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text (string)absent (class label)dengue (class label)health (class label)mosquito (class label)sick (class label)
Not a good time to get sick.
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NUNG NA DENGUE AKO https://t.co/RpZ6pkIL1e
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is it a fever or the weather
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Lord help the sick people ?
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Maternity watch. #OBJI #OBGYN #whereismymomma @ Silliman University Medical Center Foundation, Inc. https://t.co/HDl6BRuDQF
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? @ St. Therese Hospital https://t.co/rb2V4O5m8L
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nawala yung lagnat ko dahil kay deib omg hahshahaha
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Kinain na ko ng cooking fever ??
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pati lamok sinasampal ko XD #PBBPADALUCKMAYWARD
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Eh bakit kalamok
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Hanep na lamok isang kagat nyo pa kakagatin ko na kayo. ?
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Lagnat ?? Leave me alone please ?? I wanna sleep ???
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when ur in the middle of a rlly good conversation and the nurse at the clinic told u to get out ? mahina lang kaya boses namin tss
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Ayaw parin ako iwan ng sipon ko ?
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absent ako bukas, hahahahha https://t.co/sxTq0x48Zh
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Parang lalagnatin ata ako
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Ang daming lamok sa labas, need ko ng katol. PLDT panira bakit ka nag loloko. #PBBPADALUCKKISSYONG
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sadly, we had to take our dinner dito sa hospital ... just because we had to ?
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Ngiti ng discharge ? ? @ CP Reyes Hospital https://t.co/hwiavHkSY5
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Apart from the obvious, the reason why I hate being sick is cos I don't like taking meds. They make me feel toxic ??
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So sick of being me, sucks to be me djsjsjsj
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Hirap ng may sipon. ?
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nilalagnat siya :(
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Feverish
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Yan na lagnat na sya!!! Lalaban pa ako bukas ano na hoy!!!
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Centura Medical Makati :) https://t.co/H2dXn6u1Qm
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Down with fever again?????and i feel stupid? #greatcombination https://t.co/fUPDMs8Lz7
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@aikohollic I think I'm getting sick
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@_ariannemarylee oo tara haha halfday tayo sa sat
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tangina sinat again ?
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Pagoda na si Tata and maaga call time bukas pero pupunasan padin kita baby para bumaba na lagnat mo. ?
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I hate hospitals. Salute to all doctors and nurses who can handle being here everyday.
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madam trish: .... for its note madam kars: .... for its loan meh: .... fruits note HAHAHAHAHA kingina basta dictation, napapa doctor ih
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Lamokkkk ?
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@aikohollic physical. Duh. Ikaw lang naman emotional sick eh
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yung lagnat ko parang wifi namen, nawawala bumabalik ???
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@liyarneeyrows aduh!! mg'sindi nlng cguro kog katol ani para di ko lamokon ug hinulat ??
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Nagrereseta yung nurse ko, gaas daw na may kahot tapos asin. Hahahaha ??
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thank you for staying while i have fever @aka_francium @FalkawnPawnch69 ?
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Excited to check how much weight I lost after this unfortunate illness.
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Sa hospital Toxic. Stresstabs. #PBBPADALUCKMAYWARD
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sinisipon na naman
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feeling ko lalagnatin ako, tas di ako makakapasok bukas HAHAHAHAHA
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para kong lalagnatin kakalaro ng mobile legends hahahahaha
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Iritang-irita na ako sa ubo at sipon ko. Anuna. Mamamatay na ako feeling ko. Hahahahaha chena!!! ?
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@PeriJeorge it will mean the world to me *COUGH
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When passengers movies is on hd for a week?????whooooooooo! But doctor strange sucks!sd only
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jk lang gusto ko pa maging doctor
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sa wakas nakahanap din akonng makakakwentuhan about dun sa doctor stranger??????????? @shhrdz
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@dandydandyyy wala pa rin makatalo sa beauty mo ?
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more medical drama pls ?
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To fall in love you have to be in the state of mind for it to take, like a disease. #PBBPADALUCKKISSYONG
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Helo mga doctora... #nomorebraces @ White Sparkle Dental Clinic https://t.co/0u8WRw1uzh
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Hasola aning pa sugod ang sipon uy huhu
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:: An HMO that protects for P100M annually for hospital treatments? https://t.co/6YshebK5cO
