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title: README
emoji: 🌍
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Bunka Logo

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!

🌐 Website | πŸ“š GitHub | πŸš€ Bunka Platform

GitHub LinkedIn Discord Hugging Face

πŸš€ Explore Our Platform

Bunka Platform Overview

🧠 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!

Topic Modeling Example

πŸ–ΌοΈ 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!

Frame Analysis Example

🎬 Example: IMDB Dataset Visualization

Explore our visualization of the IMDB dataset:

IMDB Dataset Visualization

🀝 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.