Datasets:
hate_speech18

	---
	annotations_creators:
	- found
	language_creators:
	- found
	language:
	- en
	license:
	- cc-by-sa-3.0
	multilinguality:
	- monolingual
	size_categories:
	- 10K<n<100K
	source_datasets:
	- original
	task_categories:
	- text-classification
	task_ids:
	- intent-classification
	paperswithcode_id: hate-speech
	pretty_name: Hate Speech
	dataset_info:
	features:
	- name: text
	dtype: string
	- name: user_id
	dtype: int64
	- name: subforum_id
	dtype: int64
	- name: num_contexts
	dtype: int64
	- name: label
	dtype:
	class_label:
	names:
	'0': noHate
	'1': hate
	'2': idk/skip
	'3': relation
	splits:
	- name: train
	num_bytes: 1375340
	num_examples: 10944
	download_size: 3664530
	dataset_size: 1375340
	train-eval-index:
	- config: default
	task: text-classification
	task_id: multi_class_classification
	splits:
	train_split: train
	col_mapping:
	text: text
	label: target
	metrics:
	- type: accuracy
	name: Accuracy
	- type: f1
	name: F1 macro
	args:
	average: macro
	- type: f1
	name: F1 micro
	args:
	average: micro
	- type: f1
	name: F1 weighted
	args:
	average: weighted
	- type: precision
	name: Precision macro
	args:
	average: macro
	- type: precision
	name: Precision micro
	args:
	average: micro
	- type: precision
	name: Precision weighted
	args:
	average: weighted
	- type: recall
	name: Recall macro
	args:
	average: macro
	- type: recall
	name: Recall micro
	args:
	average: micro
	- type: recall
	name: Recall weighted
	args:
	average: weighted
	---

	# Dataset Card for [Dataset Name]

	## 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: https://github.com/Vicomtech/hate-speech-dataset
	- Repository: https://github.com/Vicomtech/hate-speech-dataset
	- Paper: https://www.aclweb.org/anthology/W18-51.pdf
	- Leaderboard:
	- Point of Contact:

	### Dataset Summary

	These files contain text extracted from Stormfront, a white supremacist forum. A random set of forums posts have been sampled from
	several subforums and split into sentences. Those sentences have been manually labelled as containing hate speech or not, according
	to certain annotation guidelines.

	### Supported Tasks and Leaderboards

	[More Information Needed]

	### Languages

	English

	## Dataset Structure

	### Data Instances

	[More Information Needed]

	### Data Fields

	- text: the provided sentence
	- user_id: information to make it possible to re-build the conversations these sentences belong to
	- subforum_id: information to make it possible to re-build the conversations these sentences belong to
	- num_contexts: number of previous posts the annotator had to read before making a decision over the category of the sentence
	- label: hate, noHate, relation (sentence in the post doesn't contain hate speech on their own, but combination of serveral sentences does)
	or idk/skip (sentences that are not written in English or that don't contain information as to be classified into hate or noHate)

	### 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

	[More Information Needed]

	### Licensing Information

	[More Information Needed]

	### Citation Information

	```
	@inproceedings{gibert2018hate,
	title = "{Hate Speech Dataset from a White Supremacy Forum}",
	author = "de Gibert, Ona and
	Perez, Naiara and
	Garc{\'\i}a-Pablos, Aitor and
	Cuadros, Montse",
	booktitle = "Proceedings of the 2nd Workshop on Abusive Language Online ({ALW}2)",
	month = oct,
	year = "2018",
	address = "Brussels, Belgium",
	publisher = "Association for Computational Linguistics",
	url = "https://www.aclweb.org/anthology/W18-5102",
	doi = "10.18653/v1/W18-5102",
	pages = "11--20",
	}
	```

	### Contributions

	Thanks to [@czabo](https://github.com/czabo) for adding this dataset.