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xalelax / tweets-stocks

Small demo website which displays stock trends together with Twitter data
https://twst.angioi.com
GNU General Public License v3.0
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enhancement: an idea #48

Open Nllii opened 4 years ago

Nllii commented 4 years ago

Can data mining machine learning (Sentiment analysis) be implemented to aid visualization instead of a human reading it?

Example: Google trends and Bing Keyword Research. The Goal: Automate Reading. 👶 🍼 Implement one of these tools into the project. The A.I reads and gives a rating of the data, compiles all the data into a candlestick pattern overlay of the original stock.

xalelax commented 4 years ago

Hey @cdsetadmin ! Yes, definitely; that was the original idea, but right now this repo is very early stage, and does not get enough love from me :(

If you want to play with it + open a pull request, feel free to do so!

Rather than using a SaaS for sentiment analysis, I think there are plenty of methods that would give greater flexibility. Lots of cool stuff could be done with spaCy (even before sentiment analysis, just counting whether there is some commonly-occurring word in tweets associated with a stock could be a quite cool feature, which would also be easy to implement).