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Datasets:
dengue_filipino

Tasks:
Text Classification
Sub-tasks: multi-class-classification
Languages: Tagalog
Multilinguality: monolingual
Size Categories: 1K<n<10K
Language Creators: crowdsourced
Annotations Creators: crowdsourced machine-generated
Source Datasets: original
License: unknown
Dataset card Files Community
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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)
0 (0)
1 (1)
0 (0)
1 (1)
"NUNG NA DENGUE AKO https://t.co/RpZ6pkIL1e"
0 (0)
1 (1)
1 (1)
0 (0)
1 (1)
"is it a fever or the weather"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Lord help the sick people ?"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Maternity watch. #OBJI #OBGYN #whereismymomma @ Silliman University Medical Center Foundation, Inc. https://t.co/HDl6BRuDQF"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"? @ St. Therese Hospital https://t.co/rb2V4O5m8L"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"nawala yung lagnat ko dahil kay deib omg hahshahaha"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Kinain na ko ng cooking fever ??"
0 (0)
0 (0)
0 (0)
0 (0)
0 (0)
"pati lamok sinasampal ko XD #PBBPADALUCKMAYWARD"
0 (0)
0 (0)
0 (0)
1 (1)
0 (0)
"Eh bakit kalamok"
0 (0)
0 (0)
0 (0)
1 (1)
0 (0)
"Hanep na lamok isang kagat nyo pa kakagatin ko na kayo. ?"
0 (0)
0 (0)
0 (0)
1 (1)
0 (0)
"Lagnat ?? Leave me alone please ?? I wanna sleep ???"
0 (0)
0 (0)
1 (1)
0 (0)
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)
0 (0)
1 (1)
0 (0)
0 (0)
"Ayaw parin ako iwan ng sipon ko ?"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"absent ako bukas, hahahahha https://t.co/sxTq0x48Zh"
1 (1)
0 (0)
0 (0)
0 (0)
0 (0)
"Parang lalagnatin ata ako"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Ang daming lamok sa labas, need ko ng katol. PLDT panira bakit ka nag loloko. #PBBPADALUCKKISSYONG"
0 (0)
0 (0)
0 (0)
1 (1)
0 (0)
"sadly, we had to take our dinner dito sa hospital ... just because we had to ?"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"Ngiti ng discharge ? ? @ CP Reyes Hospital https://t.co/hwiavHkSY5"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"Apart from the obvious, the reason why I hate being sick is cos I don't like taking meds. They make me feel toxic ??"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"So sick of being me, sucks to be me djsjsjsj"
0 (0)
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0 (0)
0 (0)
0 (0)
"Hirap ng may sipon. ?"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"nilalagnat siya :("
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Feverish"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Yan na lagnat na sya!!! Lalaban pa ako bukas ano na hoy!!!"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Centura Medical Makati :) https://t.co/H2dXn6u1Qm"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"Down with fever again?????and i feel stupid? #greatcombination https://t.co/fUPDMs8Lz7"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"@aikohollic I think I'm getting sick"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"@_ariannemarylee oo tara haha halfday tayo sa sat"
1 (1)
0 (0)
0 (0)
0 (0)
0 (0)
"tangina sinat again ?"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Pagoda na si Tata and maaga call time bukas pero pupunasan padin kita baby para bumaba na lagnat mo. ?"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"I hate hospitals. Salute to all doctors and nurses who can handle being here everyday."
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"madam trish: .... for its note madam kars: .... for its loan meh: .... fruits note HAHAHAHAHA kingina basta dictation, napapa doctor ih"
0 (0)
0 (0)
0 (0)
0 (0)
0 (0)
"Lamokkkk ?"
0 (0)
0 (0)
0 (0)
1 (1)
0 (0)
"@aikohollic physical. Duh. Ikaw lang naman emotional sick eh"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"yung lagnat ko parang wifi namen, nawawala bumabalik ???"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"@liyarneeyrows aduh!! mg'sindi nlng cguro kog katol ani para di ko lamokon ug hinulat ??"
0 (0)
0 (0)
0 (0)
1 (1)
0 (0)
"Nagrereseta yung nurse ko, gaas daw na may kahot tapos asin. Hahahaha ??"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"thank you for staying while i have fever @aka_francium @FalkawnPawnch69 ?"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Excited to check how much weight I lost after this unfortunate illness."
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Sa hospital Toxic. Stresstabs. #PBBPADALUCKMAYWARD"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"sinisipon na naman"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"feeling ko lalagnatin ako, tas di ako makakapasok bukas HAHAHAHAHA"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"para kong lalagnatin kakalaro ng mobile legends hahahahaha"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Iritang-irita na ako sa ubo at sipon ko. Anuna. Mamamatay na ako feeling ko. Hahahahaha chena!!! ?"
0 (0)
0 (0)
1 (1)
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1 (1)
"@PeriJeorge it will mean the world to me *COUGH"
0 (0)
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0 (0)
"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"
0 (0)
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"sa wakas nakahanap din akonng makakakwentuhan about dun sa doctor stranger??????????? @shhrdz"
0 (0)
0 (0)
0 (0)
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0 (0)
"@dandydandyyy wala pa rin makatalo sa beauty mo ?"
0 (0)
0 (0)
0 (0)
0 (0)
0 (0)
"more medical drama pls ?"
