Can social media sites, like Twitter, be used to analyze financial markets for algorithmic trading? How much research has been done on this topic?
Welcome to Quantitative Finance Stack Exchange
We're a little bit different from other sites. Here's how:
Ask questions, get answers, no distractions
This site is all about getting answers. It's not a discussion forum. There's no chit-chat.
Just questions...
...and answers.
Good answers are voted up and rise to the top.
The best answers show up first so that they are always easy to find.
The person who asked can mark one answer as "accepted".
Accepting doesn't mean it's the best answer, it just means that it worked for the person who asked.
Can social media be applied to algorithmic trading?
2 Answers
There is a product called Wall Street Birds which can be used for trading. Still in invitation mode. Another sentiment based product is Piqqem
A related idea is to text mine news and use it for predicting movements of stock market. See this NYTimes article for more information.
You earn reputation when people vote on your posts
Your reputation score goes up when others vote up your questions, answers and edits.
As you earn reputation, you'll unlock new privileges like the ability to vote, comment, and even edit other people's posts.
| Reputation | Privilege |
|---|---|
| 1 | Leave comments |
| 15 | Vote up |
| 125 | Vote down (costs 1 rep on answers) |
At the highest levels, you'll have access to special moderation tools. You'll be able to work alongside our community moderators to keep the site focused and helpful.
| 1 | Vote to close, reopen, or migrate questions |
|---|---|
| 500 | Edit other people's posts |
| 1000 | Access to moderation tools |
Get answers to practical, detailed questions
Focus on questions about an actual problem you have faced. Include details about what you have tried and exactly what you are trying to do.
Ask about...
- securities valuation
- risk modeling
- market microstructure
- portfolio management
- financial engineering
- econometrics
Not all questions work well in our format. Avoid questions that are primarily opinion-based, or that are likely to generate discussion rather than answers.
Questions that need improvement may be closed until someone fixes them.
Don't ask about...
- Anything not directly related to quantitative finance
- Questions that are primarily opinion-based
- Questions with too many possible answers or that would require an extremely long answer
Improve posts by editing or commenting
Our goal is to have the best answers to every question, so if you see questions or answers that can be improved, you can edit them.
Use edits to fix mistakes, improve formatting, or clarify the meaning of a post.
There is a product called Wall Street Birds which can be used for trading. Still in invitation mode. Another sentiment based product is Piqqem
Unlock badges for special achievements
Badges are special achievements you earn for participating on the site. They come in three levels: bronze, silver, and gold.
| Student | Asked first question with score of 1 or more |
| Editor | First edit |
| Good Answer | Answer score of 25 or more |
| Civic Duty | Voted 300 or more times |
| Famous Question | Asked a question with 10,000 views |
Find a question to answer, or ask your own
Quantitative Finance Stack Exchange is part of the Stack Exchange network
Like this site? Stack Exchange is a network of 102 Q&A sites just like it. Check out the full list of sites.
Use comments to ask for more information or clarify a question or answer.
You can always comment on your own questions and answers. Once you earn 50 reputation, you can comment on anybody's post.
Remember: we're all here to learn, so be friendly and helpful!