Congratulations on finishing this lesson. Now you know how to use bag-of-words to analyze documents to see how similar they are and see if a company is doing well or not. Now, you will apply everything you learned in this lesson to the project to actually do this for a real 10-K. Good luck in the project. I will see you all in lesson six.