Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
json
Sub-tasks:
intent-classification
Languages:
English
Size:
< 1K
DOI:
License:
| annotations_creators: | |
| - expert-generated | |
| language: | |
| - en | |
| language_creators: | |
| - found | |
| license: | |
| - mit | |
| multilinguality: | |
| - monolingual | |
| pretty_name: Replit Comments Categorized | |
| size_categories: | |
| - n<1K | |
| source_datasets: | |
| - original | |
| tags: | |
| - replit | |
| - comments | |
| - forum | |
| - chat | |
| - intent | |
| - classification | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - intent-classification | |
| # Dataset Card for [Dataset Name] | |
| ## Table of Contents | |
| - [Table of Contents](#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) | |
| ## Dataset Description | |
| - **Homepage:** https://huggingface.co/datasets/RayhanADev/replit-comments-categorized | |
| - **Repository:** https://huggingface.co/datasets/RayhanADev/replit-comments-categorized | |
| - **Point of Contact:** [email protected] | |
| ### Dataset Summary | |
| Comments from [Replit](https://replit.com/)'s Community, sourced via moderator GraphQL queries and personally labeled :). For use in Replit + Weights and Biases Hackathon. | |
| ### Supported Tasks and Leaderboards | |
| Text Classification | |
| ### Languages | |
| English | |
| ## Dataset Structure | |
| ### Data Instances | |
| ```json | |
| {"label":3,"text":"@KENDALPETERSON\nShut up you dont have a permit to brag."} | |
| ``` | |
| Labels | |
| - 0: General | |
| - 1: Spam | |
| - 2: NSFW | |
| - 3: Harassment | |
| ### Data Fields | |
| Label, Text | |
| ### Data Splits | |
| Train, Validation, Test | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| Fine-tuning data for the Replit + Weights and Biases Hackathon. | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| This data was collected via Replit's GraphQL API using a query only available to site moderators and admins, allowing for querying comments by pattern. By not setting a | |
| pattern one could get up to 50 comments within a given time span. Data was sourced from February 1st, 2023 to February 10th, 2023. | |
| #### Who are the source language producers? | |
| Replit Community users | |
| ### Annotations | |
| #### Annotation process | |
| I tagged the data using a small website that I made to assign labels to individual comments. | |
|  | |
| #### Who are the annotators? | |
| Me ([@rayhanadev](https://www.furret.dev)) | |
| ### Personal and Sensitive Information | |
| This dataset is purely unfiltered and may contain personal and sensitive information. | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed] | |
| ### Discussion of Biases | |
| The data is categorized according to three categories of content that are not allowed on Replit (and would fall into a fourth "general" category if it is acceptable | |
| content). | |
| ### Other Known Limitations | |
| The dataset is small (n<1k) but I am working on increasing the amount of available data. There is also significantly more unacceptable content labelled than there is | |
| acceptable ("general") content. | |
| ## Additional Information | |
| ### Dataset Curators | |
| Me ([@rayhanadev](https://www.furret.dev)) | |
| ### Licensing Information | |
| This data is licensed under MIT but Replit or any concerned parties is free to issue a takedown of this dataset. Any person who's data is available in this dataset is free | |
| to request that their data is deleted, however it is not a breach of Replit's data use policy for this data to be available. | |