Inspiration
Spotify Wrapped
What it does
Summarises your browsing data into various interesting and humourous categories
How we built it
Python for the back end, and React on the front end
Challenges we ran into
Coming up with the idea at first, and finding interesting things to do with the data
Accomplishments that we're proud of
K-means clustering of search queries to aggregate user history into categories, from most popular to strangest searches
What we learned
Embedding of strings to cluster them, use of generative AI for text analysis
What's next for WebWrapped
Add features to compare users to each other, like other 'wrapped' functions
Built With
- clustering
- css
- embedding
- html5
- javascript
- llm
- openai
- python
- react
- typescript
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