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Browse files- .gitattributes +21 -24
- README.md +55 -0
- posts_20241127_075347.jsonl +0 -0
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README.md
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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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---
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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 :)
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