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pond.io

A visualization for your search queries. Presentation slides.

Motivation:

What if you could:

  • Know which general topics you’ve been curious about?
  • See your search history in a personalized and digestible visual?
  • Track trends over time?

Solution: pond.io

Screen Shot 2022-08-28 at 1 16 54 PM

Inspired by the intersection of code, data, and art.

Technical Highlights:

Chrome Extension / D3 visualization (JS stack --> REST API Microservice Backend (Flask, Python) --> Applying graph theory & logic --> NLP Text Clustering and Topic Generation Models (Python)

User experience: minimalistic. clean. interesting.

[WIP] Simply download the extension from the Chrome Web store.

Dev mode:

  1. Activate/set up virtual environment.
  2. pip install -r requirements.txt to install required packages.
  3. python3 -B app.py to start Python Flask backend
Contributors:

@cynthia9chen @karenli6