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--- |
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license: apache-2.0 |
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language: |
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- en |
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tags: |
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- bluesky |
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--- |
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## 2 Million Bluesky Posts |
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This dataset contains 2 million public posts collected from Bluesky Social's firehose API, intended for machine learning research and experimentation with social media data. |
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The with-language-predictions config contains the same data as the default config but with language predictions added using the glotlid model. |
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Dataset Details |
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Dataset Description |
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This dataset consists of 2 million public posts from Bluesky Social, collected through the platform's firehose API. Each post contains text content, metadata, and information about media attachments and reply relationships. |
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- **Curated by**: Alpin Dale |
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- **Language(s) (NLP)**: Multiple (primarily English) |
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- **License**: Dataset usage is subject to Bluesky's Terms of Service |
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## Uses |
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This dataset could be used for: |
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- Training and testing language models on social media content |
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- Analyzing social media posting patterns |
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- Studying conversation structures and reply networks |
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- Research on social media content moderation |
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- Natural language processing tasks using social media datas |
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## Dataset Structure |
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The dataset is available in two configurations: |
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### Default Configuration |
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Contains the following fields for each post: |
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- **text**: The main content of the post |
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- **created_at**: Timestamp of post creation |
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- **author**: The Bluesky handle of the post author |
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- **uri**: Unique identifier for the post |
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- **has_images**: Boolean indicating if the post contains images |
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- **reply_to**: URI of the parent post if this is a reply (null otherwise) |
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### With Language Predictions Configuration |
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Contains all fields from the default configuration plus: |
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- **predicted_language**: The predicted language code (e.g., eng_Latn, deu_Latn) |
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- **language_confidence**: Confidence score for the language prediction (0-1) |
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Language predictions were added using the [glotlid](https://huggingface.co/cis-lmu/glotlid) model via fasttext. |
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## Bias, Risks, and Limitations |
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The goal of this dataset is for you to have fun :) |
