topicwizard
Interactive topic model visualization and interpretation library for Python, compatible with sklearn, Gensim, BERTopic, and Turftopic.
What is topicwizard?
Topicwizard is a Python library for visualizing and interpreting topic models, which are used to discover abstract topics within a collection of documents. It provides interactive web applications and composable Plotly figures to explore relationships between topics, words, documents, and groups, helping users understand and communicate their topic modeling results.
Data scientists, NLP researchers, and developers working with topic modeling who need to interpret and visualize model outputs for analysis or client presentations.
Developers choose Topicwizard for its broad compatibility with popular topic modeling libraries (sklearn, Gensim, BERTopic, Turftopic), its opinionated yet pretty visualizations, and its easy deployment options for sharing results.
Overview
Powerful topic model visualization in Python
Use Cases
Best For
- Interactively exploring topic model results in a web application
- Creating client-facing dashboards for topic model interpretation
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