TwitterMenti's purpose is that you can search and user like you would on Twitter (eg. @Apple). When you search a company, you will get back an emoji that has read 100 tweets containing your subject. There is a model trained on over 12,000 tweets.
Contributions are always welcome!
Code can always be improved! You can even try to make the model more accurate. Make a pull request or email me at [email protected]