👉 EasyTopics
A web app to detect, analyze and visualize topics from your documents using BERTopic.
Developers: Chris Tam, Ian Bulovic, Nhi Le (Brandeis University)
App overview
Note: Some of the pages in the app might take a few minutes to load because of the underlying BERTopic model.
Homepage
This page shows all the documents you have uploaded, classified into two upload types: documents (for individual file uploads), and dataset (for zip uploads).
You can filter and delete documents by various criteria.
Upload Documents page
You can either:
- Upload a single document and run a pretrained topic model on it (BERTopic Wikipedia in this case):
- Upload a dataset in the form of a zip folder and train a topic model. Note: this may take a while depending on the size of your dataset.
Topic Modeling Results page
On this page, you are given the option to visualize topic modeling results on document uploads or dataset uploads, using either the pretrained BERTopic Wikipedia model, or your own model.
Custom Model Visualizations page
You can also view different topic visualizations of your trained model:
