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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."
0 (0)
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1 (1)
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1 (1)
"NUNG NA DENGUE AKO https://t.co/RpZ6pkIL1e"
0 (0)
1 (1)
1 (1)
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1 (1)
"is it a fever or the weather"
0 (0)
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1 (1)
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1 (1)
"Lord help the sick people ?"
0 (0)
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1 (1)
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1 (1)
"Maternity watch. #OBJI #OBGYN #whereismymomma @ Silliman University Medical Center Foundation, Inc. https://t.co/HDl6BRuDQF"
0 (0)
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1 (1)
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"? @ St. Therese Hospital https://t.co/rb2V4O5m8L"
0 (0)
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1 (1)
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"nawala yung lagnat ko dahil kay deib omg hahshahaha"
0 (0)
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1 (1)
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1 (1)
"Kinain na ko ng cooking fever ??"
0 (0)
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"pati lamok sinasampal ko XD #PBBPADALUCKMAYWARD"
0 (0)
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1 (1)
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"Eh bakit kalamok"
0 (0)
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1 (1)
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"Hanep na lamok isang kagat nyo pa kakagatin ko na kayo. ?"
0 (0)
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1 (1)
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"Lagnat ?? Leave me alone please ?? I wanna sleep ???"
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1 (1)
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1 (1)
"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"
0 (0)
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1 (1)
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"Ayaw parin ako iwan ng sipon ko ?"
0 (0)
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1 (1)
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1 (1)
"absent ako bukas, hahahahha https://t.co/sxTq0x48Zh"
1 (1)
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0 (0)
"Parang lalagnatin ata ako"
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1 (1)
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1 (1)
"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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1 (1)
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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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1 (1)
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1 (1)
"So sick of being me, sucks to be me djsjsjsj"
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"Hirap ng may sipon. ?"
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1 (1)
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"nilalagnat siya :("
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1 (1)
"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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1 (1)
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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"
1 (1)
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"tangina sinat again ?"
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1 (1)
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1 (1)
"Pagoda na si Tata and maaga call time bukas pero pupunasan padin kita baby para bumaba na lagnat mo. ?"
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1 (1)
"I hate hospitals. Salute to all doctors and nurses who can handle being here everyday."
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1 (1)
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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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1 (1)
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"@aikohollic physical. Duh. Ikaw lang naman emotional sick eh"
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1 (1)
"yung lagnat ko parang wifi namen, nawawala bumabalik ???"
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1 (1)
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1 (1)
"@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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1 (1)
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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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1 (1)
"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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1 (1)
"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"
1 (1)
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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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1 (1)
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"Sick of deadlines ???"
0 (0)
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"ngano naay mga ani na disease . fuck"
0 (0)
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1 (1)
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1 (1)
"Lizquen Fever #PBBLizQuenIsBack https://t.co/aKUX7WjmSn"
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"Sick"
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1 (1)
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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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1 (1)
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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?"
1 (1)
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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"
0 (0)
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1 (1)
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"Coughing like there's no tomorrow ???"
0 (0)
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"9 months of internship ngayon lang ako nakapag absent! Backache pa more?"
1 (1)
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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!"
1 (1)
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"Oo absent automatic https://t.co/VL2RRwGKMi"
1 (1)
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"Odiba di ko expected na mag babantay ako sa hospital wala akong dala kundi sarili ko at powerbank hahahaha"
0 (0)
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1 (1)
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"Just posted a photo @ Dr. JP Rizal District Hospital https://t.co/YMSSZ6eIXT"
0 (0)
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1 (1)
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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 ?"
0 (0)
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1 (1)
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"Na-Homesick ata talaga ako? Hahaha??"
0 (0)
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"I'm at Caraga Regional Hospital in Surigao City https://t.co/SLBCfO73jF"
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1 (1)
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"sick of losing soulmates"
0 (0)
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"I'm at Caraga Regional Hospital Blood Bank in Surigao City, Surigao Del Norte https://t.co/7gyAJxIoya"
0 (0)
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1 (1)
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0 (0)
"High fever ???"
0 (0)
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1 (1)
0 (0)
1 (1)
"Particle Fever #PBBPADALUCKMAYWARD"
0 (0)
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0 (0)
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.