Formatting is a bit off on mobile, but I'm sure you're aware and working on it.
If you haven't thought of it already, you could turn this into a somewhat modular tool. Someone can go to a page, enter the subreddit of their choice, the keywords they want (or just let your software parse the most popular words that aren't common language), and have a nice chart like this quickly.
Would love to hear more on the methodology that drives the chart. Is it raw number of mentions of a stock, or does it use sentiment analysis for positive/negative mentions of a stock?
Nice chart, can you share some insight, how are building this, I believe you use reddit api and store the comments and run NLP on that? cleaning data is a headache.
Didn't a lot of sentiment analysis/NLP companies already tried to make Wallstreetbets sentiments since forever, and couldn't actually make useful data because of the noise (intentional). The only way today is different is that because these days they are united under singular stock, so its pretty easy. But regular wallstreetbets activity, no chance.
No, its my own deduction. I've been in that site for more than a year and there are a lot of noise and spam stock on purpose to obfuscate sentiment from NLP stuffs. It has a lot of satire in it.
That's a really slick website. However it still can't tell the difference between 3 letter words (or 4) that also happen to be symbols. Take for example APPS on the Ticket Sentiment (https://swaggystocks.com/dashboard/wallstreetbets/ticker-sen...). I haven't seen anyone talk about Digital Turbine Inc, but lots of people talking about investing apps. Would be nice if Reddit had some autofill feature that prepended $ to symbols. $APPS vs apps. Perhaps a mod feature they could enable?
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[ 3.1 ms ] story [ 87.8 ms ] threadIf you haven't thought of it already, you could turn this into a somewhat modular tool. Someone can go to a page, enter the subreddit of their choice, the keywords they want (or just let your software parse the most popular words that aren't common language), and have a nice chart like this quickly.
Interesting idea about other subreddit. I might try and do that and see what type of data I get back.
Having a graph and going more real time would be cool though.
As someone who knows nothing about sentiment analysis / NLP, what do the units on the x-axis mean? Number of positive mentions?
Also, "interest" would be more accurate than "sentiment" in its current form.
Yea, I was struggling to get the right terminology because "interest" might mean "short interest" in the current context of wsb.
Thanks for the feedback.
Looks neat though.
because that's what they told you?
What do you think?
https://swaggystocks.com/dashboard/home
Color me skeptical.
started few months ago, didnt predict wsb (wish i would lol)