This Shiny APP was built as part of the Data Science Specialization Capstone Final Assigment. The followes steps was:

• Read the .txt files
• Take a sample of that files
• Use corpus to clean data
• Use ngram to extract word combinations
• Export dataset to RDS file
• Use a function to read RDS and predict next word

Initial code is avaliable on: https://drive.google.com/file/d/1CtbhG-E8bKtOc_DD5rSuAZa2CdNraQbd/view?usp=sharing

This is a sample of the dataset used with prediction function…

    keys     values freq prediction
1    for    for the  261        the
2    and    and the  178        the
3   with   with the  122        the
4   from   from the   96        the
5 thanks thanks for   93        for
6    you    you can   78        can