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Datasets:
ctoraman
/
large-scale-hate-speech-v1

Tasks:
Text Classification
Modalities:
Tabular
Formats:
csv
Languages:
English
Size:
100K - 1M
Tags:
hate speech
hate speech detection
hate-speech
tweets
social media
topic
Libraries:
Datasets
pandas
License:
Dataset card Viewer Files Community
1
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TweetID
int64
1,232,660,794B
1,377,410,374B
LangID
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HateLabel
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End of preview. Expand in Dataset Viewer.

The dataset published in the LREC 2022 paper "Large-Scale Hate Speech Detection with Cross-Domain Transfer".

This is Dataset v1:

The original dataset that includes 100,000 tweets in English. The annotations with more than 60% agreement are included.

TweetID: Tweet ID from Twitter API

LangID: 1 (English)

TopicID: Domain of the topic 0-Religion, 1-Gender, 2-Race, 3-Politics, 4-Sports

HateLabel: Final hate label decision 0-Normal, 1-Offensive, 2-Hate

GitHub Repo:

NOTE: We publish all dataset contents in the Github repo. We also publish ~20k image files associated with the tweets. https://github.com/metunlp/hate-speech

Citation:

Toraman, C., Şahinuç, F., & Yilmaz, E. (2022, June). Large-Scale Hate Speech Detection with Cross-Domain Transfer. In Proceedings of the Thirteenth Language Resources and Evaluation Conference (pp. 2215-2225).

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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
100,000