Improve this method and use this method to predict the popularity of twitter

Please read this article and improve this technique to predict the popularity of twitter

For example, you can know what is the next popularity topic on the twitter

I have some requirements:

1.You must use some latest techniques and article to prove your result

2.Do some experiments to prove it.(Note: we need enough experiments to prove it, no less than 10000 times)

3.Write an essay to explain your work as clearly as possible.No Plagiarism! In this essay, at least 10 pages and more than 10 reference(Must use the latest paper), the essay must contain at least two innovations. the similarity is less than 15%.

4.If it is necessary, please write an application or program to show your work(Note: show the code to me)

If you cannot meet those requirements , please don’t bid this question.