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Pg inatake ng sipon? https://t.co/n0ETqkiDbk
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Morning sana ang class picture kay absent ako bukas hapon
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If symptoms persist consult your doctor. #PBBPADALUCKKISSYONG
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Kalamok hanep
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Sipon and now ?? again and again ??
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Naay kulang kay gutom na ????? @ Northern Mindanao Medical Center https://t.co/ijeFaDysCK
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Love is a serious mental disease. #PBBPADALUCKMAYWARD
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Sick ?
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Sick of deadlines ???
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ngano naay mga ani na disease . fuck
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Lizquen Fever #PBBLizQuenIsBack https://t.co/aKUX7WjmSn
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Sick
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so ayun po nga bes bumalik yung lagnat ko hehe galingg
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11:11 phypharm lab & lec ? hospi lab & lec ? hospital internship ? biochem lab & lec
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fuck mosquitos
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kaasar kang sipon ka
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Do not forget to show hospitality to strangers, for by so doing some people have shown hospitality to angels w/o knowing it. #ALDUBxDTBYSoon
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Do not forget to show hospitality to strangers, for by so doing some people have shown hospitality ? #ALDUBxDTBYSoon https://t.co/Ajz46VAfb8
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? (at @AsianHospital and Medical Center in Muntinlupa City, Metro Manila) https://t.co/08E11EOc5k
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Ang kikiri ng mga lamok ngayon! Bwusit
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Sipon ?
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Doctor with bangs https://t.co/CCXcFLxbEZ
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alangan naman na magabsent ako ulit kakapasa ko lng excuse letter ko with med.certificate...baka di ko kayanin bukas grabe ang sakit niya?
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Nilalagnat nanaman ako tangina
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Centuria Medical Makati https://t.co/MnnjZBejPI
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Sick ?
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"died of severe headache and colds" this is what they'll write on my autopsy
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papasok hindi mag aabsent!?
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Tempting mag absent tom. But NO.
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Iba naman pala manood ng #Doctorstrange pang matalino! Haha
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Im Hairy... Hairy Potter... @ San Jose District Hospital, San Jose Occidental Mindoro https://t.co/duTGgrocEG
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Coughing like there's no tomorrow ???
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9 months of internship ngayon lang ako nakapag absent! Backache pa more?
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Dina ako aabsent sa accounting.
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Minsan ka nanga lang aabsent dun sa nag discuss siya ng bongga. very wrong!
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Oo absent automatic https://t.co/VL2RRwGKMi
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Odiba di ko expected na mag babantay ako sa hospital wala akong dala kundi sarili ko at powerbank hahahaha
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Just posted a photo @ Dr. JP Rizal District Hospital https://t.co/YMSSZ6eIXT
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There's a lot of bullying stuff going on right now. I should be working but I have to sleep coz I still my medical appointment tom ?
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Na-Homesick ata talaga ako? Hahaha??
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I'm at Caraga Regional Hospital in Surigao City https://t.co/SLBCfO73jF
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sick of losing soulmates
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I'm at Caraga Regional Hospital Blood Bank in Surigao City, Surigao Del Norte https://t.co/7gyAJxIoya
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High fever ???
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Particle Fever #PBBPADALUCKMAYWARD
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End of preview (truncated to 100 rows)

Dataset Card for Dengue Dataset in Filipino

Dataset Summary

Benchmark dataset for low-resource multiclass classification, with 4,015 training, 500 testing, and 500 validation examples, each labeled as part of five classes. Each sample can be a part of multiple classes. Collected as tweets.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

The dataset is primarily in Filipino, with the addition of some English words commonly used in Filipino vernacular.

Dataset Structure

Data Instances

Sample data:

{
  "text": "Tapos ang dami pang lamok.",
  "absent": "0",
  "dengue": "0",
  "health": "0",
  "mosquito": "1",
  "sick": "0"
}

Data Fields

[More Information Needed]

Data Splits

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

Jan Christian Cruz

Licensing Information

[More Information Needed]

Citation Information

@INPROCEEDINGS{8459963, author={E. D. {Livelo} and C. {Cheng}}, booktitle={2018 IEEE International Conference on Agents (ICA)}, title={Intelligent Dengue Infoveillance Using Gated Recurrent Neural Learning and Cross-Label Frequencies}, year={2018}, volume={}, number={}, pages={2-7}, doi={10.1109/AGENTS.2018.8459963}} }

Contributions

Thanks to @anaerobeth for adding this dataset.

Update on GitHub
Papers with Code