Create an LDA model of your own custom dataset.

Create an LDA model of your own custom dataset. You can choose any documents you wish or you can just gather textual data on something you find interesting. This technique is great for extracting key ideas for a large set of text that you have not personally analyzed.
Create your txt file(s) – choose the number of topics (2) 5 words per topic
Set up your LDA code (LDA assigns each word randomly to a topic)
See what topics come out
Refine the LDAAdd new stop words
Adjust the number of topics
Repeat Steps 3 and 4 until happy with the results
Write a 1 page summary of the data and the topics extracts. Display the top X words per topic
***I am stuck and have provided screen shots of my code***

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