0 (0)
0 (0)
0 (0)
0 (0)
0 (0)
"To fall in love you have to be in the state of mind for it to take, like a disease. #PBBPADALUCKKISSYONG"
0 (0)
0 (0)
0 (0)
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0 (0)
"Helo mga doctora... #nomorebraces @ White Sparkle Dental Clinic https://t.co/0u8WRw1uzh"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"Hasola aning pa sugod ang sipon uy huhu"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
":: An HMO that protects for P100M annually for hospital treatments? https://t.co/6YshebK5cO"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"Pg inatake ng sipon? https://t.co/n0ETqkiDbk"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Morning sana ang class picture kay absent ako bukas hapon"
1 (1)
0 (0)
0 (0)
0 (0)
0 (0)
"If symptoms persist consult your doctor. #PBBPADALUCKKISSYONG"
0 (0)
0 (0)
1 (1)
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0 (0)
"Kalamok hanep"
0 (0)
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1 (1)
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"Sipon and now ?? again and again ??"
0 (0)
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1 (1)
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1 (1)
"Naay kulang kay gutom na ????? @ Northern Mindanao Medical Center https://t.co/ijeFaDysCK"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"Love is a serious mental disease. #PBBPADALUCKMAYWARD"
0 (0)
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0 (0)
"Sick ?"
0 (0)
0 (0)
1 (1)
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1 (1)
"Sick of deadlines ???"
0 (0)
0 (0)
0 (0)
0 (0)
0 (0)
"ngano naay mga ani na disease . fuck"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Lizquen Fever #PBBLizQuenIsBack https://t.co/aKUX7WjmSn"
0 (0)
0 (0)
0 (0)
0 (0)
0 (0)
"Sick"
0 (0)
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1 (1)
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1 (1)
"so ayun po nga bes bumalik yung lagnat ko hehe galingg"
0 (0)
0 (0)
1 (1)
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1 (1)
"11:11 phypharm lab & lec ? hospi lab & lec ? hospital internship ? biochem lab & lec"
0 (0)
0 (0)
1 (1)
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0 (0)
"fuck mosquitos"
0 (0)
0 (0)
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1 (1)
0 (0)
"kaasar kang sipon ka"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"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"
0 (0)
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"? (at @AsianHospital and Medical Center in Muntinlupa City, Metro Manila) https://t.co/08E11EOc5k"
0 (0)
0 (0)
1 (1)
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0 (0)
"Ang kikiri ng mga lamok ngayon! Bwusit"
0 (0)
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0 (0)
1 (1)
0 (0)
"Sipon ?"
0 (0)
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1 (1)
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1 (1)
"Doctor with bangs https://t.co/CCXcFLxbEZ"
0 (0)
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0 (0)
"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)
0 (0)
1 (1)
0 (0)
1 (1)
"Nilalagnat nanaman ako tangina"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Centuria Medical Makati https://t.co/MnnjZBejPI"
0 (0)
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1 (1)
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0 (0)
"Sick ?"
0 (0)
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1 (1)
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1 (1)
""died of severe headache and colds" this is what they'll write on my autopsy"
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1 (1)
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1 (1)
"papasok hindi mag aabsent!?"
0 (0)
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"Tempting mag absent tom. But NO."
0 (0)
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"Iba naman pala manood ng #Doctorstrange pang matalino! Haha"
0 (0)
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0 (0)
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0 (0)
"Im Hairy... Hairy Potter... @ San Jose District Hospital, San Jose Occidental Mindoro https://t.co/duTGgrocEG"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"Coughing like there's no tomorrow ???"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"9 months of internship ngayon lang ako nakapag absent! Backache pa more?"
1 (1)
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1 (1)
0 (0)
1 (1)
"Dina ako aabsent sa accounting."
0 (0)
0 (0)
0 (0)
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"Minsan ka nanga lang aabsent dun sa nag discuss siya ng bongga. very wrong!"
1 (1)
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0 (0)
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"Oo absent automatic https://t.co/VL2RRwGKMi"
1 (1)
0 (0)
0 (0)
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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)
0 (0)
1 (1)
0 (0)
0 (0)
"Just posted a photo @ Dr. JP Rizal District Hospital https://t.co/YMSSZ6eIXT"
0 (0)
0 (0)
1 (1)
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0 (0)
"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)
0 (0)
1 (1)
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0 (0)
"Na-Homesick ata talaga ako? Hahaha??"
0 (0)
0 (0)
0 (0)
0 (0)
0 (0)
"I'm at Caraga Regional Hospital in Surigao City https://t.co/SLBCfO73jF"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"sick of losing soulmates"
0 (0)
0 (0)
0 (0)
0 (0)
0 (0)
"I'm at Caraga Regional Hospital Blood Bank in Surigao City, Surigao Del Norte https://t.co/7gyAJxIoya"
0 (0)
0 (0)
1 (1)
0 (0)
0 (0)
"High fever ???"
0 (0)
0 (0)
1 (1)
0 (0)
1 (1)
"Particle Fever #PBBPADALUCKMAYWARD"
0 (0)
0 (0)
0 (0)
0 (0)
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.

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Homepage:
Dengue Dataset in Filipino homepage
Repository:
Dengue Dataset in Filipino repository
Paper:
IEEE paper
Leaderboard:
Leaderboard:
Point of Contact:
Jan Christian Cruz