Datasets:

jcblaise
/

dengue_filipino

	---
	annotations_creators:
	- crowdsourced
	- machine-generated
	language_creators:
	- crowdsourced
	language:
	- tl
	license:
	- unknown
	multilinguality:
	- monolingual
	size_categories:
	- 1K<n<10K
	source_datasets:
	- original
	task_categories:
	- text-classification
	task_ids:
	- multi-class-classification
	paperswithcode_id: dengue
	pretty_name: Dengue Dataset in Filipino
	dataset_info:
	features:
	- name: text
	dtype: string
	- name: absent
	dtype:
	class_label:
	names:
	'0': '0'
	'1': '1'
	- name: dengue
	dtype:
	class_label:
	names:
	'0': '0'
	'1': '1'
	- name: health
	dtype:
	class_label:
	names:
	'0': '0'
	'1': '1'
	- name: mosquito
	dtype:
	class_label:
	names:
	'0': '0'
	'1': '1'
	- name: sick
	dtype:
	class_label:
	names:
	'0': '0'
	'1': '1'
	splits:
	- name: train
	num_bytes: 428549
	num_examples: 4015
	- name: test
	num_bytes: 57364
	num_examples: 500
	- name: validation
	num_bytes: 54380
	num_examples: 500
	download_size: 156014
	dataset_size: 540293
	---

	# Dataset Card for Dengue Dataset in Filipino

	## Table of Contents
	- [Dataset Description](#dataset-description)
	- [Dataset Summary](#dataset-summary)
	- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
	- [Languages](#languages)
	- [Dataset Structure](#dataset-structure)
	- [Data Instances](#data-instances)
	- [Data Fields](#data-fields)
	- [Data Splits](#data-splits)
	- [Dataset Creation](#dataset-creation)
	- [Curation Rationale](#curation-rationale)
	- [Source Data](#source-data)
	- [Annotations](#annotations)
	- [Personal and Sensitive Information](#personal-and-sensitive-information)
	- [Considerations for Using the Data](#considerations-for-using-the-data)
	- [Social Impact of Dataset](#social-impact-of-dataset)
	- [Discussion of Biases](#discussion-of-biases)
	- [Other Known Limitations](#other-known-limitations)
	- [Additional Information](#additional-information)
	- [Dataset Curators](#dataset-curators)
	- [Licensing Information](#licensing-information)
	- [Citation Information](#citation-information)
	- [Contributions](#contributions)

	## Dataset Description

	- Homepage: [Dengue Dataset in Filipino homepage](https://github.com/jcblaisecruz02/Filipino-Text-Benchmarks)
	- Repository: [Dengue Dataset in Filipino repository](https://github.com/jcblaisecruz02/Filipino-Text-Benchmarks)
	- Paper: [IEEE paper](https://ieeexplore.ieee.org/document/8459963)
	- Leaderboard:
	- Point of Contact: [Jan Christian Cruz](mailto:jan_christian_cruz@dlsu.edu.ph)

	### 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](mailto:jan_christian_cruz@dlsu.edu.ph)

	### 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](https://github.com/anaerobeth) for adding this dataset.