Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
json
Sub-tasks:
hate-speech-detection
Languages:
English
Size:
10K - 100K
License:
| license: cc-by-4.0 | |
| annotations_creators: | |
| - found | |
| language: | |
| - en | |
| language_creators: | |
| - found | |
| multilinguality: | |
| - monolingual | |
| pretty_name: FSTDT Quotes | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - hate-speech-detection | |
| # Dataset Card for FSTDT Quotes | |
| ## Dataset Description | |
| - **Homepage:** | |
| - **Repository:** | |
| - **Paper:** | |
| - **Leaderboard:** | |
| - **Point of Contact:** | |
| ### Dataset Summary | |
| FSTDT Quotes is a snapshot of the [Fundies Say the Darndest Things](https://fstdt.com/) website taken on 2023/02/03 14:16. It is intended for hate and fringe speech detection and classification. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed] | |
| ### Languages | |
| FSTDT Quotes is in English. | |
| ## Dataset Structure | |
| ### Data Instances | |
| An example instance looks like this: | |
| ``` | |
| { | |
| "id": "G", | |
| "submitter": "anonymous", | |
| "timestamp": "2005-05-21 00:00:00+00:00", | |
| "name": "Jack777 ", | |
| "src_url": "http://www.theologyweb.com/forum/showpost.php?p=1034624&postcount=10", | |
| "tags": ["#fundie"], | |
| "quote": "As long as evolutionists deny their theory is a theory and point out ID or whatever is bunk, people like me will pester them til they drop." | |
| } | |
| ``` | |
| ### Data Fields | |
| - `id`: A `string` feature, the ID of the post on FSTDT. | |
| - `submitter`: A `string` feature, the submitter of the post. | |
| - `timestamp`: A `string` feature, the time of submission. | |
| - `name`: A `string` feature, the (user)name of the person who is being quoted. | |
| - `src_url`: A `string` feature, the source URL of the quote. | |
| - `tags`: A sequence of `string` features, the tags the post has been tagged with. | |
| - `quote`: A `string` feature, the quote itself. | |
| ### Data Splits | |
| - `train`: 56,448 instances | |
| - `validation`: 7,111 instances | |
| - `test`: 7,131 instances | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed] | |
| #### Who are the source language producers? | |
| The quotes are collected from all over the internet. | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed] | |
| #### Who are the annotators? | |
| The data is annotated by users on FSTDT. | |
| ### Personal and Sensitive Information | |
| The dataset contains the usernames of submitters as well as those quoted. However, this information is publicly available. | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed] | |
| ### Discussion of Biases | |
| This dataset contains large amounts of hate speech as well as pseudoscience and quackery. | |
| ### Other Known Limitations | |
| Some quotes in the dataset are quoted from news articles depicting acts of hate, which could potentially cause misclassifications on models trained on this dataset. | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed] | |
| ### Licensing Information | |
| [More Information Needed] | |
| ### Citation Information | |
| [More Information Needed] | |
| ### Contributions | |
| [More Information Needed] |