metadata

license: mit
dataset_info:
  features:
    - name: id
      dtype: int64
    - name: text
      dtype: string
    - name: label
      dtype: int64
    - name: label_text
      dtype: string
  splits:
    - name: train
      num_bytes: 12150228.415975923
      num_examples: 74159
    - name: test
      num_bytes: 1350043.584024078
      num_examples: 8240
  download_size: 8392302
  dataset_size: 13500272
language:
  - en
size_categories:
  - 10K<n<100K
tags:
  - not-for-all-audiences
  - legal

Dataset Card for Dataset Name

This is an edit of original work from Bertie Vidgen, Tristan Thrush, Zeerak Waseem and Douwe Kiela. Which I have uploaded to Huggingface here. It is not my original work, I just edited it. Data is used in the similarly named Interpretor Model.

Dataset Description

Homepage: zuendorf.me
Repository: GitHub Monorepo
Author: Lennard Zündorf

Original Dataset Description

Original Source Contact: bertievidgen@gmail.com
Original Source: Dynamically-Generated-Hate-Speech-Dataset
Original Author List: Bertie Vidgen (The Alan Turing Institute), Tristan Thrush (Facebook AI Research), Zeerak Waseem (University of Sheffield) and Douwe Kiela (Facebook AI Research).

Refer to the Huggingface or GitHub Repo for more information

Dataset Summary

This Dataset contains dynamically generated hate-speech, processed to be used in classification tasks with i.E. BERT.

Edit Summary

I have edited the dataset to use it in training the similarly named Interpretor Classifier
see data/label fields below and the original dataset here
Edits mostly include cleaning out information not needed for a simple binary classification tasks and adding a numerical binary label

Dataset Structure

Split

The dataset is split into train and test, in a 90% to 10% split
Train = ~ 74k entries
Test = ~ 8k entries

Data Fields

id	text	label	label_text
numeric id	text of the comment	binary label, 0 = not hate, 1 = hate	label in text form

Additional Information

Licensing Information

The original repository does not provide any license, but is free for use with proper citation of the original paper (see link above)
This dataset can be used under the MIT license, with proper citation of both the original and this source.
But I suggest taking data from the original source and doing your own editing.

Citation Information

Please cite this repository and the original authors (see above) when using it.

Contributions

I removed some data fields and did a new split with hugging face datasets.