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Erik Terres edited this page Jul 20, 2021
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Welcome to the JABA wiki!
JABA was born as a Bitcoin sentiment analyzer on twitter. On our first steps, we were able to scrap the last 7 years of twitter data and do a sentiment analysis on it to check the relationship between sentiment and closing prices, however, the results weren't neat enough, so we have been working on some improvements.
The main issues with the project were:
- Inneficient sentimental analysis
- Bad spam filterng systems
- Smelling code
Since summer, the project has been going through changes in order to fix this issues.
Spam filtering is a main issue in which we have been working on. A notebook is already in the repository for everyone to read. Work on sentiment analysis has been done by fine tuning a DistilBERT model. Smelling code is being slowly replaced by cleaned code.