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Datasets:
google
/
civil_comments

Tasks:
Text Classification
Sub-tasks: multi-label-classification
Languages: English
ArXiv:
Tags: toxic-comment-classification
License:
Dataset card Viewer Files Community
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Update files from the datasets library (from 1.4.0)

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Release notes: https://github.com/huggingface/datasets/releases/tag/1.4.0

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  1. README.md +21 -21
README.md CHANGED
@@ -27,7 +27,7 @@
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  - [Citation Information](#citation-information)
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  - [Contributions](#contributions)
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- ## [Dataset Description](#dataset-description)
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  - **Homepage:** [https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/data](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/data)
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  - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
@@ -37,7 +37,7 @@
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  - **Size of the generated dataset:** 630.60 MB
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  - **Total amount of disk used:** 1026.33 MB
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- ### [Dataset Summary](#dataset-summary)
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  The comments in this dataset come from an archive of the Civil Comments
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  platform, a commenting plugin for independent news sites. These public comments
@@ -52,19 +52,19 @@ mentions. This data set is an exact replica of the data released for the
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  Jigsaw Unintended Bias in Toxicity Classification Kaggle challenge. This
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  dataset is released under CC0, as is the underlying comment text.
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- ### [Supported Tasks](#supported-tasks)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Languages](#languages)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ## [Dataset Structure](#dataset-structure)
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  We show detailed information for up to 5 configurations of the dataset.
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- ### [Data Instances](#data-instances)
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  #### default
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@@ -86,7 +86,7 @@ An example of 'validation' looks as follows.
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  }
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  ```
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- ### [Data Fields](#data-fields)
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  The data fields are the same among all splits.
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@@ -100,55 +100,55 @@ The data fields are the same among all splits.
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  - `identity_attack`: a `float32` feature.
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  - `sexual_explicit`: a `float32` feature.
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- ### [Data Splits Sample Size](#data-splits-sample-size)
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  | name | train |validation|test |
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  |-------|------:|---------:|----:|
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  |default|1804874| 97320|97320|
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- ## [Dataset Creation](#dataset-creation)
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- ### [Curation Rationale](#curation-rationale)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Source Data](#source-data)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Annotations](#annotations)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Personal and Sensitive Information](#personal-and-sensitive-information)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ## [Considerations for Using the Data](#considerations-for-using-the-data)
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- ### [Social Impact of Dataset](#social-impact-of-dataset)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Discussion of Biases](#discussion-of-biases)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Other Known Limitations](#other-known-limitations)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ## [Additional Information](#additional-information)
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- ### [Dataset Curators](#dataset-curators)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Licensing Information](#licensing-information)
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- ### [Citation Information](#citation-information)
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  ```
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  - [Citation Information](#citation-information)
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  - [Contributions](#contributions)
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+ ## Dataset Description
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  - **Homepage:** [https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/data](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/data)
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  - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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  - **Size of the generated dataset:** 630.60 MB
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  - **Total amount of disk used:** 1026.33 MB
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+ ### Dataset Summary
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  The comments in this dataset come from an archive of the Civil Comments
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  platform, a commenting plugin for independent news sites. These public comments
52
  Jigsaw Unintended Bias in Toxicity Classification Kaggle challenge. This
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  dataset is released under CC0, as is the underlying comment text.
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+ ### Supported Tasks
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Languages
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ## Dataset Structure
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  We show detailed information for up to 5 configurations of the dataset.
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+ ### Data Instances
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  #### default
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  }
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  ```
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+ ### Data Fields
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  The data fields are the same among all splits.
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  - `identity_attack`: a `float32` feature.
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  - `sexual_explicit`: a `float32` feature.
102
 
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+ ### Data Splits Sample Size
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  | name | train |validation|test |
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  |-------|------:|---------:|----:|
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  |default|1804874| 97320|97320|
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+ ## Dataset Creation
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+ ### Curation Rationale
112
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Source Data
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Annotations
120
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
122
 
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+ ### Personal and Sensitive Information
124
 
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
126
 
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+ ## Considerations for Using the Data
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+ ### Social Impact of Dataset
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Discussion of Biases
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Other Known Limitations
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ## Additional Information
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+ ### Dataset Curators
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Licensing Information
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  [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ ### Citation Information
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  ```
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