title: README
emoji: 🌍
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colorTo: yellow
sdk: static
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Welcome to Bunka
Bunka provides visual investigation of textual datasets, using Topic Modeling and Frame Analysis.
Whether you want to understand your training datasets, its content or what it's missing before fine-tuning your model, you're at the right place!
🚀 Explore Our Platform
Our platform, based on Bunka's open-source backend technology, can be used to visualize, explore, and refine unstructured information. Public datasets are already available for exploration.
🧠 Topic Modeling
We summarize information with Topic Modeling & Generative AI for RAG. This provides an overview of your dataset contents in the blink of an eye!
🖼️ Frame Analysis
We project information on a supervised Axis to Explore textual data in a completely new way. This allows you to investigate potential biases, or filter the content of your dataset in order to clean it faster!
🎬 Example: IMDB Dataset Visualization
Explore our visualization of the IMDB dataset:
🤝 Join Our Community
We're excited to have you join our community! Feel free to reach out on any of our platforms for questions, suggestions, or collaborations.