| --- |
| license: apache-2.0 |
| tags: |
| - bookmarks |
| - twitter |
| - github |
| - raindrop |
| datasets: |
| - J94/bookmarks-dataset |
| language: |
| - en |
| --- |
| |
| # Dataset Card for Bookmarks Collection |
|
|
| ## Dataset Description |
|
|
| ### Dataset Summary |
|
|
| This dataset contains a personal collection of bookmarks from various sources including Twitter, GitHub, and Raindrop.io. It provides a comprehensive view of web content consumption patterns across different platforms, with rich metadata for each source type. |
|
|
| The dataset includes 11,783 bookmark records with content and metadata spanning social media posts, code repositories, articles, and other web content. |
|
|
| ### Languages |
|
|
| The dataset primarily contains content in English. |
|
|
| ## Dataset Structure |
|
|
| ### Data Instances |
|
|
| Each record in the dataset represents a single bookmark with the following structure: |
|
|
| ```json |
| { |
| "id": 11783, |
| "source": "twitter_like", |
| "title": "Example Title", |
| "url": "https://twitter.com/username/status/123456789", |
| "content": "The actual content of the bookmark...", |
| "created_at": "2025-03-28T12:25:57.718145+00:00", |
| "domain": "twitter.com", |
| "content_length": 301, |
| "year": 2025, |
| "month": 3, |
| "twitter_username": "username", |
| "twitter_likes": 42, |
| "twitter_retweets": 7, |
| "twitter_replies": 3 |
| } |
| ``` |
|
|
| Different fields are available depending on the source type: |
|
|
| - **Twitter** bookmarks include engagement metrics and user information |
| - **GitHub** bookmarks include repository stars, forks, and programming language |
| - **Raindrop.io** bookmarks include tags and domain information |
|
|
| ### Data Fields |
|
|
| #### Common Fields |
| - `id`: Unique identifier for the bookmark |
| - `source`: Source of the bookmark (twitter, github, raindrop, etc.) |
| - `title`: Title of the bookmark |
| - `url`: URL of the bookmark |
| - `content`: Content of the bookmark |
| - `created_at`: Creation date of the bookmark |
| - `domain`: Domain of the URL |
| - `content_length`: Length of the content in characters |
| - `year`: Year the bookmark was created |
| - `month`: Month the bookmark was created |
|
|
| #### Twitter-specific Fields |
| - `twitter_username`: Twitter username |
| - `twitter_name`: Twitter display name |
| - `twitter_followers`: Number of followers of the author |
| - `twitter_likes`: Number of likes on the tweet |
| - `twitter_retweets`: Number of retweets |
| - `twitter_replies`: Number of replies to the tweet |
|
|
| #### GitHub-specific Fields |
| - `github_repo`: GitHub repository name |
| - `github_stars`: Number of stars on the GitHub repository |
| - `github_forks`: Number of forks of the GitHub repository |
| - `github_owner`: Owner of the GitHub repository |
| - `github_language`: Primary language of the GitHub repository |
|
|
| #### Raindrop-specific Fields |
| - `raindrop_domain`: Domain saved in Raindrop.io |
| - `raindrop_tags`: Tags associated with the Raindrop bookmark |
|
|
| ### Data Splits |
|
|
| The dataset does not have explicit splits and is provided as a single collection. |
|
|
| ## Dataset Creation |
|
|
| ### Curation Rationale |
|
|
| This dataset was created to: |
| 1. Analyze personal content consumption patterns across different platforms |
| 2. Enable exploration of bookmark metadata and content |
| 3. Provide a structured dataset for recommendation systems research |
| 4. Study information organization and retrieval strategies |
|
|
| ### Source Data |
|
|
| #### Initial Data Collection and Normalization |
|
|
| The data was collected using the following sources: |
| - Twitter API for tweets and likes |
| - GitHub API for starred repositories |
| - Raindrop.io API for saved bookmarks |
|
|
| Data from these disparate sources was normalized into a consistent format with source-specific metadata preserved in dedicated fields. |
|
|
| #### Who are the source language producers? |
|
|
| The content comes from various creators across the web, including Twitter users, GitHub repository owners, and website authors whose content was bookmarked via Raindrop.io. |
|
|
| ### Annotations |
|
|
| The dataset does not contain manual annotations beyond the metadata provided by the source APIs and the categorization by source. |
|
|
| ## Considerations for Using the Data |
|
|
| ### Social Impact of Dataset |
|
|
| This dataset represents personal information consumption patterns and can be used to study how individuals organize and consume digital content. It may provide insights into effective information management strategies. |
|
|
| ### Discussion of Biases |
|
|
| The dataset reflects the personal interests and content consumption preferences of a single individual, so it contains inherent biases toward specific topics, creators, and platforms. |
|
|
| ### Other Known Limitations |
|
|
| - Some fields may contain missing values depending on what was available from the source API |
| - Content may be truncated in some cases due to API limitations |
| - The dataset only includes publicly accessible content |
|
|
| ## Additional Information |
|
|
| ### Dataset Curators |
|
|
| This dataset was curated by J94. |
|
|
| ### Licensing Information |
|
|
| This dataset is released under the Apache 2.0 License. |
|
|
| ### Citation Information |
|
|
| If you use this dataset in your research, please cite: |
|
|
| ``` |
| @dataset{bookmarks_dataset, |
| author = {J94}, |
| title = {Bookmarks Dataset}, |
| year = {2025}, |
| publisher = {Hugging Face}, |
| howpublished = {\url{https://huggingface.co/datasets/J94/bookmarks-dataset}} |
| } |
| ``` |
|
|
| ### Contributions |
|
|
| This dataset welcomes community contributions to improve the documentation, enhance the metadata, or add additional analysis tools. |
