},
  keywords  = {Computation and Language (cs.CL), Computers and Society (cs.CY), Social and Information Networks (cs.SI), FOS: Computer and information sciences, FOS: Computer and information sciences},
  title     = {Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages},
  publisher = {arXiv},
  year      = {2016},
  copyright = {arXiv.org perpetual, non-exclusive license}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Imran, M., Mitra, P., & Castillo, C. (2016). CrisisNLP — 2014_Philippines_Typhoon_Hagupit_en [Data set]. https://doi.org/10.48550/arXiv.1605.05894

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Imran, Muhammad, et al. CrisisNLP — 2014_Philippines_Typhoon_Hagupit_en. 2016, doi.org/10.48550/arXiv.1605.05894.

BibTeX · RIS · CSL-JSON

Similar datasets 10 all with scores →