Text generator

The application is designed for sequential text generating.

Step 1

Enter one word or part of phrase in input field and click “Predict next word/s”

After few seconds will generated continuation for your input.

Step 2

Copy the appropriate continuation and add it to your input. Then repeat Step 1.

1 Preprocession input:

• removing punctuations, numbers, english stopwords and whitespace;
  
• convert to lowercase.
  

2 Searching cleaned input in prepared 2Gram, 3Gram and 4Gram sets. In results will be shown most frequent 3 - 2Gram, 2 - 3Gram, 2 - 4Gram.

2Gram, 3Gram and 4Gram sets was generated from term-generated matrix that build on 10% sample from U.S. blogs, U.S. news and U.S. twitter which can be downloaded from this

Link to project on GitHUB

Link to app on Shinyapp