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It costs too much time if the collection file contains a lot of review logs.
There are a few speed-ups I can think of:

1. Making the code cuda enabled and running on a gpu
   • If a reader made the code I could try to get us a free grant
2. Making a fast_mode that skips analysis
   • Ill work on this now!
3. Update the analysis in real time as you suggest
   • This would require some major adjustments using gradio event-handlers

If you or a reader want to contribute 1 or 3, Id be happy to make you an admin or approve a pull request.

Ok, I fixed #2 here